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Coupling Machine and Deep Learning with Explainable Artificial Intelligence for Improving Prediction of Groundwater Quality and Decision-Making in Arid Region, Saudi Arabia 期刊论文
发表期刊: WATER. 出版年: 2023, 卷号: 15, 期号: 12
作者:  Alshehri, Fahad;  Rahman, Atiqur
收藏  |  浏览/下载：13/0  |  提交时间：2024/09/29
water quality index prediction  deep learning models  stacking framework  explainable artificial intelligence  entropy-based groundwater quality index  
Explainable Artificial Intelligence in Hydrology: Interpreting Black-Box Snowmelt-Driven Streamflow Predictions in an Arid Andean Basin of North-Central Chile 期刊论文
发表期刊: WATER. 出版年: 2023, 卷号: 15, 期号: 19
作者:  Nunez, Jorge;  Cortes, Catalina B.;  Yanez, Marjorie A.
收藏  |  浏览/下载：10/0  |  提交时间：2024/09/29
Explainable Artificial Intelligence  interpretable machine learning  XAI  iML  hydrology  Chile  streamflow prediction  Elqui River basin  
Explainable AI reveals new hydroclimatic insights for ecosystem-centric groundwater management 期刊论文
发表期刊: ENVIRONMENTAL RESEARCH LETTERS. 出版年: 2021, 卷号: 16, 期号: 11
作者:  Chakraborty, Debaditya;  Basagaoglu, Hakan;  Gutierrez, Lilianna;  Mirchi, Ali
收藏  |  浏览/下载：10/0  |  提交时间：2021/11/29
forecasting model  explainable artificial intelligence  climate change  groundwater depletion  hydrological drought