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地理科学与资源研究所 [4]
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期刊论文 [8]
会议论文 [1]
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2020 [9]
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A multi-granularity heterogeneous combination approach to crude oil price forecasting
期刊论文
ENERGY ECONOMICS, 2020, 卷号: 91, 页码: 9
作者:
Wang, Jue
;
Zhou, Hao
;
Hong, Tao
;
Li, Xiang
;
Wang, Shouyang
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  |  
浏览/下载:9/0
  |  
提交时间:2021/01/14
Crude oil Price
Forecast combination
Feature selection
Multi-granularity
Artificial bee colony
Wind Speed Forecast Based on Post-Processing of Numerical Weather Predictions Using a Gradient Boosting Decision Tree Algorithm
期刊论文
ATMOSPHERE, 2020, 卷号: 11, 期号: 7, 页码: 38
作者:
Xu, Wenqing
;
Ning, Like
;
Luo, Yong
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  |  
浏览/下载:9/0
  |  
提交时间:2021/03/16
wind speed forecast
numerical weather prediction
post processing
gradient boosting decision tree
Assessment of the Forecast Skill of Multiphysics and Multistochastic Methods within the GRAPES Regional Ensemble Prediction System in the East Asian Monsoon Region
期刊论文
WEATHER AND FORECASTING, 2020, 卷号: 35, 期号: 3, 页码: 1145-1171
作者:
Xu, Zhizhen
;
Chen, Jing
;
Jin, Zheng
;
Li, Hongqi
;
Chen, Fajing
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  |  
浏览/下载:10/0
  |  
提交时间:2021/07/09
Operational forecasting
Probability forecasts
models
distribution
Ensembles
Model errors
Model evaluation
performance
Numerical weather prediction
forecasting
Aerosol-photolysis interaction reduces particulate matter during wintertime haze events
期刊论文
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2020, 卷号: 117, 期号: 18, 页码: 9755-9761
作者:
Wu, Jiarui
;
Bei, Naifang
;
Hu, Bo
;
Liu, Suixin
;
Wang, Yuan
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  |  
浏览/下载:32/0
  |  
提交时间:2020/06/23
particulate pollution
aerosol-radiation interaction
aerosol-photolysis interaction
Representing Model Uncertainty by Multi-Stochastic Physics Approaches in the GRAPES Ensemble
期刊论文
ADVANCES IN ATMOSPHERIC SCIENCES, 2020, 卷号: 37, 期号: 4, 页码: 328-346
作者:
Xu, Zhizhen
;
Chen, Jing
;
Jin, Zheng
;
Li, Hongqi
;
Chen, Fajing
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  |  
浏览/下载:11/0
  |  
提交时间:2020/05/19
ensemble prediction
model uncertainty
stochastically perturbed parameterization
multi-stochastic physics approaches
Summertime ozone pollution in Sichuan Basin, China: Meteorological conditions, sources and process analysis
期刊论文
Atmospheric Environment, 2020, 卷号: 226, 页码: 117392
作者:
Yang, Xianyu
;
Wu, Kai
;
Wang, Haolin
;
Liu, Yiming
;
Gu, Shan
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浏览/下载:59/0
  |  
提交时间:2020/04/29
Community multi
scale air qualities
Formation and evolutions
Meteorological condition
Ozone pollution
Positive Matrix Factorization
Regional transport
Sichuan Basin
Weather research and forecasting
representingmodeluncertaintybymultistochasticphysicsapproachesinthegrapesensemble
期刊论文
advancesinatmosphericsciences, 2020, 卷号: 37, 期号: 4, 页码: 328
作者:
Xu Zhizhen
;
Chen Jing
;
Jin Zheng
;
Li Hongqi
;
Chen Fajing
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  |  
浏览/下载:3/0
  |  
提交时间:2020/05/20
Short-Term Photovoltaic Power Prediction Modeling Based on AdaBoost Algorithm and Elman
会议论文
Virtual, Chengdu, China, December 25-27, 2020
作者:
Sun, Wenxuan
;
Zhang T(张涛)
;
Tao, Ran
;
Wang AN(王安娜)
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  |  
浏览/下载:13/0
  |  
提交时间:2021/03/14
Photovoltaic power prediction
AdaBoost algorithm
Bat algorithm
Elman nerve-network
Short-Term Traffic Flow Prediction Based on LSTM-XGBoost Combination Model
期刊论文
CMES - Computer Modeling in Engineering and Sciences, 2020, 卷号: 125, 期号: 1, 页码: 95-109
作者:
Zhang XJ(张玺君)
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  |  
浏览/下载:11/0
  |  
提交时间:2020/11/13
Forecasting
Long short-term memory
Predictive analytics
Roads and streets
Time series
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