Study Phenotyping Study: BTH_Dijon_2008_TECH

Identification

Name
BTH_Dijon_2008_TECH
Identifier
dXJuOklOUkFFLVVSR0kvc3R1ZHkvQlRIX0Rpam9uXzIwMDhfVEVDSA==
Source
URGI GnpIS logo
Data link
Link to this study on URGI GnpIS
Project name
INRA Wheat Breeding Network
Seasons
2008
Date
From 2007-10-20 to 2008-07-31
Location name
Dijon

Genotype

Accession number Name Taxon
36734 AO07127 Triticum aestivum subsp. aestivum
36735 AO07210 Triticum aestivum subsp. aestivum
36737 AO07302 Triticum aestivum subsp. aestivum
36746 AO08107 Triticum aestivum subsp. aestivum
36747 AO08112 Triticum aestivum subsp. aestivum
13481 APACHE Triticum aestivum subsp. aestivum
32101 BAROK Triticum aestivum subsp. aestivum
32098 CF05079 Triticum aestivum subsp. aestivum
32085 CF05162 Triticum aestivum subsp. aestivum
32103 CF05173 Triticum aestivum subsp. aestivum
36761 CF06136 Triticum aestivum subsp. aestivum
36764 CF07002 Triticum aestivum subsp. aestivum
36765 CF07008 Triticum aestivum subsp. aestivum
36766 CF07018 Triticum aestivum subsp. aestivum
36767 CF07021 Triticum aestivum subsp. aestivum
36768 CF07022 Triticum aestivum subsp. aestivum
36769 CF07097 Triticum aestivum subsp. aestivum
37400 CF07141 Triticum aestivum subsp. aestivum
36770 CF07143 Triticum aestivum subsp. aestivum
36771 CF07193 Triticum aestivum subsp. aestivum
36772 CF07267 Triticum aestivum subsp. aestivum
36817 CF07311 Triticum aestivum subsp. aestivum
36780 DI07001 Triticum aestivum subsp. aestivum
36785 DI08011 Triticum aestivum subsp. aestivum
36794 EM06017 Triticum aestivum subsp. aestivum
36796 EM06094 Triticum aestivum subsp. aestivum
36797 EM06110 Triticum aestivum subsp. aestivum
36798 EM06229 Triticum aestivum subsp. aestivum
36799 EM06233 Triticum aestivum subsp. aestivum
36818 EM06307 Triticum aestivum subsp. aestivum
32087 FLAMENKO Triticum aestivum subsp. aestivum
35310 FOLKLOR Triticum aestivum subsp. aestivum
36762 GHAYTA Triticum aestivum subsp. aestivum
36801 GRAPELI Triticum aestivum subsp. aestivum
28978 HENDRIX Triticum aestivum subsp. aestivum
HadmF276 HadmF276 Triticum aestivum subsp. aestivum
36669 KARILLON Triticum aestivum subsp. aestivum
36666 LYRIK Triticum aestivum subsp. aestivum
36668 MUSIK Triticum aestivum subsp. aestivum
35311 RE06048 Triticum aestivum subsp. aestivum
35312 RE06060 Triticum aestivum subsp. aestivum
35314 RE06127 Triticum aestivum subsp. aestivum
35315 RE06134 Triticum aestivum subsp. aestivum
37296 RE07004 Triticum aestivum subsp. aestivum
35316 RE07012 Triticum aestivum subsp. aestivum
35714 RE07019 Triticum aestivum subsp. aestivum
36815 RE07025 Triticum aestivum subsp. aestivum
35715 RE07040 Triticum aestivum subsp. aestivum
36816 RE07083 Triticum aestivum subsp. aestivum
37297 RE07089 Triticum aestivum subsp. aestivum
35716 RE07093 Triticum aestivum subsp. aestivum
35313 RE07095 Triticum aestivum subsp. aestivum
35317 RE07114 Triticum aestivum subsp. aestivum
6607 SOISSONS Triticum aestivum subsp. aestivum
23880 TOISONDOR Triticum aestivum subsp. aestivum

Variables

Variable ID Variable short name Variable long name Ontology name Trait description
CO_321:1000070 GPC_% Grain protein concentration Wheat Crop Ontology
CO_321:1000216 HA Grain hardness Wheat Crop Ontology Grain hardness is used as a grading factor to determine the type of wheat. It is a key determinant for classification of wheat and end product quality.
CO_321:1000220 ps Test weight Wheat Crop Ontology Grain weight usually expressed as weight of single, one hundred, two hundred or thousand grains.
CO_321:1000222 zel Zeleny sedimentation test Wheat Crop Ontology
CO_321:1000226 W Alveograph Chopin: strength parameter Wheat Crop Ontology
CO_321:1000227 P Alveograph Chopin: tenacity parameter Wheat Crop Ontology
CO_321:1000228 L Alveograph Chopin: extensibility parameter Wheat Crop Ontology
CO_321:1000229 P/L Pelshenke test Wheat Crop Ontology This method is based on the capacity of a ball of yeasted dough to retain the gas produced during fermentation. The method provides an indication of gluten strength in wheat, i.e., the longer the gas retention (time elapsed for ball to disintegrate), the higher the gluten strength. It is used as a screening method in wheat breeding.
CO_321:1000230 G Alveograph Chopin: swelling parameter Wheat Crop Ontology
CO_321:1000231 hag Hagberg falling number Wheat Crop Ontology
CO_321:1000236 NpateG Breadmaking test BIPEA: dough score Wheat Crop Ontology
CO_321:1000237 NpainG Breadmaking test BIPEA: bread score Wheat Crop Ontology
CO_321:1000238 NmieG Breadmaking test BIPEA: crumb score Wheat Crop Ontology
CO_321:1000239 NtotG Breadmaking test BIPEA: total score Wheat Crop Ontology
CO_321:1000240 volG Breadmaking test BIPEA: bread volume Wheat Crop Ontology
CO_321:1000241 NpateL Breadmaking test BIPEA: dough score Wheat Crop Ontology
CO_321:1000242 NpainL Breadmaking test BIPEA: bread score Wheat Crop Ontology
CO_321:1000243 NmieL Breadmaking test BIPEA: crumb score Wheat Crop Ontology
CO_321:1000244 NtotL Breadmaking test BIPEA: total score Wheat Crop Ontology
CO_321:1000245 volL Breadmaking test BIPEA: bread volume Wheat Crop Ontology

Data Set

Name Type Linked studies identifier
INRA Wheat Network technological variables Network BTH_Dijon_2014_TECH BTH_Estrées-Mons_2014_TECH BTH_Lusignan_2014_TECH BTH_Rennes_2014_TECH BTH_Clermont-Ferrand_2014_TECH BTH_Le_Moulon_2014_TECH BTH_Clermont-Ferrand_2000_TECH BTH_Colmar_2000_TECH BTH_Le_Moulon_2000_TECH BTH_Lusignan_2000_TECH BTH_Clermont-Ferrand_2001_TECH BTH_Dijon_2001_TECH BTH_Estrées-Mons_2001_TECH BTH_Le_Moulon_2001_TECH BTH_Clermont-Ferrand_2002_TECH BTH_Le_Moulon_2002_TECH BTH_Rennes_2002_TECH BTH_Clermont-Ferrand_2003_TECH BTH_Estrées-Mons_2003_TECH BTH_Le_Moulon_2003_TECH BTH_Rennes_2003_TECH BTH_Clermont-Ferrand_2004_TECH BTH_Estrées-Mons_2004_TECH BTH_Le_Moulon_2004_TECH BTH_Lusignan_2004_TECH BTH_Clermont-Ferrand_2005_TECH BTH_Estrées-Mons_2005_TECH BTH_Le_Moulon_2005_TECH BTH_Orgeval_2005_TECH BTH_Rennes_2005_TECH BTH_Clermont-Ferrand_2006_TECH BTH_Estrées-Mons_2006_TECH BTH_Le_Moulon_2006_TECH BTH_Orgeval_2006_TECH BTH_Rennes_2006_TECH BTH_Clermont-Ferrand_2007_TECH BTH_Dijon_2007_TECH BTH_Estrées-Mons_2007_TECH BTH_Le_Moulon_2007_TECH BTH_Rennes_2007_TECH BTH_Clermont-Ferrand_2008_TECH BTH_Estrées-Mons_2008_TECH BTH_Le_Moulon_2008_TECH BTH_Lusignan_2008_TECH BTH_Orgeval_2008_TECH BTH_Rennes_2008_TECH BTH_Clermont-Ferrand_2009_TECH BTH_Estrées-Mons_2009_TECH BTH_Le_Moulon_2009_TECH BTH_Lusignan_2009_TECH BTH_Orgeval_2009_TECH BTH_Rennes_2009_TECH BTH_Clermont-Ferrand_2010_TECH BTH_Dijon_2010_TECH BTH_Estrées-Mons_2010_TECH BTH_Le_Moulon_2010_TECH BTH_Lusignan_2010_TECH BTH_Orgeval_2010_TECH BTH_Rennes_2010_TECH BTH_Clermont-Ferrand_2011_TECH BTH_Dijon_2011_TECH BTH_Estrées-Mons_2011_TECH BTH_Le_Moulon_2011_TECH BTH_Lusignan_2011_TECH BTH_Orgeval_2011_TECH BTH_Rennes_2011_TECH BTH_Clermont-Ferrand_2012_TECH BTH_Dijon_2012_TECH BTH_Estrées-Mons_2012_TECH BTH_Le_Moulon_2012_TECH BTH_Lusignan_2012_TECH BTH_Orgeval_2012_TECH BTH_Rennes_2012_TECH BTH_Clermont-Ferrand_2013_TECH BTH_Dijon_2013_TECH BTH_Estrées-Mons_2013_TECH BTH_Le_Moulon_2013_TECH BTH_Orgeval_2013_TECH BTH_Rennes_2013_TECH;
INRA Small Grain Cereals Network Network BTH_Champagne-céréales_2015_SetA1 BTH_Lusignan_2015_SetA1 BTH_Rennes_2015_SetA1 BTH_Clermont-Ferrand_2015_SetA2 BTH_Dijon_2015_SetA2 BTH_Le_Moulon_2015_SetA2 BTH_Orgeval_2015_SetA2 BTH_Rennes_2015_SetA2 BTH_Clermont-Ferrand_2015_SetB1 BTH_Dijon_2015_SetB1 BTH_Dijon_2015_SetB2 BTH_Le_Moulon_2015_SetB1 BTH_Lusignan_2015_SetB1 BTH_Clermont-Ferrand_2015_SetB3 BTH_Dijon_2015_SetB3 BTH_Estrées-Mons_2015_SetB3 BTH_Lusignan_2015_SetB3 BTH_Rennes_2015_SetB3 BTH_Clermont-Ferrand_2014_TECH BTH_Clermont-Ferrand_2015_SetA1 BTH_Orgeval_2015_SetA1 BTH_Estrées-Mons_2015_SetA2 BTH_Lusignan_2015_SetA2 BTH_Estrées-Mons_2015_SetB1 BTH_Orgeval_2015_SetB1 BTH_Le_Moulon_2015_SetB3 BTH_Orgeval_2015_SetB3 BTH_Dijon_2014_TECH BTH_Le_Moulon_2014_TECH BTH_Estrées-Mons_2014_TECH BTH_Dijon_2015_SetA1 BTH_Rennes_2015_SetB1 BTH_Lusignan_2014_TECH BTH_Epi-centre_2015_SetA1 BTH_Clermont-Ferrand_2015_SetB2 BTH_Rennes_2014_TECH BTH_Estrées-Mons_2015_SetA1 BTH_Estrées-Mons_2015_SetB2 BTH_Le_Moulon_2015_SetA1 BTH_Le_Moulon_2015_SetB2 BTH_Lusignan_2015_SetB2 BTH_Orgeval_2015_SetB2 BTH_Rennes_2015_SetB2 BTH_Clermont-Ferrand_2000_SetA BTH_Colmar_2000_SetA BTH_Chaux_des_Prés_2000_SetA BTH_Dijon_2000_SetA BTH_Estrées-Mons_2000_SetA BTH_Le_Moulon_2000_SetA BTH_Lusignan_2000_SetA BTH_Orgeval_2000_SetA BTH_Rennes_2000_SetA_PIETIN-VERSE BTH_Rennes_2000_SetA BTH_Clermont-Ferrand_2000_SetB1 BTH_Colmar_2000_SetB1 BTH_Chaux_des_Prés_2000_SetB1 BTH_Dijon_2000_SetB1 BTH_Estrées-Mons_2000_SetB1 BTH_Le_Moulon_2000_SetB1 BTH_Lusignan_2000_SetB1 BTH_Orgeval_2000_SetB1 BTH_Rennes_2000_SetB1_PIETIN-VERSE BTH_Rennes_2000_SetB1 BTH_Clermont-Ferrand_2000_SetB2 BTH_Colmar_2000_SetB2 BTH_Chaux_des_Prés_2000_SetB2 BTH_Dijon_2000_SetB2 BTH_Estrées-Mons_2000_SetB2 BTH_Le_Moulon_2000_SetB2 BTH_Lusignan_2000_SetB2 BTH_Orgeval_2000_SetB2 BTH_Rennes_2000_SetB2_PIETIN-VERSE BTH_Rennes_2000_SetB2 BTH_Clermont-Ferrand_2000_SetB3 BTH_Colmar_2000_SetB3 BTH_Chaux_des_Prés_2000_SetB3 BTH_Dijon_2000_SetB3 BTH_Estrées-Mons_2000_SetB3 BTH_Le_Moulon_2000_SetB3 BTH_Lusignan_2000_SetB3 BTH_Orgeval_2000_SetB3 BTH_Rennes_2000_SetB3_PIETIN-VERSE BTH_Rennes_2000_SetB3 BTH_Clermont-Ferrand_2000_TECH BTH_Colmar_2000_TECH BTH_Le_Moulon_2000_TECH BTH_Lusignan_2000_TECH BTH_Clermont-Ferrand_2001_SetA1 BTH_Colmar_2001_SetA1 BTH_Dijon_2001_SetA1 BTH_Estrées-Mons_2001_SetA1 BTH_Le_Moulon_2001_SetA1 BTH_Lusignan_2001_SetA1 BTH_Orgeval_2001_SetA1 BTH_Rennes_2001_SetA1_PIETIN-VERSE BTH_Rennes_2001_SetA1 BTH_Clermont-Ferrand_2001_SetA2 BTH_Colmar_2001_SetA2 BTH_Dijon_2001_SetA2 BTH_Estrées-Mons_2001_SetA2 BTH_Le_Moulon_2001_SetA2 BTH_Lusignan_2001_SetA2 BTH_Orgeval_2001_SetA2 BTH_Rennes_2001_SetA2_PIETIN-VERSE BTH_Rennes_2001_SetA2 BTH_Clermont-Ferrand_2001_SetB1 BTH_Colmar_2001_SetB1 BTH_Dijon_2001_SetB1 BTH_Estrées-Mons_2001_SetB1 BTH_Le_Moulon_2001_SetB1 BTH_Lusignan_2001_SetB1 BTH_Orgeval_2001_SetB1 BTH_Rennes_2001_SetB1_PIETIN-VERSE BTH_Rennes_2001_SetB1 BTH_Clermont-Ferrand_2001_SetB2 BTH_Colmar_2001_SetB2 BTH_Dijon_2001_SetB2 BTH_Estrées-Mons_2001_SetB2 BTH_Le_Moulon_2001_SetB2 BTH_Lusignan_2001_SetB2 BTH_Orgeval_2001_SetB2 BTH_Rennes_2001_SetB2_PIETIN-VERSE BTH_Rennes_2001_SetB2 BTH_Clermont-Ferrand_2001_SetB3 BTH_Colmar_2001_SetB3 BTH_Dijon_2001_SetB3 BTH_Estrées-Mons_2001_SetB3 BTH_Le_Moulon_2001_SetB3 BTH_Lusignan_2001_SetB3 BTH_Orgeval_2001_SetB3 BTH_Rennes_2001_SetB3_PIETIN-VERSE BTH_Rennes_2001_SetB3 BTH_Clermont-Ferrand_2001_TECH BTH_Dijon_2001_TECH BTH_Estrées-Mons_2001_TECH BTH_Le_Moulon_2001_TECH BTH_Clermont-Ferrand_2002_SetA1 BTH_Colmar_2002_SetA1 BTH_Chaux_des_Prés_2002_SetA1 BTH_Dijon_2002_SetA1 BTH_Estrées-Mons_2002_SetA1 BTH_Le_Moulon_2002_SetA1 BTH_Lusignan_2002_SetA1 BTH_Orgeval_2002_SetA1 BTH_Rennes_2002_SetA1_PIETIN-VERSE BTH_Rennes_2002_SetA1 BTH_Clermont-Ferrand_2002_SetA2 BTH_Colmar_2002_SetA2 BTH_Chaux_des_Prés_2002_SetA2 BTH_Dijon_2002_SetA2 BTH_Estrées-Mons_2002_SetA2 BTH_Le_Moulon_2002_SetA2 BTH_Lusignan_2002_SetA2 BTH_Orgeval_2002_SetA2 BTH_Rennes_2002_SetA2_PIETIN-VERSE BTH_Rennes_2002_SetA2 BTH_Clermont-Ferrand_2002_SetB1 BTH_Colmar_2002_SetB1 BTH_Chaux_des_Prés_2002_SetB1 BTH_Dijon_2002_SetB1 BTH_Estrées-Mons_2002_SetB1 BTH_Le_Moulon_2002_SetB1 BTH_Lusignan_2002_SetB1 BTH_Orgeval_2002_SetB1 BTH_Rennes_2002_SetB1_PIETIN-VERSE BTH_Rennes_2002_SetB1 BTH_Clermont-Ferrand_2002_SetB2 BTH_Colmar_2002_SetB2 BTH_Chaux_des_Prés_2002_SetB2 BTH_Dijon_2002_SetB2 BTH_Estrées-Mons_2002_SetB2 BTH_Le_Moulon_2002_SetB2 BTH_Lusignan_2002_SetB2 BTH_Orgeval_2002_SetB2 BTH_Rennes_2002_SetB2_PIETIN-VERSE BTH_Rennes_2002_SetB2 BTH_Clermont-Ferrand_2002_SetB3 BTH_Colmar_2002_SetB3 BTH_Chaux_des_Prés_2002_SetB3 BTH_Dijon_2002_SetB3 BTH_Estrées-Mons_2002_SetB3 BTH_Le_Moulon_2002_SetB3 BTH_Lusignan_2002_SetB3 BTH_Orgeval_2002_SetB3 BTH_Rennes_2002_SetB3_PIETIN-VERSE BTH_Rennes_2002_SetB3 BTH_Clermont-Ferrand_2002_TECH BTH_Le_Moulon_2002_TECH BTH_Rennes_2002_TECH BTH_Clermont-Ferrand_2003_SetA1 BTH_Dijon_2003_SetA1 BTH_Estrées-Mons_2003_SetA1 BTH_Le_Moulon_2003_SetA1 BTH_Lusignan_2003_SetA1 BTH_Orgeval_2003_SetA1 BTH_Rennes_2003_SetA1_PIETIN-VERSE BTH_Rennes_2003_SetA1 BTH_Clermont-Ferrand_2003_SetA2 BTH_Dijon_2003_SetA2 BTH_Estrées-Mons_2003_SetA2 BTH_Le_Moulon_2003_SetA2 BTH_Lusignan_2003_SetA2 BTH_Orgeval_2003_SetA2 BTH_Rennes_2003_SetA2_PIETIN-VERSE BTH_Rennes_2003_SetA2 BTH_Clermont-Ferrand_2003_SetB1 BTH_Dijon_2003_SetB1 BTH_Estrées-Mons_2003_SetB1 BTH_Le_Moulon_2003_SetB1 BTH_Lusignan_2003_SetB1 BTH_Orgeval_2003_SetB1 BTH_Rennes_2003_SetB1_PIETIN-VERSE BTH_Rennes_2003_SetB1 BTH_Clermont-Ferrand_2003_SetB2 BTH_Dijon_2003_SetB2 BTH_Estrées-Mons_2003_SetB2 BTH_Le_Moulon_2003_SetB2 BTH_Lusignan_2003_SetB2 BTH_Orgeval_2003_SetB2 BTH_Rennes_2003_SetB2_PIETIN-VERSE BTH_Rennes_2003_SetB2 BTH_Clermont-Ferrand_2003_SetB3 BTH_Dijon_2003_SetB3 BTH_Estrées-Mons_2003_SetB3 BTH_Le_Moulon_2003_SetB3 BTH_Lusignan_2003_SetB3 BTH_Orgeval_2003_SetB3 BTH_Rennes_2003_SetB3_PIETIN-VERSE BTH_Rennes_2003_SetB3 BTH_Clermont-Ferrand_2003_TECH BTH_Estrées-Mons_2003_TECH BTH_Le_Moulon_2003_TECH BTH_Rennes_2003_TECH BTH_Champagne-céréales_2004_SetA1 BTH_Clermont-Ferrand_2004_SetA1 BTH_Colmar_2004_SetA1 BTH_Chaux_des_Prés_2004_SetA1 BTH_Dijon_2004_SetA1 BTH_Estrées-Mons_2004_SetA1 BTH_Le_Moulon_2004_SetA1 BTH_Lusignan_2004_SetA1 BTH_Orgeval_2004_SetA1 BTH_Rennes_2004_SetA1_PIETIN-VERSE BTH_Rennes_2004_SetA1 BTH_Clermont-Ferrand_2004_SetA2 BTH_Colmar_2004_SetA2 BTH_Chaux_des_Prés_2004_SetA2 BTH_Dijon_2004_SetA2 BTH_Estrées-Mons_2004_SetA2 BTH_Le_Moulon_2004_SetA2 BTH_Lusignan_2004_SetA2 BTH_Orgeval_2004_SetA2 BTH_Rennes_2004_SetA2_PIETIN-VERSE BTH_Rennes_2004_SetA2 BTH_Clermont-Ferrand_2004_SetB1 BTH_Colmar_2004_SetB1 BTH_Chaux_des_Prés_2004_SetB1 BTH_Dijon_2004_SetB1 BTH_Estrées-Mons_2004_SetB1 BTH_Le_Moulon_2004_SetB1 BTH_Lusignan_2004_SetB1 BTH_Orgeval_2004_SetB1 BTH_Rennes_2004_SetB1_PIETIN-VERSE BTH_Rennes_2004_SetB1 BTH_Clermont-Ferrand_2004_SetB2 BTH_Colmar_2004_SetB2 BTH_Chaux_des_Prés_2004_SetB2 BTH_Dijon_2004_SetB2 BTH_Estrées-Mons_2004_SetB2 BTH_Le_Moulon_2004_SetB2 BTH_Lusignan_2004_SetB2 BTH_Orgeval_2004_SetB2 BTH_Rennes_2004_SetB2_PIETIN-VERSE BTH_Rennes_2004_SetB2 BTH_Clermont-Ferrand_2004_SetB3 BTH_Colmar_2004_SetB3 BTH_Chaux_des_Prés_2004_SetB3 BTH_Dijon_2004_SetB3 BTH_Estrées-Mons_2004_SetB3 BTH_Le_Moulon_2004_SetB3 BTH_Lusignan_2004_SetB3 BTH_Orgeval_2004_SetB3 BTH_Rennes_2004_SetB3_PIETIN-VERSE BTH_Rennes_2004_SetB3 BTH_Clermont-Ferrand_2004_TECH BTH_Estrées-Mons_2004_TECH BTH_Le_Moulon_2004_TECH BTH_Lusignan_2004_TECH BTH_Champagne-céréales_2005_SetA1 BTH_Clermont-Ferrand_2005_SetA1 BTH_Colmar_2005_SetA1 BTH_Chaux_des_Prés_2005_SetA1 BTH_Dijon_2005_SetA1 BTH_Estrées-Mons_2005_SetA1 BTH_Le_Moulon_2005_SetA1 BTH_Lusignan_2005_SetA1 BTH_Orgeval_2005_SetA1 BTH_Rennes_2005_SetA1_PIETIN-VERSE BTH_Rennes_2005_SetA1 BTH_Clermont-Ferrand_2005_SetA2 BTH_Colmar_2005_SetA2 BTH_Chaux_des_Prés_2005_SetA2 BTH_Dijon_2005_SetA2 BTH_Estrées-Mons_2005_SetA2 BTH_Le_Moulon_2005_SetA2 BTH_Lusignan_2005_SetA2 BTH_Orgeval_2005_SetA2 BTH_Rennes_2005_SetA2_PIETIN-VERSE BTH_Rennes_2005_SetA2 BTH_Clermont-Ferrand_2005_SetB1 BTH_Colmar_2005_SetB1 BTH_Chaux_des_Prés_2005_SetB1 BTH_Dijon_2005_SetB1 BTH_Estrées-Mons_2005_SetB1 BTH_Le_Moulon_2005_SetB1 BTH_Lusignan_2005_SetB1 BTH_Orgeval_2005_SetB1 BTH_Rennes_2005_SetB1_PIETIN-VERSE BTH_Rennes_2005_SetB1 BTH_Clermont-Ferrand_2005_SetB2 BTH_Colmar_2005_SetB2 BTH_Chaux_des_Prés_2005_SetB2 BTH_Dijon_2005_SetB2 BTH_Estrées-Mons_2005_SetB2 BTH_Le_Moulon_2005_SetB2 BTH_Lusignan_2005_SetB2 BTH_Orgeval_2005_SetB2 BTH_Rennes_2005_SetB2_PIETIN-VERSE BTH_Rennes_2005_SetB2 BTH_Clermont-Ferrand_2005_SetB3 BTH_Colmar_2005_SetB3 BTH_Chaux_des_Prés_2005_SetB3 BTH_Dijon_2005_SetB3 BTH_Estrées-Mons_2005_SetB3 BTH_Le_Moulon_2005_SetB3 BTH_Lusignan_2005_SetB3 BTH_Orgeval_2005_SetB3 BTH_Rennes_2005_SetB3_PIETIN-VERSE BTH_Rennes_2005_SetB3 BTH_Clermont-Ferrand_2005_TECH BTH_Estrées-Mons_2005_TECH BTH_Le_Moulon_2005_TECH BTH_Orgeval_2005_TECH BTH_Rennes_2005_TECH BTH_Champagne-céréales_2006_SetA1 BTH_Clermont-Ferrand_2006_SetA1 BTH_Colmar_2006_SetA1 BTH_Chaux_des_Prés_2006_SetA1 BTH_Dijon_2006_SetA1 BTH_Estrées-Mons_2006_SetA1 BTH_Le_Moulon_2006_SetA1 BTH_Lusignan_2006_SetA1 BTH_Orgeval_2006_SetA1 BTH_Rennes_2006_SetA1_PIETIN-VERSE BTH_Rennes_2006_SetA1 BTH_Clermont-Ferrand_2006_SetA2 BTH_Colmar_2006_SetA2 BTH_Chaux_des_Prés_2006_SetA2 BTH_Dijon_2006_SetA2 BTH_Estrées-Mons_2006_SetA2 BTH_Le_Moulon_2006_SetA2 BTH_Lusignan_2006_SetA2 BTH_Orgeval_2006_SetA2 BTH_Rennes_2006_SetA2_PIETIN-VERSE BTH_Rennes_2006_SetA2 BTH_Clermont-Ferrand_2006_SetB1 BTH_Colmar_2006_SetB1 BTH_Chaux_des_Prés_2006_SetB1 BTH_Dijon_2006_SetB1 BTH_Estrées-Mons_2006_SetB1 BTH_Le_Moulon_2006_SetB1 BTH_Lusignan_2006_SetB1 BTH_Orgeval_2006_SetB1 BTH_Rennes_2006_SetB1_PIETIN-VERSE BTH_Rennes_2006_SetB1 BTH_Clermont-Ferrand_2006_SetB2 BTH_Colmar_2006_SetB2 BTH_Chaux_des_Prés_2006_SetB2 BTH_Dijon_2006_SetB2 BTH_Estrées-Mons_2006_SetB2 BTH_Le_Moulon_2006_SetB2 BTH_Lusignan_2006_SetB2 BTH_Orgeval_2006_SetB2 BTH_Rennes_2006_SetB2_PIETIN-VERSE BTH_Rennes_2006_SetB2 BTH_Clermont-Ferrand_2006_SetB3 BTH_Colmar_2006_SetB3 BTH_Chaux_des_Prés_2006_SetB3 BTH_Dijon_2006_SetB3 BTH_Estrées-Mons_2006_SetB3 BTH_Le_Moulon_2006_SetB3 BTH_Lusignan_2006_SetB3 BTH_Orgeval_2006_SetB3 BTH_Rennes_2006_SetB3_PIETIN-VERSE BTH_Rennes_2006_SetB3 BTH_Clermont-Ferrand_2006_TECH BTH_Estrées-Mons_2006_TECH BTH_Le_Moulon_2006_TECH BTH_Orgeval_2006_TECH BTH_Rennes_2006_TECH BTH_Champagne-céréales_2007_SetA1 BTH_Clermont-Ferrand_2007_SetA1 BTH_Chaux_des_Prés_2007_SetA1 BTH_Dijon_2007_SetA1 BTH_Estrées-Mons_2007_SetA1 BTH_Le_Moulon_2007_SetA1 BTH_Lusignan_2007_SetA1 BTH_Orgeval_2007_SetA1 BTH_Rennes_2007_SetA1_PIETIN-VERSE BTH_Rennes_2007_SetA1 BTH_Clermont-Ferrand_2007_SetA2 BTH_Chaux_des_Prés_2007_SetA2 BTH_Dijon_2007_SetA2 BTH_Estrées-Mons_2007_SetA2 BTH_Le_Moulon_2007_SetA2 BTH_Lusignan_2007_SetA2 BTH_Orgeval_2007_SetA2 BTH_Rennes_2007_SetA2_PIETIN-VERSE BTH_Rennes_2007_SetA2 BTH_Clermont-Ferrand_2007_SetB1 BTH_Chaux_des_Prés_2007_SetB1 BTH_Dijon_2007_SetB1 BTH_Estrées-Mons_2007_SetB1 BTH_Le_Moulon_2007_SetB1 BTH_Lusignan_2007_SetB1 BTH_Orgeval_2007_SetB1 BTH_Rennes_2007_SetB1_PIETIN-VERSE BTH_Rennes_2007_SetB1 BTH_Clermont-Ferrand_2007_SetB2 BTH_Chaux_des_Prés_2007_SetB2 BTH_Dijon_2007_SetB2 BTH_Estrées-Mons_2007_SetB2 BTH_Le_Moulon_2007_SetB2 BTH_Lusignan_2007_SetB2 BTH_Orgeval_2007_SetB2 BTH_Rennes_2007_SetB2_PIETIN-VERSE BTH_Rennes_2007_SetB2 BTH_Clermont-Ferrand_2007_SetB3 BTH_Chaux_des_Prés_2007_SetB3 BTH_Dijon_2007_SetB3 BTH_Estrées-Mons_2007_SetB3 BTH_Le_Moulon_2007_SetB3 BTH_Lusignan_2007_SetB3 BTH_Orgeval_2007_SetB3 BTH_Rennes_2007_SetB3_PIETIN-VERSE BTH_Rennes_2007_SetB3 BTH_Clermont-Ferrand_2007_TECH BTH_Dijon_2007_TECH BTH_Estrées-Mons_2007_TECH BTH_Le_Moulon_2007_TECH BTH_Rennes_2007_TECH BTH_Champagne-céréales_2008_SetA1 BTH_Clermont-Ferrand_2008_SetA1 BTH_Chaux_des_Prés_2008_SetA1 BTH_Dijon_2008_SetA1 BTH_Estrées-Mons_2008_SetA1 BTH_Le_Moulon_2008_SetA1 BTH_Lusignan_2008_SetA1 BTH_Orgeval_2008_SetA1 BTH_Rennes_2008_SetA1_PIETIN-VERSE BTH_Rennes_2008_SetA1 BTH_Clermont-Ferrand_2008_SetA2 BTH_Chaux_des_Prés_2008_SetA2 BTH_Dijon_2008_SetA2 BTH_Estrées-Mons_2008_SetA2 BTH_Le_Moulon_2008_SetA2 BTH_Lusignan_2008_SetA2 BTH_Orgeval_2008_SetA2 BTH_Rennes_2008_SetA2_PIETIN-VERSE BTH_Rennes_2008_SetA2 BTH_Clermont-Ferrand_2008_SetB1 BTH_Chaux_des_Prés_2008_SetB1 BTH_Dijon_2008_SetB1 BTH_Estrées-Mons_2008_SetB1 BTH_Le_Moulon_2008_SetB1 BTH_Lusignan_2008_SetB1 BTH_Orgeval_2008_SetB1 BTH_Rennes_2008_SetB1_PIETIN-VERSE BTH_Rennes_2008_SetB1 BTH_Clermont-Ferrand_2008_SetB2 BTH_Chaux_des_Prés_2008_SetB2 BTH_Dijon_2008_SetB2 BTH_Estrées-Mons_2008_SetB2 BTH_Le_Moulon_2008_SetB2 BTH_Lusignan_2008_SetB2 BTH_Orgeval_2008_SetB2 BTH_Rennes_2008_SetB2_PIETIN-VERSE BTH_Rennes_2008_SetB2 BTH_Clermont-Ferrand_2008_SetB3 BTH_Chaux_des_Prés_2008_SetB3 BTH_Dijon_2008_SetB3 BTH_Estrées-Mons_2008_SetB3 BTH_Le_Moulon_2008_SetB3 BTH_Lusignan_2008_SetB3 BTH_Orgeval_2008_SetB3 BTH_Rennes_2008_SetB3_PIETIN-VERSE BTH_Rennes_2008_SetB3 BTH_Clermont-Ferrand_2008_TECH BTH_Estrées-Mons_2008_TECH BTH_Le_Moulon_2008_TECH BTH_Lusignan_2008_TECH BTH_Orgeval_2008_TECH BTH_Rennes_2008_TECH BTH_Champagne-céréales_2009_SetA1 BTH_Clermont-Ferrand_2009_SetA1 BTH_Chaux_des_Prés_2009_SetA1 BTH_Dijon_2009_SetA1 BTH_Epi-centre_2009_SetA1 BTH_Estrées-Mons_2009_SetA1 BTH_Le_Moulon_2009_SetA1 BTH_Lusignan_2009_SetA1 BTH_Orgeval_2009_SetA1 BTH_Rennes_2009_SetA1_PIETIN-VERSE BTH_Rennes_2009_SetA1 BTH_Clermont-Ferrand_2009_SetA2 BTH_Chaux_des_Prés_2009_SetA2 BTH_Dijon_2009_SetA2 BTH_Estrées-Mons_2009_SetA2 BTH_Le_Moulon_2009_SetA2 BTH_Lusignan_2009_SetA2 BTH_Orgeval_2009_SetA2 BTH_Rennes_2009_SetA2_PIETIN-VERSE BTH_Rennes_2009_SetA2 BTH_Clermont-Ferrand_2009_SetB1 BTH_Chaux_des_Prés_2009_SetB1 BTH_Dijon_2009_SetB1 BTH_Estrées-Mons_2009_SetB1 BTH_Le_Moulon_2009_SetB1 BTH_Lusignan_2009_SetB1 BTH_Orgeval_2009_SetB1 BTH_Rennes_2009_SetB1_PIETIN-VERSE BTH_Rennes_2009_SetB1 BTH_Clermont-Ferrand_2009_SetB2 BTH_Chaux_des_Prés_2009_SetB2 BTH_Dijon_2009_SetB2 BTH_Estrées-Mons_2009_SetB2 BTH_Le_Moulon_2009_SetB2 BTH_Lusignan_2009_SetB2 BTH_Orgeval_2009_SetB2 BTH_Rennes_2009_SetB2_PIETIN-VERSE BTH_Rennes_2009_SetB2 BTH_Clermont-Ferrand_2009_SetB3 BTH_Chaux_des_Prés_2009_SetB3 BTH_Dijon_2009_SetB3 BTH_Estrées-Mons_2009_SetB3 BTH_Le_Moulon_2009_SetB3 BTH_Lusignan_2009_SetB3 BTH_Orgeval_2009_SetB3 BTH_Rennes_2009_SetB3_PIETIN-VERSE BTH_Rennes_2009_SetB3 BTH_Clermont-Ferrand_2009_TECH BTH_Estrées-Mons_2009_TECH BTH_Le_Moulon_2009_TECH BTH_Lusignan_2009_TECH BTH_Orgeval_2009_TECH BTH_Rennes_2009_TECH BTH_Champagne-céréales_2010_SetA1 BTH_Clermont-Ferrand_2010_SetA1 BTH_Chaux_des_Prés_2010_SetA1 BTH_Dijon_2010_SetA1 BTH_Epi-centre_2010_SetA1 BTH_Estrées-Mons_2010_SetA1 BTH_Le_Moulon_2010_SetA1 BTH_Lusignan_2010_SetA1 BTH_Orgeval_2010_SetA1 BTH_Rennes_2010_SetA1_PIETIN-VERSE BTH_Rennes_2010_SetA1 BTH_Clermont-Ferrand_2010_SetA2 BTH_Chaux_des_Prés_2010_SetA2 BTH_Dijon_2010_SetA2 BTH_Estrées-Mons_2010_SetA2 BTH_Le_Moulon_2010_SetA2 BTH_Lusignan_2010_SetA2 BTH_Orgeval_2010_SetA2 BTH_Rennes_2010_SetA2_PIETIN-VERSE BTH_Rennes_2010_SetA2 BTH_Clermont-Ferrand_2010_SetB1 BTH_Chaux_des_Prés_2010_SetB1 BTH_Dijon_2010_SetB1 BTH_Estrées-Mons_2010_SetB1 BTH_Le_Moulon_2010_SetB1 BTH_Lusignan_2010_SetB1 BTH_Orgeval_2010_SetB1 BTH_Rennes_2010_SetB1_PIETIN-VERSE BTH_Rennes_2010_SetB1 BTH_Clermont-Ferrand_2010_SetB2 BTH_Chaux_des_Prés_2010_SetB2 BTH_Dijon_2010_SetB2 BTH_Estrées-Mons_2010_SetB2 BTH_Le_Moulon_2010_SetB2 BTH_Lusignan_2010_SetB2 BTH_Orgeval_2010_SetB2 BTH_Rennes_2010_SetB2_PIETIN-VERSE BTH_Rennes_2010_SetB2 BTH_Clermont-Ferrand_2010_SetB3 BTH_Chaux_des_Prés_2010_SetB3 BTH_Dijon_2010_SetB3 BTH_Estrées-Mons_2010_SetB3 BTH_Le_Moulon_2010_SetB3 BTH_Lusignan_2010_SetB3 BTH_Orgeval_2010_SetB3 BTH_Rennes_2010_SetB3_PIETIN-VERSE BTH_Rennes_2010_SetB3 BTH_Clermont-Ferrand_2010_TECH BTH_Dijon_2010_TECH BTH_Estrées-Mons_2010_TECH BTH_Le_Moulon_2010_TECH BTH_Lusignan_2010_TECH BTH_Orgeval_2010_TECH BTH_Rennes_2010_TECH BTH_Champagne-céréales_2011_SetA1 BTH_Clermont-Ferrand_2011_SetA1 BTH_Chaux_des_Prés_2011_SetA1 BTH_Dijon_2011_SetA1 BTH_Epi-centre_2011_SetA1 BTH_Estrées-Mons_2011_SetA1 BTH_Le_Moulon_2011_SetA1 BTH_Lusignan_2011_SetA1 BTH_Orgeval_2011_SetA1 BTH_Rennes_2011_SetA1_PIETIN-VERSE BTH_Rennes_2011_SetA1 BTH_Clermont-Ferrand_2011_SetA2 BTH_Chaux_des_Prés_2011_SetA2 BTH_Dijon_2011_SetA2 BTH_Estrées-Mons_2011_SetA2 BTH_Le_Moulon_2011_SetA2 BTH_Lusignan_2011_SetA2 BTH_Orgeval_2011_SetA2 BTH_Rennes_2011_SetA2_PIETIN-VERSE BTH_Rennes_2011_SetA2 BTH_Clermont-Ferrand_2011_SetB1 BTH_Chaux_des_Prés_2011_SetB1 BTH_Dijon_2011_SetB1 BTH_Estrées-Mons_2011_SetB1 BTH_Le_Moulon_2011_SetB1 BTH_Lusignan_2011_SetB1 BTH_Orgeval_2011_SetB1 BTH_Rennes_2011_SetB1_PIETIN-VERSE BTH_Rennes_2011_SetB1 BTH_Clermont-Ferrand_2011_SetB2 BTH_Chaux_des_Prés_2011_SetB2 BTH_Dijon_2011_SetB2 BTH_Estrées-Mons_2011_SetB2 BTH_Le_Moulon_2011_SetB2 BTH_Lusignan_2011_SetB2 BTH_Orgeval_2011_SetB2 BTH_Rennes_2011_SetB2_PIETIN-VERSE BTH_Rennes_2011_SetB2 BTH_Clermont-Ferrand_2011_SetB3 BTH_Chaux_des_Prés_2011_SetB3 BTH_Dijon_2011_SetB3 BTH_Estrées-Mons_2011_SetB3 BTH_Le_Moulon_2011_SetB3 BTH_Lusignan_2011_SetB3 BTH_Orgeval_2011_SetB3 BTH_Rennes_2011_SetB3_PIETIN-VERSE BTH_Rennes_2011_SetB3 BTH_Clermont-Ferrand_2011_TECH BTH_Dijon_2011_TECH BTH_Estrées-Mons_2011_TECH BTH_Le_Moulon_2011_TECH BTH_Lusignan_2011_TECH BTH_Orgeval_2011_TECH BTH_Rennes_2011_TECH BTH_Clermont-Ferrand_2012_SetA1 BTH_Chaux_des_Prés_2012_SetA1 BTH_Dijon_2012_SetA1 BTH_Epi-centre_2012_SetA1 BTH_Estrées-Mons_2012_SetA1 BTH_Le_Moulon_2012_SetA1 BTH_Lusignan_2012_SetA1 BTH_Orgeval_2012_SetA1 BTH_Rennes_2012_SetA1_PIETIN-VERSE BTH_Rennes_2012_SetA1 BTH_Clermont-Ferrand_2012_SetA2 BTH_Chaux_des_Prés_2012_SetA2 BTH_Dijon_2012_SetA2 BTH_Estrées-Mons_2012_SetA2 BTH_Le_Moulon_2012_SetA2 BTH_Lusignan_2012_SetA2 BTH_Orgeval_2012_SetA2 BTH_Rennes_2012_SetA2_PIETIN-VERSE BTH_Rennes_2012_SetA2 BTH_Clermont-Ferrand_2012_SetB1 BTH_Chaux_des_Prés_2012_SetB1 BTH_Dijon_2012_SetB1 BTH_Estrées-Mons_2012_SetB1 BTH_Le_Moulon_2012_SetB1 BTH_Lusignan_2012_SetB1 BTH_Orgeval_2012_SetB1 BTH_Rennes_2012_SetB1_PIETIN-VERSE BTH_Rennes_2012_SetB1 BTH_Clermont-Ferrand_2012_SetB2 BTH_Chaux_des_Prés_2012_SetB2 BTH_Dijon_2012_SetB2 BTH_Estrées-Mons_2012_SetB2 BTH_Le_Moulon_2012_SetB2 BTH_Lusignan_2012_SetB2 BTH_Orgeval_2012_SetB2 BTH_Rennes_2012_SetB2_PIETIN-VERSE BTH_Rennes_2012_SetB2 BTH_Clermont-Ferrand_2012_SetB3 BTH_Chaux_des_Prés_2012_SetB3 BTH_Dijon_2012_SetB3 BTH_Estrées-Mons_2012_SetB3 BTH_Le_Moulon_2012_SetB3 BTH_Lusignan_2012_SetB3 BTH_Orgeval_2012_SetB3 BTH_Rennes_2012_SetB3_PIETIN-VERSE BTH_Rennes_2012_SetB3 BTH_Clermont-Ferrand_2012_TECH BTH_Dijon_2012_TECH BTH_Estrées-Mons_2012_TECH BTH_Le_Moulon_2012_TECH BTH_Lusignan_2012_TECH BTH_Orgeval_2012_TECH BTH_Rennes_2012_TECH BTH_Champagne-céréales_2013_SetA1 BTH_Clermont-Ferrand_2013_SetA1 BTH_Chaux_des_Prés_2013_SetA1 BTH_Dijon_2013_SetA1 BTH_Epi-centre_2013_SetA1 BTH_Estrées-Mons_2013_SetA1 BTH_Le_Moulon_2013_SetA1 BTH_Lusignan_2013_SetA1 BTH_Orgeval_2013_SetA1 BTH_Rennes_2013_SetA1_PIETIN-VERSE BTH_Rennes_2013_SetA1 BTH_Clermont-Ferrand_2013_SetA2 BTH_Chaux_des_Prés_2013_SetA2 BTH_Dijon_2013_SetA2 BTH_Estrées-Mons_2013_SetA2 BTH_Le_Moulon_2013_SetA2 BTH_Lusignan_2013_SetA2 BTH_Orgeval_2013_SetA2 BTH_Rennes_2013_SetA2_PIETIN-VERSE BTH_Rennes_2013_SetA2 BTH_Clermont-Ferrand_2013_SetB1 BTH_Chaux_des_Prés_2013_SetB1 BTH_Dijon_2013_SetB1 BTH_Estrées-Mons_2013_SetB1 BTH_Le_Moulon_2013_SetB1 BTH_Lusignan_2013_SetB1 BTH_Orgeval_2013_SetB1 BTH_Rennes_2013_SetB1_PIETIN-VERSE BTH_Rennes_2013_SetB1 BTH_Clermont-Ferrand_2013_SetB2 BTH_Chaux_des_Prés_2013_SetB2 BTH_Dijon_2013_SetB2 BTH_Estrées-Mons_2013_SetB2 BTH_Le_Moulon_2013_SetB2 BTH_Lusignan_2013_SetB2 BTH_Orgeval_2013_SetB2 BTH_Rennes_2013_SetB2_PIETIN-VERSE BTH_Rennes_2013_SetB2 BTH_Clermont-Ferrand_2013_SetB3 BTH_Chaux_des_Prés_2013_SetB3 BTH_Dijon_2013_SetB3 BTH_Estrées-Mons_2013_SetB3 BTH_Le_Moulon_2013_SetB3 BTH_Lusignan_2013_SetB3 BTH_Orgeval_2013_SetB3 BTH_Rennes_2013_SetB3_PIETIN-VERSE BTH_Rennes_2013_SetB3 BTH_Clermont-Ferrand_2013_TECH BTH_Dijon_2013_TECH BTH_Estrées-Mons_2013_TECH BTH_Le_Moulon_2013_TECH BTH_Orgeval_2013_TECH BTH_Rennes_2013_TECH BTH_Champagne-céréales_2014_SetA1 BTH_Clermont-Ferrand_2014_SetA1 BTH_Dijon_2014_SetA1 BTH_Epi-centre_2014_SetA1 BTH_Estrées-Mons_2014_SetA1 BTH_Le_Moulon_2014_SetA1 BTH_Lusignan_2014_SetA1 BTH_Orgeval_2014_SetA1 BTH_Rennes_2014_SetA1_PIETIN-VERSE BTH_Rennes_2014_SetA1 BTH_Clermont-Ferrand_2014_SetA2 BTH_Dijon_2014_SetA2 BTH_Estrées-Mons_2014_SetA2 BTH_Le_Moulon_2014_SetA2 BTH_Lusignan_2014_SetA2 BTH_Orgeval_2014_SetA2 BTH_Rennes_2014_SetA2_PIETIN-VERSE BTH_Rennes_2014_SetA2 BTH_Clermont-Ferrand_2014_SetB1 BTH_Dijon_2014_SetB1 BTH_Estrées-Mons_2014_SetB1 BTH_Le_Moulon_2014_SetB1 BTH_Lusignan_2014_SetB1 BTH_Orgeval_2014_SetB1 BTH_Rennes_2014_SetB1_PIETIN-VERSE BTH_Rennes_2014_SetB1 BTH_Clermont-Ferrand_2014_SetB2 BTH_Dijon_2014_SetB2 BTH_Estrées-Mons_2014_SetB2 BTH_Le_Moulon_2014_SetB2 BTH_Lusignan_2014_SetB2 BTH_Orgeval_2014_SetB2 BTH_Rennes_2014_SetB2_PIETIN-VERSE BTH_Rennes_2014_SetB2 BTH_Clermont-Ferrand_2014_SetB3 BTH_Dijon_2014_SetB3 BTH_Estrées-Mons_2014_SetB3 BTH_Le_Moulon_2014_SetB3 BTH_Lusignan_2014_SetB3 BTH_Orgeval_2014_SetB3 BTH_Rennes_2014_SetB3_PIETIN-VERSE BTH_Rennes_2014_SetB3;

Contact

Role Name Email Institution
Coordinator of experiments Network Gilles CHARMET charmet_inrae.fr GDEC - UMR Génétique, Diversité et Ecophysiologie des Céréales
Coordinator of experiments Network Emmanuel HEUMEZ emmanuel.heumez_inrae.fr GCIE - UE Grandes Cultures, Innovation, Environnement
Coordinator of experiments Network Francois-Xavier OURY Francois-Xavier.OURY_inrae.fr GCIE - UE Grandes Cultures, Innovation, Environnement
Coordinator of experiments Network Bernard ROLLAND bernard.rolland_inrae.fr GCIE - UE Grandes Cultures, Innovation, Environnement
Scientific Arnaud GAUFFRETEAU gauffret_inrae.fr GCIE - UE Grandes Cultures, Innovation, Environnement