Gallery
=======

Collection of amazing things science done with pyESD

Correlation of observed precipitation for Serbia weather stations with NCEP reanalysis predictors

.. image:: ./imgs/gallery_correlation.png
    :width: 600
    :align: center
    :alt: correlation

Predominat predictors selected for precipitation weather stations across Ghana

.. image:: ./imgs/gallery_predictor_count.png 
    :width: 600
    :align: center
    :alt: predictor count

Feature importance estimated for the potential predictors for a weather station in Serbia

.. image:: ./imgs/gallery_feature_imp.png 
    :width: 600
    :align: center
    :alt: feature importance

Model structure for the precipitation downscaling of weather stations in Ghana

.. image:: ./imgs/gallery_model_structure.png
    :width: 600
    :align: center
    :alt: model structure

Prediction comparison with observed for some station in Ghana

.. image:: ./imgs/gallery_compare_metrics.png
    :width: 600
    :align: center
    :alt: compare metrics

Mid-century climatologies of the downcaled precipitation for the weather stations in Ghana

.. image:: ./imgs/gallery_future_prediction.png 
    :width: 600
    :align: center
    :alt: future predictions