Aqueduct Water Risk Atlas - Baseline Annual
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.
ef65afb9…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
Description
Geometry unique numeric identifier.
aqid
Description
Groundwater aquifer identifier. Taken from WHYMAP.
pfaf_id
Description
Hydrological basin unique six-digit Pfafstetter code. Taken from HydroBASINS.
gid_0
Description
Three character ISO-3166 country code.
gid_1
Description
Sub-national administrative unit. Taken from GADM.
Usage notes
Values are gid_0 country codes followed by numeric values, with underscores separating each sub-national unit.
name_0
Description
National or political entity name. Taken from GADM.
name_1
Description
Sub-national or political entity name. Taken from GADM.
string_id
Description
Geometry unique text identifier.
Usage notes
Values are a combination of pfaf_id, gid_1, and aqid variables.
area_km2
Description
Geometry area. Calculated as the union of hydrological sub-basin, province, and groundwater aquifer areas.
bws_raw
Description
Raw baseline water stress value. Baseline water stress measures the ratio of total water demand to available renewable surface and groundwater supplies.
bws_score
Description
Baseline water stress score, mapped to a 0-5 scale.
bws_cat
Description
Baseline water stress category. For use in visualisations.
| Index | Label |
|---|---|
| -1 | Arid and Low Water Use |
| 0 | Low (<10%) |
| 1 | Low - Medium (10-20%) |
| 2 | Medium - High (20-40%) |
| 3 | High (40-80%) |
| 4 | Extremely High (>80%) |
bws_label
Description
Baseline water stress category label.
bwd_raw
Description
Raw baseline water depletion value. Baseline water depletion measures the ratio of total water consumption to available renewable surface and groundwater supplies.
bwd_score
Description
Baseline water depletion score, mapped to a 0-5 scale.
bwd_cat
Description
Baseline water depletion category. For use in visualisations.
| Index | Label |
|---|---|
| -1 | Arid and Low Water Use |
| 0 | Low (<5%) |
| 1 | Low - Medium (5-25%) |
| 2 | Medium - High (25-50%) |
| 3 | High (50-75%) |
| 4 | Extremely High (>75%) |
bwd_label
Description
Baseline water depletion category label.
iav_raw
Description
Raw interannual variability value. Interannual variability measures the variation in water supply between years.
iav_score
Description
Interannual variability score, mapped to a 0-5 scale.
iav_cat
Description
Interannual variability category. For use in visualisations.
| Index | Label |
|---|---|
| 0 | Low (<0.25) |
| 1 | Low - Medium (0.25-0.50) |
| 2 | Medium - High (0.50-0.75) |
| 3 | High (0.75-1.00) |
| 4 | Extremely High (>1.00) |
iav_label
Description
Interannual variability category label.
sev_raw
Description
Raw seasonal variability value. Seasonal variability measures the variation in water supply between months of the year.
sev_score
Description
Seasonal variability score, mapped to a 0-5 scale.
sev_cat
Description
Seasonal variability category. For use in visualisations.
| Index | Label |
|---|---|
| 0 | Low (<0.33) |
| 1 | Low - Medium (0.33-0.66) |
| 2 | Medium - High (0.66-1.00) |
| 3 | High (1.00-1.33) |
| 4 | Extremely High (>1.33) |
sev_label
Description
Seasonal variability category label.
gtd_raw
Description
Raw groundwater table decline value. Groundwater table decline measures the rate at which groundwater levels are falling due to sustained withdrawals.
gtd_score
Description
Groundwater table decline score, mapped to a 0-5 scale.
gtd_cat
Description
Groundwater table decline category. For use in visualisations.
| Index | Label |
|---|---|
| -9999 | Insignificant Trend |
| 0 | Low (<0 cm/y) |
| 1 | Low - Medium (0-2 cm/y) |
| 2 | Medium - High (2-4 cm/y) |
| 3 | High (4-8 cm/y) |
| 4 | Extremely High (>8 cm/y) |
gtd_label
Description
Groundwater table decline category label.
rfr_raw
Description
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
Description
Riverine flood risk score, mapped to a 0-5 scale.
rfr_cat
Description
Riverine flood risk category. For use in visualisations.
| Index | Label |
|---|---|
| 0 | Low (0 to 1 in 1,000) |
| 1 | Low - Medium (1 in 1,000 to 2 in 1,000) |
| 2 | Medium - High (2 in 1,000 to 6 in 1,000) |
| 3 | High (6 in 1,000 to 1 in 100) |
| 4 | Extremely High (more than 1 in 100) |
rfr_label
Description
Riverine flood risk category label.
cfr_raw
Description
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
Description
Coastal flood risk score, mapped to a 0-5 scale.
cfr_cat
Description
Coastal flood risk category. For use in visualisations.
| Index | Label |
|---|---|
| -1 | No Risk |
| 0 | Low (0 to 9 in 1,000,000) |
| 1 | Low - Medium (9 in 1,000,000 to 7 in 100,000) |
| 2 | Medium - High (7 in 100,000 to 3 in 10,000) |
| 3 | High (3 in 10,000 to 2 in 1,000) |
| 4 | Extremely High (more than 2 in 1,000) |
cfr_label
Description
Coastal flood risk category label.
drr_raw
Description
Raw drought risk value. Drought risk combines drought hazard, exposure of population and assets, and vulnerability.
drr_score
Description
Drought risk score, mapped to a 0-5 scale.
drr_cat
Description
Drought risk category. For use in visualisations.
| Index | Label |
|---|---|
| 0 | Low (0.0-0.2) |
| 1 | Low - Medium (0.2-0.4) |
| 2 | Medium (0.4-0.6) |
| 3 | Medium - High (0.6-0.8) |
| 4 | High (0.8-1.0) |
drr_label
Description
Drought risk category label.
ucw_raw
Description
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
Description
Untreated connected wastewater score, mapped to a 0-5 scale.
ucw_cat
Description
Untreated connected wastewater category. For use in visualisations.
| Index | Label |
|---|---|
| -1 | No to Low Wastewater Collected |
| 0 | Low (<30%) |
| 1 | Low - Medium (30-60%) |
| 2 | Medium - High (60-90%) |
| 3 | High (90-100%) |
| 4 | Extremely High (100%) |
ucw_label
Description
Untreated connected wastewater category label.
cep_raw
Description
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
Description
Coastal eutrophication potential score, mapped to a 0-5 scale.
cep_cat
Description
Coastal eutrophication potential category. For use in visualisations.
| Index | Label |
|---|---|
| 0 | Low (<-5) |
| 1 | Low - Medium (-5 to 0) |
| 2 | Medium - High (0 to 1) |
| 3 | High (1 to 5) |
| 4 | Extremely High (>5) |
cep_label
Description
Coastal eutrophication potential category label.
udw_raw
Description
Raw unimproved or no drinking water value. Measures the proportion of the population using unimproved or no drinking water sources.
udw_score
Description
Unimproved or no drinking water score, mapped to a 0-5 scale.
udw_cat
Description
Unimproved or no drinking water category. For use in visualisations.
| Index | Label |
|---|---|
| 0 | Low (<2.5%) |
| 1 | Low - Medium (2.5-5%) |
| 2 | Medium - High (5-10%) |
| 3 | High (10-20%) |
| 4 | Extremely High (>20%) |
udw_label
Description
Unimproved or no drinking water category label.
usa_raw
Description
Raw unimproved or no sanitation value. Measures the proportion of the population using unimproved or no sanitation facilities.
usa_score
Description
Unimproved or no sanitation score, mapped to a 0-5 scale.
usa_cat
Description
Unimproved or no sanitation category. For use in visualisations.
| Index | Label |
|---|---|
| 0 | Low (<2.5%) |
| 1 | Low - Medium (2.5-5%) |
| 2 | Medium - High (5-10%) |
| 3 | High (10-20%) |
| 4 | Extremely High (>20%) |
usa_label
Description
Unimproved or no sanitation category label.
rri_raw
Description
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
Description
Peak RepRisk country ESG risk index score, mapped to a 0-5 scale.
rri_cat
Description
Peak RepRisk country ESG risk index category. For use in visualisations.
| Index | Label |
|---|---|
| 0 | Low (<25%) |
| 1 | Low - Medium (25-50%) |
| 2 | Medium - High (50-60%) |
| 3 | High (60-75%) |
| 4 | Extremely High (>75%) |
rri_label
Description
Peak RepRisk country ESG risk index category label.
w_awr_def_qan_raw
Description
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
Description
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
Description
Physical risk quantity category using the default weighting scheme. For use in visualisations.
| Index | Label |
|---|---|
| 0 | Low (0-1) |
| 1 | Low - Medium (1-2) |
| 2 | Medium - High (2-3) |
| 3 | High (3-4) |
| 4 | Extremely High (4-5) |
w_awr_def_qan_label
Description
Physical risk quantity category label using the default weighting scheme.
w_awr_def_qal_raw
Description
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
Description
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
Description
Physical risk quality category using the default weighting scheme. For use in visualisations.
| Index | Label |
|---|---|
| 0 | Low (0-1) |
| 1 | Low - Medium (1-2) |
| 2 | Medium - High (2-3) |
| 3 | High (3-4) |
| 4 | Extremely High (4-5) |
w_awr_def_qal_label
Description
Physical risk quality category label using the default weighting scheme.
w_awr_def_rrr_raw
Description
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
Description
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
Description
Regulatory and reputational risk category using the default weighting scheme. For use in visualisations.
| Index | Label |
|---|---|
| 0 | Low (0-1) |
| 1 | Low - Medium (1-2) |
| 2 | Medium - High (2-3) |
| 3 | High (3-4) |
| 4 | Extremely High (4-5) |
w_awr_def_rrr_label
Description
Regulatory and reputational risk category label using the default weighting scheme.
w_awr_def_tot_raw
Description
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
Description
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
Description
Total overall water risk category using the default weighting scheme. For use in visualisations.
| Index | Label |
|---|---|
| 0 | Low (0-1) |
| 1 | Low - Medium (1-2) |
| 2 | Medium - High (2-3) |
| 3 | High (3-4) |
| 4 | Extremely High (4-5) |
w_awr_def_tot_label
Description
Total overall water risk category label using the default weighting scheme.
w_awr_def_tot_weight_fraction
Description
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
Description
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
Description
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
Description
Physical risk quantity category using the agriculture weighting scheme. For use in visualisations.
| Index | Label |
|---|---|
| 0 | Low (0-1) |
| 1 | Low - Medium (1-2) |
| 2 | Medium - High (2-3) |
| 3 | High (3-4) |
| 4 | Extremely High (4-5) |
w_awr_agr_qan_label
Description
Physical risk quantity category label using the agriculture weighting scheme.
w_awr_agr_qal_raw
Description
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
Description
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
Description
Physical risk quality category using the agriculture weighting scheme. For use in visualisations.
| Index | Label |
|---|---|
| 0 | Low (0-1) |
| 1 | Low - Medium (1-2) |
| 2 | Medium - High (2-3) |
| 3 | High (3-4) |
| 4 | Extremely High (4-5) |
w_awr_agr_qal_label
Description
Physical risk quality category label using the agriculture weighting scheme.
w_awr_agr_rrr_raw
Description
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
Description
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
Description
Regulatory and reputational risk category using the agriculture weighting scheme. For use in visualisations.
| Index | Label |
|---|---|
| 0 | Low (0-1) |
| 1 | Low - Medium (1-2) |
| 2 | Medium - High (2-3) |
| 3 | High (3-4) |
| 4 | Extremely High (4-5) |
w_awr_agr_rrr_label
Description
Regulatory and reputational risk category label using the agriculture weighting scheme.
w_awr_agr_tot_raw
Description
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
Description
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
Description
Total overall water risk category using the agriculture weighting scheme. For use in visualisations.
| Index | Label |
|---|---|
| 0 | Low (0-1) |
| 1 | Low - Medium (1-2) |
| 2 | Medium - High (2-3) |
| 3 | High (3-4) |
| 4 | Extremely High (4-5) |
w_awr_agr_tot_label
Description
Total overall water risk category label using the agriculture weighting scheme.
w_awr_agr_tot_weight_fraction
Description
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
Description
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
Description
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
Description
Physical risk quantity category using the chemicals weighting scheme. For use in visualisations.
| Index | Label |
|---|---|
| 0 | Low (0-1) |
| 1 | Low - Medium (1-2) |
| 2 | Medium - High (2-3) |
| 3 | High (3-4) |
| 4 | Extremely High (4-5) |
w_awr_che_qan_label
Description
Physical risk quantity category label using the chemicals weighting scheme.
w_awr_che_qal_raw
Description
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
Description
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
Description
Physical risk quality category using the chemicals weighting scheme. For use in visualisations.
| Index | Label |
|---|---|
| 0 | Low (0-1) |
| 1 | Low - Medium (1-2) |
| 2 | Medium - High (2-3) |
| 3 | High (3-4) |
| 4 | Extremely High (4-5) |
w_awr_che_qal_label
Description
Physical risk quality category label using the chemicals weighting scheme.
w_awr_che_rrr_raw
Description
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
Description
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
Description
Regulatory and reputational risk category using the chemicals weighting scheme. For use in visualisations.
| Index | Label |
|---|---|
| 0 | Low (0-1) |
| 1 | Low - Medium (1-2) |
| 2 | Medium - High (2-3) |
| 3 | High (3-4) |
| 4 | Extremely High (4-5) |
w_awr_che_rrr_label
Description
Regulatory and reputational risk category label using the chemicals weighting scheme.
w_awr_che_tot_raw
Description
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
Description
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
Description
Total overall water risk category using the chemicals weighting scheme. For use in visualisations.
| Index | Label |
|---|---|
| 0 | Low (0-1) |
| 1 | Low - Medium (1-2) |
| 2 | Medium - High (2-3) |
| 3 | High (3-4) |
| 4 | Extremely High (4-5) |
w_awr_che_tot_label
Description
Total overall water risk category label using the chemicals weighting scheme.
w_awr_che_tot_weight_fraction
Description
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
Description
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
Description
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
Description
Physical risk quantity category using the construction materials weighting scheme. For use in visualisations.
| Index | Label |
|---|---|
| 0 | Low (0-1) |
| 1 | Low - Medium (1-2) |
| 2 | Medium - High (2-3) |
| 3 | High (3-4) |
| 4 | Extremely High (4-5) |
w_awr_con_qan_label
Description
Physical risk quantity category label using the construction materials weighting scheme.
w_awr_con_qal_raw
Description
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
Description
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
Description
Physical risk quality category using the construction materials weighting scheme. For use in visualisations.
| Index | Label |
|---|---|
| 0 | Low (0-1) |
| 1 | Low - Medium (1-2) |
| 2 | Medium - High (2-3) |
| 3 | High (3-4) |
| 4 | Extremely High (4-5) |
w_awr_con_qal_label
Description
Physical risk quality category label using the construction materials weighting scheme.
w_awr_con_rrr_raw
Description
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
Description
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
Description
Regulatory and reputational risk category using the construction materials weighting scheme. For use in visualisations.
| Index | Label |
|---|---|
| 0 | Low (0-1) |
| 1 | Low - Medium (1-2) |
| 2 | Medium - High (2-3) |
| 3 | High (3-4) |
| 4 | Extremely High (4-5) |
w_awr_con_rrr_label
Description
Regulatory and reputational risk category label using the construction materials weighting scheme.
w_awr_con_tot_raw
Description
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
Description
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
Description
Total overall water risk category using the construction materials weighting scheme. For use in visualisations.
| Index | Label |
|---|---|
| 0 | Low (0-1) |
| 1 | Low - Medium (1-2) |
| 2 | Medium - High (2-3) |
| 3 | High (3-4) |
| 4 | Extremely High (4-5) |
w_awr_con_tot_label
Description
Total overall water risk category label using the construction materials weighting scheme.
w_awr_con_tot_weight_fraction
Description
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
Description
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
Description
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
Description
Physical risk quantity category using the electric power weighting scheme. For use in visualisations.
| Index | Label |
|---|---|
| 0 | Low (0-1) |
| 1 | Low - Medium (1-2) |
| 2 | Medium - High (2-3) |
| 3 | High (3-4) |
| 4 | Extremely High (4-5) |
w_awr_elp_qan_label
Description
Physical risk quantity category label using the electric power weighting scheme.
w_awr_elp_qal_raw
Description
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
Description
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
Description
Physical risk quality category using the electric power weighting scheme. For use in visualisations.
| Index | Label |
|---|---|
| 0 | Low (0-1) |
| 1 | Low - Medium (1-2) |
| 2 | Medium - High (2-3) |
| 3 | High (3-4) |
| 4 | Extremely High (4-5) |
w_awr_elp_qal_label
Description
Physical risk quality category label using the electric power weighting scheme.
w_awr_elp_rrr_raw
Description
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
Description
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
Description
Regulatory and reputational risk category using the electric power weighting scheme. For use in visualisations.
| Index | Label |
|---|---|
| 0 | Low (0-1) |
| 1 | Low - Medium (1-2) |
| 2 | Medium - High (2-3) |
| 3 | High (3-4) |
| 4 | Extremely High (4-5) |
w_awr_elp_rrr_label
Description
Regulatory and reputational risk category label using the electric power weighting scheme.
w_awr_elp_tot_raw
Description
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
Description
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
Description
Total overall water risk category using the electric power weighting scheme. For use in visualisations.
| Index | Label |
|---|---|
| 0 | Low (0-1) |
| 1 | Low - Medium (1-2) |
| 2 | Medium - High (2-3) |
| 3 | High (3-4) |
| 4 | Extremely High (4-5) |
w_awr_elp_tot_label
Description
Total overall water risk category label using the electric power weighting scheme.
w_awr_elp_tot_weight_fraction
Description
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
Description
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
Description
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
Description
Physical risk quantity category using the food and beverage weighting scheme. For use in visualisations.
| Index | Label |
|---|---|
| 0 | Low (0-1) |
| 1 | Low - Medium (1-2) |
| 2 | Medium - High (2-3) |
| 3 | High (3-4) |
| 4 | Extremely High (4-5) |
w_awr_fnb_qan_label
Description
Physical risk quantity category label using the food and beverage weighting scheme.
w_awr_fnb_qal_raw
Description
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
Description
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
Description
Physical risk quality category using the food and beverage weighting scheme. For use in visualisations.
| Index | Label |
|---|---|
| 0 | Low (0-1) |
| 1 | Low - Medium (1-2) |
| 2 | Medium - High (2-3) |
| 3 | High (3-4) |
| 4 | Extremely High (4-5) |
w_awr_fnb_qal_label
Description
Physical risk quality category label using the food and beverage weighting scheme.
w_awr_fnb_rrr_raw
Description
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
Description
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
Description
Regulatory and reputational risk category using the food and beverage weighting scheme. For use in visualisations.
| Index | Label |
|---|---|
| 0 | Low (0-1) |
| 1 | Low - Medium (1-2) |
| 2 | Medium - High (2-3) |
| 3 | High (3-4) |
| 4 | Extremely High (4-5) |
w_awr_fnb_rrr_label
Description
Regulatory and reputational risk category label using the food and beverage weighting scheme.
w_awr_fnb_tot_raw
Description
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
Description
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
Description
Total overall water risk category using the food and beverage weighting scheme. For use in visualisations.
| Index | Label |
|---|---|
| 0 | Low (0-1) |
| 1 | Low - Medium (1-2) |
| 2 | Medium - High (2-3) |
| 3 | High (3-4) |
| 4 | Extremely High (4-5) |
w_awr_fnb_tot_label
Description
Total overall water risk category label using the food and beverage weighting scheme.
w_awr_fnb_tot_weight_fraction
Description
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
Description
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
Description
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
Description
Physical risk quantity category using the mining weighting scheme. For use in visualisations.
| Index | Label |
|---|---|
| 0 | Low (0-1) |
| 1 | Low - Medium (1-2) |
| 2 | Medium - High (2-3) |
| 3 | High (3-4) |
| 4 | Extremely High (4-5) |
w_awr_min_qan_label
Description
Physical risk quantity category label using the mining weighting scheme.
w_awr_min_qal_raw
Description
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
Description
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
Description
Physical risk quality category using the mining weighting scheme. For use in visualisations.
| Index | Label |
|---|---|
| 0 | Low (0-1) |
| 1 | Low - Medium (1-2) |
| 2 | Medium - High (2-3) |
| 3 | High (3-4) |
| 4 | Extremely High (4-5) |
w_awr_min_qal_label
Description
Physical risk quality category label using the mining weighting scheme.
w_awr_min_rrr_raw
Description
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
Description
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
Description
Regulatory and reputational risk category using the mining weighting scheme. For use in visualisations.
| Index | Label |
|---|---|
| 0 | Low (0-1) |
| 1 | Low - Medium (1-2) |
| 2 | Medium - High (2-3) |
| 3 | High (3-4) |
| 4 | Extremely High (4-5) |
w_awr_min_rrr_label
Description
Regulatory and reputational risk category label using the mining weighting scheme.
w_awr_min_tot_raw
Description
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
Description
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
Description
Total overall water risk category using the mining weighting scheme. For use in visualisations.
| Index | Label |
|---|---|
| 0 | Low (0-1) |
| 1 | Low - Medium (1-2) |
| 2 | Medium - High (2-3) |
| 3 | High (3-4) |
| 4 | Extremely High (4-5) |
w_awr_min_tot_label
Description
Total overall water risk category label using the mining weighting scheme.
w_awr_min_tot_weight_fraction
Description
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
Description
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
Description
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
Description
Physical risk quantity category using the oil and gas weighting scheme. For use in visualisations.
| Index | Label |
|---|---|
| 0 | Low (0-1) |
| 1 | Low - Medium (1-2) |
| 2 | Medium - High (2-3) |
| 3 | High (3-4) |
| 4 | Extremely High (4-5) |
w_awr_ong_qan_label
Description
Physical risk quantity category label using the oil and gas weighting scheme.
w_awr_ong_qal_raw
Description
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
Description
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
Description
Physical risk quality category using the oil and gas weighting scheme. For use in visualisations.
| Index | Label |
|---|---|
| 0 | Low (0-1) |
| 1 | Low - Medium (1-2) |
| 2 | Medium - High (2-3) |
| 3 | High (3-4) |
| 4 | Extremely High (4-5) |
w_awr_ong_qal_label
Description
Physical risk quality category label using the oil and gas weighting scheme.
w_awr_ong_rrr_raw
Description
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
Description
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
Description
Regulatory and reputational risk category using the oil and gas weighting scheme. For use in visualisations.
| Index | Label |
|---|---|
| 0 | Low (0-1) |
| 1 | Low - Medium (1-2) |
| 2 | Medium - High (2-3) |
| 3 | High (3-4) |
| 4 | Extremely High (4-5) |
w_awr_ong_rrr_label
Description
Regulatory and reputational risk category label using the oil and gas weighting scheme.
w_awr_ong_tot_raw
Description
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
Description
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
Description
Total overall water risk category using the oil and gas weighting scheme. For use in visualisations.
| Index | Label |
|---|---|
| 0 | Low (0-1) |
| 1 | Low - Medium (1-2) |
| 2 | Medium - High (2-3) |
| 3 | High (3-4) |
| 4 | Extremely High (4-5) |
w_awr_ong_tot_label
Description
Total overall water risk category label using the oil and gas weighting scheme.
w_awr_ong_tot_weight_fraction
Description
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
Description
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
Description
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
Description
Physical risk quantity category using the semiconductor weighting scheme. For use in visualisations.
| Index | Label |
|---|---|
| 0 | Low (0-1) |
| 1 | Low - Medium (1-2) |
| 2 | Medium - High (2-3) |
| 3 | High (3-4) |
| 4 | Extremely High (4-5) |
w_awr_smc_qan_label
Description
Physical risk quantity category label using the semiconductor weighting scheme.
w_awr_smc_qal_raw
Description
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
Description
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
Description
Physical risk quality category using the semiconductor weighting scheme. For use in visualisations.
| Index | Label |
|---|---|
| 0 | Low (0-1) |
| 1 | Low - Medium (1-2) |
| 2 | Medium - High (2-3) |
| 3 | High (3-4) |
| 4 | Extremely High (4-5) |
w_awr_smc_qal_label
Description
Physical risk quality category label using the semiconductor weighting scheme.
w_awr_smc_rrr_raw
Description
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
Description
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
Description
Regulatory and reputational risk category using the semiconductor weighting scheme. For use in visualisations.
| Index | Label |
|---|---|
| 0 | Low (0-1) |
| 1 | Low - Medium (1-2) |
| 2 | Medium - High (2-3) |
| 3 | High (3-4) |
| 4 | Extremely High (4-5) |
w_awr_smc_rrr_label
Description
Regulatory and reputational risk category label using the semiconductor weighting scheme.
w_awr_smc_tot_raw
Description
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
Description
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
Description
Total overall water risk category using the semiconductor weighting scheme. For use in visualisations.
| Index | Label |
|---|---|
| 0 | Low (0-1) |
| 1 | Low - Medium (1-2) |
| 2 | Medium - High (2-3) |
| 3 | High (3-4) |
| 4 | Extremely High (4-5) |
w_awr_smc_tot_label
Description
Total overall water risk category label using the semiconductor weighting scheme.
w_awr_smc_tot_weight_fraction
Description
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
Description
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
Description
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
Description
Physical risk quantity category using the textile weighting scheme. For use in visualisations.
| Index | Label |
|---|---|
| 0 | Low (0-1) |
| 1 | Low - Medium (1-2) |
| 2 | Medium - High (2-3) |
| 3 | High (3-4) |
| 4 | Extremely High (4-5) |
w_awr_tex_qan_label
Description
Physical risk quantity category label using the textile weighting scheme.
w_awr_tex_qal_raw
Description
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
Description
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
Description
Physical risk quality category using the textile weighting scheme. For use in visualisations.
| Index | Label |
|---|---|
| 0 | Low (0-1) |
| 1 | Low - Medium (1-2) |
| 2 | Medium - High (2-3) |
| 3 | High (3-4) |
| 4 | Extremely High (4-5) |
w_awr_tex_qal_label
Description
Physical risk quality category label using the textile weighting scheme.
w_awr_tex_rrr_raw
Description
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
Description
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
Description
Regulatory and reputational risk category using the textile weighting scheme. For use in visualisations.
| Index | Label |
|---|---|
| 0 | Low (0-1) |
| 1 | Low - Medium (1-2) |
| 2 | Medium - High (2-3) |
| 3 | High (3-4) |
| 4 | Extremely High (4-5) |
w_awr_tex_rrr_label
Description
Regulatory and reputational risk category label using the textile weighting scheme.
w_awr_tex_tot_raw
Description
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
Description
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
Description
Total overall water risk category using the textile weighting scheme. For use in visualisations.
| Index | Label |
|---|---|
| 0 | Low (0-1) |
| 1 | Low - Medium (1-2) |
| 2 | Medium - High (2-3) |
| 3 | High (3-4) |
| 4 | Extremely High (4-5) |
w_awr_tex_tot_label
Description
Total overall water risk category label using the textile weighting scheme.
w_awr_tex_tot_weight_fraction
Description
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
Description
Polygon geometry of the hydrological sub-basin.
Pricing
This dataset has no data acquisition cost.
Resources
Provider
WRI
www.wri.orgThe World Resources Institute (WRI) is a non-profit research organisation based in Washington DC. The WRI does research that addresses policy across food systems, land and water, energy, and cities to protect nature and mitigate climate change globally.