internal-variability

There are 9 repositories under internal-variability topic.

  • blutjens/climate-emulator

    A comparative analysis of linear regression vs. deep learning models for emulating climate models in the presence of internal variability. (public)

    Language:Jupyter Notebook9100

  • zmlabe/ModelBiasesANN

    Investigation of model biases in historical internal variability using explainable AI

    Language:Python8301

  • zmlabe/DetectMitigate

    Using neural networks to detect effects of rapid climate mitigation

    Language:Python5301

  • zmlabe/StratoVari

    Large ensemble to explore robustness of stratospheric response to Arctic sea-ice loss

    Language:Python5301

  • zmlabe/InternalSignal

    ANN detecting signal from internal variability

    Language:Python4313

  • zmlabe/predictGMSTrate

    Using a neural network to predict changes in the rate of global mean surface temperature warming

    Language:Python4302

  • zmlabe/SAI

    Using explainable to identify regional climate signals to stratospheric aerosol injection

    Language:Python320

  • zmlabe/TOE_TMIN-TMAX

    Timing of emergence of CONUS summertime temperatures

    Language:Python3302

  • zmlabe/Attribution_SpringNA

    Climate drivers of the springtime North America cooling pattern

    Language:Python1201