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科研机构
兰州理工大学 [5]
数学与系统科学研究院 [4]
地理科学与资源研究所 [2]
自动化研究所 [2]
沈阳自动化研究所 [2]
科技战略咨询研究院 [1]
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期刊论文 [16]
会议论文 [3]
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2020 [19]
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Deterministic and probabilistic wind speed forecasting with de-noising-reconstruction strategy and quantile regression based algorithm
期刊论文
RENEWABLE ENERGY, 2020, 卷号: 162, 页码: 1208-1226
作者:
Hu, Jianming
;
Heng, Jiani
;
Wen, Jiemei
;
Zhao, Weigang
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2021/04/26
Renewable energy
Complete empirical mode decomposition with adaptive noise
Quantile regression neural network
Wind speed forecasting
Distance correlation
Optimal selection of heterogeneous ensemble strategies of time series forecasting with multi-objective programming
期刊论文
Expert Systems with Applications, 2020, 期号: 166, 页码: 114091
作者:
Jianping Li
;
Jun Hao
;
Qianqian Feng
;
Xiaolei Sun
;
Mingxi Liu
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  |  
浏览/下载:169/0
  |  
提交时间:2021/01/26
Multi-objective optimization
Ensemble forecasting
Machine learning
Evolutionary algorithm
Baltic Dry Index
Improving the practicability of remote sensing data-assimilation-based crop yield estimations over a large area using a spatial assimilation algorithm and ensemble assimilation strategies
期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2020, 卷号: 291, 页码: 14
作者:
Chen, Yi
;
Tao, Fulu
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  |  
浏览/下载:6/0
  |  
提交时间:2021/03/18
Crop model
Leaf area index (LAI)
Remote sensing
Data assimilation
Yield estimation
An Asian Summer Monsoon-Related Relative Humidity Record from Tree-Ring delta O-18 in Gansu Province, North China
期刊论文
ATMOSPHERE, 2020, 卷号: 11, 期号: 9, 页码: 21
作者:
Wang, Yan
;
Liu, Yu
;
Li, Qiang
;
Song, Huiming
;
Sun, Changfeng
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  |  
浏览/下载:13/0
  |  
提交时间:2020/12/29
tree-ring
North China
Asian summer monsoon
ENSO
PDO
Monthly Streamflow Forecasting Using ELM-IPSO Based on Phase Space Reconstruction
期刊论文
WATER RESOURCES MANAGEMENT, 2020, 卷号: 34, 期号: 11, 页码: 3515-3531
作者:
Jiang, Yan
;
Bao, Xin
;
Hao, Shaonan
;
Zhao, Hongtao
;
Li, Xuyong
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  |  
浏览/下载:34/0
  |  
提交时间:2021/08/31
Streamflow prediction
Chaohe River basin
Chaotic dynamic characteristics
Phase space reconstruction
Extreme learning machine
Improved particle swarm optimization algorithm
Purely satellite data-driven deep learning forecast of complicated tropical instability waves
期刊论文
SCIENCE ADVANCES, 2020, 卷号: 6, 期号: 29, 页码: 9
作者:
Zheng, Gang
;
Li, Xiaofeng
;
Zhang, Rong-Hua
;
Liu, Bin
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  |  
浏览/下载:9/0
  |  
提交时间:2020/09/25
Modeling Hourly Soil Temperature Using Deep BiLSTM Neural Network
期刊论文
ALGORITHMS, 2020, 卷号: 13, 期号: 7
作者:
Li, Cong
;
Zhang, Yaonan
;
Ren, Xupeng
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  |  
浏览/下载:9/0
  |  
提交时间:2022/03/01
soil temperature
machine learning
weather forecasting data
BiLSTM
soil depths
Modeling hourly soil temperature using deep BiLSTM neural network
期刊论文
Algorithms, 2020, 卷号: 13, 期号: 7
作者:
Li, Cong
;
Zhang, Yaonan
;
Ren, Xupeng
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  |  
浏览/下载:3/0
  |  
提交时间:2020/11/14
Agricultural robots
Agriculture
Climate models
Deep neural networks
Mean square error
Neural networks
Soils
Temperature
Time series analysis
Agricultural productions
Biogeochemical models
Coefficient of determination
Correlation analysis
Geothermal development
Machine learning models
Meteorological parameters
Root mean square errors
Fault prediction of power supply vehicle based on multi-state time series prediction learning
期刊论文
Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition), 2020, 卷号: 50, 期号: 4, 页码: 1532-1544
作者:
Li, Wei
;
Zhou, Bing-Xiang
;
Jiang, Dong-Nian
;
Sun, Xiao-Jing
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  |  
浏览/下载:17/0
  |  
提交时间:2020/11/14
Forecasting
Long short-term memory
Nearest neighbor search
Time series
Vehicles
Complex equipment
Experimental analysis
Nearest neighbors
Operation situation
Real-time operation
Simulation systems
Time series prediction
Vehicle operations
Sea-water-level prediction via combined wavelet decomposition, neuro-fuzzy and neural networks using SLA and wind information
期刊论文
ACTA OCEANOLOGICA SINICA, 2020, 卷号: 39, 期号: 5, 页码: 157-167
作者:
Wang, Bao
;
Wang, Bin
;
Wu, Wenzhou
;
Xi, Changbai
;
Wang, Jiechen
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2021/07/09
sea-water level
prediction
ANFIS
wavelet decomposition
wind
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