IDEAS home Printed from https://ideas.repec.org/a/vrs/mgrsod/v25y2021i4p226-237n2.html
   My bibliography  Save this article

Remote sensing techniques to assess chlorophyll fluorescence in support of crop monitoring in Poland

Author

Listed:
  • Gurdak Radosław

    (Department of Geoinformatics, Cartography and Remote Sensing, Faculty of Geography and Regional Studies, University of Warsaw, Warsaw, Poland)

  • Bartold Maciej

    (Remote Sensing Centre, Institute of Geodesy and Cartography, Warsaw, Poland)

Abstract

The increase in demand for food and the need to predict the impact of a warming climate on vegetation makes it critical that the best tools for assessing crop production are found. Chlorophyll fluorescence (ChlF) has been proposed as a direct indicator of photosynthesis and plant condition. The aim of this paper is to study the feasibility of estimating ChlF from spectral vegetation indices derived from Sentinel-2, in order to monitor crop stress and investigate ChlF changes in response to surface temperatures and meteorological observations. The regressions between thirty three Sentinel-2-derived VIs, and ChlF measured on the ground were evaluated in order to estimate the best predictors of ChlF. The r-Pearson correlation and polynomial linear regression were used. For maize, the highest correlation between ChlF and VIs were found for NDII (r=0.65) and for SIPI (r=−0.68). The weakest relationship between VIs and ChlF were found for sugar beets. Despite this, it should be noted that the highest correlation for sugar beets appeared for EVI (r=0.45) and S2REP (r=0.43). The results of this study indicate the need for a synergy of low and high resolution satellite data that will enable a more detailed analysis for estimating fluorescence and its relation to climatic conditions, environmental aspects, and VIs derived from satellite images.

Suggested Citation

  • Gurdak Radosław & Bartold Maciej, 2021. "Remote sensing techniques to assess chlorophyll fluorescence in support of crop monitoring in Poland," Miscellanea Geographica. Regional Studies on Development, Sciendo, vol. 25(4), pages 226-237, October.
    • Handle: RePEc:vrs:mgrsod:v:25:y:2021:i:4:p:226-237:n:2
    DOI: 10.2478/mgrsd-2020-0029
    as

    Download full text from publisher

    File URL: https://doi.org/10.2478/mgrsd-2020-0029
    Download Restriction: no
    File URL: https://libkey.io/10.2478/mgrsd-2020-0029?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Georg Leufen & Georg Noga & Mauricio Hunsche, 2014. "Fluorescence Indices for the Proximal Sensing of Powdery Mildew, Nitrogen Supply and Water Deficit in Sugar Beet Leaves," Agriculture, MDPI, vol. 4(2), pages 1-21, March.
    2. Mathobo, Rudzani & Marais, Diana & Steyn, Joachim Martin, 2017. "The effect of drought stress on yield, leaf gaseous exchange and chlorophyll fluorescence of dry beans (Phaseolus vulgaris L.)," Agricultural Water Management, Elsevier, vol. 180(PA), pages 118-125.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Pirzad, Alireza & Mohammadzadeh, Sevil, 2018. "Water use efficiency of three mycorrhizal Lamiaceae species (Lavandula officinalis, Rosmarinus officinalis and Thymus vulgaris)," Agricultural Water Management, Elsevier, vol. 204(C), pages 1-10.
    2. Puangbut, Darunee & Jogloy, Sanun & Vorasoot, Nimitr, 2017. "Association of photosynthetic traits with water use efficiency and SPAD chlorophyll meter reading of Jerusalem artichoke under drought conditions," Agricultural Water Management, Elsevier, vol. 188(C), pages 29-35.
    3. Mukherjee, Subham & Nandi, Ramprosad & Kundu, Arnab & Bandyopadhyay, Prasanta Kumar & Nalia, Arpita & Ghatak, Priyanka & Nath, Rajib, 2022. "Soil water stress and physiological responses of chickpea (Cicer arietinum L.) subject to tillage and irrigation management in lower Gangetic plain," Agricultural Water Management, Elsevier, vol. 263(C).
    4. Nandi, R. & Mukherjee, S. & Bandyopadhyay, P.K. & Saha, M. & Singh, K.C. & Ghatak, P. & Kundu, A. & Saha, S. & Nath, R. & Chakraborti, P., 2023. "Assessment and mitigation of soil water stress of rainfed lentil (Lens culinaries Medik) through sowing time, tillage and potassic fertilization disparities," Agricultural Water Management, Elsevier, vol. 277(C).
    5. Abhijit Rai & Vivek Sharma & Jim Heitholt, 2020. "Dry Bean [ Phaseolus vulgaris L.] Growth and Yield Response to Variable Irrigation in the Arid to Semi-Arid Climate," Sustainability, MDPI, vol. 12(9), pages 1-25, May.
    6. Klem, Karel & Záhora, Jaroslav & Zemek, František & Trunda, Petr & Tůma, Ivan & Novotná, Kateřina & Hodaňová, Petra & Rapantová, Barbora & Hanuš, Jan & Vavříková, Jana & Holub, Petr, 2018. "Interactive effects of water deficit and nitrogen nutrition on winter wheat. Remote sensing methods for their detection," Agricultural Water Management, Elsevier, vol. 210(C), pages 171-184.
    7. Mathobo, Rudzani & Marais, Diana & Steyn, Joachim Martin, 2018. "Calibration and validation of the SWB model for dry beans (Phaseolus vulgaris L.) at different drought stress levels," Agricultural Water Management, Elsevier, vol. 202(C), pages 113-121.
    8. Galvão, Ícaro Monteiro & dos Santos, Osvaldir Feliciano & de Souza, Mara Lúcia Cruz & de Jesus Guimarães, João & Kühn, Irineu Eduardo & Broetto, Fernando, 2019. "Biostimulants action in common bean crop submitted to water deficit," Agricultural Water Management, Elsevier, vol. 225(C).
    9. Marcelo de Almeida Silva & Hariane Luiz Santos & Lusiane de Sousa Ferreira & Dayane Mércia Ribeiro Silva & Jania Claudia Camilo dos Santos & Fernanda Pacheco de Almeida Prado Bortolheiro, 2023. "Physiological Changes and Yield Components of Safflower ( Carthamus tinctorius L.) Lines as a Function of Water Deficit and Recovery in the Flowering Phase," Agriculture, MDPI, vol. 13(3), pages 1-21, February.
    10. Salvatore La Bella & Giuseppe Virga & Nicolò Iacuzzi & Mario Licata & Leo Sabatino & Beppe Benedetto Consentino & Claudio Leto & Teresa Tuttolomondo, 2020. "Effects of Irrigation, Peat-Alternative Substrate and Plant Habitus on the Morphological and Production Characteristics of Sicilian Rosemary ( Rosmarinus officinalis L.) Biotypes Grown in Pot," Agriculture, MDPI, vol. 11(1), pages 1-15, December.
    11. Conrad Baker & Albert Thembinkosi Modi & Adornis D. Nciizah, 2021. "Weeding Frequency Effects on Growth and Yield of Dry Bean Intercropped with Sweet Sorghum and Cowpea under a Dryland Area," Sustainability, MDPI, vol. 13(21), pages 1-15, November.
    12. Yavuz, Duran & Seymen, Musa & Kal, Ünal & Atakul, Zeliha & Tanrıverdi, Ömer Burak & Türkmen, Önder & Yavuz, Nurcan, 2023. "Agronomic and physio-biochemical responses of lettuce to exogenous sodium nitroprusside (SNP) applied under different irrigation regimes," Agricultural Water Management, Elsevier, vol. 277(C).
    13. Matyáš Orsák & Zora Kotíková & František Hnilička & Jaromír Lachman, 2023. "Effect of long-term drought and waterlogging stress on photosynthetic pigments in potato," Plant, Soil and Environment, Czech Academy of Agricultural Sciences, vol. 69(4), pages 152-160.
    14. Nam, Suyun & Kang, Seonghwan & Kim, Jongyun, 2020. "Maintaining a constant soil moisture level can enhance the growth and phenolic content of sweet basil better than fluctuating irrigation," Agricultural Water Management, Elsevier, vol. 238(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:vrs:mgrsod:v:25:y:2021:i:4:p:226-237:n:2. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Peter Golla (email available below). General contact details of provider: https://www.sciendo.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.