Table 2.
Statistics of agreement between phenological transition dates derived from PhenoCam imagery (10% seasonal amplitude threshold during “greenness rising” and “greenness falling” phenological phases) and from MODIS satellite remote sensing (onset of greenness, onset of senescence)
PhenoCam ROI Vegetation Type |
IGBP Landcover |
n | SD (camera DOY) |
SD (MODIS DOY) |
Pearson’s r |
∆ DOY ± SD | Deming regression | ||
---|---|---|---|---|---|---|---|---|---|
Distance | Slope ± SE | Intercept ± SE | |||||||
(a) “Greenness rising” phase | |||||||||
AG | 12, 14 | 40 | 65 | 58 | 0.91 | −25.1 ± 27.1 | 18.7 | 0.89 ± 0.09 | −12.8 ± 11.3 |
Other | 2 | 12 | 0 | −8.5 ± 12.0 | |||||
DB | 4, 5 | 284 | 15 | 16 | 0.83 | −9.4 ± 9.1 | 6.4 | 1.07 ± 0.06 | −17.4 ± 6.8 |
Other | 74 | 25 | 29 | 0.74 | −18.0 ± 19.8 | 13.7 | 1.22 ± 0.22 | −41.6 ± 24.4 | |
EN | 1, 5 | 49 | 14 | 15 | 0.37 | 26.1 ± 15.9 | 11.3 | 1.15 ± 0.36 | 13.0 ± 31.7 |
Other | 7 | 7 | 18 | 0.55 | 16.6 ± 15.3 | 6.2 | |||
GR | 10, 12, 14 | 49 | 58 | 60 | 0.97 | −11.4 ± 14.5 | 10.3 | 1.03 ± 0.06 | −14.7 ± 6.5 |
Other | 37 | 54 | 58 | 0.90 | −6.0 ± 25.0 | 17.6 | 1.08 ± 0.12 | −12.7 ± 12.1 | |
(b) “Greenness falling” phase | |||||||||
AG | 12, 14 | 40 | 51 | 56 | 0.87 | 10.6 ± 27.4 | 19.3 | 1.11 ± 0.11 | −17.9 ± 31.0 |
Other | 4 | 16 | 32 | −0.42 | 29.8 ± 41.5 | 20.1 | |||
DB | 4, 5 | 302 | 12 | 17 | 0.66 | 15.0 ± 12.9 | 8.0 | 1.68 ± 0.18 | −182.4 ± 52.7 |
Other | 75 | 33 | 41 | 0.75 | 4.9 ± 27.1 | 18.3 | 1.31 ± 0.22 | −89.5 ± 68.0 | |
EN | 1, 5 | 50 | 23 | 17 | 0.38 | −33.4 ± 22.7 | 14.9 | 0.49 ± 0.22 | 134.4 ± 72.3 |
Other | 7 | 13 | 14 | 0.22 | −42.6 ± 16.5 | 12.8 | |||
GR | 10, 12, 14 | 50 | 43 | 47 | 0.84 | 15.4 ± 25.5 | 17.9 | 1.13 ± 0.10 | −18.1 ± 26.6 |
Other | 36 | 67 | 64 | 0.89 | 16.6 ± 30.2 | 21.6 | 0.95 ± 0.06 | 30.1 ± 14.4 |
Data reported only for vegetation types for which there were n = 25 or more paired PhenoCam-MODIS observations with similar land cover classification (“apples to apples” comparisons; see text) during both greenness rising and greenness falling phases (see Supplementary Table 2 for the full [vegetation type x IGBP landcover] matrix). Vegetation types are as follows: AG = agricultural; DB = deciduous broadleaf; EN = evergreen needleleaf; GR = grassland. IGBP Landcover classes are defined in Table 1. ROI = region of interest; SD = standard deviation; SE = standard error; DOY = day of year. Deming (orthogonal) regression slope and intercept reported only when the slope is significantly different from 0 at p < 0.05 and n ≥ 10. The Deming regression distance is the RMS (root mean squared) distance, measured perpendicular to the regression line and assuming (n − 2) degrees of freedom.