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Hybrid deep learning and remote sensing for the delineation of artificial groundwater recharge zones 期刊论文
发表期刊: EGYPTIAN JOURNAL OF REMOTE SENSING AND SPACE SCIENCES. 出版年: 2024, 卷号: 27, 期号: 2, 页码: 178-191
作者:  Al-Ruzouq, Rami;  Shanableh, Abdallah;  Jena, Ratiranjan;  Mukherjee, Sunanda;  Khalil, Mohamad Ali;  Gibril, Mohamed Barakat A.;  Pradhan, Biswajeet;  Hammouri, Nezar Atalla
收藏  |  浏览/下载：19/0  |  提交时间：2024/10/04
Artificial groundwater recharge  Remote sensing (RS)  GIS  Multicriteria analysis  CNN-XGB model  United Arab Emirates  
A simplistic approach for monitoring meteorological drought over arid regions: a case study of Rajasthan, India 期刊论文
发表期刊: APPLIED WATER SCIENCE. 出版年: 2024, 卷号: 14, 期号: 2
作者:  Swain, Sabyasachi;  Mishra, Prabhash Kumar;  Nandi, Saswata;  Pradhan, Biswajeet;  Sahoo, Sashikanta;  Al-Ansari, Nadhir
收藏  |  浏览/下载：12/0  |  提交时间：2024/10/04
Drought monitoring  Arid region  Discrepancy precipitation index  Discrepancy measure  Rajasthan  
Evaluating the effectiveness and robustness of machine learning models with varied geo-environmental factors for determining vulnerability to water flow-induced gully erosion 期刊论文
发表期刊: FRONTIERS IN ENVIRONMENTAL SCIENCE. 出版年: 2023, 卷号: 11
作者:  Aboutaib, Fatima;  Krimissa, Samira;  Pradhan, Biswajeet;  Elaloui, Abdenbi;  Ismaili, Maryem;  Abdelrahman, Kamal;  Eloudi, Hasna;  Ouayah, Mustapha;  Ourribane, Malika;  Namous, Mustapha
收藏  |  浏览/下载：12/0  |  提交时间：2024/09/29
gully erosion vulnerability  machine learning  conditioning factors  Ahmed El Hanssali watershed  mountainous region  vulnerability mapping  El Hanssali watershed  
A New Spatial Model for Ecological Suitability Assessment of Irrigated Farming in Jahrom County, Iran 期刊论文
发表期刊: REVISTA CAATINGA. 出版年: 2023, 卷号: 36, 期号: 1, 页码: 177-188
作者:  Jokar, Parviz;  Masoudi, Masoud;  Pradhan, Biswajeet
收藏  |  浏览/下载：15/0  |  提交时间：2024/09/29
Evaluation  Agriculture  Boolean  Geo-mean  GIS  
Improved Lithological Map of Large Complex Semi-Arid Regions Using Spectral and Textural Datasets within Google Earth Engine and Fused Machine Learning Multi-Classifiers 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 21
作者:  Serbouti, Imane;  Raji, Mohammed;  Hakdaoui, Mustapha;  El Kamel, Fouad;  Pradhan, Biswajeet;  Gite, Shilpa;  Alamri, Abdullah;  Maulud, Khairul Nizam Abdul;  Dikshit, Abhirup
收藏  |  浏览/下载：17/0  |  提交时间：2024/09/20
machine learning algorithms  google earth engine  dempster-shafer theory  lithological mapping  Sentinel 2A  Moroccan Meseta  
Spatiotemporal evaluation of future groundwater recharge in arid and semi-arid regions under climate change scenarios 期刊论文
发表期刊: HYDROLOGICAL SCIENCES JOURNAL. 出版年: 2022, 卷号: 67, 期号: 6, 页码: 979-995
作者:  Andaryani, Soghra;  Nourani, Vahid;  Pradhan, Biswajeet;  Ansarudi, Tahereh Jalali;  Ershadfath, Farnaz;  Haghighi, Ali Torabi
收藏  |  浏览/下载：8/0  |  提交时间：2024/09/20
groundwater recharge  climate change  HELP model  GIS  Tasuj Plain aquifer  Iran  
Identifying hydrothermally altered rocks using ASTER satellite imageries in Eastern Anti-Atlas of Morocco: a case study from Imiter silver mine 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF IMAGE AND DATA FUSION. 出版年: 2021
作者:  Atif, Youssef;  Soulaimani, Abderrahmane;  Lamqadem, Atman Ait;  Pour, Amin Beiranvand;  Pradhan, Biswajeet;  Nouamane, El Aouad;  Abdelali, Kharis;  Muslim, Aidy M.;  Hossain, Mohammad Shawkat
收藏  |  浏览/下载：22/0  |  提交时间：2021/11/19
Imiter silver mine  hydrothermal alteration  exploration  ASTER  
Machine learning algorithm for flash flood prediction mapping in Wadi El-Laqeita and surroundings, Central Eastern Desert, Egypt 期刊论文
发表期刊: ARABIAN JOURNAL OF GEOSCIENCES. 出版年: 2021, 卷号: 14, 期号: 4
作者:  Abu El-Magd, Sherif Ahmed;  Pradhan, Biswajeet;  Alamri, Abdullah
收藏  |  浏览/下载：36/0  |  提交时间：2021/07/30
Flash floods  Extreme gradient boosting  K-nearest neighbor  GIS  Wadi El-Laqeita  
Spatial Prediction of Groundwater Potentiality in Large Semi-Arid and Karstic Mountainous Region Using Machine Learning Models 期刊论文
发表期刊: WATER. 出版年: 2021, 卷号: 13, 期号: 16
作者:  Namous, Mustapha;  Hssaisoune, Mohammed;  Pradhan, Biswajeet;  Lee, Chang-Wook;  Alamri, Abdullah;  Elaloui, Abdenbi;  Edahbi, Mohamed;  Krimissa, Samira;  Eloudi, Hasna;  Ouayah, Mustapha;  Elhimer, Hicham;  Tagma, Tarik
收藏  |  浏览/下载：19/0  |  提交时间：2021/11/19
drinking and irrigation water scarcity  groundwater potential mapping  machine learning  remote sensing  GIS  karstic mountainous aquifers  Morocco  
Pixel and Object-Based Machine Learning Classification Schemes for Lithological Mapping Enhancement of Semi-Arid Regions Using Sentinel-2A Imagery: A Case Study of the Southern Moroccan Meseta 期刊论文
发表期刊: IEEE ACCESS. 出版年: 2021, 卷号: 9, 页码: 119262-119278
作者:  Serbouti, Imane;  Raji, Mohammed;  Hakdaoui, Mustapha;  Pradhan, Biswajeet;  Lee, Chang-Wook;  Alamri, Abdullah M.
收藏  |  浏览/下载：17/0  |  提交时间：2021/11/19
Lithological mapping  sentinel-2A  SVM-GEOBIA  remote sensing  moroccan meseta