MELODIE: A whole-farm model to study the dynamics of nutrients in dairy and pig farms with crops
In regions of intensive pig and dairy farming, nutrient losses to the environment at farm level are a source of concern for water and air quality. Dynamic models are useful tools to evaluate the effects of production strategies on nutrient flows and losses to the environment. This paper presents the development of a new whole-farm model upscaling dynamic models developed at the field or animal scale. The model, called MELODIE, is based on an original structure with interacting biotechnical and decisional modules. Indeed, it is supported by an ontology of production systems and the associated programming platform DIESE. The biotechnical module simulates the nutrient flows in the different animal, soil and crops and manure sub-models. The decision module relies on an annual optimization of cropping and spreading allocation plans, and on the flexible execution of activity plans for each simulated year. These plans are examined every day by an operational management sub-model and their application is context dependent. As a result, MELODIE dynamically simulates the flows of carbon, nitrogen, phosphorus, copper, zinc and water within the whole farm over the short and long-term considering both the farming system and its adaptation to climatic conditions. Therefore, it is possible to study both the spatial and temporal heterogeneity of the environmental risks, and to test changes of practices and innovative scenarios. This is illustrated with one example of simulation plan on dairy farms to interpret the Nitrogen farm-gate budget indicator. It shows that this indicator is able to reflect small differences in Nitrogen losses between different systems, but it can only be interpreted using a mobile average, not on a yearly basis. This example illustrates how MELODIE could be used to study the dynamic behaviour of the system and the dynamic of nutrient flows. Finally, MELODIE can also be used for comprehensive multi-criterion assessments, and it also constitutes a generic and evolving framework for virtual experimentation on animal farming systems.
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Europa del Oeste |
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Biblioteca del CIRAD Francia |
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eng |
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U10 - Informatique, mathématiques et statistiques L01 - Élevage - Considérations générales P01 - Conservation de la nature et ressources foncières modèle de simulation élevage impact sur l'environnement évaluation de l'impact méthode d'élevage bovin laitier porcin perte carbone phosphore azote cuivre zinc eau http://aims.fao.org/aos/agrovoc/c_24242 http://aims.fao.org/aos/agrovoc/c_8532 http://aims.fao.org/aos/agrovoc/c_24420 http://aims.fao.org/aos/agrovoc/c_37938 http://aims.fao.org/aos/agrovoc/c_433 http://aims.fao.org/aos/agrovoc/c_2108 http://aims.fao.org/aos/agrovoc/c_7555 http://aims.fao.org/aos/agrovoc/c_4438 http://aims.fao.org/aos/agrovoc/c_1301 http://aims.fao.org/aos/agrovoc/c_5804 http://aims.fao.org/aos/agrovoc/c_5192 http://aims.fao.org/aos/agrovoc/c_1868 http://aims.fao.org/aos/agrovoc/c_8517 http://aims.fao.org/aos/agrovoc/c_8309 http://aims.fao.org/aos/agrovoc/c_3081 U10 - Informatique, mathématiques et statistiques L01 - Élevage - Considérations générales P01 - Conservation de la nature et ressources foncières modèle de simulation élevage impact sur l'environnement évaluation de l'impact méthode d'élevage bovin laitier porcin perte carbone phosphore azote cuivre zinc eau http://aims.fao.org/aos/agrovoc/c_24242 http://aims.fao.org/aos/agrovoc/c_8532 http://aims.fao.org/aos/agrovoc/c_24420 http://aims.fao.org/aos/agrovoc/c_37938 http://aims.fao.org/aos/agrovoc/c_433 http://aims.fao.org/aos/agrovoc/c_2108 http://aims.fao.org/aos/agrovoc/c_7555 http://aims.fao.org/aos/agrovoc/c_4438 http://aims.fao.org/aos/agrovoc/c_1301 http://aims.fao.org/aos/agrovoc/c_5804 http://aims.fao.org/aos/agrovoc/c_5192 http://aims.fao.org/aos/agrovoc/c_1868 http://aims.fao.org/aos/agrovoc/c_8517 http://aims.fao.org/aos/agrovoc/c_8309 http://aims.fao.org/aos/agrovoc/c_3081 |
spellingShingle |
U10 - Informatique, mathématiques et statistiques L01 - Élevage - Considérations générales P01 - Conservation de la nature et ressources foncières modèle de simulation élevage impact sur l'environnement évaluation de l'impact méthode d'élevage bovin laitier porcin perte carbone phosphore azote cuivre zinc eau http://aims.fao.org/aos/agrovoc/c_24242 http://aims.fao.org/aos/agrovoc/c_8532 http://aims.fao.org/aos/agrovoc/c_24420 http://aims.fao.org/aos/agrovoc/c_37938 http://aims.fao.org/aos/agrovoc/c_433 http://aims.fao.org/aos/agrovoc/c_2108 http://aims.fao.org/aos/agrovoc/c_7555 http://aims.fao.org/aos/agrovoc/c_4438 http://aims.fao.org/aos/agrovoc/c_1301 http://aims.fao.org/aos/agrovoc/c_5804 http://aims.fao.org/aos/agrovoc/c_5192 http://aims.fao.org/aos/agrovoc/c_1868 http://aims.fao.org/aos/agrovoc/c_8517 http://aims.fao.org/aos/agrovoc/c_8309 http://aims.fao.org/aos/agrovoc/c_3081 U10 - Informatique, mathématiques et statistiques L01 - Élevage - Considérations générales P01 - Conservation de la nature et ressources foncières modèle de simulation élevage impact sur l'environnement évaluation de l'impact méthode d'élevage bovin laitier porcin perte carbone phosphore azote cuivre zinc eau http://aims.fao.org/aos/agrovoc/c_24242 http://aims.fao.org/aos/agrovoc/c_8532 http://aims.fao.org/aos/agrovoc/c_24420 http://aims.fao.org/aos/agrovoc/c_37938 http://aims.fao.org/aos/agrovoc/c_433 http://aims.fao.org/aos/agrovoc/c_2108 http://aims.fao.org/aos/agrovoc/c_7555 http://aims.fao.org/aos/agrovoc/c_4438 http://aims.fao.org/aos/agrovoc/c_1301 http://aims.fao.org/aos/agrovoc/c_5804 http://aims.fao.org/aos/agrovoc/c_5192 http://aims.fao.org/aos/agrovoc/c_1868 http://aims.fao.org/aos/agrovoc/c_8517 http://aims.fao.org/aos/agrovoc/c_8309 http://aims.fao.org/aos/agrovoc/c_3081 Chardon, X. Rigolot, C. Baratte, C. Espagnol, Sandrine Raison, C. Martin-Clouaire, Roger Rellier, Jean-Pierre Le Gall, A. Dourmad, Jean-Yves Piquemal, B. Leterme, Philippe Paillat, Jean-Marie Delaby, Luc Garcia, F. Peyraud, Jean-Louis Poupa, J.C. Morvan, Thierry Faverdin, Philippe MELODIE: A whole-farm model to study the dynamics of nutrients in dairy and pig farms with crops |
description |
In regions of intensive pig and dairy farming, nutrient losses to the environment at farm level are a source of concern for water and air quality. Dynamic models are useful tools to evaluate the effects of production strategies on nutrient flows and losses to the environment. This paper presents the development of a new whole-farm model upscaling dynamic models developed at the field or animal scale. The model, called MELODIE, is based on an original structure with interacting biotechnical and decisional modules. Indeed, it is supported by an ontology of production systems and the associated programming platform DIESE. The biotechnical module simulates the nutrient flows in the different animal, soil and crops and manure sub-models. The decision module relies on an annual optimization of cropping and spreading allocation plans, and on the flexible execution of activity plans for each simulated year. These plans are examined every day by an operational management sub-model and their application is context dependent. As a result, MELODIE dynamically simulates the flows of carbon, nitrogen, phosphorus, copper, zinc and water within the whole farm over the short and long-term considering both the farming system and its adaptation to climatic conditions. Therefore, it is possible to study both the spatial and temporal heterogeneity of the environmental risks, and to test changes of practices and innovative scenarios. This is illustrated with one example of simulation plan on dairy farms to interpret the Nitrogen farm-gate budget indicator. It shows that this indicator is able to reflect small differences in Nitrogen losses between different systems, but it can only be interpreted using a mobile average, not on a yearly basis. This example illustrates how MELODIE could be used to study the dynamic behaviour of the system and the dynamic of nutrient flows. Finally, MELODIE can also be used for comprehensive multi-criterion assessments, and it also constitutes a generic and evolving framework for virtual experimentation on animal farming systems. |
format |
article |
topic_facet |
U10 - Informatique, mathématiques et statistiques L01 - Élevage - Considérations générales P01 - Conservation de la nature et ressources foncières modèle de simulation élevage impact sur l'environnement évaluation de l'impact méthode d'élevage bovin laitier porcin perte carbone phosphore azote cuivre zinc eau http://aims.fao.org/aos/agrovoc/c_24242 http://aims.fao.org/aos/agrovoc/c_8532 http://aims.fao.org/aos/agrovoc/c_24420 http://aims.fao.org/aos/agrovoc/c_37938 http://aims.fao.org/aos/agrovoc/c_433 http://aims.fao.org/aos/agrovoc/c_2108 http://aims.fao.org/aos/agrovoc/c_7555 http://aims.fao.org/aos/agrovoc/c_4438 http://aims.fao.org/aos/agrovoc/c_1301 http://aims.fao.org/aos/agrovoc/c_5804 http://aims.fao.org/aos/agrovoc/c_5192 http://aims.fao.org/aos/agrovoc/c_1868 http://aims.fao.org/aos/agrovoc/c_8517 http://aims.fao.org/aos/agrovoc/c_8309 http://aims.fao.org/aos/agrovoc/c_3081 |
author |
Chardon, X. Rigolot, C. Baratte, C. Espagnol, Sandrine Raison, C. Martin-Clouaire, Roger Rellier, Jean-Pierre Le Gall, A. Dourmad, Jean-Yves Piquemal, B. Leterme, Philippe Paillat, Jean-Marie Delaby, Luc Garcia, F. Peyraud, Jean-Louis Poupa, J.C. Morvan, Thierry Faverdin, Philippe |
author_facet |
Chardon, X. Rigolot, C. Baratte, C. Espagnol, Sandrine Raison, C. Martin-Clouaire, Roger Rellier, Jean-Pierre Le Gall, A. Dourmad, Jean-Yves Piquemal, B. Leterme, Philippe Paillat, Jean-Marie Delaby, Luc Garcia, F. Peyraud, Jean-Louis Poupa, J.C. Morvan, Thierry Faverdin, Philippe |
author_sort |
Chardon, X. |
title |
MELODIE: A whole-farm model to study the dynamics of nutrients in dairy and pig farms with crops |
title_short |
MELODIE: A whole-farm model to study the dynamics of nutrients in dairy and pig farms with crops |
title_full |
MELODIE: A whole-farm model to study the dynamics of nutrients in dairy and pig farms with crops |
title_fullStr |
MELODIE: A whole-farm model to study the dynamics of nutrients in dairy and pig farms with crops |
title_full_unstemmed |
MELODIE: A whole-farm model to study the dynamics of nutrients in dairy and pig farms with crops |
title_sort |
melodie: a whole-farm model to study the dynamics of nutrients in dairy and pig farms with crops |
publisher |
Elsevier |
url |
http://agritrop.cirad.fr/567776/ http://agritrop.cirad.fr/567776/1/document_567776.pdf |
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1819042706333106176 |
spelling |
dig-cirad-fr-5677762024-12-18T20:32:47Z http://agritrop.cirad.fr/567776/ http://agritrop.cirad.fr/567776/ MELODIE: A whole-farm model to study the dynamics of nutrients in dairy and pig farms with crops. Chardon X., Rigolot C., Baratte C., Espagnol Sandrine, Raison C., Martin-Clouaire Roger, Rellier Jean-Pierre, Le Gall A., Dourmad Jean-Yves, Piquemal B., Leterme Philippe, Paillat Jean-Marie, Delaby Luc, Garcia F., Peyraud Jean-Louis, Poupa J.C., Morvan Thierry, Faverdin Philippe. 2012. Animal (Cambridge), 6 (10) : 1711-1721.https://doi.org/10.1017/S1751731112000687 <https://doi.org/10.1017/S1751731112000687> MELODIE: A whole-farm model to study the dynamics of nutrients in dairy and pig farms with crops Chardon, X. Rigolot, C. Baratte, C. Espagnol, Sandrine Raison, C. Martin-Clouaire, Roger Rellier, Jean-Pierre Le Gall, A. Dourmad, Jean-Yves Piquemal, B. Leterme, Philippe Paillat, Jean-Marie Delaby, Luc Garcia, F. Peyraud, Jean-Louis Poupa, J.C. Morvan, Thierry Faverdin, Philippe eng 2012 Elsevier Animal (Cambridge) U10 - Informatique, mathématiques et statistiques L01 - Élevage - Considérations générales P01 - Conservation de la nature et ressources foncières modèle de simulation élevage impact sur l'environnement évaluation de l'impact méthode d'élevage bovin laitier porcin perte carbone phosphore azote cuivre zinc eau http://aims.fao.org/aos/agrovoc/c_24242 http://aims.fao.org/aos/agrovoc/c_8532 http://aims.fao.org/aos/agrovoc/c_24420 http://aims.fao.org/aos/agrovoc/c_37938 http://aims.fao.org/aos/agrovoc/c_433 http://aims.fao.org/aos/agrovoc/c_2108 http://aims.fao.org/aos/agrovoc/c_7555 http://aims.fao.org/aos/agrovoc/c_4438 http://aims.fao.org/aos/agrovoc/c_1301 http://aims.fao.org/aos/agrovoc/c_5804 http://aims.fao.org/aos/agrovoc/c_5192 http://aims.fao.org/aos/agrovoc/c_1868 http://aims.fao.org/aos/agrovoc/c_8517 http://aims.fao.org/aos/agrovoc/c_8309 France http://aims.fao.org/aos/agrovoc/c_3081 In regions of intensive pig and dairy farming, nutrient losses to the environment at farm level are a source of concern for water and air quality. Dynamic models are useful tools to evaluate the effects of production strategies on nutrient flows and losses to the environment. This paper presents the development of a new whole-farm model upscaling dynamic models developed at the field or animal scale. The model, called MELODIE, is based on an original structure with interacting biotechnical and decisional modules. Indeed, it is supported by an ontology of production systems and the associated programming platform DIESE. The biotechnical module simulates the nutrient flows in the different animal, soil and crops and manure sub-models. The decision module relies on an annual optimization of cropping and spreading allocation plans, and on the flexible execution of activity plans for each simulated year. These plans are examined every day by an operational management sub-model and their application is context dependent. As a result, MELODIE dynamically simulates the flows of carbon, nitrogen, phosphorus, copper, zinc and water within the whole farm over the short and long-term considering both the farming system and its adaptation to climatic conditions. Therefore, it is possible to study both the spatial and temporal heterogeneity of the environmental risks, and to test changes of practices and innovative scenarios. This is illustrated with one example of simulation plan on dairy farms to interpret the Nitrogen farm-gate budget indicator. It shows that this indicator is able to reflect small differences in Nitrogen losses between different systems, but it can only be interpreted using a mobile average, not on a yearly basis. This example illustrates how MELODIE could be used to study the dynamic behaviour of the system and the dynamic of nutrient flows. Finally, MELODIE can also be used for comprehensive multi-criterion assessments, and it also constitutes a generic and evolving framework for virtual experimentation on animal farming systems. article info:eu-repo/semantics/article Journal Article info:eu-repo/semantics/publishedVersion http://agritrop.cirad.fr/567776/1/document_567776.pdf application/pdf cc_by_nc_nd info:eu-repo/semantics/openAccess https://creativecommons.org/licenses/by-nc-nd/4.0/ https://doi.org/10.1017/S1751731112000687 10.1017/S1751731112000687 info:eu-repo/semantics/altIdentifier/doi/10.1017/S1751731112000687 info:eu-repo/semantics/altIdentifier/purl/https://doi.org/10.1017/S1751731112000687 |