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Land Use and Land Cover (LULC)

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  • Collection Overview
  • Data Sets (6)
    • Global Development Potential Indices, v1 (2016)
    • Central American Vegetation/Land Cover Classification and Conservation Status, v1 (1992 – 1993)
    • Development Threat Index, v1 (2015)
    • Global Grid of Probabilities of Urban Expansion to 2030, v1 (2000 – 2030)
    • Global Human Modification of Terrestrial Systems, v1 (2016)
    • Global Mangrove Forests Distribution, v1 (2000)
  • Map Gallery (29)
  • Map Services (13)
  • Citations

Global Development Potential Indices, v1 (2016)

  • Set Overview
  • Data Download
  • Maps
  • Documentation
  • Metadata

Browse Metadata

Identification Data Quality Spatial Data Organization Spatial Reference Entity and Attribute Distribution Metadata Reference File Formats: XML, HTML, Text

Identification Information:

Citation:
Citation Information:
Originator: Oakleaf, J. R., C. M. Kennedy, S. Baruch-Mordo, J. S. Gerber, P. C. West, J. A. Johnson, and J. Kiesecker
Publication Date: 20200326
Publication Time:
Title:
Global Development Potential Indices
Edition: 1.00
Geospatial Data Presentation Form: raster, map, map service
Series Information:
Series Name:
Issue Identification:
Publication Information:
Publication Place: Palisades, NY
Publisher: NASA Socioeconomic Data and Applications Center (SEDAC)
Other Citation Details:
Online Linkage: https://doi.org/10.7927/k9t6-gh59
Larger Work Citation:
Citation Information:
Originator: Oakleaf, J. R., C. M. Kennedy, S. Baruch-Mordo, J. S. Gerber, P. C. West, J. A. Johnson, and J. Kiesecker
Publication Date: 20190627
Publication Time:
Title:
Mapping Global Development Potential for Renewable Energy, Fossil Fuels, Mining and Agriculture Sectors
Edition:
Geospatial Data Presentation Form: journal article
Series Information:
Series Name: Scientific Data
Issue Identification: 6 (101): 1-17
Publication Information:
Publication Place:
Publisher:
Other Citation Details:
Online Linkage: https://doi.org/10.1038/s41597-019-0084-8
Larger Work Citation:
Citation Information:
Originator:
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Title:
Edition:
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Description:
Abstract:
The Global Development Potential Indices (DPIs) data set contains thirteen sector-level DPIs for sectors related to renewable energy (concentrated solar power, photovoltaic solar, wind, hydropower), fossil fuels (coal, conventional and unconventional oil and gas), mining (metallic, non-metallic), and agriculture (crop, biofuels expansion). The DPI for each sector represents land suitability that accounts for both resource potential and development feasibility. Each DPI is a 1-km spatially-explicit, global land suitability map that has been validated using locations of current and planned development, and examined for uncertainty and sensitivity. The DPIs can be used to identify lands with current favorable economic and physical conditions for individual sector expansion and assist in planning for sector and cumulative development across the globe.
Purpose:
To provide spatially-explicit data that relatively rank global land suitability referred to as Development Potential Indices (DPIs) for 13 sectors related to renewable energy, fossil fuels, mining and agriculture as an aid to conservation priority setting.
Supplemental Information:
Time Period of Content:
Time Period Information:
Range of Dates/Times:
Beginning Date: 20160101
Beginning Time:
Ending Date: 20161231
Ending Time:
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: 85.000000
South Bounding Coordinate: -60.000000
Data Set G-Polygon:
Data Set G-Polygon Outer G-Ring:
G-Ring:
Data Set G-Polygon Exclusion G-Ring:
G-Ring:
Keywords:
Theme:
Theme Keyword Thesaurus: SEDAC Theme
Theme Keyword: Agriculture
Theme Keyword: Climate
Theme Keyword: Conservation
Theme Keyword: Governance
Theme Keyword: Hazards
Theme Keyword: Health
Theme Keyword: Infrastructure
Theme Keyword: Land Use
Theme Keyword: Population
Theme Keyword: Poverty
Theme Keyword: Remote Sensing
Theme Keyword: Sustainability
Theme Keyword: Urban
Theme:
Theme Keyword Thesaurus: Data Granularity
Theme Keyword: Global
Theme:
Theme Keyword Thesaurus: ISO Topic
Theme Keyword: Geoscientific Information
Theme:
Theme Keyword Thesaurus: GCMD Science Keywords, Version 8.6
Theme Keyword: EARTH SCIENCE > HUMAN DIMENTSIONS > ENVIRONMENTAL IMPACTS
Place:
Place Keyword Thesaurus: CIESIN Location Terms, Version 3.1
Place Keyword: Global
Stratum:
Stratum Keyword Thesaurus:
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Temporal:
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Temporal Keyword:
Access Constraints: None
Use Constraints:
This work is licensed under the Creative Commons Attribution 4.0 International License (https://creativecommons.org/licenses/by/4.0). Users are free to use, copy, distribute, transmit, and adapt the work for commercial and non-commercial purposes, without restriction, as long as clear attribution of the source is provided.
Point of Contact:
Contact Information:
Contact Organization Primary:
Contact Organization: NASA Socioeconomic Data and Applications Center (SEDAC)
Contact Person:
Contact Position:
Contact Address:
Address Type: mailing and physical address
Address:
CIESIN, Columbia University, 61 Route 9W, P.O. Box 1000
City: Palisades
State or Province: New York
Postal Code: 10964
Country: USA
Contact Voice Telephone: +1 845-365-8920
Contact TDD/TTY Telephone:
Contact Facsimile Telephone: +1 845-365-8922
Contact Electronic Mail Address: ciesin.info@ciesin.columbia.edu
Hours of Service:
Contact Instructions:
Browse Graphic:
Browse Graphic File Name: https://sedac.ciesin.columbia.edu/downloads/maps/lulc/lulc-development-potential-indices/lulc-development-potential-indices-bio-thumbnail.jpg
Browse Graphic File Description:
Global Development Potential Indices
Browse Graphic File Type: JPEG
Data Set Credit:
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Data Quality Information:

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Cloud Cover:
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Spatial Data Organization Information:

Indirect Spatial Reference Method:
Direct Spatial Reference Method: Raster
Raster Object Information:
Raster Object Type: Grid Cell
Row Count: 15107
Column Count: 37504
Vertical Count: 1
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Spatial Reference Information:

Horizontal Coordinate System Definition:
Geographic:
Latitude Resolution: 30.000000
Longitude Resolution: 30.000000
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
Vertical Coordinate System Definition:
Altitude System Definition:
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Entity and Attribute Information:

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Distribution Information:

Distributor:
Contact Information:
Contact Organization Primary:
Contact Organization: NASA Socioeconomic Data and Applications Center (SEDAC)
Contact Person:
Contact Position:
Contact Address:
Address Type: mailing and physical address
Address:
CIESIN, Columbia University, 61 Route 9W, P.O. Box 1000
City: Palisades
State or Province: New York
Postal Code: 10964
Country: USA
Contact Voice Telephone: +1 845-365-8920
Contact TDD/TTY Telephone:
Contact Facsimile Telephone: +1 845-365-8922
Contact Electronic Mail Address: ciesin.info@ciesin.columbia.edu
Hours of Service:
Contact Instructions:
Resource Description: CIESIN_SEDAC_LULC_DPI
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:
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Fees: 0
Ordering Instructions:
The data in Georeferenced Tagged Image File Format (.tif) in both Geographic and Molweide Projections; the maps in Portable Document Format (.pdf), and Portable Network Graphics (.png) formats; and the web map services are available from the NASA Socioeconomic Data and Applications Center (SEDAC).
Turnaround:
Standard Order Process:
Digital Form:
Digital Transfer Information:
Format Name: GeoTIFF
Format Version Number:
Format Specification:
Format Information Content:
File Decompression Technique: Unzip
Transfer Size:
Digital Transfer Option:
Online Option:
Computer Contact Information:
Network Address:
Network Resource Name: https://sedac.ciesin.columbia.edu/data/set/lulc-development-potential-indices/data-download
Access Instructions:
Data accessible via the data set landing page.
Online Computer and Operating System:
Digital Form:
Digital Transfer Information:
Format Name: PDF
Format Version Number:
Format Specification:
Format Information Content:
File Decompression Technique:
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Digital Transfer Option:
Online Option:
Computer Contact Information:
Network Address:
Network Resource Name: https://sedac.ciesin.columbia.edu/data/set/lulc-development-potential-indices/maps
Access Instructions:
Maps accessible via the data set landing page.
Online Computer and Operating System:
Digital Form:
Digital Transfer Information:
Format Name: PNG
Format Version Number:
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Digital Transfer Option:
Online Option:
Computer Contact Information:
Network Address:
Network Resource Name: https://sedac.ciesin.columbia.edu/data/set/lulc-development-potential-indices/maps
Access Instructions:
Maps accessible via the data set landing page.
Online Computer and Operating System:
Digital Form:
Digital Transfer Information:
Format Name: WMS
Format Version Number:
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File Decompression Technique:
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Digital Transfer Option:
Online Option:
Computer Contact Information:
Network Address:
Network Resource Name: https://sedac.ciesin.columbia.edu/data/set/lulc-development-potential-indices/maps/services
Access Instructions:
Web Map Services accessible via the data set landing page.
Online Computer and Operating System:
Fees:
Ordering Instructions:
Turnaround:
Custom Order Process:
Technical Prerequisites:
Available Time Period:
Time Period Information:
Range of Dates/Times:
Beginning Date: 20200326
Beginning Time:
Ending Date: Present
Ending Time:
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Metadata Reference Information:

Metadata Date: 20191014
Metadata Review Date: 20220414
Metadata Future Review Date:
Metadata Contact:
Contact Information:
Contact Organization Primary:
Contact Organization: Center for International Earth Science Information Network (CIESIN) Metadata Administration
Contact Person:
Contact Position:
Contact Address:
Address Type: mailing and physical address
Address:
CIESIN, Columbia University, 61 Route 9W, P.O. Box 1000
City: Palisades
State or Province: New York
Postal Code: 10964
Country: USA
Contact Voice Telephone: +1 845-365-8988
Contact TDD/TTY Telephone:
Contact Facsimile Telephone: +1 845-365-8922
Contact Electronic Mail Address: metadata@ciesin.columbia.edu
Hours of Service:
Contact Instructions:
Metadata Standard Name: FGDC Content Standards for Digital Geospatial Metadata
Metadata Standard Version: FGDC-STD-001-1998
Metadata Time Convention: local time
Metadata Access Constraints:
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