Detecting short-term stress and recovery events in a vineyard using tower-based remote sensing of photochemical reflectance index (PRI)

被引:13
作者
Wong, Christopher Y. S. [1 ]
Bambach, Nicolas E. [2 ]
Alsina, Maria Mar [3 ]
McElrone, Andrew J. [4 ,5 ]
Jones, Taylor [6 ]
Buckley, Thomas N. [1 ]
Kustas, William P. [7 ]
Magney, Troy S. [1 ]
机构
[1] Univ Calif Davis, Dept Plant Sci, Davis, CA 95616 USA
[2] Univ Calif Davis, Dept Land Air & Water Resources, Davis, CA 95616 USA
[3] E&J Gallo Winery, Dept Winegrowing Res, Modesto, CA 95354 USA
[4] USDA ARS, Crops Pathol & Genet Res Unit, Davis, CA 95616 USA
[5] Univ Calif Davis, Dept Viticulture & Enol, Davis, CA 95616 USA
[6] Boston Univ, Dept Earth & Environm, Boston, MA 02215 USA
[7] USDA ARS, Hydrol & Remote Sensing Lab, Beltsville, MD 20705 USA
关键词
INDUCED CHLOROPHYLL FLUORESCENCE; RADIATION-USE EFFICIENCY; WATER-STRESS; DROUGHT STRESS; CANOPY TEMPERATURE; DIURNAL CHANGES; DEFICIT IRRIGATION; DOWN-REGULATION; VEGETATION; PHOTOSYNTHESIS;
D O I
10.1007/s00271-022-00777-z
中图分类号
S3 [农学(农艺学)];
学科分类号
0901 ;
摘要
Frequent drought and high temperature conditions in California vineyards necessitate plant stress detection to support irrigation management strategies and decision making. Remote sensing provides a powerful tool to continuously monitor vegetation function across spatial and temporal scales. In this study, we utilized a tower-based optical-remote sensing system to continuously monitor four vineyard subplots in California's Central Valley. We compared the performance of the greenness-based normalized difference vegetation index (NDVI) and the physiology-based photochemical reflectance index (PRI) to track variations of eddy covariance estimated gross primary productivity (GPP) during four stress events between July and September 2020. Our results demonstrate that NDVI was invariant during stress events. In contrast, PRI was effective at tracking the short-term stress-induced declines and recovery of GPP associated with soil water depletion and increased air temperature, as well as reductions in GPP from decreased PAR caused by smokey conditions from nearby fires. Canopy-scale remote sensing can provide continuous real-time data, and physiology-based vegetation indices such as PRI can be used to monitor variation of photosynthetic activity during stress events to aid in management decisions.
引用
收藏
页码:683 / 696
页数:14
相关论文
共 78 条
  • [1] Non-water-stressed baselines for irrigation scheduling with infrared thermometers: A new approach
    Alves, I
    Pereira, LS
    [J]. IRRIGATION SCIENCE, 2000, 19 (02) : 101 - 106
  • [2] Interoperability of ECOSTRESS and Landsat for mapping evapotranspiration time series at sub-field scales
    Anderson, Martha C.
    Yang, Yang
    Xue, Jie
    Knipper, Kyle R.
    Yang, Yun
    Gao, Feng
    Hain, Chris R.
    Kustas, William P.
    Cawse-Nicholson, Kerry
    Hulley, Glynn
    Fisher, Joshua B.
    Alfieri, Joseph G.
    Meyers, Tilden P.
    Prueger, John
    Baldocchi, Dennis D.
    Rey-Sanchez, Camilo
    [J]. REMOTE SENSING OF ENVIRONMENT, 2021, 252
  • [3] Feasibility of Using the Two-Source Energy Balance Model (TSEB) with Sentinel-2 and Sentinel-3 Images to Analyze the Spatio-Temporal Variability of Vine Water Status in a Vineyard
    Bellvert, Joaquim
    Jofre-Cekalovic, Christian
    Pelecha, Ana
    Mata, Merce
    Nieto, Hector
    [J]. REMOTE SENSING, 2020, 12 (14)
  • [4] Hyperspectral remote sensing of plant pigments
    Blackburn, George Alan
    [J]. JOURNAL OF EXPERIMENTAL BOTANY, 2007, 58 (04) : 855 - 867
  • [5] Osmotic adjustment is a prime drought stress adaptive engine in support of plant production
    Blum, Abraham
    [J]. PLANT CELL AND ENVIRONMENT, 2017, 40 (01) : 4 - 10
  • [6] Borchers H. W., 2019, PRACMA PRACTICAL NUM
  • [7] How do stomata respond to water status?
    Buckley, Thomas N.
    [J]. NEW PHYTOLOGIST, 2019, 224 (01) : 21 - 36
  • [8] On the relation between NDVI, fractional vegetation cover, and leaf area index
    Carlson, TN
    Ripley, DA
    [J]. REMOTE SENSING OF ENVIRONMENT, 1997, 62 (03) : 241 - 252
  • [9] Photosynthesis under drought and salt stress: regulation mechanisms from whole plant to cell
    Chaves, M. M.
    Flexas, J.
    Pinheiro, C.
    [J]. ANNALS OF BOTANY, 2009, 103 (04) : 551 - 560
  • [10] Grapevine under deficit irrigation: hints from physiological and molecular data
    Chaves, M. M.
    Zarrouk, O.
    Francisco, R.
    Costa, J. M.
    Santos, T.
    Regalado, A. P.
    Rodrigues, M. L.
    Lopes, C. M.
    [J]. ANNALS OF BOTANY, 2010, 105 (05) : 661 - 676