Identification_Information: Citation: Citation_Information: Originator: Center for Hazards and Risk Research (CHRR)/Columbia University, Center for International Earth Science Information Network (CIESIN)/Columbia University, and International Bank for Reconstruction and Development/The World Bank Publication_Date: 2005 Title: Global Landslide Total Economic Loss Risk Deciles Edition: 1.00 Geospatial_Data_Presentation_Form: raster, map Publication_Information: Publication_Place: Palisades, NY Publisher: Center for Hazards and Risk Research (CHRR)/Columbia University Online_Linkage: http://sedac.ciesin.columbia.edu/data/set/ndh-landslide-total-economic-loss-risk-deciles Larger_Work_Citation: Citation_Information: Originator: Dilley, M., R.S. Chen, U. Deichmann, A.L. Lerner-Lam, M. Arnold, J. Agwe, P. Buys, O. Kjekstad, B. Lyon, and G. Yetman Publication_Date: 20050329 Title: Natural Disaster Hotspots: A Global Risk Analysis Edition: Version 1.0 Geospatial_Data_Presentation_Form: report Series_Information: Series_Name: Disaster Risk Management Series Issue_Identification: No. 5 Publication_Information: Publication_Place: Washington, D.C. Publisher: The World Bank Description: Abstract: Global Landslide Total Economic Loss Risk Deciles is a 2.5 minute grid of global landslide total economic loss risks. A process of spatially allocating Gross Domestic Product (GDP) based upon the Sachs et al. (2003) methodology is utilized. First the proportional contributions of subnational units to their respective national GDP are determined using sources of various origins. The contribution rates are then applied to published World Bank Development Indicators to determine a GDP value for the subnational unit. Once the national GDP has been spatially stratified into the smallest administrative units available, GDP values for grid cells are derived using Gridded Population of the World, Version 3 (GPWv3) data of population distributions. A per capita contribution value is determined within each subnational unit, and this value is multiplied by the population per grid cell. Once a GDP value has been determined on a per grid cell basis, then the regionally variable loss rate as derived from the historical records of EM-DAT is used to determine the total economic loss risks posed to a grid cell by landslide hazards. The final surface does not present absolute values of total economic loss, but rather a relative decile (1-10 with increasing risk) ranking of grid cells based upon the calculated economic loss risks. This data set is the result of collaboration among the Columbia University Center for Hazards and Risk Research (CHRR), International Bank for Reconstruction and Development/The World Bank, and Columbia University Center for International Earth Science Information Network (CIESIN). Purpose: To provide a spatial surface of the total economic impacts of global landslide hazard. Time_Period_of_Content: Time_Period_Information: Single_Date/Time: Calendar_Date: 2000 Currentness_Reference: publication date Status: Progress: Complete Maintenance_and_Update_Frequency: As needed Spatial_Domain: Bounding_Coordinates: West_Bounding_Coordinate: -180.000000 East_Bounding_Coordinate: 180.000000 North_Bounding_Coordinate: 86.000000 South_Bounding_Coordinate: -58.000000 Keywords: Theme: Theme_Keyword_Thesaurus: ISO Topic Theme_Keyword: Economy Theme_Keyword: Inland Waters Theme: Theme_Keyword_Thesaurus: WDC Theme Theme_Keyword: Hazards Theme: Theme_Keyword_Thesaurus: CIESIN Indexing Vocabulary Version 2.1 (GCMD Format) Theme_Keyword: CIESIN > Agriculture and Food Security > Agricultural Production > Natural Resources Theme_Keyword: CIESIN > Agriculture and Food Security > Agricultural Production > Risk Management Theme_Keyword: CIESIN > Economic Activity > Economic Change > Economic Stability Theme_Keyword: CIESIN > Economic Activity > Geographical Distribution Theme_Keyword: CIESIN > Economic Activity > Income > National Income Theme_Keyword: CIESIN > Environmental Protection > Disasters > Disaster Area Theme_Keyword: CIESIN > Environmental Protection > Disasters > Disaster Preparedness Theme_Keyword: CIESIN > Environmental Protection > Disasters > Disaster Prevention Theme_Keyword: CIESIN > Environmental Protection > Disasters > Natural Disasters Theme_Keyword: CIESIN > Population Dynamics > Vital Statistics > Regional Population Estimates Theme: Theme_Keyword_Thesaurus: GCMD Parameter Valids Theme_Keyword: EARTH SCIENCE > Land Surface > Erosion/Sedimentation > Landslides Theme_Keyword: EARTH SCIENCE > Cryosphere > Snow/Ice > Avalanche Theme_Keyword: EARTH SCIENCE > Terrestrial Hydrosphere > Snow/Ice > Avalanche Theme: Theme_Keyword_Thesaurus: General Theme_Keyword: Hazards Theme_Keyword: Hotspots Theme_Keyword: Economic Loss Theme_Keyword: Economic Risks Theme_Keyword: GDP Theme: Theme_Keyword_Thesaurus: EI Gateway Vocabulary Theme_Keyword: Hazards Theme: Theme_Keyword_Thesaurus: SEDAC Topic Theme_Keyword: Hazard Vulnerability Theme: Theme_Keyword_Thesaurus: Data Granularity Theme_Keyword: Continent Theme_Keyword: Global Theme: Theme_Keyword_Thesaurus: CSA-NBII Biocomplexity Theme_Keyword: Disasters Theme_Keyword: Earthquakes Theme_Keyword: Economic Conditions Theme_Keyword: Geological Hazards Theme_Keyword: Hot Spots (Geology) Theme_Keyword: Landslides Theme_Keyword: Risks Place: Place_Keyword_Thesaurus: CIESIN Location Terms, version 2.0 Place_Keyword: Region > Equatorial Place_Keyword: Global Place_Keyword: Region > Mid-Latitude Place_Keyword: Region > Polar Access_Constraints: None Use_Constraints: The Trustees of Columbia University in the City of New York, Center for Hazards and Risk Research (CHRR), and International Bank for Reconstruction and Development/The World Bank hold the copyright of this data set. Users are prohibited from any commercial, resale, or redistirbution without explicit written permission from CHRR, CIESIN, and The World Bank. Users should acknowledge CHRR, CIESIN, and The World Bank as the source used in the creation of any reports, publications, new data sets, derived products, or services resulting from the use of this data set. CHRR, CIESIN, and The World Bank request reprints of any publications and notification of any redistribution efforts. Point_of_Contact: Contact_Information: Contact_Organization_Primary: Contact_Organization: NASA Socioeconomic Data and Applications Center (SEDAC) Contact_Address: Address_Type: mailing and physical address Address: CIESIN, Columbia University, 61 Route 9W, P.O. Box 1000 City: Palisades State_or_Province: NY Postal_Code: 10964 Country: USA Contact_Voice_Telephone: +1 845-365-8920 Contact_Facsimile_Telephone: +1 845-365-8922 Contact_Electronic_Mail_Address: ciesin.info@ciesin.columbia.edu Cross_Reference: Citation_Information: Originator: Center for Hazards and Risk Research (CHRR)/Columbia University, Center for International Earth Science Information Network (CIESIN)/Columbia University, and Norwegian Geotechnical Institute (NGI) Publication_Date: 2005 Title: Global Landslide Hazard Distribution Edition: 1.00 Geospatial_Data_Presentation_Form: raster, map Publication_Information: Publication_Place: Palisades, NY Publisher: Center for Hazards and Risk Research (CHRR)/Columbia University Online_Linkage: http://sedac.ciesin.columbia.edu/data/set/ndh-landslide-hazard-distribution Larger_Work_Citation: Citation_Information: Originator: Dilley, M., R.S. Chen, U. Deichmann, A.L. Lerner-Lam, M. Arnold, J. Agwe, P. Buys, O. Kjekstad, B. Lyon, and G. Yetman Publication_Date: 20050329 Title: Natural Disaster Hotspots: A Global Risk Analysis Edition: Version 1.0 Geospatial_Data_Presentation_Form: report Series_Information: Series_Name: Disaster Risk Management Series Issue_Identification: No. 5 Publication_Information: Publication_Place: Washington, D.C. Publisher: The World Bank Cross_Reference: Citation_Information: Originator: Center for Hazards and Risk Research (CHRR)/Columbia University, Center for International Earth Science Information Network (CIESIN)/Columbia University, and International Bank for Reconstruction and Development/The World Bank Publication_Date: 2005 Title: Global Landslide Mortality Risks and Distribution Edition: 1.00 Geospatial_Data_Presentation_Form: raster, map Publication_Information: Publication_Place: Palisades, NY Publisher: Center for Hazards and Risk Research (CHRR)/Columbia University Online_Linkage: http://sedac.ciesin.columbia.edu/data/set/ndh-landslide-mortality-risks-distribution Larger_Work_Citation: Citation_Information: Originator: Dilley, M., R.S. Chen, U. Deichmann, A.L. Lerner-Lam, M. Arnold, J. Agwe, P. Buys, O. Kjekstad, B. Lyon, and G. Yetman Publication_Date: 20050329 Title: Natural Disaster Hotspots: A Global Risk Analysis Edition: Version 1.0 Geospatial_Data_Presentation_Form: report Series_Information: Series_Name: Disaster Risk Management Series Issue_Identification: No. 5 Publication_Information: Publication_Place: Washington, D.C. Publisher: The World Bank Cross_Reference: Citation_Information: Originator: Center for Hazards and Risk Research (CHRR)/Columbia University, Center for International Earth Science Information Network (CIESIN)/Columbia University, and International Bank for Reconstruction and Development/The World Bank Publication_Date: 2005 Title: Global Landslide Proportional Economic Loss Risk Deciles Edition: 1.00 Geospatial_Data_Presentation_Form: raster, map Publication_Information: Publication_Place: Palisades, NY Publisher: Center for Hazards and Risk Research (CHRR)/Columbia University Online_Linkage: http://sedac.ciesin.columbia.edu/data/set/ndh-landslide-proportional-economic-loss-risk-deciles Larger_Work_Citation: Citation_Information: Originator: Dilley, M., R.S. Chen, U. Deichmann, A.L. Lerner-Lam, M. Arnold, J. Agwe, P. Buys, O. Kjekstad, B. Lyon, and G. Yetman Publication_Date: 20050329 Title: Natural Disaster Hotspots: A Global Risk Analysis Edition: Version 1.0 Geospatial_Data_Presentation_Form: report Series_Information: Series_Name: Disaster Risk Management Series Issue_Identification: No. 5 Publication_Information: Publication_Place: Washington, D.C. Publisher: The World Bank Data_Quality_Information: Lineage: Source_Information: Source_Citation: Citation_Information: Originator: Center for Hazards and Risk Research (CHRR)/Columbia University, Center for International Earth Science Information Network (CIESIN)/Columbia University, and Norwegian Geotechnical Institute (NGI) Publication_Date: 2005 Title: Global Landslide Hazard Distribution Edition: 1.00 Geospatial_Data_Presentation_Form: raster, map Publication_Information: Publication_Place: Palisades, NY Publisher: Center for Hazards and Risk Research (CHRR)/Columbia University Online_Linkage: http://sedac.ciesin.columbia.edu/data/set/ndh-landslide-hazard-distribution Larger_Work_Citation: Citation_Information: Originator: Dilley, M., R.S. Chen, U. Deichmann, A.L. Lerner-Lam, M. Arnold, J. Agwe, P. Buys, O. Kjekstad, B. Lyon, and G. Yetman Publication_Date: 20050329 Title: Natural Disaster Hotspots: A Global Risk Analysis Edition: Version 1.0 Geospatial_Data_Presentation_Form: report Series_Information: Series_Name: Disaster Risk Management Series Issue_Identification: No. 5 Publication_Information: Publication_Place: Washington, D.C. Publisher: The World Bank Source_Time_Period_of_Content: Source_Currentness_Reference: publication date Source_Contribution: Provided global distribution of landslide hazard. Source_Information: Source_Citation: Citation_Information: Originator: Central Intelligence Agency (CIA) Title: CIA-The World Factbook Online_Linkage: https://www.cia.gov/library/publications/the-world-factbook/ Source_Time_Period_of_Content: Time_Period_Information: Single_Date/Time: Calendar_Date: 2000 Source_Currentness_Reference: publication date Source_Contribution: Provided global source of place name. Source_Information: Source_Citation: Citation_Information: Originator: International Bank for Reconstruction and Development/The World Bank Title: World Development Indicators Online_Linkage: http://www.worldbank.org/data/wdi2000 Source_Time_Period_of_Content: Time_Period_Information: Single_Date/Time: Calendar_Date: 2000 Source_Currentness_Reference: publication date Source_Contribution: Provided estimates of national Gross Domestic Product (GDP). Source_Information: Source_Citation: Citation_Information: Originator: National Geospatial-Intelligence Agency Publication_Date: 1997 Title: Vector Map Level 0 [VMAP(0)]/Digital Chart of the World Edition: Version 3 Geospatial_Data_Presentation_Form: model Publication_Information: Publication_Place: Bethesda, MD Publisher: National Geospatial-Intelligence Agency Other_Citation_Details: Formerly the National Imagery and Mapping Agency (NIMA). Online_Linkage: http://www.nga.mil Source_Time_Period_of_Content: Source_Currentness_Reference: publication date Source_Contribution: Global source for major roads and railroads. Source_Information: Source_Citation: Citation_Information: Originator: Office of U.S. Foreign Disaster Assistance (OFDA); Centre for Research on the Epidemiology of Disasters (CRED) Title: EM-DAT: The OFDA/CRED International Disaster Database Publication_Information: Publication_Place: Brussels, Belgium Publisher: Université Catholique de Louvain Online_Linkage: www.em-dat.net Source_Time_Period_of_Content: Time_Period_Information: Range_of_Dates/Times: Beginning_Date: 1981 Ending_Date: 2000 Source_Currentness_Reference: publication date Source_Contribution: Provided historical hazard-specific mortality and economic loss rates. Source_Information: Source_Citation: Citation_Information: Originator: Sachs, J., J. McArthur, A. Mellinger, and P. Yared Publication_Date: 2003 Title: Subnational GDP Variation in a Cross-Section of Countries Source_Time_Period_of_Content: Source_Currentness_Reference: publication date Source_Contribution: Provided methodology for spatially distributing national estimates of Gross Domestic Product (GDP) subnationally. Source_Information: Source_Citation: Citation_Information: Originator: U.S. Geological Survey (USGS) National Center for Earth Resources Observation and Science (EROS) Title: Global Land Cover Characterization Data Edition: Version 2.0 Geospatial_Data_Presentation_Form: raster digital data Publication_Information: Publication_Place: Sioux Falls, SD Publisher: USGS EROS Online_Linkage: http://edcdaac.usgs.gov/glcc/glcc.asp Source_Contribution: Provided global land cover data used to identify agricultural areas. Source_Information: Source_Citation: Citation_Information: Originator: Center for International Earth Science Information Network (CIESIN), Columbia Univeristy; International Food Policy Research Institute (IFPRI); World Resources Institute (WRI) Publication_Date: 2000 Title: Gridded Population of the World, Version 2 (GPWv2), Ancillary Data Edition: Version 2.0 Geospatial_Data_Presentation_Form: vector digital data Publication_Information: Publication_Place: Palisades, NY Publisher: Socioeconomic Data and Applications Center (SEDAC), Columbia University Online_Linkage: http://sedac.ciesin.columbia.edu/gpw-v2/ Source_Time_Period_of_Content: Source_Currentness_Reference: publication date Source_Contribution: Provided country boundaries for the year 2000. Source_Information: Source_Citation: Citation_Information: Originator: Center for International Earth Science Information Network (CIESIN)/Columbia University, United Nations Food and Agriculture Programme (FAO), and Centro Internacional de Agricultura Tropical (CIAT) Publication_Date: 200512 Title: Gridded Population of the World, Version 3 (GPWv3): Population Count Grid Edition: 3.00 Geospatial_Data_Presentation_Form: raster Publication_Information: Publication_Place: Palisades, NY Publisher: NASA Socioeconomic Data and Applications Center (SEDAC) Online_Linkage: http://sedac.ciesin.columbia.edu/data/set/gpw-v3-population-count Source_Time_Period_of_Content: Source_Currentness_Reference: publication date Source_Contribution: Provided year 2000 gridded global population estimates. Process_Step: Process_Description: The population per grid cell (item Pop) is based upon the population data of Gridded Population of the World, Version 3 (GPWv3). The area per grid cell (Areakm) is calculated by subtracting from the area of the grid cell those areas that are permanently inundated as identified using VMAP (0)/Digital Chart of the World. Building upon a methodology developed by Sachs et al. (2003), a Gross Domestic Product (GDP) value (US$, 2000, purchase power parity adjusted (PPP)) is estimated for each grid cell. The process begins by determining the contribution of each subnational unit to national GDP using data of varied origin. The ratio of the subnational production to the national GDP is the contribution ratio. To ensure uniformity between countries, these contribution ratios are utilized with published World Bank estimates of GDP. Once a standardized version of subnational GDP had been calculated, this value was further divided by the total population within the subnational unit. This subnational, per-person GDP value was multiplied by the grid cell population density to determine a GDP for the grid cell. Regional loss rates derived from the historical records of EM-DAT were utilized in conjecture with the vulnerability data within Global Landslide Hazard Distribution and the GDP per grid cell to assess the total economic loss risks posed by landslide hazard. Since the resultant range of economic loss risks varied widely, the natural log was taken before classifying into deciles, 10 classes of approximately an equal number of grid cells. Spatial_Data_Organization_Information: Direct_Spatial_Reference_Method: Raster Raster_Object_Information: Raster_Object_Type: Grid Cell Row_Count: 3429 Column_Count: 8633 Vertical_Count: 1 Spatial_Reference_Information: Horizontal_Coordinate_System_Definition: Geographic: Latitude_Resolution: 0.041700 Longitude_Resolution: 0.041700 Geographic_Coordinate_Units: Decimal degrees Geodetic_Model: Horizontal_Datum_Name: WGS84 Ellipsoid_Name: WGS84 Semi-major_Axis: 6378137.000000 Denominator_of_Flattening_Ratio: 298.257224 Entity_and_Attribute_Information: Detailed_Description: Entity_Type: Entity_Type_Label: gdlndgdp Attribute: Attribute_Label: Agvalue Attribute_Definition: Sum of agricultural GDP (US$, 2000) within grid cells of a specific hazard decile ranking. Agvalue is based upon the allocation of available national estimates of agricultural GDP to grid cells dependent upon the amount of agricultural land within grid cells. Agricultural land is identified using a reinterpretation of USGS Land Cover Characterization Data. As Agvalue is representative of the entire hazard decile and not the actual grid cell, this value should only be used for inter-decile comparisons at the global-scale. Attribute_Definition_Source: CIESIN Attribute: Attribute_Label: Areakm Attribute_Definition: Total of land area within grid cells of a specific hazard decile after subtracting permenantly inundated areas. Permenantly inundated areas were identified using VMAP(0) data. Attribute_Definition_Source: CIESIN Attribute: Attribute_Label: Count Attribute_Definition: Number of grid cells having given Value attribute, i.e., the number of grid cells per hazard decile. Attribute_Definition_Source: CIESIN Attribute: Attribute_Label: Gdpvalue Attribute_Definition: Sum of purchasing power parity adjusted GDP (US$, 2000) within the hazard decile ranking. This value should not be used for purposes other than inter-decile comparisons at the global-scale. Attribute_Definition_Source: CIESIN Attribute: Attribute_Label: ObjectID Attribute_Definition: Internal feature number. Attribute_Definition_Source: ESRI Attribute_Domain_Values: Unrepresentable_Domain: Sequential unique whole numbers that are automatically generated. Attribute: Attribute_Label: Pop Attribute_Definition: Total of year 2000 population for each hazard decile as determined by Gridded Population of the World, Version 3 (GPWv3). Attribute_Definition_Source: CIESIN Attribute: Attribute_Label: Transkm Attribute_Definition: Total length (km) of major roads and railroads within grid cells of a specific hazard decile. Roads and railroads were identified using VMAP(0) data. Attribute_Definition_Source: CIESIN Attribute: Attribute_Label: Value Attribute_Definition: Decile ranking of grid cells (10 is highest, greatest loss) Attribute_Definition_Source: CIESIN Distribution_Information: Distributor: Contact_Information: Contact_Organization_Primary: Contact_Organization: NASA Socioeconomic Data and Applications Center (SEDAC) Contact_Address: Address_Type: mailing and physical address Address: CIESIN, Columbia University, 61 Route 9W, P.O. Box 1000 City: Palisades State_or_Province: NY Postal_Code: 10964 Country: USA Contact_Voice_Telephone: +1 845-365-8920 Contact_Facsimile_Telephone: +1 845-365-8922 Contact_Electronic_Mail_Address: ciesin.info@ciesin.columbia.edu Resource_Description: CIESIN_CHRR_NDH_LSLIDE_TELRD Distribution_Liability: CIESIN follows procedures designed to ensure that data disseminated by CIESIN are of reasonable quality. If, despite these procedures, users encounter apparent errors or misstatements in the data, they should contact SEDAC User Services at +1 845-365-8920 or via email at ciesin.info@ciesin.columbia.edu. Neither CIESIN nor NASA verifies or guarantees the accuracy, reliability, or completeness of any data provided. CIESIN provides this data without warranty of any kind whatsoever, either expressed or implied. CIESIN shall not be liable for incidental, consequential, or special damages arising out of the use of any data provided by CIESIN. Standard_Order_Process: Ordering_Instructions: The data in American Standard Code for Information Interchange (ASCII) and dBASE (DBF) formats and a map in Portable Document Format (PDF) and Portable Network Graphics (PNG) formats are available from the NASA Socioeconomic Data and Applications Center (SEDAC). Standard_Order_Process: Digital_Form: Digital_Transfer_Information: Format_Name: ASCII, DBF File_Decompression_Technique: Unzip Digital_Transfer_Option: Online_Option: Computer_Contact_Information: Network_Address: Network_Resource_Name: http://sedac.ciesin.columbia.edu/data/set/ndh-landslide-total-economic-loss-risk-deciles/data-download Access_Instructions: Data accessible via FTP. Digital_Form: Digital_Transfer_Information: Format_Name: PDF, PNG Digital_Transfer_Option: Online_Option: Computer_Contact_Information: Network_Address: Network_Resource_Name: http://sedac.ciesin.columbia.edu/data/set/ndh-landslide-total-economic-loss-risk-deciles/maps Access_Instructions: Maps accessible via direct download. Available_Time_Period: Time_Period_Information: Single_Date/Time: Calendar_Date: 2005 Metadata_Reference_Information: Metadata_Date: 20051006 Metadata_Review_Date: 20130228 Metadata_Future_Review_Date: 20140228 Metadata_Contact: Contact_Information: Contact_Organization_Primary: Contact_Organization: Center for International Earth Science Information Network (CIESIN) Metadata Administration Contact_Address: Address_Type: mailing and physical address Address: CIESIN, Columbia University, 61 Route 9W, P.O. Box 1000 City: Palisades State_or_Province: NY Postal_Code: 10964 Country: USA Contact_Voice_Telephone: +1 845-365-8988 Contact_Facsimile_Telephone: +1 845-365-8922 Contact_Electronic_Mail_Address: metadata@ciesin.columbia.edu Metadata_Standard_Name: FGDC Content Standards for Digital Geospatial Metadata Metadata_Standard_Version: FGDC-STD-001-1998 Metadata_Time_Convention: local time