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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:26/0
  |  
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
Quantification of climate change impact on hydrological extremes in the Upper Tekeze basin in the future with two ensemble strategies
期刊论文
OAI收割
THEORETICAL AND APPLIED CLIMATOLOGY, 2025, 卷号: 156, 期号: 3, 页码: 173
作者:
Reda, Kidane Welde
;
Liu, Xingcai
;
Tang, Qiuhong
;
Gaffney, Paul P. J.
;
Xu, Ximeng
  |  
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2025/04/21
Climate change
Hydrological extremes
Multi-model ensemble strategies
Upper Tekeze basin
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
Past-to-future resources utilization efficiency and cross-regional compensation strategies in urban agglomerations driven by environmental footprint dynamic assessment
期刊论文
OAI收割
SUSTAINABLE CITIES AND SOCIETY, 2025, 卷号: 118, 页码: 106056
作者:
Chen, Yizhong
;
Yang, Lingzhi
  |  
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2025/02/24
Ecological compensation
Resources utilization
Environmental footprint
Shared socioeconomic pathways
Ensemble inversion model
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
Estimation and attribution of nonlinear trend of water use efficiency using a normalized partial derivative approach
期刊论文
OAI收割
JOURNAL OF ENVIRONMENTAL MANAGEMENT, 2024, 卷号: 372, 页码: 123323
作者:
Naeem, Shahid
;
Zhang, Yongqiang
;
Li, Congcong
;
Li, Yanping
;
Azeem, Tahir
  |  
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2024/12/20
Water use efficiency
Ecosystems
Non-parametric trend
Nonlinear trend
Ensemble empirical model decomposition
Normalized partial derivative
Attribution