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Comparison of Landsat 8 and Landsat 7 for regional measurements of CDOM and water clarity in lakes
 

Paper Details

Comparison of Landsat 8 and Landsat 7 for regional measurements of CDOM and water clarity in lakes
Leif G. Olmanson,Patrick L. Brezonik,Jacques C. Finlay,Marvin E. Bauer
Remote Sensing of Environment
2016
https://app.readcube.com/library/eeeabbd4-b0f2-4d1d-af2b-b1d02dd21a9d/item/8952bcc7-958c-4054-b3b7-caffeebd970d
10.1016/j.rse.2016.01.007

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Sample (n) Parameter Model/Algorithm Formula r^2 RMSE Study Area Satellite Reference


Formula Details

Sample (n) Parameter Model/Algorithm Formula r^2 RMSE Study Area Satellite Reference
20 CDOM Linear Regression y=14.62 + 2.77(B1/B3) + −14.21(B2/B3) 0.827 0.43 Lake Superior Landsat 7
20 CDOM Linear Regression y=2.21 + 1.01(B1/B4) + −5.84( B2/B4) + 5.36( B3/B4) 0.817 0.46 Lake Superior Landsat 7
20 CDOM Linear Regression y=4.03 + −4.52(B2/B4) + 4.932( B3/B4) 0.807 0.46 Lake Superior Landsat 7
20 CDOM Linear Regression y=17.54 + −8.53(B2/B3) + −0.142( B2) 0.832 0.43 Lake Superior Landsat 7
20 CDOM Linear Regression y=19.1 + −9.09(B2/B3) + −0.104( B1) 0.808 0.46 Lake Superior Landsat 7
20 CDOM Linear Regression y=21.02 + −4.05(B1/B3) + −0.333( B2) 0.801 0.46 Lake Superior Landsat 7
20 CDOM Linear Regression y=23.56 + −2.69(B1/B3) + −0.313( B1) 0.637 0.63 Lake Superior Landsat 7
20 CDOM Linear Regression y=17.57 + −1.57(B2/B4) + −0.219( B1) 0.653 0.62 Lake Superior Landsat 7
20 CDOM Linear Regression y=12.08 + −1.47(B2/B4) + −0.189( B2) 0.608 0.65 Lake Superior Landsat 7
20 CDOM Linear Regression y=14.37 + −1.19(B1/B4) + −0.220( B2) 0.641 0.63 Lake Superior Landsat 7
20 CDOM Linear Regression y=19.07 + −1.24(B1/B4) + −0.224( B1) 0.637 0.63 Lake Superior Landsat 7
20 CDOM Linear Regression y=16.04 + −10.8(B2/B3) 0.791 0.46 Lake Superior Landsat 7
20 CDOM Linear Regression y=5.75 + −14.5(ln(B2/B3)) 0.784 0.47 Lake Superior Landsat 7
20 CDOM Linear Regression y=64.88 + 19.2(B1/B3) + −74.1(B2/B3) 0.676 3.1 Lake Superior Landsat 7
20 CDOM Linear Regression y=−9.62 + 13.9(B1/B4) + −39.2( B2/B4) + 30.08( B3/B4) 0.668 3.3 Lake Superior Landsat 7
20 CDOM Linear Regression y=15.49 + −21.0(B2/B4) + 24.2( B3/B4) 0.601 3.5 Lake Superior Landsat 7
20 CDOM Linear Regression y=71.08 + −52.77(B2/B3) + 0.124(B2/B3) 0.616 3.4 Lake Superior Landsat 7
20 CDOM Linear Regression y=81.01 + −41.0(B2/B3) + −0.595(B2) 0.641 3.3 Lake Superior Landsat 7
20 CDOM Linear Regression y=74.72 + −50.69(B2/B3) 0.615 3.3 Lake Superior Landsat 7
20 CDOM Linear Regression y=29.2 + 109.3(B1/B4) + −143.2( B2/B4) 0.83 0.44 Lake Superior Landsat 8
20 CDOM Linear Regression y=48.4 + 2.6(B1/B4) + −45.7( B3/B4) 0.821 0.46 Lake Superior Landsat 8
20 CDOM Linear Regression y=48.8 + 2.6(B2/B4) + −45.8( B3/B4) 0.82 0.46 Lake Superior Landsat 8
20 CDOM Linear Regression y=46.6 + −43.7(B3/B4) + 0.000( B1) 0.82 0.46 Lake Superior Landsat 8
20 CDOM Linear Regression y=49.6 + −42.5(B3/B4) + 0.000( B3) 0.819 0.46 Lake Superior Landsat 8
20 CDOM Linear Regression y=48.3 + −43.3(B3/B4) + 0.000( B2) 0.818 0.46 Lake Superior Landsat 8
20 CDOM Linear Regression y=49 + −42.9(B3/B4) 0.818 0.45 Lake Superior Landsat 8
20 CDOM Linear Regression y=6.3 + −47.5(ln(B3/B4)) 0.818 0.45 Lake Superior Landsat 8
20 CDOM Linear Regression y=28.4 + −72.7(B3/B5) + 0.009( B3) 0.796 0.49 Lake Superior Landsat 8
20 CDOM Linear Regression y=32.4 + −56(B2/B5) + 0.006( B2) 0.729 0.56 Lake Superior Landsat 8
20 CDOM Linear Regression y=34.4 + 59.5(B1/B5) + −89.5( B2/B5) 0.667 0.62 Lake Superior Landsat 8
20 CDOM Linear Regression y=30.1 + −52.4(B1/B5) + 0.006( B1) 0.665 0.62 Lake Superior Landsat 8
20 CDOM Linear Regression y=47 + −22.1(B2/B5) + −11.7( B3/B5) 0.621 0.66 Lake Superior Landsat 8
20 CDOM Linear Regression y=49.7 + −16.8(B1/B5) + −17.9( B3/B5) 0.6 0.68 Lake Superior Landsat 8
20 CDOM Linear Regression y=162 + −294(B3/B4) + 0.02( B1) 0.753 3.5 Lake Superior Landsat 8
20 CDOM Linear Regression y=193 + −308(B3/B4) + 0.02( B2) 0.738 3.6 Lake Superior Landsat 8
20 CDOM Linear Regression y=127 + −496(B3/B5) + 0.074( B3) 0.73 3.7 Lake Superior Landsat 8
20 CDOM Linear Regression y=259 + −271(B3/B4) + −0.007( B3) 0.666 4.1 Lake Superior Landsat 8
20 CDOM Linear Regression y=284.3 + 42.5(B2/B4) + −300( B3/B4) 0.66 4.1 Lake Superior Landsat 8
20 CDOM Linear Regression y=279.2 + 30.8(B1/B4) + −286( B3/B4) 0.659 4.2 Lake Superior Landsat 8
20 CDOM Linear Regression y=286 + −252(B3/B4) 0.648 4.1 Lake Superior Landsat 8
20 CDOM Linear Regression y=80.3 + −397(B2/B5) + 0.064( B2) 0.63 4.3 Lake Superior Landsat 8
20 CDOM Linear Regression y=50.8 + −359(B1/B5) + 0.061( B1) 0.611 4.4 Lake Superior Landsat 8