OliveCan: A Process-Based Model of Development, Growth and Yield of Olive Orchards

OliveCan: A Process-Based Model of Development, Growth and Yield of Olive Orchards

This article is part of the Research Topic: Advances in Oil Crops Research—Classical and New Approaches to Achieve Sustainable Productivity.-- Edited by: Dragana Miladinović, Johann Vollmann, Leire Molinero-Ruiz and Mariela Torres.

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Main Authors: López-Bernal, Álvaro, Morales, Alejandro, García-Tejera, Omar, Testi, Luca, Orgaz Rosua, Francisco, Melo-Abreu, J. P. de, Villalobos, Francisco J.
Other Authors: Ministerio de Economía y Competitividad (España)
Format: artículo biblioteca
Language:English
Published: Frontiers Media 2018-05-09
Subjects:Carbon assimilation, Crop model, Olea europaea L., SPAC model, Water stress, Water uptake,
Online Access:http://hdl.handle.net/10261/209273
http://dx.doi.org/10.13039/501100000780
http://dx.doi.org/10.13039/501100003329
http://dx.doi.org/10.13039/100007652
http://dx.doi.org/10.13039/501100011011
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spelling dig-ias-es-10261-2092732021-12-28T16:30:59Z OliveCan: A Process-Based Model of Development, Growth and Yield of Olive Orchards López-Bernal, Álvaro Morales, Alejandro García-Tejera, Omar Testi, Luca Orgaz Rosua, Francisco Melo-Abreu, J. P. de Villalobos, Francisco J. Ministerio de Economía y Competitividad (España) Junta de Andalucía European Commission CSIC - Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria (INIA) Carbon assimilation Crop model Olea europaea L. SPAC model Water stress Water uptake This article is part of the Research Topic: Advances in Oil Crops Research—Classical and New Approaches to Achieve Sustainable Productivity.-- Edited by: Dragana Miladinović, Johann Vollmann, Leire Molinero-Ruiz and Mariela Torres. Several simulation models of the olive crop have been formulated so far, but none of them is capable of analyzing the impact of environmental conditions and management practices on water relations, growth and productivity under both well-irrigated and water-limiting irrigation strategies. This paper presents and tests OliveCan, a process-oriented model conceived for those purposes. In short, OliveCan is composed of three main model components simulating the principal elements of the water and carbon balances of olive orchards and the impacts of some management operations. To assess its predictive power, OliveCan was tested against independent data collected in two 3-year field experiments conducted in Córdoba, Spain, each of them applying different irrigation treatments. An acceptable level of agreement was found between measured and simulated values of seasonal evapotranspiration (ET, range 393 to 1016 mm year-1; RMSE of 89 mm year-1), daily transpiration (Ep, range 0.14–3.63 mm d-1; RMSE of 0.32 mm d-1) and oil yield (Yoil, range 13–357 g m-2; RMSE of 63 g m-2). Finally, knowledge gaps identified during the formulation of the model and further testing needs are discussed, highlighting that there is additional room for improving its robustness. It is concluded that OliveCan has a strong potential as a simulation platform for a variety of research applications. The research leading to these results has received funding from Ministerio de Economía y Competitividad (Grant Nos. AGL-2010-20766 and AGL2015-69822), from Junta de Andalucía (Grant No. P08-AGR-04202), from the European Community’s Seven Framework Programme-FP7 (KBBE.2013.1.4-09) under Grant Agreement No. 613817. 2013–2016 “MODelling vegetation response to EXTREMe Events” (MODEXTREME, modextreme.org) and from ERA-NET FACCE SURPLUS (Grant No. 652615, project OLIVE-MIRACLE), the latter co-funded by INIA (PCIN-2015-259). Besides, ÁL-B was funded by a postdoctoral fellowship (‘Juan de la Cierva-Formación 2015’ Programme, FJCI-2015-24109) from Ministerio de Economía y Competitividad. Peer reviewed 2020-04-27T15:30:06Z 2020-04-27T15:30:06Z 2018-05-09 artículo http://purl.org/coar/resource_type/c_6501 Frontiers in Plant Science 9: 632 (2018) 978-2-88963-068-4 http://hdl.handle.net/10261/209273 10.3389/fpls.2018.00632 1664-462X http://dx.doi.org/10.13039/501100000780 http://dx.doi.org/10.13039/501100003329 http://dx.doi.org/10.13039/100007652 http://dx.doi.org/10.13039/501100011011 29868086 en #PLACEHOLDER_PARENT_METADATA_VALUE# #PLACEHOLDER_PARENT_METADATA_VALUE# #PLACEHOLDER_PARENT_METADATA_VALUE# #PLACEHOLDER_PARENT_METADATA_VALUE# info:eu-repo/grantAgreement/MINECO/Plan Estatal de Investigación Científica y Técnica y de Innovación 2013-2016/AGL2015-6982 info:eu-repo/grantAgreement/EC/FP7/613817 info:eu-repo/grantAgreement/EC/H2020/652615 info:eu-repo/grantAgreement/MINECO/Plan Estatal de Investigación Científica y Técnica y de Innovación 2013-2016/FJCI-2015-24109 Frontiers Research Topics Publisher's version https://doi.org/10.3389/fpls.2018.00632 Sí open Frontiers Media
institution IAS ES
collection DSpace
country España
countrycode ES
component Bibliográfico
access En linea
databasecode dig-ias-es
tag biblioteca
region Europa del Sur
libraryname Biblioteca del IAS España
language English
topic Carbon assimilation
Crop model
Olea europaea L.
SPAC model
Water stress
Water uptake
Carbon assimilation
Crop model
Olea europaea L.
SPAC model
Water stress
Water uptake
spellingShingle Carbon assimilation
Crop model
Olea europaea L.
SPAC model
Water stress
Water uptake
Carbon assimilation
Crop model
Olea europaea L.
SPAC model
Water stress
Water uptake
López-Bernal, Álvaro
Morales, Alejandro
García-Tejera, Omar
Testi, Luca
Orgaz Rosua, Francisco
Melo-Abreu, J. P. de
Villalobos, Francisco J.
OliveCan: A Process-Based Model of Development, Growth and Yield of Olive Orchards
description This article is part of the Research Topic: Advances in Oil Crops Research—Classical and New Approaches to Achieve Sustainable Productivity.-- Edited by: Dragana Miladinović, Johann Vollmann, Leire Molinero-Ruiz and Mariela Torres.
author2 Ministerio de Economía y Competitividad (España)
author_facet Ministerio de Economía y Competitividad (España)
López-Bernal, Álvaro
Morales, Alejandro
García-Tejera, Omar
Testi, Luca
Orgaz Rosua, Francisco
Melo-Abreu, J. P. de
Villalobos, Francisco J.
format artículo
topic_facet Carbon assimilation
Crop model
Olea europaea L.
SPAC model
Water stress
Water uptake
author López-Bernal, Álvaro
Morales, Alejandro
García-Tejera, Omar
Testi, Luca
Orgaz Rosua, Francisco
Melo-Abreu, J. P. de
Villalobos, Francisco J.
author_sort López-Bernal, Álvaro
title OliveCan: A Process-Based Model of Development, Growth and Yield of Olive Orchards
title_short OliveCan: A Process-Based Model of Development, Growth and Yield of Olive Orchards
title_full OliveCan: A Process-Based Model of Development, Growth and Yield of Olive Orchards
title_fullStr OliveCan: A Process-Based Model of Development, Growth and Yield of Olive Orchards
title_full_unstemmed OliveCan: A Process-Based Model of Development, Growth and Yield of Olive Orchards
title_sort olivecan: a process-based model of development, growth and yield of olive orchards
publisher Frontiers Media
publishDate 2018-05-09
url http://hdl.handle.net/10261/209273
http://dx.doi.org/10.13039/501100000780
http://dx.doi.org/10.13039/501100003329
http://dx.doi.org/10.13039/100007652
http://dx.doi.org/10.13039/501100011011
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AT moralesalejandro olivecanaprocessbasedmodelofdevelopmentgrowthandyieldofoliveorchards
AT garciatejeraomar olivecanaprocessbasedmodelofdevelopmentgrowthandyieldofoliveorchards
AT testiluca olivecanaprocessbasedmodelofdevelopmentgrowthandyieldofoliveorchards
AT orgazrosuafrancisco olivecanaprocessbasedmodelofdevelopmentgrowthandyieldofoliveorchards
AT meloabreujpde olivecanaprocessbasedmodelofdevelopmentgrowthandyieldofoliveorchards
AT villalobosfranciscoj olivecanaprocessbasedmodelofdevelopmentgrowthandyieldofoliveorchards
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