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- W2011500029 abstract "The remote sensing science and application communities have developed increasingly reliable, consistent, and robust approaches for capturing land dynamics to meet a range of information needs. Statistically robust and transparent approaches for assessing accuracy and estimating area of change are critical to ensure the integrity of land change information. We provide practitioners with a set of “good practice” recommendations for designing and implementing an accuracy assessment of a change map and estimating area based on the reference sample data. The good practice recommendations address the three major components: sampling design, response design and analysis. The primary good practice recommendations for assessing accuracy and estimating area are: (i) implement a probability sampling design that is chosen to achieve the priority objectives of accuracy and area estimation while also satisfying practical constraints such as cost and available sources of reference data; (ii) implement a response design protocol that is based on reference data sources that provide sufficient spatial and temporal representation to accurately label each unit in the sample (i.e., the “reference classification” will be considerably more accurate than the map classification being evaluated); (iii) implement an analysis that is consistent with the sampling design and response design protocols; (iv) summarize the accuracy assessment by reporting the estimated error matrix in terms of proportion of area and estimates of overall accuracy, user's accuracy (or commission error), and producer's accuracy (or omission error); (v) estimate area of classes (e.g., types of change such as wetland loss or types of persistence such as stable forest) based on the reference classification of the sample units; (vi) quantify uncertainty by reporting confidence intervals for accuracy and area parameters; (vii) evaluate variability and potential error in the reference classification; and (viii) document deviations from good practice that may substantially affect the results. An example application is provided to illustrate the recommended process." @default.
- W2011500029 created "2016-06-24" @default.
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- W2011500029 date "2014-05-01" @default.
- W2011500029 modified "2023-10-18" @default.
- W2011500029 title "Good practices for estimating area and assessing accuracy of land change" @default.
- W2011500029 cites W1964302861 @default.
- W2011500029 cites W1964899460 @default.
- W2011500029 cites W1967531144 @default.
- W2011500029 cites W1967575690 @default.
- W2011500029 cites W1970055398 @default.
- W2011500029 cites W1974182496 @default.
- W2011500029 cites W1976193075 @default.
- W2011500029 cites W1979210946 @default.
- W2011500029 cites W1981377684 @default.
- W2011500029 cites W1982002530 @default.
- W2011500029 cites W1983218766 @default.
- W2011500029 cites W1986391213 @default.
- W2011500029 cites W1991856651 @default.
- W2011500029 cites W1992543156 @default.
- W2011500029 cites W1997005542 @default.
- W2011500029 cites W1997337568 @default.
- W2011500029 cites W2000853885 @default.
- W2011500029 cites W2003034323 @default.
- W2011500029 cites W2009647073 @default.
- W2011500029 cites W2010583300 @default.
- W2011500029 cites W2011692026 @default.
- W2011500029 cites W2014869123 @default.
- W2011500029 cites W2019679719 @default.
- W2011500029 cites W2025606321 @default.
- W2011500029 cites W2040099150 @default.
- W2011500029 cites W2040667072 @default.
- W2011500029 cites W2045188244 @default.
- W2011500029 cites W2056303708 @default.
- W2011500029 cites W2058844100 @default.
- W2011500029 cites W2059582521 @default.
- W2011500029 cites W2065040528 @default.
- W2011500029 cites W2070624879 @default.
- W2011500029 cites W2073344007 @default.
- W2011500029 cites W2081346329 @default.
- W2011500029 cites W2081694572 @default.
- W2011500029 cites W2082081125 @default.
- W2011500029 cites W2083183474 @default.
- W2011500029 cites W2083360347 @default.
- W2011500029 cites W2086620533 @default.
- W2011500029 cites W2089114174 @default.
- W2011500029 cites W2098962449 @default.
- W2011500029 cites W2100930549 @default.
- W2011500029 cites W2101232859 @default.
- W2011500029 cites W2104896032 @default.
- W2011500029 cites W2109019677 @default.
- W2011500029 cites W2110832309 @default.
- W2011500029 cites W2111743232 @default.
- W2011500029 cites W2114828048 @default.
- W2011500029 cites W2114892242 @default.
- W2011500029 cites W2118364838 @default.
- W2011500029 cites W2119709769 @default.
- W2011500029 cites W2124099423 @default.
- W2011500029 cites W2125401957 @default.
- W2011500029 cites W2125985983 @default.
- W2011500029 cites W2126822288 @default.
- W2011500029 cites W2129386579 @default.
- W2011500029 cites W2135545639 @default.
- W2011500029 cites W2137155271 @default.
- W2011500029 cites W2138577155 @default.
- W2011500029 cites W2140908571 @default.
- W2011500029 cites W2145022968 @default.
- W2011500029 cites W2150012552 @default.
- W2011500029 cites W2152726789 @default.
- W2011500029 cites W2157675604 @default.
- W2011500029 cites W2158129280 @default.
- W2011500029 cites W2158607425 @default.
- W2011500029 cites W2162921856 @default.
- W2011500029 cites W2170186417 @default.
- W2011500029 cites W2170959034 @default.
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- W2011500029 doi "https://doi.org/10.1016/j.rse.2014.02.015" @default.
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