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  2. Sep 11, 2018 · EROS is central to the creation of the National Land Cover Database (NLCD), which is updated every two to three years and stands as the definitive land cover database for the United States.

    • Preprocessing
    • Image Classification
    • Accuracy Assessment
    • Global Land Cover Data

    The first version of NLCD--NLCD 92--was produced for subsets of ten federal regions that make up the conterminous United States. The primary source data were bands 3, 4, 5, and 7 (visible red, near-infrared, mid-infrared, and thermal infrared) of cloud-free Landsat TM scenes acquired during the spring and fall (when trees are mostly bare of leaves)...

    An unsupervised classificationalgorithm was applied to the preprocessed mosaics to generate 100 spectrally distinct pixel clusters. Using aerial photographs and other references, image analysts at USGS then assigned each cluster to one of the classes in a modified version of the Anderson classification scheme. Considerable interpretation was requir...

    The USGS hired private sector vendors to assess the classification accuracy of the NLCD 92 by checking randomly sampled pixels against manually interpreted aerial photographs. Results from the first four completed regions suggested that the likelihood that a given pixel is correctly classified ranges from only 38 to 62 percent. Much of the classifi...

    Meanwhile, the U.S. National Geospatial-Intelligence Agency (formerly the National Imagery and Mapping Agency) hired a company called Earthsat (Now MDA Federal) to produce a 120-meter resolution, 13-class land use / land cover data set for the rest of the world. This product, called Geocover LC, is derived from 30-meter Landsat TM imagery from the ...

  3. Jan 19, 2024 · The U.S. Geological Survey (USGS), in association with the Multi-Resolution Land Characteristics (MRLC) Consortium, is pleased to announce the completion and release of the latest epoch of the National Land Cover Database (NLCD) for the conterminous U.S.—NLCD 2021.

  4. A major land-use classification system developed by the United States Geological Survey (USGS) has multiple levels of classification. The categories within these levels are arranged in a nested hierarchy.

  5. Jan 1, 2009 · The US Earth Satellite Corporation (EarthSat) used the USGS 1976 classification system as a base for the development of the land cover legend for the realization of the GlobalGeoCover LC (land cover) database.

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