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Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
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The Transparency Revolution in Geohazard Science: A Systematic Review and Research Roadmap for Explainable Artificial Intelligence
期刊论文
OAI收割
CMES-COMPUTER MODELING IN ENGINEERING & SCIENCES, 4602, 卷号: N/A
作者:
Tosan, Moein
;
Nourani, Vahid
;
Kisi, Ozgur
;
Zhang, Yongqiang
;
Kantoush, Sameh A.
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Predicting distribution characteristics of PM2.5 concentrations across China combining land use regression model and spatiotemporally weighted stacking machine learning algorithms
期刊论文
OAI收割
JOURNAL OF ENVIRONMENTAL CHEMICAL ENGINEERING, 2026, 卷号: 14, 期号: 2, 页码: 121780
作者:
Wang, Wentao
;
Zhang, Ping
;
Han, Yuanyuan
;
Zhang, Fengqian
;
Huang, Yue
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Observation-Constrained Physical Snow Water Equivalent Simulations Using a Physics-Guided Machine Learning Approach
期刊论文
OAI收割
WATER RESOURCES RESEARCH, 2026, 卷号: 62, 期号: 3, 页码: e2025WR041406
作者:
Zhao, Wenli
;
Fang, Jianing
;
Yang, Tao
;
Lian, Xu
;
Winkler, Alexander J.
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The influence of estimation window configuration on machine learning-based soybean yield estimation across black soil regions
期刊论文
OAI收割
AGRICULTURAL AND FOREST METEOROLOGY, 2026, 卷号: 378, 页码: 110957
作者:
Huang, Shuyuan
;
Liu, Yujie
;
Chen, Jiahao
;
Zhang, Ermei
;
Pan, Tao
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The stacking method enhances machine learning models for monitoring and understanding regional soil available nitrogen variations in croplands
期刊论文
OAI收割
SOIL & TILLAGE RESEARCH, 2026, 卷号: 256, 页码: 106880
作者:
Lei, Sihong
;
Shao, Mingan
;
Jia, Xiaoxu
;
Zhu, Zhaocen
;
Zhao, Chunlei
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Comparison of GLMM, RF and XGBoost Methods for Estimating Daily Relative Humidity in China Based on Remote Sensing Data
期刊论文
OAI收割
REMOTE SENSING, 2026, 卷号: 18, 期号: 2, 页码: 306
作者:
Yao, Ying
;
Wu, Ling
;
Liu, Hongbo
;
Zhu, Wenbin
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Flood predictions from metrics to classes by multiple machine learning algorithms coupling with clustering-deduced membership degree
期刊论文
OAI收割
JOURNAL OF GEOGRAPHICAL SCIENCES, 2026, 卷号: 36, 期号: 1, 页码: 149-176
作者:
Zhai, Xiaoyan
;
Zhang, Yongyong
;
Xia, Jun
;
Zhang, Yongqiang
;
Tang, Qiuhong
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Improving 2D hydraulic modelling in floodplain areas with ICESat-2 data: A case study in the Upstream Yellow River
期刊论文
OAI收割
REMOTE SENSING OF ENVIRONMENT, 2025, 卷号: 331, 页码: 115008
作者:
Frias, Monica Coppo
;
Liu, Suxia
;
Mo, Xingguo
;
Druce, Daniel
;
Yamazaki, Dai
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Six decades of land use patterns on the northern slope of the Tianshan Mountains: spatio-temporal dynamics, driving mechanisms, and future scenarios
期刊论文
OAI收割
JOURNAL OF CLEANER PRODUCTION, 2025, 卷号: 535, 页码: 147101
作者:
Liu, Shihao
;
Song, Wei
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Real-Time Reconstruction of the Temperature Field of NSRT's Back-Up Structure Based on Improved RIME-XGBoost
期刊论文
OAI收割
SENSORS, 2025, 卷号: 25, 期号: 24, 页码: 7410
作者:
Zhang, Shi-Jiao
;
Xu, Qian
;
Wang, Hui
;
Xue, Fei
;
He, Fei-Long
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