---
contact_point:
  email: paola.ceresa@redrisk.com
  name: Paola Ceresa
creator:
  name: Paolo Bazzuro
dataset_id: CA_SFRARR_FL_loss
description: Fluvial flood risk estimates, including return period loss estimates,
  annual average loss estimates and event loss tables.
details: 'Data from the Strengthening Financial Resilience and Accelerating Risk Reduction
  in Central Asia program (https://www.gfdrr.org/en/program/SFRARR-Central-Asia).

  Seismic vulnerability data for buildings, infrastructure, and population. The approach
  is described in the technical accompanying technical report.'
exposure: null
hazard: null
license: CC-BY-SA-4.0
loss:
  approach: analytical
  base_data_type: simulated
  category: agriculture, buildings, infrastructure, population
  description: Estimated economic loss per sector and for all sectors combined for
    fluvial flood risk (current defended and undefended scenarios, and for future
    climate scenarios), aggregated to the Oblast, national and regional level, Estimated
    fatalities due to fluvial flood risk (current defended and undefended scenarios,
    and for future climate scenarios), aggregated to the Oblast, national and regional
    level
  dimension: product, structure
  exposure_id: CA_SFRARR_exp
  hazard_analysis_type: probabilistic
  hazard_id: CA_SFRARR_FL
  hazard_process: fluvial_flood
  hazard_type: flood
  impact_metric: casualty_count, economic_loss_value
  impact_type: direct
  impact_unit: count
  type: ground_up
  vulnerability_id: CA_SFRARR_FL_vuln
project: SFRARR - Strengthening Financial Resilience and Accelerating Risk Reduction in Central Asia
publisher:
  name: RED - Risk, Engineering  Development - Pavia (Italy)
  url: https://www.redrisk.com
purpose: Regional risk modelling. These data have been derived on a regional scale
  for the purpose of consistent regional multi-country hazard and risk assessment.
  Application of this information on smaller scales should be done with care. Importantly
  on a local scale, it is often the case that more detailed history and hazard information
  is required to perform such hazard and risk modelling, particularly were applied
  to dimension mitigation structures or strategies.
resources:
- coordinate_system: null
  description: 'Central Asia flood risk return period summaries.


    Estimated economic loss and fatalities per sector and for all sectors combined
    for fluvial flood risk (current defended and undefended scenarios, and for future
    climate scenarios)


    Summaries aggregated at ADM1 (Oblast) and country level.


    One csv file per loss breakdown, giving the estimated loss per return period.'
  download_url: https://datacatalogfiles.worldbank.org/ddh-published/0064270/DR0091702/RP_KZ.zip?versionId=2023-07-05T13:58:52.6031766Z
  format: csv
  id: CA_SFRARR_FL_loss_RP_KAZ
  spatial_resolution: null
  title: Central Asia flood risk return period summaries - KAZ
- coordinate_system: null
  description: 'Central Asia flood risk return period summaries.


    Estimated economic loss and fatalities per sector and for all sectors combined
    for fluvial flood risk (current defended and undefended scenarios, and for future
    climate scenarios)


    Summaries aggregated at ADM1 (Oblast) and country level.


    One csv file per loss breakdown, giving the estimated loss per return period.'
  download_url: https://datacatalogfiles.worldbank.org/ddh-published/0064270/DR0091703/RP_TJ.zip?versionId=2023-07-05T13:58:48.7054093Z
  format: csv
  id: CA_SFRARR_FL_loss_RP_TJK
  spatial_resolution: null
  title: Central Asia flood risk return period summaries - TJK
- coordinate_system: null
  description: 'Estimated economic loss and fatalities per sector and for all sectors
    combined for fluvial flood risk (current defended and undefended scenarios, and
    for future climate scenarios)


    Summaries aggregated to the regional level (all CA countries combined).


    One csv file per loss breakdown, giving the estimated loss per return period.'
  download_url: https://datacatalogfiles.worldbank.org/ddh-published/0064270/DR0091700/RP_CA.zip?versionId=2023-07-05T13:58:54.3411816Z
  format: csv
  id: CA_SFRARR_FL_loss_RP_reg
  spatial_resolution: null
  title: Central Asia flood risk return period summaries - regional level
- coordinate_system: null
  description: 'Central Asia flood risk return period summaries.


    Estimated economic loss and fatalities per sector and for all sectors combined
    for fluvial flood risk (current defended and undefended scenarios, and for future
    climate scenarios)


    Summaries aggregated at ADM1 (Oblast) and country level.


    One csv file per loss breakdown, giving the estimated loss per return period.'
  download_url: https://datacatalogfiles.worldbank.org/ddh-published/0064270/DR0091701/RP_KG.zip?versionId=2023-07-05T13:58:58.0210737Z
  format: csv
  id: CA_SFRARR_FL_loss_RP_KGZ
  spatial_resolution: null
  title: Central Asia flood risk return period summaries - KGZ
- coordinate_system: null
  description: 'Central Asia flood risk return period summaries.


    Estimated economic loss and fatalities per sector and for all sectors combined
    for fluvial flood risk (current defended and undefended scenarios, and for future
    climate scenarios)


    Summaries aggregated at ADM1 (Oblast) and country level.


    One csv file per loss breakdown, giving the estimated loss per return period.'
  download_url: https://datacatalogfiles.worldbank.org/ddh-published/0064270/DR0091705/RP_UZ.zip?versionId=2023-07-05T13:58:56.1241597Z
  format: csv
  id: CA_SFRARR_FL_loss_RP_UZB
  spatial_resolution: null
  title: Central Asia flood risk return period summaries - UZB
- coordinate_system: null
  description: 'Central Asia flood risk return period summaries.


    Estimated economic loss and fatalities per sector and for all sectors combined
    for fluvial flood risk (current defended and undefended scenarios, and for future
    climate scenarios)


    Summaries aggregated at ADM1 (Oblast) and country level.


    One csv file per loss breakdown, giving the estimated loss per return period.'
  download_url: https://datacatalogfiles.worldbank.org/ddh-published/0064270/DR0091704/RP_TM.zip?versionId=2023-07-05T13:58:50.7882165Z
  format: csv
  id: CA_SFRARR_FL_loss_RP_TKM
  spatial_resolution: null
  title: Central Asia flood risk return period summaries - TKM
- coordinate_system: null
  description: 'Estimated economic loss per sector and for all sectors combined, aggregated
    at Oblast and national level.


    One csv file per loss breakdown, giving the estimated loss per exceedance probability.'
  download_url: https://datacatalogfiles.worldbank.org/ddh-published/0064268/DR0091710/EP_DEF_EC_CA.zip?versionId=2023-07-05T13:58:33.1952945Z
  format: csv
  id: CA_SFRARR_FL_def_loss_EP_CA
  spatial_resolution: null
  title: Central Asia flood risk EP curves - economic loss - flood defended
- coordinate_system: null
  description: 'Estimated economic loss per sector and for all sectors combined, aggregated
    at Oblast and national level.


    One csv file per loss breakdown, giving the estimated loss per exceedance probability.'
  download_url: https://datacatalogfiles.worldbank.org/ddh-published/0064268/DR0091713/EP_DEF_EC_KZ.zip?versionId=2023-07-05T13:58:08.8342487Z
  format: csv
  id: CA_SFRARR_FL_def_loss_EP_KAZ
  spatial_resolution: null
  title: Central Asia flood risk EP curves - economic loss - flood defended - KAZ
- coordinate_system: null
  description: 'Estimated economic loss per sector and for all sectors combined, aggregated
    at Oblast and national level.


    One csv file per loss breakdown, giving the estimated loss per exceedance probability.'
  download_url: https://datacatalogfiles.worldbank.org/ddh-published/0064268/DR0091712/EP_DEF_EC_KG.zip?versionId=2023-07-05T13:58:14.4190494Z
  format: csv
  id: CA_SFRARR_FL_def_loss_EP_KGZ
  spatial_resolution: null
  title: Central Asia flood risk EP curves - economic loss - flood defended - KGZ
- coordinate_system: null
  description: 'Estimated economic loss per sector and for all sectors combined, aggregated
    at Oblast and national level.


    One csv file per loss breakdown, giving the estimated loss per exceedance probability.'
  download_url: https://datacatalogfiles.worldbank.org/ddh-published/0064268/DR0091714/EP_DEF_EC_TJ.zip?versionId=2023-07-05T13:58:27.4545822Z
  format: csv
  id: CA_SFRARR_FL_def_loss_EP_TJK
  spatial_resolution: null
  title: Central Asia flood risk EP curves - economic loss - flood defended - TJK
- coordinate_system: null
  description: 'Estimated economic loss per sector and for all sectors combined, aggregated
    at Oblast and national level.


    One csv file per loss breakdown, giving the estimated loss per exceedance probability.'
  download_url: https://datacatalogfiles.worldbank.org/ddh-published/0064268/DR0091715/EP_DEF_EC_TM.zip?versionId=2023-07-05T13:58:16.2689906Z
  format: csv
  id: CA_SFRARR_FL_def_loss_EP_TKM
  spatial_resolution: null
  title: Central Asia flood risk EP curves - economic loss - flood defended - TKM
- coordinate_system: null
  description: 'Estimated economic loss per sector and for all sectors combined, aggregated
    at Oblast and national level.


    One csv file per loss breakdown, giving the estimated loss per exceedance probability.'
  download_url: https://datacatalogfiles.worldbank.org/ddh-published/0064268/DR0091716/EP_DEF_EC_UZ.zip?versionId=2023-07-05T13:58:18.0429734Z
  format: csv
  id: CA_SFRARR_FL_def_loss_EP_UZB
  spatial_resolution: null
  title: Central Asia flood risk EP curves - economic loss - flood defended - UZB
- coordinate_system: null
  description: 'Estimated economic loss per sector and for all sectors combined, aggregated
    at Oblast and national level.


    One csv file per loss breakdown, giving the estimated loss per exceedance probability.'
  download_url: https://datacatalogfiles.worldbank.org/ddh-published/0064268/DR0091711/EP_UND_EC_CA.zip?versionId=2023-07-05T13:58:35.0142527Z
  format: csv
  id: CA_SFRARR_FL_undef_loss_EP_CA
  spatial_resolution: null
  title: Central Asia flood risk EP curves - economic loss - flood undefended
- coordinate_system: null
  description: 'Estimated economic loss per sector and for all sectors combined, aggregated
    at Oblast and national level.


    One csv file per loss breakdown, giving the estimated loss per exceedance probability.'
  download_url: https://datacatalogfiles.worldbank.org/ddh-published/0064268/DR0091718/EP_UND_EC_KZ.zip?versionId=2023-07-05T13:58:21.7618436Z
  format: csv
  id: CA_SFRARR_FL_undef_loss_EP_KAZ
  spatial_resolution: null
  title: Central Asia flood risk EP curves - economic loss - flood undefended - KAZ
- coordinate_system: null
  description: 'Estimated economic loss per sector and for all sectors combined, aggregated
    at Oblast and national level.


    One csv file per loss breakdown, giving the estimated loss per exceedance probability.'
  download_url: https://datacatalogfiles.worldbank.org/ddh-published/0064268/DR0091717/EP_UND_EC_KG.zip?versionId=2023-07-05T13:58:19.9968546Z
  format: csv
  id: CA_SFRARR_FL_undef_loss_EP_KGZ
  spatial_resolution: null
  title: Central Asia flood risk EP curves - economic loss - flood undefended - KGZ
- coordinate_system: null
  description: 'Estimated economic loss per sector and for all sectors combined, aggregated
    at Oblast and national level.


    One csv file per loss breakdown, giving the estimated loss per exceedance probability.'
  download_url: https://datacatalogfiles.worldbank.org/ddh-published/0064268/DR0091719/EP_UND_EC_TJ.zip?versionId=2023-07-05T13:58:23.7826866Z
  format: csv
  id: CA_SFRARR_FL_undef_loss_EP_TJK
  spatial_resolution: null
  title: Central Asia flood risk EP curves - economic loss - flood undefended - TJK
- coordinate_system: null
  description: 'Estimated economic loss per sector and for all sectors combined, aggregated
    at Oblast and national level.


    One csv file per loss breakdown, giving the estimated loss per exceedance probability.'
  download_url: https://datacatalogfiles.worldbank.org/ddh-published/0064268/DR0091720/EP_UND_EC_TM.zip?versionId=2023-07-05T13:58:25.5886514Z
  format: csv
  id: CA_SFRARR_FL_undef_loss_EP_TKM
  spatial_resolution: null
  title: Central Asia flood risk EP curves - economic loss - flood undefended - TKM
- coordinate_system: null
  description: 'Estimated economic loss per sector and for all sectors combined, aggregated
    at Oblast and national level.


    One csv file per loss breakdown, giving the estimated loss per exceedance probability.'
  download_url: https://datacatalogfiles.worldbank.org/ddh-published/0064268/DR0091721/EP_UND_EC_UZ.zip?versionId=2023-07-05T13:58:10.7261652Z
  format: csv
  id: CA_SFRARR_FL_undef_loss_EP_UZB
  spatial_resolution: null
  title: Central Asia flood risk EP curves - economic loss - flood undefended - UZB
- coordinate_system: null
  description: 'Central Asia flood risk EP curves - population - flood defended


    Estimated fatalities per sector and for all sectors combined, aggregated at ADM1,
    country, and regional levels.


    One csv file per loss breakdown, giving the estimated loss per exceedance probability.'
  download_url: https://datacatalogfiles.worldbank.org/ddh-published/0064268/DR0091707/EP_Def_Population.zip?versionId=2023-07-05T13:58:06.9733151Z
  format: csv
  id: CA_SFRARR_FL_def_population_EP
  spatial_resolution: null
  title: Central Asia flood risk EP curves - population - flood defended
- coordinate_system: null
  description: 'Central Asia flood risk EP curves - population - flood undefended


    Estimated fatalities per sector and for all sectors combined, aggregated at ADM1,
    country, and regional levels.


    One csv file per loss breakdown, giving the estimated loss per exceedance probability.'
  download_url: https://datacatalogfiles.worldbank.org/ddh-published/0064268/DR0091706/EP_UND_Population.zip?versionId=2023-07-05T13:58:29.6513239Z
  format: csv
  id: CA_SFRARR_FL_undef_population_EP
  spatial_resolution: null
  title: Central Asia flood risk EP curves - population - flood undefended
- coordinate_system: null
  description: 'Central Asia flood risk EP curves - economic loss - flood climate
    change scenario 2080.


    Includes climate change and residential exposure change using SSP1, SSP4, and
    SSP5.


    Estimated economic loss per sector and for all sectors combined, aggregated at
    ADM1, country, and regional levels.


    One csv file per loss breakdown, giving the estimated loss per exceedance probability.'
  download_url: https://datacatalogfiles.worldbank.org/ddh-published/0064268/DR0091709/EP_CC_EC.zip?versionId=2023-07-05T13:58:31.4862739Z
  format: csv
  id: CA_SFRARR_FL_loss_EP_2080
  spatial_resolution: null
  title: Central Asia flood risk EP curves - economic loss - flood climate change
    scenario 2080
- coordinate_system: null
  description: 'Central Asia flood risk EP curves - population - flood climate change
    scenario 2080.


    Includes climate change and residential exposure change using SSP1, SSP4, and
    SSP5.


    Estimated fatalities per sector and for all sectors combined, aggregated at ADM1,
    country, and regional levels.


    One csv file per loss breakdown, giving the estimated loss per exceedance probability.'
  download_url: https://datacatalogfiles.worldbank.org/ddh-published/0064268/DR0091708/EP_CC_Population.zip?versionId=2023-07-05T13:58:12.5291319Z
  format: csv
  id: CA_SFRARR_FL_population_EP_2080
  spatial_resolution: null
  title: Central Asia flood risk EP curves - population - flood climate change scenario
    2080
- coordinate_system: null
  description: Event Loss Tables (ELTs) showing the severity and frequency of estimated
    loss for each simulated flood event.
  download_url: https://datacatalog.worldbank.org/search/dataset/0064269
  format: csv
  id: CA_SFRARR_FL_ELTs
  spatial_resolution: null
  title: Central Asia flood risk - Event Loss Tables (ELTs)
- coordinate_system: null
  description: Geospatial data layers describing estimated losses. Annual average
    loss and probable maximum losses at Oblast level.
  download_url: https://datacatalog.worldbank.org/search/dataset/0064280
  format: shp
  id: CA_SFRARR_FL_RP_maps
  spatial_resolution: null
  title: Central Asia flood risk AAL and Return Period Loss maps
- coordinate_system: null
  description: Tabulated summary of simulated fatalities and economic loss due to
    three selected 1-in-100-year fluvial flood scenarios (Kara-Unkur River, Parkent
    River, and Turkmenabat).
  download_url: https://datacatalog.worldbank.org/search/dataset/0064267
  format: csv
  id: CA_SFRARR_FL_scenarioLosses
  spatial_resolution: null
  title: Central Asia flood risk scenario losses
- coordinate_system: null
  description: 'Tabulated and map summaries of fluvial flood hazard intensity for
    selected infrastructure: airports, industrial sites, infrastructure, population
    and transport.'
  download_url: https://datacatalog.worldbank.org/search/dataset/0064279
  format: csv
  id: CA_SFRARR_FL_hazardIntensity
  spatial_resolution: null
  title: Central Asia flood risk hazard intensity summaries
risk_data_type:
- loss
schema: rdl-02
spatial:
  bbox:
  - 46
  - 88
  - 34
  - 57
  countries:
  - KAZ
  - KGZ
  - TKM
  - TJK
  - UZB
  scale: regional
title: Central Asia flood risk estimates
version: '2022'
vulnerability: null
---