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浏览/检索结果: 共408条，第1-10条 帮助 条数/页： 5101520253035404550556065707580859095100 排序方式： 请选择作者升序作者降序发表日期升序发表日期降序题名升序题名降序提交时间升序提交时间降序 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.   |  收藏  |  浏览/下载：1/0  |  提交时间：2026/01/21 Explainable artificial intelligence (XAI)  geohazard assessment  machine learning  SHAP  trustworthy AI  model interpretability   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   |  收藏  |  浏览/下载：0/0  |  提交时间：2026/03/16 PM 2.5 pollution  Land use regression model  Machine learning ensemble method  Space-time weighting information  Spatiotemporal modelling   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.   |  收藏  |  浏览/下载：0/0  |  提交时间：2026/04/16 snow water equivalent  land surface model  bias corrections  machine learning  hybrid model  physics guided   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   |  收藏  |  浏览/下载：0/0  |  提交时间：2026/02/09 Machine learning  Phenological model  Soybean yield estimation  Sowing date  Growing season length   Interval Prediction of Total Nitrogen Using a Hybrid BiLSTM-Res Model and Bayesian Optimization: A Case Study in the Pearl River Delta 期刊论文  OAI收割 WATER, 2026, 卷号: 18, 期号: 5, 页码: 578 作者:     |  收藏  |  浏览/下载：0/0  |  提交时间：2026/04/16 total nitrogen  interval prediction  deep learning  BILSTM model   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   |  收藏  |  浏览/下载：1/0  |  提交时间：2025/10/20 Agricultural ecosystem  Machine learning  Model ensemble  Quantitative prediction   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   |  收藏  |  浏览/下载：0/0  |  提交时间：2026/03/16 relative humidity  machine learning  climate zone  generalized linear mixed model (GLMM)  remote sensing data   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   |  收藏  |  浏览/下载：0/0  |  提交时间：2026/03/16 flood regime metrics  class prediction  machine learning algorithms  hydrological model   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   |  收藏  |  浏览/下载：0/0  |  提交时间：2025/10/20 Flood inundation  DEM correction  Machine learning  ANN  Hydraulic modelling  FABDEM  ICESat-2  Remote sensing  Sentinel-2  2D hydraulic model   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   |  收藏  |  浏览/下载：0/0  |  提交时间：2026/01/21 Land Use and Cover Change (LUCC)  Cropland expansion  Machine learning  PLUS model  China