Modelling farmers' choice of miscanthus allocation in farmland: a case-based reasoning model
Identifieur interne : 003325 ( Hal/Curation ); précédent : 003324; suivant : 003326Modelling farmers' choice of miscanthus allocation in farmland: a case-based reasoning model
Auteurs : Laura Martin [France] ; Florence Le Ber [France] ; Julie Wohlfahrt [France] ; Géraldine Bocquého [France] ; Marc Benoît [France]Source :
English descriptors
Abstract
The spatial extension of perennial biomass crop, like miscanthus, seems to be unavoidable to face the decrease of fossil fuel. However, the risk of a food / non food competition due to land use change has to be anticipated. Several models of biomass crops allocation have been already performed. Most of these models simulate large-scale allocation processes, taking into account numerous biophysical variables but only few true-to-life human variables. In this paper, we present a modelling framework of miscanthus allocation in farmland. We use a case based reasoning model in order to compute both biophysical and human variables. An ad hoc similarity measures framework and the comparison of two adaptation techniques are presented. First results of one application based on a french case study are discussed. They show the necessity to take into account stakeholders' knowledge of miscanthus allocation process in the modelling.
Url:
Links toward previous steps (curation, corpus...)
- to stream Hal, to step Corpus: Pour aller vers cette notice dans l'étape Curation :003325
Links to Exploration step
Hal:hal-00724085Le document en format XML
<record><TEI><teiHeader><fileDesc><titleStmt><title xml:lang="en">Modelling farmers' choice of miscanthus allocation in farmland: a case-based reasoning model</title><author><name sortKey="Martin, Laura" sort="Martin, Laura" uniqKey="Martin L" first="Laura" last="Martin">Laura Martin</name><affiliation wicri:level="1"><hal:affiliation type="laboratory" xml:id="struct-133440" status="VALID"><orgName>Agro-Systèmes Territoires Ressources Mirecourt</orgName><orgName type="acronym">ASTER Mirecourt</orgName><desc><address><addrLine>MIRECOURT</addrLine><country key="FR"></country></address></desc><listRelation><relation name="UR" active="#struct-92114" type="direct"></relation></listRelation><tutelles><tutelle name="UR" active="#struct-92114" type="direct"><org type="institution" xml:id="struct-92114" status="VALID"><orgName>Institut National de la Recherche Agronomique</orgName><orgName type="acronym">INRA</orgName><desc><address><country key="FR"></country></address><ref type="url">http://www.inra.fr</ref></desc></org></tutelle></tutelles></hal:affiliation><country>France</country></affiliation></author><author><name sortKey="Le Ber, Florence" sort="Le Ber, Florence" uniqKey="Le Ber F" first="Florence" last="Le Ber">Florence Le Ber</name><affiliation wicri:level="1"><hal:affiliation type="laboratory" xml:id="struct-85744" status="VALID"><orgName>Laboratoire d'Hydrologie et de Géochimie de Strasbourg</orgName><orgName type="acronym">LHyGeS</orgName><desc><address><addrLine>1 rue Blessig, F-67084 Strasbourg Cedex</addrLine><country key="FR"></country></address><ref type="url">http://lhyges.u-strasbg.fr</ref></desc><listRelation><relation active="#struct-300045" type="direct"></relation><relation active="#struct-302445" type="direct"></relation><relation active="#struct-364775" type="direct"></relation><relation name="UMR7517" active="#struct-441569" type="direct"></relation></listRelation><tutelles><tutelle active="#struct-300045" type="direct"><org type="institution" xml:id="struct-300045" status="VALID"><orgName>INSU</orgName><desc><address><country key="FR"></country></address></desc></org></tutelle><tutelle active="#struct-302445" type="direct"><org type="institution" xml:id="struct-302445" status="VALID"><orgName>Université de Strasbourg</orgName><desc><address><country key="FR"></country></address></desc></org></tutelle><tutelle active="#struct-364775" type="direct"><org type="institution" xml:id="struct-364775" status="INCOMING"><orgName>ENGEES</orgName><desc><address><country key="FR"></country></address></desc></org></tutelle><tutelle name="UMR7517" active="#struct-441569" type="direct"><org type="institution" xml:id="struct-441569" status="VALID"><idno type="IdRef">02636817X</idno><idno type="ISNI">0000000122597504</idno><orgName>Centre National de la Recherche Scientifique</orgName><orgName type="acronym">CNRS</orgName><date type="start">1939-10-19</date><desc><address><country key="FR"></country></address><ref type="url">http://www.cnrs.fr/</ref></desc></org></tutelle></tutelles></hal:affiliation><country>France</country><placeName><settlement type="city">Strasbourg</settlement><region type="region" nuts="2">Grand Est</region><region type="old region" nuts="2">Alsace (région administrative)</region></placeName><orgName type="university">Université de Strasbourg</orgName></affiliation></author><author><name sortKey="Wohlfahrt, Julie" sort="Wohlfahrt, Julie" uniqKey="Wohlfahrt J" first="Julie" last="Wohlfahrt">Julie Wohlfahrt</name><affiliation wicri:level="1"><hal:affiliation type="laboratory" xml:id="struct-133440" status="VALID"><orgName>Agro-Systèmes Territoires Ressources Mirecourt</orgName><orgName type="acronym">ASTER Mirecourt</orgName><desc><address><addrLine>MIRECOURT</addrLine><country key="FR"></country></address></desc><listRelation><relation name="UR" active="#struct-92114" type="direct"></relation></listRelation><tutelles><tutelle name="UR" active="#struct-92114" type="direct"><org type="institution" xml:id="struct-92114" status="VALID"><orgName>Institut National de la Recherche Agronomique</orgName><orgName type="acronym">INRA</orgName><desc><address><country key="FR"></country></address><ref type="url">http://www.inra.fr</ref></desc></org></tutelle></tutelles></hal:affiliation><country>France</country></affiliation></author><author><name sortKey="Bocqueho, Geraldine" sort="Bocqueho, Geraldine" uniqKey="Bocqueho G" first="Géraldine" last="Bocquého">Géraldine Bocquého</name><affiliation wicri:level="1"><hal:affiliation type="laboratory" xml:id="struct-135760" status="VALID"><orgName>Economie Publique</orgName><orgName type="acronym">ECO-PUB</orgName><desc><address><addrLine>F-78850 Thiverval-Grignon</addrLine><country key="FR"></country></address></desc><listRelation><relation name="UMR0210" active="#struct-92114" type="direct"></relation><relation active="#struct-148117" type="direct"></relation></listRelation><tutelles><tutelle name="UMR0210" active="#struct-92114" type="direct"><org type="institution" xml:id="struct-92114" status="VALID"><orgName>Institut National de la Recherche Agronomique</orgName><orgName type="acronym">INRA</orgName><desc><address><country key="FR"></country></address><ref type="url">http://www.inra.fr</ref></desc></org></tutelle><tutelle active="#struct-148117" type="direct"><org type="institution" xml:id="struct-148117" status="VALID"><orgName>AgroParisTech</orgName><orgName type="acronym">AgroParisTech</orgName><desc><address><addrLine>Institut des sciences et industries du vivant et de l'environnement - AgroParisTech - 16 rue Claude Bernard F-75231 Paris Cedex 05</addrLine><country key="FR"></country></address><ref type="url">http://www.agroparistech.fr/</ref></desc></org></tutelle></tutelles></hal:affiliation><country>France</country></affiliation></author><author><name sortKey="Benoit, Marc" sort="Benoit, Marc" uniqKey="Benoit M" first="Marc" last="Benoît">Marc Benoît</name><affiliation wicri:level="1"><hal:affiliation type="laboratory" xml:id="struct-133440" status="VALID"><orgName>Agro-Systèmes Territoires Ressources Mirecourt</orgName><orgName type="acronym">ASTER Mirecourt</orgName><desc><address><addrLine>MIRECOURT</addrLine><country key="FR"></country></address></desc><listRelation><relation name="UR" active="#struct-92114" type="direct"></relation></listRelation><tutelles><tutelle name="UR" active="#struct-92114" type="direct"><org type="institution" xml:id="struct-92114" status="VALID"><orgName>Institut National de la Recherche Agronomique</orgName><orgName type="acronym">INRA</orgName><desc><address><country key="FR"></country></address><ref type="url">http://www.inra.fr</ref></desc></org></tutelle></tutelles></hal:affiliation><country>France</country></affiliation></author></titleStmt><publicationStmt><idno type="wicri:source">HAL</idno><idno type="RBID">Hal:hal-00724085</idno><idno type="halId">hal-00724085</idno><idno type="halUri">https://hal.archives-ouvertes.fr/hal-00724085</idno><idno type="url">https://hal.archives-ouvertes.fr/hal-00724085</idno><date when="2012-07">2012-07</date><idno type="wicri:Area/Hal/Corpus">003325</idno><idno type="wicri:Area/Hal/Curation">003325</idno></publicationStmt><sourceDesc><biblStruct><analytic><title xml:lang="en">Modelling farmers' choice of miscanthus allocation in farmland: a case-based reasoning model</title><author><name sortKey="Martin, Laura" sort="Martin, Laura" uniqKey="Martin L" first="Laura" last="Martin">Laura Martin</name><affiliation wicri:level="1"><hal:affiliation type="laboratory" xml:id="struct-133440" status="VALID"><orgName>Agro-Systèmes Territoires Ressources Mirecourt</orgName><orgName type="acronym">ASTER Mirecourt</orgName><desc><address><addrLine>MIRECOURT</addrLine><country key="FR"></country></address></desc><listRelation><relation name="UR" active="#struct-92114" type="direct"></relation></listRelation><tutelles><tutelle name="UR" active="#struct-92114" type="direct"><org type="institution" xml:id="struct-92114" status="VALID"><orgName>Institut National de la Recherche Agronomique</orgName><orgName type="acronym">INRA</orgName><desc><address><country key="FR"></country></address><ref type="url">http://www.inra.fr</ref></desc></org></tutelle></tutelles></hal:affiliation><country>France</country></affiliation></author><author><name sortKey="Le Ber, Florence" sort="Le Ber, Florence" uniqKey="Le Ber F" first="Florence" last="Le Ber">Florence Le Ber</name><affiliation wicri:level="1"><hal:affiliation type="laboratory" xml:id="struct-85744" status="VALID"><orgName>Laboratoire d'Hydrologie et de Géochimie de Strasbourg</orgName><orgName type="acronym">LHyGeS</orgName><desc><address><addrLine>1 rue Blessig, F-67084 Strasbourg Cedex</addrLine><country key="FR"></country></address><ref type="url">http://lhyges.u-strasbg.fr</ref></desc><listRelation><relation active="#struct-300045" type="direct"></relation><relation active="#struct-302445" type="direct"></relation><relation active="#struct-364775" type="direct"></relation><relation name="UMR7517" active="#struct-441569" type="direct"></relation></listRelation><tutelles><tutelle active="#struct-300045" type="direct"><org type="institution" xml:id="struct-300045" status="VALID"><orgName>INSU</orgName><desc><address><country key="FR"></country></address></desc></org></tutelle><tutelle active="#struct-302445" type="direct"><org type="institution" xml:id="struct-302445" status="VALID"><orgName>Université de Strasbourg</orgName><desc><address><country key="FR"></country></address></desc></org></tutelle><tutelle active="#struct-364775" type="direct"><org type="institution" xml:id="struct-364775" status="INCOMING"><orgName>ENGEES</orgName><desc><address><country key="FR"></country></address></desc></org></tutelle><tutelle name="UMR7517" active="#struct-441569" type="direct"><org type="institution" xml:id="struct-441569" status="VALID"><idno type="IdRef">02636817X</idno><idno type="ISNI">0000000122597504</idno><orgName>Centre National de la Recherche Scientifique</orgName><orgName type="acronym">CNRS</orgName><date type="start">1939-10-19</date><desc><address><country key="FR"></country></address><ref type="url">http://www.cnrs.fr/</ref></desc></org></tutelle></tutelles></hal:affiliation><country>France</country><placeName><settlement type="city">Strasbourg</settlement><region type="region" nuts="2">Grand Est</region><region type="old region" nuts="2">Alsace (région administrative)</region></placeName><orgName type="university">Université de Strasbourg</orgName></affiliation></author><author><name sortKey="Wohlfahrt, Julie" sort="Wohlfahrt, Julie" uniqKey="Wohlfahrt J" first="Julie" last="Wohlfahrt">Julie Wohlfahrt</name><affiliation wicri:level="1"><hal:affiliation type="laboratory" xml:id="struct-133440" status="VALID"><orgName>Agro-Systèmes Territoires Ressources Mirecourt</orgName><orgName type="acronym">ASTER Mirecourt</orgName><desc><address><addrLine>MIRECOURT</addrLine><country key="FR"></country></address></desc><listRelation><relation name="UR" active="#struct-92114" type="direct"></relation></listRelation><tutelles><tutelle name="UR" active="#struct-92114" type="direct"><org type="institution" xml:id="struct-92114" status="VALID"><orgName>Institut National de la Recherche Agronomique</orgName><orgName type="acronym">INRA</orgName><desc><address><country key="FR"></country></address><ref type="url">http://www.inra.fr</ref></desc></org></tutelle></tutelles></hal:affiliation><country>France</country></affiliation></author><author><name sortKey="Bocqueho, Geraldine" sort="Bocqueho, Geraldine" uniqKey="Bocqueho G" first="Géraldine" last="Bocquého">Géraldine Bocquého</name><affiliation wicri:level="1"><hal:affiliation type="laboratory" xml:id="struct-135760" status="VALID"><orgName>Economie Publique</orgName><orgName type="acronym">ECO-PUB</orgName><desc><address><addrLine>F-78850 Thiverval-Grignon</addrLine><country key="FR"></country></address></desc><listRelation><relation name="UMR0210" active="#struct-92114" type="direct"></relation><relation active="#struct-148117" type="direct"></relation></listRelation><tutelles><tutelle name="UMR0210" active="#struct-92114" type="direct"><org type="institution" xml:id="struct-92114" status="VALID"><orgName>Institut National de la Recherche Agronomique</orgName><orgName type="acronym">INRA</orgName><desc><address><country key="FR"></country></address><ref type="url">http://www.inra.fr</ref></desc></org></tutelle><tutelle active="#struct-148117" type="direct"><org type="institution" xml:id="struct-148117" status="VALID"><orgName>AgroParisTech</orgName><orgName type="acronym">AgroParisTech</orgName><desc><address><addrLine>Institut des sciences et industries du vivant et de l'environnement - AgroParisTech - 16 rue Claude Bernard F-75231 Paris Cedex 05</addrLine><country key="FR"></country></address><ref type="url">http://www.agroparistech.fr/</ref></desc></org></tutelle></tutelles></hal:affiliation><country>France</country></affiliation></author><author><name sortKey="Benoit, Marc" sort="Benoit, Marc" uniqKey="Benoit M" first="Marc" last="Benoît">Marc Benoît</name><affiliation wicri:level="1"><hal:affiliation type="laboratory" xml:id="struct-133440" status="VALID"><orgName>Agro-Systèmes Territoires Ressources Mirecourt</orgName><orgName type="acronym">ASTER Mirecourt</orgName><desc><address><addrLine>MIRECOURT</addrLine><country key="FR"></country></address></desc><listRelation><relation name="UR" active="#struct-92114" type="direct"></relation></listRelation><tutelles><tutelle name="UR" active="#struct-92114" type="direct"><org type="institution" xml:id="struct-92114" status="VALID"><orgName>Institut National de la Recherche Agronomique</orgName><orgName type="acronym">INRA</orgName><desc><address><country key="FR"></country></address><ref type="url">http://www.inra.fr</ref></desc></org></tutelle></tutelles></hal:affiliation><country>France</country></affiliation></author></analytic></biblStruct></sourceDesc></fileDesc><profileDesc><textClass><keywords scheme="mix" xml:lang="en"><term>artificial intelligence</term><term>decision-making support</term><term>land use</term><term>miscanthus</term><term>modelling</term></keywords></textClass></profileDesc></teiHeader><front><div type="abstract" xml:lang="en">The spatial extension of perennial biomass crop, like miscanthus, seems to be unavoidable to face the decrease of fossil fuel. However, the risk of a food / non food competition due to land use change has to be anticipated. Several models of biomass crops allocation have been already performed. Most of these models simulate large-scale allocation processes, taking into account numerous biophysical variables but only few true-to-life human variables. In this paper, we present a modelling framework of miscanthus allocation in farmland. We use a case based reasoning model in order to compute both biophysical and human variables. An ad hoc similarity measures framework and the comparison of two adaptation techniques are presented. First results of one application based on a french case study are discussed. They show the necessity to take into account stakeholders' knowledge of miscanthus allocation process in the modelling.</div></front></TEI><hal api="V3"><titleStmt><title xml:lang="en">Modelling farmers' choice of miscanthus allocation in farmland: a case-based reasoning model</title><author role="aut"><persName><forename type="first">Laura</forename><surname>Martin</surname></persName><email></email><idno type="halauthor">753203</idno><affiliation ref="#struct-133440"></affiliation></author><author role="aut"><persName><forename type="first">Florence</forename><surname>Le Ber</surname></persName><email>florence.leber@engees.unistra.fr</email><idno type="idhal">florence-le-ber</idno><idno type="halauthor">425322</idno><affiliation ref="#struct-85744"></affiliation><affiliation ref="#struct-205125"></affiliation></author><author role="aut"><persName><forename type="first">Julie</forename><surname>Wohlfahrt</surname></persName><email></email><idno type="halauthor">753204</idno><affiliation ref="#struct-133440"></affiliation></author><author role="aut"><persName><forename type="first">Géraldine</forename><surname>Bocquého</surname></persName><email></email><idno type="halauthor">753205</idno><affiliation ref="#struct-135760"></affiliation></author><author role="aut"><persName><forename type="first">Marc</forename><surname>Benoît</surname></persName><email></email><idno type="halauthor">63159</idno><affiliation ref="#struct-133440"></affiliation></author><editor role="depositor"><persName><forename>Florence</forename><surname>Le Ber</surname></persName><email>florence.leber@engees.unistra.fr</email></editor></titleStmt><editionStmt><edition n="v1" type="current"><date type="whenSubmitted">2012-08-17 11:24:32</date><date type="whenModified">2016-02-05 01:12:36</date><date type="whenReleased">2012-08-17 11:24:32</date><date type="whenProduced">2012-07</date></edition><respStmt><resp>contributor</resp><name key="103335"><persName><forename>Florence</forename><surname>Le Ber</surname></persName><email>florence.leber@engees.unistra.fr</email></name></respStmt></editionStmt><publicationStmt><distributor>CCSD</distributor><idno type="halId">hal-00724085</idno><idno type="halUri">https://hal.archives-ouvertes.fr/hal-00724085</idno><idno type="halBibtex">martin:hal-00724085</idno><idno type="halRefHtml">R. Seppelt; A.A. Voinov; S. Lange; D. Bankamp. 2012 International Congress on Environmental Modelling and Software, Managing Resources of a Limited Planet, Sixth Biennial Meeting, Jul 2012, Leipzig, Germany. International Environmental Modelling and Software Society (iEMSs), pp.8, 2012</idno><idno type="halRef">R. Seppelt; A.A. Voinov; S. Lange; D. Bankamp. 2012 International Congress on Environmental Modelling and Software, Managing Resources of a Limited Planet, Sixth Biennial Meeting, Jul 2012, Leipzig, Germany. International Environmental Modelling and Software Society (iEMSs), pp.8, 2012</idno></publicationStmt><seriesStmt><idno type="stamp" n="INSU">INSU - Institut National des Sciences de l'Univers</idno><idno type="stamp" n="PARISTECH">ParisTech</idno><idno type="stamp" n="AGROPARISTECH" p="PARISTECH">AgroParisTech</idno><idno type="stamp" n="CNRS">CNRS - Centre national de la recherche scientifique</idno><idno type="stamp" n="INRIA">INRIA - Institut National de Recherche en Informatique et en Automatique</idno><idno type="stamp" n="INRA">INRA - Institut national de la recherche agronomique</idno><idno type="stamp" n="UNIV-STRASBG">Université de Strasbourg</idno><idno type="stamp" n="INRIA-LORRAINE">INRIA Nancy - Grand Est</idno><idno type="stamp" n="LORIA2">Publications du LORIA</idno><idno type="stamp" n="INRIA-NANCY-GRAND-EST">INRIA Nancy - Grand Est</idno><idno type="stamp" n="LORIA">LORIA - Laboratoire Lorrain de Recherche en Informatique et ses Applications</idno><idno type="stamp" n="LORIA-TALC" p="LORIA">Traitement automatique des langues et des connaissances</idno><idno type="stamp" n="UNIV-LORRAINE">Université de Lorraine</idno><idno type="stamp" n="INRIA_TEST">INRIA - Institut National de Recherche en Informatique et en Automatique</idno><idno type="stamp" n="INRIA2">INRIA 2</idno></seriesStmt><notesStmt><note type="audience" n="2">International</note><note type="invited" n="0">No</note><note type="popular" n="0">No</note><note type="peer" n="1">Yes</note><note type="proceedings" n="1">Yes</note></notesStmt><sourceDesc><biblStruct><analytic><title xml:lang="en">Modelling farmers' choice of miscanthus allocation in farmland: a case-based reasoning model</title><author role="aut"><persName><forename type="first">Laura</forename><surname>Martin</surname></persName><idno type="halAuthorId">753203</idno><affiliation ref="#struct-133440"></affiliation></author><author role="aut"><persName><forename type="first">Florence</forename><surname>Le Ber</surname></persName><email>florence.leber@engees.unistra.fr</email><idno type="idHal">florence-le-ber</idno><idno type="halAuthorId">425322</idno><affiliation ref="#struct-85744"></affiliation><affiliation ref="#struct-205125"></affiliation></author><author role="aut"><persName><forename type="first">Julie</forename><surname>Wohlfahrt</surname></persName><idno type="halAuthorId">753204</idno><affiliation ref="#struct-133440"></affiliation></author><author role="aut"><persName><forename type="first">Géraldine</forename><surname>Bocquého</surname></persName><idno type="halAuthorId">753205</idno><affiliation ref="#struct-135760"></affiliation></author><author role="aut"><persName><forename type="first">Marc</forename><surname>Benoît</surname></persName><idno type="halAuthorId">63159</idno><affiliation ref="#struct-133440"></affiliation></author></analytic><monogr><meeting><title>2012 International Congress on Environmental Modelling and Software, Managing Resources of a Limited Planet, Sixth Biennial Meeting</title><date type="start">2012-07</date><settlement>Leipzig</settlement><country key="DE">Germany</country></meeting><editor>R. Seppelt</editor><editor>A.A. Voinov</editor><editor>S. Lange</editor><editor>D. Bankamp</editor><imprint><publisher>International Environmental Modelling and Software Society (iEMSs)</publisher><biblScope unit="pp">8</biblScope><date type="datePub">2012-07</date></imprint></monogr></biblStruct></sourceDesc><profileDesc><langUsage><language ident="en">English</language></langUsage><textClass><keywords scheme="author"><term xml:lang="en">artificial intelligence</term><term xml:lang="en">decision-making support</term><term xml:lang="en">miscanthus</term><term xml:lang="en">modelling</term><term xml:lang="en">land use</term></keywords><classCode scheme="halDomain" n="info.info-ai">Computer Science [cs]/Artificial Intelligence [cs.AI]</classCode><classCode scheme="halDomain" n="sdv.sa">Life Sciences [q-bio]/Agricultural sciences</classCode><classCode scheme="halTypology" n="COMM">Conference papers</classCode></textClass><abstract xml:lang="en">The spatial extension of perennial biomass crop, like miscanthus, seems to be unavoidable to face the decrease of fossil fuel. However, the risk of a food / non food competition due to land use change has to be anticipated. Several models of biomass crops allocation have been already performed. Most of these models simulate large-scale allocation processes, taking into account numerous biophysical variables but only few true-to-life human variables. In this paper, we present a modelling framework of miscanthus allocation in farmland. We use a case based reasoning model in order to compute both biophysical and human variables. An ad hoc similarity measures framework and the comparison of two adaptation techniques are presented. First results of one application based on a french case study are discussed. They show the necessity to take into account stakeholders' knowledge of miscanthus allocation process in the modelling.</abstract></profileDesc></hal></record>Pour manipuler ce document sous Unix (Dilib)
EXPLOR_STEP=$WICRI_ROOT/Wicri/Lorraine/explor/InforLorV4/Data/Hal/Curation
HfdSelect -h $EXPLOR_STEP/biblio.hfd -nk 003325 | SxmlIndent | more
Ou
HfdSelect -h $EXPLOR_AREA/Data/Hal/Curation/biblio.hfd -nk 003325 | SxmlIndent | more
Pour mettre un lien sur cette page dans le réseau Wicri
{{Explor lien
|wiki= Wicri/Lorraine
|area= InforLorV4
|flux= Hal
|étape= Curation
|type= RBID
|clé= Hal:hal-00724085
|texte= Modelling farmers' choice of miscanthus allocation in farmland: a case-based reasoning model
}}
| This area was generated with Dilib version V0.6.33. |  |