FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2055718260> ?p ?o ?g. }

• W2055718260 endingPage "171" @default.
• W2055718260 startingPage "152" @default.
• W2055718260 abstract "A new algorithm for Continuous Change Detection and Classification (CCDC) of land cover using all available Landsat data is developed. It is capable of detecting many kinds of land cover change continuously as new images are collected and providing land cover maps for any given time. A two-step cloud, cloud shadow, and snow masking algorithm is used for eliminating “noisy” observations. A time series model that has components of seasonality, trend, and break estimates surface reflectance and brightness temperature. The time series model is updated dynamically with newly acquired observations. Due to the differences in spectral response for various kinds of land cover change, the CCDC algorithm uses a threshold derived from all seven Landsat bands. When the difference between observed and predicted images exceeds a threshold three consecutive times, a pixel is identified as land surface change. Land cover classification is done after change detection. Coefficients from the time series models and the Root Mean Square Error (RMSE) from model estimation are used as input to the Random Forest Classifier (RFC). We applied the CCDC algorithm to one Landsat scene in New England (WRS Path 12 and Row 31). All available (a total of 519) Landsat images acquired between 1982 and 2011 were used. A random stratified sample design was used for assessing the change detection accuracy, with 250 pixels selected within areas of persistent land cover and 250 pixels selected within areas of change identified by the CCDC algorithm. The accuracy assessment shows that CCDC results were accurate for detecting land surface change, with producer's accuracy of 98% and user's accuracies of 86% in the spatial domain and temporal accuracy of 80%. Land cover reference data were used as the basis for assessing the accuracy of the land cover classification. The land cover map with 16 categories resulting from the CCDC algorithm had an overall accuracy of 90%." @default.
• W2055718260 created "2016-06-24" @default.
• W2055718260 creator A5006812496 @default.
• W2055718260 creator A5086318321 @default.
• W2055718260 date "2014-03-01" @default.
• W2055718260 modified "2023-10-14" @default.
• W2055718260 title "Continuous change detection and classification of land cover using all available Landsat data" @default.
• W2055718260 cites W1963949604 @default.
• W2055718260 cites W1979210946 @default.
• W2055718260 cites W1980764738 @default.
• W2055718260 cites W1981213426 @default.
• W2055718260 cites W1984436329 @default.
• W2055718260 cites W1993413120 @default.
• W2055718260 cites W2007582554 @default.
• W2055718260 cites W2008347724 @default.
• W2055718260 cites W2016435228 @default.
• W2055718260 cites W2017657457 @default.
• W2055718260 cites W2019812041 @default.
• W2055718260 cites W2023847826 @default.
• W2055718260 cites W2028240797 @default.
• W2055718260 cites W2029614317 @default.
• W2055718260 cites W2030864384 @default.
• W2055718260 cites W2036745212 @default.
• W2055718260 cites W2036798369 @default.
• W2055718260 cites W2042692910 @default.
• W2055718260 cites W2050830693 @default.
• W2055718260 cites W2053492093 @default.
• W2055718260 cites W2056425951 @default.
• W2055718260 cites W2056435747 @default.
• W2055718260 cites W2074597716 @default.
• W2055718260 cites W2081345410 @default.
• W2055718260 cites W2083577712 @default.
• W2055718260 cites W2086620533 @default.
• W2055718260 cites W2093378913 @default.
• W2055718260 cites W2100001151 @default.
• W2055718260 cites W2100335098 @default.
• W2055718260 cites W2103775154 @default.
• W2055718260 cites W2105058098 @default.
• W2055718260 cites W2107583574 @default.
• W2055718260 cites W2109806406 @default.
• W2055718260 cites W2114527611 @default.
• W2055718260 cites W2114828048 @default.
• W2055718260 cites W2115268776 @default.
• W2055718260 cites W2117059495 @default.
• W2055718260 cites W2118364838 @default.
• W2055718260 cites W2121025662 @default.
• W2055718260 cites W2124017200 @default.
• W2055718260 cites W2125144297 @default.
• W2055718260 cites W2126013952 @default.
• W2055718260 cites W2127070009 @default.
• W2055718260 cites W2127559745 @default.
• W2055718260 cites W2129331467 @default.
• W2055718260 cites W2130037317 @default.
• W2055718260 cites W2136036783 @default.
• W2055718260 cites W2137341666 @default.
• W2055718260 cites W2138408852 @default.
• W2055718260 cites W2138448722 @default.
• W2055718260 cites W2140023211 @default.
• W2055718260 cites W2140908571 @default.
• W2055718260 cites W2151456308 @default.
• W2055718260 cites W2151462785 @default.
• W2055718260 cites W2161336494 @default.
• W2055718260 cites W2162416391 @default.
• W2055718260 cites W2164943663 @default.
• W2055718260 cites W2168661809 @default.
• W2055718260 cites W2911964244 @default.
• W2055718260 doi "https://doi.org/10.1016/j.rse.2014.01.011" @default.
• W2055718260 hasPublicationYear "2014" @default.
• W2055718260 type Work @default.
• W2055718260 sameAs 2055718260 @default.
• W2055718260 citedByCount "960" @default.
• W2055718260 countsByYear W20557182602014 @default.
• W2055718260 countsByYear W20557182602015 @default.
• W2055718260 countsByYear W20557182602016 @default.
• W2055718260 countsByYear W20557182602017 @default.
• W2055718260 countsByYear W20557182602018 @default.
• W2055718260 countsByYear W20557182602019 @default.
• W2055718260 countsByYear W20557182602020 @default.
• W2055718260 countsByYear W20557182602021 @default.
• W2055718260 countsByYear W20557182602022 @default.
• W2055718260 countsByYear W20557182602023 @default.
• W2055718260 crossrefType "journal-article" @default.
• W2055718260 hasAuthorship W2055718260A5006812496 @default.
• W2055718260 hasAuthorship W2055718260A5086318321 @default.
• W2055718260 hasConcept C127413603 @default.
• W2055718260 hasConcept C147176958 @default.
• W2055718260 hasConcept C154945302 @default.
• W2055718260 hasConcept C160633673 @default.
• W2055718260 hasConcept C169258074 @default.
• W2055718260 hasConcept C203595873 @default.
• W2055718260 hasConcept C205649164 @default.
• W2055718260 hasConcept C2780648208 @default.
• W2055718260 hasConcept C39432304 @default.
• W2055718260 hasConcept C41008148 @default.
• W2055718260 hasConcept C4792198 @default.
• W2055718260 hasConcept C62649853 @default.
• W2055718260 hasConceptScore W2055718260C127413603 @default.
• W2055718260 hasConceptScore W2055718260C147176958 @default.

• next