Concepedia

Spatiotemporal Nowcasting Models

Spatiotemporal Nowcasting Models is a computational framework that integrates spatial and temporal dynamics to predict short-term hydrological states or events at high resolution by leveraging both geographic dependencies and time-evolving processes in near real-time.

18

Publications

8K

Citations

78

Authors

33

Institutions

Publications per year

2017–2026

14

Parents

Publications

18

Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting

Xingjian Shi, Zhourong Chen, Hao Wang et al. · arXiv (Cornell University) · 2015 · 6.6K citations · Full text

, , +16

Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting

Xingjian Shi, Zhourong Chen, Hao Wang et al. · arXiv (Cornell University) · 2015 · 784 citations · Full text

, , +16

PFST-LSTM: A SpatioTemporal LSTM Model With Pseudoflow Prediction for Precipitation Nowcasting

Chuyao Luo, Xutao Li, Yunming Ye · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2020 · 121 citations · Full text

, , +17

Spatial-temporal flood inundation nowcasts by fusing machine learning methods and principal component analysis

Li‐Chiu Chang, Jia-Yi Liou, Fi‐John Chang · Journal of Hydrology · 2022 · 83 citations

, , +13

Bayesian spatiotemporal modeling with sliding windows to correct reporting delays for real-time dengue surveillance in Thailand

Chawarat Rotejanaprasert, Nattwut Ekapirat, Darin Areechokchai et al. · International Journal of Health Geographics · 2020 · 58 citations · Full text

, , +17

1–5 of 18

Authors

78

  1. XS
    Xingjian Shi

    Hong Kong University of Science and Technology, Hong Kong SAR China

    3 publications · 7.5K citations

    3

    h-index

  2. XL
    Xutao Li

    Harbin Institute of Technology, China

    2 publications · 160 citations

    2

    h-index

  3. CL
    Chuyao Luo

    Harbin Institute of Technology, China

    2 publications · 160 citations

    2

    h-index

  4. DY
    Dit‐Yan Yeung

    Hong Kong University of Science and Technology, Hong Kong SAR China

    2 publications · 7.4K citations

    2

    h-index

  5. WW
    Wang‐chun Woo

    Hong Kong Observatory, China

    2 publications · 7.4K citations

    2

    h-index

1–5 of 78

Institutions

33

  1. Beijing Meteorological Bureau

    Beijing, China

    2 h-index

    2 publications

    31 citations

  2. Harbin Institute of Technology

    Harbin, China

    2 h-index

    8 publications

    558 citations

  3. Hong Kong Observatory

    Hong Kong, China

    2 h-index

    4 publications

    14.9K citations

  4. Indian Space Research Organisation

    Bengaluru, India

    2 h-index

    6 publications

    153 citations

  5. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    2 h-index

    8 publications

    29.7K citations

  6. Tamkang University

    Taipei, Taiwan

    1 h-index

    1 publications

    83 citations

  7. Department of Disease Control

    Nonthaburi, Thailand

    1 h-index

    1 publications

    58 citations

  8. Nanjing University of Information Science and Technology

    Nanjing, China

    1 h-index

    5 publications

    80 citations

1–8 of 33

Venues

  1. arXiv (Cornell University)

    Repository · 3 publications · 7.5K citations

    3

    h-index

  2. 2

    h-index

  3. 2

    h-index

  4. IEEE Transactions on Sustainable Energy

    TSTE · 1 publications · 38 citations

    1

    h-index

  5. International Journal of Health Geographics

    1 publications · 58 citations

    1

    h-index

1–5