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寒区旱区环境与工程研... [5]
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期刊论文 [5]
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2018 [2]
2017 [1]
2016 [1]
2015 [1]
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专题:寒区旱区环境与工程研究所
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Design and evaluation of SVR, MARS and M5Tree models for 1, 2 and 3-day lead time forecasting of river flow data in a semiarid mountainous catchment
期刊论文
STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT, 2018, 卷号: 32, 期号: 9, 页码: 2457-2476
作者:
Yin, Zhenliang
;
Feng, Qi
;
Wen, Xiaohu
;
Deo, Ravinesh C.
;
Yang, Linshan
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浏览/下载:59/0
  |  
提交时间:2019/10/09
River flow forecasting
Support vector regression
Multivariate adaptive regression spline
M5Tree model
Data-driven model
Short-term electricity demand forecasting with MARS, SVR and ARIMA models using aggregated demand data in Queensland, Australia
期刊论文
ADVANCED ENGINEERING INFORMATICS, 2018, 卷号: 35, 页码: 1-16
作者:
Al-Musaylh, Mohanad S.
;
Deo, Ravinesh C.
;
Adarnowski, Jan F.
;
Li, Yan
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  |  
浏览/下载:48/0
  |  
提交时间:2019/10/09
Electricity demand forecasting
Machine learning
SVR
MARS
ARIMA
Wavelet analysis-artificial neural network conjunction models for multi-scale monthly groundwater level predicting in an arid inland river basin, northwestern China
期刊论文
HYDROLOGY RESEARCH, 2017, 卷号: 48, 期号: 6, 页码: 1710-1729
作者:
Wen, Xiaohu
;
Feng, Qi
;
Deo, Ravinesh C.
;
Wu, Min
;
Si, Jianhua
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  |  
浏览/下载:40/0
  |  
提交时间:2019/10/09
arid environment
artificial neural network
discrete wavelet transforms
forecasting
groundwater level
Coupling the WRF model with a temperature index model based on remote sensing for snowmelt simulations in a river basin in the Altay Mountains, north-west China
期刊论文
HYDROLOGICAL PROCESSES, 2016, 卷号: 30, 期号: 21, 页码: 3967-3977
作者:
Wu, Xuejiao
;
Shen, Yongping
;
Wang, Ninglian
;
Pan, Xiaoduo
;
Zhang, Wei
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  |  
浏览/下载:40/0
  |  
提交时间:2019/10/09
high mountain hydrology
snow water equivalent distribution
Weather Research Forecasting model
positive air temperature
snowmelt water volume
Weather Research and Forecasting model simulations of a rare springtime bow echo near the Great Salt Lake, USA
期刊论文
METEOROLOGICAL APPLICATIONS, 2015, 卷号: 22, 期号: 3, 页码: 301-313
作者:
Zhao, L.
;
Wang, S-Y.
;
Jin, J.
;
Clark, A. J.
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浏览/下载:18/0
  |  
提交时间:2019/10/09
modelling
forecasting
numerical simulation
bow echo
Great Salt Lake
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