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Optimization of Landsat Chl-a Retrieval Algorithms in Freshwater Lakes through Classification of Optical Water Types
 

Paper Details

Optimization of Landsat Chl-a Retrieval Algorithms in Freshwater Lakes through Classification of Optical Water Types
M. Dallosch,I. Creed
Remote Sensing
2021
https://app.readcube.com/library/eeeabbd4-b0f2-4d1d-af2b-b1d02dd21a9d/item/e5648b98-5a05-4869-a4b6-5d3642001314
10.3390/rs13224607

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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
23 Chl-a Band Ratio (B2/B3) 0.82 11.74 United States, Canada, and Sweden Landsat 4, Landsat 5, Landsat 7, Landsat 8 OWT-Bh
13 Chl-a Band Ratio (B2/B3) × (B4/B3) 0.26 8.43 United States, Canada, and Sweden Landsat 4, Landsat 5, Landsat 7, Landsat 8 OWT-Ch
13 Chl-a Band Ratio (B3/B5) 0.91 0.24 United States, Canada, and Sweden Landsat 4, Landsat 5, Landsat 7, Landsat 8 OWT-Dh
36 Chl-a Band Ratio (B2/B5) 0.77 5.83 United States, Canada, and Sweden Landsat 4, Landsat 5, Landsat 7, Landsat 8 OWT-Eh
27 Chl-a Band Ratio (B3/B4) × B5 0.78 3 United States, Canada, and Sweden Landsat 4, Landsat 5, Landsat 7, Landsat 8 OWT-Fh
21 Chl-a Band Ratio (B2/B3) × (B4/B5) 0.69 1.61 United States, Canada, and Sweden Landsat 4, Landsat 5, Landsat 7, Landsat 8 OWT-Gh
26 Chl-a Band Ratio (B2/B3) 0.85 11.83 United States, Canada, and Sweden Landsat 4, Landsat 5, Landsat 7, Landsat 8 OWT-Bq
10 Chl-a Band Ratio (B2*B5) 0.59 17.45 United States, Canada, and Sweden Landsat 4, Landsat 5, Landsat 7, Landsat 8 OWT-Cq
10 Chl-a Band Ratio B4 0.56 0.66 United States, Canada, and Sweden Landsat 4, Landsat 5, Landsat 7, Landsat 8 OWT-Dq
56 Chl-a Band Ratio (B2/B5) 0.47 8.93 United States, Canada, and Sweden Landsat 4, Landsat 5, Landsat 7, Landsat 8 OWT-Eq
13 Chl-a Band Ratio B3 × (B2 + B3 + B4) 0.98 0.88 United States, Canada, and Sweden Landsat 4, Landsat 5, Landsat 7, Landsat 8 OWT-Fq
24 Chl-a Band Ratio (B2/B3) × (B4/B5) 0.68 2.84 United States, Canada, and Sweden Landsat 4, Landsat 5, Landsat 7, Landsat 8 OWT-Gq
147 Chl-a Band Ratio (B4/B2) × (B4/B5) 0.52 19.66 United States, Canada, and Sweden Landsat 4, Landsat 5, Landsat 7, Landsat 8 Global