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 "description": "Methods / Lineage:\n    Primarily created by on-screen digitizing of Google and Pleiades\n  January/February 2023 imagery and enhanced with mid-2023 Planet Scope imagery\n  and field data by CDE Laos (Rasso Bernhard).\n    Identification of bushland fallow involved cross-referencing bare ground\n  imagery from previous years for tree-covered areas in 2023. Identification of\n  forest types mainly achieved by comparing dry and wet season Planet\n  imagery.\n    FALUPAM classification schema available at: https://www.phakhaolao.la/sites/default/files/public/publications/attachments/PFALUPAM%20Manual_Full%20Version_English.pdf\n    \n    Relevant Fields:\n    type_id: FALUPAM Tier 1 Land Use/Land Cover class\n    type_lao: Tier 1 Land Use/Land Cover class name in Lao\n    type_eng: Tier 1 Land Use/Land Cover class name in English\n    cat_id: FALUPAM Tier 2 Land Use/Land Cover class/category\n    cat_lao: Tier 2 Land Use/Land Cover class/category name in Lao\n    cat_eng: Tier 2 Land Use/Land Cover class/category name in English\n    SubCat_id: FALUPAM Tier 3 Land Use/Land Cover class/sub-category\n    subcat_lao: Tier 3 Land Use/Land Cover class/sub-category name in Lao\n    subcat_eng: Tier 3 Land Use/Land Cover class/sub-category name in\n  English\n    tenure: current land user and/or entity holding claiming land tenure\n  rights\n    1 = Elephant Conservation Centre (ECC) concession area\n    2 = Chinese entrepreneurs (long term lease)\n    3 = Chinese entrepreneurs (short term/wet season lease from local\n  (4))\n    4 = others (small holders, military, local investors)\n    5 = Provincial authorities??\n    0 = not applicable / no agricultural land\n    Spatial Reference System:EPSG 32648 (WGS 1984 UTM Zone 48N)\n    Point of Contact:\n    Rasso Bernhard (rassobernhard@gmail.com)\n    Patrick Oswald (patrick.oswald@cde-regions.net)\n    \n    Quality Limitations:\n    FALUPAM classification is ideal when a thorough participatory land use\n  mapping process is undertaken with villagers. However, as this dataset\n  creation relies mainly on on-screen digitizing of high-resolution satellite\n  imagery, with minimal field data, the detailed Tier 3 classification may be\n  susceptible to digitizer bias and limitations in imagery. This can pose\n  challenges in accurately identifying and distinguishing certain crop, fallow,\n  and forest types.",
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 "copyrightText": "CC BY 4.0 DEED, Attribution 4.0 International (https://creativecommons.org/licenses/by/4.0/)  CDE & Wyss Academy for Nature (2023)\nSuggested citation: Rasso Bernhard, et al. (2023): Detailed Land Use Land Cover of Nam Tien Provincial Protection Forest in 2023.",
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