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Prediction model for sap flow in cacao trees under different radiation intensities in the western Colombian Amazon
In this study, we measured diurnal patterns of sap flow (V(s)) in cacao trees growing in three types of agroforestry systems (AFs) that differ in the incident solar radiation they receive. We modeled the relationship of V(s) with several microclimatic characteristics of the AFs using mixed linear mo...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8131689/ https://www.ncbi.nlm.nih.gov/pubmed/34006966 http://dx.doi.org/10.1038/s41598-021-89876-z |
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author | Suárez, Juan Carlos Casanoves, Fernando Bieng, Marie Ange Ngo Melgarejo, Luz Marina Di Rienzo, Julio A. Armas, Cristina |
author_facet | Suárez, Juan Carlos Casanoves, Fernando Bieng, Marie Ange Ngo Melgarejo, Luz Marina Di Rienzo, Julio A. Armas, Cristina |
author_sort | Suárez, Juan Carlos |
collection | PubMed |
description | In this study, we measured diurnal patterns of sap flow (V(s)) in cacao trees growing in three types of agroforestry systems (AFs) that differ in the incident solar radiation they receive. We modeled the relationship of V(s) with several microclimatic characteristics of the AFs using mixed linear models. We characterized microclimatic variables that may have an effect on diurnal patterns of sap flow: air relative humidity, air temperature, photosynthetically active radiation and vapor pressure deficit. Overall, our model predicted the differences between cacao V(s) in the three different AFs, with cacao plants with dense Musaceae plantation and high mean diurnal incident radiation (H(PAR)) displaying the highest differences compared to the other agroforestry arrangements. The model was also able to predict situations such as nocturnal transpiration in H(PAR) and inverse nocturnal sap flows indicative of hydraulic redistribution in the other AFs receiving less incident radiation. Overall, the model we present here can be a useful and cost-effective tool for predicting transpiration and water use in cacao trees, as well as for managing cacao agroforestry systems in the Amazon rainforest. |
format | Online Article Text |
id | pubmed-8131689 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-81316892021-05-25 Prediction model for sap flow in cacao trees under different radiation intensities in the western Colombian Amazon Suárez, Juan Carlos Casanoves, Fernando Bieng, Marie Ange Ngo Melgarejo, Luz Marina Di Rienzo, Julio A. Armas, Cristina Sci Rep Article In this study, we measured diurnal patterns of sap flow (V(s)) in cacao trees growing in three types of agroforestry systems (AFs) that differ in the incident solar radiation they receive. We modeled the relationship of V(s) with several microclimatic characteristics of the AFs using mixed linear models. We characterized microclimatic variables that may have an effect on diurnal patterns of sap flow: air relative humidity, air temperature, photosynthetically active radiation and vapor pressure deficit. Overall, our model predicted the differences between cacao V(s) in the three different AFs, with cacao plants with dense Musaceae plantation and high mean diurnal incident radiation (H(PAR)) displaying the highest differences compared to the other agroforestry arrangements. The model was also able to predict situations such as nocturnal transpiration in H(PAR) and inverse nocturnal sap flows indicative of hydraulic redistribution in the other AFs receiving less incident radiation. Overall, the model we present here can be a useful and cost-effective tool for predicting transpiration and water use in cacao trees, as well as for managing cacao agroforestry systems in the Amazon rainforest. Nature Publishing Group UK 2021-05-18 /pmc/articles/PMC8131689/ /pubmed/34006966 http://dx.doi.org/10.1038/s41598-021-89876-z Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/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/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Suárez, Juan Carlos Casanoves, Fernando Bieng, Marie Ange Ngo Melgarejo, Luz Marina Di Rienzo, Julio A. Armas, Cristina Prediction model for sap flow in cacao trees under different radiation intensities in the western Colombian Amazon |
title | Prediction model for sap flow in cacao trees under different radiation intensities in the western Colombian Amazon |
title_full | Prediction model for sap flow in cacao trees under different radiation intensities in the western Colombian Amazon |
title_fullStr | Prediction model for sap flow in cacao trees under different radiation intensities in the western Colombian Amazon |
title_full_unstemmed | Prediction model for sap flow in cacao trees under different radiation intensities in the western Colombian Amazon |
title_short | Prediction model for sap flow in cacao trees under different radiation intensities in the western Colombian Amazon |
title_sort | prediction model for sap flow in cacao trees under different radiation intensities in the western colombian amazon |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8131689/ https://www.ncbi.nlm.nih.gov/pubmed/34006966 http://dx.doi.org/10.1038/s41598-021-89876-z |
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