Quantifying Seasonal and Diurnal Cycles of Solar-Induced Fluorescence With a Novel Hyperspectral Imager

被引:1
|
作者
Ruehr, Sophie [1 ,2 ]
Gerlein-Safdi, Cynthia [2 ,3 ]
Falco, Nicola [2 ]
Seibert, Paul O. [2 ,3 ]
Chou, Chunwei [2 ]
Albert, Loren [4 ]
Keenan, Trevor F. [1 ,2 ]
机构
[1] Univ Calif Berkeley, Dept Environm Sci Policy & Management, Berkeley, CA 94720 USA
[2] Lawrence Berkeley Natl Lab, Climate & Ecosyst Sci Div, Berkeley, CA 94720 USA
[3] Univ Calif Berkeley, Dept Civil & Environm Engn, Berkeley, CA USA
[4] Oregon State Univ, Dept Forest Ecosyst & Soc, Corvallis, OR USA
基金
美国国家航空航天局;
关键词
solar-induced fluorescence; hyperspectral imaging; plant physiology; carbon cycle; remote sensing; INDUCED CHLOROPHYLL FLUORESCENCE; PHOTOSYNTHESIS; RETRIEVAL; PATTERNS; FIELD;
D O I
10.1029/2023GL107429
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
Solar-induced fluorescence (SIF) is a proxy of ecosystem photosynthesis that often scales linearly with gross primary productivity (GPP) at the canopy scale. However, the mechanistic relationship between GPP and SIF is still uncertain, especially at smaller temporal and spatial scales. We deployed a ultra-hyperspectral imager over two grassland sites in California throughout a soil moisture dry down. The imager has high spatial resolution that limits mixed pixels, enabling differentiation between plants and leaves within one scene. We find that imager SIF correlates well with diurnal changes in leaf-level physiology and gross primary productivity under well-watered conditions. These relationships deteriorate throughout the dry down event. Our results demonstrate an advancement in SIF imaging with new possibilities in remotely sensing plant canopies from the leaf to the ecosystem. These data can be used to resolve outstanding questions regarding SIF's meaning and usefulness in terrestrial ecosystem monitoring. Estimating the rate of carbon uptake by vegetation across space and time remains a challenge. Solar-induced fluorescence (SIF), the emission of light by vegetation during photosynthesis, has recently emerged as a potential estimate of carbon uptake in many ecosystems and is observable from both satellites and ground-based sensors. Here we present results from a field campaign with a novel SIF instrument that creates images (akin to a photo) across a landscape, allowing for SIF measurements from individual leaves, plants, or areas of interest. We find that SIF retrievals from the imager correspond to seasonal variations in carbon dioxide fixation rates and leaf-level physiology relating to photosynthesis. We use this novel technology to improve understanding of SIF and carbon uptake across spatial and temporal scales. Novel imagery technology enables solar-induced fluorescence (SIF) acquisition across space and time SIF diurnal and seasonal variations correspond to carbon fluxes and environmental conditions Imaging capacity predicts leaf-level physiology across leaf, plant, and landscape scales
引用
收藏
页数:11
相关论文
共 50 条
  • [31] Solar-induced fluorescence (SIF) of C2 radical
    Badie, JM
    Flamant, G
    Guillard, T
    Laplaze, D
    CHEMICAL PHYSICS LETTERS, 2002, 358 (3-4) : 199 - 206
  • [32] Estimation of solar-induced vegetation fluorescence from space measurements
    Guanter, L.
    Alonso, L.
    Gomez-Chova, L.
    Amoros-Lopez, J.
    Vila, J.
    Moreno, J.
    GEOPHYSICAL RESEARCH LETTERS, 2007, 34 (08)
  • [33] Estimation of solar-induced fluorescence using the canopy reflectance index
    Ni, Zhuoya
    Liu, Zhigang
    Li, Zhao-Liang
    Nerry, Francoise
    Huo, Hongyuan
    Li, Xiaowen
    INTERNATIONAL JOURNAL OF REMOTE SENSING, 2015, 36 (19-20) : 5239 - 5256
  • [34] The Sensitivity of Satellite Solar-Induced Chlorophyll Fluorescence to Meteorological Drought
    Jiao, Wenzhe
    Chang, Qing
    Wang, Lixin
    EARTHS FUTURE, 2019, 7 (05) : 558 - 573
  • [35] Development of a canopy Solar-induced chlorophyll fluorescence measurement instrument
    Sun, G.
    Wang, X.
    Niu, Zh
    Chen, F.
    8TH INTERNATIONAL SYMPOSIUM OF THE DIGITAL EARTH (ISDE8), 2014, 18
  • [36] Comparing methods for solar-induced fluorescence efficiency estimation using radiative transfer modelling and airborne diurnal measurements of barley crops
    Bendig, Juliane
    Malenovsky, Zbynk
    Siegmann, Bastian
    Kraemer, Julie
    Rascher, Uwe
    REMOTE SENSING OF ENVIRONMENT, 2025, 317
  • [37] An Unmanned Aerial System (UAS) for concurrent measurements of solar-induced chlorophyll fluorescence and hyperspectral reflectance toward improving crop monitoring
    Chang, Christine Y.
    Zhou, Ruiqing
    Kira, Oz
    Marri, Samhita
    Skovira, Joseph
    Gu, Lianhong
    Sun, Ying
    AGRICULTURAL AND FOREST METEOROLOGY, 2020, 294
  • [38] Improving the monitoring of crop productivity using spaceborne solar-induced fluorescence
    Guan, Kaiyu
    Berry, Joseph A.
    Zhang, Yongguang
    Joiner, Joanna
    Guanter, Luis
    Badgley, Grayson
    Lobell, David B.
    GLOBAL CHANGE BIOLOGY, 2016, 22 (02) : 716 - 726
  • [39] Modeling canopy conductance and transpiration from solar-induced chlorophyll fluorescence
    Shan, Nan
    Ju, Weimin
    Migliavacca, Mirco
    Martini, David
    Guanter, Luis
    Chen, Jingming
    Goulas, Yves
    Zhang, Yongguang
    AGRICULTURAL AND FOREST METEOROLOGY, 2019, 268 : 189 - 201
  • [40] Instrumentation sensitivities for tower-based solar-induced fluorescence measurements
    Marrs, Julia K.
    Jones, Taylor S.
    Allen, David W.
    Hutyra, Lucy R.
    REMOTE SENSING OF ENVIRONMENT, 2021, 259 (259)