Concepedia

Spatial Probabilistic Forecasting

Spatial Probabilistic Forecasting is a probabilistic forecasting methodology that quantifies uncertainty in predictions across spatial domains by modeling the joint probability distribution of outcomes at multiple geographic locations.

38

Publications

1.7K

Citations

107

Authors

54

Institutions

Publications per year

2017–2026

14

Parents

Publications

38

Probabilistic Forecasts of Wind Power Generation Accounting for Geographically Dispersed Information

Julija Tastu, Pierre Pinson, Pierre‐Julien Trombe et al. · IEEE Transactions on Smart Grid · 2014 · 125 citations

, , +16

Spatial forecasting of solar radiation using ARIMA model

Ahzam Shadab, Shamshad Ahmad, Saif Said · Remote Sensing Applications Society and Environment · 2020 · 111 citations

, , +15

Combining Spatial Statistical and Ensemble Information in Probabilistic Weather Forecasts

Veronica J. Berrocal, Adrian E. Raftery, Tilmann Gneiting · Monthly Weather Review · 2007 · 99 citations · Full text

, , +14

DiffSTG: Probabilistic Spatio-Temporal Graph Forecasting with Denoising Diffusion Models

Haomin Wen, Youfang Lin, Yutong Xia et al. · 2023 · 92 citations · Full text

, , +16

Probabilistic forecasting in infectious disease epidemiology: the 13th Armitage lecture

Leonhard Held, Sebastian Meyer, Johannes Bracher · Statistics in Medicine · 2017 · 91 citations · Full text

, , +16

1–5 of 38

Authors

107

  1. AE
    Adrian E. Raftery

    University of Washington, United States

    2 publications · 174 citations

    2

    h-index

  2. CW
    Conrad Wasko

    The University of Melbourne, Australia

    2 publications · 50 citations

    2

    h-index

  3. VJ
    Veronica J. Berrocal

    University of Michigan, United States

    2 publications · 174 citations

    2

    h-index

  4. PP
    Pierre Pinson

    Technical University of Denmark, Denmark

    2 publications · 141 citations

    2

    h-index

  5. JZ
    Jianhua Z. Huang

    Texas A&M University, United States

    1 publications · 39 citations

    1

    h-index

1–5 of 107

Institutions

54

  1. University of Washington

    Seattle, United States

    3 h-index

    4 publications

    372 citations

  2. Texas A&M University

    College Station, United States

    3 h-index

    6 publications

    156 citations

  3. Duke University

    Durham, United States

    2 h-index

    2 publications

    150 citations

  4. Technical University of Denmark

    Kongens Lyngby, Denmark

    2 h-index

    8 publications

    564 citations

  5. UNSW Sydney

    Sydney, Australia

    2 h-index

    4 publications

    100 citations

  6. University of Manitoba

    Winnipeg, Canada

    2 h-index

    2 publications

    50 citations

  7. Jilin University

    Changchun, China

    2 h-index

    6 publications

    108 citations

  8. Oklahoma State University

    Stillwater, United States

    2 h-index

    2 publications

    52 citations

1–8 of 54

Venues

  1. International Journal of Forecasting

    1 publications · 42 citations

    2

    h-index

  2. 2

    h-index

  3. IEEE Transactions on Sustainable Energy

    TSTE · 1 publications · 44 citations

    2

    h-index

  4. Water Resources Research

    1 publications · 27 citations

    1

    h-index

  5. IBM Journal of Research and Development

    1 publications · 47 citations

    1

    h-index

1–5