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Spatio-temporal prediction of land use and land cover change in Bahi (Manyoni) Catchment, Tanzania, using multilayer perceptron neural network and cellular automata-Markov chain model 期刊论文
发表期刊: ENVIRONMENTAL MONITORING AND ASSESSMENT. 出版年: 2024, 卷号: 196, 期号: 1
作者:  Hersi, Naima A. M.;  Mulungu, Deogratias M. M.;  Nobert, Joel
收藏  |  浏览/下载：20/0  |  提交时间：2024/10/04
CA-Markov chain model  LULC change detection  MLP neural network (MLP-NN)  Semi-arid region  Support vector machine (SVM)  Tanzania  
Prediction of drought-driven land use/land cover changes in the Bakhtegan Lake watershed of Iran using Markov chain cellular automata model and remote sensing data 期刊论文
发表期刊: NATURAL HAZARDS. 出版年: 2023, 卷号: 116, 期号: 1, 页码: 1291-1314
作者:  Mokarram, Marzieh;  Pham, Tam Minh
收藏  |  浏览/下载：12/0  |  提交时间：2024/09/29
Land use  land cover changes  Drought indicators  Remote sensing  PCA method  CA-Markov chain  GIS  
Potential effects of oasis expansion on ecosystem service value in a typical inland river basin of northwest China 期刊论文
发表期刊: ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH. 出版年: 2023, 卷号: 30, 期号: 16, 页码: 48401-48414
作者:  Zhao, Minmin;  He, Zhibin;  Wang, Siyuan
收藏  |  浏览/下载：20/0  |  提交时间：2024/09/29
Oasis expansion  Land use change  Ecosystem service value  The Logistic-CA-Markov model  The benefit transfer method  The middle reaches of the Heihe River Basin  
Detecting, Analyzing, and Predicting Land Use/Land Cover (LULC) Changes in Arid Regions Using Landsat Images, CA-Markov Hybrid Model, and GIS Techniques 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2023, 卷号: 15, 期号: 23
作者:  Selmy, Salman A. H.;  Kucher, Dmitry E.;  Mozgeris, Gintautas;  Moursy, Ali R. A.;  Jimenez-Ballesta, Raimundo;  Kucher, Olga D.;  Fadl, Mohamed E.;  Mustafa, Abdel-rahman A.
收藏  |  浏览/下载：14/0  |  提交时间：2024/09/29
remote sensing  LULC classification  LULC changes  CA-Markov model  LULC projection  land-use planning  GIS  IDRISI  
Soil erosion prediction using Markov and CA-Markov chains methods and remote sensing drought indicators 期刊论文
发表期刊: ECOLOGICAL INFORMATICS. 出版年: 2023, 卷号: 78
作者:  Mokarram, Marzieh;  Zarei, Abdol Rassoul
收藏  |  浏览/下载：15/0  |  提交时间：2024/09/29
Soil erosion  Drought  Sustainable land management remote sensing  Markov and CA-Markov chain methods  PAC method  
Predicting the Evolution Trend of Water and Land Resource Carrying Capacity Based on CA-Markov Model in an Arid Region of Northwest China 期刊论文
发表期刊: SUSTAINABILITY. 出版年: 2023, 卷号: 15, 期号: 2
作者:  Xu, Cundong;  Hu, Xiaomeng;  Liu, Zijin;  Wang, Xin;  Tian, Junjiao;  Zhao, Zhihong
收藏  |  浏览/下载：12/0  |  提交时间：2024/09/29
water and land resource carrying capacity  arid region  CA-Markov  Landsat dataset  evolution analysis  
Spatiotemporal Variation and Future Predictions of Soil Salinization in the Werigan-Kuqa River Delta Oasis of China 期刊论文
发表期刊: SUSTAINABILITY. 出版年: 2023, 卷号: 15, 期号: 18
作者:  He, Baozhong;  Ding, Jianli;  Huang, Wenjiang;  Ma, Xu
收藏  |  浏览/下载：13/0  |  提交时间：2024/09/29
soil salinization  machine learning  CA-Markov model  spatiotemporal change  
Spatio-temporal variation and dynamic scenario simulation of ecological risk in a typical artificial oasis in northwestern China 期刊论文
发表期刊: JOURNAL OF CLEANER PRODUCTION. 出版年: 2022, 卷号: 369
作者:  Song, Qi;  Hu, Bifeng;  Peng, Jie;  Bourennane, Hocine;  Biswas, Asim;  Opitz, Thomas;  Shi, Zhou
收藏  |  浏览/下载：11/0  |  提交时间：2024/09/20
Ecological risk assessment  Spatio-temporal variation  CA-Markov model  Scenario simulation  
Attribution analysis and multi-scenario prediction of NDVI drivers in the Xilin Gol grassland, China 期刊论文
发表期刊: JOURNAL OF ARID LAND. 出版年: 2022, 卷号: 14, 期号: 9, 页码: 941-961
作者:  Xu Mengran;  Zhang Jing;  Li Zhenghai;  Mo Yu
收藏  |  浏览/下载：13/0  |  提交时间：2024/09/20
normalized difference vegetation index (NDVI)  grassland degradation  geographical detector  Cellular Automat (CA)-Markov model  Xilin Gol grassland  
Study on the Coupling Relationship between Relocation for Poverty Alleviation and Spatiotemporal Evolution of Rocky Desertification in Karst Areas of Southwest China 期刊论文
发表期刊: SUSTAINABILITY. 出版年: 2022, 卷号: 14, 期号: 13
作者:  Wu, Xiaopiao;  Zhou, Zhongfa;  Zhu, Meng;  Huang, Denghong;  Zhu, Changli;  Feng, Qing;  Luo, Wanlin
收藏  |  浏览/下载：14/0  |  提交时间：2024/09/20
relocation for poverty alleviation  rocky desertification  spatiotemporal evolution  coupled coordination model  CA Markov