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Participatory crop
improvement for local /
regional adaptation and
produces
Isabelle Goldringer,
INRA
Rennes, Diversifood Final Congress, December
10-12, 2018
• 	Substituting	chemical	inputs	by	biological	regulations	induces:		
	-	more	diverse	farming	practices	
	-	more	contrasting	environmental	conditions	
=						Genotype	x	Management		
												x	Soil	x	Climate		
	
	
						=>	decentralized	breeding	
	
Issues in breeding for sustainable farming
and local adaptation and produces (1)
Genotype	x	farming	system	interaction	
	(Murphy	et	al.	2007)
• 	Climate	change	and	less	protective	conditions	lead	to:	
	-	more	variable	and	unpredictable	climate	and	environments	
=	Need	for	buffering	capacity		
	
Within	field	crop	genetic	diversity	=	lever	for	productivity	and	
resilience		
	
	
	
	
	
=>	breeding	for	populations	
Issues in breeding for sustainable farming
and local adaptation and produces (2)
• 	Varieties	must	be	adapted	to:		
-	farming	practices,	local	conditions	
-	the	processes,	produces,	market	chains	
=	Incorpore	the	knowledge	of	the	actors,	
=	utilize	a	contextualized,	inclusive	innovation	process		
	
=>	participatory	approach	
Issues in breeding for sustainable farming
and local adaptation and produces (3)
5	
Participatory Plant Breeding
•  Participatory	Plant	Breeding	involves	scientists,	farmers,	and	others	
(consumers,	processors,	extensionists,…)	in	plant	breeding	research.	
•  Participatory	approaches:	the	processes	used	to	develop	new	
technologies	can	achieve	a	range	of	material	and	socially	
transformative	outcomes.		
	≠	transfer-of-technology	model	that	seeks	efficient	processes		
to	generate	standardized,	uniform	outcomes	(Jones	et	al	2014).		
=> New methods needed:
* based on participatory approaches
* adapted to decentralized on farm trials
to manage, breed and adapt crop genetic diversity, embedded in
local/regional food systems
6	
DIVERSIFOOD objectives for PPB (WP3)
•  Establish new populations & evaluate the
relative interest of the different methods used
•  Develop or adapt methods and user-friendly
tools
•  specifically designed for on farm decentralized
participatory breeding
•  Apply a panoply of breeding strategies and
compare them to identify the most promising
7	
New populations created for many crops
species
- A large number of new populations developed for many
crops: tomato, broccoli, carrots, onion, bread and durum
wheat, einkorn, barley, maize, white lupin, faba bean and
buckwheat
A range of methods to create relevant
diversity for PPB
•  Landraces and old varieties (ex: ITAB, RSP):
–  Large diversity available, adaptive
potential to low input and agroecological
conditions, organoleptic and nutritional quality
–  Needs further adaptation
•  Mixtures of landraces and old varieties (ex: INRA, ITAB,
RSR):
–  Allows to combine interesting traits from different varieties, easy
and rapid
–  Limited recombination in selfing mixtures, risk of competition, needs
management
•  Bi-parental crosses (ex: INRA, PSR):
–  Creation of new genotypes combining advantageous traits from
both parents
–  Crossing	plants	of	self-pollinated	species	is	feasible	on-farm	by	farmers,	
but	is	time	consuming	and	requires	dedicated	skills.	
8
A range of methods to create relevant
diversity for PPB
•  Landraces and old varieties (ex: ITAB, RSP):
–  Large diversity available, adaptive
potential to low input and agroecological
conditions, organoleptic and nutritional quality
–  Needs further adaptation
•  Mixtures of landraces and old varieties (ex: INRA, ITAB,
RSR):
–  Allows to combine interesting traits from different varieties, easy
and rapid
–  Limited recombination in selfing mixtures, risk of competition, needs
management
•  Bi-parental crosses (ex: INRA, PSR):
–  Creation of new genotypes combining advantageous traits from
both parents
–  Crossing	plants	of	self-pollinated	species	is	feasible	on-farm	by	farmers,	
but	is	time	consuming	and	requires	dedicated	skills.	
9
A range of methods to create relevant
diversity for PPB
•  Landraces and old varieties (ex: ITAB, RSP):
–  Large diversity available, adaptive
potential to low input and agroecological
conditions, organoleptic and nutritional quality
–  Needs further adaptation
•  Mixtures of landraces and old varieties (ex: INRA, ITAB,
RSR):
–  Allows to combine interesting traits from different varieties, easy
and rapid
–  Limited recombination in selfing mixtures, risk of competition, needs
management
•  Bi-parental crosses (ex: INRA, PSR):
–  Creation of new genotypes combining advantageous traits from
both parents
–  Crossing	plants	of	self-pollinated	species	is	feasible	on-farm	by	farmers,	
but	is	time	consuming	and	requires	dedicated	skills.	
10
A range of methods to create relevant
diversity for PPB
•  Composite Cross Populations (CCPs)
and mixtures of crosses (ex: INRA, FiBL,
ORC, RSR, LBI)
–  High diversity and recombination, large
potential for adaptation and mass
selection => broad genetic basis population
–  Heavy to carry out and difficult to design
•  Open pollinated populations (ex: ITQB & IPC):
–  In out-crossing species, allows to combine several parents
in one or a few steps
–  Difficult to apply mass selection on both parents, requires
optimization of the within-population diversity
11
A range of methods to create relevant
diversity for PPB
•  Composite Cross Populations (CCPs)
and mixtures of crosses (ex: INRA, FiBL,
ORC, RSR, LBI)
–  High diversity and recombination, large
potential for adaptation and mass
selection => broad genetic basis population
–  Heavy to carry out and difficult to design
•  Open pollinated populations (ex: ITQB & IPC):
–  In out-crossing species, allows to combine several parents
in one or a few steps
–  Difficult to apply mass selection on both parents, requires
optimization of the within-population diversity
12
13	
Definitions and description of PPB
varieties and populations
Deliverable D3.3 & Innovation Factsheet #2
Development of CCPs of white lupin at
FiBL
•  2 strategies for CCP creation:
–  With or without selection for Colletotrichum
resistance
14
CCPs, dynamic populations and
evolutionary breeding
•  Comparison of a CCP and a dynamic
population (mixture) of bread wheat
at INRA & ITAB:
–  See Estelle Serpolay’s poster
•  Test of selection methods in wheat CCPs
at LBI:
–  Rust, seed size, plant height, deep sowing vs
normal sowing
•  Evolutionary breeding
with a bread wheat CCP at RSR:
–  See Bettina Bussi & Matteo Petitti presentation
15
Multi-trait approaches to PPB in maize
•  Combining agronomic, quality and genetic
information to optimize crosses at ITQB-NOVA & IPC
–  Crosses chosen to increase tocopherol and total
phenolic content , minimize viscosity
while maintaining genetic
diversity
•  Decision tools for improving underused Portuguese
maize landraces at ITQB-NOVA & IPC:
–  see ML Alves poster
16
17	
•  On-going PPB on bread wheat since 2006 in France (INRA
& RSP). First 10 PPB population-varieties evaluated on
farm for agronomic performance, nutritional and
organoleptic qualities.
In	the	middle:	Renan,	short,	
poor	weed	competitor,	low	
bread	making	quality	
	
Aside	and	below:	PPB	
varieties,	tall,	robust,	good	
weed	competitor,	lodging	
resistant,	good	bread	making	
quality	
Original and interesting populations-varieties
developed through PPB at INRA & RSP
PPB	varieties	showed	
higher	level	in	Mg,	Zn,	
Ca,	Cu	and	K	than	
commercial	varieties.
Instability		
(VC	%)	
Farm	 Year	+		
Year	x	Farm	
R	 Farm	 Year	+		
Year	x	Farm	
R	
PPB	
Populations	
1%	 24%	 6%	 23%	 28%	 17%	
Commercial	
varieties	
0%	 35%	 5%	 37%	 35%	 26%	
•  First 10 PPB population-varieties evaluated on 6 farms x
2 yrs for agronomic performance
Wheat PPB populations are more stable
Protein	content	 Yield	
Thèse	G	van	Frank	(Dec	2018)	+	see	Gaelle’s	poster	
a	 32	qx/ha	
29	qx/ha
Collective assessment in PPB
•  Participatory tomato breeding at Arche
Noah:
– Networking and cooperation between different
stakeholders (farmers, consumers, retailers,
chefs, scientists) => to define breeding
strategies.
– Collective breeding activities: participatory
assessment of quality traits.
19
Row
1
Row
3
Row
4
Row
5
Row
6
Row
2
Col 1 Col 2 Col 3 Col 4 Col 5 Col 6
Innovative statistical methods, designs and
tools
20	
•  Participatory on-farm experiments means:
–  Numerous but small trials (few plots / trial)
–  Few replication within and among farms
–  Farmers evaluating different populations
–  Broad range of traits selected
⇒  Innovative methods for statistical analyses and data mining
specifically suited to PPB (RSP, RSR, IPC, ITQB, INRA)
•  M1. Non parametric multivariate approaches
for agronomic and nutritional traits
•  M2-M3. Multivariate and clustering approaches
for molecular and quality data
•  M4-M5. Spatial analyses with optimized randomization & incomplete block
designs for agro./nutri. traits
•  M6. GxE analyses for agro./nutri. traits
•  M7a-b. Models within the Bayesian framework
for agro./nutri. traits
•  M8. Analysis of network of seed circulation
•  M9. Multiple factors analysis for sensorial data
21	
Technical booklet #3 – “Methods and tools for decentralized
on farm breeding”
⇒ A decision tree including all possible analyses organized
according to the type of trait, their objectives and
the experimental capacities (RSP, INRA, RSR, IPC, ITQB)
Innovative statistical methods, designs and
tools
PPBstats : An R package for PPB
statistical analyses
•  Objectives:
–  (i) to have a single package capable of performing all
analyses required for PPB programmes with
comprehensive documentation
–  (ii) to create a community working on PPB programmes
in order to improve the package, exchange on how to
process data from PPB programmes and develop good
practices.
•  Methods:
–  Freely available package based on the R software
–  Collaborative plateforme on github
22
PPBstats : An R package for PPB
statistical analyses
•  Worlflow of analyses on data collected during PPB
programs at four levels: network of seeds management,
agronomic and nutritional trials, organoleptic tests and
molecular analyses.
•  A website dedicated to PPBstats with full documentation
and a comprehensive tutorial to collaborate and use the
package can be found at:
https://priviere.github.io/PPBstats_web_site
•  Use and contribute !!!
23
Key features and outcomes of PPB
•  New	populations	developed	and	adopted	by	the	farmers	
•  Complementary	to	ex-situ	conservation:	create	and	renew	crop	
genetic	diversity,	increase	use	of	landraces	
•  Relies	on	a	collective	organisation	
–  Very inclusive multi-actor approach with various types of
stakeholders involved: researchers, farmers, breeders, processors,
cookers / chefs and consumers
–  Generic	tools	and	methods	for	supporting	collective	selection	/	
management	of	diversity	
•  Building	capacity	and	empowering	farmers	to	enact	further	
change
Conclusion
=>	Increase	system	resilience	:		
-  For	each	farmer	(resilience	of	population-varieties)	
-  At	the	collective	level:	seed	control	and	decision	making	less	
concentrated	and	genetic	variability	is	distributed	
	
=>	A	new	paradigm	for	research:	collaboration	between	
research	and	citizens	
–  Elaborate	original	and	complex	research	questions		
where	inter-disciplinary	basic	and	applied	research		
are	interlocked	
–  Give	more	sense	to	research	
–  Stimulate	citizens’	interest	and	involvement	into		
research		and	identification	of	research	needs	
V	Chable,	INRA	Rennes	
On	Raphael	Balthassat’s	farm	in	
2015:	his	PPB	variety	Savoysone
Bottlenecks and levers for a
transition
•  A	long	term	process.		
•  Scaling	up	and/or	making	these	small	scale	systems	sustainable	
is	a	matter	of	training	/	organizing	/	funding.		
Need	to:	
–  Train	farmers’	organisation	facilitators:	they	are	key	to	the	collective	
organization	
–  Increase	sharing	of	tools	and	methods	for	PPB	among	local	groups		
through	common	framework	and	perenial	platforms	
–  Develop	multi-stakeholders	participatory	research	platforms	to	allow	
for	recurrent	funding		
–  Find	sources	of	funding	to	make	local	community	seed	banks	
sustainable	
–  Create	a	status	for	varieties	derived	from	PPB
27	
Thanks to the DIVERSIFOOD partners
(WP3)
Thank you for your attention !
PPB	bread	wheat	population-variety	Japhabelle
Ten bread wheat varieties derived from PPB
Nom	 Origine	 Type	
Saint-Priest	 F	Mercier,	Maine-et-Loire		 Issue	d’une	variété	Suédoise	(Progress)	
Rouge	du	Roc	 JF	Berthellot,	Lot-et-Garonne	 Sélection	massale	dans	Rouge	de	Bordeaux	
Pop	dynamique	2	 F	Mercier,	Maine-et-Loire		 Mélange	de	3	variétés	de	pays	et	2	variétés	+	récentes	
Mélange-5	
Bourguignon	
B	Ronot,	Côte	d’Or	 Mélange	de	11	variétés	de	pays	locales	
Mélange	du	Sud-Ouest	 JF	Berthellot,	Lot-et-Garonne	 Mélange	de	~	20	variétés	de	pays	locales	
Savoysone	 R	Balthassat,	Haute-Savoie	 Issue	d’un	croisement	entre	2	variétés	de	pays	
Rocaloex	 R	Balthassat,	Haute-Savoie	 Mélange	de	11	populations	issues	de	croisements	
Mélange-1	13	pops	 B	Ronot,	Côte	d’Or	 Mélange	de	13	populations	issues	de	croisement	
Dauphibois	 C	Dalmasso,	Isère	 Mélange	de	~25	variétés	de	pays,	populations	issues	de	
croisements	et	variétés	récentes	
Japhabelle	 JF	Berthellot,	Lot-et-Garonne	 Mélange	de	~25	populations	issues	de	croisements	et	
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DIVERSIFOOD Final Congress - Session 3 - New approaches of plant breeding for diversified and sustainable farming systems - Isabelle Goldringer

  • 1. Participatory crop improvement for local / regional adaptation and produces Isabelle Goldringer, INRA Rennes, Diversifood Final Congress, December 10-12, 2018
  • 5. 5 Participatory Plant Breeding •  Participatory Plant Breeding involves scientists, farmers, and others (consumers, processors, extensionists,…) in plant breeding research. •  Participatory approaches: the processes used to develop new technologies can achieve a range of material and socially transformative outcomes. ≠ transfer-of-technology model that seeks efficient processes to generate standardized, uniform outcomes (Jones et al 2014). => New methods needed: * based on participatory approaches * adapted to decentralized on farm trials to manage, breed and adapt crop genetic diversity, embedded in local/regional food systems
  • 6. 6 DIVERSIFOOD objectives for PPB (WP3) •  Establish new populations & evaluate the relative interest of the different methods used •  Develop or adapt methods and user-friendly tools •  specifically designed for on farm decentralized participatory breeding •  Apply a panoply of breeding strategies and compare them to identify the most promising
  • 7. 7 New populations created for many crops species - A large number of new populations developed for many crops: tomato, broccoli, carrots, onion, bread and durum wheat, einkorn, barley, maize, white lupin, faba bean and buckwheat
  • 8. A range of methods to create relevant diversity for PPB •  Landraces and old varieties (ex: ITAB, RSP): –  Large diversity available, adaptive potential to low input and agroecological conditions, organoleptic and nutritional quality –  Needs further adaptation •  Mixtures of landraces and old varieties (ex: INRA, ITAB, RSR): –  Allows to combine interesting traits from different varieties, easy and rapid –  Limited recombination in selfing mixtures, risk of competition, needs management •  Bi-parental crosses (ex: INRA, PSR): –  Creation of new genotypes combining advantageous traits from both parents –  Crossing plants of self-pollinated species is feasible on-farm by farmers, but is time consuming and requires dedicated skills. 8
  • 9. A range of methods to create relevant diversity for PPB •  Landraces and old varieties (ex: ITAB, RSP): –  Large diversity available, adaptive potential to low input and agroecological conditions, organoleptic and nutritional quality –  Needs further adaptation •  Mixtures of landraces and old varieties (ex: INRA, ITAB, RSR): –  Allows to combine interesting traits from different varieties, easy and rapid –  Limited recombination in selfing mixtures, risk of competition, needs management •  Bi-parental crosses (ex: INRA, PSR): –  Creation of new genotypes combining advantageous traits from both parents –  Crossing plants of self-pollinated species is feasible on-farm by farmers, but is time consuming and requires dedicated skills. 9
  • 10. A range of methods to create relevant diversity for PPB •  Landraces and old varieties (ex: ITAB, RSP): –  Large diversity available, adaptive potential to low input and agroecological conditions, organoleptic and nutritional quality –  Needs further adaptation •  Mixtures of landraces and old varieties (ex: INRA, ITAB, RSR): –  Allows to combine interesting traits from different varieties, easy and rapid –  Limited recombination in selfing mixtures, risk of competition, needs management •  Bi-parental crosses (ex: INRA, PSR): –  Creation of new genotypes combining advantageous traits from both parents –  Crossing plants of self-pollinated species is feasible on-farm by farmers, but is time consuming and requires dedicated skills. 10
  • 11. A range of methods to create relevant diversity for PPB •  Composite Cross Populations (CCPs) and mixtures of crosses (ex: INRA, FiBL, ORC, RSR, LBI) –  High diversity and recombination, large potential for adaptation and mass selection => broad genetic basis population –  Heavy to carry out and difficult to design •  Open pollinated populations (ex: ITQB & IPC): –  In out-crossing species, allows to combine several parents in one or a few steps –  Difficult to apply mass selection on both parents, requires optimization of the within-population diversity 11
  • 12. A range of methods to create relevant diversity for PPB •  Composite Cross Populations (CCPs) and mixtures of crosses (ex: INRA, FiBL, ORC, RSR, LBI) –  High diversity and recombination, large potential for adaptation and mass selection => broad genetic basis population –  Heavy to carry out and difficult to design •  Open pollinated populations (ex: ITQB & IPC): –  In out-crossing species, allows to combine several parents in one or a few steps –  Difficult to apply mass selection on both parents, requires optimization of the within-population diversity 12
  • 13. 13 Definitions and description of PPB varieties and populations Deliverable D3.3 & Innovation Factsheet #2
  • 14. Development of CCPs of white lupin at FiBL •  2 strategies for CCP creation: –  With or without selection for Colletotrichum resistance 14
  • 15. CCPs, dynamic populations and evolutionary breeding •  Comparison of a CCP and a dynamic population (mixture) of bread wheat at INRA & ITAB: –  See Estelle Serpolay’s poster •  Test of selection methods in wheat CCPs at LBI: –  Rust, seed size, plant height, deep sowing vs normal sowing •  Evolutionary breeding with a bread wheat CCP at RSR: –  See Bettina Bussi & Matteo Petitti presentation 15
  • 16. Multi-trait approaches to PPB in maize •  Combining agronomic, quality and genetic information to optimize crosses at ITQB-NOVA & IPC –  Crosses chosen to increase tocopherol and total phenolic content , minimize viscosity while maintaining genetic diversity •  Decision tools for improving underused Portuguese maize landraces at ITQB-NOVA & IPC: –  see ML Alves poster 16
  • 17. 17 •  On-going PPB on bread wheat since 2006 in France (INRA & RSP). First 10 PPB population-varieties evaluated on farm for agronomic performance, nutritional and organoleptic qualities. In the middle: Renan, short, poor weed competitor, low bread making quality Aside and below: PPB varieties, tall, robust, good weed competitor, lodging resistant, good bread making quality Original and interesting populations-varieties developed through PPB at INRA & RSP PPB varieties showed higher level in Mg, Zn, Ca, Cu and K than commercial varieties.
  • 18. Instability (VC %) Farm Year + Year x Farm R Farm Year + Year x Farm R PPB Populations 1% 24% 6% 23% 28% 17% Commercial varieties 0% 35% 5% 37% 35% 26% •  First 10 PPB population-varieties evaluated on 6 farms x 2 yrs for agronomic performance Wheat PPB populations are more stable Protein content Yield Thèse G van Frank (Dec 2018) + see Gaelle’s poster a 32 qx/ha 29 qx/ha
  • 19. Collective assessment in PPB •  Participatory tomato breeding at Arche Noah: – Networking and cooperation between different stakeholders (farmers, consumers, retailers, chefs, scientists) => to define breeding strategies. – Collective breeding activities: participatory assessment of quality traits. 19
  • 20. Row 1 Row 3 Row 4 Row 5 Row 6 Row 2 Col 1 Col 2 Col 3 Col 4 Col 5 Col 6 Innovative statistical methods, designs and tools 20 •  Participatory on-farm experiments means: –  Numerous but small trials (few plots / trial) –  Few replication within and among farms –  Farmers evaluating different populations –  Broad range of traits selected ⇒  Innovative methods for statistical analyses and data mining specifically suited to PPB (RSP, RSR, IPC, ITQB, INRA) •  M1. Non parametric multivariate approaches for agronomic and nutritional traits •  M2-M3. Multivariate and clustering approaches for molecular and quality data •  M4-M5. Spatial analyses with optimized randomization & incomplete block designs for agro./nutri. traits •  M6. GxE analyses for agro./nutri. traits •  M7a-b. Models within the Bayesian framework for agro./nutri. traits •  M8. Analysis of network of seed circulation •  M9. Multiple factors analysis for sensorial data
  • 21. 21 Technical booklet #3 – “Methods and tools for decentralized on farm breeding” ⇒ A decision tree including all possible analyses organized according to the type of trait, their objectives and the experimental capacities (RSP, INRA, RSR, IPC, ITQB) Innovative statistical methods, designs and tools
  • 22. PPBstats : An R package for PPB statistical analyses •  Objectives: –  (i) to have a single package capable of performing all analyses required for PPB programmes with comprehensive documentation –  (ii) to create a community working on PPB programmes in order to improve the package, exchange on how to process data from PPB programmes and develop good practices. •  Methods: –  Freely available package based on the R software –  Collaborative plateforme on github 22
  • 23. PPBstats : An R package for PPB statistical analyses •  Worlflow of analyses on data collected during PPB programs at four levels: network of seeds management, agronomic and nutritional trials, organoleptic tests and molecular analyses. •  A website dedicated to PPBstats with full documentation and a comprehensive tutorial to collaborate and use the package can be found at: https://priviere.github.io/PPBstats_web_site •  Use and contribute !!! 23
  • 24. Key features and outcomes of PPB •  New populations developed and adopted by the farmers •  Complementary to ex-situ conservation: create and renew crop genetic diversity, increase use of landraces •  Relies on a collective organisation –  Very inclusive multi-actor approach with various types of stakeholders involved: researchers, farmers, breeders, processors, cookers / chefs and consumers –  Generic tools and methods for supporting collective selection / management of diversity •  Building capacity and empowering farmers to enact further change
  • 25. Conclusion => Increase system resilience : -  For each farmer (resilience of population-varieties) -  At the collective level: seed control and decision making less concentrated and genetic variability is distributed => A new paradigm for research: collaboration between research and citizens –  Elaborate original and complex research questions where inter-disciplinary basic and applied research are interlocked –  Give more sense to research –  Stimulate citizens’ interest and involvement into research and identification of research needs V Chable, INRA Rennes On Raphael Balthassat’s farm in 2015: his PPB variety Savoysone
  • 26. Bottlenecks and levers for a transition •  A long term process. •  Scaling up and/or making these small scale systems sustainable is a matter of training / organizing / funding. Need to: –  Train farmers’ organisation facilitators: they are key to the collective organization –  Increase sharing of tools and methods for PPB among local groups through common framework and perenial platforms –  Develop multi-stakeholders participatory research platforms to allow for recurrent funding –  Find sources of funding to make local community seed banks sustainable –  Create a status for varieties derived from PPB
  • 27. 27 Thanks to the DIVERSIFOOD partners (WP3) Thank you for your attention ! PPB bread wheat population-variety Japhabelle
  • 28. Ten bread wheat varieties derived from PPB Nom Origine Type Saint-Priest F Mercier, Maine-et-Loire Issue d’une variété Suédoise (Progress) Rouge du Roc JF Berthellot, Lot-et-Garonne Sélection massale dans Rouge de Bordeaux Pop dynamique 2 F Mercier, Maine-et-Loire Mélange de 3 variétés de pays et 2 variétés + récentes Mélange-5 Bourguignon B Ronot, Côte d’Or Mélange de 11 variétés de pays locales Mélange du Sud-Ouest JF Berthellot, Lot-et-Garonne Mélange de ~ 20 variétés de pays locales Savoysone R Balthassat, Haute-Savoie Issue d’un croisement entre 2 variétés de pays Rocaloex R Balthassat, Haute-Savoie Mélange de 11 populations issues de croisements Mélange-1 13 pops B Ronot, Côte d’Or Mélange de 13 populations issues de croisement Dauphibois C Dalmasso, Isère Mélange de ~25 variétés de pays, populations issues de croisements et variétés récentes Japhabelle JF Berthellot, Lot-et-Garonne Mélange de ~25 populations issues de croisements et sélectionnées