Concepedia

Deterministic Climate Prediction

Deterministic Climate Prediction is a predictive modeling framework within climate science that, as a deterministic method, generates specific future climate states from initial conditions without quantifying uncertainty or probabilistic outcomes.

17

Publications

918

Citations

88

Authors

44

Institutions

Publications per year

2017–2026

7

Parents

Publications

17

Complex hybrid models combining deterministic and machine learning components for numerical climate modeling and weather prediction

Vladimir M. Krasnopolsky, Michael S. Fox‐Rabinovitz · Neural Networks · 2006 · 194 citations

, , +17

Opportunities and challenges for machine learning in weather and climate modelling: hard, medium and soft AI

Matthew Chantry, Hannah M. Christensen, Peter Dueben et al. · Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences · 2021 · 178 citations · Full text

, , +12

Multiyear climate predictions using two initialization strategies

Wilco Hazeleger, Virginie Guémas, Bert Wouters et al. · Geophysical Research Letters · 2013 · 90 citations · Full text

, , +17

Using machine learning to predict statistical properties of non-stationary dynamical processes: System climate,regime transitions, and the effect of stochasticity

Dhruvit Patel, Daniel Canaday, Michelle Girvan et al. · Chaos An Interdisciplinary Journal of Nonlinear Science · 2021 · 72 citations

, , +15

Sustaining agricultural production and food security in Southern Africa: an improved role for climate prediction?

Emma Archer, E. Mukhala, Sue Walker et al. · Climatic Change · 2007 · 53 citations

, , +17

1–5 of 17

Authors

88

  1. HD
    Henry D. Jacoby

    Massachusetts Institute of Technology, United States

    1 publications · 47 citations

    1

    h-index

  2. EA
    Emma Archer

    University of Pretoria, South Africa

    1 publications · 53 citations

    1

    h-index

  3. DY
    Dejian Yang

    Nanjing University, China

    1 publications · 23 citations

    1

    h-index

  4. YW
    Yanling Wu

    Second Institute of Oceanography, China

    1 publications · 23 citations

    1

    h-index

  5. GA
    Gabriel A. Vecchi

    NOAA Geophysical Fluid Dynamics Laboratory, United States

    1 publications · 45 citations

    1

    h-index

1–5 of 88

Institutions

44

  1. University of Maryland, College Park

    College Park, United States

    2 h-index

    5 publications

    604 citations

  2. Institute of Atmospheric Physics

    Beijing, China

    2 h-index

    3 publications

    87 citations

  3. Chinese Academy of Sciences

    Beijing, China

    2 h-index

    3 publications

    87 citations

  4. European Centre for Medium-Range Weather Forecasts

    Reading, United Kingdom

    2 h-index

    2 publications

    268 citations

  5. University of Colorado Boulder

    Boulder, United States

    2 h-index

    8 publications

    172 citations

  6. Princeton University

    Princeton, United States

    1 h-index

    1 publications

    45 citations

  7. University of Northern British Columbia

    Prince George, Canada

    1 h-index

    1 publications

    23 citations

  8. Universitat Politècnica de Catalunya

    Barcelona, Spain

    1 h-index

    2 publications

    90 citations

1–8 of 44

Venues

  1. Climate Dynamics

    2 publications · 55 citations

    2

    h-index

  2. DSpace@MIT (Massachusetts Institute of Technology)

    Repository · 1 publications · 47 citations

    1

    h-index

  3. Bulletin of the American Meteorological Society

    BAMS · 1 publications · 45 citations

    1

    h-index

  4. 1

    h-index

  5. International Journal of Climatology

    1 publications · 27 citations

    1

    h-index

1–5