# Aqueduct Water Risk Atlas - Baseline Annual

WRI — version 4.0

## Description

This dataset contains baseline water risk indicators with global coverage at the HydroBASINS Level 6 sub-basin scale (polygons). Thirteen indicators are available across three risk categories: physical risk quantity, physical risk quality, and regulatory and reputational risk. The baseline period is 1979-2019, representing long-term, chronic trends.

Physical risk quantity indicators cover baseline water stress, baseline water depletion, interannual variability, seasonal variability, groundwater table decline, riverine flood risk, coastal flood risk, and drought risk. Physical risk quality indicators cover untreated connected wastewater and coastal eutrophication potential. Regulatory and reputational risk indicators cover unimproved or no drinking water, unimproved or no sanitation, and the peak RepRisk country ESG risk index.

In addition to the 13 individual indicators, the dataset includes grouped water risk scores that aggregate indicators into sub-groups using a weighted composite approach. Grouped water risk variables are available for 10 industry weighting schemes: default, agriculture, chemicals, construction materials, electric power, food and beverage, mining, oil and gas, semiconductor, and textile.

## Summary

- **ID:** ef65afb9-e593-4705-be57-3bbe1c863577
- **Type:** Vector
- **CRS:** EPSG:4326
- **Spatial coverage:** Global
- **Spatial resolution:** 
- **Temporal coverage:** 1979-2019
- **Temporal resolution:** 

## Usage notes

Individual indicator variables follow the naming convention {indicator}_{type}. Indicator codes are: bws (baseline water stress), bwd (baseline water depletion), iav (interannual variability), sev (seasonal variability), gtd (groundwater table decline), rfr (riverine flood risk), cfr (coastal flood risk), drr (drought risk), ucw (untreated connected wastewater), cep (coastal eutrophication potential), udw (unimproved or no drinking water), usa (unimproved or no sanitation), and rri (peak RepRisk country ESG risk index). Type codes are: raw (original raw indicator value), score (raw value mapped to a 0-5 scale), cat (integer representation of the score for use in visualisations, with values ranging from -1 to 4 depending on indicator; see variable reference tables for category definitions), and label (text description of the category, including its threshold). Thirteen indicators across four types give 52 indicator columns in total.

Grouped water risk variables follow the naming convention w_awr_{weighting_scheme}_{group}_{type}. Weighting scheme codes are: def (default), agr (agriculture), che (chemicals), con (construction materials), elp (electric power), fnb (food and beverage), min (mining), ong (oil and gas), smc (semiconductor), and tex (textile). Group codes are: qan (physical risk quantity), qal (physical risk quality), rrr (regulatory and reputational risk), and tot (total overall water risk). Type codes match those for individual indicators, with one addition: weight_fraction, which is only available for the tot group and represents the fraction of each risk group's contribution to the overall water risk score. NoData is excluded from the weights, so fractions may be lower than 1 depending on data availability. Ten weighting schemes across four groups and four types, plus ten weight fractions, give 170 grouped water risk columns in total.

Aqueduct risk indicators cannot be measured directly and have not been validated. This dataset is an update from the 2019 release, which included several improvements to the hydrological inputs of the baseline model. Comparisons with earlier versions of the data should be performed with caution. Aqueduct does not model interbasin transfers.

## Variables

### aq30_id
- **Type:** int32
Geometry unique numeric identifier.

### aqid
- **Type:** int32
- **NoData:** -9999
Groundwater aquifer identifier. Taken from WHYMAP.

### pfaf_id
- **Type:** int32
- **NoData:** -9999
Hydrological basin unique six-digit Pfafstetter code. Taken from HydroBASINS.

### gid_0
- **Type:** str
Three character ISO-3166 country code.

### gid_1
- **Type:** str
Sub-national administrative unit. Taken from GADM.

### name_0
- **Type:** str
National or political entity name. Taken from GADM.

### name_1
- **Type:** str
Sub-national or political entity name. Taken from GADM.

### string_id
- **Type:** str
- **NoData:** No data
Geometry unique text identifier.

### area_km2
- **Type:** float64
- **Units:** km²
Geometry area. Calculated as the union of hydrological sub-basin, province, and groundwater aquifer areas.

### bws_raw
- **Type:** float64
- **NoData:** -9999
Raw baseline water stress value. Baseline water stress measures the ratio of total water demand to available renewable surface and groundwater supplies.

### bws_score
- **Type:** float64
- **NoData:** -9999
Baseline water stress score, mapped to a 0-5 scale.

### bws_cat
- **Type:** float64
- **NoData:** -9999
Baseline water stress category. For use in visualisations.

### bws_label
- **Type:** str
- **NoData:** No data
Baseline water stress category label.

### bwd_raw
- **Type:** float64
- **NoData:** -9999
Raw baseline water depletion value. Baseline water depletion measures the ratio of total water consumption to available renewable surface and groundwater supplies.

### bwd_score
- **Type:** float64
- **NoData:** -9999
Baseline water depletion score, mapped to a 0-5 scale.

### bwd_cat
- **Type:** float64
- **NoData:** -9999
Baseline water depletion category. For use in visualisations.

### bwd_label
- **Type:** str
- **NoData:** No data
Baseline water depletion category label.

### iav_raw
- **Type:** float64
- **NoData:** -9999
Raw interannual variability value. Interannual variability measures the variation in water supply between years.

### iav_score
- **Type:** float64
- **NoData:** -9999
Interannual variability score, mapped to a 0-5 scale.

### iav_cat
- **Type:** float64
- **NoData:** -9999
Interannual variability category. For use in visualisations.

### iav_label
- **Type:** str
- **NoData:** No data
Interannual variability category label.

### sev_raw
- **Type:** float64
- **NoData:** -9999
Raw seasonal variability value. Seasonal variability measures the variation in water supply between months of the year.

### sev_score
- **Type:** float64
- **NoData:** -9999
Seasonal variability score, mapped to a 0-5 scale.

### sev_cat
- **Type:** float64
- **NoData:** -9999
Seasonal variability category. For use in visualisations.

### sev_label
- **Type:** str
- **NoData:** No data
Seasonal variability category label.

### gtd_raw
- **Type:** float64
- **Units:** cm/year
- **NoData:** -9999
Raw groundwater table decline value. Groundwater table decline measures the rate at which groundwater levels are falling due to sustained withdrawals.

### gtd_score
- **Type:** float64
- **NoData:** -9999
Groundwater table decline score, mapped to a 0-5 scale.

### gtd_cat
- **Type:** float64
Groundwater table decline category. For use in visualisations.

### gtd_label
- **Type:** str
- **NoData:** No data
Groundwater table decline category label.

### rfr_raw
- **Type:** float64
- **NoData:** -9999
Raw riverine flood risk value. Riverine flood risk measures the share of the population expected to be affected by riverine flooding in an average year.

### rfr_score
- **Type:** float64
- **NoData:** -9999
Riverine flood risk score, mapped to a 0-5 scale.

### rfr_cat
- **Type:** float64
- **NoData:** -9999
Riverine flood risk category. For use in visualisations.

### rfr_label
- **Type:** str
- **NoData:** No data
Riverine flood risk category label.

### cfr_raw
- **Type:** float64
- **NoData:** -9999
Raw coastal flood risk value. Coastal flood risk measures the share of the population expected to be affected by coastal flooding in an average year.

### cfr_score
- **Type:** float64
- **NoData:** -9999
Coastal flood risk score, mapped to a 0-5 scale.

### cfr_cat
- **Type:** float64
- **NoData:** -9999
Coastal flood risk category. For use in visualisations.

### cfr_label
- **Type:** str
- **NoData:** No data
Coastal flood risk category label.

### drr_raw
- **Type:** float64
- **NoData:** -9999
Raw drought risk value. Drought risk combines drought hazard, exposure of population and assets, and vulnerability.

### drr_score
- **Type:** float64
- **NoData:** -9999
Drought risk score, mapped to a 0-5 scale.

### drr_cat
- **Type:** float64
- **NoData:** -9999
Drought risk category. For use in visualisations.

### drr_label
- **Type:** str
- **NoData:** No data
Drought risk category label.

### ucw_raw
- **Type:** float64
- **NoData:** -9999
Raw untreated connected wastewater value. Untreated connected wastewater measures the percentage of domestic wastewater that is connected through a sewerage system and not treated to at least a primary treatment level.

### ucw_score
- **Type:** float64
- **NoData:** -9999
Untreated connected wastewater score, mapped to a 0-5 scale.

### ucw_cat
- **Type:** float64
- **NoData:** -9999
Untreated connected wastewater category. For use in visualisations.

### ucw_label
- **Type:** str
- **NoData:** No data
Untreated connected wastewater category label.

### cep_raw
- **Type:** float64
- **Units:** kg C-equivalent km²/day
- **NoData:** -9999
Raw coastal eutrophication potential value. Coastal eutrophication potential measures the potential for riverine loadings of nitrogen, phosphorus, and silica to stimulate harmful algal blooms in coastal waters.

### cep_score
- **Type:** float64
- **NoData:** -9999
Coastal eutrophication potential score, mapped to a 0-5 scale.

### cep_cat
- **Type:** float64
- **NoData:** -9999
Coastal eutrophication potential category. For use in visualisations.

### cep_label
- **Type:** str
- **NoData:** No data
Coastal eutrophication potential category label.

### udw_raw
- **Type:** float64
- **NoData:** -9999
Raw unimproved or no drinking water value. Measures the proportion of the population using unimproved or no drinking water sources.

### udw_score
- **Type:** float64
- **NoData:** -9999
Unimproved or no drinking water score, mapped to a 0-5 scale.

### udw_cat
- **Type:** float64
- **NoData:** -9999
Unimproved or no drinking water category. For use in visualisations.

### udw_label
- **Type:** str
- **NoData:** No data
Unimproved or no drinking water category label.

### usa_raw
- **Type:** float64
- **NoData:** -9999
Raw unimproved or no sanitation value. Measures the proportion of the population using unimproved or no sanitation facilities.

### usa_score
- **Type:** float64
- **NoData:** -9999
Unimproved or no sanitation score, mapped to a 0-5 scale.

### usa_cat
- **Type:** float64
- **NoData:** -9999
Unimproved or no sanitation category. For use in visualisations.

### usa_label
- **Type:** str
- **NoData:** No data
Unimproved or no sanitation category label.

### rri_raw
- **Type:** float64
- **NoData:** -9999
Raw peak RepRisk country ESG risk index value. Measures peak country-level business conduct risk exposure related to environmental, social, and governance issues.

### rri_score
- **Type:** float64
- **NoData:** -9999
Peak RepRisk country ESG risk index score, mapped to a 0-5 scale.

### rri_cat
- **Type:** float64
- **NoData:** -9999
Peak RepRisk country ESG risk index category. For use in visualisations.

### rri_label
- **Type:** str
- **NoData:** No data
Peak RepRisk country ESG risk index category label.

### w_awr_def_qan_raw
- **Type:** float64
- **NoData:** -9999
Raw physical risk quantity score using the default weighting scheme, on a 0-5 scale. Result of a weighted composite approach aggregating the physical risk quantity indicators.

### w_awr_def_qan_score
- **Type:** float64
- **NoData:** -9999
Physical risk quantity score using the default weighting scheme, on a 0-5 scale. Result of applying a quantile approach to the raw variable.

### w_awr_def_qan_cat
- **Type:** float64
- **NoData:** -9999
Physical risk quantity category using the default weighting scheme. For use in visualisations.

### w_awr_def_qan_label
- **Type:** str
- **NoData:** No data
Physical risk quantity category label using the default weighting scheme.

### w_awr_def_qal_raw
- **Type:** float64
- **NoData:** -9999
Raw physical risk quality score using the default weighting scheme, on a 0-5 scale. Result of a weighted composite approach aggregating the physical risk quality indicators.

### w_awr_def_qal_score
- **Type:** float64
- **NoData:** -9999
Physical risk quality score using the default weighting scheme, on a 0-5 scale. Result of applying a quantile approach to the raw variable.

### w_awr_def_qal_cat
- **Type:** float64
- **NoData:** -9999
Physical risk quality category using the default weighting scheme. For use in visualisations.

### w_awr_def_qal_label
- **Type:** str
- **NoData:** No data
Physical risk quality category label using the default weighting scheme.

### w_awr_def_rrr_raw
- **Type:** float64
- **NoData:** -9999
Raw regulatory and reputational risk score using the default weighting scheme, on a 0-5 scale. Result of a weighted composite approach aggregating the regulatory and reputational risk indicators.

### w_awr_def_rrr_score
- **Type:** float64
- **NoData:** -9999
Regulatory and reputational risk score using the default weighting scheme, on a 0-5 scale. Result of applying a quantile approach to the raw variable.

### w_awr_def_rrr_cat
- **Type:** float64
- **NoData:** -9999
Regulatory and reputational risk category using the default weighting scheme. For use in visualisations.

### w_awr_def_rrr_label
- **Type:** str
- **NoData:** No data
Regulatory and reputational risk category label using the default weighting scheme.

### w_awr_def_tot_raw
- **Type:** float64
- **NoData:** -9999
Raw total overall water risk score using the default weighting scheme, on a 0-5 scale. Result of a weighted composite approach aggregating all risk groups.

### w_awr_def_tot_score
- **Type:** float64
- **NoData:** -9999
Total overall water risk score using the default weighting scheme, on a 0-5 scale. Result of applying a quantile approach to the raw variable.

### w_awr_def_tot_cat
- **Type:** float64
- **NoData:** -9999
Total overall water risk category using the default weighting scheme. For use in visualisations.

### w_awr_def_tot_label
- **Type:** str
- **NoData:** No data
Total overall water risk category label using the default weighting scheme.

### w_awr_def_tot_weight_fraction
- **Type:** float64
- **NoData:** -9999
Fraction of the total overall water risk score contributed by each risk group under the default weighting scheme. NoData is excluded from weights, so values may be lower than 1 depending on data availability.

### w_awr_agr_qan_raw
- **Type:** float64
- **NoData:** -9999
Raw physical risk quantity score using the agriculture weighting scheme, on a 0-5 scale. Result of a weighted composite approach aggregating the physical risk quantity indicators.

### w_awr_agr_qan_score
- **Type:** float64
- **NoData:** -9999
Physical risk quantity score using the agriculture weighting scheme, on a 0-5 scale. Result of applying a quantile approach to the raw variable.

### w_awr_agr_qan_cat
- **Type:** float64
- **NoData:** -9999
Physical risk quantity category using the agriculture weighting scheme. For use in visualisations.

### w_awr_agr_qan_label
- **Type:** str
- **NoData:** No data
Physical risk quantity category label using the agriculture weighting scheme.

### w_awr_agr_qal_raw
- **Type:** float64
- **NoData:** -9999
Raw physical risk quality score using the agriculture weighting scheme, on a 0-5 scale. Result of a weighted composite approach aggregating the physical risk quality indicators.

### w_awr_agr_qal_score
- **Type:** float64
- **NoData:** -9999
Physical risk quality score using the agriculture weighting scheme, on a 0-5 scale. Result of applying a quantile approach to the raw variable.

### w_awr_agr_qal_cat
- **Type:** float64
- **NoData:** -9999
Physical risk quality category using the agriculture weighting scheme. For use in visualisations.

### w_awr_agr_qal_label
- **Type:** str
- **NoData:** No data
Physical risk quality category label using the agriculture weighting scheme.

### w_awr_agr_rrr_raw
- **Type:** float64
- **NoData:** -9999
Raw regulatory and reputational risk score using the agriculture weighting scheme, on a 0-5 scale. Result of a weighted composite approach aggregating the regulatory and reputational risk indicators.

### w_awr_agr_rrr_score
- **Type:** float64
- **NoData:** -9999
Regulatory and reputational risk score using the agriculture weighting scheme, on a 0-5 scale. Result of applying a quantile approach to the raw variable.

### w_awr_agr_rrr_cat
- **Type:** float64
- **NoData:** -9999
Regulatory and reputational risk category using the agriculture weighting scheme. For use in visualisations.

### w_awr_agr_rrr_label
- **Type:** str
- **NoData:** No data
Regulatory and reputational risk category label using the agriculture weighting scheme.

### w_awr_agr_tot_raw
- **Type:** float64
- **NoData:** -9999
Raw total overall water risk score using the agriculture weighting scheme, on a 0-5 scale. Result of a weighted composite approach aggregating all risk groups.

### w_awr_agr_tot_score
- **Type:** float64
- **NoData:** -9999
Total overall water risk score using the agriculture weighting scheme, on a 0-5 scale. Result of applying a quantile approach to the raw variable.

### w_awr_agr_tot_cat
- **Type:** float64
- **NoData:** -9999
Total overall water risk category using the agriculture weighting scheme. For use in visualisations.

### w_awr_agr_tot_label
- **Type:** str
- **NoData:** No data
Total overall water risk category label using the agriculture weighting scheme.

### w_awr_agr_tot_weight_fraction
- **Type:** float64
- **NoData:** -9999
Fraction of the total overall water risk score contributed by each risk group under the agriculture weighting scheme. NoData is excluded from weights, so values may be lower than 1 depending on data availability.

### w_awr_che_qan_raw
- **Type:** float64
- **NoData:** -9999
Raw physical risk quantity score using the chemicals weighting scheme, on a 0-5 scale. Result of a weighted composite approach aggregating the physical risk quantity indicators.

### w_awr_che_qan_score
- **Type:** float64
- **NoData:** -9999
Physical risk quantity score using the chemicals weighting scheme, on a 0-5 scale. Result of applying a quantile approach to the raw variable.

### w_awr_che_qan_cat
- **Type:** float64
- **NoData:** -9999
Physical risk quantity category using the chemicals weighting scheme. For use in visualisations.

### w_awr_che_qan_label
- **Type:** str
- **NoData:** No data
Physical risk quantity category label using the chemicals weighting scheme.

### w_awr_che_qal_raw
- **Type:** float64
- **NoData:** -9999
Raw physical risk quality score using the chemicals weighting scheme, on a 0-5 scale. Result of a weighted composite approach aggregating the physical risk quality indicators.

### w_awr_che_qal_score
- **Type:** float64
- **NoData:** -9999
Physical risk quality score using the chemicals weighting scheme, on a 0-5 scale. Result of applying a quantile approach to the raw variable.

### w_awr_che_qal_cat
- **Type:** float64
- **NoData:** -9999
Physical risk quality category using the chemicals weighting scheme. For use in visualisations.

### w_awr_che_qal_label
- **Type:** str
- **NoData:** No data
Physical risk quality category label using the chemicals weighting scheme.

### w_awr_che_rrr_raw
- **Type:** float64
- **NoData:** -9999
Raw regulatory and reputational risk score using the chemicals weighting scheme, on a 0-5 scale. Result of a weighted composite approach aggregating the regulatory and reputational risk indicators.

### w_awr_che_rrr_score
- **Type:** float64
- **NoData:** -9999
Regulatory and reputational risk score using the chemicals weighting scheme, on a 0-5 scale. Result of applying a quantile approach to the raw variable.

### w_awr_che_rrr_cat
- **Type:** float64
- **NoData:** -9999
Regulatory and reputational risk category using the chemicals weighting scheme. For use in visualisations.

### w_awr_che_rrr_label
- **Type:** str
- **NoData:** No data
Regulatory and reputational risk category label using the chemicals weighting scheme.

### w_awr_che_tot_raw
- **Type:** float64
- **NoData:** -9999
Raw total overall water risk score using the chemicals weighting scheme, on a 0-5 scale. Result of a weighted composite approach aggregating all risk groups.

### w_awr_che_tot_score
- **Type:** float64
- **NoData:** -9999
Total overall water risk score using the chemicals weighting scheme, on a 0-5 scale. Result of applying a quantile approach to the raw variable.

### w_awr_che_tot_cat
- **Type:** float64
- **NoData:** -9999
Total overall water risk category using the chemicals weighting scheme. For use in visualisations.

### w_awr_che_tot_label
- **Type:** str
- **NoData:** No data
Total overall water risk category label using the chemicals weighting scheme.

### w_awr_che_tot_weight_fraction
- **Type:** float64
- **NoData:** -9999
Fraction of the total overall water risk score contributed by each risk group under the chemicals weighting scheme. NoData is excluded from weights, so values may be lower than 1 depending on data availability.

### w_awr_con_qan_raw
- **Type:** float64
- **NoData:** -9999
Raw physical risk quantity score using the construction materials weighting scheme, on a 0-5 scale. Result of a weighted composite approach aggregating the physical risk quantity indicators.

### w_awr_con_qan_score
- **Type:** float64
- **NoData:** -9999
Physical risk quantity score using the construction materials weighting scheme, on a 0-5 scale. Result of applying a quantile approach to the raw variable.

### w_awr_con_qan_cat
- **Type:** float64
- **NoData:** -9999
Physical risk quantity category using the construction materials weighting scheme. For use in visualisations.

### w_awr_con_qan_label
- **Type:** str
- **NoData:** No data
Physical risk quantity category label using the construction materials weighting scheme.

### w_awr_con_qal_raw
- **Type:** float64
- **NoData:** -9999
Raw physical risk quality score using the construction materials weighting scheme, on a 0-5 scale. Result of a weighted composite approach aggregating the physical risk quality indicators.

### w_awr_con_qal_score
- **Type:** float64
- **NoData:** -9999
Physical risk quality score using the construction materials weighting scheme, on a 0-5 scale. Result of applying a quantile approach to the raw variable.

### w_awr_con_qal_cat
- **Type:** float64
- **NoData:** -9999
Physical risk quality category using the construction materials weighting scheme. For use in visualisations.

### w_awr_con_qal_label
- **Type:** str
- **NoData:** No data
Physical risk quality category label using the construction materials weighting scheme.

### w_awr_con_rrr_raw
- **Type:** float64
- **NoData:** -9999
Raw regulatory and reputational risk score using the construction materials weighting scheme, on a 0-5 scale. Result of a weighted composite approach aggregating the regulatory and reputational risk indicators.

### w_awr_con_rrr_score
- **Type:** float64
- **NoData:** -9999
Regulatory and reputational risk score using the construction materials weighting scheme, on a 0-5 scale. Result of applying a quantile approach to the raw variable.

### w_awr_con_rrr_cat
- **Type:** float64
- **NoData:** -9999
Regulatory and reputational risk category using the construction materials weighting scheme. For use in visualisations.

### w_awr_con_rrr_label
- **Type:** str
- **NoData:** No data
Regulatory and reputational risk category label using the construction materials weighting scheme.

### w_awr_con_tot_raw
- **Type:** float64
- **NoData:** -9999
Raw total overall water risk score using the construction materials weighting scheme, on a 0-5 scale. Result of a weighted composite approach aggregating all risk groups.

### w_awr_con_tot_score
- **Type:** float64
- **NoData:** -9999
Total overall water risk score using the construction materials weighting scheme, on a 0-5 scale. Result of applying a quantile approach to the raw variable.

### w_awr_con_tot_cat
- **Type:** float64
- **NoData:** -9999
Total overall water risk category using the construction materials weighting scheme. For use in visualisations.

### w_awr_con_tot_label
- **Type:** str
- **NoData:** No data
Total overall water risk category label using the construction materials weighting scheme.

### w_awr_con_tot_weight_fraction
- **Type:** float64
- **NoData:** -9999
Fraction of the total overall water risk score contributed by each risk group under the construction materials weighting scheme. NoData is excluded from weights, so values may be lower than 1 depending on data availability.

### w_awr_elp_qan_raw
- **Type:** float64
- **NoData:** -9999
Raw physical risk quantity score using the electric power weighting scheme, on a 0-5 scale. Result of a weighted composite approach aggregating the physical risk quantity indicators.

### w_awr_elp_qan_score
- **Type:** float64
- **NoData:** -9999
Physical risk quantity score using the electric power weighting scheme, on a 0-5 scale. Result of applying a quantile approach to the raw variable.

### w_awr_elp_qan_cat
- **Type:** float64
- **NoData:** -9999
Physical risk quantity category using the electric power weighting scheme. For use in visualisations.

### w_awr_elp_qan_label
- **Type:** str
- **NoData:** No data
Physical risk quantity category label using the electric power weighting scheme.

### w_awr_elp_qal_raw
- **Type:** float64
- **NoData:** -9999
Raw physical risk quality score using the electric power weighting scheme, on a 0-5 scale. Result of a weighted composite approach aggregating the physical risk quality indicators.

### w_awr_elp_qal_score
- **Type:** float64
- **NoData:** -9999
Physical risk quality score using the electric power weighting scheme, on a 0-5 scale. Result of applying a quantile approach to the raw variable.

### w_awr_elp_qal_cat
- **Type:** float64
- **NoData:** -9999
Physical risk quality category using the electric power weighting scheme. For use in visualisations.

### w_awr_elp_qal_label
- **Type:** str
- **NoData:** No data
Physical risk quality category label using the electric power weighting scheme.

### w_awr_elp_rrr_raw
- **Type:** float64
- **NoData:** -9999
Raw regulatory and reputational risk score using the electric power weighting scheme, on a 0-5 scale. Result of a weighted composite approach aggregating the regulatory and reputational risk indicators.

### w_awr_elp_rrr_score
- **Type:** float64
- **NoData:** -9999
Regulatory and reputational risk score using the electric power weighting scheme, on a 0-5 scale. Result of applying a quantile approach to the raw variable.

### w_awr_elp_rrr_cat
- **Type:** float64
- **NoData:** -9999
Regulatory and reputational risk category using the electric power weighting scheme. For use in visualisations.

### w_awr_elp_rrr_label
- **Type:** str
- **NoData:** No data
Regulatory and reputational risk category label using the electric power weighting scheme.

### w_awr_elp_tot_raw
- **Type:** float64
- **NoData:** -9999
Raw total overall water risk score using the electric power weighting scheme, on a 0-5 scale. Result of a weighted composite approach aggregating all risk groups.

### w_awr_elp_tot_score
- **Type:** float64
- **NoData:** -9999
Total overall water risk score using the electric power weighting scheme, on a 0-5 scale. Result of applying a quantile approach to the raw variable.

### w_awr_elp_tot_cat
- **Type:** float64
- **NoData:** -9999
Total overall water risk category using the electric power weighting scheme. For use in visualisations.

### w_awr_elp_tot_label
- **Type:** str
- **NoData:** No data
Total overall water risk category label using the electric power weighting scheme.

### w_awr_elp_tot_weight_fraction
- **Type:** float64
- **NoData:** -9999
Fraction of the total overall water risk score contributed by each risk group under the electric power weighting scheme. NoData is excluded from weights, so values may be lower than 1 depending on data availability.

### w_awr_fnb_qan_raw
- **Type:** float64
- **NoData:** -9999
Raw physical risk quantity score using the food and beverage weighting scheme, on a 0-5 scale. Result of a weighted composite approach aggregating the physical risk quantity indicators.

### w_awr_fnb_qan_score
- **Type:** float64
- **NoData:** -9999
Physical risk quantity score using the food and beverage weighting scheme, on a 0-5 scale. Result of applying a quantile approach to the raw variable.

### w_awr_fnb_qan_cat
- **Type:** float64
- **NoData:** -9999
Physical risk quantity category using the food and beverage weighting scheme. For use in visualisations.

### w_awr_fnb_qan_label
- **Type:** str
- **NoData:** No data
Physical risk quantity category label using the food and beverage weighting scheme.

### w_awr_fnb_qal_raw
- **Type:** float64
- **NoData:** -9999
Raw physical risk quality score using the food and beverage weighting scheme, on a 0-5 scale. Result of a weighted composite approach aggregating the physical risk quality indicators.

### w_awr_fnb_qal_score
- **Type:** float64
- **NoData:** -9999
Physical risk quality score using the food and beverage weighting scheme, on a 0-5 scale. Result of applying a quantile approach to the raw variable.

### w_awr_fnb_qal_cat
- **Type:** float64
- **NoData:** -9999
Physical risk quality category using the food and beverage weighting scheme. For use in visualisations.

### w_awr_fnb_qal_label
- **Type:** str
- **NoData:** No data
Physical risk quality category label using the food and beverage weighting scheme.

### w_awr_fnb_rrr_raw
- **Type:** float64
- **NoData:** -9999
Raw regulatory and reputational risk score using the food and beverage weighting scheme, on a 0-5 scale. Result of a weighted composite approach aggregating the regulatory and reputational risk indicators.

### w_awr_fnb_rrr_score
- **Type:** float64
- **NoData:** -9999
Regulatory and reputational risk score using the food and beverage weighting scheme, on a 0-5 scale. Result of applying a quantile approach to the raw variable.

### w_awr_fnb_rrr_cat
- **Type:** float64
- **NoData:** -9999
Regulatory and reputational risk category using the food and beverage weighting scheme. For use in visualisations.

### w_awr_fnb_rrr_label
- **Type:** str
- **NoData:** No data
Regulatory and reputational risk category label using the food and beverage weighting scheme.

### w_awr_fnb_tot_raw
- **Type:** float64
- **NoData:** -9999
Raw total overall water risk score using the food and beverage weighting scheme, on a 0-5 scale. Result of a weighted composite approach aggregating all risk groups.

### w_awr_fnb_tot_score
- **Type:** float64
- **NoData:** -9999
Total overall water risk score using the food and beverage weighting scheme, on a 0-5 scale. Result of applying a quantile approach to the raw variable.

### w_awr_fnb_tot_cat
- **Type:** float64
- **NoData:** -9999
Total overall water risk category using the food and beverage weighting scheme. For use in visualisations.

### w_awr_fnb_tot_label
- **Type:** str
- **NoData:** No data
Total overall water risk category label using the food and beverage weighting scheme.

### w_awr_fnb_tot_weight_fraction
- **Type:** float64
- **NoData:** -9999
Fraction of the total overall water risk score contributed by each risk group under the food and beverage weighting scheme. NoData is excluded from weights, so values may be lower than 1 depending on data availability.

### w_awr_min_qan_raw
- **Type:** float64
- **NoData:** -9999
Raw physical risk quantity score using the mining weighting scheme, on a 0-5 scale. Result of a weighted composite approach aggregating the physical risk quantity indicators.

### w_awr_min_qan_score
- **Type:** float64
- **NoData:** -9999
Physical risk quantity score using the mining weighting scheme, on a 0-5 scale. Result of applying a quantile approach to the raw variable.

### w_awr_min_qan_cat
- **Type:** float64
- **NoData:** -9999
Physical risk quantity category using the mining weighting scheme. For use in visualisations.

### w_awr_min_qan_label
- **Type:** str
- **NoData:** No data
Physical risk quantity category label using the mining weighting scheme.

### w_awr_min_qal_raw
- **Type:** float64
- **NoData:** -9999
Raw physical risk quality score using the mining weighting scheme, on a 0-5 scale. Result of a weighted composite approach aggregating the physical risk quality indicators.

### w_awr_min_qal_score
- **Type:** float64
- **NoData:** -9999
Physical risk quality score using the mining weighting scheme, on a 0-5 scale. Result of applying a quantile approach to the raw variable.

### w_awr_min_qal_cat
- **Type:** float64
- **NoData:** -9999
Physical risk quality category using the mining weighting scheme. For use in visualisations.

### w_awr_min_qal_label
- **Type:** str
- **NoData:** No data
Physical risk quality category label using the mining weighting scheme.

### w_awr_min_rrr_raw
- **Type:** float64
- **NoData:** -9999
Raw regulatory and reputational risk score using the mining weighting scheme, on a 0-5 scale. Result of a weighted composite approach aggregating the regulatory and reputational risk indicators.

### w_awr_min_rrr_score
- **Type:** float64
- **NoData:** -9999
Regulatory and reputational risk score using the mining weighting scheme, on a 0-5 scale. Result of applying a quantile approach to the raw variable.

### w_awr_min_rrr_cat
- **Type:** float64
- **NoData:** -9999
Regulatory and reputational risk category using the mining weighting scheme. For use in visualisations.

### w_awr_min_rrr_label
- **Type:** str
- **NoData:** No data
Regulatory and reputational risk category label using the mining weighting scheme.

### w_awr_min_tot_raw
- **Type:** float64
- **NoData:** -9999
Raw total overall water risk score using the mining weighting scheme, on a 0-5 scale. Result of a weighted composite approach aggregating all risk groups.

### w_awr_min_tot_score
- **Type:** float64
- **NoData:** -9999
Total overall water risk score using the mining weighting scheme, on a 0-5 scale. Result of applying a quantile approach to the raw variable.

### w_awr_min_tot_cat
- **Type:** float64
- **NoData:** -9999
Total overall water risk category using the mining weighting scheme. For use in visualisations.

### w_awr_min_tot_label
- **Type:** str
- **NoData:** No data
Total overall water risk category label using the mining weighting scheme.

### w_awr_min_tot_weight_fraction
- **Type:** float64
- **NoData:** -9999
Fraction of the total overall water risk score contributed by each risk group under the mining weighting scheme. NoData is excluded from weights, so values may be lower than 1 depending on data availability.

### w_awr_ong_qan_raw
- **Type:** float64
- **NoData:** -9999
Raw physical risk quantity score using the oil and gas weighting scheme, on a 0-5 scale. Result of a weighted composite approach aggregating the physical risk quantity indicators.

### w_awr_ong_qan_score
- **Type:** float64
- **NoData:** -9999
Physical risk quantity score using the oil and gas weighting scheme, on a 0-5 scale. Result of applying a quantile approach to the raw variable.

### w_awr_ong_qan_cat
- **Type:** float64
- **NoData:** -9999
Physical risk quantity category using the oil and gas weighting scheme. For use in visualisations.

### w_awr_ong_qan_label
- **Type:** str
- **NoData:** No data
Physical risk quantity category label using the oil and gas weighting scheme.

### w_awr_ong_qal_raw
- **Type:** float64
- **NoData:** -9999
Raw physical risk quality score using the oil and gas weighting scheme, on a 0-5 scale. Result of a weighted composite approach aggregating the physical risk quality indicators.

### w_awr_ong_qal_score
- **Type:** float64
- **NoData:** -9999
Physical risk quality score using the oil and gas weighting scheme, on a 0-5 scale. Result of applying a quantile approach to the raw variable.

### w_awr_ong_qal_cat
- **Type:** float64
- **NoData:** -9999
Physical risk quality category using the oil and gas weighting scheme. For use in visualisations.

### w_awr_ong_qal_label
- **Type:** str
- **NoData:** No data
Physical risk quality category label using the oil and gas weighting scheme.

### w_awr_ong_rrr_raw
- **Type:** float64
- **NoData:** -9999
Raw regulatory and reputational risk score using the oil and gas weighting scheme, on a 0-5 scale. Result of a weighted composite approach aggregating the regulatory and reputational risk indicators.

### w_awr_ong_rrr_score
- **Type:** float64
- **NoData:** -9999
Regulatory and reputational risk score using the oil and gas weighting scheme, on a 0-5 scale. Result of applying a quantile approach to the raw variable.

### w_awr_ong_rrr_cat
- **Type:** float64
- **NoData:** -9999
Regulatory and reputational risk category using the oil and gas weighting scheme. For use in visualisations.

### w_awr_ong_rrr_label
- **Type:** str
- **NoData:** No data
Regulatory and reputational risk category label using the oil and gas weighting scheme.

### w_awr_ong_tot_raw
- **Type:** float64
- **NoData:** -9999
Raw total overall water risk score using the oil and gas weighting scheme, on a 0-5 scale. Result of a weighted composite approach aggregating all risk groups.

### w_awr_ong_tot_score
- **Type:** float64
- **NoData:** -9999
Total overall water risk score using the oil and gas weighting scheme, on a 0-5 scale. Result of applying a quantile approach to the raw variable.

### w_awr_ong_tot_cat
- **Type:** float64
- **NoData:** -9999
Total overall water risk category using the oil and gas weighting scheme. For use in visualisations.

### w_awr_ong_tot_label
- **Type:** str
- **NoData:** No data
Total overall water risk category label using the oil and gas weighting scheme.

### w_awr_ong_tot_weight_fraction
- **Type:** float64
- **NoData:** -9999
Fraction of the total overall water risk score contributed by each risk group under the oil and gas weighting scheme. NoData is excluded from weights, so values may be lower than 1 depending on data availability.

### w_awr_smc_qan_raw
- **Type:** float64
- **NoData:** -9999
Raw physical risk quantity score using the semiconductor weighting scheme, on a 0-5 scale. Result of a weighted composite approach aggregating the physical risk quantity indicators.

### w_awr_smc_qan_score
- **Type:** float64
- **NoData:** -9999
Physical risk quantity score using the semiconductor weighting scheme, on a 0-5 scale. Result of applying a quantile approach to the raw variable.

### w_awr_smc_qan_cat
- **Type:** float64
- **NoData:** -9999
Physical risk quantity category using the semiconductor weighting scheme. For use in visualisations.

### w_awr_smc_qan_label
- **Type:** str
- **NoData:** No data
Physical risk quantity category label using the semiconductor weighting scheme.

### w_awr_smc_qal_raw
- **Type:** float64
- **NoData:** -9999
Raw physical risk quality score using the semiconductor weighting scheme, on a 0-5 scale. Result of a weighted composite approach aggregating the physical risk quality indicators.

### w_awr_smc_qal_score
- **Type:** float64
- **NoData:** -9999
Physical risk quality score using the semiconductor weighting scheme, on a 0-5 scale. Result of applying a quantile approach to the raw variable.

### w_awr_smc_qal_cat
- **Type:** float64
- **NoData:** -9999
Physical risk quality category using the semiconductor weighting scheme. For use in visualisations.

### w_awr_smc_qal_label
- **Type:** str
- **NoData:** No data
Physical risk quality category label using the semiconductor weighting scheme.

### w_awr_smc_rrr_raw
- **Type:** float64
- **NoData:** -9999
Raw regulatory and reputational risk score using the semiconductor weighting scheme, on a 0-5 scale. Result of a weighted composite approach aggregating the regulatory and reputational risk indicators.

### w_awr_smc_rrr_score
- **Type:** float64
- **NoData:** -9999
Regulatory and reputational risk score using the semiconductor weighting scheme, on a 0-5 scale. Result of applying a quantile approach to the raw variable.

### w_awr_smc_rrr_cat
- **Type:** float64
- **NoData:** -9999
Regulatory and reputational risk category using the semiconductor weighting scheme. For use in visualisations.

### w_awr_smc_rrr_label
- **Type:** str
- **NoData:** No data
Regulatory and reputational risk category label using the semiconductor weighting scheme.

### w_awr_smc_tot_raw
- **Type:** float64
- **NoData:** -9999
Raw total overall water risk score using the semiconductor weighting scheme, on a 0-5 scale. Result of a weighted composite approach aggregating all risk groups.

### w_awr_smc_tot_score
- **Type:** float64
- **NoData:** -9999
Total overall water risk score using the semiconductor weighting scheme, on a 0-5 scale. Result of applying a quantile approach to the raw variable.

### w_awr_smc_tot_cat
- **Type:** float64
- **NoData:** -9999
Total overall water risk category using the semiconductor weighting scheme. For use in visualisations.

### w_awr_smc_tot_label
- **Type:** str
- **NoData:** No data
Total overall water risk category label using the semiconductor weighting scheme.

### w_awr_smc_tot_weight_fraction
- **Type:** float64
- **NoData:** -9999
Fraction of the total overall water risk score contributed by each risk group under the semiconductor weighting scheme. NoData is excluded from weights, so values may be lower than 1 depending on data availability.

### w_awr_tex_qan_raw
- **Type:** float64
- **NoData:** -9999
Raw physical risk quantity score using the textile weighting scheme, on a 0-5 scale. Result of a weighted composite approach aggregating the physical risk quantity indicators.

### w_awr_tex_qan_score
- **Type:** float64
- **NoData:** -9999
Physical risk quantity score using the textile weighting scheme, on a 0-5 scale. Result of applying a quantile approach to the raw variable.

### w_awr_tex_qan_cat
- **Type:** float64
- **NoData:** -9999
Physical risk quantity category using the textile weighting scheme. For use in visualisations.

### w_awr_tex_qan_label
- **Type:** str
- **NoData:** No data
Physical risk quantity category label using the textile weighting scheme.

### w_awr_tex_qal_raw
- **Type:** float64
- **NoData:** -9999
Raw physical risk quality score using the textile weighting scheme, on a 0-5 scale. Result of a weighted composite approach aggregating the physical risk quality indicators.

### w_awr_tex_qal_score
- **Type:** float64
- **NoData:** -9999
Physical risk quality score using the textile weighting scheme, on a 0-5 scale. Result of applying a quantile approach to the raw variable.

### w_awr_tex_qal_cat
- **Type:** float64
- **NoData:** -9999
Physical risk quality category using the textile weighting scheme. For use in visualisations.

### w_awr_tex_qal_label
- **Type:** str
- **NoData:** No data
Physical risk quality category label using the textile weighting scheme.

### w_awr_tex_rrr_raw
- **Type:** float64
- **NoData:** -9999
Raw regulatory and reputational risk score using the textile weighting scheme, on a 0-5 scale. Result of a weighted composite approach aggregating the regulatory and reputational risk indicators.

### w_awr_tex_rrr_score
- **Type:** float64
- **NoData:** -9999
Regulatory and reputational risk score using the textile weighting scheme, on a 0-5 scale. Result of applying a quantile approach to the raw variable.

### w_awr_tex_rrr_cat
- **Type:** float64
- **NoData:** -9999
Regulatory and reputational risk category using the textile weighting scheme. For use in visualisations.

### w_awr_tex_rrr_label
- **Type:** str
- **NoData:** No data
Regulatory and reputational risk category label using the textile weighting scheme.

### w_awr_tex_tot_raw
- **Type:** float64
- **NoData:** -9999
Raw total overall water risk score using the textile weighting scheme, on a 0-5 scale. Result of a weighted composite approach aggregating all risk groups.

### w_awr_tex_tot_score
- **Type:** float64
- **NoData:** -9999
Total overall water risk score using the textile weighting scheme, on a 0-5 scale. Result of applying a quantile approach to the raw variable.

### w_awr_tex_tot_cat
- **Type:** float64
- **NoData:** -9999
Total overall water risk category using the textile weighting scheme. For use in visualisations.

### w_awr_tex_tot_label
- **Type:** str
- **NoData:** No data
Total overall water risk category label using the textile weighting scheme.

### w_awr_tex_tot_weight_fraction
- **Type:** float64
- **NoData:** -9999
Fraction of the total overall water risk score contributed by each risk group under the textile weighting scheme. NoData is excluded from weights, so values may be lower than 1 depending on data availability.

### geometry
- **Type:** wkb
Polygon geometry of the hydrological sub-basin.

## Pricing

This dataset has no data acquisition cost.