中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
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Global reconstruction of gridded aridity index and its spatial and temporal characterization from 2003 to 2022
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF DIGITAL EARTH, 2025, 卷号: 18, 期号: 1, 页码: 2473639
作者:
Lu, Jiaying
;
Yao, Ling
;
Qin, Jun
;
Jiang, Hou
;
Zhou, Chenghu
  |  
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2025/04/21
Global drought
aridity index
climate change
remote sensing
ensemble learning
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
  |  
浏览/下载:8/0
  |  
提交时间:2025/03/31
Streamflow simulation
Machine learning
Hydrological model
Multi-model weighting ensemble
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
  |  
浏览/下载:8/0
  |  
提交时间:2025/03/18
Forest fire
Multi-layer ensemble model
Machine learning
Probability mapping
Malakand division
Fatigue Short Crack Growth Prediction of Additively Manufactured Alloy Based on Ensemble Learning
期刊论文
OAI收割
FATIGUE & FRACTURE OF ENGINEERING MATERIALS & STRUCTURES, 2025, 页码: 19
作者:
Huang QH(黄庆辉)
;
Hu, Dianyin
;
Wang, Rongqiao
;
Sergeichev, Ivan
;
Sun JY(孙经雨)
  |  
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2025/02/24
ensemble learning
fatigue life
interpolation
multiple crack initiation
short crack growth rate
Decomposing spatio-temporal heterogeneity: Matrix-informed ensemble learning for interpretable prediction
期刊论文
OAI收割
KNOWLEDGE-BASED SYSTEMS, 2025, 卷号: 309, 页码: 112906
作者:
Wang, Lizeng
;
Cheng, Shifen
;
Lu, Feng
  |  
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2025/02/24
Spatio-temporal prediction
Ensemble learning
Spatio-temporal heterogeneity
Matrix decomposition
Explainable artificial intelligence
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
  |  
浏览/下载:4/0
  |  
提交时间:2025/03/31
Evapotranspiration
PML-V2
Sensitivity analysis
Machine learning
Neural ensemble technique
Ahar Chay Basin
Seto mixed forest site
Interpretable multi-step hybrid deep learning model for karst spring discharge prediction: Integrating temporal fusion transformers with ensemble empirical mode decomposition
期刊论文
OAI收割
JOURNAL OF HYDROLOGY, 2024, 卷号: 645, 页码: 11
作者:
Zhou, Renjie
;
Wang, Quanrong
;
Jin, Aohan
;
Shi, Wenguang
;
Liu, Shiqi
  |  
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2025/02/06
Temporal Fusion Transformers (TFT)
Transformers
Ensemble Empirical Mode Decomposition
(EEMD)
Deep learning
Rainfall-runoff relationship
Karst Hydrology
An Improved Ensemble Learning Method for Protein Content Analysis of Corn with Small Sample by Near-Infrared Spectroscopy
期刊论文
OAI收割
FOOD ANALYTICAL METHODS, 2024, 卷号: 17
作者:
Liu, Jing
;
Yu, Shaohui
  |  
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2024/11/20
Near-infrared spectroscopy
Ensemble learning
Partial least squares
Weighted clustering
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
  |  
浏览/下载:7/0
  |  
提交时间:2024/07/04
Ensemble Kalman method
Parallel implementation
Field inversion
Data assimilation
Machine learning
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
  |  
浏览/下载:8/0
  |  
提交时间:2024/09/19
Pedotransfer functions
Soil hydraulic properties
Machine learning
Ensemble model
Arid region