cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.10845176
title: Datapanel for Understanding Global Water Cooperation and Conflict Dynamics

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
DOI: 10.5281/zenodo.10845177
title: Datapanel for Understanding Global Water Cooperation and Conflict Dynamics

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
DOI: 10.15468/q8czkg
title: JDD observateurs -Observations opportunistes de DUCORDEAU FABRICE

description: Observations opportunistes de DUCORDEAU FABRICE
DOI: 10.15468/vwsqte
title: JDD observateurs -Observations opportunistes de Lavialle Jeanne

description: Observations opportunistes de Lavialle Jeanne
DOI: 10.15468/2fau7d
title: JDD observateurs -Observations opportunistes de Mahuzier Sylvain

description: Observations opportunistes de Mahuzier Sylvain
DOI: 10.15468/8gjyvj
title: JDD observateurs -Observations opportunistes de BROSSSE Antoine

description: Observations opportunistes de BROSSSE Antoine
DOI: 10.15468/xcf3qp
title: JDD observateurs -Observations opportunistes de Zaninotto Vincent

description: Observations opportunistes de Zaninotto Vincent
DOI: 10.15468/f5uu65
title: JDD observateurs -Observations opportunistes de GULIA Jean-Paul

description: Observations opportunistes de GULIA Jean-Paul
DOI: 10.15468/muk7d9
title: JDD observateurs -Observations opportunistes de Micouin Léo

description: Observations opportunistes de Micouin Léo
DOI: 10.15468/xc73x9
title: JDD observateurs -Observations opportunistes de ROBIN Nicolas

description: Observations opportunistes de ROBIN Nicolas
DOI: 10.15468/9ewj8z
title: JDD observateurs -Observations opportunistes de DELABARRE Jérôme

description: Observations opportunistes de DELABARRE Jérôme
DOI: 10.15468/djmqgy
title: JDD observateurs -Observations opportunistes de Renault Olivier

description: Observations opportunistes de Renault Olivier
DOI: 10.15468/8d4mp4
title: JDD observateurs -Observations opportunistes de rosian sandra

description: Observations opportunistes de rosian sandra
DOI: 10.15468/wcy775
title: JDD observateurs -Observations opportunistes de Bregaint Morgane

description: Observations opportunistes de Bregaint Morgane
DOI: 10.15468/y8zg8q
title: JDD observateurs -Observations opportunistes de Fontigny Anne

description: Observations opportunistes de Fontigny Anne
DOI: 10.15468/sqebcs
title: JDD observateurs -Observations opportunistes de Paulet yann

description: Observations opportunistes de Paulet yann
DOI: 10.5066/p9q1x606
title: GIS files required to run the Groundwater Nitrate Decision Support Tool for Wisconsin

description: A Groundwater Nitrate Decision Support Tool (GW-NDST) for wells in Wisconsin was developed to assist resource managers with assessing how legacy and possible future nitrate leaching rates, combined with groundwater lag times and potential denitrification, influence nitrate concentrations in wells (Juckem et al. 2024). The GW-NDST relies on several support models, including machine-learning models that require numerous GIS input files. This data release contains all GIS files required to run the GW-NDST and its machine-learning support models. The GIS files are packaged into three ZIP files (WI_County.zip, WT-ML.zip, and WI_Buff1km.zip) which are contained in this data release. Before running the GW-NDST, these ZIP files need to be downloaded and unzipped inside the "data_in/GIS/" subdirectory of the GW-NDST. The GW-NDST can be downloaded from the official software release (version 1.1.0) on GitLab (https://doi.org/10.5066/P13ETB4Q). Further instructions for running the GW-NDST, and for acquiring requisite files, can be found in the software's readme file.

This information is preliminary or provisional and is subject to revision. It is being provided to meet the need for timely best science. The information has not received final approval by the U.S. Geological Survey (USGS) and is provided on the condition that neither the USGS nor the U.S. Government shall be held liable for any damages resulting from the authorized or unauthorized use of the information.
DOI: 10.15468/q492ef
title: JDD observateurs -Observations opportunistes de PASCO Joël

description: Observations opportunistes de PASCO Joël
DOI: 10.15468/6jjutm
title: JDD observateurs -Observations opportunistes de Potter Laura

description: Observations opportunistes de Potter Laura
DOI: 10.15468/ct4qfb
title: JDD observateurs -Observations opportunistes de GERVAIS Robert

description: Observations opportunistes de GERVAIS Robert
DOI: 10.15468/z5fcqp
title: JDD observateurs -Observations opportunistes de Pichard Olivier

description: Observations opportunistes de Pichard Olivier
DOI: 10.15468/z9twyj
title: JDD observateurs -Observations opportunistes de TRESONNE Sébastien

description: Observations opportunistes de TRESONNE Sébastien
DOI: 10.15468/9xsgec
title: JDD observateurs -Observations opportunistes de LANGLOIS ANAIS

description: Observations opportunistes de LANGLOIS ANAIS
DOI: 10.15468/z2vxqn
title: JDD observateurs -Observations opportunistes de CHRISTIANY BERTRAND

description: Observations opportunistes de CHRISTIANY BERTRAND
DOI: 10.15468/htubyu
title: JDD observateurs -Observations opportunistes de Walbecque Catherine

description: Observations opportunistes de Walbecque Catherine
DOI: 10.15468/esa6wj
title: JDD observateurs -Observations opportunistes de Charreix Christelle

description: Observations opportunistes de Charreix Christelle
DOI: 10.15468/4su2z8
title: JDD observateurs -Observations opportunistes de GALLOT Benoît

description: Observations opportunistes de GALLOT Benoît
DOI: 10.15468/83e9tg
title: JDD observateurs -Observations opportunistes de Vidonne Jean-Pierre

description: Observations opportunistes de Vidonne Jean-Pierre
DOI: 10.15468/uv4hee
title: JDD observateurs -Observations opportunistes de TROUSSEAU Roland

description: Observations opportunistes de TROUSSEAU Roland
DOI: 10.15468/yek8e8
title: JDD observateurs -Observations opportunistes de balenda lucy

description: Observations opportunistes de balenda lucy
DOI: 10.15468/4m62hs
title: JDD observateurs -Observations opportunistes de Grockowiak Eva

description: Observations opportunistes de Grockowiak Eva
DOI: 10.15468/cuprwz
title: JDD observateurs -Observations opportunistes de Pitette Nicolas

description: Observations opportunistes de Pitette Nicolas
DOI: 10.15468/7uazek
title: JDD observateurs -Observations opportunistes de TESTÉ Julie

description: Observations opportunistes de TESTÉ Julie
DOI: 10.15468/h4g22t
title: JDD observateurs -Observations opportunistes de Martin Denis

description: Observations opportunistes de Martin Denis
DOI: 10.15468/6ww347
title: JDD observateurs -Observations opportunistes d'Abdola Charlotte

description: Observations opportunistes d'Abdola Charlotte
DOI: 10.15468/k4uasj
title: JDD observateurs -Observations opportunistes de HOUGH Céline

description: Observations opportunistes de HOUGH Céline
DOI: 10.15468/x33gnn
title: JDD observateurs -Observations opportunistes de GUERIN Michel

description: Observations opportunistes de GUERIN Michel
DOI: 10.15468/7h594s
title: JDD observateurs -Observations opportunistes de Vassenet Mathilde

description: Observations opportunistes de Vassenet Mathilde
DOI: 10.15468/cuuv5p
title: JDD observateurs -Observations opportunistes de Beutin Sabine

description: Observations opportunistes de Beutin Sabine
DOI: 10.15468/sxn7ee
title: JDD observateurs -Observations opportunistes de Theo VIVENSANG

description: Observations opportunistes de Theo VIVENSANG
DOI: 10.15468/rqwche
title: JDD observateurs -Observations opportunistes de Muguet Richard

description: Observations opportunistes de Muguet Richard
DOI: 10.15468/u62pdg
title: JDD observateurs -Observations opportunistes de Nicanor Hubert

description: Observations opportunistes de Nicanor Hubert
DOI: 10.15468/tqhabp
title: JDD observateurs -Observations opportunistes de LELARDOUX LOIC

description: Observations opportunistes de LELARDOUX LOIC
DOI: 10.15468/2d692f
title: JDD observateurs -Observations opportunistes de ROSE Olivier

description: Observations opportunistes de ROSE Olivier
DOI: 10.15468/9ebdxb
title: JDD observateurs -Observations opportunistes de Sireyzol manon

description: Observations opportunistes de Sireyzol manon
DOI: 10.15468/b58d6r
title: JDD observateurs -Observations opportunistes de BOURGEAIS Renaud

description: Observations opportunistes de BOURGEAIS Renaud
DOI: 10.15468/yxqjhn
title: JDD observateurs -Observations opportunistes de Jeanmougin Martin

description: Observations opportunistes de Jeanmougin Martin
DOI: 10.15468/jf592v
title: JDD observateurs -Observations opportunistes de Lalevée Frédéric

description: Observations opportunistes de Lalevée Frédéric
DOI: 10.15468/w5nmyb
title: JDD observateurs -Observations opportunistes de MAGNE Jean-François

description: Observations opportunistes de MAGNE Jean-François
DOI: 10.15468/sk8d74
title: JDD observateurs -Observations opportunistes de PLADYS Caroline

description: Observations opportunistes de PLADYS Caroline
DOI: 10.15468/jmkm9n
title: JDD observateurs -Observations opportunistes de Peyrat Lauriane

description: Observations opportunistes de Peyrat Lauriane
DOI: 10.15468/2ujxkx
title: JDD observateurs -Observations opportunistes de Koney Fabrice

description: Observations opportunistes de Koney Fabrice
DOI: 10.15468/55avmb
title: JDD observateurs -Observations opportunistes d'ozenne julie

description: Observations opportunistes d'ozenne julie
DOI: 10.15468/tf4b9m
title: JDD observateurs -Observations opportunistes de BAILLY Clement

description: Observations opportunistes de BAILLY Clement
DOI: 10.15468/hedey2
title: JDD observateurs -Observations opportunistes de FOISSY Elyne

description: Observations opportunistes de FOISSY Elyne
DOI: 10.15468/s4wafe
title: JDD observateurs -Observations opportunistes de Rapilly Léa

description: Observations opportunistes de Rapilly Léa
DOI: 10.15468/4yt59m
title: JDD observateurs -Observations opportunistes de SEGAL liladaniel

description: Observations opportunistes de SEGAL liladaniel
DOI: 10.15468/2gnuqt
title: JDD observateurs -Observations opportunistes de passavy guillaume

description: Observations opportunistes de passavy guillaume
DOI: 10.15468/8ea463
title: JDD observateurs -Observations opportunistes de Pons Eloïse

description: Observations opportunistes de Pons Eloïse
DOI: 10.15468/juh94m
title: JDD observateurs -Observations opportunistes d'Emerit Alexandre

description: Observations opportunistes d'Emerit Alexandre
DOI: 10.15468/4rjwsz
title: JDD observateurs -Observations opportunistes de LOIS Tanguy

description: Observations opportunistes de LOIS Tanguy
DOI: 10.15468/m935uk
title: JDD observateurs -Observations opportunistes de FOURNIER Cindy

description: Observations opportunistes de FOURNIER Cindy
DOI: 10.15468/hgxw6z
title: JDD observateurs -Observations opportunistes de Rémond Michelle

description: Observations opportunistes de Rémond Michelle
DOI: 10.15468/hjsfmr
title: JDD observateurs -Observations opportunistes de POCHET Sophie

description: Observations opportunistes de POCHET Sophie
DOI: 10.15468/zz925c
title: JDD observateurs -Observations opportunistes de sallent cedric

description: Observations opportunistes de sallent cedric
DOI: 10.15468/9nh7n4
title: JDD observateurs -Observations opportunistes de MOREAU Serge

description: Observations opportunistes de MOREAU Serge
DOI: 10.15468/upe37a
title: JDD observateurs -Observations opportunistes de BRAUCHE Didier

description: Observations opportunistes de BRAUCHE Didier
DOI: 10.15468/qdnh27
title: JDD observateurs -Observations opportunistes de Rose John

description: Observations opportunistes de Rose John
DOI: 10.15468/5uh63d
title: JDD observateurs -Observations opportunistes de Tajan Maxime

description: Observations opportunistes de Tajan Maxime
DOI: 10.15468/uxds7m
title: PNA Loutre-Export_Loutre_FauneOCCitanie_mortalité_20220125

description: Export_Loutre_FauneOCCitanie_mortalité_20220125
DOI: 10.15468/upxfnu
title: JDD observateurs -Observations opportunistes de Delas Marion

description: Observations opportunistes de Delas Marion
DOI: 10.15468/9exvgv
title: JDD observateurs -Observations opportunistes de Hamon Guillaume

description: Observations opportunistes de Hamon Guillaume
DOI: 10.15468/ped355
title: JDD observateurs -Observations opportunistes de PRESSOIR CYRIL

description: Observations opportunistes de PRESSOIR CYRIL
DOI: 10.15468/9ceyab
title: JDD observateurs -Observations opportunistes de LISIECKI Ivan

description: Observations opportunistes de LISIECKI Ivan
DOI: 10.15468/4ej2j7
title: JDD observateurs -Observations opportunistes de Milano Sandrine

description: Observations opportunistes de Milano Sandrine
DOI: 10.15468/4gguv2
title: JDD observateurs -Observations opportunistes de Magos Quentin

description: Observations opportunistes de Magos Quentin
DOI: 10.15468/vf2ffc
title: JDD observateurs -Observations opportunistes de Loret Morgann

description: Observations opportunistes de Loret Morgann
DOI: 10.15468/egpkxr
title: JDD observateurs -Observations opportunistes de Gloria Christian

description: Observations opportunistes de Gloria Christian
DOI: 10.15468/f6999u
title: JDD observateurs -Observations opportunistes de Villalta Rémi

description: Observations opportunistes de Villalta Rémi
DOI: 10.5066/p9lt7536
title: Calculated Leached Nitrogen from Septic Systems in Wisconsin, 1850-2010

description: This data release contains a netCDF file containing decadal estimates of nitrate leached from septic systems (kilograms per hectare per year, or kg/ha) in the state of Wisconsin from 1850 to 2010, as well as the python code and supporting files used to create the netCDF file. The netCDF file is used as an input to a Nitrate Decision Support Tool for the State of Wisconsin (GW-NDST; Juckem and others, 2024). The dataset was constructed starting with 1990 census records, which included responses about households using septic systems for waste disposal. The fraction of population using septic systems in 1990 was aggregated at the county scale and applied backward in time for each decade from 1850 to 1980. For decades from 1990 to 2010, the fraction of population using septic systems was computed on the finer resolution census block-group scale. Each decadal estimate of the fraction of population using septic systems was then multiplied by 4.13 kilograms per person per year of leached nitrate to estimate the per-area load of nitrate below the root zone. The data release includes a python notebook used to process the input datasets included in the data release, shapefiles created (or modified) using the python notebook, and the final netCDF file.
DOI: 10.15468/h4wgc8
title: JDD observateurs -Observations opportunistes de GIRARD Frédéric

description: Observations opportunistes de GIRARD Frédéric
DOI: 10.15468/efhfpr
title: JDD observateurs -Observations opportunistes de Provost Romain

description: Observations opportunistes de Provost Romain
DOI: 10.15468/fd3cah
title: JDD observateurs -Observations opportunistes de Bourgeais Lucille

description: Observations opportunistes de Bourgeais Lucille
DOI: 10.15468/8q68rt
title: JDD observateurs -Observations opportunistes de DUMOUTIER Marie-Christine

description: Observations opportunistes de DUMOUTIER Marie-Christine
DOI: 10.15468/d2b5mx
title: JDD observateurs -Observations opportunistes de Gadaud Bastien

description: Observations opportunistes de Gadaud Bastien
DOI: 10.15468/e95m5z
title: JDD observateurs -Observations opportunistes de PLANCKE Michel

description: Observations opportunistes de PLANCKE Michel
DOI: 10.15468/epxsrb
title: JDD observateurs -Observations opportunistes de Carasco Yann

description: Observations opportunistes de Carasco Yann
DOI: 10.15468/56m9yj
title: JDD observateurs -Observations opportunistes de le poulain pascal

description: Observations opportunistes de le poulain pascal
DOI: 10.15468/gtdt2s
title: JDD observateurs -Observations opportunistes de BUGEAT Mathilde

description: Observations opportunistes de BUGEAT Mathilde
DOI: 10.15468/b4sndm
title: JDD observateurs -Observations opportunistes de Lepri Emma

description: Observations opportunistes de Lepri Emma
DOI: 10.15468/hsvqrm
title: JDD observateurs -Observations opportunistes de Jeliazkov Aliénor

description: Observations opportunistes de Jeliazkov Aliénor
DOI: 10.15468/cc8jfk
title: JDD observateurs -Observations opportunistes de DESMIER Loup

description: Observations opportunistes de DESMIER Loup
DOI: 10.15468/mvxfpr
title: JDD observateurs -Observations opportunistes de penot boris

description: Observations opportunistes de penot boris
DOI: 10.15468/qnduuq
title: JDD observateurs -Observations opportunistes de Lesaffre Guilhem

description: Observations opportunistes de Lesaffre Guilhem
DOI: 10.15468/k6s4c6
title: JDD observateurs -Observations opportunistes de COHEN Sophie

description: Observations opportunistes de COHEN Sophie
DOI: 10.15468/gerz3w
title: JDD observateurs -Observations opportunistes de JACOB Philippe

description: Observations opportunistes de JACOB Philippe
DOI: 10.15468/tha7a6
title: JDD observateurs -Observations opportunistes de Gérard Elisa

description: Observations opportunistes de Gérard Elisa
DOI: 10.15468/z5rx5q
title: JDD observateurs -Observations opportunistes de Duplessier Théo

description: Observations opportunistes de Duplessier Théo
DOI: 10.15468/86jc9e
title: JDD observateurs -Observations opportunistes de DENNEULIN ALICIA

description: Observations opportunistes de DENNEULIN ALICIA
DOI: 10.15468/yrzju2
title: JDD observateurs -Observations opportunistes de TABOGA Victor

description: Observations opportunistes de TABOGA Victor
DOI: 10.15468/hxmam3
title: JDD observateurs -Observations opportunistes d'UHL Sophie

description: Observations opportunistes d'UHL Sophie
DOI: 10.15468/868vxc
title: JDD observateurs -Observations opportunistes d'Antibi Léa

description: Observations opportunistes d'Antibi Léa
DOI: 10.15468/udvzkm
title: JDD observateurs -Observations opportunistes de Panvert Robin

description: Observations opportunistes de Panvert Robin
DOI: 10.15468/2xpxun
title: JDD observateurs -Observations opportunistes de TUAL Laura

description: Observations opportunistes de TUAL Laura
DOI: 10.15468/nsnzwz
title: JDD observateurs -Observations opportunistes de Marras Floriane

description: Observations opportunistes de Marras Floriane
DOI: 10.15468/we4kmy
title: JDD observateurs -Observations opportunistes d'imbert amandine

description: Observations opportunistes d'imbert amandine
DOI: 10.15468/vw5yff
title: JDD observateurs -Observations opportunistes de HERCENT JEAN-LUC

description: Observations opportunistes de HERCENT JEAN-LUC