中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
机构
采集方式
内容类型
发表日期
学科主题
筛选

浏览/检索结果: 共41条,第1-10条 帮助

条数/页: 排序方式:
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  |  
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  |  
Estimation of Electric Power Consumption at 10 m for Punjab, Pakistan, Using Ensemble Machine Learning Model and Spatiotemporal Fused SDGSAT-1-Like Nighttime Light Data 期刊论文  OAI收割
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2026, 卷号: 64, 页码: 17
作者:  
Khan, Touseef Ahmad;  Bian, Jinhu;  Li, Ainong;  Lei, Guangbin;  Zhang, Zhengjian
  |  收藏  |  
Geospatial heterogeneity-informed machine learning for mapping soil hydraulic properties across China's drylands 期刊论文  OAI收割
GEODERMA, 2025, 卷号: 464, 页码: 117622
作者:  
Niu, Liantao;  Jia, Xiaoxu;  Dai, Xiaoliang;  Gao, Lei;  Huang, Laiming
  |  收藏  |  
Comparison and integration of hydrological models and machine learning models in global monthly streamflow simulation 期刊论文  OAI收割
JOURNAL OF HYDROLOGY, 2025, 卷号: 650, 页码: 17
作者:  
Zhang, Jiawen;  Kong, Dongdong;  Li, Jianfeng;  Qiu, Jianxiu;  Zhang, Yongqiang
  |  收藏  |  
Advancing forest fire prediction: A multi-layer stacking ensemble model approach 期刊论文  OAI收割
EARTH SCIENCE INFORMATICS, 2025, 卷号: 18, 期号: 3, 页码: 270
作者:  
Shahzad, Fahad;  Mehmood, Kaleem;  Anees, Shoaib Ahmad;  Adnan, Muhammad;  Muhammad, Sultan
  |  收藏  |  
Ensemble machine learning-based extrapolation of Penman-Monteith-Leuning evapotranspiration data 期刊论文  OAI收割
ECOLOGICAL INDICATORS, 2025, 卷号: 170, 页码: 22
作者:  
Nourani, Vahid;  Ahmadi, Ramin;  Zhang, Yongqiang;  Dabrowska, Dominika
  |  收藏  |  
Parallel ensemble Kalman method with total variation regularization for large-scale field inversion 期刊论文  OAI收割
JOURNAL OF COMPUTATIONAL PHYSICS, 2024, 卷号: 509, 页码: 18
作者:  
Zhang XL(张鑫磊);  Zhang L(张磊);  He GW(何国威)
  |  收藏  |  
Landslide displacement prediction with step-like curve based on convolutional neural network coupled with bi-directional gated recurrent unit optimized by attention mechanism 期刊论文  OAI收割
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2024, 卷号: 133, 页码: 21
作者:  
Meng, Shaoqiang;  Shi, Zhenming;  Peng, Ming;  Li, Gang;  Zheng, Hongchao
  |  收藏  |  
Developing novel ensemble models for predicting soil hydraulic properties in China's arid region 期刊论文  OAI收割
JOURNAL OF HYDROLOGY, 2024, 卷号: 636, 页码: 131354
作者:  
Niu, Liantao;  Jia, Xiaoxu;  Li, Xiangdong;  Zhao, Chunlei;  Ren, Lidong
  |  收藏  |