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Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
机构
地理科学与资源研究所 [5]
成都山地灾害与环境研... [3]
力学研究所 [2]
自动化研究所 [2]
计算技术研究所 [1]
数学与系统科学研究院 [1]
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OAI收割 [17]
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期刊论文 [17]
学位论文 [1]
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2025 [2]
2024 [4]
2023 [2]
2022 [2]
2021 [2]
2020 [2]
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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:9/0
  |  
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:12/0
  |  
提交时间:2025/03/18
Forest fire
Multi-layer ensemble model
Machine learning
Probability mapping
Malakand division
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:12/0
  |  
提交时间:2024/09/19
Pedotransfer functions
Soil hydraulic properties
Machine learning
Ensemble model
Arid region
Data augmented prediction of Reynolds stresses for flows around an axisymmetric body of revolution
期刊论文
OAI收割
OCEAN ENGINEERING, 2024, 卷号: 296, 页码: 14
作者:
Liu, Yi
;
Wang, Shizhao
;
Zhang, Xin-Lei
;
He, Guowei
;
He GW(何国威)
  |  
收藏
  |  
浏览/下载:218/0
  |  
提交时间:2024/05/21
Ensemble Kalman method
Machine learning
Turbulence modeling
SUBOFF model
NDVI joint process-based models drive a learning ensemble model for accurately estimating cropland net primary productivity (NPP)
期刊论文
OAI收割
FRONTIERS IN ENVIRONMENTAL SCIENCE, 2024, 卷号: 11, 页码: 15
作者:
Wang, Zhaosheng
;
Liu, Zhengjia
;
Huang, Mei
  |  
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2024/03/01
cropland NPP (net primary productivity)
learning ensemble model
NDVI
process-based model
China
Multiple-model based prediction of weekly discharge of the Brahmaputra-Jamuna by assimilating antecedent hydrological regime
期刊论文
OAI收割
GEOCARTO INTERNATIONAL, 2024, 卷号: 39, 期号: 1, 页码: 25
作者:
Rahim, Md. Abdur
;
Liu, Shuang
;
Hu, Kaiheng
;
Li, Hao
;
Abedin, Md. Anwarul
  |  
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2024/12/04
Discharge prediction
ERA5 rainfall
antecedent discharge
machine learning
ensemble model
Brahmaputra-Jamuna
Advancing ocean subsurface thermal structure estimation in the Pacific Ocean: A multi-model ensemble machine learning approach
期刊论文
OAI收割
DYNAMICS OF ATMOSPHERES AND OCEANS, 2023, 卷号: 104, 页码: 16
作者:
Qi, Jifeng
;
Zhang, Linlin
;
Yin, Baoshu
;
Li, Delei
;
Xie, Bowen
  |  
收藏
  |  
浏览/下载:37/0
  |  
提交时间:2024/04/07
Ensemble machine learning model
Satellite observations
Ocean subsurface thermal structure
Pacific ocean
Explainability analysis of neural network-based turbulence modeling for transonic axial compressor rotor flows
期刊论文
OAI收割
AEROSPACE SCIENCE AND TECHNOLOGY, 2023, 卷号: 141, 页码: 108542
作者:
Wu CT(吴楚畋)
;
Wang SZ(王士召)
;
Zhang XL(张鑫磊)
;
He GW(何国威)
  |  
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2023/09/26
Explainability
Ensemble Kalman method
Turbulence model
Axial compressor rotor
Neural network
Machine learning
Retrieval of Water Quality Parameters Based on Near-Surface Remote Sensing and Machine Learning Algorithm
期刊论文
OAI收割
REMOTE SENSING, 2022, 卷号: 14, 期号: 21
作者:
Zhao, Yubo
;
Yu, Tao
;
Hu, Bingliang
;
Zhang, Zhoufeng
;
Liu, Yuyang
  |  
收藏
  |  
浏览/下载:43/0
  |  
提交时间:2022/12/02
water quality monitoring
near-surface remote sensing
machine learning algorithm
ensemble learning model
MGML: Momentum Group Meta-Learning for Few-Shot Image Classification
期刊论文
OAI收割
Neurocomputing, 2022, 页码: 351-361
作者:
Zhu XM(朱晓萌)
;
Li SX(李书晓)
  |  
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2024/07/30
Few-shot learning
Meta-learning
Ensemble model
Adaptive momentum update rule