Response of high frequency Photochemical Reflectance Index (PRI) measurements to environmental conditions in wheat

被引:97
|
作者
Magney, Troy S. [1 ,5 ,6 ]
Vierling, Lee A. [1 ,2 ]
Eitel, Jan U. H. [1 ,2 ]
Huggins, David R. [3 ]
Garrity, Steven R. [4 ]
机构
[1] Univ Idaho, Geospatial Lab Environm Dynam, Moscow, ID 83844 USA
[2] Univ Idaho, McCall Outdoor Sci Sch, Mccall, ID 83638 USA
[3] USDA ARS, Pullman, WA 99163 USA
[4] Decagon Devices, Pullman, WA 99163 USA
[5] NASA, Jet Prop Lab, Washington, DC USA
[6] 4800 Oak Grove Dr MS 233-300, Pasadena, CA USA
关键词
Photochemical Reflectance Index (PRI); Spectral Reflectance Sensors (SRS); Delta PRI; Diurnal spectral reflectance; Plant water stress; Plant nitrogen stress; Remote sensing; Xanthophyll cycle; Wheat; LIGHT-USE EFFICIENCY; STATE CHLOROPHYLL FLUORESCENCE; RADIATION-USE EFFICIENCY; WATER-STRESS DETECTION; XANTHOPHYLL CYCLE; ENERGY-DISSIPATION; DATA ASSIMILATION; CANOPY PRI; LEAF; PIGMENT;
D O I
10.1016/j.rse.2015.11.013
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Remotely sensed data that are sensitive to rapidly changing plant physiology can provide real-time information about crop responses to abiotic conditions. The Photochemical Reflectance Index (PRI) has shown promise when measured at short timesteps to remotely estimate dynamics in xanthophyll pigment interconversion a plant photoprotective mechanism that results in lowered photosynthetic efficiency. To gain a better understanding of this dynamic spectral response to environmental conditions, we investigated PRI over two seasons (2013 and 2014) in rainfed soft white spring wheat (Triticum aestivum L.). Highly temporally resolved (measurement frequency = five minutes) in-situ radiometric measurements of PRI were collected at field plots of varying nitrogen (N) and soil water conditions (n = 16). To represent the diurnal magnitude of xanthophyll pigment inter conversion, we use a delta PRI (Delta PRI) derived from a midday PRI (xanthophyll de-epoxidation state) and an early morning PRI (xanthophyll epoxidation state). We hypothesize that Delta PRI can empirically deconvolve the diurnally changing (facultative) from the seasonally changing (constitutive) component of the PRI signal. In this study, Delta PRI demonstrated less sensitivity than an uncorrected PRI to leaf area index (LAI) and leaf chlorophyll content throughout the growing season. Delta PRI! was correlated with continuous, unattended crop responses associated with vapor pressure deficit (0.50 > R-2 > 0.48), stomatal conductance (R-2 = 0.47), and air temperature (0.42 > R-2 > 35). Further, the sensitivity with which Delta PRI responded to solar radiation under varying N treatments and periods of soil water availability (surplus, depletion, and deficit) suggests that crop growth may be inhibited by a xanthophyll cycle mediated stress response, detectable by Delta PRI A major implication of these findings is that highly temporally and spatially resolved Delta PRI data could be used to track plant status in response to changing environmental conditions. (C) 2015 Elsevier Inc. All rights reserved.
引用
收藏
页码:84 / 97
页数:14
相关论文
共 50 条
  • [1] Remotely Sensing the Photochemical Reflectance Index, PRI
    Vanderbilt, Vern
    Daughtry, Craig
    Dahlgren, Robert
    [J]. POLARIZATION SCIENCE AND REMOTE SENSING VII, 2015, 9613
  • [2] The Photochemical Reflectance Index (PRI) as a water-stress index
    Thenot, F
    Méthy, M
    Winkel, T
    [J]. INTERNATIONAL JOURNAL OF REMOTE SENSING, 2002, 23 (23) : 5135 - 5139
  • [3] Use of thermal imaging and the photochemical reflectance index (PRI) to detect wheat response to elevated CO2 and drought
    Mulero, Gabriel
    Jiang, Duo
    Bonfil, David J.
    Helman, David
    [J]. PLANT CELL AND ENVIRONMENT, 2023, 46 (01): : 76 - 92
  • [4] Corrected photochemical reflectance index (PRI) is an effective tool for detecting environmental stresses in agricultural crops under light conditions
    Kaori Kohzuma
    Maro Tamaki
    Kouki Hikosaka
    [J]. Journal of Plant Research, 2021, 134 : 683 - 694
  • [5] Corrected photochemical reflectance index (PRI) is an effective tool for detecting environmental stresses in agricultural crops under light conditions
    Kohzuma, Kaori
    Tamaki, Maro
    Hikosaka, Kouki
    [J]. JOURNAL OF PLANT RESEARCH, 2021, 134 (04) : 683 - 694
  • [6] Remote sensing of photosynthetic processes by Photochemical Reflectance Index (PRI)
    Raddi, S.
    Cortes, S.
    Vicinelli, E.
    Magnani, F.
    [J]. EARTH OBSERVATION FOR VEGETATION MONITORING AND WATER MANAGEMENT, 2006, 852 : 227 - +
  • [7] Sensitivity study of a revised leaf photochemical reflectance index (PRI)
    Wu Chao-yang
    Niu Zheng
    Tang Quan
    [J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2008, 28 (09) : 2014 - 2018
  • [8] Revised photochemical reflectance index (PRI) for predicting light use efficiency of wheat in a growth cycle: validation and comparison
    Wu, Chaoyang
    Niu, Zheng
    Tang, Quan
    Huang, Wenjiang
    [J]. INTERNATIONAL JOURNAL OF REMOTE SENSING, 2010, 31 (11) : 2911 - 2924
  • [9] Assessing shaded-leaf effects on photochemical reflectance index (PRI) for water stress detection in winter wheat
    Yang, Xin
    Liu, Shishi
    Liu, Yinuo
    Ren, Xifeng
    Su, Hang
    [J]. BIOGEOSCIENCES, 2019, 16 (15) : 2937 - 2947
  • [10] Three causes of variation in the photochemical reflectance index (PRI) in evergreen conifers
    Wong, Christopher Y. S.
    Gamon, John A.
    [J]. NEW PHYTOLOGIST, 2015, 206 (01) : 187 - 195