Volume 8 Number 2 April 2014 2238-1031 Journal of Transport Literature BTPS Brazilian Transport Planning Society JTL|RELIT www.transport-literature.org Journal of Transport Literature ISSN 2238-1031 Volume 8, Number 2 April, 2014 Published by BTPS Brazilian Transportation Planning Society www.transport-planning.org BTPS – Brazilian Transport Planning Society, Manaus, 2014 Journal of Transport Literature, vol. 8, n. 2. Manaus: Brazilian Transport Planning Society, BPTS, April, 2014. Quarterly. 1. Transport 2. Management 3. Economics 4. Planning 5. Public Policy CDD 380 Index for systematic catalog 1. Transport in General, 380 2. Rail transport, 385 3. Water transport, 386 4. Air, Maritime and space transport, 387 5. Surface Transport, 388 BTPS | Brazilian Transportation Planning Society Avenida General Rodrigo Octávio Jordão Ramos, 3000 Coroado I - Faculdade de Tecnologia - FT Núcleo Interinstitucional de Pesquisas e Estudos em Transporte, Logística e Construção Naval na Amazônia Universidade Federal do Amazonas (UFAM) Manaus - Brasil CEP 69077-000 www.transport-planning.org Contact us: [email protected] JTL|RELIT www.transport-literature.org Journal of Transport Literature ISSN 2238-1031 Vol. 8, N. 2 (2014) Summary Introducing the volume 8, number 2 of JTL Editorial 5 Research Directory Transportation with volume discount - a case study of a logistic operator in Ghana, author: Abdul-Salam Sibidoo Mubashiru* (paper in English), pp. 7-37. Measurement of a cost function for US airlines: restricted and unrestricted translog models, author: William J. Meland* (paper in English), pp. 38-72. A merger effect on different airline groups: empirical study on the Delta-Northwest merger in 2008, author: Sora Park* (paper in English), pp. 73-99. Risk perception factors and their influence on road transportation, authors: Aderinlewo Olufikayo*, Ata Grace (paper in English), pp. 100-112. Informal transport and its effects in the developing world - a case study of Addis Ababa, Ethiopia, author: Fekadu Kassa* (paper in English), pp. 113-133. A spinoffs study applied to the airline industry, author: Erika Kutscher* (paper in English), pp. 134-177. Analysis of rail yard and terminal performances, authors: Marin Marinov*, Leonardo Di Giovanni, Giulia Bellisai, Julian Clevermann, Anastasia Mastellou, Diogo Victόria, Lalka Deleva (paper in English), pp. 178-200. Monitoring the condition of roads pavement surfaces: proposal of methodology using hyperspectral images, authors: Marcos Ribeiro Resende, Liedi Legi Bariani Bernucci, José Alberto Quintanilha* (paper in English), pp. 201-220. A model to predict cracking progression in hot-mix asphalt pavements, authors: Sérgio Pacífico Soncim*, José Leomar Fernandes Junior (paper in Spanish), pp. 221-243. Urban mobility in Maputo metropolitan area: analysis of the management bodies of urban planning and mobility, institutional arrangements and inputs for effective articulation, author: Inocêncio Nhatuguês de Mendonça* (paper in Portuguese), pp. 244-270. Hyperpath concept in freight transport: an exploratory analysis, authors: Silvia Araujo dos Reis*, José Eugênio Leal (paper in Portuguese), pp. 271-294. Modeling of logistic networks with seasonality: influence of carrying cost and ICMS credit, authors: Ricardo Hamad*, Nicolau Dionísio Fares Gualda (paper in Portuguese), pp. 295-324. Improving post-sale reverse logistics in department stores: a Brazilian case study, authors: Diana Mery Messias Lopes, Márcio de Almeida D'Agosto, Amanda Fernandes Ferreira*, Cintia Machado de Oliveira (paper in English), pp. 325-348. Editorial Contacts and Information About JTL|RELIT * corresponding author. JTL|RELIT www.transport-literature.org Journal of Transport Literature ISSN 2238-1031 Vol. 8, N. 2 (2014) Sumário Introdução ao volume 8, número 2 do JTL Editorial 5 Diretório de Pesquisas Transporte com desconto de volume - um estudo de caso de um operador logístico em Gana, autor: Abdul-Salam Sibidoo Mubashiru* (artigo em Inglês), pp. 7-37. Mensuração de uma função de custo para companhias aéreas norte-americanas: modelos translog restritos e irrestritos, autor: William J. Meland* (artigo em Inglês), pp. 3872. Um efeito fusão de diferentes grupos de companhias aéreas: estudo empírico da fusão DeltaNorthwest em 2008, autor: Sora Park* (artigo em Inglês), pp. 73-99. Fatores de percepção de risco e sua influência sobre o transporte rodoviário, autores: Aderinlewo Olufikayo*, Ata Grace (artigo em Inglês), pp. 100-112. O transporte informal e seus efeitos no mundo em desenvolvimento - um estudo de caso de Addis Abeba, Etiópia, autor: Fekadu Kassa* (artigo em Inglês), pp. 113-133. Um estudo de "spinoffs" aplicado à indústria do transporte aéreo, autor: Erika Kutscher* (artigo em Inglês), pp. 134-177. Análise do pátio ferroviário e do desempenho de terminais, autores: Marin Marinov*, Leonardo Di Giovanni, Giulia Bellisai, Julian Clevermann, Anastasia Mastellou, Diogo Victόria, Lalka Deleva (artigo em Inglês), pp. 178-200. Monitoramento das condições das superfícies de pavimentos rodoviários: proposta de metodologia utilizando imagens hiperespectrais, autores: Marcos Ribeiro Resende, Liedi Legi Bariani Bernucci, José Alberto Quintanilha* (artigo em Inglês), pp. 201220. Modelo de previsión de la progresión del área de fisuras en pavimentos asfálticos, autores: Sérgio Pacífico Soncim*, José Leomar Fernandes Junior (artigo em Spanish), pp. 221243. Mobilidade urbana na área metropolitana de Maputo: análise dos órgãos de gestão do planeamento e mobilidade urbana, arranjos institucionais e insumos para a sua efectiva articulação, autor: Inocêncio Nhatuguês de Mendonça* (artigo em Português), pp. 244-270. Uso do conceito de hipercaminhos no transporte de carga: uma análise exploratória, autores: Silvia Araujo dos Reis*, José Eugênio Leal (artigo em Português), pp. 271-294. Modelagem de redes logísticas com demandas sazonais: influência do custo de estoque e do crédito de ICMS, autores: Ricardo Hamad*, Nicolau Dionísio Fares Gualda (artigo em Português), pp. 295-324. Melhorando a logística reversa de pós-venda em lojas de departamento: um estudo de caso brasileiro, autores: Diana Mery Messias Lopes, Márcio de Almeida D'Agosto, Amanda Fernandes Ferreira*, Cintia Machado de Oliveira (artigo em Inglês), pp. 325348. Contato e Informações Editoriais Sobre o JTL|RELIT * autor correspondente. JTL|RELIT www.transport-literature.org Journal of Transport Literature ISSN 2238-1031 Editorial Introducing the volume 8, number 2 of JTL Welcome to the latest issue of the Journal of Transport Literature - the volume 8, number 2. The Journal of Transport Literature (JTL-RELIT), e-ISSN 2238-1031, is a fully-electronic, open access, high-quality and peer-reviewed journal focused on the challenges of emerging transportation markets. JTL-RELIT publishes scientific articles and reviews of all means of transportation, associated infrastructure and related sectors. The main objective of JTLRELIT is promoting the diffusion of scientific knowledge in the area of transport management, planning and economics, with special focus on emerging markets. Papers reporting experiences from all regions of the world are welcome. Our journal aims to providing a permanent forum for the academic community of transportation all over the world. Note that RELIT is an acronym for the title of the journal as it is known in Brazil, Revista de Literatura dos Transportes. JTL-RELIT is the only transportation journal certified by Brazilian Institute of Information in Science and Technology (IBCT), of the Ministry of Science and Technology. All researchers in the field of transportation and related sectors are invited to submit articles to JTL-RELIT. Papers are published in Portuguese, English and Spanish in the areas of transport and infrastructure associated services with an emphasis on management, planning, public policy, economics, logistics and associated socio-economic, regulatory and environmental impacts. JTL-RELIT has two sections: Research Directory and Reviews & Essays. The Journal of Transport Literature (JTL-RELIT) is an international online journal published in English, Spanish and Portuguese. The aim of JTL is to publish high-quality, peer-reviewed, research and review articles in the rapidly developing field of transport economics, management applied to emerging markets. Experiences from transportation sectors of mature economies are also welcome. JTL publishes original research papers on all aspects of the transport economics and management, covering all transport means and infrastructure associated. JTL also publishes papers on transport-related sectors, such as tourism, fuel, etc. The journal aims to cover the latest outstanding developments in the field, which are published in the Research Directory section. Review articles and technical reports are published in the Reviews & Essays Section of the journal. JTL-RELIT is freely available in bibliographic databases and repositories of scientific papers on the internet. These academic databases have search engines that provide potential readers with a rapid access to its papers. The goal is to maximize the visibility of articles published in the journal. JTL-RELIT is currently available in the following databases: Directory of Open Access Journals (DOAJ), Academic Journals Database, TRID/Transportation Research Board and Scielo - Scientific Electronic Library Online. Papers published in JTL-RELIT are also easily and freely available from Google Scholar. JTL-RELIT is published by BTPS, the Brazilian Transport Planning Society. The aim of BTPS is to provide a professional society for academics and practitioners with an interest in the field of Transport Planning, Economics and Management. BTPS consists of its members and an Executive Board. As a scientific society, BTPS aims to stimulate, disseminate, promote and leverage scientific and technical publications applied to the transportation sector, and related infrastructure and related sectors. Your sincerely, Editorial Board Journal of Transport Literature JTL|RELIT www.transport-literature.org Journal of Transport Literature ISSN 2238-1031 About JTL|RELIT The Journal of Transport Literature (JTL-RELIT), e-ISSN 2238-1031, is a fully-electronic, open access, high-quality and peer-reviewed journal focused on the challenges of emerging transportation markets. JTL-RELIT published scientific articles and reviews of all means of transportation, associated infrastructure and related sectors. The main objective of JTL-RELIT is promoting the diffusion of scientific knowledge in the area of transport management, planning and economics, with special focus on emerging markets. Papers reporting experiences from all regions of the world are welcome. Our journal aims to providing a permanent forum for the academic community of transportation all over the world. Note that RELIT is an acronym for the title of the journal as it is known in Brazil, Revista de Literatura dos Transportes. JTL-RELIT is the only transportation journal certified by Brazilian Institute of Information in Science and Technology (IBCT), of the Ministry of Science and Technology. According to the Brazilian Federal Agency CAPES of the Ministry of Education, the Journal of Transport Literature is among the best journals of the country. In summary, here are some characteristics of JTL-RELIT: International online journal Focus on emerging transportation markets Welcomes papers reporting experiences from all over the world Covers transportation economics, management, public policy, regulation and environmental issues Covers all passenger and freight transportation modes Welcomes all quantitative and qualitative research methodologies Sections: Research Directory, Reviews & Essays Published quarterly Peer-reviewed and double-blind refereeing process Highly experienced International Editorial Board Papers in English, Spanish and Portuguese First published in 2007 Entirely open access journal Commitment to strict editorial deadlines Top-10 Most downloaded Rank Paper of the Year Award Average turnaround times lower than three months Freely available at Directory of Open Access Journals (DOAJ), Academic Journals Database, TRID/Transportation Research Board and Scielo - Scientific Electronic Library Online. Published by the Brazilian Transport Planning Society, BPTS Editorial Board – JTL JTL is one of the few journals with the Editorial Board formed by researchers from most continents of the world (Africa, Americas, Asia, Australia and Oceania, and Europe). Editor-in-Chief Prof. Alessandro V. M. Oliveira, Aeronautics Institute of Technology, São José dos Campos, São Paulo, Brazil Co-Editors Prof. Adolf K.Y. Ng, University of Manitoba, Canada. Prof. Bhargab Maitra, Indian Institute of Technology Kharagpur, India Prof. Licinio da Silva Portugal, Federal University of Rio de Janeiro, Rio de Janeiro, RJ, Brazil Advisory Editors Prof. Anderson Ribeiro Correia, Aeronautics Institute of Technology, São José dos Campos, SP, Brazil Prof. Antonio Nelson Rodrigues da Silva, University of São Paulo, São Carlos, SP, Brazil Prof. Bijan Vasigh, Embry-Riddle Aeronautical University, United States Prof. Bruce Prideaux, James Cook University, Australia Prof. Carlos Alberto Faria, Federal University of Uberlândia, Uberlândia, MG, Brazil Prof. Carlos David Nassi, Federal University of Rio de Janeiro, Rio de Janeiro, RJ, Brazil Prof. Claudio Agostini, Alberto Hurtado University, Chile Prof. Claudio Barbieri da Cunha, University of São Paulo, São Paulo, SP, Brazil Prof. Claudio Piga, Loughborough University, United Kingdom Prof. David Gillen, University of British Columbia, Canada Prof. David Levinson, University of Minnesota, United States Prof. David Timothy Duval, University of Winnipeg, Canada Prof. Elton Fernandes, Federal University of Rio de Janeiro, Rio de Janeiro, RJ, Brazil Prof. Floriano Carlos Martins Pires Junior, Federal University of Rio de Janeiro, Rio de Janeiro, RJ, Brazil Prof. Gilberto Sisto Fernández, University of Mato Grosso, Cuiabá, MT, Brazil Prof. Guilherme Lohmann, Southern Cross University, Australia Prof. Gustavo Andrés Lipovich, University of Buenos Aires, Argentina Prof. Gustavo Peixoto Silva, Federal University of Ouro Preto, Ouro Preto, MG, Brazil Prof. Heloisa Maria Barbosa, Federal University of Minas Gerais, Belo Horizonte, MG, Brazil Prof. Jaap de Wit, University of Amsterdam, Netherlands Prof. Jan Havenga, University of Stellenbosch, South Africa Prof. Jing Shi, Tsinghua University, China Prof. João Bosco Furtado Arruda, Federal University of Ceará, Fortaleza, CE, Brazil Prof. João Carlos Soares de Mello, Fluminense Federal University, Niterói, RJ, Brazil Prof. João Carlos Souza, Federal University of Santa Catarina, Florianópolis, SC, Brazil Prof. José Leomar Fernandes Júnior, University of São Paulo, São Paulo, SP, Brazil Prof. Lenise Grando Goldner, Federal University of Santa Catarina, Florianópolis, SC, Brazil Prof. Márcio Rogério Silveira, Federal University of Santa Catarina, Florianópolis, SC, Brazil Prof. Maria Inês Faé, Federal University of Espírito Santo, Vitória, ES, Brazil Prof. Maria Lucia Galves, University of Campinas, Campinas, SP, Brazil Prof. Marin Marinov, Newcastle University, United Kingdom Prof. Marta Maria Bastos de Mendonça, Federal University of Ceará, Fortaleza, CE, Brazil Prof. Martin Dresner, University of Maryland, United States Prof. Milton Luiz Paiva de Lima, Federal University of Rio Grande, Rio Grande, RS, Brazil Prof. Mônica Maria Mendes Luna, Federal University of Santa Catarina, Florianópolis, SC, Brazil Prof. Nan Liu, Zhejiang University, China Prof. Nelson Kuwahara, Federal University of Amazonas, Manaus, AM, Brazil Prof. Pastor Willy Gonzales Taco, University of Brasília, Brasília, DF, Brazil Prof. Patrick S. McCarthy, Georgia Institute of Technology, United States Prof. Paulo Cesar Marques da Silva, University of Brasília, Brasília, DF, Brazil Prof. Paulo Cezar Martins Ribeiro, Federal University of Rio de Janeiro, Rio de Janeiro, RJ, Brazil Prof. Reinaldo Crispiano Garcia, University of Brasília, Brasília, DF, Brazil Prof. Renato da Silva Lima, Federal University of Itajubá, Itajubá, MG, Brazil Prof. S. Sriraman, University of Mumbai, India Prof. Sanjay K. Singh, Indian Institute of Management Lucknow, India Prof. Suely da Penha Sanches, Federal University of São Carlos, São Carlos, SP, Brazil Prof. Vania Barcellos Gouvea Campos, Military Institute of Engineering, Rio de Janeiro, RJ, Brazil Prof. Xinmiao Yang, Tsinghua University, China Prof. Yen-Chun Jim Wu, National Sun Yat-Sen University, Taiwan Editorial Team Paulo Celestino, Chief-Journalist, Mtb 998/RN, São Paulo, SP, Brazil Humberto Bettini, Coordenador de Divulgação Científica, JTL, Campinas, SP, Brazil Ad-hoc referees Adriano Lauro, Federal Fluminense University - Niterói, Brazil. Aneirson Francisco da Silva, Fepi - Itajubá, Brazil. Antonio Carlos Dinato, Daesp - São Paulo, Brazil. Arnaldo Vieira Moura, University of Campinas - Campinas, Brazil. Ben-Hur de Albuquerque e Silva, Military Institute of Engineering - Rio de Janeiro, Brazil. Carlos Müller, Aeronautics Institute of Technology - São José dos Campos, Brazil. Edson Benício de Carvalho Júnior, Catholic University of Brasília - Brasília, Brazil. Evandro Cardoso dos Santos, Jackson State University - Jackson, United States. Filipe Augusto Cinque de Proença Franco, Ministry of Defense - Rio de Janeiro, Brazil. Francisco Gildemir Ferreira da Silva, National Transportation Agency - Brasília, Brazil. Guilherme Lohmann, Southern Cross University - Lismore, Australia. Gustavo Peixoto Silva, Federal University of Ouro Preto - Ouro Preto, Brazil. João Bosco Furtado Arruda, Federal University of Ceará - Fortaleza, Brazil. João Carlos Félix Souza, University of Brasília - Brasília, Brazil. Manuel Meireles, Faccamp - Campo Limpo Paulista, Brazil. Maria Inês Faé, Federal University of Espírito Santo - Vitória, Brazil. Marin Marinov, Newcastle University - Newcastle, England. Marlova Grazziotin Johnston, Departamento Autônomo de Estradas de Rodagens do Rio Grande do Sul - Porto Alegre, Brazil. Mayara Condé Rocha Murça, Aeronautics Institute of Technology - São José dos Campos, Brazil. Miriam Cristina Pontello Barbosa Lima, Federal University of Minas Gerais - Belo Horizonte, Brazil. Nelio Domingues Pizzolato, Pontifical Catholic University of Rio de Janeiro - Rio de Janeiro, Brazil. Régis Martins Rodrigues, Aeronautics Institute of Technology - São José dos Campos, Brazil. Rogéria de Arantes Gomes Eller, Aeronautics Institute of Technology - São José dos Campos, Brazil. Sergio Luiz Garavelli, Catholic University of Brasília - Brasília, Brazil. JTL Best referee Award JTL, vol. 8, n. 2 (2014) Nelio Domingues Pizzolato, Pontifical Catholic University of Rio de Janeiro - Rio de Janeiro, Brazil. Submissions of Articles Information on submissions may be found at www.transport-literature.org/jtl-subm.htm. All researchers in the field of transportation and related sectors are invited to submit articles to JTL-RELIT. Papers are published in Portuguese, English and Spanish in the areas of transport and infrastructure associated services with an emphasis on management, planning, public policy, economics, logistics and associated socio-economic, regulatory and environmental impacts. JTL-RELIT considers submissions of papers previously presented in conferences, symposia and seminars. The journal strongly encourages authors to present their research in many research forums and improve their papers according to comments received before submission. JTL-RELIT has a highly experienced International Editorial Board. The journal also has a wide network of reviewers, who ensure the quality of the papers and advise on revision of the submitted papers. Be sure that we will get back to you soon with a decision. If you are submitting a paper, please check our Guidelines for Authors below. Guidelines for Authors All guidelines for authors may be found at www.transport-literature.org/jtl-guid.htm, including: a) information concerning the indication of the author's responsibility for the content of the manuscript (authors have to fill in a form when submitting their papers); and b) information relating to the standards adopted for the preparation of references (www.transport-literature.org/jtl-guia.pdf for referencing rules in Portuguese). Submissions may be either by email or via the Open Journal System (OJS) of the journal. If you are submitting your files by e-mail please fill out the the information of all authors, available at www.transport-literature.org/jtl-submform.xls. This form must be sent to the editor along with your paper. o A basic formatting framework is available at www.transport- literature.org/jtlstyle.doc. If you are a Portuguese-speaker author, however, please use the following files instead: www.transport-literature.org/jtlartigomodelo.doc and www.transport-literature.org/jtl-guia.pdf. These documents contain detailed information on the recommended manuscript style. o Please submit all documents (article and the submission form) to [email protected]. If you are submitting via our OJS, please access this link. You must register and create a login. We are constantly improving our system to make it easier to international users. In case you have any difficulties, please contact [email protected]. Aims and Scope We are proud to state that the Journal of Transport Literature (JTL-RELIT) is the only scientific journal in the world with a strong focus on emerging transport markets. By emerging markets we mean transportation industries from country with social and economic activity in the process of rapid growth and industrialization, like China, India and Brazil. JTLRELIT aims at contributing to the scientific development of the transport field in those rapiddevelopment regions. Our focus on emerging markets does not mean we only receive submissions on this subject. On the contrary, JTL-RELIT welcomes contributions from all over the world, as experiences from highly-developed countries are key to scientific progress of the area. JTL publishes original research papers on all aspects of the transport economics and management, covering all transport means and infrastructure associated. JTL also publishes papers on transport-related sectors, such as tourism, fuel, etc. The journal aims to cover the latest outstanding developments in the field, which are published in the Research Directory section. Review articles and technical reports are published in the Reviews & Essays Section of the journal. Areas covered by JTL-RELIT (not exhaustive): Transport economics, logistics, management and planning Transport regulation, public policy and privatization Social-economic, regulatory and environmental impacts of transports Upstream and Downstream sectors, such as infrastructure, fuel, distribution and tourism Indexing JTL-RELIT is freely available in bibliographic databases and repositories of scientific papers on the internet. These academic databases have search engines that provide potential readers with a rapid access to its papers. The goal is to maximize the visibility of articles published in the journal. JTL-RELIT is currently available in the following databases: Directory of Open Access Journals (DOAJ), Academic Journals Database, TRID/Transportation Research Board and Scielo - Scientific Electronic Library Online. Papers published in JTL-RELIT are also easily and freely available from Google Scholar. Editorial Policy The editorial policy of the Journal of Transport Literature (JTL-RELIT) is described below. JTL-RELIT typically publishes its four editions in advance. Authors may submit their papers across the year. Our policy is to provide refereeing and publication decisions within three months of receipt of manuscript. Some papers may take more time, but we are strictly committed to editorial times. JTL-RELIT considers submissions of papers previously presented in conferences, symposia and seminars. The journal strongly encourages authors to present their research in many research forums and improve their papers according to comments received before submission. The journal contains two sections: Research Directory and Reviews & Essays. Research Directory The purpose of the Research Directory Section is to present the transportation community with original, high-quality research. Papers published in this Section contain the latest outstanding developments in the field and innovative contributions to the study of the problems of emerging transportation markets. Reviews & Essays The purpose of the Essays & Surveys Section is to help transportation researchers and practitioners keep abreast of research in the field. To this end, the journal publishes extended survey articles and essays, and book reviews. Papers published in this section must be formatted as a self-contained article, providing the reader with a broader view of the covered area of subject (extended survey), instead of simply reviewing an article or book. About the publisher JTL-RELIT is published by BTPS, the Brazilian Transport Planning Society. The aim of BTPS is to provide a professional society for academics and practitioners with an interest in the field of Transport Planning, Economics and Management. BTPS consists of its members and an Executive Board. As a scientific society, BTPS aims to stimulate, disseminate, promote and leverage scientific and technical publications applied to the transportation sector, and related infrastructure and related sectors. The Brazilian Transport Planning Society (BTPS) is an academic association of transport researchers and professors in Brazil. It is based at the Federal University of Manaus. The major objective of the society is to provide a professional society for academics and practitioners with an interest in the field of Transport Economics, Management Planning. BPTS consists of its members and an Executive Committee. The society is responsible for the Transport Research Network (RPT). Below is the composition of the current Executive Committee of BPTS. BTPS Executive Committee (Mandate 2011-2016) President Vânia Barcellos Gouvea Campos, Instituto Militar de Engenharia, Rio de Janeiro, RJ, Brazil Márcia Helena Veleda Moita (in memoriam), Universidade Federal do Amazonas, Manaus, Brazil Vice-President Nelson Kuwahara, Universidade Federal do Amazonas, Manaus, Brazil Institucional Coordinator Carlos Henrique Rocha, University of Brasília, Brasília, DF, Brazil Transport Research Network (RPT) Coordinator Milton Luiz Paiva de Lima, Federal University of Rio Grande, Rio Grande, RS, Brazil Vice-Coordinator Carlos Alberto Faria, Federal University of Uberlândia, Uberlândia, MG, Brazil Committee of Research Group Leaders Márcio Rogério Silveira, Santa Catarina Federal State, Florianópolis, SC, Brazil Renato da Silva Lima, Federal University of Itajubá, Itajubá, MG, Brazil Anderson R. Correia, Aeronautics Institute of Technology, S. J. Campos, SP, Brazil Gustavo Peixoto Silva, Federal University of Ouro Preto, Ouro Preto, MG, Brazil Contact Us Editor-in-Chief Prof. Alessandro V. M. Oliveira Aeronautics Institute of Technology Divisão de Engenharia Civil - IEI/ITA. Praça Marechal Eduardo Gomes, 50, Vila das Acácias São José dos Campos - SP – Brazil - CEP 12.228-900 Information: [email protected] Submissions: [email protected] BTPS | Brazilian Transportation Planning Society Avenida General Rodrigo Octávio Jordão Ramos, 3000. Coroado I - Faculdade de Tecnologia – FT. Núcleo Interinstitucional de Pesquisas e Estudos em Transporte, Logística e Construção Naval na Amazônia. Universidade Federal do Amazonas (UFAM). Manaus – Brasil. CEP 69077-000. Webpage: www.transport-planning.org Contact us: [email protected].