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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...

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Autores principales: Suárez, Juan Carlos, Casanoves, Fernando, Bieng, Marie Ange Ngo, Melgarejo, Luz Marina, Di Rienzo, Julio A., Armas, Cristina
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
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.
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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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