A new perennial forage module coupled with the ECOSMOS terrestrial ecosystem model: Calibration and evaluation for Urochloa (syn. Brachiaria) brizantha
Pastures represent the main land use type in Brazil and are used for livestock production and maintenance of land ownership. Most pasture areas exhibit signs of degradation related to inadequate management, which affects pasture biomass production. Terrestrial ecosystem models are effective tools fo...
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Published in | European journal of agronomy Vol. 159; p. 127253 |
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Main Authors | , , , , , , , , , , , |
Format | Journal Article |
Language | English |
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Elsevier B.V
01.09.2024
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Abstract | Pastures represent the main land use type in Brazil and are used for livestock production and maintenance of land ownership. Most pasture areas exhibit signs of degradation related to inadequate management, which affects pasture biomass production. Terrestrial ecosystem models are effective tools for evaluating the economic and ecological returns associated with distinct management scenarios. In this paper, a new forage module implemented in the ECOSystem MOdel Simulator (ECOSMOS) is formulated, and ECOSMOS-Forage model calibration and evaluation results were obtained for estimating tropical forage growth under continuous and rotational stocking methods subject to grazing or cutting regimes. A set of equations to simulate the daily carbon allocation, growth, senescence, and morphological characteristics of Urochloa (syn. Brachiaria) brizantha cvs. Marandu and Piatã were proposed. Biophysical and physiological parameters, including the solar radiation balance, soil water content, evapotranspiration and carbon assimilation, were calibrated and evaluated with one micrometeorological experiment. Additionally, two sets of parameters were calibrated for Marandu grass growth under continuous and rotational stocking. Based on the Marandu parameterization, a third set of parameters, thereby adjusting a few parameters, was derived for the Piatã grass under rotational stocking. The ECOSMOS-Forage model could successfully capture the energy, carbon and water fluxes and biomass dynamics during growth cycles. The net radiation, evapotranspiration and gross primary production were simulated with agreement index (d) values of 0.97, 0.89, and 0.95, respectively, during the calibration phase and 0.98, 0.90, and 0.93, respectively, during the evaluation phase. Regarding model application to simulate forage growth under rotational stocking, the model could estimate aboveground, leaf and stem dry matter accumulation levels with d values ranging from 0.91 to 0.98. Although forage growth is relatively difficult to simulate, compared with annual crops, the results suggested that the model could provide high potential for simulating tropical perennial forage grasses.
•Most Brazilian grasslands shown signs of degradation.•Few crop modeling studies have been conducted for tropical forage grasses.•A new forage module was tested for continuous and rotational stocking methods.•A good fit was achieved for surface fluxes, soil water and field biometric data.•ECOSMOS-Forage model can support livestock sustainability in tropical environments. |
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AbstractList | Pastures represent the main land use type in Brazil and are used for livestock production and maintenance of land ownership. Most pasture areas exhibit signs of degradation related to inadequate management, which affects pasture biomass production. Terrestrial ecosystem models are effective tools for evaluating the economic and ecological returns associated with distinct management scenarios. In this paper, a new forage module implemented in the ECOSystem MOdel Simulator (ECOSMOS) is formulated, and ECOSMOS-Forage model calibration and evaluation results were obtained for estimating tropical forage growth under continuous and rotational stocking methods subject to grazing or cutting regimes. A set of equations to simulate the daily carbon allocation, growth, senescence, and morphological characteristics of Urochloa (syn. Brachiaria) brizantha cvs. Marandu and Piatã were proposed. Biophysical and physiological parameters, including the solar radiation balance, soil water content, evapotranspiration and carbon assimilation, were calibrated and evaluated with one micrometeorological experiment. Additionally, two sets of parameters were calibrated for Marandu grass growth under continuous and rotational stocking. Based on the Marandu parameterization, a third set of parameters, thereby adjusting a few parameters, was derived for the Piatã grass under rotational stocking. The ECOSMOS-Forage model could successfully capture the energy, carbon and water fluxes and biomass dynamics during growth cycles. The net radiation, evapotranspiration and gross primary production were simulated with agreement index (d) values of 0.97, 0.89, and 0.95, respectively, during the calibration phase and 0.98, 0.90, and 0.93, respectively, during the evaluation phase. Regarding model application to simulate forage growth under rotational stocking, the model could estimate aboveground, leaf and stem dry matter accumulation levels with d values ranging from 0.91 to 0.98. Although forage growth is relatively difficult to simulate, compared with annual crops, the results suggested that the model could provide high potential for simulating tropical perennial forage grasses. Pastures represent the main land use type in Brazil and are used for livestock production and maintenance of land ownership. Most pasture areas exhibit signs of degradation related to inadequate management, which affects pasture biomass production. Terrestrial ecosystem models are effective tools for evaluating the economic and ecological returns associated with distinct management scenarios. In this paper, a new forage module implemented in the ECOSystem MOdel Simulator (ECOSMOS) is formulated, and ECOSMOS-Forage model calibration and evaluation results were obtained for estimating tropical forage growth under continuous and rotational stocking methods subject to grazing or cutting regimes. A set of equations to simulate the daily carbon allocation, growth, senescence, and morphological characteristics of Urochloa (syn. Brachiaria) brizantha cvs. Marandu and Piatã were proposed. Biophysical and physiological parameters, including the solar radiation balance, soil water content, evapotranspiration and carbon assimilation, were calibrated and evaluated with one micrometeorological experiment. Additionally, two sets of parameters were calibrated for Marandu grass growth under continuous and rotational stocking. Based on the Marandu parameterization, a third set of parameters, thereby adjusting a few parameters, was derived for the Piatã grass under rotational stocking. The ECOSMOS-Forage model could successfully capture the energy, carbon and water fluxes and biomass dynamics during growth cycles. The net radiation, evapotranspiration and gross primary production were simulated with agreement index (d) values of 0.97, 0.89, and 0.95, respectively, during the calibration phase and 0.98, 0.90, and 0.93, respectively, during the evaluation phase. Regarding model application to simulate forage growth under rotational stocking, the model could estimate aboveground, leaf and stem dry matter accumulation levels with d values ranging from 0.91 to 0.98. Although forage growth is relatively difficult to simulate, compared with annual crops, the results suggested that the model could provide high potential for simulating tropical perennial forage grasses. •Most Brazilian grasslands shown signs of degradation.•Few crop modeling studies have been conducted for tropical forage grasses.•A new forage module was tested for continuous and rotational stocking methods.•A good fit was achieved for surface fluxes, soil water and field biometric data.•ECOSMOS-Forage model can support livestock sustainability in tropical environments. |
ArticleNumber | 127253 |
Author | Nogueira, Sandra Furlan Bosi, Cristiam Pezzopane, José Ricardo Macedo Cabral, Osvaldo Machado Rodrigues Gravina de Oliveira, Monique Pires Magalhães, Paulo Sergio Graziano Cuadra, Santiago Vianna Lamparelli, Rubens Augusto Camargo de Freitas, Helber Custódio Dias, Henrique Boriolo Bender, Fabiani Denise Silva, Leandro Eduardo Annibal |
Author_xml | – sequence: 1 givenname: Fabiani Denise surname: Bender fullname: Bender, Fabiani Denise email: fabianidenise@gmail.com organization: Interdisciplinary Center of Energy Planning, University of Campinas, Campinas, SP 13083-896, Brazil – sequence: 2 givenname: Santiago Vianna surname: Cuadra fullname: Cuadra, Santiago Vianna organization: EMBRAPA Digital Agriculture, Campinas, SP 13083-886, Brazil – sequence: 3 givenname: Henrique Boriolo surname: Dias fullname: Dias, Henrique Boriolo organization: Department of Agricultural and Biological Engineering, University of Florida, Gainesville, FL 32611, USA – sequence: 4 givenname: Leandro Eduardo Annibal surname: Silva fullname: Silva, Leandro Eduardo Annibal organization: EMBRAPA Digital Agriculture, Campinas, SP 13083-886, Brazil – sequence: 5 givenname: Monique Pires surname: Gravina de Oliveira fullname: Gravina de Oliveira, Monique Pires organization: EMBRAPA Digital Agriculture, Campinas, SP 13083-886, Brazil – sequence: 6 givenname: Rubens Augusto Camargo surname: Lamparelli fullname: Lamparelli, Rubens Augusto Camargo organization: Interdisciplinary Center of Energy Planning, University of Campinas, Campinas, SP 13083-896, Brazil – sequence: 7 givenname: Osvaldo Machado Rodrigues surname: Cabral fullname: Cabral, Osvaldo Machado Rodrigues organization: EMBRAPA Environment, Jaguariúna, SP 13820-000, Brazil – sequence: 8 givenname: Sandra Furlan surname: Nogueira fullname: Nogueira, Sandra Furlan organization: EMBRAPA Environment, Jaguariúna, SP 13820-000, Brazil – sequence: 9 givenname: José Ricardo Macedo surname: Pezzopane fullname: Pezzopane, José Ricardo Macedo organization: EMBRAPA Southeast Livestock, São Carlos, SP 13560-970, Brazil – sequence: 10 givenname: Cristiam surname: Bosi fullname: Bosi, Cristiam organization: Federal University of Paraná, Paranavaí, PR 87704-010, Brazil – sequence: 11 givenname: Helber Custódio surname: de Freitas fullname: de Freitas, Helber Custódio organization: São Paulo State University, Bauru, SP 17033-360, Brazil – sequence: 12 givenname: Paulo Sergio Graziano surname: Magalhães fullname: Magalhães, Paulo Sergio Graziano organization: Interdisciplinary Center of Energy Planning, University of Campinas, Campinas, SP 13083-896, Brazil |
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Keywords | New forage module Biophysical crop growth model Eddy covariance Marandu and Piatã palisade grasses Tropical forage development and growth |
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SubjectTerms | agronomy biomass production Biophysical crop growth model Brachiaria Brazil carbon carbon dioxide fixation dry matter accumulation ecological models Eddy covariance energy evapotranspiration forage grasses gross primary productivity land ownership land use leaves livestock production Marandu and Piatã palisade grasses net radiation New forage module pastures soil water content solar radiation terrestrial ecosystems Tropical forage development and growth Urochloa |
Title | A new perennial forage module coupled with the ECOSMOS terrestrial ecosystem model: Calibration and evaluation for Urochloa (syn. Brachiaria) brizantha |
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