Concepedia

Climate Observations Analytics

Climate Observations Analytics is an academic research contribution that operationalizes the systematic examination and interpretation of empirical climate data through computational, statistical, or machine learning methods to derive spatiotemporal patterns, validate models, or inform climate inference, thereby distinguishing it from theoretical or simulation-based approaches within climate informatics.

6

Publications

409

Citations

24

Authors

8

Institutions

Publications per year

2017–2026

3

Parents

Publications

6

MERRA Analytic Services: Meeting the Big Data challenges of climate science through cloud-enabled Climate Analytics-as-a-Service

John L. Schnase, Daniel Q. Duffy, Glenn S. Tamkin et al. · Computers Environment and Urban Systems · 2014 · 117 citations

, , +17

How machine learning could help to improve climate forecasts

Nicola Jones · Nature · 2017 · 111 citations · Full text

, , +14

Applying big data beyond small problems in climate research

Benedikt Knüsel, Marius Zumwald, Christoph Baumberger et al. · Nature Climate Change · 2019 · 83 citations · Full text

, , +15

Climate Informatics: Accelerating Discovering in Climate Science with Machine Learning

Claire Monteleoni, Gavin A. Schmidt, Scott McQuade · Computing in Science & Engineering · 2013 · 47 citations

, , +14

How AI is improving climate forecasts

Carissa Wong · Nature · 2024 · 27 citations · Full text

, , +12

1–5 of 6

Authors

24

  1. GA
    Gavin A. Schmidt

    Goddard Institute for Space Studies, United States

    1 publications · 47 citations

    1

    h-index

  2. CW
    Carissa Wong

    Universiti Putra Malaysia, Malaysia

    1 publications · 27 citations

    1

    h-index

  3. CM
    Cristina M. Grieg

    George Mason University, United States

    1 publications · 117 citations

    1

    h-index

  4. QH
    Qunying Huang

    University of Wisconsin–Madison, United States

    1 publications · 24 citations

    1

    h-index

  5. FH
    Fei Hu

    George Mason University, United States

    1 publications · 24 citations

    1

    h-index

1–5 of 24

Institutions

8

  1. George Mason University

    Fairfax, United States

    2 h-index

    2 publications

    141 citations

  2. Federal Office of Meteorology and Climatology MeteoSwiss

    Zurich, Switzerland

    1 h-index

    1 publications

    83 citations

  3. George Washington University

    Washington, United States

    1 h-index

    2 publications

    94 citations

  4. Goddard Space Flight Center

    Greenbelt, United States

    1 h-index

    7 publications

    819 citations

  5. Goddard Institute for Space Studies

    New York, United States

    1 h-index

    1 publications

    47 citations

  6. ETH Zurich

    Zurich, Switzerland

    1 h-index

    7 publications

    581 citations

  7. University of Wisconsin–Madison

    Madison, United States

    1 h-index

    1 publications

    24 citations

  8. University of South Carolina

    Columbia, United States

    1 h-index

    2 publications

    48 citations

1–8 of 8

Venues

  1. Computers Environment and Urban Systems

    2 publications · 141 citations

    2

    h-index

  2. Nature

    2 publications · 138 citations

    2

    h-index

  3. Nature Climate Change

    1 publications · 83 citations

    1

    h-index

  4. Computing in Science & Engineering

    1 publications · 47 citations

    1

    h-index

  5. Earth Science Informatics

    1 publications · 17 citations

1–5