2010 · 14 citations · 10 references
Natural ResourcesForestryForest InventoryForest ManagementRemote SensingDeforestationForest CoverLand Surface MonitoringLand UseVegetation Cover AssessmentVegetation MonitoringDeforestation MonitoringDeforestation RatesForest Cover ClassificationMulti-temporal ClassificationRemote Sensing Of DeforestationSatellite Image AnalysisSatellite Image ClassificationSatellite Imagery Analysis
Making use of a thirty year archive of satellite imagery available through the Regional Visualization & Monitoring System (SERVIR), the forest cover of Belize was analyzed at the national level, providing information never before available on deforestation rates in the Central American nation with the highest relative forest cover. A multi-temporal maximum likelihood classification was conducted on satellite image mosaics for the years 1980, 1989, 1994, 2000, 2004, and 2010, putting to use part of the extensive archive of data collected by the Landsat series of satellites since July 1972. The results of this assessment adjust down previous estimates of Belize's deforestation rate, such as the UN Food & Agriculture Organization (FAO)'s estimate of ~89,000 acres / year (2.3%). This study assesses Belize's deforestation rate between 1980 and 2010 to be under 25,000 acres / year (0.6%). Additionally, where estimates of Belize's forest cover have ranged widely, from 79% (Fairweather & Gray 1994) to 61.6% (Meerman et al 2010), this study estimates that the country's forest cover declined from approximately 75.9% in 1980 to 62.7% as of February 2010. With a short turn-around time between image acquisition and production of forest cover data, this study demonstrates SERVIR's capacities for rapidly converting satellite data into information. The information presented here is intended to be of use as an input to processes ranging from Reducing Emissions from Deforestation & Forest Degradation (REDD) to the UN Millennium Development Goals to national implementation of the Global Program of Action to Protect the Marine Environment from Land-based Activities.
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The Measurement of Observer Agreement for Categorical Data
J. Richard Landis, Gary G. Koch · Biometrics · 1977 · 78.9K citations · Full text