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

被引：61
|
作者：
Onate-Valdivieso, F. [1 ]
Bosque Sendra, Joaquin [2 ]
机构：
[1] Univ Tecn Particular Loja, Unidad Ingn Civil Geol & Minas, Loja 1101608, Ecuador
[2] Univ Alcala, Dept Geog, Madrid, Spain
来源：
JOURNAL OF HYDROLOGY | 2010年 / 395卷 / 3-4期
关键词：
Land use change model; Hydrological scenario; LCM; Calibration of parameters; Sensitivity analysis; COVER; DEGRADATION;
D O I：
10.1016/j.jhydrol.2010.10.033
中图分类号：
TU [建筑科学];
学科分类号：
0813 ;
摘要：
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 (c) 2010 Elsevier B V All rights reserved
引用
收藏
页码：256 / 263
页数：8
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