28
views
0
recommends
+1 Recommend
2 collections
    0
    shares
      • Record: found
      • Abstract: found
      • Article: found
      Is Open Access

      Past and Future of Plant Stress Detection: An Overview From Remote Sensing to Positron Emission Tomography

      review-article

      Read this article at

      Bookmark
          There is no author summary for this article yet. Authors can add summaries to their articles on ScienceOpen to make them more accessible to a non-specialist audience.

          Abstract

          Plant stress detection is considered one of the most critical areas for the improvement of crop yield in the compelling worldwide scenario, dictated by both the climate change and the geopolitical consequences of the Covid-19 epidemics. A complicated interconnection of biotic and abiotic stressors affect plant growth, including water, salt, temperature, light exposure, nutrients availability, agrochemicals, air and soil pollutants, pests and diseases. In facing this extended panorama, the technology choice is manifold. On the one hand, quantitative methods, such as metabolomics, provide very sensitive indicators of most of the stressors, with the drawback of a disruptive approach, which prevents follow up and dynamical studies. On the other hand qualitative methods, such as fluorescence, thermography and VIS/NIR reflectance, provide a non-disruptive view of the action of the stressors in plants, even across large fields, with the drawback of a poor accuracy. When looking at the spatial scale, the effect of stress may imply modifications from DNA level (nanometers) up to cell (micrometers), full plant (millimeters to meters), and entire field (kilometers). While quantitative techniques are sensitive to the smallest scales, only qualitative approaches can be used for the larger ones. Emerging technologies from nuclear and medical physics, such as computed tomography, magnetic resonance imaging and positron emission tomography, are expected to bridge the gap of quantitative non-disruptive morphologic and functional measurements at larger scale. In this review we analyze the landscape of the different technologies nowadays available, showing the benefits of each approach in plant stress detection, with a particular focus on the gaps, which will be filled in the nearby future by the emerging nuclear physics approaches to agriculture.

          Related collections

          Most cited references240

          • Record: found
          • Abstract: not found
          • Article: not found

          A soil-adjusted vegetation index (SAVI)

          A.R Huete (1988)
            Bookmark
            • Record: found
            • Abstract: not found
            • Article: not found

            NDWI—A normalized difference water index for remote sensing of vegetation liquid water from space

            Bo-Cai Gao (1996)
              Bookmark
              • Record: found
              • Abstract: found
              • Article: not found

              Chlorophyll fluorescence analysis: a guide to good practice and understanding some new applications.

              Chlorophyll fluorescence is a non-invasive measurement of photosystem II (PSII) activity and is a commonly used technique in plant physiology. The sensitivity of PSII activity to abiotic and biotic factors has made this a key technique not only for understanding the photosynthetic mechanisms but also as a broader indicator of how plants respond to environmental change. This, along with low cost and ease of collecting data, has resulted in the appearance of a large array of instrument types for measurement and calculated parameters which can be bewildering for the new user. Moreover, its accessibility can lead to misuse and misinterpretation when the underlying photosynthetic processes are not fully appreciated. This review is timely because it sits at a point of renewed interest in chlorophyll fluorescence where fast measurements of photosynthetic performance are now required for crop improvement purposes. Here we help the researcher make choices in terms of protocols using the equipment and expertise available, especially for field measurements. We start with a basic overview of the principles of fluorescence analysis and provide advice on best practice for taking pulse amplitude-modulated measurements. We also discuss a number of emerging techniques for contemporary crop and ecology research, where we see continual development and application of analytical techniques to meet the new challenges that have arisen in recent years. We end the review by briefly discussing the emerging area of monitoring fluorescence, chlorophyll fluorescence imaging, field phenotyping, and remote sensing of crops for yield and biomass enhancement.
                Bookmark

                Author and article information

                Contributors
                Journal
                Front Plant Sci
                Front Plant Sci
                Front. Plant Sci.
                Frontiers in Plant Science
                Frontiers Media S.A.
                1664-462X
                27 January 2021
                2020
                : 11
                : 609155
                Affiliations
                [1] 1Research Centre for Vegetable and Ornamental Crops, Council for Agricultural Research and Economics , Monsampolo del Tronto, Italy
                [2] 2School of Life Science and Technology, Huazhong University of Science and Technology , Wuhan, China
                [3] 3Department of Medical Physics and Engineering, Istituto Neurologico Mediterraneo, I.R.C.C.S , Pozzilli, Italy
                [4] 4Faculty of Bioscience and Technology for Food, Agriculture and Environment, University of Teramo , Teramo, Italy
                Author notes

                Edited by: Shawn Carlisle Kefauver, University of Barcelona, Spain

                Reviewed by: Shabir Hussain Wani, Sher-e-Kashmir University of Agricultural Sciences and Technology, India; Christos Kissoudis, Wageningen University and Research, Netherlands

                *Correspondence: Nicola D'Ascenzo ndasc@ 123456hust.edu.cn

                This article was submitted to Technical Advances in Plant Science, a section of the journal Frontiers in Plant Science

                Article
                10.3389/fpls.2020.609155
                7873487
                33584752
                717d11b0-f350-42f6-9f69-edb2c28cdb1c
                Copyright © 2021 Galieni, D'Ascenzo, Stagnari, Pagnani, Xie and Pisante.

                This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

                History
                : 22 September 2020
                : 18 November 2020
                Page count
                Figures: 5, Tables: 2, Equations: 0, References: 240, Pages: 22, Words: 18506
                Funding
                Funded by: National Natural Science Foundation of China 10.13039/501100001809
                Funded by: National Key Scientific Instrument and Equipment Development Projects of China 10.13039/501100012149
                Funded by: European Regional Development Fund 10.13039/501100008530
                Categories
                Plant Science
                Review

                Plant science & Botany
                plant stress,plant imaging,plant positron emission tomography,metabolomics,spectroscopy,thermal imaging,fluorescence imaging,remote sensing

                Comments

                Comment on this article