{"id":2873,"date":"2024-09-09T13:54:46","date_gmt":"2024-09-09T16:54:46","guid":{"rendered":"https:\/\/sites.usp.br\/ppget\/?page_id=2873"},"modified":"2025-12-16T13:25:26","modified_gmt":"2025-12-16T16:25:26","slug":"orientadores","status":"publish","type":"page","link":"https:\/\/sites.usp.br\/ppget\/programa\/orientadores\/","title":{"rendered":"Orientadores"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"2873\" class=\"elementor elementor-2873\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-cccbed3 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"cccbed3\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-2fa958e3\" data-id=\"2fa958e3\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-c7d81c5 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c7d81c5\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-4dde891\" data-id=\"4dde891\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c528d58 elementor-widget-tablet__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"c528d58\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<h2><a id=\"indice\"><\/a>\u00cdndice<\/h2><ul><li><a href=\"https:\/\/sites.usp.br\/ppget\/programa\/orientadores\/#carlos-yukio\">Prof. Dr. Carlos Yukio Suzuki<\/a><\/li><li><a href=\"https:\/\/sites.usp.br\/ppget\/programa\/orientadores\/#cassiano-augusto\">Prof. Dr. Cassiano Augusto Isler<\/a><\/li><li><a href=\"https:\/\/sites.usp.br\/ppget\/programa\/orientadores\/#claudio-barbieri\">Prof. Dr. Claudio Barbieri da Cunha<\/a><\/li><li><a href=\"https:\/\/sites.usp.br\/ppget\/programa\/orientadores\/#claudio-luiz\">Prof. Dr. Claudio Luiz Marte<\/a><\/li><li><a href=\"https:\/\/sites.usp.br\/ppget\/programa\/orientadores\/#denizar-blitzkow\">Prof. Dr. Denizar Blitzkow<\/a><\/li><li><a href=\"https:\/\/sites.usp.br\/ppget\/programa\/orientadores\/#diego-bogado\">Prof. Dr. Diego Bogado Tomasiello<\/a><\/li><li><a href=\"https:\/\/sites.usp.br\/ppget\/programa\/orientadores\/#edvaldo-simoes\">Prof. Dr. Edvaldo Sim\u00f5es da Fonseca Junior<\/a><\/li><li><a href=\"https:\/\/sites.usp.br\/ppget\/programa\/orientadores\/#felipe-issa\">Prof. Dr. Felipe Issa Kabbach Junior<\/a><\/li><li><a href=\"https:\/\/sites.usp.br\/ppget\/programa\/orientadores\/#flavio-guilherme\">Prof. Dr. Flavio Guilherme Vaz de Almeida Filho<\/a><\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-2ed04ba\" data-id=\"2ed04ba\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e4aaf0b elementor-widget-tablet__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"e4aaf0b\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<h2>\u00a0<\/h2><ul><li><a href=\"https:\/\/sites.usp.br\/ppget\/programa\/orientadores\/#jorge-pimentel\">Prof. Dr. Jorge Pimentel Cintra<\/a><\/li><li><a href=\"https:\/\/sites.usp.br\/ppget\/programa\/orientadores\/#jose-tadeu\">Prof. Dr. Jos\u00e9 Tadeu Balbo<\/a><\/li><li><a href=\"https:\/\/sites.usp.br\/ppget\/programa\/orientadores\/#kamilla-vasconcelos\">Profa. Dra. Kamilla Vasconcelos Savasini<\/a><\/li><li><a href=\"https:\/\/sites.usp.br\/ppget\/programa\/orientadores\/#laura-mazzoni\">Profa. Dra. Laura Nascimento Mazzoni<\/a><\/li><li><a href=\"https:\/\/sites.usp.br\/ppget\/programa\/orientadores\/#liedi-legi\">Profa. Dra. Liedi L\u00e9gi Bariani Bernucci<\/a><\/li><li><a href=\"https:\/\/sites.usp.br\/ppget\/programa\/orientadores\/#mariana-abrantes\">Profa. Dra. Mariana Abrantes Giannotti<\/a><\/li><li><a href=\"https:\/\/sites.usp.br\/ppget\/programa\/orientadores\/#mateus-humberto\">Prof. Dr. Mateus Humberto<\/a><\/li><li><a href=\"https:\/\/sites.usp.br\/ppget\/programa\/orientadores\/#orlando-strambi\">Prof. Dr. Orlando Strambi<\/a><\/li><li><a href=\"https:\/\/sites.usp.br\/ppget\/programa\/orientadores\/#rosangela-dos-santos\">Profa. Dra. Ros\u00e2ngela dos Santos Motta<\/a><\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-0975b88 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0975b88\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-8cc2588\" data-id=\"8cc2588\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-fb0a82c elementor-widget elementor-widget-image\" data-id=\"fb0a82c\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"400\" height=\"534\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2024\/11\/image-1.png\" class=\"attachment-full size-full wp-image-3093\" alt=\"\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2024\/11\/image-1.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2024\/11\/image-1-225x300.png 225w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-inner-column elementor-element elementor-element-f6993c7\" data-id=\"f6993c7\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8ac91c5 elementor-widget elementor-widget-text-editor\" data-id=\"8ac91c5\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<h3><strong><a id=\"carlos-yukio\"><\/a>Prof. Dr. Carlos Yukio Suzuki<\/strong><\/h3><p><a href=\"http:\/\/lattes.cnpq.br\/6783475790707565\" target=\"_blank\" rel=\"noopener\">Lattes<\/a> | <a href=\"https:\/\/scholar.google.com\/citations?user=tS82V6EAAAAJ&amp;hl=en&amp;oi=ao\" target=\"_blank\" rel=\"noopener\">Google Scholar<\/a> | <a href=\"mailto:carlos.suzuki@planservi.com.br\" target=\"_blank\" rel=\"noopener\">carlos.suzuki@planservi.com.br<\/a><\/p><p>Possui gradua\u00e7\u00e3o em Tecnologia em Constru\u00e7\u00e3o Civil- mod. Pavimenta\u00e7\u00e3o pelo Centro Educacional Paula Souza (1972), gradua\u00e7\u00e3o em Engenharia Civil pela Faculdade de Engenharia Industrial e Civil de Itatiba (1977), mestrado em Engenharia de Transportes pela Universidade de S\u00e3o Paulo (1985) e doutorado em Engenharia de Transportes pela Universidade de S\u00e3o Paulo (1992). Atualmente \u00e9 da Universidade de S\u00e3o Paulo. Tem experi\u00eancia na \u00e1rea de Engenharia de Transportes, com \u00eanfase em Projetos de Infraestrutura Vi\u00e1ria, leciona na Universidade de S\u00e3o Paulo, atuando principalmente nos seguintes temas: topografia, pavimenta\u00e7\u00e3o e drenagem.<\/p><p>\u00a0<a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0.png\"><img decoding=\"async\" class=\"alignnone wp-image-4459\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-150x150.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/a> <a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0.png\"><img decoding=\"async\" class=\"alignnone wp-image-4460\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-150x150.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/a> <a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4458\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-150x150.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/a><\/p><p><a href=\"https:\/\/sites.usp.br\/ppget\/programa\/orientadores\/#indice\">(Voltar ao \u00edndice)<\/a><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-682373d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"682373d\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-80d833f\" data-id=\"80d833f\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-32a7331 elementor-widget elementor-widget-image\" data-id=\"32a7331\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"400\" height=\"533\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2024\/11\/Untitled.png\" class=\"attachment-full size-full wp-image-3094\" alt=\"\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2024\/11\/Untitled.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2024\/11\/Untitled-225x300.png 225w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-inner-column elementor-element elementor-element-b912590\" data-id=\"b912590\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-105817d elementor-widget-tablet__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"105817d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<h3><strong><a id=\"cassiano-augusto\"><\/a>Prof. Dr. Cassiano Augusto Isler<\/strong><\/h3><p><span style=\"color: #808080;\">Bolsista de Produtividade em Pesquisa 2<\/span><\/p><p><a href=\"http:\/\/lattes.cnpq.br\/4027745540748351\" target=\"_blank\" rel=\"noopener\">Lattes<\/a> | <a href=\"https:\/\/scholar.google.com\/citations?hl=en&amp;user=qkErdbkAAAAJ\" target=\"_blank\" rel=\"noopener\">Google Scholar<\/a> | <a href=\"mailto:cassiano.isler@usp.br\" rel=\"noopener noreferrer\">cassiano.isler@usp.br<\/a><\/p><p>T\u00e9cnico em Edifica\u00e7\u00f5es (2001) pelo Col\u00e9gio T\u00e9cnico de Limeira (UNICAMP), Engenheiro Civil (2007) pela Escola de Engenharia de S\u00e3o Carlos (EESC-USP), Mestre (2010) e Doutor (2015) em Planejamento e Opera\u00e7\u00e3o de Sistemas de Transportes pelo Departamento de Engenharia de Transportes (STT) da Escola de Engenharia de S\u00e3o Carlos (EESC-USP), com Doutorado Sandu\u00edche (2013) no Institute for Transport Studies (University of Leeds-UK). Atualmente \u00e9 Professor Associado no Departamento de Engenharia de Transportes da Escola Polit\u00e9cnica da USP (PTR-EPUSP) onde atua em atividades de ensino e pesquisa na \u00e1rea de transporte urbano com enfoque em comportamento de viagens, modelagem da mobilidade urbana e eventos ex\u00f3genos que afetam os sistemas de transporte e o comportamento dos indiv\u00edduos.<\/p><p><a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4459\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/a> <a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4460\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/a> <a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4458\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/> <\/a><a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/17_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4467\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/17_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/17_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/17_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/17_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/17_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/17_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/17_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/17_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/17_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/a><\/p><p><a href=\"https:\/\/sites.usp.br\/ppget\/programa\/orientadores\/#indice\">(Voltar ao \u00edndice)<\/a><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-8e4e614 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"8e4e614\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-88d5c2e\" data-id=\"88d5c2e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-67c7066 elementor-widget elementor-widget-image\" data-id=\"67c7066\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"400\" height=\"532\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2024\/11\/Untitled-1.png\" class=\"attachment-full size-full wp-image-3097\" alt=\"\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2024\/11\/Untitled-1.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2024\/11\/Untitled-1-226x300.png 226w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-inner-column elementor-element elementor-element-2fe374a\" data-id=\"2fe374a\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-311e558 elementor-widget-tablet__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"311e558\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<h3><a id=\"claudio-barbieri\"><\/a>Prof. Dr. Claudio Barbieri da Cunha<\/h3><p>Bolsista de Produtividade em Pesquisa 1A<\/p><p><a href=\"http:\/\/lattes.cnpq.br\/5689491238283383\" target=\"_blank\" rel=\"noopener\">Lattes<\/a> | <a href=\"https:\/\/scholar.google.com\/citations?hl=en&amp;user=mebM95oAAAAJ\" target=\"_blank\" rel=\"noopener\">Google Scholar<\/a> | <a href=\"mailto:cbcunha@usp.br\">cbcunha@usp.br<\/a><\/p><p>Engenheiro Civil, Escola Polit\u00e9cnica da Universidade de S\u00e3o Paulo (1983). Mestrado (1991) e Doutorado (1997) em Engenharia de Transportes pela Escola Polit\u00e9cnica da Universidade de S\u00e3o Paulo. P\u00f3s-doutoramento no Industrial and Systems Engineering, Universidade da Fl\u00f3rida (EUA) (2003-2004). Professor Titular. Foi Professor Visitante na Universidade da California em Davis com uma Bolsa Fulbright Distinguished Chair entre setembro e dezembro de 2023. Foi o Chefe do Departamento entre 2018 e 2022, Vice-Chefe de 2022 a agosto de 2023, Coordenador do Programa de Mestrado em Engenharia de Sistemas Log\u00edsticos de 2017 a 2021, Coordenador do Programa de P\u00f3s-Gradua\u00e7\u00e3o em Engenharia de Transportes da EPUSP de 2004 a 2015 e Vice-Presidente da Comiss\u00e3o de P\u00f3s-Gradua\u00e7\u00e3o (CPG) da Escola Polit\u00e9cnica da USP entre 2012 e 2016. Editor da Revista Transportes desde janeiro de 2016. Atua na \u00e1rea de Engenharia de Transportes, com \u00eanfase em Log\u00edstica, Planejamento e Opera\u00e7\u00e3o de Transportes, Transporte de Carga, envolvendo a modelagem matem\u00e1tica e o desenvolvimento de algoritmos de solu\u00e7\u00e3o para problemas em roteiriza\u00e7\u00e3o e programa\u00e7\u00e3o de ve\u00edculos, localiza\u00e7\u00e3o e projeto de redes log\u00edsticas, transporte ferrovi\u00e1rio, entre outros.Vencedor do 2014 IFORS Prize for OR in Development, do Pr\u00eamio C\u00e1tedra ABERTIS Brasil em 2018 e 2020 na categoria Melhor Tese de Doutorado, e do X Pr\u00eamio Internacional de Gest\u00e3o de Infraestrutura de Transporte e Seguran\u00e7a Rodovi\u00e1ria (orientador).<\/p><p><a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/02_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4469\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/02_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/02_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/02_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/02_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/02_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/02_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/02_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/02_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/02_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/a> <a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4459\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/a> <a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4460\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/a> <a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/12_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4468\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/12_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/12_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/12_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/12_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/12_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/12_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/12_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/12_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/12_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/a> <a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4458\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/a> <a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/17_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4467\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/17_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/17_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/17_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/17_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/17_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/17_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/17_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/17_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/17_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/a><\/p><p><a href=\"https:\/\/sites.usp.br\/ppget\/programa\/orientadores\/#indice\">(Voltar ao \u00edndice)<\/a><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-c5a983f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c5a983f\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-f7457c1\" data-id=\"f7457c1\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2c09602 elementor-widget elementor-widget-image\" data-id=\"2c09602\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"400\" height=\"533\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2024\/11\/Untitled-2.png\" class=\"attachment-full size-full wp-image-3098\" alt=\"\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2024\/11\/Untitled-2.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2024\/11\/Untitled-2-225x300.png 225w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-inner-column elementor-element elementor-element-3d64651\" data-id=\"3d64651\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-262fd5f elementor-widget-tablet__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"262fd5f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<h3><a id=\"claudio-luiz\"><\/a>Prof. Dr. Claudio Luiz Marte<\/h3><p><a href=\"http:\/\/lattes.cnpq.br\/9517893686066259\" target=\"_blank\" rel=\"noopener\">Lattes<\/a> | <a href=\"mailto:claudio.marte@usp.br\">claudio.marte@usp.br<\/a><\/p><p>Possui gradua\u00e7\u00e3o em Licenciatura Plena em Eletr\u00f4nica pela Universidade Federal de S\u00e3o Carlos [UFSc] (1985) e em Engenharia El\u00e9trica (Modalidade Eletr\u00f4nica) pela Escola Polit\u00e9cnica da USP [EPUSP] (1988). Obteve o Mestrado em 1994 e finalizou o Doutorado no ano 2000, ambos em Engenharia El\u00e9trica (Sistemas Digitais) pela EPUSP. Atualmente atua como professor do Departamento de Engenharia de Transportes (PTR) da EPUSP, cargo que ocupa desde 2009. Tem experi\u00eancia de lideran\u00e7a, que inclui a atua\u00e7\u00e3o como diretor do Centro de Tecnologia da Informa\u00e7\u00e3o, Automa\u00e7\u00e3o e Mobilidade (CIAM) no Instituto de Pesquisas Tecnol\u00f3gicas do Governo do Estado de S\u00e3o Paulo (IPT), de 2004 at\u00e9 2008. Colaborou com organiza\u00e7\u00f5es como: ITS Brasil, Associa\u00e7\u00e3o Nacional de Transporte P\u00fablico (ANTP) e Associa\u00e7\u00e3o Brasileira de Concession\u00e1rias de Rodovias (ABCR). Desde 1997 ata e pesquisa na \u00e1rea de Sistemas Inteligentes de Transportes (ITS &#8211; Intelligent Transport Systems). Desde 2015 a pesquisa tem se concentrado em modelos micro e macro de simula\u00e7\u00e3o de tr\u00e1fego. E, mais recentemente (2023) tem explorado tecnologias imersivas em realidade virtual, visando aplicar estas e as tecnologias de simula\u00e7\u00e3o de tr\u00e1fego como novas metodologias ativas de ensino e aprendizagem.<\/p><p><a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/04_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4473\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/04_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/04_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/04_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/04_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/04_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/04_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/04_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/04_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/04_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/a> <a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4459\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/a> <a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4460\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/a><\/p><p><a href=\"https:\/\/sites.usp.br\/ppget\/programa\/orientadores\/#indice\">(Voltar ao \u00edndice)<\/a><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-e217631 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e217631\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-190b64a\" data-id=\"190b64a\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-bcc4dbc elementor-widget elementor-widget-image\" data-id=\"bcc4dbc\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"400\" height=\"533\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2024\/11\/Untitled-3.png\" class=\"attachment-full size-full wp-image-3102\" alt=\"\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2024\/11\/Untitled-3.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2024\/11\/Untitled-3-225x300.png 225w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-inner-column elementor-element elementor-element-4e231ff\" data-id=\"4e231ff\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8691cad elementor-widget-tablet__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"8691cad\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<h3><a id=\"denizar-blitzkow\"><\/a>Prof. Dr. Denizar Blitzkow<\/h3><p><a href=\"http:\/\/lattes.cnpq.br\/6674721475112661\" target=\"_blank\" rel=\"noopener\">Lattes<\/a> | <a href=\"https:\/\/scholar.google.com\/citations?hl=en&amp;user=442Y1kYAAAAJ\" target=\"_blank\" rel=\"noopener\">Google Scholar<\/a> | <a href=\"mailto:dblitzko@usp.br\">dblitzko@usp.br<\/a><\/p><p>Possui gradua\u00e7\u00e3o em Licenciatura do curso de Matem\u00e1tica (1970), mestrado em Ci\u00eancias Geod\u00e9sicas (1973) pela Universidade Federal do Paran\u00e1 e doutorado em Geof\u00edsica pela Universidade de S\u00e3o Paulo (1986). Em 2012, ele se aposentou do cargo professor titular do Departamento de Engenharia de Transportes da Escola Polit\u00e9cnica da Universidade de S\u00e3o Paulo, mas continua a ensinar e desenvolver pesquisa como professor convidado. Tem experi\u00eancia na \u00e1rea de Geoci\u00eancias, com \u00eanfase em Geod\u00e9sia, atuando principalmente nos seguintes temas: ge\u00f3ide, gravimetria, posicionamento por sat\u00e9lite, referenciais cartesianos e sistemas de altitude.<\/p><p><a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/04_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4473\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/04_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/04_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/04_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/04_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/04_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/04_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/04_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/04_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/04_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/a> <a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/06_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4475\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/06_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/06_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/06_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/06_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/06_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/06_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/06_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/06_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/06_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/a> <a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/08_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4471\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/08_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/08_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/08_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/08_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/08_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/08_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/08_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/08_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/08_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/a> <a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4460\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/a> <a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/15_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4479\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/15_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/15_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/15_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/15_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/15_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/15_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/15_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/15_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/15_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/a><\/p><p><a href=\"https:\/\/sites.usp.br\/ppget\/programa\/orientadores\/#indice\">(Voltar ao \u00edndice)<\/a><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-1408580 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1408580\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-72e0bda\" data-id=\"72e0bda\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-61387ca elementor-widget elementor-widget-image\" data-id=\"61387ca\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"400\" height=\"533\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2024\/11\/Untitled-4.png\" class=\"attachment-full size-full wp-image-3103\" alt=\"\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2024\/11\/Untitled-4.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2024\/11\/Untitled-4-225x300.png 225w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-inner-column elementor-element elementor-element-dadd5dc\" data-id=\"dadd5dc\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d181665 elementor-widget-tablet__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"d181665\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<h3><a id=\"diego-bogado\"><\/a>Prof. Dr. Diego Bogado Tomasiello<\/h3><p><span style=\"font-weight: 400; color: #333333;\">Bolsista de Produtividade em Pesquisa C<\/span><\/p><p><a href=\"http:\/\/lattes.cnpq.br\/5390401697508872\">Lattes<\/a> |<a href=\"https:\/\/scholar.google.com\/citations?hl=en&amp;user=73KnUesAAAAJ\"> Google Scholar<\/a> | <a href=\"mailto:diego.tomasiello@usp.br\">diego.tomasiello@usp.br<\/a><\/p><p>Doutor em Engenharia de Transportes pela Escola Polit\u00e9cnica da Universidade de S\u00e3o Paulo, com interc\u00e2mbio no Departamento de Engenharia de Infraestrutura da Universidade de Melbourne, Australia (2019). Possui Mestrado em Engenharia de Transportes pela Escola Polit\u00e9cnica da Universidade de S\u00e3o Paulo e gradua\u00e7\u00e3o em Engenharia Cartogr\u00e1fica pela Universidade Federal do Paran\u00e1. Participa atualmente de projetos no Instituto de Pesquisa Econ\u00f4mica Aplicada (IPEA), Universidade Federal do ABC, Funda\u00e7\u00e3o Get\u00falio Vargas, Banco Mundial e Prefeitura de S\u00e3o Paulo. Tem interesse em pesquisas relacionadas a transportes e uso do solo atrav\u00e9s de modelos din\u00e2micos espaciais.<\/p><p><a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4459\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/a> <a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/10_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4483\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/10_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/10_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/10_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/10_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/10_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/10_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/10_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/10_0-400x399.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/10_0.png 670w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/a> <a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4460\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/a> <a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4458\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/a><\/p><p><a href=\"https:\/\/sites.usp.br\/ppget\/programa\/orientadores\/#indice\">(Voltar ao \u00edndice)<\/a><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-3e7bdb8 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3e7bdb8\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-f009a45\" data-id=\"f009a45\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-09780c4 elementor-widget elementor-widget-image\" data-id=\"09780c4\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"400\" height=\"489\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2024\/11\/Untitled-5.png\" class=\"attachment-full size-full wp-image-3104\" alt=\"\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2024\/11\/Untitled-5.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2024\/11\/Untitled-5-245x300.png 245w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-inner-column elementor-element elementor-element-dd18deb\" data-id=\"dd18deb\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f460c26 elementor-widget-tablet__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"f460c26\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<h3><a id=\"edvaldo-simoes\"><\/a>Prof. Dr. Edvaldo Sim\u00f5es da Fonseca Junior<\/h3><p><a href=\"http:\/\/lattes.cnpq.br\/0850119014604412\" target=\"_blank\" rel=\"noopener\">Lattes<\/a> | <a href=\"https:\/\/scholar.google.com\/citations?hl=en&amp;user=aoxrSosAAAAJ\" target=\"_blank\" rel=\"noopener\">Google Scholar<\/a> |<a href=\"mailto:edvaldoj@usp.br\"> edvaldoj@usp.br<\/a><\/p><p>Possui gradua\u00e7\u00e3o em Engenharia Cartogr\u00e1fica pela Universidade do Estado do Rio de Janeiro (1985), mestrado em Engenharia de Transportes pela Escola Polit\u00e9cnica da USP (1996), com est\u00e1gio na Universidade de Nottingham &#8211; Inglaterra (1995) e doutorado em Engenharia de Transportes pela Escola Polit\u00e9cnica da USP (2002), com est\u00e1gio na Universidade de Calgary &#8211; Canad\u00e1 (1999-2000).<\/p><p>Livre Docente pela Escola Polit\u00e9cnica da USP (2017). Atualmente \u00e9 professor Associado no Departamento de Engenharia de Transportes da Escola Polit\u00e9cnica da USP. Na \u00e1rea de pesquisa, tem larga experi\u00eancia na \u00e1rea de Geodesia, atuando principalmente nos seguintes temas: GNSS, posicionamento por sat\u00e9lites, redes geod\u00e9sicas, esta\u00e7\u00f5es de monitoramento cont\u00ednuo, navega\u00e7\u00e3o aut\u00f4noma, controle de ve\u00edculos e monitoramento de estruturas com instrumentos geod\u00e9sicos. Participa da orienta\u00e7\u00e3o de estudantes de doutorado, mestrado, inicia\u00e7\u00e3o cient\u00edfica e tamb\u00e9m orienta estudantes do ensino m\u00e9dio de escolas publicas em um projeto de Pr\u00e9-Inicia\u00e7\u00e3o Cient\u00edfica.<\/p><p>Na \u00e1rea de extens\u00e3o coordena um projeto que tem por objetivo a recupera\u00e7\u00e3o e valoriza\u00e7\u00e3o do acervo t\u00e9cnico de topografia e geodesia do LTG &#8211; Laborat\u00f3rio de Topografia e Geodesia da Escola Polit\u00e9cnica da USP. O projeto pretende identificar, descrever, catalogar, manter e recuperar os equipamentos integrantes do acervo para que possam contar a hist\u00f3ria do laborat\u00f3rio e da pr\u00f3pria Escola Polit\u00e9cnica.<\/p><p><a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/04_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4473\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/04_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/04_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/04_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/04_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/04_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/04_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/04_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/04_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/04_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/a> <a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4459\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/a> <a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/10_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4483\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/10_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/10_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/10_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/10_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/10_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/10_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/10_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/10_0-400x399.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/10_0.png 670w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/a> <a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4460\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/a> <a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4458\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/a><\/p><p><a href=\"https:\/\/sites.usp.br\/ppget\/programa\/orientadores\/#indice\">(Voltar ao \u00edndice)<\/a><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-6a88284 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6a88284\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-2db52b2\" data-id=\"2db52b2\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-df7f779 elementor-widget elementor-widget-image\" data-id=\"df7f779\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/elementor\/thumbs\/Untitled-1-qy39oqgkzd90f7nu038z1i8fui9tcp5jq5fqu9aaze.png\" title=\"Untitled\" alt=\"Untitled\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-inner-column elementor-element elementor-element-db867cf\" data-id=\"db867cf\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-eb25478 elementor-widget-tablet__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"eb25478\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<h3><a id=\"felipe-issa\"><\/a>Prof. Dr. Felipe Issa Kabbach Junior<\/h3><p><a href=\"http:\/\/lattes.cnpq.br\/9968292095595723\" target=\"_blank\" rel=\"noopener\">Lattes<\/a> | <a href=\"https:\/\/scholar.google.com\/citations?hl=en&amp;user=KgGsOOUAAAAJ\" target=\"_blank\" rel=\"noopener\">Google Scholar<\/a> | <a href=\"mailto:felipe.kabbach@usp.br\">felipe.kabbach@usp.br<\/a><\/p><p>Possui gradua\u00e7\u00e3o em Engenharia Civil pela Universidade de S\u00e3o Paulo (1974), mestrado em Engenharia de Transportes pela Universidade de S\u00e3o Paulo (1985), doutorado em Engenharia de Transportes pela Universidade de S\u00e3o Paulo (1993) e livre doc\u00eancia em Engenharia de Transportes pela Universidade de S\u00e3o Paulo (2018). \u00c9 professor do Departamento de Engenharia de Transportes da Escola Polit\u00e9cnica da USP desde 1978, onde ministra cursos de gradua\u00e7\u00e3o e p\u00f3s-gradua\u00e7\u00e3o. Atuando continuamente desde 1974 na \u00e1rea de Engenharia Civil &#8211; Transportes, tem experi\u00eancia em Infraestrutura e Mobilidade Urbana, Rodovias, Sistemas Vi\u00e1rios Urbanos, Ferrovias, Sistemas de Transporte P\u00fablico e Opera\u00e7\u00e3o de Sistemas de Transportes. Uma das linhas de pesquisa das quais participou foi premiada pelo Banco Interamericano de Desenvolvimento (BID) e pelo United Nations Institute for Training and Research (UNITAR\/ONU), como um dos tr\u00eas melhores trabalhos submetidos ao concurso Road Safety Case Study, do evento First Assembly of the Network of Universities on Road Safety ao qual concorreram 38 trabalhos, de 31 Universidade de 11 pa\u00edses, em novembro de 2013.<\/p><p><a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4459\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/a> <a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4460\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/a> <a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4458\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/a><\/p><p><a href=\"https:\/\/sites.usp.br\/ppget\/programa\/orientadores\/#indice\">(Voltar ao \u00edndice)<\/a><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-ed0498a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ed0498a\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-5002c5b\" data-id=\"5002c5b\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-32a0727 elementor-widget elementor-widget-image\" data-id=\"32a0727\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/elementor\/thumbs\/Flavio-Vaz-rd95zxrloqf3reu403hs331lthm7rdffyvwhziw07u.jpg\" title=\"Flavio Vaz\" alt=\"Flavio Vaz\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-inner-column elementor-element elementor-element-696d971\" data-id=\"696d971\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ed805ea elementor-widget-tablet__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"ed805ea\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<h3><a id=\"flavio-guilherme\"><\/a>Prof. Dr. Flavio Guilherme Vaz de Almeida Filho<\/h3><p><span style=\"font-weight: 400; color: #808080;\">Bolsista de Produtividade em Pesquisa C<\/span><\/p><p><a href=\"http:\/\/lattes.cnpq.br\/2200152375388565\" target=\"_blank\" rel=\"noopener\">Lattes<\/a> | <a href=\"https:\/\/scholar.google.com\/citations?hl=en&amp;user=6cuUgSgAAAAJ\" target=\"_blank\" rel=\"noopener\">Googles Scholar<\/a> |<a href=\"mailto:flaviovaz@usp.br\"> flaviovaz@usp.br<\/a><\/p><p>Professor Associado 1 em tempo integral na \u00c1rea de Informa\u00e7\u00f5es Espaciais\/Geodesia no Departamento de Engenharia de Transportes da Escola Polit\u00e9cnica da Universidade de S\u00e3o Paulo. Atuou como pesquisador p\u00f3s-doutorando no CISLog da Escola Polit\u00e9cnica da USP, desenvolvendo pesquisa sobre a energia consumida nos sistemas de transporte de carga brasileiros visando a redu\u00e7\u00e3o das emiss\u00f5es de gases do efeito estufa em rotas intermodais. Possui gradua\u00e7\u00e3o em F\u00edsica pela Universidade de S\u00e3o Paulo (1994), mestrado em Engenharia El\u00e9trica\/Telecomunica\u00e7\u00f5es pela Universidade Presbiteriana Mackenzie (2000), doutorado em Engenharia de Transportes &#8211; Informa\u00e7\u00f5es Espaciais &#8211; pela Escola Polit\u00e9cnica da Universidade de S\u00e3o Paulo (EPUSP) e Ph.D. em Oc\u00e9an, Atmosph\u00e8re et Surfaces Continentales pela Universit\u00e9 Paul Sabatier. Concluiu o doutorado co-tutela em julho 2009 obtendo o t\u00edtulo de doutor em ambas universidades. Durante quatro anos foi coordenador do Programa de P\u00f3s-Gradua\u00e7\u00e3o em Engenharia de Transportes da Escola Polit\u00e9cnica da USP. Ministra aulas sobre sistemas de posicionamento por sat\u00e9lites e de geom\u00e1tica na gradua\u00e7\u00e3o e p\u00f3s-gradua\u00e7\u00e3o em diferentes cursos. Suas \u00e1reas de atua\u00e7\u00e3o s\u00e3o: Eng. Transporte, Geod\u00e9sia e Sistemas de Posicionamento por Sat\u00e9lite (GNSS), Telecomunica\u00e7\u00f5es e Redes de Computadores, estudos de emiss\u00e3o e mitiga\u00e7\u00e3o de Gases do Efeito Estufa (GEE).<\/p><p><a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/07_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4470\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/07_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/07_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/07_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/07_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/07_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/07_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/07_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/07_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/07_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/> <\/a><a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4459\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/a> <a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4460\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/a> <a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4458\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/a><\/p><p><a href=\"https:\/\/sites.usp.br\/ppget\/programa\/orientadores\/#indice\">(Voltar ao \u00edndice)<\/a><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-ce49ecc elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ce49ecc\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-b0e43bf\" data-id=\"b0e43bf\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-006fefd elementor-widget elementor-widget-image\" data-id=\"006fefd\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/elementor\/thumbs\/Untitled-qy39mswixmlsk2gva96kwzsbvzsnj3hesl5tbs5fru.png\" title=\"Untitled\" alt=\"Untitled\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-inner-column elementor-element elementor-element-52c2159\" data-id=\"52c2159\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-478f147 elementor-widget-tablet__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"478f147\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<h3><a id=\"jorge-pimentel\"><\/a>Prof. Dr. Jorge Pimentel Cintra<\/h3><p><a href=\"http:\/\/lattes.cnpq.br\/8483735047595756\" target=\"_blank\" rel=\"noopener\">Lattes<\/a> | <a href=\"https:\/\/scholar.google.com\/citations?hl=en&amp;user=PJsd5PsAAAAJ\" target=\"_blank\" rel=\"noopener\">Google Scholar<\/a> | <a href=\"mailto:jpcintra@usp.br\">jpcintra@usp.br<\/a><\/p><p>Professor do Museu Paulista, no Ipiranga, atuando principalmente na Curadoria das Cole\u00e7\u00f5es Cartogr\u00e1ficas. Doutor (1985) em Engenharia Civil e Urbanismo pela Universidade de S\u00e3o Paulo. Professor Titular na \u00c1rea de Informa\u00e7\u00f5es Espaciais (Topografia, Geod\u00e9sia e Cartografia), na Escola Polit\u00e9cnica da USP, com a aula: Aplica\u00e7\u00e3o da Cartografia Digital \u00e0 Cartografia Hist\u00f3rica. * Linhas de pesquisa: Hist\u00f3ria da cartografia no Brasil. Mapas e Territ\u00f3rio. Caminhos do Brasil. Cartografia digital. Qualidade em cartografia. Editor associado do Boletim de Ci\u00eancias Geod\u00e9sicas e da Revista Brasileira de Cartografia. * Membro e Diretor do Instituto Hist\u00f3rico e Geogr\u00e1fico de S\u00e3o Paulo (IHGSP).<\/p><p>Agraciado com a Medalha do M\u00e9rito Cartogr\u00e1fico (Sociedade Brasileira de Cartografia); Medalha do Centen\u00e1rio e Colar de Varnhagen (IHGSP) e Colar Guilherme de Almeida (C\u00e2mara Municipal de S\u00e3o Paulo).* Projetos de pesquisa: 1. A forma\u00e7\u00e3o do territ\u00f3rio brasileiro 2. Cole\u00e7\u00f5es cartogr\u00e1ficas do Museu Paulista 3 Territ\u00f3rio e caminhos coloniais 4. Caminhos da Independ\u00eancia.<\/p><p><a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/04_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4473\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/04_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/04_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/04_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/04_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/04_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/04_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/04_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/04_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/04_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/a> <a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/16_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4523\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/16_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/16_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/16_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/16_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/16_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/16_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/16_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/16_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/16_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/a><\/p><p><a href=\"https:\/\/sites.usp.br\/ppget\/programa\/orientadores\/#indice\">(Voltar ao \u00edndice)<\/a><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-53cd678 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"53cd678\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-fcf6267\" data-id=\"fcf6267\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-dc2a098 elementor-widget elementor-widget-image\" data-id=\"dc2a098\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"400\" height=\"533\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2024\/11\/Untitled-9.png\" class=\"attachment-full size-full wp-image-3111\" alt=\"\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2024\/11\/Untitled-9.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2024\/11\/Untitled-9-225x300.png 225w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-inner-column elementor-element elementor-element-25d771c\" data-id=\"25d771c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8c54507 elementor-widget-tablet__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"8c54507\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<h3><a id=\"jose-tadeu\"><\/a>Prof. Dr. Jos\u00e9 Tadeu Balbo<\/h3><p><span style=\"font-weight: 400;\">Bolsista de Produtividade em Pesquisa 2<\/span><\/p><p><a href=\"http:\/\/lattes.cnpq.br\/5869205330172001\" target=\"_blank\" rel=\"noopener\">Lattes<\/a> | <a href=\"https:\/\/scholar.google.com\/citations?hl=en&amp;user=cAuiFe4AAAAJ\" target=\"_blank\" rel=\"noopener\">Google Scholar<\/a> |<a href=\"mailto:jotbalbo@usp.br\"> jotbalbo@usp.br<\/a><\/p><p>Professor Titular de Infraestrutura de Transportes da Escola Polit\u00e9cnica da USP. Graduado em Engenharia Civil (1984), mestrado em Engenharia de Transportes (1990) e doutorado em Engenharia (1993) , todos pela Universidade de S\u00e3o Paulo com programa de doutorado sandu\u00edche da CAPES na Escola Polit\u00e9cnica Federal de Zurique, Su\u00ed\u00e7a (1992-1993). Livre Docente em Projeto e Constru\u00e7\u00e3o de Pavimentos (1999).<\/p><p>Atua principalmente nos seguintes temas de pesquisa: pavimentos de concreto, materiais de pavimenta\u00e7\u00e3o, ger\u00eancia de pavimentos, mec\u00e2nica de pavimentos e instrumenta\u00e7\u00e3o de pavimentos, modelagem estrutural de pavimentos asf\u00e1lticos, reciclagem de pavimentos de concreto e materiais alternativos. Atua em pavimenta\u00e7\u00e3o urbana, rodovi\u00e1ria, aeroportu\u00e1ria e portu\u00e1ria. Tamb\u00e9m atua na \u00e1rea de c\u00e1lculo de produtividade e de custos para obras de terraplenagem e de pavimenta\u00e7\u00e3o. Possui grande experi\u00eancia na instrumenta\u00e7\u00e3o de ensaios em laborat\u00f3rio e na instrumenta\u00e7\u00e3o de pavimentos em campo. Possui experi\u00eancia de ensino e pesquisa de pavimenta\u00e7\u00e3o em n\u00edvel internacional.<\/p><p>Foi Presidente da Comiss\u00e3o de P\u00f3s-Gradua\u00e7\u00e3o da Escola Polit\u00e9cnica da USP e Membro do Conselho de P\u00f3s-Gradua\u00e7\u00e3o da Universidade de S\u00e3o Paulo (2020-2022). Conselheiro eleito do IBRACON.<\/p><p>\u00a0<a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4460\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/a>\u00a0<\/p><p><a href=\"https:\/\/sites.usp.br\/ppget\/programa\/orientadores\/#indice\">(Voltar ao \u00edndice)<\/a><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-9c38769 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"9c38769\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-6d871f3\" data-id=\"6d871f3\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a8d2e2b elementor-widget elementor-widget-image\" data-id=\"a8d2e2b\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"400\" height=\"533\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2024\/11\/Untitled-10.png\" class=\"attachment-full size-full wp-image-3112\" alt=\"\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2024\/11\/Untitled-10.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2024\/11\/Untitled-10-225x300.png 225w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-inner-column elementor-element elementor-element-51634d2\" data-id=\"51634d2\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4b201ae elementor-widget-tablet__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"4b201ae\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<h3><a id=\"kamilla-vasconcelos\"><\/a>Profa. Dra. Kamilla Vasconcelos Savasini<\/h3><p><span style=\"font-weight: 400; color: #333333;\">Bolsista de Produtividade em Pesquisa 1C<\/span><\/p><p><a href=\"http:\/\/lattes.cnpq.br\/7359605517746490\" target=\"_blank\" rel=\"noopener\">Lattes<\/a> | <a href=\"https:\/\/scholar.google.com\/citations?hl=en&amp;user=WQ6zjZIAAAAJ\" target=\"_blank\" rel=\"noopener\">Google Scholar<\/a> | <a href=\"mailto:kamilla.vasconcelos@usp.br\">kamilla.vasconcelos@usp.br<\/a><\/p><p>Possui gradua\u00e7\u00e3o em Engenharia Civil pela Universidade Federal do Cear\u00e1 (2002), mestrado em Engenharia de Transportes pela Universidade Federal do Cear\u00e1 (2004), doutorado em Engenharia Civil pela Texas AM University (2010), p\u00f3s-doutorado pela Escola Polit\u00e9cnica da USP (2010) e Livre-Doc\u00eancia pelo Departamento de Engenharia de Transportes da Escola Polit\u00e9cnica da USP (2017). Atualmente \u00e9 Professora Associada do Departamento de Engenharia de Transportes da Escola Polit\u00e9cnica da USP e coordenadora do Laborat\u00f3rio de Tecnologia de Pavimenta\u00e7\u00e3o.<\/p><p>\u00c9 tamb\u00e9m consultora Ad-Hoc do Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico (CNPq), da Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior (CAPES) e da Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo (FAPESP). Coordenadora do Grupo de Trabalho Degree of Binder Availability do Comit\u00ea T\u00e9cnico &#8220;Performance Based Asphalt Recycling&#8221; (TC PAR) e do Grupo de Trabalho Recyclability do Comit\u00ea T\u00e9cnico &#8220;Alternative Paving Materials &#8211; Sustainability (TC APS), , ambos do RILEM, membro do comit\u00ea AKM20 &#8220;Binders for Flexible Pavements&#8221; do Transportation Research Board (TRB) e Diretora da International Society for Asphalt Pavements (ISAP).<\/p><p>Atua na \u00e1rea de Infraestrutura de Transportes com \u00eanfase em Materiais para Pavimenta\u00e7\u00e3o e Sustentabilidade.<\/p><p><a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4459\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/a>\u00a0<a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4460\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/a> <a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4458\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/> <\/a><a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/17_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4467\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/17_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/17_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/17_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/17_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/17_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/17_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/17_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/17_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/17_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/a><\/p><p><a href=\"https:\/\/sites.usp.br\/ppget\/programa\/orientadores\/#indice\">(Voltar ao \u00edndice)<\/a><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-2a93758 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2a93758\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-97c7ced\" data-id=\"97c7ced\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2c5ccb1 elementor-widget elementor-widget-image\" data-id=\"2c5ccb1\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"959\" height=\"1280\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/08\/Laura-Mazzoni.jpeg\" class=\"attachment-full size-full wp-image-4212\" alt=\"\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/08\/Laura-Mazzoni.jpeg 959w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/08\/Laura-Mazzoni-225x300.jpeg 225w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/08\/Laura-Mazzoni-767x1024.jpeg 767w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/08\/Laura-Mazzoni-768x1025.jpeg 768w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/08\/Laura-Mazzoni-400x534.jpeg 400w\" sizes=\"(max-width: 959px) 100vw, 959px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-inner-column elementor-element elementor-element-016d07e\" data-id=\"016d07e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-48424c9 elementor-widget-tablet__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"48424c9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<h3><a id=\"laura-mazzoni\"><\/a>Profa. Dra. Laura Nascimento Mazzoni<\/h3><p><a href=\"http:\/\/lattes.cnpq.br\/1013369551551432\" target=\"_blank\" rel=\"noopener\">Lattes<\/a> |<a href=\"https:\/\/scholar.google.com\/citations?user=1krbKZoAAAAJ&amp;hl=pt-BR\" target=\"_blank\" rel=\"noopener\"> Google Scholar<\/a> | <a href=\"mailto:laura.mazzoni@usp.br\">laura.mazzoni@usp.br<\/a><\/p><p>Possui gradua\u00e7\u00e3o em Engenharia Civil pelo Instituto Mau\u00e1 de Tecnologia (2016) e Doutorado em Engenharia de Transportes pela Escola Polit\u00e9cnica da Universidade de S\u00e3o Paulo (2023). Atualmente \u00e9 Professora Doutora do Departamento de Engenharia de Transportes da Escola Polit\u00e9cnica da USP, desde abril de 2025. Em sua tese de doutorado avaliou sinaliza\u00e7\u00f5es horizontais e identificou a contribui\u00e7\u00e3o das caracter\u00edsticas dos materiais, do tr\u00e1fego e do clima na durabilidade da retrorrefletividade. Atuou como pesquisadora em na \u00e1rea de Infraestrutura de Transportes com \u00eanfase em Sinaliza\u00e7\u00e3o Horizontal e Materiais para Pavimenta\u00e7\u00e3o. Tem interesse em pesquisas relacionadas \u00e0s caracter\u00edsticas de superf\u00edcie de pavimentos rodovi\u00e1rios, sinaliza\u00e7\u00e3o horizontal e seguran\u00e7a vi\u00e1ria.<\/p><p><a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/03_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4472\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/03_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/03_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/03_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/03_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/03_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/03_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/03_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/03_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/03_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/> <\/a><a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4459\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/a> <a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4460\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/a>\u00a0<\/p><p><a href=\"https:\/\/sites.usp.br\/ppget\/programa\/orientadores\/#indice\">(Voltar ao \u00edndice)<\/a><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-4af2e13 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4af2e13\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-abb3b9e\" data-id=\"abb3b9e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f9d3463 elementor-widget elementor-widget-image\" data-id=\"f9d3463\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"400\" height=\"533\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2024\/11\/Untitled-11.png\" class=\"attachment-full size-full wp-image-3113\" alt=\"\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2024\/11\/Untitled-11.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2024\/11\/Untitled-11-225x300.png 225w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-inner-column elementor-element elementor-element-bbd6e7d\" data-id=\"bbd6e7d\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-203970c elementor-widget-tablet__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"203970c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<h3><a id=\"liedi-legi\"><\/a>Profa. Dra. Liedi L\u00e9gi Bariani Bernucci<\/h3><p><span style=\"font-weight: 400; color: #808080;\">Bolsista de Produtividade em Pesquisa A<\/span><\/p><p><a href=\"http:\/\/lattes.cnpq.br\/4636988573211375\" target=\"_blank\" rel=\"noopener\">Lattes<\/a> |<a href=\"https:\/\/scholar.google.com\/citations?hl=en&amp;user=rkZ215cAAAAJ\" target=\"_blank\" rel=\"noopener\"> Google Scholar<\/a> | <a href=\"mailto:liedi@usp.br\">liedi@usp.br<\/a><\/p><p>Possui gradua\u00e7\u00e3o em Engenharia Civil pela Escola Polit\u00e9cnica da Universidade de S\u00e3o Paulo (1981), mestrado em Engenharia Geot\u00e9cnica pela Universidade de S\u00e3o Paulo (1987), tendo feito pesquisa para seu mestrado na Eidgenoessische Technische Hochschule Z\u00fcrich, ETHZ, Su\u00ed\u00e7a, onde permaneceu de 1984 a 1986. Retornou \u00e0 mesma Institui\u00e7\u00e3o su\u00ed\u00e7a para seu doutorado sandu\u00edche com bolsa da FAPESP (1988-1989) e finalizou seu doutorado em Engenharia de Transportes pela Universidade de S\u00e3o Paulo (1995). Realizou sua Livre-Doc\u00eancia em 2001 e tornou-se em 2006 Professora Titular da Escola Polit\u00e9cnica da Universidade de S\u00e3o Paulo, da qual \u00e9 docente desde 1986.<\/p><p>Foi a Chefe do Departamento de Engenharia de Transportes da Escola Polit\u00e9cnica da USP por 7 anos no total, cargo que ocupou at\u00e9 mar\u00e7o de 2014. Foi vice-Diretora da Escola Polit\u00e9cnica da USP (2014-2018) e foi diretora da Escola Polit\u00e9cnica (2018-2021). Foi Diretora -Presidente do IPT &#8211; Instituto de Pesquisas Tecnol\u00f3gicas do Estado de S\u00e3o Paulo (2022-2024).<\/p><p>Atua na \u00e1rea de Infraestrutura de Transportes: Vias Urbanas, Rodovias, Aeroportos e Ferrovias. Formou milhares de alunos de gradua\u00e7\u00e3o, orientou 28 mestrados, 21 doutorados, e co-orientou 2 doutorados, supervisionou 6 p\u00f3s-doutorados; \u00e9 autora do Livro Pavimenta\u00e7\u00e3o Asf\u00e1ltica: Forma\u00e7\u00e3o B\u00e1sica para Engenheiros.<\/p><p><a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/05_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4474\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/05_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/05_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/05_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/05_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/05_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/05_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/05_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/05_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/05_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/> <\/a><a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4459\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/a> <a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4460\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/a> <a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4458\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/> <\/a><a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/17_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4467\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/17_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/17_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/17_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/17_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/17_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/17_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/17_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/17_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/17_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/a><\/p><p><a href=\"https:\/\/sites.usp.br\/ppget\/programa\/orientadores\/#indice\">(Voltar ao \u00edndice)<\/a><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-56ae933 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"56ae933\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-08498c1\" data-id=\"08498c1\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-17aea80 elementor-widget elementor-widget-image\" data-id=\"17aea80\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"400\" height=\"533\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2024\/11\/Untitled-12.png\" class=\"attachment-full size-full wp-image-3114\" alt=\"\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2024\/11\/Untitled-12.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2024\/11\/Untitled-12-225x300.png 225w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-inner-column elementor-element elementor-element-1b9275b\" data-id=\"1b9275b\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1149c12 elementor-widget-tablet__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"1149c12\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<h3><a id=\"mariana-abrantes\"><\/a>Profa. Dra. Mariana Abrantes Giannotti<\/h3><p><span style=\"font-weight: 400;\">Bolsista de Produtividade em Pesquisa 1D<\/span><\/p><p><a href=\"http:\/\/lattes.cnpq.br\/6191228707569580\" target=\"_blank\" rel=\"noopener\">Lattes<\/a> |<a href=\"https:\/\/scholar.google.com\/citations?hl=en&amp;user=qFarKYQAAAAJ\" target=\"_blank\" rel=\"noopener\"> Google Scholar<\/a> | <a href=\"mailto:mariana.giannotti@usp.br\">mariana.giannotti@usp.br<\/a><\/p><p>Professora Titular da Escola Polit\u00e9cnica da Universidade de S\u00e3o Paulo, Pesquisadora Principal do Centro de Estudos da Metr\u00f3pole (CEM &#8211; CEPID\/FAPESP) e Coordenadora do Laborat\u00f3rio de Geoprocessamento (LabGEO\/Poli &#8211; LGP\/EPUSP). Possui gradua\u00e7\u00e3o em Engenharia Agron\u00f4mica pela Universidade de S\u00e3o Paulo (1998), com interc\u00e2mbio na Universidade do Arizona, EUA (1996); mestrado em Sensoriamento Remoto pelo Instituto Nacional de Pesquisas Espaciais (2001) e doutorado em Informa\u00e7\u00f5es Espaciais pela Escola Polit\u00e9cnica (2010) com interc\u00e2mbio no Laboratoire d&#8217;InfoRmatique en Image et Syst\u00e8mes d&#8217;Information (INSA &#8211; Lyon), Fran\u00e7a (2008 a 2009, bolsista CNPq).<\/p><p>Coordena a \u00e1rea de Transfer\u00eancia Tecnol\u00f3gica do Centro de Estudos da Metr\u00f3pole (CEM\/Cepid\/FAPESP) e o Programa de P\u00f3s-Gradua\u00e7\u00e3o em Engenharia de Transportes (PPGET). Tem como principais interesses de pesquisa os temas relacionados a Ci\u00eancia de Dados Espaciais e suas aplica\u00e7\u00f5es na an\u00e1lise das desigualdades relacionadas ao transporte urbano.<\/p><p><a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/02_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4469\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/02_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/02_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/02_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/02_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/02_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/02_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/02_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/02_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/02_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/a> <a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/05_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4474\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/05_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/05_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/05_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/05_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/05_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/05_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/05_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/05_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/05_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/> <\/a><a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/10_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4483\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/10_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/10_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/10_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/10_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/10_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/10_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/10_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/10_0-400x399.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/10_0.png 670w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/> <\/a><a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4460\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/a> <a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4458\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/> <\/a><a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/17_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4467\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/17_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/17_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/17_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/17_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/17_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/17_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/17_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/17_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/17_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/a><\/p><p><a href=\"https:\/\/sites.usp.br\/ppget\/programa\/orientadores\/#indice\">(Voltar ao \u00edndice)<\/a><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-a391c91 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a391c91\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-ea55d7e\" data-id=\"ea55d7e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-564ca68 elementor-widget elementor-widget-image\" data-id=\"564ca68\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"400\" height=\"532\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2024\/11\/Untitled-13.png\" class=\"attachment-full size-full wp-image-3115\" alt=\"\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2024\/11\/Untitled-13.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2024\/11\/Untitled-13-226x300.png 226w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-inner-column elementor-element elementor-element-7c35991\" data-id=\"7c35991\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e5b8bd7 elementor-widget-tablet__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"e5b8bd7\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<h3><a id=\"mateus-humberto\"><\/a>Prof. Dr. Mateus Humberto<\/h3><p><a href=\"http:\/\/lattes.cnpq.br\/3711549028141208\" target=\"_blank\" rel=\"noopener\">Lattes<\/a> | <a href=\"https:\/\/scholar.google.com\/citations?hl=en&amp;user=qprlVusAAAAJ\" target=\"_blank\" rel=\"noopener\">Google Scholar<\/a> | <a href=\"mailto:mateushumberto@usp.br\">mateushumberto@usp.br<\/a><\/p><p>Mateus \u00e9 professor do Departamento de Engenharia de Transportes (PTR) na Escola Polit\u00e9cnica da Universidade de S\u00e3o Paulo (Poli-USP). Possui doutorado em Sistemas de Transportes pela Universidade de Lisboa (MIT Portugal Program) e gradua\u00e7\u00e3o em Engenharia Civil pela Universidade de S\u00e3o Paulo (USP).<\/p><p>De forma complementar \u00e0 pesquisa acad\u00eamica, trabalhou para organiza\u00e7\u00f5es da sociedade civil (Techo, ap\u00e9 estudos em mobilidade, WRI Cities, ITDP Brasil, WRI Brasil, Instituto Cordial, ANTP) e consultorias de transporte (Logit, TC Urbes, Instituto Movimento) em projetos relacionados principalmente \u00e0s intera\u00e7\u00f5es entre pol\u00edticas p\u00fablicas e mobilidade urbana sustent\u00e1vel.<\/p><p>Sua pr\u00e1tica no ensino, pesquisa e extens\u00e3o possui um enfoque no planejamento de transportes, a partir da incorpora\u00e7\u00e3o de m\u00e9todos causais e de abordagens envolvendo m\u00e9todos mistos de pesquisa.<\/p><p><a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/04_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4473\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/04_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/04_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/04_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/04_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/04_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/04_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/04_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/04_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/04_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/a> <a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/08_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4471\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/08_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/08_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/08_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/08_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/08_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/08_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/08_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/08_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/08_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/> <\/a><a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/10_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4483\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/10_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/10_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/10_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/10_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/10_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/10_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/10_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/10_0-400x399.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/10_0.png 670w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/> <\/a><a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4460\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/a> <a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/17_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4467\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/17_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/17_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/17_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/17_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/17_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/17_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/17_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/17_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/17_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/a><\/p><p><a href=\"https:\/\/sites.usp.br\/ppget\/programa\/orientadores\/#indice\">(Voltar ao \u00edndice)<\/a><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-78375aa elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"78375aa\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-fac5526\" data-id=\"fac5526\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1c80408 elementor-widget elementor-widget-image\" data-id=\"1c80408\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"400\" height=\"535\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2024\/11\/Untitled-14.png\" class=\"attachment-full size-full wp-image-3116\" alt=\"\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2024\/11\/Untitled-14.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2024\/11\/Untitled-14-224x300.png 224w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-inner-column elementor-element elementor-element-56c44aa\" data-id=\"56c44aa\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e479574 elementor-widget-tablet__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"e479574\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<h3><a id=\"orlando-strambi\"><\/a>Prof. Dr. Orlando Strambi<\/h3><p><span style=\"font-weight: 400; color: #808080;\">Bolsista de Produtividade em Pesquisa 1D<\/span><\/p><p><a href=\"http:\/\/lattes.cnpq.br\/7965741010042617\" target=\"_blank\" rel=\"noopener\">Lattes<\/a> | <a href=\"mailto:ostrambi@usp.br\">ostrambi@usp.br<\/a><\/p><p>Professor Titular S\u00eanior (aposentado) da Escola Polit\u00e9cnica da Universidade de S\u00e3o Paulo e bolsista de produtividade em pesquisa (n\u00edvel 1C) do CNPq. Possui gradua\u00e7\u00e3o em Engenharia Civil pela Escola Polit\u00e9cnica da Universidade de S\u00e3o Paulo (1975), mestrado em Planejamento de Transportes pela Cornell University (1981), doutorado em Engenharia de Transportes pela Escola Polit\u00e9cnica da Universidade de S\u00e3o Paulo (1991) e livre-doc\u00eancia em Transporte Urbano pela Universidade de S\u00e3o Paulo (2000).<\/p><p>Membro titular (2007-2010) do Comit\u00ea de Assessoramento das Engenharias de Produ\u00e7\u00e3o e Transportes do CNPq (representante da \u00e1rea de Engenharia de Transportes), membro do Comit\u00ea de Avalia\u00e7\u00e3o &#8211; Engenharias I (Civil) da CAPES e assessor ad hoc do CNPq, CAPES, FAPESP, FAPERJ, FAPERGS e outras institui\u00e7\u00f5es de apoio \u00e0 pesquisa.<\/p><p>Tem experi\u00eancia na \u00e1rea de Engenharia de Transportes, com \u00eanfase em planejamento de transportes, atuando principalmente nos temas de an\u00e1lise e modelagem da demanda por transportes, estudos de mobilidade, levantamento de informa\u00e7\u00f5es para o planejamento de transportes e transporte p\u00fablico.<\/p><p><a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/05_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4474\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/05_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/05_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/05_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/05_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/05_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/05_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/05_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/05_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/05_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/> <\/a><a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/10_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4483\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/10_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/10_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/10_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/10_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/10_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/10_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/10_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/10_0-400x399.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/10_0.png 670w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/> <\/a><a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4460\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/a><\/p><p><a href=\"https:\/\/sites.usp.br\/ppget\/programa\/orientadores\/#indice\">(Voltar ao \u00edndice)<\/a><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-dea8589 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"dea8589\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-c35f9f0\" data-id=\"c35f9f0\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-149f35e elementor-widget elementor-widget-image\" data-id=\"149f35e\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"800\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/Rosangela-Motta.png\" class=\"attachment-full size-full wp-image-4515\" alt=\"\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/Rosangela-Motta.png 800w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/Rosangela-Motta-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/Rosangela-Motta-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/Rosangela-Motta-768x768.png 768w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/Rosangela-Motta-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/Rosangela-Motta-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/Rosangela-Motta-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/Rosangela-Motta-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/Rosangela-Motta-400x400.png 400w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-inner-column elementor-element elementor-element-d141a3d\" data-id=\"d141a3d\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-eb60807 elementor-widget-tablet__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"eb60807\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<h3><a id=\"rosangela-dos-santos\"><\/a>Profa. Dra. Ros\u00e2ngela dos Santos Motta<\/h3><p><a href=\"http:\/\/lattes.cnpq.br\/4758990853073253\" target=\"_blank\" rel=\"noopener\">Lattes<\/a> | <a href=\"https:\/\/scholar.google.com\/citations?hl=en&amp;user=zxwDYPUAAAAJ\" target=\"_blank\" rel=\"noopener\">Google Scholar<\/a> | <a href=\"mailto:rosangela.motta@usp.br\">rosangela.motta@usp.br<\/a><\/p><p>Possui gradua\u00e7\u00e3o em Engenharia Civil pela Universidade Presbiteriana Mackenzie (2000), mestrado e doutorado em Engenharia de Transportes pela Universidade de S\u00e3o Paulo (2005 e 2011, respectivamente).<\/p><p>\u00c9 professora de gradua\u00e7\u00e3o da Escola Polit\u00e9cnica da Universidade de S\u00e3o Paulo (EPUSP), lecionando nas disciplinas &#8220;PTR3111 &#8211; Geom\u00e1tica I&#8221;, &#8220;PTR0101 &#8211; Topografia&#8221;, &#8220;PTR0201 &#8211; Topografia Geral&#8221;, &#8220;PTR3321 &#8211; Projeto de Vias de Transporte&#8221; e &#8220;PTR3421 &#8211; Transporte sobre Trilhos&#8221;. Tamb\u00e9m \u00e9 docente credenciada do Programa de P\u00f3s-Gradua\u00e7\u00e3o em Engenharia de Transportes (PPGET) da EPUSP, lecionando na disciplina &#8220;PTR5919 &#8211; Aspectos Geomec\u00e2nicos em Infraestrutura Ferrovi\u00e1ria&#8221;.<\/p><p>\u00c9 coordenadora do Laborat\u00f3rio de Inova\u00e7\u00e3o em Vias Metroferrovi\u00e1rias (LIM) e, complementarmente, atua como pesquisadora junto ao Laborat\u00f3rio de Tecnologia de Pavimenta\u00e7\u00e3o (LTP).Tem experi\u00eancia na \u00e1rea de Engenharia Civil, com \u00eanfase em Infraestrutura de Transportes rodovi\u00e1ria e ferrovi\u00e1ria.<\/p><p>Dentro da gest\u00e3o universit\u00e1ria na EPUSP, atualmente \u00e9 membro titular da Congrega\u00e7\u00e3o, do Conselho do Departamento de Engenharia de Transportes e da Comiss\u00e3o de Cultura e Extens\u00e3o, al\u00e9m de suplente da Comiss\u00e3o Coordenadora do PPGET.<\/p><p><a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4459\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/09_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/a> <a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4460\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/11_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/> <\/a><a href=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-4458\" src=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-300x300.png\" alt=\"\" width=\"80\" height=\"80\" srcset=\"https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-300x300.png 300w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-150x150.png 150w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-160x160.png 160w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-320x320.png 320w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-45x45.png 45w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-200x200.png 200w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0-400x400.png 400w, https:\/\/sites.usp.br\/ppget\/wp-content\/uploads\/sites\/1532\/2025\/10\/13_0.png 466w\" sizes=\"(max-width: 80px) 100vw, 80px\" \/><\/a><\/p><p><a href=\"https:\/\/sites.usp.br\/ppget\/programa\/orientadores\/#indice\">(Voltar ao \u00edndice)<\/a><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>\u00cdndice Prof. Dr. Carlos Yukio Suzuki Prof. Dr. Cassiano Augusto Isler Prof. Dr. Claudio Barbieri da Cunha Prof. Dr. Claudio Luiz Marte Prof. Dr. Denizar Blitzkow Prof. Dr. Diego Bogado Tomasiello Prof. Dr. Edvaldo&#46;&#46;&#46;<\/p>\n","protected":false},"author":24123,"featured_media":0,"parent":2871,"menu_order":2,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":"","_links_to":"","_links_to_target":""},"class_list":["post-2873","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/sites.usp.br\/ppget\/wp-json\/wp\/v2\/pages\/2873","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sites.usp.br\/ppget\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/sites.usp.br\/ppget\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/sites.usp.br\/ppget\/wp-json\/wp\/v2\/users\/24123"}],"replies":[{"embeddable":true,"href":"https:\/\/sites.usp.br\/ppget\/wp-json\/wp\/v2\/comments?post=2873"}],"version-history":[{"count":4,"href":"https:\/\/sites.usp.br\/ppget\/wp-json\/wp\/v2\/pages\/2873\/revisions"}],"predecessor-version":[{"id":4728,"href":"https:\/\/sites.usp.br\/ppget\/wp-json\/wp\/v2\/pages\/2873\/revisions\/4728"}],"up":[{"embeddable":true,"href":"https:\/\/sites.usp.br\/ppget\/wp-json\/wp\/v2\/pages\/2871"}],"wp:attachment":[{"href":"https:\/\/sites.usp.br\/ppget\/wp-json\/wp\/v2\/media?parent=2873"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}