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Advancing ocean subsurface thermal structure estimation in the Pacific Ocean: A multi-model ensemble machine learning approach
期刊论文
DYNAMICS OF ATMOSPHERES AND OCEANS, 2023, 卷号: 104, 页码: 16
作者:
Qi, Jifeng
;
Zhang, Linlin
;
Yin, Baoshu
;
Li, Delei
;
Xie, Bowen
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浏览/下载:0/0
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提交时间:2024/04/07
Ensemble machine learning model
Satellite observations
Ocean subsurface thermal structure
Pacific ocean
Reconciling opposite trends in the observed and simulated equatorial Pacific zonal sea surface temperature gradient
期刊论文
GEOSCIENCE LETTERS, 2023, 卷号: 10, 期号: 1, 页码: 12
作者:
Bai, Wenrong
;
Liu, Hailong
;
Lin, Pengfei
;
Li, Xichen
;
Wang, Fan
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浏览/下载:0/0
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提交时间:2024/04/07
Equatorial Pacific zonal sea surface temperature gradient
CMIP6
Large ensemble simulations
Model bias
Internal variabilities
Projection
Explainability analysis of neural network-based turbulence modeling for transonic axial compressor rotor flows
期刊论文
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)
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浏览/下载:17/0
  |  
提交时间:2023/09/26
Explainability
Ensemble Kalman method
Turbulence model
Axial compressor rotor
Neural network
Machine learning
Data assimilation in a regional high-resolution ocean model by using Ensemble Adjustment Kalman Filter and its application during 2020 cold spell event over Asia-Pacific region
期刊论文
APPLIED OCEAN RESEARCH, 2022, 卷号: 129, 页码: 17
作者:
Xu, Minjie
;
Wang, Yuzhe
;
Zhang, Jicai
;
Yang, Dezhou
;
Yin, Xunqiang
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  |  
浏览/下载:16/0
  |  
提交时间:2023/01/04
Data assimilation
High-resolution ocean model
Ensemble adjustment kalman filter
Cold spell event
A stacking-based short-term wind power forecasting method by CBLSTM and ensemble learning
期刊论文
Journal of Renewable and Sustainable Energy, 2022, 卷号: 14, 期号: 4
作者:
Wang, Nier
;
Li, Zhanming
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浏览/下载:28/0
  |  
提交时间:2022/09/22
Data handling
Decision trees
Electric load dispatching
Machine learning
Weather forecasting
Wind farm
Ensemble learning
Forecasting methods
Large amounts
Multi-model combination
Processing capacities
Short-term wind power forecasting
Stacking framework
Stackings
Times series
Assessing and predicting soil carbon density in China using CMIP5 earth system models
期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2021, 卷号: 799, 页码: 12
作者:
Qiu, Linjing
;
Yu, Mengzhen
;
Wu, Yiping
;
Yao, Yingying
;
Wang, Zhaosheng
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浏览/下载:106/0
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提交时间:2021/11/05
Carbon cycle
Model uncertainty
Multimodel ensemble
Spatial distribution
Projection
Paper Flooding and its relationship with land cover change, population growth, and road density
期刊论文
GEOSCIENCE FRONTIERS, 2021, 卷号: 12, 期号: 6, 页码: 20
作者:
Rahman, Mahfuzur
;
Ningsheng, Chen
;
Mahmud, Golam Iftekhar
;
Islam, Md Monirul
;
Pourghasemi, Hamid Reza
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浏览/下载:28/0
  |  
提交时间:2021/12/13
Hydro-climatic disasters
Machine learning algorithms
Statistical model
Ensemble model
Relative change in flooding areas
An innovative ensemble learning air pollution early-warning system for China based on incremental extreme learning machine
期刊论文
ATMOSPHERIC POLLUTION RESEARCH, 2021, 卷号: 12, 期号: 9, 页码: 15
作者:
Du, Zongjuan
;
Heng, Jiani
;
Niu, Mingfei
;
Sun, Shaolong
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  |  
浏览/下载:9/0
  |  
提交时间:2022/04/02
Air quality early-warning system
Length-changeable incremental extreme
learning machine
Hybrid ensemble model
Fuzzy evaluation
Feature Rescaling and Fusion for Tiny Object Detection
期刊论文
IEEE ACCESS, 2021, 卷号: 9, 页码: 62946-62955
作者:
Liu, Jingwei
;
Gu, Yi
;
Han, Shumin
;
Zhang, Zhibin
;
Guo, Jiafeng
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  |  
浏览/下载:29/0
  |  
提交时间:2021/12/01
Feature extraction
Object detection
Semantics
Task analysis
Training
Spatial resolution
Shape
Tiny object detection
nonparametric adaptive selection
feature fusion
feature pyramid network
ensemble model
Modelling climate change impacts on maize yields under low nitrogen input conditions in sub-Saharan Africa
期刊论文
GLOBAL CHANGE BIOLOGY, 2020, 页码: 23
作者:
Falconnier, Gatien N.
;
Corbeels, Marc
;
Boote, Kenneth J.
;
Affholder, Francois
;
Adam, Myriam
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  |  
浏览/下载:19/0
  |  
提交时间:2021/03/18
crop simulation model
ensemble modelling
model intercomparison
smallholder farming systems
uncertainty
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