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Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
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地理科学与资源研究... [60]
数学与系统科学研究院 [7]
西北高原生物研究所 [6]
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A framework for learning symbolic turbulence models from indirect observation data via neural networks and feature importance analysis
期刊论文
OAI收割
JOURNAL OF COMPUTATIONAL PHYSICS, 2025, 卷号: 537, 页码: 22
作者:
Wu CT(吴楚畋)
;
Zhang XL(张鑫磊)
;
Xu D(徐多)
;
He GW(何国威)
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收藏
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浏览/下载:9/0
  |  
提交时间:2025/08/18
Turbulence model
Ensemble Kalman method
Symbolic regression
Feature importance analysis
Neural networks
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:46/0
  |  
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:38/0
  |  
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:36/0
  |  
提交时间:2025/04/21
Climate change
Hydrological extremes
Multi-model ensemble strategies
Upper Tekeze basin
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
;
Ren, Yang
;
Yan, Pengdong
;
Lu, Hongwei
  |  
收藏
  |  
浏览/下载:38/0
  |  
提交时间:2025/02/24
Ecological compensation
Resources utilization
Environmental footprint
Shared socioeconomic pathways
Ensemble inversion model
Spatiotemporal dynamics and conservation status of medicinal Aconitum species on the Qinghai-Tibet Plateau under climate change
期刊论文
OAI收割
GLOBAL ECOLOGY AND CONSERVATION, 2025, 卷号: 64
作者:
Li, Xiaoping
;
Zhou, Guoying
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收藏
  |  
浏览/下载:4/0
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提交时间:2025/11/27
Ecological niche modeling
Ensemble model
Climate change
Geographical distribution patterns
Conservation status
Predicting suitable habitats of parasitic desert species based on Biomod2 ensemble model: Cynomorium songaricum rupr and its host plants as an example
期刊论文
OAI收割
BMC PLANT BIOLOGY, 2025, 卷号: 25, 期号: 1
作者:
Yang, Lucun
;
Jia, Huamei
;
Hua, Qing
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收藏
  |  
浏览/下载:6/0
  |  
提交时间:2025/11/27
Parasitic species
Suitable habitat
Species distribution modelling
Ensemble model
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:30/0
  |  
提交时间:2024/12/20
Water use efficiency
Ecosystems
Non-parametric trend
Nonlinear trend
Ensemble empirical model decomposition
Normalized partial derivative
Attribution
Fine-scale population mapping on Tibetan Plateau using the ensemble machine learning methods and multisource data
期刊论文
OAI收割
ECOLOGICAL INDICATORS, 2024, 卷号: 166, 页码: 13
作者:
Zhang, Huiming
;
Fu, Jingqiao
;
Li, Feixiang
;
Chen, Qian
;
Ye, Tao
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收藏
  |  
浏览/下载:38/0
  |  
提交时间:2024/10/08
Population spatialization
Ensemble model
Nighttime light
Tibetan Plateau
Location -based services data
Modeling multi-source plastic pollution yield and transport driven by catchment hydrometeorological processes
期刊论文
OAI收割
WATER RESEARCH, 2024, 卷号: 259, 页码: 121863
作者:
Zhang, Yongyong
;
Dou, Ming
;
Cai, Xueliang
;
Han, Bing
;
Wang, Zhen
  |  
收藏
  |  
浏览/下载:60/0
  |  
提交时间:2024/07/12
Multiple plastic sources
Human development index
Hydrological model
Ensemble modeling
Mulan river catchment