Published August 20, 2021
| Version 1.0
Software
Open
Replication code and data for "ENSO Impacts Child Undernutrition in the Global Tropics"
- 1. University of San Francisco
- 2. University of Chicago
- 3. University of California, San Diego
Description
Replication code and partial data for "ENSO Impacts Child Undernutrition in the Global Tropics" by Jesse K. Anttila-Hughes, Amir S. Jina, and Gordon C. McCord, published in Nature Communications.
Data:
Details of the data required to replicate the result in the paper are as follows:
- Survey data used in this study are available from the Demographics and Health Surveys (DHS) Program at https://dhsprogram.com/. Readers wishing to obtain these data must first apply for access from the DHS Program.
- ENSO data are available via NOAA at https://www.cpc.ncep.noaa.gov/data/indices/. Specifically
- data to plot figure 1a (which is used by NOAA to define whether a positive or negative ENSO state is occurring are available at https://www.cpc.ncep.noaa.gov/data/indices/oni.ascii.txt
- data to calculate teleconnections (detrended to remove global warming signatures) are available at http://www.cpc.ncep.noaa.gov/products/analysis_monitoring/ensostuff/detrend.nino34.ascii.txt
- University of Delaware gridded weather data are available at http://climate.geog.udel.edu/~climate/html_pages/archive.html.
- "nino34_formatted.csv" is a modified version of the NINO3.4 time series from NOAA that can be imported directly into the teleconnection analysis code
- "oni_5_formatted.csv" is a modified version of the Oceanic Nino Index file from NOAA that can be used to plot figure 1A
- "nino34_udel_tempteleconnection_posnegdummy_L2.csv" is an output of the code "teleconnection_analysis_UDEL_NINO34.m" that can be used to plot figure 1c
- "nino34_udel_prcpteleconnection_posnegdummy_L2.csv" is an output of the code "teleconnection_analysis_UDEL_NINO34.m" that can be used to plot figure 1d
- "pr_Amon_UDel_historical_halfdeg_1950-2014_DATA.txt" is a formatted version of the University of Delaware gridded precipitation data used in the analysis of teleconnections
- "tas_Amon_UDel_historical_halfdeg_1950-2014_DATA.txt" is a formatted version of the University of Delaware gridded temperature data used in the analysis of teleconnections
Code:
Details of each file are as follows:
- "enso_analysis_final.do" is a Stata code that replicates figures 1-3 and table 1 in the main paper, supplementary figures 1-4, and supplementary tables 1-15. Figures 1c and 1d are excluded. This code will not run without first gaining access to the DHS survey data and compiling across surveys.
- "teleconnection_analysis_UDEL_NINO34.m" is a matlab code that produces output to plot figures 1c and 1d, and performs the main teleconnection analysis to define the sample used in the paper.
Files
nino34_formatted.csv
Files
(11.0 GB)
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