MarcoLandtHayen/climate_index_collection: Climate Index Collection based on Model Data (CICMoD) v2023.03.29.1

The current version contains the following 29 indices on CESM and FOCI model data covering 999 and 1,000 years, respectively, starting in year 1:

Geopotential height (Z500): Southern Annular Mode PC-based (SAM_PC)

Sea level pressure: Southern Annular Mode from zonal mean (SAM_ZM) Southern Oscillation index (SOI) North Pacific pattern (NP) North Atlantic Oscillation station-based (NAO_ST) North Atlantic Oscillation PC-based (NAO_PC)

Sea surface temperature: Atlantic Multidecadal Oscillation (AMO) Pacific Decadal Oscillation PC-based (PDO_PC) El Nino Southern Oscillation 1+2 (ENSO_12) El Nino Southern Oscillation 3 (ENSO_3) El Nino Southern Oscillation 3.4 (ENSO_34) El Nino Southern Oscillation 4 (ENSO_4) Tropical North Atlantic sea-surface temperature anomaly (SST_TNA) Tropical South Atlantic sea-surface temperature anomaly (SST_TSA) Eastern Subtropical Indian Ocean sea-surface temperature anomaly (SST_ESIO) Western Subtropical Indian Ocean sea-surface temperature anomaly (SST_WSIO) Mediterranean sea-surface temperature anomaly (SST_MED) Hurricane main development region sea-surface temperature anomaly (SST_HMDR)

Sea surface salinity: North Atlantic sea-surface salinity anomaly (SSS_NA) Western North Atlantic sea-surface salinity anomaly (SSS_WNA) Eastern North Atlantic sea-surface salinity anomaly (SSS_ENA) South Atlantic sea-surface salinity anomaly (SSS_SA)

Surface air temperature: Surface air temperature anomaly Northern Hemisphere (SAT_N_ALL) Surface air temperature anomaly Northern Hemisphere ocean (SAT_N_OCEAN) Surface air temperature anomaly Northern Hemisphere land (SAT_N_LAND) Surface air temperature anomaly Southern Hemisphere (SAT_S_ALL) Surface air temperature anomaly Southern Hemisphere ocean (SAT_S_OCEAN) Surface air temperature anomaly Southern Hemisphere land (SAT_S_LAND)

Precipitation: Sahel precipitation anomaly (PREC_SAHEL)

Surface air temperature now consistently refers to temperature in 2m height for both, CESM and FOCI.

csv output file is attached. Find raw data on Zenodo: https://doi.org/10.5281/zenodo.7774316

To install the package from Zenodo, unzip the archive and then install using

SETUPTOOLS_SCM_PRETEND_VERSION="2023.03.29.1" python -m pip install <path-to-extracted-archive>