Angular normalization of GOME-2 Sun-induced chlorophyll fluorescence observation as a better proxy of vegetation productivity

作者: Liming He , Jing M. Chen , Jane Liu , Gang Mo , Joanna Joiner

DOI: 10.1002/2017GL073708

关键词:

摘要: Sun-induced chlorophyll fluorescence (SIF) has been regarded as a promising proxy for gross primary productivity (GPP) over land. Considerable uncertainties in GPP estimation using remotely sensed SIF exist due to variations the Sun-satellite view observation geometry that could induce unwanted observation. In this study, we normalize far-red Global Ozone Monitoring Experiment-2 observations on sunny days hot spot direction (SIFh) represent sunlit leaves and compute weighted sum of (SIFt) from shaded canopy. We found SIFh is better correlated with simulated by process-based ecosystem model SIFt total than original observations. The coefficient determination (R2) are increased 0.04 ± 0.03, 0.07 ± 0.04 global average SIFt, respectively. most significant increases R2 (0.09 ± 0.04 0.05 ± 0.03 SIFh) appear deciduous broadleaf forests.

参考文章(47)
Y. Yoshida, J. Joiner, C. Tucker, J. Berry, J.-E. Lee, G. Walker, R. Reichle, R. Koster, A. Lyapustin, Y. Wang, The 2010 Russian drought impact on satellite measurements of solar-induced chlorophyll fluorescence: Insights from modeling and comparisons with parameters derived from satellite reflectances Remote Sensing of Environment. ,vol. 166, pp. 163- 177 ,(2015) , 10.1016/J.RSE.2015.06.008
Liming He, Jane Liu, Jing M. Chen, Holly Croft, Rong Wang, Michael Sprintsin, Ting Zheng, Youngryel Ryu, Jan Pisek, Alemu Gonsamo, Feng Deng, Yongqin Zhang, Inter- and intra-annual variations of clumping index derived from the MODIS BRDF product International Journal of Applied Earth Observation and Geoinformation. ,vol. 44, pp. 53- 60 ,(2016) , 10.1016/J.JAG.2015.07.007
Jing M. Chen, Gang Mo, Jan Pisek, Jane Liu, Feng Deng, Misa Ishizawa, Douglas Chan, Effects of foliage clumping on the estimation of global terrestrial gross primary productivity Global Biogeochemical Cycles. ,vol. 26, ,(2012) , 10.1029/2010GB003996
Alemu Gonsamo, Jing M. Chen, David T. Price, Werner A. Kurz, Jane Liu, Céline Boisvenue, Robbie A. Hember, Chaoyang Wu, Kuo-Hsien Chang, Improved assessment of gross and net primary productivity of Canada's landmass Journal of Geophysical Research. ,vol. 118, pp. 1546- 1560 ,(2013) , 10.1002/2013JG002388
Christian Frankenberg, Joshua B. Fisher, John Worden, Grayson Badgley, Sassan S. Saatchi, Jung-Eun Lee, Geoffrey C. Toon, André Butz, Martin Jung, Akihiko Kuze, Tatsuya Yokota, New global observations of the terrestrial carbon cycle from GOSAT: Patterns of plant fluorescence with gross primary productivity Geophysical Research Letters. ,vol. 38, pp. 17706- ,(2011) , 10.1029/2011GL048738
Michael Sprintsin, Jing M. Chen, Ankur Desai, Christopher M. Gough, Evaluation of leaf-to-canopy upscaling methodologies against carbon flux data in North America Journal of Geophysical Research. ,vol. 117, ,(2012) , 10.1029/2010JG001407
Luis Guanter, Christian Frankenberg, Anu Dudhia, Philip E. Lewis, José Gómez-Dans, Akihiko Kuze, Hiroshi Suto, Roy G. Grainger, Retrieval and global assessment of terrestrial chlorophyll fluorescence from GOSAT space measurements Remote Sensing of Environment. ,vol. 121, pp. 236- 251 ,(2012) , 10.1016/J.RSE.2012.02.006
J. Joiner, Y. Yoshida, A. P. Vasilkov, Y. Yoshida, L. A. Corp, E. M. Middleton, First observations of global and seasonal terrestrial chlorophyll fluorescence from space Biogeosciences. ,vol. 8, pp. 637- 651 ,(2011) , 10.5194/BG-8-637-2011
Yang Liu, Ronggao Liu, Jing M Chen, None, Retrospective retrieval of long-term consistent global leaf area index (1981-2011) from combined AVHRR and MODIS data Journal of Geophysical Research. ,vol. 117, ,(2012) , 10.1029/2012JG002084
Yen-Ben Cheng, Qingyuan Zhang, Alexei I. Lyapustin, Yujie Wang, Elizabeth M. Middleton, Impacts of light use efficiency and fPAR parameterization on gross primary production modeling Agricultural and Forest Meteorology. ,vol. 189, pp. 187- 197 ,(2014) , 10.1016/J.AGRFORMET.2014.01.006