Application of GIS and remote sensing techniques in generation of land use scenarios for hydrological modeling

This research studies the change in land use in a binational hydrographic basin in South America. In addition, a future perspective for land use is generated according to the trends in the development observed. A multi-temporal analysis of land use change is carried out and variables that can explain the observed transitions will be selected. The relations between changes and explicative variables are studied in order to stochastically model future land use maps. Persistence was found to be the predominant state. Higher transitions were observed in the zones of boundaries between categories. Biophysical variables had the most explicative power with a better performance of the model based on logistic regression than the one made by using neural networks. © 2010 Elsevier B.V.

• 第一著者: Oñate Valdivieso, F. (author)
• その他の著者: Bosque, J. (author)
• フォーマット: article
• 出版事項: 2010
• 主題: calibration of parameters; hydrological scenario; land use change model; lcm; sensitivity analysis
• オンライン･アクセス: http://dx.doi.org/10.1016/j.jhydrol.2010.10.033; http://dspace.utpl.edu.ec/handle/123456789/19320