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Deep learning simulation and decision support system for groundwater salinity risk assessment in the lower Chao Phraya River Basin, Thailand.

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第一作者： Mojtaba,Heydarizad

第一单位： State Key Laboratory of Marine Geology, Tongji University, Shanghai, 200092, China. mojtabaheydarizad@yahoo.com.;Faculty of Environment and Resource Studies, Mahidol University, Nakhon Pathom, 73170, Thailand. mojtabaheydarizad@yahoo.com.

作者： Mojtaba,Heydarizad ^[1] ; Zhongfang,Liu ^[2] ; Nathsuda,Pumijumnong ^[3] ; Hamid Ghalibaf,Mohammadabadi ^[4]

作者单位： State Key Laboratory of Marine Geology, Tongji University, Shanghai, 200092, China. mojtabaheydarizad@yahoo.com.;Faculty of Environment and Resource Studies, Mahidol University, Nakhon Pathom, 73170, Thailand. mojtabaheydarizad@yahoo.com. ^[1] State Key Laboratory of Marine Geology, Tongji University, Shanghai, 200092, China. ^[2] Faculty of Environment and Resource Studies, Mahidol University, Nakhon Pathom, 73170, Thailand. ^[3] Department of Computer Engineering, Ferdowsi University of Mashhad, Mashhad, 9177948974, Iran. ^[4]

关键词 Copula-based probability modeling Decision support system (DSS)Graph neural network (GNN)Groundwater salinity SHapley Additive ExPlanations (SHAP) technique

医学主题词盐度(Salinity);泰国(Thailand);环境监测(Environmental Monitoring);江河(Rivers);危险性评估(Risk Assessment);水污染物, 化学性(Water Pollutants, Chemical);决策支持技术(Decision Support Techniques)

DOI 10.1007/s10661-025-14681-4

PMID 41091255

发布时间 2025-11-16

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准确一般字义偏差语意偏离译文作用小提交