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A Hybrid VMD-SVM Model for Practical Streamflow Prediction Using an Innovative Input Selection Framework
期刊论文
WATER RESOURCES MANAGEMENT, 2021, 页码: 17
作者:
Meng, Erhao
;
Huang, Shengzhi
;
Huang, Qiang
;
Fang, Wei
;
Wang, Hao
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2021/04/25
Monthly streamflow prediction
Support vector machine
Variational mode decomposition
Climate change
Decomposition
Response of low flows under climate warming in high-altitude permafrost regions in western China
期刊论文
HYDROLOGICAL PROCESSES, 2019, 卷号: 33, 期号: 1, 页码: 66-75
作者:
Wang, Xiqiang
;
Chen, Rensheng
;
Liu, Guohua
;
Han, Chuntan
;
Yang, Yong
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  |  
浏览/下载:90/0
  |  
提交时间:2019/10/09
alpine cold desert
minimum monthly discharge
permafrost coverage
permafrost degradation
western China
winter discharge
A Time-Sequence Simulation Method for Power Unit's Monthly Energy-Trade Scheduling with Multiple Energy Sources
期刊论文
PROCESSES, 2019, 卷号: 7
作者:
Sun, Liang
;
Zhang, Qi
;
Zhang, Na
;
Song, Zhuoran
;
Liu, Xinglong
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  |  
浏览/下载:13/0
  |  
提交时间:2019/12/02
monthly energy-trade scheduling
time-sequence simulation method
feasibility
fairness
consumption of renewable energy
Forecasting reservoir monthly runoff via ensemble empirical mode decomposition and extreme learning machine optimized by an improved gravitational search algorithm
期刊论文
APPLIED SOFT COMPUTING, 2019, 卷号: 82
作者:
Niu, Wen-jing
;
Feng, Zhong-kai
;
Zeng, Ming
;
Feng, Bao-fei
;
Min, Yao-wu
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  |  
浏览/下载:20/0
  |  
提交时间:2019/12/02
Monthly streamflow prediction
Ensemble empirical mode decomposition (EEMD)
Extreme learning machine (ELM)
Improved gravitational search algorithm (IGSA)
Mutation and selection operators
Monthly electricity purchase and decomposition optimization considering wind power accommodation and day-ahead schedule
期刊论文
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2019, 卷号: 107, 页码: 231-238
作者:
Jiang, Yuewen
;
Yu, Simin
;
Wen, Buying
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  |  
浏览/下载:12/0
  |  
提交时间:2019/11/21
Monthly electricity market
Wind power
Risk
Day-ahead market
Energy storage system
Modelling time-variant parameters of a two-parameter monthly water balance model
期刊论文
JOURNAL OF HYDROLOGY, 2019, 卷号: 573
作者:
Deng, Chao
;
Liu, Pan
;
Wang, Weiguang
;
Shao, Quanxi
;
Wang, Dingbao
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  |  
浏览/下载:6/0
  |  
提交时间:2019/12/05
Hydrological modelling
Time-variant parameter
Catchment properties
Ensemble Kalman filter
Monthly water balance model
An Optimized Short-Arc Approach: Methodology and Application to Develop Refined Time Series of Tongji-Grace2018 GRACE Monthly Solutions
期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH, 2019, 卷号: 124, 期号: 6, 页码: 6010-6038
作者:
Chen, Qiujie
;
Shen, Yunzhong
;
Chen, Wu
;
Francis, Olivier
;
Zhang, Xingfu
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  |  
浏览/下载:5/0
  |  
提交时间:2019/12/11
satellite geodesy
GRACE
monthly gravity field solutions
optimized
short-arc approach
frequency-dependent noise
A robust method for non-stationary streamflow prediction based on improved EMD-SVM model
期刊论文
2019, 卷号: 568, 页码: 462-478
作者:
Meng, Erhao
;
Huang, Shengzhi
;
Huang, Qiang
;
Fang, Wei
;
Wu, Lianzhou
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2019/12/20
Support vector machine
Modified empirical mode decomposition
Monthly streamflow prediction
Non-stationary
City-level household carbon footprint from purchaser point of view by a modified input-output model
期刊论文
APPLIED ENERGY, 2019, 卷号: 236, 页码: 379-387
-
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2020/01/03
City-scale emissions
Urban households
Input-output model
Margin-related emissions
Monthly emissions
Seasonal emissions
Comparison of Different Machine Learning Approaches for Monthly Satellite-Based Soil Moisture Downscaling over Northeast China
期刊论文
REMOTE SENSING, 2018, 卷号: 10, 期号: 1, 页码: 23
作者:
Liu, Yangxiaoyue
;
Yang, Yaping
;
Jing, Wenlong
;
Yue, Xiafang
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  |  
浏览/下载:25/0
  |  
提交时间:2019/05/30
soil moisture
ESA CCI
downscaling
machine learning
monthly
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