Matches in SemOpenAlex for { <https://semopenalex.org/work/W2345180343> ?p ?o ?g. }
Showing items 1 to 82 of
82
with 100 items per page.
- W2345180343 abstract "Current research study emphasizes the importance of advanced digital image processing methods in order to delineate between various LULC features. In the case of the Antarctica, the present LC (snow/ice, landmass, water, vegetation etc.) and the present LU (research stations of various nations) needs to be mapped accurately for the hassle free routine activities. Geo-location has become the most important part of geosciences studies. In this paper we have tried to locate three most important features (snow/ice, landmass, and water) and also have extracted the extent of the same using the multisource classification (image fusion/pansharpening) and pattern recognition (supervised/unsupervised methods, index ratio methods). Innovation in developing spectral index ratios has led us to come up with an unique ratio named Normalized Difference Landmass Index (NDLI) which performed better (Avg. Bias: 51.99m) than other ratios such as Normalized Difference Snow/Ice Index (NDSII) (Avg. Bias: -1572.11m) and Normalized Difference Water Index (NDWI) (Avg. Bias: 1886.60m). The practiced trial and error methodology quantifies the productivity of not only the classification methods over one other but also that of the fusion methods. In present study, classifiers used (Mahalanobis and Winner Takes All) performed better (Avg. Bias: 122.16 m) than spectral index ratios (Avg. Bias: 620.16 m). The study also revealed that newly introduced bands in WorldView-2, band 1 (Coastal Blue), 4 (Yellow), 6 (Red-edge) and 8 (Near Infrared-2) along with traditional bands have the capacity to mine the polar geospatial information with utmost accuracy and efficiency." @default.
- W2345180343 created "2016-06-24" @default.
- W2345180343 creator A5034229171 @default.
- W2345180343 creator A5046832482 @default.
- W2345180343 creator A5070871509 @default.
- W2345180343 date "2016-04-30" @default.
- W2345180343 modified "2023-09-23" @default.
- W2345180343 title "Multisource classification and pattern recognition methods for polar geospatial information mining using WorldView-2 data" @default.
- W2345180343 cites W1559822779 @default.
- W2345180343 cites W1631531566 @default.
- W2345180343 cites W1648168351 @default.
- W2345180343 cites W2019482892 @default.
- W2345180343 cites W2045003257 @default.
- W2345180343 cites W2061884518 @default.
- W2345180343 cites W2062391457 @default.
- W2345180343 cites W2070496544 @default.
- W2345180343 cites W2084481702 @default.
- W2345180343 cites W2123803542 @default.
- W2345180343 cites W2137762342 @default.
- W2345180343 cites W2139529730 @default.
- W2345180343 cites W2164321804 @default.
- W2345180343 cites W2166908116 @default.
- W2345180343 cites W2325566171 @default.
- W2345180343 cites W4254960862 @default.
- W2345180343 doi "https://doi.org/10.1117/12.2222984" @default.
- W2345180343 hasPublicationYear "2016" @default.
- W2345180343 type Work @default.
- W2345180343 sameAs 2345180343 @default.
- W2345180343 citedByCount "0" @default.
- W2345180343 crossrefType "proceedings-article" @default.
- W2345180343 hasAuthorship W2345180343A5034229171 @default.
- W2345180343 hasAuthorship W2345180343A5046832482 @default.
- W2345180343 hasAuthorship W2345180343A5070871509 @default.
- W2345180343 hasConcept C136764020 @default.
- W2345180343 hasConcept C153294291 @default.
- W2345180343 hasConcept C154945302 @default.
- W2345180343 hasConcept C1921717 @default.
- W2345180343 hasConcept C197046000 @default.
- W2345180343 hasConcept C205649164 @default.
- W2345180343 hasConcept C2777382242 @default.
- W2345180343 hasConcept C39432304 @default.
- W2345180343 hasConcept C41008148 @default.
- W2345180343 hasConcept C62649853 @default.
- W2345180343 hasConcept C9770341 @default.
- W2345180343 hasConceptScore W2345180343C136764020 @default.
- W2345180343 hasConceptScore W2345180343C153294291 @default.
- W2345180343 hasConceptScore W2345180343C154945302 @default.
- W2345180343 hasConceptScore W2345180343C1921717 @default.
- W2345180343 hasConceptScore W2345180343C197046000 @default.
- W2345180343 hasConceptScore W2345180343C205649164 @default.
- W2345180343 hasConceptScore W2345180343C2777382242 @default.
- W2345180343 hasConceptScore W2345180343C39432304 @default.
- W2345180343 hasConceptScore W2345180343C41008148 @default.
- W2345180343 hasConceptScore W2345180343C62649853 @default.
- W2345180343 hasConceptScore W2345180343C9770341 @default.
- W2345180343 hasLocation W23451803431 @default.
- W2345180343 hasOpenAccess W2345180343 @default.
- W2345180343 hasPrimaryLocation W23451803431 @default.
- W2345180343 hasRelatedWork W1553423044 @default.
- W2345180343 hasRelatedWork W1904883349 @default.
- W2345180343 hasRelatedWork W2032729760 @default.
- W2345180343 hasRelatedWork W2338713958 @default.
- W2345180343 hasRelatedWork W2350376780 @default.
- W2345180343 hasRelatedWork W2404695035 @default.
- W2345180343 hasRelatedWork W2582766772 @default.
- W2345180343 hasRelatedWork W2585868769 @default.
- W2345180343 hasRelatedWork W2787121531 @default.
- W2345180343 hasRelatedWork W2789652555 @default.
- W2345180343 hasRelatedWork W2905729232 @default.
- W2345180343 hasRelatedWork W2998522774 @default.
- W2345180343 hasRelatedWork W3015626493 @default.
- W2345180343 hasRelatedWork W3045981516 @default.
- W2345180343 hasRelatedWork W3088288736 @default.
- W2345180343 hasRelatedWork W3121746786 @default.
- W2345180343 hasRelatedWork W3124685443 @default.
- W2345180343 hasRelatedWork W3163993705 @default.
- W2345180343 hasRelatedWork W2085945940 @default.
- W2345180343 hasRelatedWork W2181346581 @default.
- W2345180343 isParatext "false" @default.
- W2345180343 isRetracted "false" @default.
- W2345180343 magId "2345180343" @default.
- W2345180343 workType "article" @default.