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Tools
Facilitated spatial and ecogeographical germplasm analysis
for efficient PGR conservation and utilization
Mauricio Parra Quijano (ITPGRFA - Programme Coordinator)
Francisco López (ITPGRFA)
Elena Torres (UPM-Spain)
José Iriondo (URJC-Spain)


Funded by:
And with technical support of:
Development
Transfer
Training
Building Capacity
National Programs and institutions
from Latin America
Idea + methodology development
Theoretical and practical scientific validation
Publication (peer review)
Data preparation R script development
Java / tomcat interface
Tool + documentation
Assistance
CAPFITOGEN tool
release / distribution
GIS and
ecogeographic
approaches on PGR
40° 20’ 33.4’’ N
03° 11’ 52.1’’ W
Or paper maps…
Gazeteers…
Georeferencing software
Old records…
Evaluate the quality of your collecting sites coordinates and locality
description
Quality assessment on the georeferencing of the
collecting sites included in passport data
Based on: Parra-Quijano et
al., 2012. Gen Res Crop Evol
59(2):205-217
Obtaining Ecogeographic Land Characterization (ELC)
maps for a single species or group of related (specific
maps) or unrelated species (generalist maps)
Ecogeographic germplasm (collecting sites) characterizations
Up to 105 ecogeographic
variables
Ecogeographic
Characterization
matrix
Georeferenced
Passport data
GIS
Elevation
Annual mean temp
Organic carbon on soil
pH soil
….
….
Y
X
Perform ecogeographic characterizations of the
georeferenced collecting sites
• Is your collection representative of the species’ environmental adaptive range?
Check the ecogeographical representativeness of your ex situ
collection
GAPS!
REPRESENTED
Evaluation of the ecogeographical
representativeness of the germplasm collections
• Ocurrence of the highest levels of diversity in terms of average genotypic,
phenotypic or ecogeographic distances among local
Identify where is located the diversity hotspots using phenotypic,
genotypic or ecogeographic data
Maize study
Andean region
Ecuador
Inspired on
Van Zonneveld et al.,
2012. PLoS ONE 7(1):
e29845
Obtaining phenotipic, genotypic or ecogeographic
“diversity” maps
Select a subset of accessions which represents the species’
ecogeographical range in your collection
A B
A
A
A
A
B
BB
B
C BA
A
B C
A
A
A
AB
B
B
B
CBA
C
A
A
A
A
A
A
A
A
CAB
A
B
CEcogeographic
Core
Collection
Based on Parra Quijano et al., 2011. Crop Science 51:656-666
Generation of ecogeographic core collections
based on ELC maps
Creating subsets of accessions with high probability to contain
interesting traits
Annual
precipitation
Clay content
Slope
40
4
10% selection
intensity
FIGS subset (by filtering method)
Based on FIGS approach by Mackay,M., Street, K., Bari, A., Endresen, D. and other researchers
Waterlogging tolerance
Generation of subsets of breeding interest traits based on
ecogeographic conditions of the collecting sites (Focused
Identification Germplasm Strategy – filtering method)
CAPFITOGEN tools offer:
• Avoiding collecting in sites where other have been collecting in past expeditions
• Collecting germplasm in under or non-represented environments
• Collecting germplasm in sites with high probably of traits of interest occurrence
GEOQUAL +
ELCmapas +
Representa +
FIGS_R
Spanish
Portuguese
English
 105 ecogeographical variables to select
 With data available for more than 160 countries
(national work frames)
 Two sub-continental work frames (South and Meso-
America)
 One continent (Europe) and a world-wide work
frame
 1x1, 5x5, 10x10 and 20x20 km resolutions
 Free access, free distribution
Programme to Strengthen
National Plant Genetic
Resource Capacities in Latin
America
Phase 1:
2012-2014
Seven tools focused on ex situ conservation
User guides
Three languages (Spanish, English, Portuguese)
Two regional (Latin American) workshops
Four national workshops (Cuba, Spain, Honduras, Uruguay)
About 150 trained technicians
Programme to Strengthen
National Plant Genetic
Resource Capacities in Latin
America
Phase 2:
2014-2016
Three new tools focused on in situ conservation
User’s networks
E-Learning methods
Tools on server (internet connection required, no installation)
One final regional (Latin America + Spain + Portugal) workshop
Four national workshops
Madrid, Spain, Nov 2013
Bogotá, Colombia, March 2013
Colonia, Uruguay, April 2014
Comayagua, Honduras, Nov 2013
Sancti Spitirus, Cuba, Sept 2013
Florianópolis, Brazil, May 2014
Birmingham, UK, Feb 2014
http://www.agrobiodiversidad.org/blog/?p=1039
http://www.planttreaty.org/capfitogen
capfitogen@fao.org
Mauricio.parra@fao.org
Email:

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CAPFITOGEN tools. Facilitated spatial and ecogeographical germplasm analysis for efficient PGR conservation and utilization

  • 1. Tools Facilitated spatial and ecogeographical germplasm analysis for efficient PGR conservation and utilization Mauricio Parra Quijano (ITPGRFA - Programme Coordinator) Francisco López (ITPGRFA) Elena Torres (UPM-Spain) José Iriondo (URJC-Spain)
  • 3. Funded by: And with technical support of:
  • 5. Idea + methodology development Theoretical and practical scientific validation Publication (peer review) Data preparation R script development Java / tomcat interface Tool + documentation Assistance CAPFITOGEN tool release / distribution GIS and ecogeographic approaches on PGR
  • 6.
  • 7.
  • 8. 40° 20’ 33.4’’ N 03° 11’ 52.1’’ W Or paper maps… Gazeteers… Georeferencing software Old records… Evaluate the quality of your collecting sites coordinates and locality description
  • 9. Quality assessment on the georeferencing of the collecting sites included in passport data
  • 10.
  • 11. Based on: Parra-Quijano et al., 2012. Gen Res Crop Evol 59(2):205-217
  • 12. Obtaining Ecogeographic Land Characterization (ELC) maps for a single species or group of related (specific maps) or unrelated species (generalist maps)
  • 13. Ecogeographic germplasm (collecting sites) characterizations Up to 105 ecogeographic variables Ecogeographic Characterization matrix Georeferenced Passport data GIS Elevation Annual mean temp Organic carbon on soil pH soil …. …. Y X
  • 14. Perform ecogeographic characterizations of the georeferenced collecting sites
  • 15. • Is your collection representative of the species’ environmental adaptive range? Check the ecogeographical representativeness of your ex situ collection GAPS! REPRESENTED
  • 16. Evaluation of the ecogeographical representativeness of the germplasm collections
  • 17. • Ocurrence of the highest levels of diversity in terms of average genotypic, phenotypic or ecogeographic distances among local Identify where is located the diversity hotspots using phenotypic, genotypic or ecogeographic data Maize study Andean region Ecuador Inspired on Van Zonneveld et al., 2012. PLoS ONE 7(1): e29845
  • 18. Obtaining phenotipic, genotypic or ecogeographic “diversity” maps
  • 19. Select a subset of accessions which represents the species’ ecogeographical range in your collection A B A A A A B BB B C BA A B C A A A AB B B B CBA C A A A A A A A A CAB A B CEcogeographic Core Collection Based on Parra Quijano et al., 2011. Crop Science 51:656-666
  • 20. Generation of ecogeographic core collections based on ELC maps
  • 21. Creating subsets of accessions with high probability to contain interesting traits Annual precipitation Clay content Slope 40 4 10% selection intensity FIGS subset (by filtering method) Based on FIGS approach by Mackay,M., Street, K., Bari, A., Endresen, D. and other researchers Waterlogging tolerance
  • 22. Generation of subsets of breeding interest traits based on ecogeographic conditions of the collecting sites (Focused Identification Germplasm Strategy – filtering method)
  • 23. CAPFITOGEN tools offer: • Avoiding collecting in sites where other have been collecting in past expeditions • Collecting germplasm in under or non-represented environments • Collecting germplasm in sites with high probably of traits of interest occurrence
  • 25.
  • 27.  105 ecogeographical variables to select  With data available for more than 160 countries (national work frames)  Two sub-continental work frames (South and Meso- America)  One continent (Europe) and a world-wide work frame  1x1, 5x5, 10x10 and 20x20 km resolutions  Free access, free distribution
  • 28. Programme to Strengthen National Plant Genetic Resource Capacities in Latin America Phase 1: 2012-2014 Seven tools focused on ex situ conservation User guides Three languages (Spanish, English, Portuguese) Two regional (Latin American) workshops Four national workshops (Cuba, Spain, Honduras, Uruguay) About 150 trained technicians
  • 29. Programme to Strengthen National Plant Genetic Resource Capacities in Latin America Phase 2: 2014-2016 Three new tools focused on in situ conservation User’s networks E-Learning methods Tools on server (internet connection required, no installation) One final regional (Latin America + Spain + Portugal) workshop Four national workshops
  • 30. Madrid, Spain, Nov 2013 Bogotá, Colombia, March 2013 Colonia, Uruguay, April 2014 Comayagua, Honduras, Nov 2013 Sancti Spitirus, Cuba, Sept 2013 Florianópolis, Brazil, May 2014 Birmingham, UK, Feb 2014