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

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