Matches in SemOpenAlex for { <https://semopenalex.org/work/W2524447149> ?p ?o ?g. }
Showing items 1 to 95 of
95
with 100 items per page.
- W2524447149 abstract "Most models of land cover change predict change using physical and socio-economic factors in raster grids where temporal and spatial scales must be selected to optimize prediction and calculation time. This study tests the impacts of spatial extent and spatial resolution (cell size) on land cover change modelling. Spatial extent here is equivalent to increasing the area of a dormant category. Two extents (33.6 km² and 79.1 km²) and three resolutions (25 m, 50 m and 100 m) were tested on study zones located in SE France in the Var department. The 50 m and 100 m resolutions were downscaled back to 25 m and compared to the initial 25 m maps. Land cover maps dated from 1950, 1982, 2003 and 2011, and IDRISI’s Land Change Modeler (LCM) was used to predict 2011. Dormant category improved Cramer’s V values (1.3 to 1.5 time greater) and quantity and allocation disagreement values. Actual change predictions were similar for the two zones, but the high persistent forest in the large window artificially improved prediction statistics, so increasing dormant category area (spatial extent) artificially inflates prediction statistics. Spatial resolution appeared to have little impact at first, but upscaling/downscaling revealed that coarser cell sizes lose predictive power (1.5-2 times greater allocation errors). Dormant category area should be minimized and upscaling/downscaling should be done if data are modelled at coarser resolutions than original cell size." @default.
- W2524447149 created "2016-10-07" @default.
- W2524447149 creator A5028282963 @default.
- W2524447149 creator A5031367264 @default.
- W2524447149 creator A5049513821 @default.
- W2524447149 date "2016-09-27" @default.
- W2524447149 modified "2023-09-26" @default.
- W2524447149 title "Dormant categories and spatial resolution affect the perception of land cover change model performance" @default.
- W2524447149 cites W1973186727 @default.
- W2524447149 cites W1974318029 @default.
- W2524447149 cites W1996064844 @default.
- W2524447149 cites W2008091633 @default.
- W2524447149 cites W2016735276 @default.
- W2524447149 cites W2020320297 @default.
- W2524447149 cites W2021484483 @default.
- W2524447149 cites W2021972695 @default.
- W2524447149 cites W2030739418 @default.
- W2524447149 cites W2041272030 @default.
- W2524447149 cites W2055269071 @default.
- W2524447149 cites W2056779390 @default.
- W2524447149 cites W2062696697 @default.
- W2524447149 cites W2063995350 @default.
- W2524447149 cites W2068433280 @default.
- W2524447149 cites W2088780527 @default.
- W2524447149 cites W2103286512 @default.
- W2524447149 cites W2104896032 @default.
- W2524447149 cites W2108268806 @default.
- W2524447149 cites W2126852962 @default.
- W2524447149 cites W2127691268 @default.
- W2524447149 cites W2146714472 @default.
- W2524447149 cites W2156484217 @default.
- W2524447149 cites W2162305105 @default.
- W2524447149 doi "https://doi.org/10.4000/cybergeo.27794" @default.
- W2524447149 hasPublicationYear "2016" @default.
- W2524447149 type Work @default.
- W2524447149 sameAs 2524447149 @default.
- W2524447149 citedByCount "0" @default.
- W2524447149 crossrefType "journal-article" @default.
- W2524447149 hasAuthorship W2524447149A5028282963 @default.
- W2524447149 hasAuthorship W2524447149A5031367264 @default.
- W2524447149 hasAuthorship W2524447149A5049513821 @default.
- W2524447149 hasBestOaLocation W25244471491 @default.
- W2524447149 hasConcept C107826830 @default.
- W2524447149 hasConcept C127413603 @default.
- W2524447149 hasConcept C15744967 @default.
- W2524447149 hasConcept C169760540 @default.
- W2524447149 hasConcept C18903297 @default.
- W2524447149 hasConcept C205649164 @default.
- W2524447149 hasConcept C26760741 @default.
- W2524447149 hasConcept C2776035688 @default.
- W2524447149 hasConcept C2780428219 @default.
- W2524447149 hasConcept C2780648208 @default.
- W2524447149 hasConcept C39432304 @default.
- W2524447149 hasConcept C46312422 @default.
- W2524447149 hasConcept C4792198 @default.
- W2524447149 hasConcept C62649853 @default.
- W2524447149 hasConcept C78519656 @default.
- W2524447149 hasConcept C86803240 @default.
- W2524447149 hasConceptScore W2524447149C107826830 @default.
- W2524447149 hasConceptScore W2524447149C127413603 @default.
- W2524447149 hasConceptScore W2524447149C15744967 @default.
- W2524447149 hasConceptScore W2524447149C169760540 @default.
- W2524447149 hasConceptScore W2524447149C18903297 @default.
- W2524447149 hasConceptScore W2524447149C205649164 @default.
- W2524447149 hasConceptScore W2524447149C26760741 @default.
- W2524447149 hasConceptScore W2524447149C2776035688 @default.
- W2524447149 hasConceptScore W2524447149C2780428219 @default.
- W2524447149 hasConceptScore W2524447149C2780648208 @default.
- W2524447149 hasConceptScore W2524447149C39432304 @default.
- W2524447149 hasConceptScore W2524447149C46312422 @default.
- W2524447149 hasConceptScore W2524447149C4792198 @default.
- W2524447149 hasConceptScore W2524447149C62649853 @default.
- W2524447149 hasConceptScore W2524447149C78519656 @default.
- W2524447149 hasConceptScore W2524447149C86803240 @default.
- W2524447149 hasLocation W25244471491 @default.
- W2524447149 hasLocation W25244471492 @default.
- W2524447149 hasLocation W25244471493 @default.
- W2524447149 hasLocation W25244471494 @default.
- W2524447149 hasLocation W25244471495 @default.
- W2524447149 hasOpenAccess W2524447149 @default.
- W2524447149 hasPrimaryLocation W25244471491 @default.
- W2524447149 hasRelatedWork W1998010457 @default.
- W2524447149 hasRelatedWork W2011409607 @default.
- W2524447149 hasRelatedWork W2116952205 @default.
- W2524447149 hasRelatedWork W2276534006 @default.
- W2524447149 hasRelatedWork W2353707061 @default.
- W2524447149 hasRelatedWork W2749040130 @default.
- W2524447149 hasRelatedWork W2946199418 @default.
- W2524447149 hasRelatedWork W3048458161 @default.
- W2524447149 hasRelatedWork W4310023120 @default.
- W2524447149 hasRelatedWork W2185247127 @default.
- W2524447149 isParatext "false" @default.
- W2524447149 isRetracted "false" @default.
- W2524447149 magId "2524447149" @default.
- W2524447149 workType "article" @default.