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Effects of water stress on spectral reflectance of bermudagrass
In the south-central Italy, during summer rainfall does not supply a sufficient amount of water. Therefore, irrigation management during dry periods is important for maintaining turf quality. The hybrid bermudagrass (Cynodon dactylon (L.) Pers. × Cynodon transvaalensis Burtt–Davy) is known to repres...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7490272/ https://www.ncbi.nlm.nih.gov/pubmed/32929137 http://dx.doi.org/10.1038/s41598-020-72006-6 |
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author | Caturegli, Lisa Matteoli, Stefania Gaetani, Monica Grossi, Nicola Magni, Simone Minelli, Alberto Corsini, Giovanni Remorini, Damiano Volterrani, Marco |
author_facet | Caturegli, Lisa Matteoli, Stefania Gaetani, Monica Grossi, Nicola Magni, Simone Minelli, Alberto Corsini, Giovanni Remorini, Damiano Volterrani, Marco |
author_sort | Caturegli, Lisa |
collection | PubMed |
description | In the south-central Italy, during summer rainfall does not supply a sufficient amount of water. Therefore, irrigation management during dry periods is important for maintaining turf quality. The hybrid bermudagrass (Cynodon dactylon (L.) Pers. × Cynodon transvaalensis Burtt–Davy) is known to represent the dominant warm-season turfgrass in warm to temperate climatic regions and its drought tolerance make bermudagrass a competitive turfgrass. A greenhouse experiment was conducted using uniform cores of hybrid bermudagrass, which were secured in a polyvinyl chloride cylinders and watered by constant sub-irrigation. The objectives of the present research were to measure the spectral reflectance with a new generation handheld spectroradiometer on hybrid bermudagrass and to explore various vegetation indices to be used as future detecting tool to study water stress in bermudagrass. Moreover, the potential uses of multivariate processing techniques for discriminating different water stress conditions in turfgrass has been investigated. Besides spectral indices, multivariate methods, although performed on a data set limited in terms of sample size, have shown a great potential for water stress monitoring in turfgrass and surely deserve further investigations. There are different indices that use distinct water absorption features independent of chlorophyll concentration, such as water index (WI = R900/R970) that has been reported to be a robust index of canopy water content and is used as an active indicator of changes in Leaf Relative Water Content (LRWC). Also, the ratio of WI with NDVI (WI/NDVI = (R(900)/R(970))/((R(800) − R(680))/(R(800) + R(680))]) was found to be an effective indicator of water stress. Another vegetation index to detect water features is normalized difference water index (NDWI), designed to maximize reflectance of water by using green wavelengths. In our trial in bermudagrass the relationships studied, suggest that WI (900/970) and WI/NDVI, among the indices studied, are the more effective indicators of water stress. In fact, lower values of WI indicate higher water stress, while higher values of WI/NDVI indicate higher water stress levels. |
format | Online Article Text |
id | pubmed-7490272 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-74902722020-09-15 Effects of water stress on spectral reflectance of bermudagrass Caturegli, Lisa Matteoli, Stefania Gaetani, Monica Grossi, Nicola Magni, Simone Minelli, Alberto Corsini, Giovanni Remorini, Damiano Volterrani, Marco Sci Rep Article In the south-central Italy, during summer rainfall does not supply a sufficient amount of water. Therefore, irrigation management during dry periods is important for maintaining turf quality. The hybrid bermudagrass (Cynodon dactylon (L.) Pers. × Cynodon transvaalensis Burtt–Davy) is known to represent the dominant warm-season turfgrass in warm to temperate climatic regions and its drought tolerance make bermudagrass a competitive turfgrass. A greenhouse experiment was conducted using uniform cores of hybrid bermudagrass, which were secured in a polyvinyl chloride cylinders and watered by constant sub-irrigation. The objectives of the present research were to measure the spectral reflectance with a new generation handheld spectroradiometer on hybrid bermudagrass and to explore various vegetation indices to be used as future detecting tool to study water stress in bermudagrass. Moreover, the potential uses of multivariate processing techniques for discriminating different water stress conditions in turfgrass has been investigated. Besides spectral indices, multivariate methods, although performed on a data set limited in terms of sample size, have shown a great potential for water stress monitoring in turfgrass and surely deserve further investigations. There are different indices that use distinct water absorption features independent of chlorophyll concentration, such as water index (WI = R900/R970) that has been reported to be a robust index of canopy water content and is used as an active indicator of changes in Leaf Relative Water Content (LRWC). Also, the ratio of WI with NDVI (WI/NDVI = (R(900)/R(970))/((R(800) − R(680))/(R(800) + R(680))]) was found to be an effective indicator of water stress. Another vegetation index to detect water features is normalized difference water index (NDWI), designed to maximize reflectance of water by using green wavelengths. In our trial in bermudagrass the relationships studied, suggest that WI (900/970) and WI/NDVI, among the indices studied, are the more effective indicators of water stress. In fact, lower values of WI indicate higher water stress, while higher values of WI/NDVI indicate higher water stress levels. Nature Publishing Group UK 2020-09-14 /pmc/articles/PMC7490272/ /pubmed/32929137 http://dx.doi.org/10.1038/s41598-020-72006-6 Text en © The Author(s) 2020 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Caturegli, Lisa Matteoli, Stefania Gaetani, Monica Grossi, Nicola Magni, Simone Minelli, Alberto Corsini, Giovanni Remorini, Damiano Volterrani, Marco Effects of water stress on spectral reflectance of bermudagrass |
title | Effects of water stress on spectral reflectance of bermudagrass |
title_full | Effects of water stress on spectral reflectance of bermudagrass |
title_fullStr | Effects of water stress on spectral reflectance of bermudagrass |
title_full_unstemmed | Effects of water stress on spectral reflectance of bermudagrass |
title_short | Effects of water stress on spectral reflectance of bermudagrass |
title_sort | effects of water stress on spectral reflectance of bermudagrass |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7490272/ https://www.ncbi.nlm.nih.gov/pubmed/32929137 http://dx.doi.org/10.1038/s41598-020-72006-6 |
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