{
 "culture": "en-CH",
 "name": "laonatess2015_supply_bundles",
 "guid": "7C90C1E8-B206-45C9-9C3D-BDD8C00A161C",
 "catalogPath": "",
 "snippet": "Ecosystem service supply bundles for Laos (2015). Each village belongs to one of four bundles.",
 "description": "<div style='text-align:Left;'><p style='margin:0 0 0 0;'><span style='font-weight:bold;'><span>Methods / Lineage:<\/span><\/span><\/p><p style='margin:0 0 0 0;'><span><span>Each village was assigned to one of four identified bundles based on a statistical hierarchical clustering. The following services were used as inputs: Recreation and tourism, Annual water yield, Carbon, Pollinator abundance, Total nutrient export, Total food production, sediment retention index. These services were modelled with <\/span><\/span><a href='https://naturalcapitalproject.stanford.edu:443/software/invest' style='text-decoration:underline;' rel='nofollow ugc'><span style='text-decoration:underline;'><span>InVEST<\/span><\/span><\/a><span><span> models (2020) except for Total food production which is calculated based on the agricultural census (2010) of Laos. The eight ES services were min-max normalized, log-transformed and a PCA performed. Then hierarchical clustering was done. <\/span><\/span><\/p><p style='margin:0 0 0 0;'><span><span><\/span><\/span><\/p><p style='margin:0 0 0 0;'><span style='font-weight:bold;'><span>Relevant Fields:<\/span><\/span><\/p><ul><li><p style='margin:0 0 0 0;'><span>ES Bundles 2015: Can contain values from 1-4 specifying to which ecosystem service bundle an image belongs. Bundle 1: urban production and recreational areas, Bundle 2: agricultural production dominated areas, Bundle 3: areas with medium agricultural use, higher than average ecosystem service supply, Bundle 4: biodiversity and climate regulation conservation areas, very high ecosystem service supply.<\/span><\/p><\/li><\/ul><p style='margin:1 1 1 0;'><span><span><\/span><\/span><\/p><p style='margin:1 1 1 0;'><span style='font-weight:bold;'><span>Point of Contact:<\/span><\/span><\/p><p style='margin:1 1 1 0;'>Sandra Eckert (sandra.eckert@cde.unibe.ch)<br /><\/p><p style='margin:0 0 0 0;'><span><span><\/span><\/span><\/p><p style='margin:0 0 0 0;'><span style='font-weight:bold;'><span>Spatial Reference System:<\/span><\/span><\/p><p style='margin:0 0 0 0;'><span><span>WGS 1984 UTM Zone 48N<\/span><\/span><\/p><\/div>",
 "summary": "Ecosystem service supply bundles for Laos (2015). Each village belongs to one of four bundles.",
 "title": "Ecosystem service supply bundles in Laos (2015)",
 "tags": [
  "Laos",
  "ecosystem service",
  "supply",
  "2015",
  "bundles",
  "InVEST"
 ],
 "type": "Feature Service",
 "typeKeywords": [
  "ArcGIS",
  "ArcGIS Server",
  "Data",
  "Feature Access",
  "Feature Service",
  "providerSDS",
  "Service"
 ],
 "thumbnail": "thumbnail/thumbnail.png",
 "url": "",
 "extent": [
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 "minScale": 0,
 "maxScale": 1.7976931348623157E308,
 "spatialReference": "WGS_1984_UTM_Zone_48N",
 "accessInformation": "Centre for Development and Environment (CDE); Wyss Academy for Nature",
 "licenseInfo": "<DIV STYLE=\"text-align:Left;\"><DIV><DIV><P><SPAN>Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0). The data can be copied and redistributed as long as the creator (CDE) is quoted. However, the data cannot be used for commercial purposes and may not be redistributed when modified.<\/SPAN><\/P><\/DIV><\/DIV><\/DIV>"
}