From Canopy-Leaving to Total Canopy Far-Red Fluorescence Emission for Remote Sensing of Photosynthesis: First Results From TROPOMI

被引：77
作者：
Zhang, Zhaoying [1 ,2 ,3 ]
Chen, Jing M. [1 ,4 ]
Guanter, Luis [5 ]
He, Liming [6 ]
Zhang, Yongguang [1 ,2 ,3 ]
机构：
[1] Nanjing Univ, Int Inst Earth Syst Sci, Nanjing, Jiangsu, Peoples R China
[2] Nanjing Univ, Jiangsu Prov Key Lab Geog Informat Technol, Nanjing, Jiangsu, Peoples R China
[3] Collaborat Innovat Ctr Novel Software Technol & I, Nanjing, Jiangsu, Peoples R China
[4] Univ Toronto, Dept Geog & Planning, Toronto, ON, Canada
[5] Univ Politecn Valencia, Ctr Tecnol Fis, Valencia, Spain
[6] Lab Environm Model & Data Optima, Laurel, MD USA
来源：
GEOPHYSICAL RESEARCH LETTERS | 2019年 / 46卷 / 21期
关键词：
Gross primary production; Solar-induced chlorophyll fluorescence; TROPOMI; Spectral invariant theory; Remote sensing; INDUCED CHLOROPHYLL FLUORESCENCE; GROSS PRIMARY PRODUCTION; NET ECOSYSTEM EXCHANGE; CARBON-DIOXIDE; MODEL; VEGETATION; SCATTERING; RETRIEVAL; ASSIMILATION; DYNAMICS;
D O I：
10.1029/2019GL084832
中图分类号：
P [天文学、地球科学];
学科分类号：
07 ;
摘要：
Solar-induced chlorophyll fluorescence (SIF) from the TROPOspheric Monitoring Instrument (TROPOMI), which has substantially improved spatial and temporal resolutions, will improve the global estimations of gross primary production (GPP) than previous satellite SIF data. However, the canopy-leaving SIF observed by sensors (SIFobs) represents only a portion of the total canopy SIF emission (SIFtotal). This portion is sensitive to the canopy structure and observation direction, resulting in uncertainties in GPP estimations using SIFobs. Here we used the spectral invariant theory to derive global soil-resistant SIFtotal (SIFtotal-SR) from TROPOMI SIFobs and evaluated the SIFtotal-SR performance in estimating GPP. We found that the clear differences in SIFobs between needleleaf forest and crops diminished for SIFtotal-SR. SIFtotal-SR increased the coefficient of determination (R-2) by 0.09 and 0.11 against the flux tower instantaneous and daily GPP, respectively. This derived SIFtotal-SR can be used to develop more robust GPP models and better constrain carbon cycle models.
引用
收藏
页码：12030 / 12040
页数：11
相关论文
共 56 条
  • [11] The FLuorescence EXplorer Mission Concept-ESA's Earth Explorer 8
    Drusch, Matthias
    Moreno, Jose
    Del Bello, Umberto
    Franco, Raffaella
    Goulas, Yves
    Huth, Andreas
    Kraft, Stefan
    Middleton, Elizabeth M.
    Miglietta, Franco
    Mohammed, Gina
    Nedbal, Ladislav
    Rascher, Uwe
    Schttemeyer, Dirk
    Verhoef, Wout
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2017, 55 (03): : 1273 - 1284
  • [12] PROSPECT-4 and 5:: Advances in the leaf optical properties model separating photosynthetic pigments
    Feret, Jean-Baptiste
    Francois, Christophe
    Asner, Gregory P.
    Gitelson, Anatoly A.
    Martin, Roberta E.
    Bidel, Luc P. R.
    Ustin, Susan L.
    le Maire, Guerric
    Jacquemoud, Stephane
    [J]. REMOTE SENSING OF ENVIRONMENT, 2008, 112 (06) : 3030 - 3043
  • [13] Disentangling chlorophyll fluorescence from atmospheric scattering effects in O2 A-band spectra of reflected sun-light
    Frankenberg, C.
    Butz, A.
    Toon, G. C.
    [J]. GEOPHYSICAL RESEARCH LETTERS, 2011, 38
  • [14] Friedl M, 2015, MCD12C1 MODIS TERRA
  • [15] Phenology and carbon dioxide source/sink strength of a subalpine grassland in response to an exceptionally short snow season
    Galvagno, M.
    Wohlfahrt, G.
    Cremonese, E.
    Rossini, M.
    Colombo, R.
    Filippa, G.
    Julitta, T.
    Manca, G.
    Siniscalco, C.
    di Cella, U. Morra
    Migliavacca, M.
    [J]. ENVIRONMENTAL RESEARCH LETTERS, 2013, 8 (02):
  • [16] Global and time-resolved monitoring of crop photosynthesis with chlorophyll fluorescence
    Guanter, Luis
    Zhang, Yongguang
    Jung, Martin
    Joiner, Joanna
    Voigt, Maximilian
    Berry, Joseph A.
    Frankenberg, Christian
    Huete, Alfredo R.
    Zarco-Tejada, Pablo
    Lee, Jung-Eun
    Moran, M. Susan
    Ponce-Campos, Guillermo
    Beer, Christian
    Camps-Valls, Gustavo
    Buchmann, Nina
    Gianelle, Damiano
    Klumpp, Katja
    Cescatti, Alessandro
    Baker, John M.
    Griffis, Timothy J.
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2014, 111 (14) : E1327 - E1333
  • [17] Retrieval and global assessment of terrestrial chlorophyll fluorescence from GOSAT space measurements
    Guanter, Luis
    Frankenberg, Christian
    Dudhia, Anu
    Lewis, Philip E.
    Gomez-Dans, Jose
    Kuze, Akihiko
    Suto, Hiroshi
    Grainger, Roy G.
    [J]. REMOTE SENSING OF ENVIRONMENT, 2012, 121 : 236 - 251
  • [18] Parameterized transmittance model for direct beam and circumsolar spectral irradiance
    Gueymard, CA
    [J]. SOLAR ENERGY, 2001, 71 (05) : 325 - 346
  • [19] Angular normalization of GOME-2 Sun-induced chlorophyll fluorescence observation as a better proxy of vegetation productivity
    He, Liming
    Chen, Jing M.
    Liu, Jane
    Mo, Gang
    Joiner, Joanna
    [J]. GEOPHYSICAL RESEARCH LETTERS, 2017, 44 (11) : 5691 - 5699
  • [20] Global clumping index map derived from the MODIS BRDF product
    He, Liming
    Chen, Jing M.
    Pisek, Jan
    Schaaf, Crystal B.
    Strahler, Alan H.
    [J]. REMOTE SENSING OF ENVIRONMENT, 2012, 119 : 118 - 130
123456