Matches in SemOpenAlex for { <https://semopenalex.org/work/W2965151408> ?p ?o ?g. }
Showing items 1 to 95 of
95
with 100 items per page.
- W2965151408 endingPage "1803" @default.
- W2965151408 startingPage "1803" @default.
- W2965151408 abstract "This study improved on previous efforts to map longleaf pine (Pinus palustris) over large areas in the southeastern United States of America by developing new methods that integrate forest inventory data, aerial photography and Landsat 8 imagery to model forest characteristics. Spatial, statistical and machine learning algorithms were used to relate United States Forest Service Forest Inventory and Analysis (FIA) field plot data to relatively normalized Landsat 8 imagery based texture. Modeling algorithms employed include softmax neural networks and multiple hurdle models that combine softmax neural network predictions with linear regression models to estimate key forest characteristics across 2.3 million ha in Georgia, USA. Forest metrics include forest type, basal area and stand density. Results show strong relationships between Landsat 8 imagery based texture and field data (map accuracy > 0.80; square root basal area per ha residual standard errors < 1; natural log transformed trees per ha < 1.081). Model estimates depicting spatially explicit, fine resolution raster surfaces of forest characteristics for multiple coniferous and deciduous species across the study area were created and made available to the public in an online raster database. These products can be integrated with existing tabular, vector and raster databases already being used to guide longleaf pine conservation and restoration in the region." @default.
- W2965151408 created "2019-08-13" @default.
- W2965151408 creator A5000069733 @default.
- W2965151408 creator A5036241282 @default.
- W2965151408 creator A5052077430 @default.
- W2965151408 creator A5062006747 @default.
- W2965151408 date "2019-08-01" @default.
- W2965151408 modified "2023-09-26" @default.
- W2965151408 title "Using Forest Inventory Data with Landsat 8 Imagery to Map Longleaf Pine Forest Characteristics in Georgia, USA" @default.
- W2965151408 cites W2023306858 @default.
- W2965151408 cites W2027776168 @default.
- W2965151408 cites W2044465660 @default.
- W2965151408 cites W2088603520 @default.
- W2965151408 cites W2119160928 @default.
- W2965151408 cites W2142635246 @default.
- W2965151408 cites W2161821779 @default.
- W2965151408 cites W2340470700 @default.
- W2965151408 cites W2507428124 @default.
- W2965151408 cites W2736100037 @default.
- W2965151408 cites W2790664204 @default.
- W2965151408 cites W2796172891 @default.
- W2965151408 cites W2901253484 @default.
- W2965151408 cites W2909816655 @default.
- W2965151408 cites W2911554154 @default.
- W2965151408 cites W2912722125 @default.
- W2965151408 cites W2934121071 @default.
- W2965151408 cites W2798701556 @default.
- W2965151408 doi "https://doi.org/10.3390/rs11151803" @default.
- W2965151408 hasPublicationYear "2019" @default.
- W2965151408 type Work @default.
- W2965151408 sameAs 2965151408 @default.
- W2965151408 citedByCount "11" @default.
- W2965151408 countsByYear W29651514082019 @default.
- W2965151408 countsByYear W29651514082020 @default.
- W2965151408 countsByYear W29651514082021 @default.
- W2965151408 countsByYear W29651514082022 @default.
- W2965151408 countsByYear W29651514082023 @default.
- W2965151408 crossrefType "journal-article" @default.
- W2965151408 hasAuthorship W2965151408A5000069733 @default.
- W2965151408 hasAuthorship W2965151408A5036241282 @default.
- W2965151408 hasAuthorship W2965151408A5052077430 @default.
- W2965151408 hasAuthorship W2965151408A5062006747 @default.
- W2965151408 hasBestOaLocation W29651514081 @default.
- W2965151408 hasConcept C147103442 @default.
- W2965151408 hasConcept C154945302 @default.
- W2965151408 hasConcept C181844469 @default.
- W2965151408 hasConcept C18903297 @default.
- W2965151408 hasConcept C205649164 @default.
- W2965151408 hasConcept C2778102629 @default.
- W2965151408 hasConcept C28631016 @default.
- W2965151408 hasConcept C33283694 @default.
- W2965151408 hasConcept C39432304 @default.
- W2965151408 hasConcept C41008148 @default.
- W2965151408 hasConcept C58640448 @default.
- W2965151408 hasConcept C62649853 @default.
- W2965151408 hasConcept C86803240 @default.
- W2965151408 hasConcept C91354502 @default.
- W2965151408 hasConcept C97137747 @default.
- W2965151408 hasConceptScore W2965151408C147103442 @default.
- W2965151408 hasConceptScore W2965151408C154945302 @default.
- W2965151408 hasConceptScore W2965151408C181844469 @default.
- W2965151408 hasConceptScore W2965151408C18903297 @default.
- W2965151408 hasConceptScore W2965151408C205649164 @default.
- W2965151408 hasConceptScore W2965151408C2778102629 @default.
- W2965151408 hasConceptScore W2965151408C28631016 @default.
- W2965151408 hasConceptScore W2965151408C33283694 @default.
- W2965151408 hasConceptScore W2965151408C39432304 @default.
- W2965151408 hasConceptScore W2965151408C41008148 @default.
- W2965151408 hasConceptScore W2965151408C58640448 @default.
- W2965151408 hasConceptScore W2965151408C62649853 @default.
- W2965151408 hasConceptScore W2965151408C86803240 @default.
- W2965151408 hasConceptScore W2965151408C91354502 @default.
- W2965151408 hasConceptScore W2965151408C97137747 @default.
- W2965151408 hasFunder F4320332605 @default.
- W2965151408 hasIssue "15" @default.
- W2965151408 hasLocation W29651514081 @default.
- W2965151408 hasOpenAccess W2965151408 @default.
- W2965151408 hasPrimaryLocation W29651514081 @default.
- W2965151408 hasRelatedWork W117302946 @default.
- W2965151408 hasRelatedWork W1965053285 @default.
- W2965151408 hasRelatedWork W2127302990 @default.
- W2965151408 hasRelatedWork W2169901261 @default.
- W2965151408 hasRelatedWork W2202091935 @default.
- W2965151408 hasRelatedWork W2574134081 @default.
- W2965151408 hasRelatedWork W281914890 @default.
- W2965151408 hasRelatedWork W2901413258 @default.
- W2965151408 hasRelatedWork W2946458203 @default.
- W2965151408 hasRelatedWork W3005275829 @default.
- W2965151408 hasVolume "11" @default.
- W2965151408 isParatext "false" @default.
- W2965151408 isRetracted "false" @default.
- W2965151408 magId "2965151408" @default.
- W2965151408 workType "article" @default.