Table 3.
Performance of algorithms for chlorophyll-a estimation at Taylorsville Lake using chlorophyll-a indices according to Pearson’s r test (Type-1) linear regressions.
ALGORITHMS | NO. OF POINTS | PEARSON’S R | PEARSON’S R2 | P_VALUE | SLOPE | INTERCEPT |
---|---|---|---|---|---|---|
CASI CI | 70 | 0.823 | 0.678 | <0.001 | 0.642 | 21.677 |
CASI MCI | 70 | 0.693 | 0.481 | <0.001 | 0.539 | 21.745 |
CASI FLH | 70 | 0.823 | 0.678 | <0.001 | 0.642 | 21.677 |
CASI NDCI | 70 | 0.758 | 0.575 | <0.001 | 401.211 | 21.34 |
CASI 2BDA | 70 | 0.811 | 0.658 | <0.001 | 146.489 | −131.003 |
CASI 3BDA | 70 | 0.777 | 0.604 | <0.001 | 169.812 | 15.953 |
WV2 NDCI | 70 | 0.699 | 0.488 | <0.001 | 504.827 | 32.776 |
WV2 FLHVIOLET | 70 | 0.434 | 0.188 | <0.001 | 0.558 | −86.486 |
WV2 2BDA | 70 | 0.706 | 0.499 | <0.001 | 244.43 | −212.303 |
WV2 3BDA | 70 | 0.665 | 0.442 | <0.001 | 225.43 | 32.479 |
S2 NDCI | 69 | 0.836 | 0.698 | <0.001 | 554.162 | 7.204 |
S2 FLH VIOLET | 69 | 0.478 | 0.228 | <0.001 | 1.489 | 30.850 |
S2 2BDA | 69 | 0.841 | 0.707 | <0.001 | 239.526 | −230.765 |
S2 3BDA | 69 | 0.767 | 0.588 | <0.001 | 256.550 | 9.001 |
L8 NDCI | 69 | 0.108 | 0.012 | 0.375 | −53.498 | 39.285 |
L8 SABI | 69 | 0.130 | 0.017 | 0.288 | −44.960 | 39.789 |
L8 FLH BLUE | 69 | 0.563 | 0.317 | <0.001 | 0.972 | −23.625 |
L8 FLH VIOLET | 69 | 0.555 | 0.308 | <0.001 | 0.696 | −51.341 |
L8 2BDA | 69 | 0.095 | 0.009 | 0.437 | −21.212 | 60.267 |
L8 KIVU | 69 | 0.315 | 0.099 | 0.008 | 80.752 | 71.521 |
L8 3BDA | 69 | 0.345 | 0.119 | 0.004 | −74.272 | 78.442 |
MODIS NDCI | 10 | 0.089 | 0.008 | 0.804 | −34.494 | 28.393 |
MODIS 2BDA | 10 | 0.109 | 0.012 | 0.758 | −20.866 | 49.409 |
MERIS* | 3 | N/A | N/A | N/A | N/A | N/A |
The MERIS configuration only produced three usable water only pixels, which did not meet the minimal requirements to derive Pearson’s r statistical correlations.