Concepedia

Dynamical Forecasting

Dynamical Forecasting is a modeling approach within long-range forecasting that simulates future system states by numerically integrating the governing physical equations of the system over time, distinguishing it from statistical or empirical methods by its reliance on mechanistic representations of underlying processes.

191

Publications

10.7K

Citations

585

Authors

338

Institutions

Publications per year

2017–2026

67

Parents

Publications

191

The NCEP Climate Forecast System

Subodh Kumar Saha, Sudhir Nadiga, C. Thiaw et al. · Journal of Climate · 2006 · 1.1K citations · Full text

, , +17

Methodology for long-term prediction of time series

Antti Sorjamaa, Hao Jin, Nima Reyhani et al. · Neurocomputing · 2007 · 436 citations

, , +12

PIPs and POPs: The reduction of complex dynamical systems using principal interaction and oscillation patterns

Klaus Hasselmann · Journal of Geophysical Research Atmospheres · 1988 · 400 citations · Full text

, , +17

Fractional Neuro-Sequential ARFIMA-LSTM for Financial Market Forecasting

Ayaz Hussain Bukhari, Muhammad Asif Zahoor Raja, Muhammad Sulaiman et al. · IEEE Access · 2020 · 364 citations · Full text

, , +17

Hybrid forecasting of chaotic processes: Using machine learning in conjunction with a knowledge-based model

Chaos An Interdisciplinary Journal of Nonlinear Science · 2018 · 298 citations · Full text

, , +14

1–5 of 191

Authors

585

  1. HR
    Hong‐Li Ren

    China Meteorological Administration, China

    3 publications · 37 citations

    3

    h-index

  2. KM
    K. Miyakoda

    NOAA Geophysical Fluid Dynamics Laboratory, United States

    3 publications · 93 citations

    3

    h-index

  3. SD
    Siegfried D. Schubert

    Goddard Space Flight Center, United States

    2 publications · 31 citations

    2

    h-index

  4. AH
    Ayaz Hussain Bukhari

    COMSATS University Islamabad, Pakistan

    2 publications · 393 citations

    2

    h-index

  5. SV
    Stéphane Vannitsem

    Royal Meteorological Institute of Belgium, Belgium

    2 publications · 64 citations

    2

    h-index

1–5 of 585

Institutions

338

  1. China Meteorological Administration

    Beijing, China

    6 h-index

    9 publications

    263 citations

  2. Institute of Atmospheric Physics

    Beijing, China

    4 h-index

    8 publications

    352 citations

  3. Chinese Academy of Sciences

    Beijing, China

    4 h-index

    9 publications

    416 citations

  4. Lanzhou University

    Lanzhou, China

    4 h-index

    5 publications

    133 citations

  5. Centre National de la Recherche Scientifique

    Paris, France

    4 h-index

    11 publications

    477 citations

  6. National Oceanic and Atmospheric Administration

    Washington, United States

    4 h-index

    17 publications

    12.8K citations

  7. Santa Fe Institute

    Santa Fe, United States

    3 h-index

    3 publications

    75 citations

  8. Royal Netherlands Meteorological Institute

    De Bilt, The Netherlands

    3 h-index

    4 publications

    67 citations

1–8 of 338

Venues

  1. Monthly Weather Review

    11 publications · 357 citations

    11

    h-index

  2. 8

    h-index

  3. Journal of the Atmospheric Sciences

    7 publications · 487 citations

    7

    h-index

  4. 5

    h-index

  5. Nonlinear processes in geophysics

    4 publications · 280 citations

    4

    h-index

1–5