%0 Conference Proceedings
%4 sid.inpe.br/mtc-m12@80/2006/04.27.20.41
%2 sid.inpe.br/mtc-m12@80/2006/04.27.20.41.12
%@doi 10.1109/IGARSS.2003.1294176
%T Modeling the urban evolution of land use transitions using cellular automata and logistic regression
%D 2003
%A Almeida, Cláudia Maria de,
%A Monteiro, Antonio Miguel Vieira,
%A Câmara, Gilberto,
%A Soares Filho, Britaldo Silveira,
%A Cerqueira, Gustavo Coutinho,
%A Pantuzzo, Alexandre Eduardo,
%@affiliation Divisão de Sensoriamento Remoto
%@affiliation Divisão de Processamento de Imagens
%@affiliation Divisão de Processamento de Imagens
%@affiliation UFMG
%@affiliation UFMG
%@affiliation UFMG
%B IGARSS, 2003 - IEEE International Geoscience and Remote Sensing Symposium, 2003, Toulouse, França. Proceedings of the IEEE International Geoscience and Remote Sensing Symposium.
%C França
%8 2003-03
%I IEEE
%V 3
%P 1564 - 1566
%S Proceedings
%1 IEEE
%K urban modelling, land use dynamics, cellular automata, Logistic Regression, remote sensing, town planning.
%X The present work introduces a framework for simulating urban land use dynamics based on the estimation of land use transition probabilities through logistic regression. Different simulation outputs for a case study town, Bauru, in the period 1979-1988 were generated, and statistical validation tests were then conducted for the best results, employing a multiple resolution fitting procedure.
%@language en
%3 IGARSS_2003.pdf