Nonlinear increase of compound drought-heatwave events since the early 2000s
Data files
Jan 16, 2026 version files 635.37 MB
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preprocessed_data.zip
635.36 MB
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README.md
4.32 KB
Abstract
Compound drought–heatwave events (CDHEs) have significantly increased since the early 2000s, posing elevated risks to socio-ecosystems. However, the physical characteristics of drought- and heatwave-leading CDHEs and their relative contributions to the overall increase remain unexplored. Using a multi-hazard pair generation algorithm with daily reanalysis data, we show that this increase is primarily driven by heatwave-leading CDHEs, with the slope of increase in affected land area rising nearly eightfold, from 1.6% to 13.1% per °C since the early 2000s. This pattern is evident at the global scale but also shows considerable regional variation. We find that the nonlinear amplification of land–atmosphere coupling since the late 1990s has not only induced the emergence of a statistically significant positive sensitivity but has also resulted in a marked increase in sensitivity in high occurrence regions. These findings highlight the importance of considering the regional risks associated with heatwave-leading CDHEs when adapting to climate change.
Dataset DOI: 10.5061/dryad.7pvmcvf6n
Description of the data and file structure
This repository contains the datasets and scripts required to reproduce the figures presented in the manuscript: “Nonlinear increase of compound drought–heatwave events since the early 2000s.”
Files and variables
File: preprocessed_data.zip
Description: This zip file contains the datasets required to reproduce the main figures.
File: hw_dr_pair_num.nc
Description: This file includes the detected heatwave-leading CDHE information over study period.
File: dr_hw_pair_num.nc
Description: This file includes the detected drought-leading CDHE information over study period.
File: hw_dr_pi.nc
Description: This file includes the detrended daily land-atmosphere coupling strength during heatwave-leading CDHEs
File: dr_hw_pi.nc
Description: This file includes the detrended daily land-atmosphere coupling strength during drought-leading CDHEs
File: pi_detrend_all_warm_ann_from_daily.nc
Description: This file includes the calculated land-atmosphere coupling strength (warm season averaged for each year)
File: pi_detrend_all_warm_daily.nc
Description: This file includes the calculated daily land-atmosphere coupling strength.
File: t2m_ann_mean_1980_2023.nc
Description: This file includes the annual mean 2m temperature over the study period. (Derived from ERA5-Land dataset)
File: IPCC_region_id_hexagon.csv
Description: This file includes the hexagon information for each IPCC subregion. This was used for generating the regional hexagon plot.
File: pi_slope.csv
Description: This file includes the calculated regional sensitivity value of heatwave- and drought-leading CDHEs to land-atmosphere coupling.
File: pi_slope_change.csv
Description: This file includes the change of calculated regional sensitivity value of heatwave- and drought-leading CDHEs to land-atmosphere coupling.
File: skewness_alpha_11y_m_affected_area.csv
Description: This file includes the nonlinearity index of each subregion. (heatwave-leading CDHE case)
File: t2m_region_11y_m_affected_area.csv
Description: This file includes the regional 11-year running window averaged temperature.
File: hw_dr_region_11y_m_affected_area.csv
Description: This file includes the regional 11-year running window averaged affected area of heatwave-leading CDHEs.
File: temp_thres_11yr_m_affected_area.csv
Description: This file includes the regional temperature threshold which detected from the Pettitt's test.
File: thres_year_11y_m_affected_area.csv
Description: This file includes the regional threshold year which detected from the Pettitt's test.
Folder: IPCC_subregion_masked_file
Description: This folder contains files listed below.
- subregion_masked_file subfolder : contains each IPCC subregion's masked file.
- subregion_shapefile subfolder : contains each IPCC subregion's shapefile.
Code/software
We used Python version 3.10.16 (https://www.python.org/downloads/release/python-31016/) for all data processing, analysis, and graphical representation.
File: Figure_1.py
Description: This file contains the code required to reproduce Figure 1.
File: Figure_2.py
Description: This file contains the code required to reproduce Figure 2.
File: Figure_3.py
Description: This file contains the code required to reproduce Figure 3.
File: Figure_4.py
Description: This file contains the code required to reproduce Figure 4.
File: Figure_5.py
Description: This file contains the code required to reproduce Figure 5.
Access information
Other publicly accessible locations of the data:
- ERA5-Land and ERA5 dataset can be downloaded from Copernicus Climate Data Store (CDS) at https://cds.climate.copernicus.eu/datasets.
- GLEAM 4.2a dataset is freely available online at https://www.gleam.eu/#downloads.
