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Global Change Master Directory (GCMD)
Global Human Built-up And Settlement Extent (HBASE) Dataset From Landsat
Entry ID: CIESIN_SEDAC_ULANDSAT_HBASE_V1_1.0


Summary
Abstract: The Global Human Built-up And Settlement Extent (HBASE) Dataset from Landsat is a global map of HBASE derived from the Global Land Survey (GLS) Landsat dataset for the target year 2010. The HBASE dataset consists of two layers: 1) the HBASE mask; and 2) the pixel-wise probability of HBASE. These layers are co-registered to the same spatial extent at a common 30m spatial resolution. The spatial extent covers the entire globe except Antarctica and some small islands. This dataset is one of the first global, 30m datasets of urban extent to be derived from the GLS data for 2010 and is a companion dataset to the Global Man-made Impervious Surface (GMIS) dataset. The HBASE mask was created for post-processing of the GMIS dataset, but can also be utilized by users needing a binary map. The dataset is expected to have a rather broad spectrum of users, from those wishing to examine/study the fine details of urban land cover over the globe at full 30m resolution to global modelers trying to understand the climate/environmental impacts of man-made surfaces at continental to global scales. For example, the data are applicable to local modeling studies of urban impacts on the energy, water, and carbon cycles, as well as analyses at the individual country level.

Purpose: To provide high spatial resolution estimates of global urban extent derived from global 30m Landsat satellite data for the target year 2010 and a companion dataset to the Global Man-made Impervious Surface (GMIS) dataset.

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Geographic Coverage
 N: 82.79 S: -58.35  E: 180.0  W: -180.0

Data Set Citation
Dataset Creator: Wang, P., C. Huang, E. C. Brown de Colstoun, J. C. Tilton, and B. Tan
Dataset Title: Global Human Built-up And Settlement Extent (HBASE) Dataset From Landsat
Dataset Release Date: 2017-12-06T00:00:00.000Z
Dataset Release Place: Palisades, NY
Dataset Publisher: NASA Socioeconomic Data and Applications Center (SEDAC)
Version: 1.0
Online Resource: https://doi.org/10.7927/H4DN434S


Temporal Coverage
Start Date: 2010-01-01
Stop Date: 2010-12-31


Location Keywords
CONTINENT > ASIA > SOUTHCENTRAL ASIA > AFGHANISTAN
CONTINENT > EUROPE > SOUTHERN EUROPE > ALBANIA
CONTINENT > AFRICA > NORTHERN AFRICA > ALGERIA
OCEAN > PACIFIC OCEAN > CENTRAL PACIFIC OCEAN > AMERICAN SAMOA
CONTINENT > EUROPE > SOUTHERN EUROPE > ANDORRA
CONTINENT > AFRICA > CENTRAL AFRICA > ANGOLA
OCEAN > ATLANTIC OCEAN > NORTH ATLANTIC OCEAN > CARIBBEAN SEA > ANGUILLA
OCEAN > ATLANTIC OCEAN > NORTH ATLANTIC OCEAN > CARIBBEAN SEA > ANTIGUA AND BARBUDA
CONTINENT > SOUTH AMERICA > ARGENTINA
CONTINENT > ASIA > WESTERN ASIA > ARMENIA
OCEAN > ATLANTIC OCEAN > NORTH ATLANTIC OCEAN > CARIBBEAN SEA > ARUBA
CONTINENT > ASIA
CONTINENT > AUSTRALIA/NEW ZEALAND > AUSTRALIA
CONTINENT > EUROPE > WESTERN EUROPE > AUSTRIA
CONTINENT > ASIA > WESTERN ASIA > AZERBAIJAN
OCEAN > ATLANTIC OCEAN > NORTH ATLANTIC OCEAN > CARIBBEAN SEA > BAHAMAS
CONTINENT > ASIA > WESTERN ASIA > MIDDLE EAST > BAHRAIN
CONTINENT > ASIA > SOUTHCENTRAL ASIA > BANGLADESH
OCEAN > ATLANTIC OCEAN > NORTH ATLANTIC OCEAN > CARIBBEAN SEA > BARBADOS
CONTINENT > EUROPE > EASTERN EUROPE > BELARUS
CONTINENT > EUROPE > WESTERN EUROPE > BELGIUM
CONTINENT > NORTH AMERICA > CENTRAL AMERICA > BELIZE
CONTINENT > AFRICA > WESTERN AFRICA > BENIN
OCEAN > ATLANTIC OCEAN > NORTH ATLANTIC OCEAN > BERMUDA
CONTINENT > ASIA > SOUTHCENTRAL ASIA > BHUTAN
CONTINENT > SOUTH AMERICA > BOLIVIA
CONTINENT > EUROPE > SOUTHERN EUROPE > BOSNIA AND HERZEGOVINA
CONTINENT > AFRICA > SOUTHERN AFRICA > BOTSWANA
CONTINENT > SOUTH AMERICA > BRAZIL
OCEAN > INDIAN OCEAN > BRUNEI
CONTINENT > EUROPE > EASTERN EUROPE > BULGARIA
CONTINENT > AFRICA > WESTERN AFRICA > BURKINA FASO
CONTINENT > AFRICA > EASTERN AFRICA > BURUNDI
CONTINENT > ASIA > SOUTHEASTERN ASIA > CAMBODIA
CONTINENT > AFRICA > CENTRAL AFRICA > CAMEROON
CONTINENT > NORTH AMERICA > CANADA
OCEAN > ATLANTIC OCEAN > NORTH ATLANTIC OCEAN > CAPE VERDE
OCEAN > ATLANTIC OCEAN > NORTH ATLANTIC OCEAN > CARIBBEAN SEA > CARIBBEAN
OCEAN > ATLANTIC OCEAN > NORTH ATLANTIC OCEAN > CARIBBEAN SEA > CAYMAN ISLANDS
CONTINENT > AFRICA > CENTRAL AFRICA > CENTRAL AFRICAN REPUBLIC
CONTINENT > NORTH AMERICA > CENTRAL AMERICA
CONTINENT > AFRICA > CENTRAL AFRICA > CHAD
CONTINENT > SOUTH AMERICA > CHILE
CONTINENT > ASIA > EASTERN ASIA > CHINA
CONTINENT > SOUTH AMERICA > COLOMBIA
OCEAN > INDIAN OCEAN > COMOROS
OCEAN > PACIFIC OCEAN > SOUTH PACIFIC OCEAN > POLYNESIA > COOK ISLANDS
CONTINENT > NORTH AMERICA > CENTRAL AMERICA > COSTA RICA
CONTINENT > AFRICA > WESTERN AFRICA > COTE D'IVOIRE
CONTINENT > EUROPE > SOUTHERN EUROPE > CROATIA
OCEAN > ATLANTIC OCEAN > NORTH ATLANTIC OCEAN > CARIBBEAN SEA > CUBA
OCEAN > ATLANTIC OCEAN > NORTH ATLANTIC OCEAN > CARIBBEAN SEA > CURACAO
OCEAN > ATLANTIC OCEAN > NORTH ATLANTIC OCEAN > MEDITERRANEAN SEA > CYPRUS
CONTINENT > EUROPE > EASTERN EUROPE > CZECH REPUBLIC
CONTINENT > EUROPE > NORTHERN EUROPE > SCANDINAVIA > DENMARK
CONTINENT > AFRICA > EASTERN AFRICA > DJIBOUTI
OCEAN > ATLANTIC OCEAN > NORTH ATLANTIC OCEAN > CARIBBEAN SEA > DOMINICA
OCEAN > ATLANTIC OCEAN > NORTH ATLANTIC OCEAN > CARIBBEAN SEA > DOMINICAN REPUBLIC
CONTINENT > SOUTH AMERICA > ECUADOR
CONTINENT > AFRICA > NORTHERN AFRICA > EGYPT
CONTINENT > NORTH AMERICA > CENTRAL AMERICA > EL SALVADOR
CONTINENT > AFRICA > CENTRAL AFRICA > EQUATORIAL GUINEA
CONTINENT > AFRICA > EASTERN AFRICA > ERITREA
CONTINENT > EUROPE > NORTHERN EUROPE > ESTONIA
CONTINENT > AFRICA > EASTERN AFRICA > ETHIOPIA
CONTINENT > EUROPE
OCEAN > ATLANTIC OCEAN > NORTH ATLANTIC OCEAN > NORWEGIAN SEA > FAEROE ISLANDS
OCEAN > ATLANTIC OCEAN > SOUTH ATLANTIC OCEAN > FALKLAND ISLANDS
OCEAN > PACIFIC OCEAN > SOUTH PACIFIC OCEAN > POLYNESIA > FIJI
CONTINENT > EUROPE > NORTHERN EUROPE > SCANDINAVIA > FINLAND
CONTINENT > EUROPE > WESTERN EUROPE > FRANCE
CONTINENT > SOUTH AMERICA > FRENCH GUIANA
OCEAN > PACIFIC OCEAN > SOUTH PACIFIC OCEAN > POLYNESIA > FRENCH POLYNESIA
CONTINENT > AFRICA > CENTRAL AFRICA > GABON
CONTINENT > AFRICA > WESTERN AFRICA > GAMBIA
CONTINENT > EUROPE > WESTERN EUROPE > GERMANY
CONTINENT > AFRICA > WESTERN AFRICA > GHANA
CONTINENT > EUROPE > SOUTHERN EUROPE > SPAIN > GIBRALTAR
GEOGRAPHIC REGION > GLOBAL
CONTINENT > EUROPE > SOUTHERN EUROPE > GREECE
CONTINENT > NORTH AMERICA > GREENLAND
OCEAN > ATLANTIC OCEAN > NORTH ATLANTIC OCEAN > CARIBBEAN SEA > GRENADA
OCEAN > ATLANTIC OCEAN > NORTH ATLANTIC OCEAN > CARIBBEAN SEA > GUADELOUPE
OCEAN > PACIFIC OCEAN > WESTERN PACIFIC OCEAN > MICRONESIA > GUAM
CONTINENT > NORTH AMERICA > CENTRAL AMERICA > GUATEMALA
CONTINENT > AFRICA > WESTERN AFRICA > GUINEA
CONTINENT > AFRICA > WESTERN AFRICA > GUINEA-BISSAU
CONTINENT > SOUTH AMERICA > GUYANA
OCEAN > ATLANTIC OCEAN > NORTH ATLANTIC OCEAN > CARIBBEAN SEA > HAITI
CONTINENT > NORTH AMERICA > CENTRAL AMERICA > HONDURAS
CONTINENT > ASIA > EASTERN ASIA > CHINA > HONG KONG
CONTINENT > EUROPE > EASTERN EUROPE > HUNGARY
CONTINENT > EUROPE > NORTHERN EUROPE > ICELAND
CONTINENT > ASIA > SOUTHCENTRAL ASIA > INDIA
OCEAN > INDIAN OCEAN > INDONESIA
CONTINENT > ASIA > SOUTHCENTRAL ASIA > IRAN
CONTINENT > ASIA > WESTERN ASIA > MIDDLE EAST > IRAQ
CONTINENT > EUROPE > NORTHERN EUROPE > BRITISH ISLES > IRELAND
OCEAN > ATLANTIC OCEAN > NORTH ATLANTIC OCEAN > IRISH SEA > ISLE OF MAN
CONTINENT > ASIA > WESTERN ASIA > MIDDLE EAST > ISRAEL
CONTINENT > EUROPE > SOUTHERN EUROPE > ITALY
OCEAN > ATLANTIC OCEAN > NORTH ATLANTIC OCEAN > CARIBBEAN SEA > JAMAICA
CONTINENT > ASIA > EASTERN ASIA > JAPAN
CONTINENT > ASIA > WESTERN ASIA > MIDDLE EAST > JORDAN
CONTINENT > ASIA > SOUTHCENTRAL ASIA > KAZAKHSTAN
CONTINENT > AFRICA > EASTERN AFRICA > KENYA
OCEAN > PACIFIC OCEAN > CENTRAL PACIFIC OCEAN > KIRIBATI
CONTINENT > EUROPE > SOUTHERN EUROPE > SERBIA > KOSOVO
CONTINENT > ASIA > WESTERN ASIA > MIDDLE EAST > KUWAIT
CONTINENT > ASIA > SOUTHCENTRAL ASIA > KYRGYZSTAN
CONTINENT > EUROPE > NORTHERN EUROPE > LATVIA
CONTINENT > ASIA > WESTERN ASIA > MIDDLE EAST > LEBANON
CONTINENT > AFRICA > SOUTHERN AFRICA > LESOTHO
CONTINENT > AFRICA > WESTERN AFRICA > LIBERIA
CONTINENT > AFRICA > NORTHERN AFRICA > LIBYA
CONTINENT > EUROPE > WESTERN EUROPE > LIECHTENSTEIN
CONTINENT > EUROPE > NORTHERN EUROPE > LITHUANIA
CONTINENT > EUROPE > WESTERN EUROPE > LUXEMBOURG
CONTINENT > ASIA > EASTERN ASIA > CHINA > MACAU
CONTINENT > EUROPE > SOUTHERN EUROPE > MACEDONIA
OCEAN > INDIAN OCEAN > MADAGASCAR
CONTINENT > AFRICA > EASTERN AFRICA > MALAWI
OCEAN > INDIAN OCEAN > MALAYSIA
OCEAN > INDIAN OCEAN > MALDIVES
CONTINENT > AFRICA > WESTERN AFRICA > MALI
OCEAN > ATLANTIC OCEAN > NORTH ATLANTIC OCEAN > MEDITERRANEAN SEA > MALTA
OCEAN > PACIFIC OCEAN > WESTERN PACIFIC OCEAN > MICRONESIA > MARSHALL ISLANDS
OCEAN > ATLANTIC OCEAN > NORTH ATLANTIC OCEAN > CARIBBEAN SEA > MARTINIQUE
CONTINENT > AFRICA > WESTERN AFRICA > MAURITANIA
OCEAN > INDIAN OCEAN > MAURITIUS
OCEAN > INDIAN OCEAN > MAYOTTE
CONTINENT > NORTH AMERICA > MEXICO
OCEAN > PACIFIC OCEAN > WESTERN PACIFIC OCEAN > MICRONESIA
CONTINENT > ASIA > WESTERN ASIA > MIDDLE EAST
CONTINENT > EUROPE > EASTERN EUROPE > MOLDOVA
CONTINENT > EUROPE > WESTERN EUROPE > MONACO
CONTINENT > ASIA > EASTERN ASIA > MONGOLIA
OCEAN > ATLANTIC OCEAN > NORTH ATLANTIC OCEAN > CARIBBEAN SEA > MONTSERRAT
CONTINENT > AFRICA > NORTHERN AFRICA > MOROCCO
CONTINENT > AFRICA > EASTERN AFRICA > MOZAMBIQUE
CONTINENT > AFRICA > SOUTHERN AFRICA > NAMIBIA
OCEAN > PACIFIC OCEAN > WESTERN PACIFIC OCEAN > MICRONESIA > NAURU
CONTINENT > ASIA > SOUTHCENTRAL ASIA > NEPAL
CONTINENT > EUROPE > WESTERN EUROPE > NETHERLANDS
OCEAN > PACIFIC OCEAN > SOUTH PACIFIC OCEAN > MELANESIA > NEW CALEDONIA
CONTINENT > AUSTRALIA/NEW ZEALAND > NEW ZEALAND
CONTINENT > NORTH AMERICA > CENTRAL AMERICA > NICARAGUA
CONTINENT > AFRICA > WESTERN AFRICA > NIGER
CONTINENT > AFRICA > WESTERN AFRICA > NIGERIA
OCEAN > PACIFIC OCEAN > WESTERN PACIFIC OCEAN > MICRONESIA > NORTHERN MARIANA ISLANDS
CONTINENT > ASIA > EASTERN ASIA > NORTH KOREA
CONTINENT > EUROPE > NORTHERN EUROPE > SCANDINAVIA > NORWAY
CONTINENT > ASIA > WESTERN ASIA > MIDDLE EAST > OMAN
CONTINENT > ASIA > SOUTHCENTRAL ASIA > PAKISTAN
OCEAN > PACIFIC OCEAN > WESTERN PACIFIC OCEAN > MICRONESIA > PALAU
CONTINENT > ASIA > WESTERN ASIA > MIDDLE EAST > PALESTINE
CONTINENT > NORTH AMERICA > CENTRAL AMERICA > PANAMA
OCEAN > PACIFIC OCEAN > SOUTH PACIFIC OCEAN > MELANESIA > PAPUA NEW GUINEA
CONTINENT > SOUTH AMERICA > PARAGUAY
CONTINENT > SOUTH AMERICA > PERU
OCEAN > PACIFIC OCEAN > WESTERN PACIFIC OCEAN > PHILIPPINES
OCEAN > PACIFIC OCEAN > SOUTH PACIFIC OCEAN > POLYNESIA > PITCAIRN ISLANDS
CONTINENT > EUROPE > EASTERN EUROPE > POLAND
CONTINENT > EUROPE > WESTERN EUROPE > PORTUGAL
OCEAN > ATLANTIC OCEAN > NORTH ATLANTIC OCEAN > CARIBBEAN SEA > PUERTO RICO
CONTINENT > ASIA > WESTERN ASIA > MIDDLE EAST > QATAR
OCEAN > INDIAN OCEAN > REUNION
CONTINENT > EUROPE > EASTERN EUROPE > ROMANIA
CONTINENT > AFRICA > EASTERN AFRICA > RWANDA
OCEAN > PACIFIC OCEAN > SOUTH PACIFIC OCEAN > POLYNESIA > SAMOA
CONTINENT > EUROPE > SOUTHERN EUROPE > SAN MARINO
OCEAN > ATLANTIC OCEAN > SOUTH ATLANTIC OCEAN > SAO TOME AND PRINCIPE
CONTINENT > ASIA > WESTERN ASIA > MIDDLE EAST > SAUDI ARABIA
CONTINENT > AFRICA > WESTERN AFRICA > SENEGAL
OCEAN > INDIAN OCEAN > SEYCHELLES
CONTINENT > AFRICA > WESTERN AFRICA > SIERRA LEONE
OCEAN > INDIAN OCEAN > SINGAPORE
CONTINENT > EUROPE > EASTERN EUROPE > SLOVAKIA
CONTINENT > EUROPE > SOUTHERN EUROPE > SLOVENIA
OCEAN > PACIFIC OCEAN > SOUTH PACIFIC OCEAN > MELANESIA > SOLOMON ISLANDS
CONTINENT > AFRICA > EASTERN AFRICA > SOMALIA
CONTINENT > AFRICA > SOUTHERN AFRICA > SOUTH AFRICA
CONTINENT > ASIA > EASTERN ASIA > SOUTH KOREA
CONTINENT > EUROPE > SOUTHERN EUROPE > SPAIN
OCEAN > INDIAN OCEAN > SRI LANKA
CONTINENT > EUROPE > SOUTHERN EUROPE > SERBIA
OCEAN > ATLANTIC OCEAN > NORTH ATLANTIC OCEAN > CARIBBEAN SEA > ST BARTHELEMY
OCEAN > ATLANTIC OCEAN > SOUTH ATLANTIC OCEAN > ST HELENA
OCEAN > ATLANTIC OCEAN > NORTH ATLANTIC OCEAN > CARIBBEAN SEA > ST KITTS AND NEVIS
OCEAN > ATLANTIC OCEAN > NORTH ATLANTIC OCEAN > CARIBBEAN SEA > ST LUCIA
OCEAN > ATLANTIC OCEAN > NORTH ATLANTIC OCEAN > CARIBBEAN SEA > ST MAARTEN
OCEAN > ATLANTIC OCEAN > NORTH ATLANTIC OCEAN > CARIBBEAN SEA > ST MARTIN
OCEAN > ATLANTIC OCEAN > NORTH ATLANTIC OCEAN > ST PIERRE AND MIQUELON
OCEAN > ATLANTIC OCEAN > NORTH ATLANTIC OCEAN > CARIBBEAN SEA > ST VINCENT AND THE GRENADINES
CONTINENT > AFRICA > NORTHERN AFRICA > SUDAN
CONTINENT > SOUTH AMERICA > SURINAME
CONTINENT > AFRICA > SOUTHERN AFRICA > SWAZILAND
CONTINENT > EUROPE > NORTHERN EUROPE > SCANDINAVIA > SWEDEN
CONTINENT > EUROPE > WESTERN EUROPE > SWITZERLAND
CONTINENT > ASIA > EASTERN ASIA > TAIWAN
CONTINENT > ASIA > SOUTHCENTRAL ASIA > TAJIKISTAN
CONTINENT > AFRICA > EASTERN AFRICA > TANZANIA
CONTINENT > ASIA > SOUTHEASTERN ASIA > THAILAND
CONTINENT > AFRICA > WESTERN AFRICA > TOGO
OCEAN > PACIFIC OCEAN > SOUTH PACIFIC OCEAN > POLYNESIA > TOKELAU
OCEAN > PACIFIC OCEAN > SOUTH PACIFIC OCEAN > POLYNESIA > TONGA
OCEAN > ATLANTIC OCEAN > NORTH ATLANTIC OCEAN > CARIBBEAN SEA > TRINIDAD AND TOBAGO
CONTINENT > AFRICA > NORTHERN AFRICA > TUNISIA
CONTINENT > ASIA > WESTERN ASIA > TURKEY
CONTINENT > ASIA > SOUTHCENTRAL ASIA > TURKMENISTAN
OCEAN > ATLANTIC OCEAN > NORTH ATLANTIC OCEAN > CARIBBEAN SEA > TURKS AND CAICOS ISLANDS
OCEAN > PACIFIC OCEAN > SOUTH PACIFIC OCEAN > POLYNESIA > TUVALU
CONTINENT > AFRICA > EASTERN AFRICA > UGANDA
CONTINENT > EUROPE > EASTERN EUROPE > UKRAINE
CONTINENT > ASIA > WESTERN ASIA > MIDDLE EAST > UNITED ARAB EMIRATES
CONTINENT > EUROPE > NORTHERN EUROPE > BRITISH ISLES > UNITED KINGDOM
CONTINENT > NORTH AMERICA > UNITED STATES OF AMERICA
CONTINENT > SOUTH AMERICA > URUGUAY
CONTINENT > ASIA > SOUTHCENTRAL ASIA > UZBEKISTAN
OCEAN > PACIFIC OCEAN > SOUTH PACIFIC OCEAN > MELANESIA > VANUATU
CONTINENT > EUROPE > SOUTHERN EUROPE > VATICAN CITY
CONTINENT > SOUTH AMERICA > VENEZUELA
CONTINENT > ASIA > SOUTHEASTERN ASIA > VIETNAM
OCEAN > ATLANTIC OCEAN > NORTH ATLANTIC OCEAN > CARIBBEAN SEA > VIRGIN ISLANDS
OCEAN > PACIFIC OCEAN > SOUTH PACIFIC OCEAN > POLYNESIA > WALLIS AND FUTUNA ISLANDS
CONTINENT > ASIA > WESTERN ASIA > MIDDLE EAST > YEMEN
CONTINENT > AFRICA > EASTERN AFRICA > ZAMBIA
CONTINENT > AFRICA > EASTERN AFRICA > ZIMBABWE


Science Keywords
HUMAN DIMENSIONS >HABITAT CONVERSION/FRAGMENTATION >URBANIZATION/URBAN SPRAWL    [Definition]
HUMAN DIMENSIONS >HUMAN SETTLEMENTS    [Definition]


Platform
LANDSAT    [Information]
MODELS


Instrument
TM >Thematic Mapper    [Information]
ETM+ >Enhanced Thematic Mapper Plus    [Information]
Computer >Computer


Project
ULANDSAT >Global High Resolution Urban Data from Landsat


Access Constraints
None


Use Constraints
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.


Data Set Progress
COMPLETE


Data Center
Socioeconomic Data and Applications Center    [Information]
Data Center URL: https://sedac.ciesin.columbia.edu/

Data Center Personnel
Name: SEDAC USER SERVICES
Phone: +1 845-365-8920
Fax: +1 845-365-8922
Email: ciesin.info at ciesin.columbia.edu
Contact Address:
61 Route 9W, P.O. Box 1000
City: Palisades
Province or State: NY
Postal Code: 10964
Country: USA


Personnel
CIESIN METADATA ADMINISTRATION
Role: METADATA AUTHOR
Phone: +1 845-365-8988
Fax: +1 845-365-8922
Email: metadata at ciesin.columbia.edu
Contact Address:
61 Route 9W, P.O. Box 1000
City: Palisades
Province or State: New York
Postal Code: 10964
Country: USA


SEDAC USER SERVICES
Role: TECHNICAL CONTACT
Phone: +1 845-365-8920
Fax: +1 845-365-8922
Email: ciesin.info at ciesin.columbia.edu
Contact Address:
61 Route 9W, P.O. Box 1000
City: Palisades
Province or State: New York
Postal Code: 10964
Country: USA


Publications/References
Center for International Earth Science Information Network - CIESIN - Columbia University (2017-12-06T00:00:00.000Z), Documentation for the Global Human Built-up And Settlement Extent (HBASE) Dataset From Landsat, NASA Socioeconomic Data and Applications Center (SEDAC), Palisades, NY, doi:10.7927/H48W3BCM, https://doi.org/10.7927/H48W3BCM

Center for International Earth Science Information Network - CIESIN - Columbia University (2017-12-06T00:00:00.000Z), Global Man-made Impervious Surface (GMIS) Dataset From Landsat, NASA Socioeconomic Data and Applications Center (SEDAC), Palisades, NY, doi:10.7927/H4P55KKF, https://doi.org/10.7927/H4P55KKF
Extended Metadata Properties
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Creation and Review Dates
DIF Creation Date: 2017-12-18
Last DIF Revision Date: 2019-04-12



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