Health impact assessments¶
GitHub repository with code for health impact assessments from air pollution exposure.
Functions¶
Import numpy arrays (
import_npz.py).Find index within array nearest to a given value (
find_nearest.py).Create the ozone metric used for health impact assessments (
create_o3_metric.py).GEMM NCD+LRI for long-term PM2.5 exposure (
calc_hia_gemm_ncdlri.py).Variant using Numba (
calc_hia_gemm_ncdlri_numba.py).
GEMM 5COD for long-term PM2.5 exposure (
calc_hia_gemm_5cod.py).GBD2017/2019 for long-term PM2.5 exposure (
calc_hia_gbd2017_pm25.py,calc_hia_gbd2019_pm25.py).GBD2017/2019 for long-term O3 exposure (
calc_hia_gbd2017_o3.py,calc_hia_gbd2019_o3.py).Create global arrays of GBD2019 baseline mortality and population age (
create_arrays_gbd2019_baseline_mortality_population.py/bash).Test calculation for GBD2019 (
hia_gbd2019.py/bash).Cut an array by a shapefile (
cutshapefile.py).Cut the health impact assessment arrays by shapefiles (
shapefile_hia.py).
Examples¶
Regridding to a global grid (
example_regridding.py).Application of cutting an array by a shapefile (
example_crop_array_to_shapefile.ipynb).Plotting concentrations and calculating exposure over an area (
example_popweighted_exposure.ipynb).Health impact assessment for long-term PM2.5 and O3 exposures using GBD2017 exposure-outcome associations (
example_hia_gbd2017.py).Health impact assessment for long-term PM2.5 exposure using the GEMM NCD+LRI exposure-outcome associations (
example_hia_gbd2017.py).Cropping health impact assessments by shapefile (
example_hia_split_shapefile.py).Health impact assessment for short-term PM2.5 exposure (
example_hia_shortterm.py).