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1. Damage Assessment in Capultitlan, Federal State, Mexico

2017. United Nations Operational Satellite Applications Programme. This map illustrates satellite-detected, potentially damaged structures in the town of Capultitlan, Federal District, Mexico following the 19 Septe... United Nations Institute for Training and Research.

2. Damage Assessment in Central West Cuernavaca City, Municipality of Cuernavaca, State of Morelos

2017. United Nations Operational Satellite Applications Programme. This map illustrates satellite-detected, potentially damaged structures in the central western part of the city of Cuernavaca and more specifically... United Nations Institute for Training and Research.

3. Damage Assessment in Cuautepec Madero colony, Mexico

2017. United Nations Operational Satellite Applications Programme. This map illustrates the structures potentially damaged by the earthquake of September 19, 2017 which were detected through satellite images for th... United Nations Institute for Training and Research.

4. Damage Assessment in Jojutla town, Jojutla Municipality, State of Morelos, Mexico

2017. United Nations Operational Satellite Applications Programme. This map illustrates satellite-detected, potentially damaged structures in the town of Jojutla, Jojutla Municipality, Morelos State, Mexico. The an... United Nations Institute for Training and Research.

5. Damage Assessment in Mexico City, Mexico

2017. United Nations Operational Satellite Applications Programme. This map illustrates satellite-detected, potentially damaged structures in some affected colonies located in Venustiano Carranza, Cuauhtemoc, Benit... United Nations Institute for Training and Research.

6. Damage Assessment in San Andrés Cholula and San Pedro Cholula, State of Puebla, Mexico

2017. United Nations Operational Satellite Applications Programme. This map illustrates damaged structures detected with different media support (newspapers, government reports, web news) and Digital Globe images c... United Nations Institute for Training and Research.

7. Damage Assessment in the city of Izúcar de Matamoros, Municipality of Izúcar de Matamoros, State of Puebla, Mexico

2017. United Nations Operational Satellite Applications Programme. This map illustrates satellite-detected, potentially damaged structures in the city of Izucar de Matamoros, Izucar de Matamoros Municipality, Puebl... United Nations Institute for Training and Research.

8. Damage Assessment in the Historical Center of Puebla, State of Puebla

2017. United Nations Operational Satellite Applications Programme. This map illustrates satellite-detected, potentially damaged structures in the Historical Center of Puebla located in Heroica Puebla de Zaragoza Mu... United Nations Institute for Training and Research.

9. Damage Assessment in the south west of Cuauhtemoc Municipality, Federal District, Mexico

2017. United Nations Operational Satellite Applications Programme. This map illustrates satellite-detected, potentially damaged structures in the southwestern part of Cuauhtemoc Municipality, Federal District, Mexi... United Nations Institute for Training and Research.

10. Damage Assessment in the town of Atzala, Municipality of Atzala, State of Puebla, Mexico

2017. United Nations Operational Satellite Applications Programme. This map illustrates satellite-detected, potentially damaged structures in the town of Atzala, Atzala Municipality, Puebla State, Mexico. The analy... United Nations Institute for Training and Research.

11. Damage Assessment in the town of Coatetelco, Municipality of Miacatlan, State of Morelos, Mexico

2017. United Nations Operational Satellite Applications Programme. This map illustrates satellite-detected, potentially damaged structures in the town of Coatetelco, Miacatlan Municipality, Morelos State, Mexico. T... United Nations Institute for Training and Research.

12. Damage Assessment in the town of La Galarza, Municipality of Izúcar de Matamoros, State of Puebla, Mexico

2017. United Nations Operational Satellite Applications Programme. This map illustrates satellite-detected, potentially damaged structures in the town of La Galarza and the surrounding area in the Izucar de Matamor... United Nations Institute for Training and Research.

13. Damage Assessment in the towns of Ayutla and San Nicolas Tolentino, Municipality of Izúcar de Matamoros, State of Puebla, Mexico

2017. United Nations Operational Satellite Applications Programme. This map illustrates satellite-detected, potentially damaged structures in the towns of Ayutla and San Nicolas Tolentino, Izucar de Matamoros Munic... United Nations Institute for Training and Research.

14. Damage Assessment in the towns of Tepapayeca & Santa Catarina Coatepec, Municipality of Tlapanala, State of Puebla

2017. United Nations Operational Satellite Applications Programme. This map illustrates satellite-detected, potentially damaged structures in the towns of Tepapayeca and Santa Catarina Coatepec, Tlapanala Municipal... United Nations Institute for Training and Research.

15. Damage Assessment in Tlaquiltenango Town, Municipality of Tlaquiltenango, State of Morelos, Mexico

2017. United Nations Operational Satellite Applications Programme. This map illustrates satellite-detected, potentially damaged structures in the town of Tlaquiltenango, Tlaquiltenango Municipality, Morelos State, ... United Nations Institute for Training and Research.

16. Damage Assessment in Tlayacapan town, Municipality of Tlayacapan, State of Morelos, Mexico

2017. United Nations Operational Satellite Applications Programme. This map illustrates UAV images-detected and field work survey damaged structures in the town of Tlayacapan located in Tlayacapan Municipality, Mor... United Nations Institute for Training and Research.

17. Damage Assessment in Xochimilco and Tláhuac Municipalities, Federal State, Mexico

2017. United Nations Operational Satellite Applications Programme. This map illustrates satellite-detected, potentially damaged structures in some affected colonies located in Xochimilco and Tlahuac Municipalities,... United Nations Institute for Training and Research.

18. Gates, Jasper Ridge Biological Preserve, 2017

2017. Jasper Ridge Biological Preserve (Agency). This point shapefile contains the locations of gates to the Jasper Ridge Biological Preserve (JRBP). The JRBP is located in Woodside, California ne... Jasper Ridge Biological Preserve (Agency).

19. Automated Weather Observation System Locations, California, 2016

2016. California. Department of Transportation. This point shapefile contains the locations of Automated Weather Observation Systems (AWOS), created from the California Aviation System Plan (2013... California. Department of Transportation.

20. Built Up Areas, Cuba, 2016

2016. International Steering Committee for Global Mapping and Oficional Nacional de Hidrografia y Geodesia (ONHG). This point shapefile represents built up areas (areas containing a concentration of buildings and other structures) in Cuba. Data for Global Map Cu... International Steering Committee for Global Mapping.

21. Built Up Areas, Papua New Guinea, 2016

2016. International Steering Committee for Global Mapping and Papua New Guinea. National Mapping Bureau. This point shapefile represents built up areas (areas containing a concentration of buildings and other structures) in Papua New Guinea. This layer... International Steering Committee for Global Mapping.

22. Built Up Areas (Points), Bangladesh, 2016

2016. International Steering Committee for Global Mapping and Sārve aba Bāṃlādeśa. This point shapefile represents locations of built up areas (areas containing a concentration of buildings and other structures) in Bangladesh. The... International Steering Committee for Global Mapping.

23. Built Up Areas (Points), India, 2016

2016. International Steering Committee for Global Mapping and Survey of India. This point shapefile represents locations of built up areas (areas containing a concentration of buildings and other structures) in India. This lay... International Steering Committee for Global Mapping.

24. Built Up Areas (Points), Kyrgyzstan, 2016

2016. International Steering Committee for Global Mapping and Kyrgyzstan. Gosudarstvennai︠a︡ kartografo-geodezicheskai︠a︡ sluzhba. This point shapefile represents locations of built up areas (areas containing a concentration of buildings and other structures) in Kyrgyzstan. The... International Steering Committee for Global Mapping.

25. Built Up Areas (Points), Swaziland, 2016

2016. International Steering Committee for Global Mapping and Swaziland. Department of the Surveyor General. This point shapefile shows locations of built up areas (areas containing a concentration of buildings and other structures) in Swaziland. The Globa... International Steering Committee for Global Mapping.

26. Built Up Areas (Points), Vietnam, 2016

2016. International Steering Committee for Global Mapping and Vietnam. Bộ tài nguyên và môi trường. This point shapefile represents locations of built up areas (areas containing a concentration of buildings and other structures) in Vietnam. This l... International Steering Committee for Global Mapping.

27. HUD Field Offices, 2016

2016. United States. Department of Housing and Urban Development. This point shapefile contains the locations of the United States Department of Housing and Urban Development (HUD) field offices. HUD is organized ... United States. Department of Housing and Urban Development.

28. HUD Insured Hospitals, 2016

2016. United States. Department of Housing and Urban Development. This point shapefile contains the locations of Department of Housing and Urban Development (HUD) insured hospitals. HUD's multifamily property port... United States. Department of Housing and Urban Development.

29. HUD Insured Multifamily Properties, 2016

2016. United States. Department of Housing and Urban Development. This point shapefile contains the locations of Department of Housing and Urban Development (HUD) insured multifamily properties. HUD's multifamily ... United States. Department of Housing and Urban Development.

30. Multifamily Properties Assisted, 2016

2016. United States. Department of Housing and Urban Development. HUD Multifamily Housing property portfolio consist primarily of rental housing properties with five or more dwelling units such as apartments or to... United States. Department of Housing and Urban Development.

31. Park and Ride Lots, California, 2016

2016. California. Department of Transportation. This point shapefile contains the locations of commuter park and ride lots in the California state highway system as of 2016. The park and ride lot... California. Department of Transportation.

32. Public Housing Authorities, 2016

2016. United States. Department of Housing and Urban Development. Public Housing was established to provide decent and safe rental housing for eligible low-income families, the elderly, and persons with disabiliti... United States. Department of Housing and Urban Development.

33. Public Housing Buildings, 2016

2016. United States. Department of Housing and Urban Development. Public Housing was established to provide decent and safe rental housing for eligible low-income families, the elderly, and persons with disabiliti... United States. Department of Housing and Urban Development.

34. Public Housing Developments

2016. United States. Department of Housing and Urban Development. Public Housing was established to provide decent and safe rental housing for eligible low-income families, the elderly, and persons with disabiliti... United States. Department of Housing and Urban Development.

35. Bridges, California State Highway System, 2015

2015. California. Department of Transportation. This point shapefile contains the locations of bridges on the California State Highway System as of April 2015. The dataset consists of bridge attr... California. Department of Transportation.

36. Built Up Areas, Ethiopia, 2015

2015. International Steering Committee for Global Mapping and YaʼItyoṗyā kārtā śerā derejet. This point shapefile represents built up areas (areas containing a concentration of buildings and other structures) in Ethiopia. The Global Map Eth... International Steering Committee for Global Mapping.

37. Clinics, Monterey County, California, 2015

2015. Monterey County (Calif.). This point shapefile contains locations of clinics in Monterey County, California. This layer is part of a collection of GIS data for Monterey Coun... Monterey County (Calif.).

38. Commercial Vehicle Enforcement Facilities, California, 2015

2015. California. Department of Transportation. This point shapefile contains the locations of commercial vehicle enforcement facilities (CVEF), also called weight stations, in California as of 2... California. Department of Transportation.

39. Fire Stations: Humboldt County, California, 2015

2015. von Dohlen, Jerry. This point shapefile depicts centroid locations for Fire Department Stations in the County of Humboldt, California. This coverage includes addresse... Humboldt County Planning and Building Department.

40. Hospital Heliports, California, 2015

2015. California. Department of Transportation. This point shapefile contains the locations of hospital heliports in California as of 2015. Each location is supplied along with the links to the h... California. Department of Transportation.

41. Hospitals, Monterey County, California, 2015

2015. Monterey County (Calif.). This point shapefile represents hospitals in Monterey County, California. This layer is part of a collection of GIS data for Monterey County in Cal... Monterey County (Calif.).

42. Instream Dams: Santa Clara County, California, 2015

2015. Santa Clara Valley Water District (Calif.). This point shapefile identifies centroid locations of Instream Dams in the County of Santa Clara, California that are used to divert and/or pool wa... Santa Clara Valley Water District (Calif.).

43. Landmarks, Monterey County, California, 2015

2015. Monterey County (Calif.). This point shapefile contains landmarks in Monterey County, California. Types of landmarks include: schools, recreational sites, peaks, fire statio... Monterey County (Calif.).

44. Oil Wells, Monterey County, California, 2015

2015. Monterey County (Calif.). This point shapefile depicts oil wells in Monterey County, California. This layer is part of a collection of GIS data for Monterey County in Califo... Monterey County (Calif.).

45. Police Stations, Monterey County, California, 2015

2015. Monterey County (Calif.). This point shapefile represents police stations in Monterey County, California. This layer is part of a collection of GIS data for Monterey County ... Monterey County (Calif.).

46. Public Libraries, Monterey County, California, 2015

2015. Monterey County (Calif.). This point shapefile represents public libraries in Monterey County, California. This layer is part of a collection of GIS data for Monterey County... Monterey County (Calif.).

47. Stormwater Structures: Santa Cruz County, California, 2015

2015. Garcia, Paul and Price, Matt. This point shapefile depicts stormwater structures in the County of Santa Cruz, California, including inlets, manholes, pipe ends, culvert ends, po... County of Santa Cruz Information Services Department.

48. Built Up Areas, New Zealand, 2014

2014. International Steering Committee for Global Mapping and New Zealand. National Topographic/Hydrographic Authority. This point shapefile represents built up areas (areas containing a concentration of buildings and other structures) in New Zealand. The Global Map ... International Steering Committee for Global Mapping.

49. Built Up Areas (Points), Togo, 2014

2014. International Steering Committee for Global Mapping and Togo. Direction General of Cartography. This point shapefile shows locations of built up areas (areas containing a concentration of buildings and other structures) in Togo. The Global Map... International Steering Committee for Global Mapping.

50. Commercial Parking, Cambridge, Massachusetts, 2014

2014. This layer contains point features of all Commercial parking lots in the City of Cambridge. These include private and municipal lots and garages an...

51. Day Care Facilities, Cambridge, Massachusetts, 2014

2014. This layer contains point features of all known day care facilities in Cambridge.

52. Elderly Facilities, Cambridge, Massachusetts, 2014

2014. This layer contains point features of all known Elderly facilities in Cambridge including nursing homes, elderly housing, and senior centers.

53. Emergency Shelters, Cambridge, Massachusetts, 2014

2014. Emergency Shelters layer was created for regional public safety project.

54. Ferry Terminals, San Francisco Bay Area, 2014

2014. California. Metropolitan Transportation Commission. This point shapefile contains the locations of ferry terminals in the San Francisco Bay Area of California. This layer is part of the Bay Area Metr... California. Metropolitan Transportation Commission.

55. Health Clinics, Cambridge, Massachusetts, 2014

2014. This point layer contains health clinics within the City of Cambridge.

56. Historical Community Preservation Act (CPA) Funds, Cambridge, Massachusetts, August 2014

2014. This point layer shows properties that have received Community Preservation Act (CPA) funds for historical preservation. It includes the fiscal yea...

57. Hospitals, Cambridge, Massachusetts, 2014

2014. This point layer contains the hospitals within the City of Cambridge.

58. Memorial Poles, Markers, and Plaques, Cambridge, Massachusetts, 2014

2014. This point layer contains memorial poles, markers, and plaques installed in the City of Cambridge that commemorate extraordinary citizens and those...

59. Miscellaneous Municipal Buildings, Cambridge, Massachusetts, 2014

2014. This layer contains point features of miscellaneous municipal buildings. This category is broader than just 'City Offices' as it includes sites suc...

60. National Register Historic Places (Points), Maine, Massachusetts and Rhode Island, 2014

2014. Nature Conservancy (U.S.). This point shapefile contains site locations from the National Register of Historic Places in Maine, Massachusetts and Rhode Island within 10km of ... Northeast Regional Ocean Council.

61. Pedestrian Ramps, Cambridge, Massachusetts, 2014

2014. City owned and maintained pedestrian ramps. This layer is maintained by Cambridge Public Works.

62. Petroleum Product Terminals, United States, 2014

2014. National Energy Information Center (U.S.). This point shapefile represents all operable bulk petroleum product terminals located in the 50 States and the District of Columbia with a total bu... National Energy Information Center (U.S.).

63. Petroleum Refineries, United States, 2014

2014. National Energy Information Center (U.S.). This point shapefile represents all operating petroleum refineries located in the United States, Puerto Rico, Guam, the U.S. Virgin Islands, and ot... National Energy Information Center (U.S.).

64. Places Of Worship, Cambridge, Massachusetts, 2014

2014. This layer contains point features of most places of worship in Cambridge which are prominently listed in common.

65. Playgrounds, Cambridge, Massachusetts, 2014

2014. This point layer contains the locations of public playgrounds within the City of Cambridge.

66. Ports, San Francisco Bay Area, 2014

2014. California. Metropolitan Transportation Commission. This point shapefile contains the locations of ports (or harbors) within the San Francisco Bay Area of California. This layer is part of the Bay Ar... California. Metropolitan Transportation Commission.

67. Post Offices, Cambridge, Massachusetts, 2014

2014. This layer contains point features of United States Post Offices in Cambridge.

68. Power Plants, United States, 2014

2014. National Energy Information Center (U.S.). This point shapefile represents electric power generating plants in the United States by energy source. This includes plants that are operating, on... National Energy Information Center (U.S.).

69. Private Schools, Cambridge, Massachusetts, 2014

2014. This layer contains point features of all private and charter schools in Cambridge. Only one building per school has a point.

70. Public Libraries, Cambridge, Massachusetts, 2014

2014. This layer contains point features of all public libraries in Cambridge.

71. Public Schools, Cambridge, Massachusetts, 2014

2014. This layer contains point features of all Cambridge public schools.

72. Water Play Facilities, Cambridge, Massachusetts, 2014

2014. This polygon layer contains the outdoor public waterplay facilities within Cambridge. Waterplay facilities are located within city parks in in city...

73. Youth Centers, Cambridge, Massachusetts, 2014

2014. This layer contains point features of Youth Centers in Cambridge.

74. Amtrak Bus Stations, California, 2013

2013. California. Department of Transportation. This point shapefile contains locations of Amtrak thruway bus stations in California. The bus system operates in conjunction with the three Amtrak ... California. Department of Transportation.

75. Bay Area Rapid Transit (BART) Stations, California, 2013

2013. California. Department of Transportation. This point shapefile contains locations of Bay Area Rapid Transit (BART) stations in the San Francisco Bay Area of California. This layer is part o... California. Department of Transportation.

76. Block Island Proposed Turbine Locations, Northeast United States, 2013

2013. SeaPlan. This point shapefile contains proposed wind turbine locations on Block Island (Rhode Island). The planned Block Island Wind Farm (BIWF) will be a 3... Northeast Ocean Data.

77. Built Up Areas, Dominica, 2011

2013. International Steering Committee for Global Mapping and Dominica. Lands and Surveys Division. This point shapefile represents built up areas (areas containing a concentration of buildings and other structures) in Dominica. The Global Map Dom... International Steering Committee for Global Mapping.

78. Built Up Areas (Points), Iran, 2013

2013. International Steering Committee for Global Mapping and Sāzmān-i Naqshahʹbardārī-i Kishvar. This point shapefile represents locations of built up areas (areas containing a concentration of buildings and other structures) in Iran. The Globa... International Steering Committee for Global Mapping.

79. Built Up Areas (Points), Laos, 2013

2013. International Steering Committee for Global Mapping and Laos. Kom Phǣnthī hǣng Sat. This point shapefile represents locations of built up areas (areas containing a concentration of buildings and other structures) in Laos. The Globa... International Steering Committee for Global Mapping.

80. Built Up Areas (Points), Mozambique, 2013

2013. International Steering Committee for Global Mapping and Centro Nacional de Cartografia e Teledetecção (Mozambique). This point shapefile shows locations of built up areas (areas containing a concentration of buildings and other structures) in Mozambique. The Glob... International Steering Committee for Global Mapping.

81. Built Up Areas (Points), Nepal, 2013

2013. International Steering Committee for Global Mapping and Nepal. Nāpīvibhāga. This point shapefile represents locations of built up areas (areas containing a concentration of buildings and other structures) in Nepal. This lay... International Steering Committee for Global Mapping.

82. Built Up Areas (Points), Niger, 2013

2013. International Steering Committee for Global Mapping and Institute Geographic National of Niger. This point shapefile shows locations of built up areas (areas containing a concentration of buildings and other structures) in Niger. The Global Ma... International Steering Committee for Global Mapping.

83. Built Up Areas (Points), Saudi Arabia, 2013

2013. International Steering Committee for Global Mapping and Saudi Arabia. General Commission for Survey. This point shapefile represents locations of built up areas (areas containing a concentration of buildings and other structures) in Saudi Arabia. T... International Steering Committee for Global Mapping.

84. Built Up Areas (Points), Sri Lanka, 2013

2013. International Steering Committee for Global Mapping and Sri Lanka. Minindōru Depārtamēntuva. This point shapefile represents locations of built up areas (areas containing a concentration of buildings and other structures) in Sri Lanka. The ... International Steering Committee for Global Mapping.

85. Built Up Areas, Uruguay, 2013

2013. International Steering Committee for Global Mapping and Uruguay. Geographic Military Service. This point shapefile represents built up areas (areas containing a concentration of buildings and other structures) in Uruguay. This layer is part ... International Steering Committee for Global Mapping.

86. Classification Yards, California, 2013

2013. California. Department of Transportation. This point shapefile contains the locations of classification yards and major switching facilities used in California's rail yards to separate cars... California. Department of Transportation.

87. Commuter Passenger Rail Stations, California, 2013

2013. California. Department of Transportation. This point shapefile contains the locations of commuter rail stations in California as of 2013. Commuter rail systems typically provide passenger s... California. Department of Transportation.

88. Cutural Sites, Syria, May, 2013

2013. United States. Department of State. Humanitarian Information Unit. This shapefile contains geographic location (point geometry), name, type, and area name, of over 1000 cultural heritage sites and museums in Syria ... United States. Department of State. Humanitarian Information Unit.

89. Dams and Weirs, Guinea_Bissau, 2013

2013. International Steering Committee for Global Mapping and Portugal. Direcção Geral de Ordenamento do Território. This point shapefile represents dams and weirs in Guinea-Bissau. The Global MapGuinea-Bissau version 2 was developed to update Global Map Guinea-Bi... International Steering Committee for Global Mapping.

90. Dams and Weirs, Iran, 2013

2013. International Steering Committee for Global Mapping and Sāzmān-i Naqshahʹbardārī-i Kishvar. This point shapefile represents dams and weirs in Iran. The Global Map Iran version 2 was developed from Digital Map 1:250000(1996).Global Map data... International Steering Committee for Global Mapping.

91. Dams and Weirs, Nepal, 2013

2013. International Steering Committee for Global Mapping and Nepal. Nāpīvibhāga. This point shapefile represents dams and weirs in Nepal. This layer is part of Global Map version 2. The drainage and Transportation layers version... International Steering Committee for Global Mapping.

92. Freight and Passenger Maintenance Facilities, California, 2013

2013. California. Department of Transportation. This point shapefile represents freight and passenger maintenance facilities in California as of 2013. ). This layer is part of a collection of GIS... California. Department of Transportation.

93. New England Electrical Transmission Substations, 2013-2022

2013. United States. National Oceanic and Atmospheric Administration. This point shapefile represents existing electrical transmission substations and those planned through 2022 for the New England coastal region. A s... United States. National Oceanic and Atmospheric Administration.

94. Passenger Rail Stations, California, 2013

2013. California. Department of Transportation. This point shapefile contains the ocations of passenger rail stations in California as of 2013. All station information was compiled from Amtrak Op... California. Department of Transportation.

95. Rural Clinics, California, 2013

2013. California. Office of Statewide Health Planning and Development. This point shapefile represents rural healthcare clinics in California as of August 27, 2013. This layer is part of the Healthcare Atlas of Califor... California. Office of Statewide Health Planning and Development.

96. Waterway Locks: United States, 2013

2013. Institute for Water Resources (U.S.). Navigation Data Center. This point shapefile contains the locations of waterways locks in the United States. The Navigation Data Center had several objectives in developin... United States. Bureau of Transportation Statistics.

97. Airports of the United States, 2012

2012. Geological Survey (U.S.). This point shapefile includes airports in the United States, Puerto Rico and the U.S. Virgin Islands. The data were derived from an extract of the ... Geological Survey (U.S.).

98. Built Up Areas, Mali, 2012

2012. International Steering Committee for Global Mapping. This point shapefile shows locations of built up areas (areas containing a concentration of buildings and other structures) in Mali. The Global Map... International Steering Committee for Global Mapping.

99. Built Up Areas (Points), Azerbaijan, 2012

2012. International Steering Committee for Global Mapping and Azerbaijan. State Committee Land and Cartography. This point shapefile represents locations of built up areas (areas containing a concentration of buildings and other structures) in Azerbaijan. Thi... International Steering Committee for Global Mapping.

100. Built Up Areas (Points), Brunei, 2012

2012. International Steering Committee for Global Mapping and Brunei. Juruukur Agung. This point shapefile represents locations of built up areas (areas containing a concentration of buildings and other structures) in Brunei. This la... International Steering Committee for Global Mapping.