FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2808092904> ?p ?o ?g. }

• W2808092904 endingPage "946" @default.
• W2808092904 startingPage "946" @default.
• W2808092904 abstract "Carbon sink estimation and ecological assessment of forests require accurate forest type mapping. The traditional survey method is time consuming and labor intensive, and the remote sensing method with high-resolution, multi-spectral commercial satellite images has high cost and low availability. In this study, we explore and evaluate the potential of freely-available multi-source imagery to identify forest types with an object-based random forest algorithm. These datasets included Sentinel-2A (S2), Sentinel-1A (S1) in dual polarization, one-arc-second Shuttle Radar Topographic Mission Digital Elevation (DEM) and multi-temporal Landsat-8 images (L8). We tested seven different sets of explanatory variables for classifying eight forest types in Wuhan, China. The results indicate that single-sensor (S2) or single-day data (L8) cannot obtain satisfactory results; the overall accuracy was 54.31% and 50.00%, respectively. Compared with the classification using only Sentinel-2 data, the overall accuracy increased by approximately 15.23% and 22.51%, respectively, by adding DEM and multi-temporal Landsat-8 imagery. The highest accuracy (82.78%) was achieved with fused imagery, the terrain and multi-temporal data contributing the most to forest type identification. These encouraging results demonstrate that freely-accessible multi-source remotely-sensed data have tremendous potential in forest type identification, which can effectively support monitoring and management of forest ecological resources at regional or global scales." @default.
• W2808092904 created "2018-06-21" @default.
• W2808092904 creator A5004788238 @default.
• W2808092904 creator A5013105439 @default.
• W2808092904 creator A5032507421 @default.
• W2808092904 creator A5054596482 @default.
• W2808092904 date "2018-06-14" @default.
• W2808092904 modified "2023-10-06" @default.
• W2808092904 title "Forest Type Identification with Random Forest Using Sentinel-1A, Sentinel-2A, Multi-Temporal Landsat-8 and DEM Data" @default.
• W2808092904 cites W1472517506 @default.
• W2808092904 cites W1605688901 @default.
• W2808092904 cites W1614886892 @default.
• W2808092904 cites W1886678720 @default.
• W2808092904 cites W1984667420 @default.
• W2808092904 cites W1984792953 @default.
• W2808092904 cites W1989304191 @default.
• W2808092904 cites W1994668970 @default.
• W2808092904 cites W1996828724 @default.
• W2808092904 cites W2004553299 @default.
• W2808092904 cites W2011287807 @default.
• W2808092904 cites W2025836562 @default.
• W2808092904 cites W2037513227 @default.
• W2808092904 cites W2044465660 @default.
• W2808092904 cites W2057387551 @default.
• W2808092904 cites W2057543304 @default.
• W2808092904 cites W2059854942 @default.
• W2808092904 cites W2060189095 @default.
• W2808092904 cites W2061240006 @default.
• W2808092904 cites W2062494473 @default.
• W2808092904 cites W2069880880 @default.
• W2808092904 cites W2085183305 @default.
• W2808092904 cites W2092196663 @default.
• W2808092904 cites W2106080357 @default.
• W2808092904 cites W2111997804 @default.
• W2808092904 cites W2112702040 @default.
• W2808092904 cites W2132424470 @default.
• W2808092904 cites W2134312403 @default.
• W2808092904 cites W2137336591 @default.
• W2808092904 cites W2138973222 @default.
• W2808092904 cites W2142356726 @default.
• W2808092904 cites W2171738448 @default.
• W2808092904 cites W2188679879 @default.
• W2808092904 cites W2206762869 @default.
• W2808092904 cites W2273708466 @default.
• W2808092904 cites W2321226168 @default.
• W2808092904 cites W2329061269 @default.
• W2808092904 cites W2461484274 @default.
• W2808092904 cites W2507726724 @default.
• W2808092904 cites W2515306179 @default.
• W2808092904 cites W2552224582 @default.
• W2808092904 cites W2653148934 @default.
• W2808092904 cites W2747398809 @default.
• W2808092904 cites W2762523627 @default.
• W2808092904 cites W2767216801 @default.
• W2808092904 cites W2767243259 @default.
• W2808092904 cites W2911964244 @default.
• W2808092904 cites W4212883601 @default.
• W2808092904 doi "https://doi.org/10.3390/rs10060946" @default.
• W2808092904 hasPublicationYear "2018" @default.
• W2808092904 type Work @default.
• W2808092904 sameAs 2808092904 @default.
• W2808092904 citedByCount "89" @default.
• W2808092904 countsByYear W28080929042018 @default.
• W2808092904 countsByYear W28080929042019 @default.
• W2808092904 countsByYear W28080929042020 @default.
• W2808092904 countsByYear W28080929042021 @default.
• W2808092904 countsByYear W28080929042022 @default.
• W2808092904 countsByYear W28080929042023 @default.
• W2808092904 crossrefType "journal-article" @default.
• W2808092904 hasAuthorship W2808092904A5004788238 @default.
• W2808092904 hasAuthorship W2808092904A5013105439 @default.
• W2808092904 hasAuthorship W2808092904A5032507421 @default.
• W2808092904 hasAuthorship W2808092904A5054596482 @default.
• W2808092904 hasBestOaLocation W28080929041 @default.
• W2808092904 hasConcept C127313418 @default.
• W2808092904 hasConcept C147103442 @default.
• W2808092904 hasConcept C154945302 @default.
• W2808092904 hasConcept C161840515 @default.
• W2808092904 hasConcept C169258074 @default.
• W2808092904 hasConcept C181843262 @default.
• W2808092904 hasConcept C205649164 @default.
• W2808092904 hasConcept C2778102629 @default.
• W2808092904 hasConcept C28631016 @default.
• W2808092904 hasConcept C39432304 @default.
• W2808092904 hasConcept C41008148 @default.
• W2808092904 hasConcept C54286561 @default.
• W2808092904 hasConcept C58640448 @default.
• W2808092904 hasConcept C62649853 @default.
• W2808092904 hasConceptScore W2808092904C127313418 @default.
• W2808092904 hasConceptScore W2808092904C147103442 @default.
• W2808092904 hasConceptScore W2808092904C154945302 @default.
• W2808092904 hasConceptScore W2808092904C161840515 @default.
• W2808092904 hasConceptScore W2808092904C169258074 @default.
• W2808092904 hasConceptScore W2808092904C181843262 @default.
• W2808092904 hasConceptScore W2808092904C205649164 @default.
• W2808092904 hasConceptScore W2808092904C2778102629 @default.
• W2808092904 hasConceptScore W2808092904C28631016 @default.
• W2808092904 hasConceptScore W2808092904C39432304 @default.

• next