Datapanel for Understanding Global Water Cooperation and Conflict Dynamics
Authors/Creators
- 1. Department of Physical Geography and Bolin Centre for Climate Research, Stockholm University
- 2. Department of Architecture and Built Environment, Lund University
- 3. School of International and Public Affairs & China Institute for Urban Governance, Shanghai Jiao Tong University
- 4. School of Economics, Fudan University
- 5. Department of Sustainable Development, Environmental Science and Engineering (SEED), KTH Royal Institute of Technology
Description
The panel forms the baseline for analysis of water-related cooperation and conflict events worldwide between 1951-2019. When the scientific paper is published, a link and reference will be added here.
The panel includes events per country-year, socioeconomic variables per country-year, and climatic variables per basin-year or country-year depending on availability. The data for demographic, economic, and climatic variables used in this study were sourced from various international databases (see table) and were here merged into a country-year panel (see figure). Water cooperation and conflict event records include the year, geographic location, and countries involved in conflict and cooperation (Kåresdotter et al., 2022b). The socio-economic variables include World Development Indicators (WDI), available from 1960 as yearly values per country. Precipitation data were obtained from outputs of the Water Balance Model (WBM) as modeled by Kåresdotter et al., (2022a), and extracted as yearly mean values per hydrological basin from HydroBASINS level 6 used for Aqueduct water risk indicators (Hofste et al., 2019; World Resources Institute, 2023, 2019). A baseline water stress was used for water stress, i.e., a long-term chronic water stress measure defined as the ratio of total water withdrawal to available renewable surface and groundwater supply (Hofste et al., 2019). Regional classifications are based on the United Nations Statistics Division geographic regions (UN Statistics Division, n.d.). The input datasets were consolidated to reflect basin-level values for conflicts and cooperation events, instead of using country-level mean values.
Table 1. Summary of variables in the water cooperation and conflict panel
|
Variable |
Definition |
Unit |
Datasource |
|
Event type |
Type of water-related event (conflict, cooperation, both, no event) |
Categorical (0 or 1) |
Kåresdotter et al., (2022b) |
|
Population density |
Number of people per unit area |
People per square km |
WDI |
|
Export |
Export metrics of the country |
USD |
WDI |
|
GDP per capita |
Economic output per person |
USD per person |
WDI |
|
Rural population |
Proportion of population in rural areas |
Percentage |
WDI |
|
Precipitation |
Amount of rainfall or precipitation |
Millimeters |
Created for Kåresdotter et al., (2022a) |
|
Water stress |
Baseline water stress |
Categorical (0 to 5) |
Aqueduct 3.0 (events up until 1984) and 4.0 |
|
Coordinates |
Latitude and longitude of event |
Degree |
Kåresdotter et al., (2022b) |
|
Region |
Geographic region of event(s) |
Region |
UN Statistics Division |
|
Event text |
Text describing the conflict or cooperation event |
Event text |
Kåresdotter et al., (2022b) |
|
Year |
Year of observation |
Year |
|
Files
Merging_panel.png
Files
(3.1 MB)
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Additional details
References
- Hofste, R.W., Kuzma, S., Walker, S., Sutanudjaja, E.H., Bierkens, M.F.P., Kuijper, M.J.M., Sanchez, M.F., Beek, R.V., Wada, Y., Galvis, S., Reig, P., 2019. AQUEDUCT 3.0: UPDATED DECISION-RELEVANT GLOBAL WATER RISK INDICATORS.
- Kåresdotter, E., Destouni, G., Ghajarnia, N., Lammers, R.B., Kalantari, Z., 2022a. Distinguishing Direct Human‐Driven Effects on the Global Terrestrial Water Cycle. Earth's Future 10. https://doi.org/10.1029/2022EF002848
- Kåresdotter, E., Skoog, G., Pan, H., Kalantari, Z., 2022b. New global dataset on historical water-related conflict and cooperation events. https://doi.org/10.5281/ZENODO.7465153
- The World Bank, 2023. World Development Indicators
- UN Statistics Division, n.d. Standard country or area codes for statistical use (M49) - Geographic Regions [WWW Document]. URL https://unstats.un.org/unsd/methodology/m49/ (accessed 7.4.22).
- World Resources Institute, 2019. Aqueduct Global Maps 3.0 Data.
- World Resources Institute, 2023. Aqueduct 4.0.