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Spatio-temporal fusion graph convolutional network for traffic flow forecasting
期刊论文
INFORMATION FUSION, 2024, 卷号: 104, 页码: 11
作者:
Ma, Ying
;
Lou, Haijie
;
Yan, Ming
;
Sun, Fanghui
;
Li, Guoqi
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2024/02/22
Graph convolutional network
Spatio-temporal data
Traffic forecasting
A Deep Learning Method for Dynamic Process Modeling of Real Landslides Based on Fourier Neural Operator
期刊论文
EARTH AND SPACE SCIENCE, 2024, 卷号: 11, 期号: 3, 页码: 13
作者:
Chen, Yanglong
;
Ouyang, Chaojun
;
Xu, Qingsong
;
Yang, Weibin
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浏览/下载:0/0
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提交时间:2024/04/19
deep learning
landslide
dynamic process
Fourier neural operator
data-driven method
Tropical cyclone intensity forecasting using model knowledge guided deep learning model
期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2024, 卷号: 19, 期号: 2, 页码: 10
作者:
Wang, Chong
;
Li, Xiaofeng
;
Zheng, Gang
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浏览/下载:0/0
  |  
提交时间:2024/04/07
tropical cyclone intensity forecast
deep learning
model knowledge
Predicting the Arrival Time of an Interplanetary Shock Based on DSRT Spectrum Observations for the Corresponding Type II Radio Burst and a Blast Wave Theory
期刊论文
ASTROPHYSICAL JOURNAL, 2024, 卷号: 962, 期号: 2
作者:
Li, Ran
;
Zhao, Xinhua
;
Yan, Jingye
;
Wu, Lin
;
Yang, Yang
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  |  
浏览/下载:1/0
  |  
提交时间:2024/03/29
Climate-Vegetation Coverage Interactions in the Hengduan Mountains Area, Southeastern Tibetan Plateau, and Their Downstream Effects
期刊论文
ADVANCES IN ATMOSPHERIC SCIENCES, 2024, 页码: 16
作者:
Fang, Congxi
;
Chen, Jinlei
;
Ouyang, Chaojun
;
Wang, Lu
;
Sun, Changfeng
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  |  
浏览/下载:1/0
  |  
提交时间:2024/03/25
Hengduan Mountains Area
normalized difference vegetation index
climate change
net heat flux
downstream effects
Hierarchical U-net with re-parameterization technique for spatio-temporal weather forecasting
期刊论文
MACHINE LEARNING, 2024, 页码: 19
作者:
Xu, Baowen
;
Wang, Xuelei
;
Li, Jingwei
;
Liu, Chengbao
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浏览/下载:0/0
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提交时间:2024/02/21
Spatio-temporal weather forecasting
U-Net
Re-parameterization
SpatioTemporal Inference Network for Precipitation Nowcasting With Multimodal Fusion
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2024, 卷号: 17, 页码: 1299-1314
作者:
Jin, Qizhao
;
Zhang, Xinbang
;
Xiao, Xinyu
;
Wang, Ying
;
Meng, Gaofeng
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  |  
浏览/下载:2/0
  |  
提交时间:2024/02/21
Data mining
multimodal knowledge discovery
precipitation nowcasting
Indian Ocean Basin Warming in 2020 Forced by Thermocline Anomalies of the 2019 Indian Ocean Dipole
期刊论文
JOURNAL OF CLIMATE, 2024, 卷号: 37, 期号: 1, 页码: 145-163
作者:
Wang, Jing
;
Zhang, Shouwen
;
Jiang, Hua
;
Yuan, Dongliang
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  |  
浏览/下载:1/0
  |  
提交时间:2024/04/07
Indian Ocean
Oceanic waves
ENSO
Seasonal forecasting
Data assimilation
Tropical variability
Sea Surface Temperature and Marine Heat Wave Predictions in the South China Sea: A 3D U-Net Deep Learning Model Integrating Multi-Source Data
期刊论文
ATMOSPHERE, 2024, 卷号: 15, 期号: 1, 页码: 20
作者:
Xie, Bowen
;
Qi, Jifeng
;
Yang, Shuguo
;
Sun, Guimin
;
Feng, Zhongkun
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2024/04/07
sea surface temperature
deep learning
3D U-Net model
marine heat waves
South China Sea
multi-source data
Effects of Wind Stress Uncertainty on Short-Term Prediction of the Kuroshio Extension State Transition Process
期刊论文
JOURNAL OF PHYSICAL OCEANOGRAPHY, 2023, 卷号: 53, 期号: 12, 页码: 2751-2771
作者:
Zhang, Hui
;
Wang, Qiang
;
Mu, Mu
;
Zhang, Kun
;
Geng, Yu
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  |  
浏览/下载:0/0
  |  
提交时间:2024/04/07
Wind
Forecast verification/skill
Numerical weather prediction/forecasting
Mesoscale models
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