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Régionalisation d'un modèle hydrologique distribué pour la modélisation de bassins non jaugés. Application aux vallées de la Loire et de la Durance

Author: Laura RouhierPierre RibsteinFederico GaravagliaAgnès DucharneIsabelle BraudAll authors
Publisher: 2018.
Dissertation: Thèse de doctorat : Hydrologie : Sorbonne université : 2018.
Edition/Format:   Computer file : Document : Thesis/dissertation : French
Summary:
Pour fournir des simulations fiables, les modèles hydrologiques nécessitent usuellement le calage de leurs paramètres sur des données de débit. Toutefois, ces dernières sont limitées et la plupart des bassins versants sont non jaugés. Des méthodes alternatives regroupées sous le terme de 'régionalisation' sont alors nécessaires pour estimer les paramètres des modèles. La thèse propose de combiner les
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Genre/Form: Thèses et écrits académiques
Material Type: Document, Thesis/dissertation, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Laura Rouhier; Pierre Ribstein; Federico Garavaglia; Agnès Ducharne; Isabelle Braud; Roger Moussa; András Bárdossy; Isabella Zin; Matthieu Le Lay; Sorbonne université (Paris / 2018-....).; École doctorale Géosciences, ressources naturelles et environnement (Paris).; Milieux environnementaux, transferts et interactions dans les hydrosystèmes et les sols (Paris).
OCLC Number: 1140399058
Notes: Titre provenant de l'écran-titre.
Description: 1 online resource
Responsibility: Laura Rouhier ; sous la direction de Pierre Ribstein et de Federico Garavaglia.

Abstract:

Pour fournir des simulations fiables, les modèles hydrologiques nécessitent usuellement le calage de leurs paramètres sur des données de débit. Toutefois, ces dernières sont limitées et la plupart des bassins versants sont non jaugés. Des méthodes alternatives regroupées sous le terme de 'régionalisation' sont alors nécessaires pour estimer les paramètres des modèles. La thèse propose de combiner les trois méthodes les plus classiques afin de régionaliser les paramètres d'un modèle distribué sur deux grands bassins versants français : la Loire à Gien et la Durance à Cadarache. À partir des trois méthodes de régionalisation, le degré de spatialisation est adapté aux différents paramètres du modèle d'après leurs caractéristiques et leur rôle hydrologique. In fine, l'approche multi-méthode et multi-motif proposée (i) réduit considérablement le nombre de degrés de liberté du modèle, (ii) améliore la représentation de la variabilité physique du bassin et (iii) améliore très nettement les performances des simulations. En contexte non jaugé, la spatialisation des paramètres permet un gain d'environ 10 %, l'approche multi-méthode et multi-motif apportant en particulier un gain d'environ 7 % par rapport à une méthode de régionalisation unique. Malgré ces gains, l'impact de la spatialisation des forçages météorologiques demeure 6 fois plus important que spatialisation des paramètres.

To provide reliable simulations, hydrological models usually require the calibration of their parameters over streamflow data. However, the latter are limited and most of the catchments remained ungauged. Consequently, alternative methods termed 'regionalization' are needed to estimate model parameters. The thesis proposes to combine the three classical methods in order to regionalize the parameters of a distributed model over two large French catchments: the Loire catchment at Gien and the Durance catchment at Cadarache. On the basis of the three regionalization methods, the degree of spatialization is adapted to the different model parameters according to their characteristics and their hydrological role. In fine, the proposed multi-method and multi-pattern approach (i) significantly reduces the number of degrees of freedom, (ii) improves the representation of the catchment physical variability, and (iii) significantly improves the performance of the simulations. In the ungauged context, the parameter spatialization allows an improvement of about 10%, and in particular, the multi-method and multi-pattern povides an improvement of about 7% compared to a single regionalization method. Despite these improvements, the impact of the climatic input spatialization remains 6 times greater than th parameter spatialization.

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Primary Entity<\/h3>\n
<http:\/\/www.worldcat.org\/oclc\/1140399058<\/a>> # R\u00E9gionalisation d\'un mod\u00E8le hydrologique distribu\u00E9 pour la mod\u00E9lisation de bassins non jaug\u00E9s. Application aux vall\u00E9es de la Loire et de la Durance<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:MediaObject<\/a>, bgn:ComputerFile<\/a>, schema:CreativeWork<\/a>, bgn:Thesis<\/a> ;\u00A0\u00A0\u00A0\nbgn:inSupportOf<\/a> \"Th\u00E8se de doctorat : Hydrologie : Sorbonne universit\u00E9 : 2018.<\/span>\" ;\u00A0\u00A0\u00A0\nlibrary:oclcnum<\/a> \"1140399058<\/span>\" ;\u00A0\u00A0\u00A0\nlibrary:placeOfPublication<\/a> <http:\/\/id.loc.gov\/vocabulary\/countries\/fr<\/a>> ;\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9977981921#Thing\/regionalisation<\/a>> ; # R\u00E9gionalisation<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9977981921#Topic\/modeles_hydrologiques<\/a>> ; # Mod\u00E8les hydrologiques<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9977981921#Thing\/prescription<\/a>> ; # Prescription<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9977981921#Place\/durance_france_cours_d_eau<\/a>> ; # Durance (France ; cours d\'eau).<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9977981921#Thing\/bassins_versants_non_jauges<\/a>> ; # Bassins versants non jaug\u00E9s<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9977981921#Topic\/hydrologie_des_versants<\/a>> ; # Hydrologie des versants<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9977981921#Thing\/contrainte<\/a>> ; # Contrainte<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9977981921#Thing\/transposition<\/a>> ; # Transposition<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9977981921#Thing\/modelisation_hydrologique_distribuee<\/a>> ; # Mod\u00E9lisation hydrologique distribu\u00E9e<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9977981921#Topic\/cours_d_eau_jaugeage<\/a>> ; # Cours d\'eau--Jaugeage<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/dewey.info\/class\/551.483\/<\/a>> ;\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9977981921#Place\/loire_france_cours_d_eau<\/a>> ; # Loire (France ; cours d\'eau).<\/span>\n\u00A0\u00A0\u00A0\nschema:author<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9977981921#Person\/rouhier_laura_1992<\/a>> ; # Laura Rouhier<\/span>\n\u00A0\u00A0\u00A0\nschema:contributor<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9977981921#Person\/ducharne_agnes<\/a>> ; # Agn\u00E8s Ducharne<\/span>\n\u00A0\u00A0\u00A0\nschema:contributor<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9977981921#Person\/garavaglia_federico_1982<\/a>> ; # Federico Garavaglia<\/span>\n\u00A0\u00A0\u00A0\nschema:contributor<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9977981921#Person\/zin_isabella_1974<\/a>> ; # Isabella Zin<\/span>\n\u00A0\u00A0\u00A0\nschema:contributor<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9977981921#Person\/bardossy_andras<\/a>> ; # Andr\u00E1s B\u00E1rdossy<\/span>\n\u00A0\u00A0\u00A0\nschema:contributor<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9977981921#Organization\/ecole_doctorale_geosciences_ressources_naturelles_et_environnement_paris<\/a>> ; # \u00C9cole doctorale G\u00E9osciences, ressources naturelles et environnement (Paris).<\/span>\n\u00A0\u00A0\u00A0\nschema:contributor<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9977981921#Person\/ribstein_pierre<\/a>> ; # Pierre Ribstein<\/span>\n\u00A0\u00A0\u00A0\nschema:contributor<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9977981921#Organization\/sorbonne_universite_paris_2018<\/a>> ; # Sorbonne universit\u00E9 (Paris \/ 2018-....).<\/span>\n\u00A0\u00A0\u00A0\nschema:contributor<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9977981921#Person\/le_lay_matthieu_1978<\/a>> ; # Matthieu Le Lay<\/span>\n\u00A0\u00A0\u00A0\nschema:contributor<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9977981921#Organization\/milieux_environnementaux_transferts_et_interactions_dans_les_hydrosystemes_et_les_sols_paris<\/a>> ; # Milieux environnementaux, transferts et interactions dans les hydrosyst\u00E8mes et les sols (Paris).<\/span>\n\u00A0\u00A0\u00A0\nschema:contributor<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9977981921#Person\/braud_isabelle<\/a>> ; # Isabelle Braud<\/span>\n\u00A0\u00A0\u00A0\nschema:contributor<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/9977981921#Person\/moussa_roger<\/a>> ; # Roger Moussa<\/span>\n\u00A0\u00A0\u00A0\nschema:datePublished<\/a> \"2018<\/span>\" ;\u00A0\u00A0\u00A0\nschema:description<\/a> \"Pour fournir des simulations fiables, les mod\u00E8les hydrologiques n\u00E9cessitent usuellement le calage de leurs param\u00E8tres sur des donn\u00E9es de d\u00E9bit. Toutefois, ces derni\u00E8res sont limit\u00E9es et la plupart des bassins versants sont non jaug\u00E9s. Des m\u00E9thodes alternatives regroup\u00E9es sous le terme de \'r\u00E9gionalisation\' sont alors n\u00E9cessaires pour estimer les param\u00E8tres des mod\u00E8les. La th\u00E8se propose de combiner les trois m\u00E9thodes les plus classiques afin de r\u00E9gionaliser les param\u00E8tres d\'un mod\u00E8le distribu\u00E9 sur deux grands bassins versants fran\u00E7ais : la Loire \u00E0 Gien et la Durance \u00E0 Cadarache. \u00C0 partir des trois m\u00E9thodes de r\u00E9gionalisation, le degr\u00E9 de spatialisation est adapt\u00E9 aux diff\u00E9rents param\u00E8tres du mod\u00E8le d\'apr\u00E8s leurs caract\u00E9ristiques et leur r\u00F4le hydrologique. In fine, l\'approche multi-m\u00E9thode et multi-motif propos\u00E9e (i) r\u00E9duit consid\u00E9rablement le nombre de degr\u00E9s de libert\u00E9 du mod\u00E8le, (ii) am\u00E9liore la repr\u00E9sentation de la variabilit\u00E9 physique du bassin et (iii) am\u00E9liore tr\u00E8s nettement les performances des simulations. En contexte non jaug\u00E9, la spatialisation des param\u00E8tres permet un gain d\'environ 10 %, l\'approche multi-m\u00E9thode et multi-motif apportant en particulier un gain d\'environ 7 % par rapport \u00E0 une m\u00E9thode de r\u00E9gionalisation unique. Malgr\u00E9 ces gains, l\'impact de la spatialisation des for\u00E7ages m\u00E9t\u00E9orologiques demeure 6 fois plus important que spatialisation des param\u00E8tres.<\/span>\"@fr<\/a> ;\u00A0\u00A0\u00A0\nschema:description<\/a> \"To provide reliable simulations, hydrological models usually require the calibration of their parameters over streamflow data. However, the latter are limited and most of the catchments remained ungauged. Consequently, alternative methods termed \'regionalization\' are needed to estimate model parameters. The thesis proposes to combine the three classical methods in order to regionalize the parameters of a distributed model over two large French catchments: the Loire catchment at Gien and the Durance catchment at Cadarache. On the basis of the three regionalization methods, the degree of spatialization is adapted to the different model parameters according to their characteristics and their hydrological role. In fine, the proposed multi-method and multi-pattern approach (i) significantly reduces the number of degrees of freedom, (ii) improves the representation of the catchment physical variability, and (iii) significantly improves the performance of the simulations. In the ungauged context, the parameter spatialization allows an improvement of about 10%, and in particular, the multi-method and multi-pattern povides an improvement of about 7% compared to a single regionalization method. Despite these improvements, the impact of the climatic input spatialization remains 6 times greater than th parameter spatialization.<\/span>\"@fr<\/a> ;\u00A0\u00A0\u00A0\nschema:exampleOfWork<\/a> <http:\/\/worldcat.org\/entity\/work\/id\/9977981921<\/a>> ;\u00A0\u00A0\u00A0\nschema:genre<\/a> \"Th\u00E8ses et \u00E9crits acad\u00E9miques<\/span>\"@fr<\/a> ;\u00A0\u00A0\u00A0\nschema:inLanguage<\/a> \"fr<\/span>\" ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"R\u00E9gionalisation d\'un mod\u00E8le hydrologique distribu\u00E9 pour la mod\u00E9lisation de bassins non jaug\u00E9s. 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<http:\/\/dewey.info\/class\/551.483\/<\/a>>\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
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<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9977981921#Organization\/milieux_environnementaux_transferts_et_interactions_dans_les_hydrosystemes_et_les_sols_paris<\/a>> # Milieux environnementaux, transferts et interactions dans les hydrosyst\u00E8mes et les sols (Paris).<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Organization<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Milieux environnementaux, transferts et interactions dans les hydrosyst\u00E8mes et les sols (Paris).<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9977981921#Organization\/sorbonne_universite_paris_2018<\/a>> # Sorbonne universit\u00E9 (Paris \/ 2018-....).<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Organization<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Sorbonne universit\u00E9 (Paris \/ 2018-....).<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9977981921#Person\/bardossy_andras<\/a>> # Andr\u00E1s B\u00E1rdossy<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Person<\/a> ;\u00A0\u00A0\u00A0\nschema:familyName<\/a> \"B\u00E1rdossy<\/span>\" ;\u00A0\u00A0\u00A0\nschema:givenName<\/a> \"Andr\u00E1s<\/span>\" ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Andr\u00E1s B\u00E1rdossy<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9977981921#Person\/braud_isabelle<\/a>> # Isabelle Braud<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Person<\/a> ;\u00A0\u00A0\u00A0\nschema:familyName<\/a> \"Braud<\/span>\" ;\u00A0\u00A0\u00A0\nschema:givenName<\/a> \"Isabelle<\/span>\" ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Isabelle Braud<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9977981921#Person\/ducharne_agnes<\/a>> # Agn\u00E8s Ducharne<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Person<\/a> ;\u00A0\u00A0\u00A0\nschema:familyName<\/a> \"Ducharne<\/span>\" ;\u00A0\u00A0\u00A0\nschema:givenName<\/a> \"Agn\u00E8s<\/span>\" ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Agn\u00E8s Ducharne<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9977981921#Person\/garavaglia_federico_1982<\/a>> # Federico Garavaglia<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Person<\/a> ;\u00A0\u00A0\u00A0\nschema:birthDate<\/a> \"1982<\/span>\" ;\u00A0\u00A0\u00A0\nschema:deathDate<\/a> \"\" ;\u00A0\u00A0\u00A0\nschema:familyName<\/a> \"Garavaglia<\/span>\" ;\u00A0\u00A0\u00A0\nschema:givenName<\/a> \"Federico<\/span>\" ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Federico Garavaglia<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9977981921#Person\/le_lay_matthieu_1978<\/a>> # Matthieu Le Lay<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Person<\/a> ;\u00A0\u00A0\u00A0\nschema:birthDate<\/a> \"1978<\/span>\" ;\u00A0\u00A0\u00A0\nschema:deathDate<\/a> \"\" ;\u00A0\u00A0\u00A0\nschema:familyName<\/a> \"Le Lay<\/span>\" ;\u00A0\u00A0\u00A0\nschema:givenName<\/a> \"Matthieu<\/span>\" ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Matthieu Le Lay<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9977981921#Person\/moussa_roger<\/a>> # Roger Moussa<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Person<\/a> ;\u00A0\u00A0\u00A0\nschema:familyName<\/a> \"Moussa<\/span>\" ;\u00A0\u00A0\u00A0\nschema:givenName<\/a> \"Roger<\/span>\" ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Roger Moussa<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9977981921#Person\/ribstein_pierre<\/a>> # Pierre Ribstein<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Person<\/a> ;\u00A0\u00A0\u00A0\nschema:familyName<\/a> \"Ribstein<\/span>\" ;\u00A0\u00A0\u00A0\nschema:givenName<\/a> \"Pierre<\/span>\" ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Pierre Ribstein<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9977981921#Person\/rouhier_laura_1992<\/a>> # Laura Rouhier<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Person<\/a> ;\u00A0\u00A0\u00A0\nschema:birthDate<\/a> \"1992<\/span>\" ;\u00A0\u00A0\u00A0\nschema:deathDate<\/a> \"\" ;\u00A0\u00A0\u00A0\nschema:familyName<\/a> \"Rouhier<\/span>\" ;\u00A0\u00A0\u00A0\nschema:givenName<\/a> \"Laura<\/span>\" ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Laura Rouhier<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9977981921#Person\/zin_isabella_1974<\/a>> # Isabella Zin<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Person<\/a> ;\u00A0\u00A0\u00A0\nschema:birthDate<\/a> \"1974<\/span>\" ;\u00A0\u00A0\u00A0\nschema:deathDate<\/a> \"\" ;\u00A0\u00A0\u00A0\nschema:familyName<\/a> \"Zin<\/span>\" ;\u00A0\u00A0\u00A0\nschema:givenName<\/a> \"Isabella<\/span>\" ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Isabella Zin<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9977981921#Place\/durance_france_cours_d_eau<\/a>> # Durance (France ; cours d\'eau).<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Place<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Durance (France ; cours d\'eau).<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9977981921#Place\/loire_france_cours_d_eau<\/a>> # Loire (France ; cours d\'eau).<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Place<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Loire (France ; cours d\'eau).<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9977981921#Thing\/bassins_versants_non_jauges<\/a>> # Bassins versants non jaug\u00E9s<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Thing<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Bassins versants non jaug\u00E9s<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9977981921#Thing\/contrainte<\/a>> # Contrainte<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Thing<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Contrainte<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9977981921#Thing\/modelisation_hydrologique_distribuee<\/a>> # Mod\u00E9lisation hydrologique distribu\u00E9e<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Thing<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Mod\u00E9lisation hydrologique distribu\u00E9e<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9977981921#Thing\/prescription<\/a>> # Prescription<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Thing<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Prescription<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9977981921#Thing\/regionalisation<\/a>> # R\u00E9gionalisation<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Thing<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"R\u00E9gionalisation<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9977981921#Thing\/transposition<\/a>> # Transposition<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Thing<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Transposition<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9977981921#Topic\/cours_d_eau_jaugeage<\/a>> # Cours d\'eau--Jaugeage<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Cours d\'eau--Jaugeage<\/span>\"@fr<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9977981921#Topic\/hydrologie_des_versants<\/a>> # Hydrologie des versants<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Hydrologie des versants<\/span>\"@fr<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/9977981921#Topic\/modeles_hydrologiques<\/a>> # Mod\u00E8les hydrologiques<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Mod\u00E8les hydrologiques<\/span>\"@fr<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/id.loc.gov\/vocabulary\/countries\/fr<\/a>>\u00A0\u00A0\u00A0\u00A0a \nschema:Place<\/a> ;\u00A0\u00A0\u00A0\ndcterms:identifier<\/a> \"fr<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/www.theses.fr\/2018SORUS316\/document<\/a>>\u00A0\u00A0\u00A0\nrdfs:comment<\/a> \"Acc\u00E8s au texte int\u00E9gral<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/www.worldcat.org\/title\/-\/oclc\/1140399058<\/a>>\u00A0\u00A0\u00A0\u00A0a \ngenont:InformationResource<\/a>, genont:ContentTypeGenericResource<\/a> ;\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/www.worldcat.org\/oclc\/1140399058<\/a>> ; # R\u00E9gionalisation d\'un mod\u00E8le hydrologique distribu\u00E9 pour la mod\u00E9lisation de bassins non jaug\u00E9s. Application aux vall\u00E9es de la Loire et de la Durance<\/span>\n\u00A0\u00A0\u00A0\nschema:dateModified<\/a> \"2020-10-12<\/span>\" ;\u00A0\u00A0\u00A0\nvoid:inDataset<\/a> <http:\/\/purl.oclc.org\/dataset\/WorldCat<\/a>> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n\n

Content-negotiable representations<\/p>\n