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科研机构
地理科学与资源研究... [17]
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期刊论文 [11]
SCI/SSCI论文 [4]
EI期刊论文 [1]
项目 [1]
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2021 [1]
2020 [3]
2019 [2]
2018 [1]
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专题:地理科学与资源研究所
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Multi-hour and multi-site air quality index forecasting in Beijing using CNN, LSTM, CNN-LSTM, and spatiotemporal clustering
期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2021, 卷号: 169, 页码: 15
作者:
Yan, Rui
;
Liao, Jiaqiang
;
Yang, Jie
;
Sun, Wei
;
Nong, Mingyue
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2021/08/19
LSTM
CNN
Forecasting
AQI
Spatiotemporal clustering
Differing roles of base and fast flow in ensemble seasonal streamflow forecasting: An experimental investigation
期刊论文
JOURNAL OF HYDROLOGY, 2020, 卷号: 591, 页码: 12
作者:
Huang, Zeqing
;
Zhao, Tongtiegang
;
Liu, Yang
;
Zhang, Yongyong
;
Jiang, Tao
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2021/03/15
Streamflow forecasting
Seasonal flow
Base flow
Fast flow
Forecast skill
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
收藏
  |  
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
Integrating remote sensing data with WRF model for improved 2-m temperature and humidity simulations in China
期刊论文
DYNAMICS OF ATMOSPHERES AND OCEANS, 2020, 卷号: 89, 页码: 15
作者:
Yan, Dongdong
;
Liu, Tianya
;
Dong, Wenjie
;
Liao, Xiaohan
;
Luo, Siqiong
收藏
  |  
浏览/下载:103/0
  |  
提交时间:2020/05/19
WRF model
MODIS-NDVI
Temperature
Specific humidity
Predictive performance of NMME seasonal forecasts of global precipitation: A spatial-temporal perspective
期刊论文
JOURNAL OF HYDROLOGY, 2019, 卷号: 570, 页码: 17-25
作者:
Zhao, Tongtiegang
;
Zhang, Yongyong
;
Chen, Xiaohong
收藏
  |  
浏览/下载:39/0
  |  
提交时间:2019/05/22
Global climate model
Seasonal forecasts
Precipitation
Anomaly correlation
North American Multi-Model Ensemble
Fusion of Simulated and Observational Temperature Data in the Beijing-Tianjin-Hebei Region Based on High-Accuracy Surface Modeling
期刊论文
ADVANCES IN METEOROLOGY, 2019, 页码: 14
作者:
Liu, Yu
;
Yue, Tianxiang
;
Jiao, Yimeng
;
Zhao, Yapeng
;
Bao, Zhengyi
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2019/05/22
Improving PM2.5 Forecasting and Emission Estimation Based on the Bayesian Optimization Method and the Coupled FLEXPART-WRF Model
期刊论文
ATMOSPHERE, 2018, 卷号: 9, 期号: 11, 页码: 17
作者:
Guo, Lifeng
;
Chen, Baozhang
;
Zhang, Huifang
;
Xu, Guang
;
Lu, Lijiang
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  |  
浏览/下载:131/0
  |  
提交时间:2019/05/23
PM2
5
FLEXPART-WRF
real-time concentrations
inventory
Bayesian optimization method
Long-term atmospheric visibility trends in megacities of China, India and the United States
期刊论文
ENVIRONMENTAL RESEARCH, 2017, 卷号: 159, 页码: 466-473
作者:
Hu, Yue
;
Yao, Ling
;
Cheng, Zhen
;
Wang, Yungang
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2019/09/25
Atmospheric visibility
Air quality
Aerosol optical depth
Air pollution
Public health
Developing reservoir monthly inflow forecasts using artificial intelligence and climate phenomenon information
期刊论文
WATER RESOURCES RESEARCH, 2017, 卷号: 53, 期号: 4, 页码: 2786-2812
作者:
Yang, Tiantian
;
Asanjan, Ata Akbari
;
Welles, Edwin
;
Gao, Xiaogang
;
Sorooshian, Soroosh
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2019/09/25
CDWR Seasonal Forecasting via Database Enhancement Program (DWR)[4600010378]
项目
项目编号: 4600010378, 资助机构: CDWR Seasonal Forecasting via Database Enhancement Program (DWR), 2017-
-
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2019/09/25
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