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- W4220990523 endingPage "112992" @default.
- W4220990523 startingPage "112992" @default.
- W4220990523 abstract "The tasseled cap transformation (TCT) has been widely used to decompose satellite multi-spectral information into “brightness”, “greenness”, and “wetness” components. Published TCT coefficients for the Landsat sensor series have mainly been derived using top of atmosphere (TOA) reflectance and sparse data sets. Studies to derive TCT coefficients for Landsat surface reflectance (SR) are lacking. In this study, the TCT coefficients were derived independently for Landsat-8 Operational Land Imager (OLI) SR and TOA reflectance using the Gram-Schmidt orthogonalization (GSO) method. To ensure that the derived TCT coefficients are robust and broadly applicable, representative samples of soil, vegetation, and water were selected from summer and autumn Landsat-8 OLI Analysis Ready Data (ARD) sampled from 40.4 million 30 m pixel locations across the conterminous United States (CONUS). Given that the blue band is susceptible to atmospheric contamination due to its shorter wavelength, two groups of TCT coefficients were derived: one from 6 bands (Blue, Green, Red, NIR, SWIR1, SWIR2) and one from 5 bands without the blue band. As TCT results cannot be validated in a formal way, the TCT components for CONUS summer TOA and SR composites were generated and compared with National Land Cover Database (NLCD) land cover classes to provide a synoptic assessment and provide confidence in the results. In addition, three ARD tiles selected to encompass a mix of land cover types, predominantly, desert in Nevada, wetland and urban in Florida, and agriculture in North Dakota, were used to analyze the seasonal variation of the TCT components. The results demonstrate that the derived Landsat-8 TCT coefficients can effectively characterize brightness, greenness, and wetness components across the CONUS, and show good consistency for discrimination of land cover types and track seasonal surface variations. There was no significant difference between each TCT component derived using the 6-band and 5-band TCT coefficients considering a large sample of CONUS pixels. Therefore, the 5-band TCT coefficients provided in this study are recommended for use, as the blue band is atmospherically sensitive and difficult to atmospherically correct reliably." @default.
- W4220990523 created "2022-04-03" @default.
- W4220990523 creator A5024006857 @default.
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- W4220990523 creator A5047370103 @default.
- W4220990523 creator A5059186978 @default.
- W4220990523 creator A5071693218 @default.
- W4220990523 creator A5077364867 @default.
- W4220990523 date "2022-06-01" @default.
- W4220990523 modified "2023-10-18" @default.
- W4220990523 title "Conterminous United States Landsat-8 top of atmosphere and surface reflectance tasseled cap transformation coefficients" @default.
- W4220990523 cites W1538296957 @default.
- W4220990523 cites W1964217023 @default.
- W4220990523 cites W1968803940 @default.
- W4220990523 cites W1971517391 @default.
- W4220990523 cites W1974047452 @default.
- W4220990523 cites W1974725043 @default.
- W4220990523 cites W1979636379 @default.
- W4220990523 cites W1993332713 @default.
- W4220990523 cites W1995077345 @default.
- W4220990523 cites W2000102737 @default.
- W4220990523 cites W2000648382 @default.
- W4220990523 cites W2002339318 @default.
- W4220990523 cites W2008004694 @default.
- W4220990523 cites W2008085934 @default.
- W4220990523 cites W2009202065 @default.
- W4220990523 cites W2036003376 @default.
- W4220990523 cites W2036479590 @default.
- W4220990523 cites W2039908035 @default.
- W4220990523 cites W2040125657 @default.
- W4220990523 cites W2043962305 @default.
- W4220990523 cites W2049201599 @default.
- W4220990523 cites W2050830693 @default.
- W4220990523 cites W2052087587 @default.
- W4220990523 cites W2055505446 @default.
- W4220990523 cites W2058125541 @default.
- W4220990523 cites W2061928497 @default.
- W4220990523 cites W2069267285 @default.
- W4220990523 cites W2069715270 @default.
- W4220990523 cites W2070071864 @default.
- W4220990523 cites W2072093516 @default.
- W4220990523 cites W2078841663 @default.
- W4220990523 cites W2089776857 @default.
- W4220990523 cites W2095246401 @default.
- W4220990523 cites W2101678239 @default.
- W4220990523 cites W2113129342 @default.
- W4220990523 cites W2113410727 @default.
- W4220990523 cites W2115651081 @default.
- W4220990523 cites W2117490284 @default.
- W4220990523 cites W2117706739 @default.
- W4220990523 cites W2121690928 @default.
- W4220990523 cites W2123521755 @default.
- W4220990523 cites W2125343954 @default.
- W4220990523 cites W2125459444 @default.
- W4220990523 cites W2127125828 @default.
- W4220990523 cites W2132404332 @default.
- W4220990523 cites W2138448722 @default.
- W4220990523 cites W2145022968 @default.
- W4220990523 cites W2150913843 @default.
- W4220990523 cites W2155782014 @default.
- W4220990523 cites W2155901407 @default.
- W4220990523 cites W2158864811 @default.
- W4220990523 cites W2159669130 @default.
- W4220990523 cites W2161881124 @default.
- W4220990523 cites W2162416391 @default.
- W4220990523 cites W2164377514 @default.
- W4220990523 cites W2166156209 @default.
- W4220990523 cites W2167787089 @default.
- W4220990523 cites W2196579671 @default.
- W4220990523 cites W2234018419 @default.
- W4220990523 cites W2273147317 @default.
- W4220990523 cites W2311203878 @default.
- W4220990523 cites W2469111149 @default.
- W4220990523 cites W2507428124 @default.
- W4220990523 cites W2513884524 @default.
- W4220990523 cites W2516173962 @default.
- W4220990523 cites W2752605280 @default.
- W4220990523 cites W2790518257 @default.
- W4220990523 cites W2791720519 @default.
- W4220990523 cites W2793728001 @default.
- W4220990523 cites W2897285410 @default.
- W4220990523 cites W2898245673 @default.
- W4220990523 cites W2900636113 @default.
- W4220990523 cites W2912984337 @default.
- W4220990523 cites W2913128707 @default.
- W4220990523 cites W2918120629 @default.
- W4220990523 cites W2920930972 @default.
- W4220990523 cites W2946698340 @default.
- W4220990523 cites W2958038879 @default.
- W4220990523 cites W2972483153 @default.
- W4220990523 cites W2976237496 @default.
- W4220990523 cites W2999491337 @default.
- W4220990523 cites W3003421670 @default.
- W4220990523 cites W3007407753 @default.
- W4220990523 cites W3009367059 @default.
- W4220990523 cites W3010636899 @default.
- W4220990523 cites W3032322152 @default.
- W4220990523 cites W3039372127 @default.