ISO 19115-3 Metadata
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Metadata Information
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Metadata identifier:
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Identifier code: 7e23a314f3824550a42f084ced8162b9
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Default locale:
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Language code: eng
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Country code: BT
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Character encoding: utf8
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Metadata contact:
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Role: resourceProvider
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Responsible party:
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Organization:
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Name: National Soil Service Centre
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Indvidual:
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Individual:
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Name: Tsheten Dorji
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Position name: Principal Agriculturer Officer
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Metadata date information:
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Date type: revision
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Date: 2026-06-05T00:00:00
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Metadata standard:
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Title: ISO 19115-3 Geographic Information - Metadata - Part 1: Fundamentals
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Edition: 2014
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Metadata scope:
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Resource scope: dataset
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Scope name: dataset
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Metadata maintenance:
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Update frequency: asNeeded
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Maintenance contact:
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Role: resourceProvider
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Responsible party:
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Organization:
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Name: National Soil Service Centre
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Indvidual:
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Individual:
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Name: Tsheten Dorji
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Position name: Principal Agriculturer Officer
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Data Identification Information
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Resource citation:
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Title: LULC 2010 view
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Citation date:
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Date type: publication
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Date: 2011-01-01T00:00:00
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Citation date:
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Date type: creation
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Date: 2010-12-01T00:00:00
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Cited responsible party:
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Role: pointOfContact
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Responsible party:
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Organization:
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Name: National Soil Services Centre
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Indvidual:
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Individual:
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Name: Tashi Wangdi
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Position name: Program Director
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Presentation format: mapDigital
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Online resource:
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Online location: https://nsdi.systems.gov.bt/server/rest/services/Hosted/LULC_2010_view/FeatureServer
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Abstract: This dataset is the Land Cover Map of Bhutan (2010). It represents the occurrence and distribution of different types of Land Use and Land Cover in Bhutan. The LULC classes listed here shows Forest cover of 70.46% (Excluding shrubs) with Broadleaf (62.43%), Mixed Coniferous (22.69%), Fir (6.77%), Blue Pine (2.96%), Chir Pine (3.98%) and 1.16% of Broadleaf with conifer. Likewise, Shrubs cover 10.81%, agriculture land and meadows cover 2.93% and 4.10% respectively. The snow cover constitutes 7.44%, bare areas with 3.20%. Marshy areas, non-built areas, built up areas, water bodies and degraded areas with less than 1% each.The average overall map accuracy at the national level is 97.91% with 95.67% minimum and 100.15% maximum at 95% Confidence Level.
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Purpose: This dataset is the Land Cover Map of Bhutan (2010). It represents the occurrence and distribution of different types of Land Use and Land Cover in Bhutan. The LULC classes listed here shows Forest cover of 70.46% (Excluding shrubs) with Broadleaf (62.43%), Mixed Coniferous (22.69%), Fir (6.77%), Blue Pine (2.96%), Chir Pine (3.98%) and 1.16% of Broadleaf with conifer. Likewise, Shrubs cover 10.81%, agriculture land and meadows cover 2.93% and 4.10% respectively. The snow cover constitutes 7.44%, bare areas with 3.20%. Marshy areas, non-built areas, built up areas, water bodies and degraded areas with less than 1% each.
The average overall map accuracy at the national level is 97.91% with 95.67% minimum and 100.15% maximum at 95% Confidence Level.
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Credits: This dataset was produced with funding support from the GEF/WB Sustainable Land Management Project (SLMP).
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Status: completed
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Point of contact:
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Role: pointOfContact
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Responsible party:
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Organization:
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Name: National Soil Services Centre
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Indvidual:
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Individual:
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Name: Tashi Wangdi
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Position name: Program Director
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Point of contact:
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Role: resourceProvider
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Responsible party:
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Organization:
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Name: National Soil Service Centre
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Indvidual:
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Individual:
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Name: Tsheten Dorji
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Position name: Principal Agriculturer Officer
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Spatial representation type: vector
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Spatial resolution:
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Spatial resolution:
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Distance:
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Distance: 10
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Units of measure: m
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Themes or categories of the resource: farming, geoscientificInformation
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Resource extent:
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Extent description: publication date
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Temporal element:
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Temporal extent:
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Extent:
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Date/Time: 2010-01-01
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Resource extent:
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Geographic element:
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Bounding rectangle:
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Extent contains the resource: true
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West longitude: 88.733433
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East longitude: 92.14685
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North latitude: 28.24783
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South latitude: 26.684936
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Resource maintenance:
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Update frequency: asNeeded
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Descriptive keywords:
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Keywords: Downloadable Data
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Thesaurus:
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Citation reference: 723f6998-058e-11dc-8314-0800200c9a66
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Descriptive keywords:
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Keywords: Planning, common
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Descriptive keywords:
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Keywords: Planning, common
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Resource constraints:
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General Constraints:
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Limitations of use: Do not alter or reproduce the map and its related information without the prior consent of National Soil Services Centre, Department of Agriculture, Ministry of Agriculture & Livestock of the Royal Government of Bhutan.
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Default locale:
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Language code: eng
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Country code: US
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Character encoding: utf8
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Environment description: Version 6.2 (Build 9200) ; Esri ArcGIS 10.3.0.4322
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Spatial Representation Information
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Vector Data
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Level of topology for this dataset: geometryOnly
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Geometric objects:
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Object type: composite
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Object count: 690239
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Reference System Information
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Reference system identifier:
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Identifier code: 5266
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Codespace: EPSG
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Version: PCS BHUTAN DRUKREF 03
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Resource Lineage
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Lineage statement: Materials Used:
The land cover assessment was based on ALOS images (AVNIR-2) from the 2006-2009 winter season with 10 meter resolution. The LUPP (1995) land cover maps, topography maps (DSLR), Landsat (2004-05) and Google Earth were referred in the current land cover assessment (LCMP 2010).
Image Processing
Digital image processing was done with the ERDAS IMAGINE software. The images were first projected to DRUKREF-03 (Bhutan’s standard coordinate system, DSLR) to match the images with the existing topographic features such as contour and drainage lines.
Image Classification
The unsupervised classification was used to classify the images with the minimum of 30 classes with 10 iterations. Zonal Statistics function was used to summarize the values of a raster within the zones of another dataset. K means algorithm in R-Statistics was applied for grouping of homogenous segments. The initial assignment of land cover types was done by referring LUPP (1995) land cover maps and the Google Earth prior to field verification. The minimum mapping unit was set at 500m2.
Field Verification & Map Accuracy Assessment
Intensive field verification was done in almost all the gewogs for improving and validating the draft land cover maps. In order to ensure a reasonable level of precision, system accuracy assessments were carried out by comparing randomly selected referenced pixels. Random points were generated by the system with the minimum of 50 random points per class if the number of class is less than or equal to 12 and minimum of 75 to 100 random points per class if the total number of class is more than 12 at every geog level. The overall acceptance level of map accuracy was set at 85%.
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Lineage scope:
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Scope level: dataset
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Distribution Information
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Distribution format:
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Format specification citation:
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Title: Shapefile
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Edition: 1.0
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Distribution format:
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Format specification citation:
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Title: Land Cover Map of Bhutan 2010
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Edition: 1.0
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Digital transfer options:
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Transfer size: 816.54
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Online location:
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Online location: https://nsdi.systems.gov.bt/server/rest/services/Hosted/LULC_2010_view/FeatureServer