{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,12]],"date-time":"2025-10-12T03:44:50Z","timestamp":1760240690958,"version":"build-2065373602"},"reference-count":20,"publisher":"MDPI AG","issue":"3","license":[{"start":{"date-parts":[[2019,8,1]],"date-time":"2019-08-01T00:00:00Z","timestamp":1564617600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100003593","name":"CNPq","doi-asserted-by":"publisher","award":["486376\/2013-3 and 309815\/2017-7"],"award-info":[{"award-number":["486376\/2013-3 and 309815\/2017-7"]}],"id":[{"id":"10.13039\/501100003593","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100000038","name":"Natural Sciences and Engineering Research Council of Canada","doi-asserted-by":"publisher","award":["Discovery Grant"],"award-info":[{"award-number":["Discovery Grant"]}],"id":[{"id":"10.13039\/501100000038","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Data"],"abstract":"<jats:p>We describe a new multi-temporal classification for forest\/non-forest classes for a 1.3 million square kilometer area encompassing the Xingu River basin, Brazil. This region is well known for its exceptionally high biodiversity, especially in terms of the ichthyofauna, with approximately 600 known species, 10% of which are endemic to the river basin. Global and regional scale datasets do not adequately capture the rapidly changing land cover in this region. Accurate forest cover and forest cover change data are important for understanding the anthropogenic pressures on the aquatic ecosystems. We developed the new classifications with a minimum mapping unit of 0.8 ha from cloud free mosaics of Landsat TM5 and OLI 8 imagery in Google Earth Engine using a classification and regression tree (CART) aided by field photographs for the selection of training and validation points.<\/jats:p>","DOI":"10.3390\/data4030114","type":"journal-article","created":{"date-parts":[[2019,8,1]],"date-time":"2019-08-01T11:39:37Z","timestamp":1564659577000},"page":"114","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":6,"title":["A New Multi-Temporal Forest Cover Classification for the Xingu River Basin, Brazil"],"prefix":"10.3390","volume":"4","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1676-481X","authenticated-orcid":false,"given":"Margaret","family":"Kalacska","sequence":"first","affiliation":[{"name":"Applied Remote Sensing Laboratory, Department of Geography, McGill University, Montreal, QC H3A 0B9, Canada"}]},{"given":"Oliver","family":"Lucanus","sequence":"additional","affiliation":[{"name":"Applied Remote Sensing Laboratory, Department of Geography, McGill University, Montreal, QC H3A 0B9, Canada"}]},{"given":"Leandro","family":"Sousa","sequence":"additional","affiliation":[{"name":"Flight Research Lab, National Research Council of Canada, Ottawa ON K1A 0R6, Canada"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0287-8960","authenticated-orcid":false,"given":"J. Pablo","family":"Arroyo-Mora","sequence":"additional","affiliation":[{"name":"Laborat\u00f3rio de Ictiologia de Altamira, Universidade Federal do Par\u00e1, Altamira PA 68372040, Brazil"}]}],"member":"1968","published-online":{"date-parts":[[2019,8,1]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"1027","DOI":"10.1046\/j.1523-1739.1994.08041027.x","article-title":"Relating patterns of land-use change to faunal biodiversity in the Central Amazon","volume":"8","author":"Dale","year":"1994","journal-title":"Conserv. Biol."},{"key":"ref_2","doi-asserted-by":"crossref","first-page":"200","DOI":"10.2307\/2404743","article-title":"Species loss in fragments of tropical rain forest: A review of the evidence","volume":"33","author":"Turner","year":"1996","journal-title":"J. Appl. 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