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Close relationship between spectral vegetation indices and Vcmax in deciduous and mixed forests Cover

Close relationship between spectral vegetation indices and Vcmax in deciduous and mixed forests

Open Access
|Jan 2014

Figures & Tables

Table 1. Site description including name and location (latitude and longitude), canopy height, duration of measurements, stand age, dominant species composition, and references for each flux site in this study

Site CountryLatitude, longitudeCanopy height (m) Time spanStand age (years)Dominant species composition ReferencesCBSChina42°24′9″N, 128°05′45″E262003–2005200Pinus koraiensis, Tilia amurensis, Acer mono, Fraxinus mandshurica, Quercus mongolica Yu et al., 2008; Zhang et al., 2009SKOACanada53°37′12″N, 106°11′24″W232000–200274Trembling aspen, Populus tremuloides Michx. Gower et al., 1997; Krishnan et al., 2006; Mo et al., 2008UMBSAmerica45°33′35″N, 84°42′50″W222000–200290Populus grandidentata Michx., Quercus rubra L. Fagus grandifolia Ehrh., Acer rubrum L. and Pinus strobus L. Curtis et al., 2005; Gough et al., 2013

Table 2. Standard deviations and ranges of model parameters optimised

SymbolUnitStandard deviationRangeVcmaxµmol m−2 s−148–60MDimensionless0.82–16D0kPa0.151.1–2.2
Fig. 1

The seasonal variations in 8 d average air temperature, Ta (a–c), cumulative 8 d solar radiation, Sw (d–f), and 8 d average vapour pressure deficit, VPD (g–i), for CBS, SKOA and UMBS.

Fig. 2

Monthly cumulative precipitation, PPT: at (a) CBS, (b) SKOA and (c) UMBS.

Fig. 3

Seasonal changes in NDVI, EVI and Vcmax: (a–c) for CBS during 2003–2005; (d–f) for SKOA during 2000–2002; and (g–i) for UMBS during 2000–2002.

Fig. 4

Ensemble daily (24 h) GPP, SH and LE fluxes, and observations: (aa–ai) at CBS during 2003–2005; (ba–bi) at SKOA during 2000–2002; and (ca–ci) at UMBS during 2000–2002. The black and grey dots showed predicted and observed GPP, SH and LE, respectively.

Table 3. Statistics of the linear regression (Y=aX+b) between observed (as Y) and simulated (as X) daily fluxes of GPP (g C m−2 d−1), LE (W m−2) and SH (W m−2)

Parameters optimised using EnKFSiteITEMYearabR2RMSECBSGPP20030.851.000.893.0920040.890.920.902.9920050.871.140.872.99SH20031.11−2.610.7925.1320041.01−1.490.7924.4620050.894.640.7924.60LE20030.915.990.8728.9220040.927.630.8026.1520050.897.990.7924.68SKOAGPP20000.800.560.914.0820010.821.000.914.0320020.920.460.893.52SH20000.812.280.7837.1420010.92−1.760.7828.9220020.89−3.190.7947.43LE20000.933.920.8136.4120011.044.210.8037.6520021.013.250.8129.09UMBSGPP20000.861.240.863.1120010.820.620.853.1020020.850.110.933.95SH20001.05−18.960.9045.2420010.85−10.540.8035.8120020.93−9.290.8240.28LE20000.88−1.090.7933.6320010.81−5.540.8235.2820020.86−6.440.8543.65
Fig. 5

Relationships between (aa–ai) NDVI and (ba–bi) EVI and Vcmax over the growing seasons from DOY 121–289 during 2003–2005 at CBS. Data were divided into two phenological phases: first phase (solid circles) and second phase (open circles).

Fig. 6

Relationships between (aa–ai) NDVI and (ba–bi) EVI and Vcmax over the growing seasons from DOY 121–289 during 2000–2002 at SKOA. Data were divided into two phenological phases: first phase (solid circles) and second phase (open circles).

Fig. 7

Relationships between (aa–ai) NDVI and (ba–bi) EVI and Vcmax over the growing seasons from DOY 121–289 during 2000–2002 at UMBS. Data were divided into two phenological phases: first phase (solid circles) and second phase (open circles).

Table 4. Regression results of Vcmax (y, µmol m−2s−1) with vegetation indices (NDVI and EVI). Only the best regression models are shown, and the highest R2 and significance level are indicated

SiteVIsPhaseRegression equationR2pCBSNDVIFirst-2003y=7.18+3.0781E−005exp(15.23x)0.99p<0.001Second-2003y=6.20+0.08exp(6.52x)0.98p<0.001First-2004y=8.52+2.5761E−007exp(19.94x)0.99p<0.001Second-2004y=−9.57+30.36x+11.37x20.99p<0.001First-2005y=6.65+0.004exp(9.66x)0.94p<0.001Second-2005y=7.40+0.005exp(9.53x)0.96p<0.001EVIFirst-2003y=5.73+0.14exp(8.10x)0.95p<0.001Second-2003y=47.34−438.12x+1468.61x2−1316.60x30.98p<0.001First-2004y=8.30+1.0102E−005exp(22.90x)0.98p<0.001Second-2004y=13.42−111.80x+530.35x2−510.84x30.99p<0.001First-2005y=5.05+0.68exp(5.56x)0.97p<0.001Second-2005y=27.55−210.00x+647.11x2−472.75x30.99p<0.001SKOANDVIFirst-2000y=8.45+0.002exp(10.25x)0.95p<0.001Second-2000y=−277.84+855.21x−552.33x20.96p<0.001First-2001y=6.52+0.003exp(10.06x)0.88p<0.001Second-2001y=−234.28+724.57x−463.69x20.96p<0.001First-2002y=5.22+0.88exp(3.51x)0.99p<0.001Second-2002y=7207.25+7207.25x+38384.699x2−16744.62x30.96p<0.001EVIFirst-2000y=4.37+1.13exp(5.17x)0.99p<0.001Second-2000y=−77.65+530.93x−547.28x20.94p<0.001First-2001y=−4.86+5.06exp(2.99x)0.97p<0.001Second-2001y=−79.73+541.62x−575.89x20.95p<0.001First-2002y=−16.85+21.22exp(1.17x)0.99p<0.001Second-2002y=45.32−531.36x+2127.73x2+2163.54x30.88p<0.001UMBSNDVIFirst-2000y=7.34+0.0002exp(12.62x)0.98p<0.001Second-2000y=1537.02−6582.46x+9256.88x2−4229.02x30.80p<0.005First-2001y=3.69+0.03exp(7.73x)0.80p<0.001Second-2001y=−306.67+830.96x−511.65x20.93p<0.001First-2002y=8.141+5.2163E−006exp(16.80x)0.99p<0.001Second-2002y=−505.51+1303.61x−777.90x20.89p<0.001EVIFirst-2000y=6.39+0.09exp(8.19x)0.95p<0.001Second-2000y=251.32−2086.41x+5672.25x2−4730.79x30.97p<0.001First-2001y=4.26+0.57exp(5.71x)0.99p<0.001Second-2001y=−190.30+1223.58x−2216.50x2+1296.40x30.96p<0.001First-2002y=7.16+0.02exp(11.48x)0.99p<0.001Second-2002y=−492.03+2341.052x−3581.89x2+1669.97x30.90p<0.001
Language: English
Page range: 23279 - 23279
Submitted on: Nov 6, 2013
Accepted on: Mar 9, 2014
Published on: Jan 1, 2014
Published by: Stockholm University Press
In partnership with: Paradigm Publishing Services

© 2014 Yanlian Zhou, Weimin Ju, Xiaomin Sun, Zhongmin Hu, Shijie Han, T. Andrew Black, Rachhpal S. Jassal, Xiaocui Wu, published by Stockholm University Press
This work is licensed under the Creative Commons Attribution 4.0 License.