Table 3 Regression equations for plant diversity based on hyperspectral indices in central Hunshandak Sandland, Northern China.
From: Assessment of plant species diversity based on hyperspectral indices at a fine scale
Diversity indices | Regression equation | R2 | Adjusted R2 | RMSE |
---|---|---|---|---|
Simpson | Y = −4.873(Rg − Ro)/(Rg + Ro) + 0.509λb + 1.026Rg/Ro − 270.43 | 0.710 | 0.677 | 0.024 |
Pielou | Y = −0.699(Rg − Ro)/(Rg + Ro) + 0.244 | 0.403 | 0.382 | 0.013 |
Shannon-Wiener | Y = −9.697(Rg − Ro)/(Rg + Ro) + 0.974λb + 2.06Rg/Ro − 517.113 | 0.665 | 0.626 | 0.113 |
Margalef | Y = 2.984SDb + 21.595(Rg − Ro)/(Rg + Ro) − 9.176 | 0.554 | 0.539 | 0.455 |
Gleason | Y = 21.413SDb + 91.277(Rg − Ro)/(Rg + Ro) + 37.862 | 0.563 | 0.547 | 8.507 |