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A new interpretable streamflow prediction approach based on SWAT-BiLSTM and SHAP 期刊论文
ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2024
作者:  Huang, Feiyun;  Zhang, Xuyue
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A new interpretable streamflow prediction approach based on SWAT-BiLSTM and SHAP 期刊论文
ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2024
收藏  |  浏览/下载:0/0  |  提交时间:2024/06/11
Multiple spatio-temporal scale runoff forecasting and driving mechanism exploration by K-means optimized XGBoost and SHAP 期刊论文
JOURNAL OF HYDROLOGY, 2024, 卷号: 630
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A secondary modal decomposition ensemble deep learning model for groundwater level prediction using multi-data 期刊论文
ENVIRONMENTAL MODELLING & SOFTWARE, 2024, 卷号: 175
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A secondary modal decomposition ensemble deep learning model for groundwater level prediction using multi-data 期刊论文
ENVIRONMENTAL MODELLING & SOFTWARE, 2024, 卷号: 175
作者:  Cui, Xuefei;  Wang, Zhaocai;  Xu, Nannan;  Wu, Junhao;  Yao, Zhiyuan
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Interpretable short-term carbon dioxide emissions forecasting based on flexible two-stage decomposition and temporal fusion transformers 期刊论文
APPLIED SOFT COMPUTING, 2024, 卷号: 159
作者:  Wu, Binrong;  Zeng, Huanze;  Wang, Zhongrui;  Wang, Lin
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Interpretable short-term carbon dioxide emissions forecasting based on flexible two-stage decomposition and temporal fusion transformers 期刊论文
APPLIED SOFT COMPUTING, 2024, 卷号: 159
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Multi-scale carbon emission characterization and prediction based on land use and interpretable machine learning model: A case study of the Yangtze River Delta Region, China 期刊论文
APPLIED ENERGY, 2024, 卷号: 360
作者:  Luo, Haizhi;  Wang, Chenglong;  Li, Cangbai;  Meng, Xiangzhao;  Yang, Xiaohu;  Tan, Qian
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Multi-scale carbon emission characterization and prediction based on land use and interpretable machine learning model: A case study of the Yangtze River Delta Region, China 期刊论文
APPLIED ENERGY, 2024, 卷号: 360
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Tunnel geothermal disaster susceptibility evaluation based on interpretable ensemble learning: A case study in Ya'an-Changdu section of the Sichuan-Tibet traffic corridor 期刊论文
ENGINEERING GEOLOGY, 2023, 卷号: 313
作者:  Chen, Zhe;  Chang, Ruichun;  Pei, Xiangjun;  Yu, Zhengbo;  Guo, Huadong;  He, Ziqiong;  Zhao, Wenbo;  Zhang, Quanping;  Chen, Yu
收藏  |  浏览/下载:5/0  |  提交时间:2024/03/01
Interpretability  Ensemble learning  Tunnel geothermal disasters  Susceptibility evaluation  Sichuan-Tibet traffic corridor