fredericferry / weather_regimes

Study wintertime and summertime weather regimes of the North Atlantic and North Pacific (Z500 and MSLP) with Empirical Orthogonal Functions (EOFs) and Clustering techniques.

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weather_regimes

Study wintertime and summertime weather regimes of the North Atlantic and North Pacific (Z500 and MSLP) with Empirical Orthogonal Functions (EOFs) and Clustering techniques.

Note 1 : This code was developed for educationnal purposes, and for French students. So the comments in the notebook are in French but the graphics and legends are in English.

Note 2 : If you have any comment/suggestion, if you find this code useful --> please send me an email : mailto:frederic.ferry@meteo.fr

The gridded data needed to run the notebook are NOT provided.

NCEP data can be downloaded here : ftp2.psl.noaa.gov/Projects/Datasets/ncep.reanalysis.dailyavgs/pressure ftp2.psl.noaa.gov/Projects/Datasets/ncep.reanalysis.dailyavgs/surface

Climate indices can be found here : https://psl.noaa.gov/data/climateindices/list/

If you can't find the data ask me and I'll make it available for you.


z_anom_natl_winter_20191201-20201230 z_natl_winter_eofs z_natl_winter_pcs z_natl_winter_pc123_clustering z_natl_winter_regimes z_natl_t2m_composite_DJFM z_natl_winter_regimes_occurrence z_natl_winter_regimes_occurrence2 z_anom_natl_winter_cluster_2019-12-01-2020-03-31_1 z_natl_winter_regimes-stripes_2019-12-01-2020-03-31 z_anom_cluster_natl_winter_2019-12-01-2020-03-31

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Study wintertime and summertime weather regimes of the North Atlantic and North Pacific (Z500 and MSLP) with Empirical Orthogonal Functions (EOFs) and Clustering techniques.


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