Data repository
Supplementary information and data for Nohrstedt, D., Hileman, J., Mazzoleni, M., Di Baldassarre, G., and Parker, C.F. (2022). Exploring disaster impacts on adaptation actions in 549 cities worldwide. Nature Communications
The following scripts, data, and supplementary material are supplied for the article "Exploring disaster impacts on adaptation actions in 549 cities worldwide":
- Supplementary material: Supplementary material Nohrstedt et al 2022
- R code: R code Nohrstedt et al 2022
- Data and code description: Data and code description Nohrstedt et al 2022
- Source data-file: Source data file Nohrstedt et al 2022
Scripts and data related to Nohrstedt, D., Mazzoleni, M., Parker, C. and Di Baldassarre, G. (202. Exposure to natural hazard events unassociated with policy change for improved disaster risk reduction. Nature Communications
The following files accompany the publication "Exposure to natural hazard events unassociated with policy change for improved disaster risk reduction" and contain the following input data files:
- EM_DATA_1970_2018: natural hazard event data, 1970-2018
- emdatcountries_1970_2018: list of country abbreviations, EM_DATA
- HFA_2007_2009: disaster risk reduction policy data, 2007-2009
- HFA_2009_2011: disaster risk reduction policy data, 2009-2011
- HFA_2011_2013: disaster risk reduction policy data, 2011-2013
- HFA_2013_2015: disaster risk reduction policy data, 2013-2015
- Income_classes_countries.txt: list of country abbreviations, income-class data
- Income_classes_values.txt: income-level classifications by country for the period 2007-2015 (study only uses data for 2015)
The following script (MatLab) files are included:
- analysis_baselines4.m: script to calculate hazard indices for the four different baseline periods
- analysis_baseline30yrs.m: script to calculate hazard indices for the baseline period 1980-2011
- ktaub.m: Mann-Kendall Tau (aka Tau-b) with Sen's Method (enhanced). A non-parametric monotonic trend test computing Mann-Kendall Tau, Tau-b, and Sen Slope written in Mathworks-MATLAB implemented using matrix rotations.
- load_data.m: script to load the different data used for the analysis.
- merge_policy_hazard.m: script to estimate the average hazard for the baseline period 2007-2011
- Plot_Figure1.m: script to plot Figure 1
- Plot_Figure2.m: script to plot Figure 2
- processing_hazard_data.m: script to preprocess the selected hazards from the EM-DAT dataset (at country level)
- processing_policy_data.m: script to merge policy data from different periods and calculate the corresponding averages
- statistical_analysis.m: script to run the statistical analysis for the baseline 1980-2011 for the different sets of natural hazards
- Table1_2.m: script used to perform the statistical analysis reported in Table 1.2 of the supplementary material
The following additional files are included:
- Code_functionality.ppt: description of code functionality
- README.txt: instructions for running codes
Source Data file:
Supplementary material:
Last modified: 2022-12-16