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Vulnerability assessment of forest ecosystems focusing on climate change, hazards and anthropogenic pressures in the cold desert of Kinnaur district, northwestern Indian Himalaya 期刊论文
发表期刊: JOURNAL OF EARTH SYSTEM SCIENCE. 出版年: 2022, 卷号: 131, 期号: 1
作者:  Kanwar, Nidhi;  Kuniyal, Jagdish Chandra
收藏  |  浏览/下载：12/0  |  提交时间：2022/03/17
Forest  hazards  climatic variability  vulnerability  indicators  Indian Himalaya  
Using remote sensing data for geological mapping in semi-arid environment: a machine learning approach 期刊论文
发表期刊: EARTH SCIENCE INFORMATICS. 出版年: 2022, 卷号: 15, 期号: 1, 页码: 485-496
作者:  El Alaoui El Fels, Abdelhafid;  El Ghorfi, Mustapha
收藏  |  浏览/下载：11/0  |  提交时间：2022/03/17
Aster imagery  Lithological classification  Machine learning  Semi-arid  
Landslides induced by the 2017 Mw7.3 Sarpol Zahab earthquake (Iran) 期刊论文
发表期刊: LANDSLIDES. 出版年: 2022, 卷号: 19, 期号: 3, 页码: 603-619
作者:  Cheaib, Aya;  Lacroix, Pascal;  Zerathe, Swann;  Jongmans, Denis;  Ajorlou, Najmeh;  Doin, Marie-Pierre;  Hollingsworth, James;  Abdallah, Chadi
收藏  |  浏览/下载：20/0  |  提交时间：2022/03/17
Earthquake-induced landslides  Inventory  InSAR  Distant triggering  Giant landslides  Zagros mountains  
Identifying Ecological Security Patterns Based on Ecosystem Services Is a Significative Practice for Sustainable Development in Southwest China 期刊论文
发表期刊: FRONTIERS IN ECOLOGY AND EVOLUTION. 出版年: 2022, 卷号: 9
作者:  Su, Xukun;  Shen, Yu;  Xiao, Yi;  Liu, Yuqing;  Cheng, Hao;  Wan, Lingfan;  Zhou, Su;  Yang, Murong;  Wang, Qiusheng;  Liu, Guohua
收藏  |  浏览/下载：27/0  |  提交时间：2022/03/17
ecological security patterns (ESPs)  ecological security shelter (ESS)  ecosystem services (ESs)  ecological sensitivity  ecological risk  ecological conservation importance  Hengduan Mountain  Southwest China  
DEM resolution effects on machine learning performance for flood probability mapping 期刊论文
发表期刊: JOURNAL OF HYDRO-ENVIRONMENT RESEARCH. 出版年: 2022, 卷号: 40
作者:  Avand, Mohammadtaghi;  Kuriqi, Alban;  Khazaei, Majid;  Ghorbanzadeh, Omid
收藏  |  浏览/下载：14/0  |  提交时间：2022/03/17
Heterogeneous data  Flood modelling  Random forest (RF)  Artificial neural network (ANN)  Generalized linear model (GLM)  
Integration of statistical models and ensemble machine learning algorithms (MLAs) for developing the novel hybrid groundwater potentiality models: a case study of semi-arid watershed in Saudi Arabia 期刊论文
发表期刊: GEOCARTO INTERNATIONAL. 出版年: 2021
作者:  Mallick, Javed;  Talukdar, Swapan;  Alsubih, Majed;  Almesfer, Mohammed K.;  Shahfahad;  Hang, Hoang Thi;  Rahman, Atiqur
收藏  |  浏览/下载：12/0  |  提交时间：2021/11/29
Groundwater potential modelling  ensemble machine learning algorithm  statistical models  novel hybrid models  information gain ratio  
Investigating probable causes for predicting catastrophic landslides along NH-60 excavated through semi-arid basaltic terrain of Chandanapuri Ghat, Maharashtra, India 期刊论文
发表期刊: ENVIRONMENT DEVELOPMENT AND SUSTAINABILITY. 出版年: 2021
作者:  Khamkar, Dattatray;  Aher, Sainath;  Gawali, Praveen;  Mhaske, Sumedh
收藏  |  浏览/下载：8/0  |  提交时间：2021/11/29
Landslide risk intensity  RCSC  RS-GIS  Slope site weighting  
Deep learning and boosting framework for piping erosion susceptibility modeling: spatial evaluation of agricultural areas in the semi-arid region 期刊论文
发表期刊: GEOCARTO INTERNATIONAL. 出版年: 2021
作者:  Chen, Yunzhi;  Chen, Wei;  Janizadeh, Saeid;  Bhunia, Gouri Sankar;  Bera, Amit;  Quoc Bao Pham;  Nguyen Thi Thuy Linh;  Balogun, Abdul-Lateef;  Wang, Xiaojing
收藏  |  浏览/下载：11/0  |  提交时间：2021/07/30
Piping erosion  agriculture land use  machine learning  deep boosting  Zarandieh watershed  
Data-Driven Landslide Nowcasting at the Global Scale 期刊论文
发表期刊: FRONTIERS IN EARTH SCIENCE. 出版年: 2021, 卷号: 9
作者:  Stanley, Thomas A.;  Kirschbaum, Dalia B.;  Benz, Garrett;  Emberson, Robert A.;  Amatya, Pukar M.;  Medwedeff, William;  Clark, Marin K.
收藏  |  浏览/下载：3/0  |  提交时间：2021/07/30
XGBoost  machine learning  IMERG  SMAP  GPM  situational awareness  antecedent rainfall  tropical cyclone  
Complex causes of landslides after ice sheet retreat: Post-LGM mass movements in the Northern Patagonian Icefield region 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2021, 卷号: 758
作者:  Panek, Tomas;  Brezny, Michal;  Kilnar, Jakub;  Winocur, Diego
收藏  |  浏览/下载：23/0  |  提交时间：2021/03/08
Deglaciation  Landslides  Mapping  Northern Patagonian Icefield