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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Main Authors: 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
Format: article biblioteca
Language:eng
Published: Elsevier
Subjects: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,
Online Access:http://agritrop.cirad.fr/567776/
http://agritrop.cirad.fr/567776/1/document_567776.pdf
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record_format koha
institution CIRAD FR
collection DSpace
country Francia
countrycode FR
component Bibliográfico
access En linea
databasecode dig-cirad-fr
tag biblioteca
region Europa del Oeste
libraryname Biblioteca del CIRAD Francia
language eng
topic 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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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