Concepedia

Probabilistic Nowcasting

Probabilistic Nowcasting is a hydrologic nowcasting method that characterizes uncertainty in short-term predictions of hydrological states by generating multiple plausible future scenarios through probabilistic modeling, distinguishing it from deterministic approaches that yield single-point forecasts.

17

Publications

1.8K

Citations

105

Authors

31

Institutions

Publications per year

2017–2026

10

Parents

Publications

17

Skilful precipitation nowcasting using deep generative models of radar

Suman Ravuri, Karel Lenc, Matthew Willson et al. · Nature · 2021 · 916 citations · Full text

, , +16

Pysteps: an open-source Python library for probabilistic precipitation nowcasting (v1.0)

Seppo Pulkkinen, Daniele Nerini, Andrés A. Pérez Hortal et al. · Geoscientific model development · 2019 · 269 citations · Full text

, , +17

A Kernel-Based Spatio-Temporal Dynamical Model for Nowcasting Weather Radar Reflectivities

Ke Xu, Christopher K. Wikle, Neil I. Fox · Journal of the American Statistical Association · 2005 · 104 citations

, , +17

Blending a probabilistic nowcasting method with a high‐resolution numerical weather prediction ensemble for convective precipitation forecasts

Kirstin Kober, George C. Craig, Christian Keil et al. · Quarterly Journal of the Royal Meteorological Society · 2011 · 86 citations · Full text

, , +16

Hydrological application of radar rainfall nowcasting in the Netherlands

Danny Heuvelink, Marc Berenguer, Claudia Brauer et al. · Environment International · 2020 · 50 citations · Full text

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1–5 of 17

Authors

105

  1. AA
    Alberto Arribas

    Met Office, United Kingdom

    2 publications · 946 citations

    2

    h-index

  2. KK
    Kirstin Kober

    Ludwig-Maximilians-Universität München, Germany

    2 publications · 104 citations

    2

    h-index

  3. AS
    Alan Seed

    Bureau of Meteorology, Australia

    2 publications · 298 citations

    2

    h-index

  4. AA
    Andrés A. Pérez Hortal

    Federal Office of Meteorology and Climatology MeteoSwiss, Switzerland

    2 publications · 298 citations

    2

    h-index

  5. EC
    Ellen Clancy

    Google DeepMind (United Kingdom), United Kingdom

    2 publications · 946 citations

    2

    h-index

1–5 of 105

Institutions

31

  1. Colorado State University

    Fort Collins, United States

    4 h-index

    5 publications

    376 citations

  2. Finnish Meteorological Institute

    Helsinki, Finland

    3 h-index

    5 publications

    400 citations

  3. Bureau of Meteorology

    Melbourne, Australia

    3 h-index

    5 publications

    643 citations

  4. Met Office

    Exeter, United Kingdom

    2 h-index

    45 publications

    8.2K citations

  5. McGill University

    Montreal, Canada

    2 h-index

    2 publications

    298 citations

  6. Federal Office of Meteorology and Climatology MeteoSwiss

    Zurich, Switzerland

    2 h-index

    6 publications

    894 citations

  7. University of Missouri

    Columbia, United States

    2 h-index

    5 publications

    398 citations

  8. Ludwig-Maximilians-Universität München

    Munich, Germany

    2 h-index

    6 publications

    244 citations

1–8 of 31

Venues

  1. Bulletin of the American Meteorological Society

    BAMS · 1 publications · 47 citations

    1

    h-index

  2. Weather and Forecasting

    1 publications · 43 citations

    1

    h-index

  3. IEEE Geoscience and Remote Sensing Letters

    GRSL · 1 publications · 22 citations

    1

    h-index

  4. Environmental Research Letters

    ERL · 1 publications · 23 citations

    1

    h-index

  5. 1

    h-index

1–5