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A novel machine learning tool for current and future flood susceptibility mapping by integrating remote sensing and geographic information systems 期刊论文
JOURNAL OF HYDROLOGY, 2024, 卷号: 632
作者:  Amiri, Afshin;  Soltani, Keyvan;  Ebtehaj, Isa;  Bonakdari, Hossein
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Integrating geospatial, remote sensing, and machine learning for climate-induced forest fire susceptibility mapping in Similipal Tiger Reserve, India 期刊论文
FOREST ECOLOGY AND MANAGEMENT, 2024, 卷号: 555
作者:  Singha, Chiranjit;  Swain, Kishore Chandra;  Moghimi, Armin;  Foroughnia, Fatemeh;  Swain, Sanjay Kumar
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Integrating geospatial, remote sensing, and machine learning for climate-induced forest fire susceptibility mapping in Similipal Tiger Reserve, India 期刊论文
FOREST ECOLOGY AND MANAGEMENT, 2024, 卷号: 555
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An explainable integrated machine learning model for mapping soil erosion by wind and water in a catchment with three desiccated lakes 期刊论文
AEOLIAN RESEARCH, 2024, 卷号: 67-69
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A novel machine learning tool for current and future flood susceptibility mapping by integrating remote sensing and geographic information systems 期刊论文
JOURNAL OF HYDROLOGY, 2024, 卷号: 632
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Urban flash floods modeling in Mzuzu City, Malawi based on Sentinel and MODIS data 期刊论文
FRONTIERS IN CLIMATE, 2024, 卷号: 6
作者:  Gumindoga, Webster;  Liwonde, Chikumbutso;  Rwasoka, Donald Tendayi;  Kowe, Pedzisai;  Maviza, Auther;  Magidi, James;  Chikwiramakomo, Lloyd;  Mavaringana, Moises de Jesus Paulo;  Tshitende, Eric
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Urban flash floods modeling in Mzuzu City, Malawi based on Sentinel and MODIS data 期刊论文
FRONTIERS IN CLIMATE, 2024, 卷号: 6
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A support vector machine model of landslide susceptibility mapping based on hyperparameter optimization using the Bayesian algorithm: a case study of the highways in the southern Qinghai-Tibet Plateau 期刊论文
NATURAL HAZARDS, 2024
作者:  Sun, Kai;  Li, Zhiqing;  Wang, Shuangjiao;  Hu, Ruilin
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A support vector machine model of landslide susceptibility mapping based on hyperparameter optimization using the Bayesian algorithm: a case study of the highways in the southern Qinghai-Tibet Plateau 期刊论文
NATURAL HAZARDS, 2024
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Thaw Slump Susceptibility Mapping Based on Sample Optimization and Ensemble Learning Techniques in Qinghai-Tibet Railway Corridor 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2024, 卷号: 17
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