SlideShare a Scribd company logo
1 of 31
Download to read offline
The Integrated Breeding
Platform: Overview
Graham McLaren & Mark Sawkins
GCP-GRM
27th September 2013
Lisbon
Integrated Breeding Platform
 IBP - a one-stop-shop where breeders can access:
 Databases (germplasm, pedigree, phenotypic, genotypic
and environmental)
 A configurable workflow system (CWS)
 Logistics and data management tools
 Breeding planning and management tools
 Analytical tools
 Breeding decision support tools
 High throughput breeding services
 Support services to use these facilities
 Scientific network
 Deploy integrated breeding technology for
sustainability and development
http//www.integratedbreeding.net
Updates to the IBP Portal
• Change of the overall look and feel to match the IBWS
• The preliminary translation into Spanish, available
at https://www.integratedbreeding.net/es
• Numerous additions to our Biblio database, accessible
from the crop community pages and to our CB resources
and news pages
• Development of a dedicated download page for the IBWS
at https://www.integratedbreeding.net/integrated-
breeding-workflow-system-1
• Development of a page for flagship marker products for IB
at https://www.integratedbreeding.net/gcp-marker-
products-integrated-breeding
Integrated Breeding Multi-year Course
– IB-MYC
 3 years
 3 modules (Molecular breeding, Data
analysis, Data management)
 Target of 3 regions (WCA, ESA and S&SEA):
 Broad reach (GCP community and beyond)
 60 trainees per region
 Breeders (senior and junior)
 Master’s / PhD students
West & Central Africa East & Southern Africa
South & Southeast Asia
& Northern Africa
Benin 3 Burundi 1 Algeria 2
Burkina Faso 4 Ethiopia 11 Bangladesh 9
Cameroon 2 Kenya 16 China 10
Ghana 8 Malawi 5 India 22
Ivory coast 2 Mozambique 3 Indonesia 1
Mali 11 South Africa 2 Morocco 2
Niger 3 Tanzania 11 Nepal 1
Nigeria 13 Uganda 8 Pakistan 1
Senegal 8 Zambia 1 Philippines 2
Zimbabwe 4 Thailand 2
Tunisia 1
Vietnam 1
Totals 54 62 54
Participants to IB-MYC by country
# Crop
Region
Total
ESA WCA SSEA
1 Beans 19 — 1 20
2 Cassava 4 10 — 14
3 Chickpeas 8 — 15 23
4 Cowpeas 3 11 — 14
5 Groundnuts 7 3 8 18
6 Maize 11 5 4 20
7 Rice 4 12 11 27
8 Sorghum 4 11 — 15
9 Soya beans 1 1 2 4
10 Wheat 1 1 13 15
TOTALS
170
Participants to IB-MYC by crop
Required to complete successfully the assignments:
 Data management (generate its own database using
germplasm and phenotyping data)
 Statistics (Analyse data of its own experimentation)
 Molecular breeding (Describe steps of a MB project)
Trainee evaluation
From the 170 trainees:
 8 did not complete any assignment
 3 failed
 3 missing one assignment
 156 passed to Year2 (at least 2 successfully completed
assignments)
INSTALLINGThe Integrated Breeding Workflow System
GETTINGSTARTED
REGISTERING USERS
THE PROJECT DASHBOARD
CREATING PROJECTS
1. Select your crop
2. Choose a workflow
3. Specify project members
MARS Workflow
Project Planning
Plan MARS Timelines (3)
Browse Germplasm Information
Browse Studies and Datasets
Browse Germplasm Lists
Browse Genotyping Data
QTL SelectionPhenotypic Analysis
Single-Site Analysis for Local Datasets
Multi-Site Analysis
Breeding View Standalone (All Analyses)
Population Development
Import Germplasm Lists (1)
Manage Germplasm Lists (2)
Make Crosses
Manage Nurseries
Field Trial Management
Create Fieldbooks
Genotyping
Manage Genotyping Data
QTL Analysis
Breeding View Standalone (All Analyses)
Recombination Cycle
Manage Recombination Cycles (4)
Make Crosses
Manage Nurseries
Final Breeding Decision
Head-to-Head Query (coming soon)
1. Link invokes the Fieldbook with the Nursery Manager view
showing; link to import germplasm list is the first entry in the
menu.
2. Link leads to the List Browser tool in the Workbench
3. Link launches the freestanding Breeding Planner application
4. Launches OptiMAS
Conventional Breeding Workflow
Project Planning
Browse Germplasm Information
Browse Studies and Datasets
Browse Germplasm Lists
Browse Genotyping Data
Population Development
Import Germplasm Lists (1)
Manage Germplasm Lists (2)
Make Crosses
Manage Nurseries
Field Trial Management
Create Fieldbooks
Statistical Analysis
Single-Site Analysis for Local Datasets
Multi-Site Analysis
Breeding View Standalone (All Analyses)
Breeding Decision
Head-to-Head Query (coming soon)
1. Link invokes the Fieldbook with the Nursery Manager view
showing; link to import germplasm list is the first entry in the
menu.
2. Link leads to the List Browser tool in the Workbench
MAS Workflow
Project Planning
Browse Germplasm Information
Browse Studies and Datasets
Browse Germplasm Lists
Browse Genotyping Data
Population Development
Import Germplasm Lists (1)
Manage Germplasm Lists (2)
Make Crosses
Manage Nurseries
Field Trial Management
Create Fieldbooks
Statistical Analysis
Single-Site Analysis for Local Datasets
Multi-Site Analysis
Breeding View Standalone (All Analyses)
Breeding Decision
Head-to-Head Query (coming soon)
Genotyping
Manage Genotyping Data
1. Link invokes the Fieldbook with the Nursery Manager view
showing; link to import germplasm list is the first entry in the
menu.
2. Link leads to the List Browser tool in the Workbench
MABC Workflow
Project Planning
Plan MABC Timelines (3)
Browse Germplasm Information
Browse Studies and Datasets
Import Germplasm Lists (1)
Manage Germplasm Lists (2)
Browse Germplasm Lists
Browse Genotyping Data
Backcrossing
Manage MABC Data
Make Crosses
Manage Nurseries
Field Trial Management
Create Fieldbooks
Statistical Analysis
Single-Site Analysis for Local Datasets
Multi-Site Analysis
Breeding View Standalone (All Analyses)
Breeding Decision
Head-to-Head Query (coming soon)
Genotyping
Manage Genotyping Data
1. Link invokes the Fieldbook with the Nursery Manager view
showing; link to import germplasm list is the first entry in the
menu.
2. Link leads to the List Browser tool in the Workbench
3. Link launches the freestanding Breeding Planner application
All Tools Menu
Administration &
Configuration
Project Members
Backup Project
Restore From Backup File
Project Methods
Project Locations
Make a Crossing Template (4)
Data Management
Fieldbook
Genotyping Data Management
System (GDMS)
Project Planning
Molecular Breeding Planner
(MBP) (3)
Germplasm Browser
Germplasm List Browser
Study Browser
Analysis Pipeline
Single site analysis for Local Datasets
Multi-site Analysis for Local Datasets
Breeding View Standalone
(All Analyses, including QTL)
QTLxE Analysis (future?)
Breeding Management
Germplasm Import (1)
List Manager (2)
Crossing Manager
Nursery Manager
Decision Support
Molecular Breeding Decision Tool
(MBDT)
OptiMAS (Manage Recombination
Cycles)
Head-to-Head Query (coming soon)
1. Link invokes the Fieldbook with the Nursery Manager view showing; link to import germplasm list is the first
entry in the menu. Future item is to develop a management tool for other templates also.
2. Link leads to the List Browser tool in the Workbench
3. Link launches the freestanding Breeding Planner application
4. Leads to the Nursery File Template portion of the Crossing Manager
QueryTools
IBP Breeders’ Queries
Breeders’ Queries 1:
Head to head comparisons
Breeders Queries to come
• Query for Adapted Germplasm
• Find Trait Donors
• Data mining
• Check for stability
GERMPLSM IMPORT
Simplified
import
template
Wizard Process
1.Open the
template
2.Specify
germplasm
details
3.Save the
list
TheCrossingManager
IMPROVED LABEL PRINTING AND
INVENTORY MANAGEMENT
NurseryManager
MULTI-FACTORIAL TREATMENT
STRUCTURES SUPORTED
TheIBFieldbook

More Related Content

Viewers also liked

GRM 2011: KEYNOTE ADDRESS-3 --The Importance of Agricultural Data and Informa...
GRM 2011: KEYNOTE ADDRESS-3 --The Importance of Agricultural Data and Informa...GRM 2011: KEYNOTE ADDRESS-3 --The Importance of Agricultural Data and Informa...
GRM 2011: KEYNOTE ADDRESS-3 --The Importance of Agricultural Data and Informa...CGIAR Generation Challenge Programme
 
GRM 2011: Plant breeding at the West Africa Centre for Crop Improvement (WACCI)
GRM 2011: Plant breeding at the West Africa Centre for Crop Improvement (WACCI)GRM 2011: Plant breeding at the West Africa Centre for Crop Improvement (WACCI)
GRM 2011: Plant breeding at the West Africa Centre for Crop Improvement (WACCI)CGIAR Generation Challenge Programme
 
GRM 2011: Improving cassava to withstand drought and disease in Africa ‒ E Ok...
GRM 2011: Improving cassava to withstand drought and disease in Africa ‒ E Ok...GRM 2011: Improving cassava to withstand drought and disease in Africa ‒ E Ok...
GRM 2011: Improving cassava to withstand drought and disease in Africa ‒ E Ok...CGIAR Generation Challenge Programme
 
GRM 2011: KEYNOTE ADDRESS-2 -- Public–private-sector partnerships in agricult...
GRM 2011: KEYNOTE ADDRESS-2 -- Public–private-sector partnerships in agricult...GRM 2011: KEYNOTE ADDRESS-2 -- Public–private-sector partnerships in agricult...
GRM 2011: KEYNOTE ADDRESS-2 -- Public–private-sector partnerships in agricult...CGIAR Generation Challenge Programme
 
GRM 2011: Approaches, resources and tools for rice gene discovery and breeding
GRM 2011: Approaches, resources and tools for rice gene discovery and breedingGRM 2011: Approaches, resources and tools for rice gene discovery and breeding
GRM 2011: Approaches, resources and tools for rice gene discovery and breedingCGIAR Generation Challenge Programme
 
GRM 2011: Strengthening rice breeding in the Mekong -- A community of practice
GRM 2011: Strengthening rice breeding in the Mekong -- A community of practiceGRM 2011: Strengthening rice breeding in the Mekong -- A community of practice
GRM 2011: Strengthening rice breeding in the Mekong -- A community of practiceCGIAR Generation Challenge Programme
 
GRM 2011: KEYNOTE ADDRESS-1: Integrated Breeding: Impacts and Challenges on c...
GRM 2011: KEYNOTE ADDRESS-1: Integrated Breeding: Impacts and Challenges on c...GRM 2011: KEYNOTE ADDRESS-1: Integrated Breeding: Impacts and Challenges on c...
GRM 2011: KEYNOTE ADDRESS-1: Integrated Breeding: Impacts and Challenges on c...CGIAR Generation Challenge Programme
 
GRM 2013: Implementing MARS Project for drought tolerance and the Cassava Bre...
GRM 2013: Implementing MARS Project for drought tolerance and the Cassava Bre...GRM 2013: Implementing MARS Project for drought tolerance and the Cassava Bre...
GRM 2013: Implementing MARS Project for drought tolerance and the Cassava Bre...CGIAR Generation Challenge Programme
 
GRM 2013: Asian Maize Drought Tolerance (AMDROUT) Project -- BS Vivek
GRM 2013: Asian Maize Drought Tolerance (AMDROUT) Project -- BS VivekGRM 2013: Asian Maize Drought Tolerance (AMDROUT) Project -- BS Vivek
GRM 2013: Asian Maize Drought Tolerance (AMDROUT) Project -- BS VivekCGIAR Generation Challenge Programme
 
GRM 2013: Delivering drought tolerance to those who need it: From genetic res...
GRM 2013: Delivering drought tolerance to those who need it: From genetic res...GRM 2013: Delivering drought tolerance to those who need it: From genetic res...
GRM 2013: Delivering drought tolerance to those who need it: From genetic res...CGIAR Generation Challenge Programme
 
Mutations and mutagenesis MPH 19 1-15
Mutations and mutagenesis MPH 19 1-15Mutations and mutagenesis MPH 19 1-15
Mutations and mutagenesis MPH 19 1-15Yahya Noori, Ph.D
 

Viewers also liked (20)

GRM 2011: KEYNOTE ADDRESS-3 --The Importance of Agricultural Data and Informa...
GRM 2011: KEYNOTE ADDRESS-3 --The Importance of Agricultural Data and Informa...GRM 2011: KEYNOTE ADDRESS-3 --The Importance of Agricultural Data and Informa...
GRM 2011: KEYNOTE ADDRESS-3 --The Importance of Agricultural Data and Informa...
 
GRM 2011: Plant breeding at the West Africa Centre for Crop Improvement (WACCI)
GRM 2011: Plant breeding at the West Africa Centre for Crop Improvement (WACCI)GRM 2011: Plant breeding at the West Africa Centre for Crop Improvement (WACCI)
GRM 2011: Plant breeding at the West Africa Centre for Crop Improvement (WACCI)
 
GRM 2011: Improving cassava to withstand drought and disease in Africa ‒ E Ok...
GRM 2011: Improving cassava to withstand drought and disease in Africa ‒ E Ok...GRM 2011: Improving cassava to withstand drought and disease in Africa ‒ E Ok...
GRM 2011: Improving cassava to withstand drought and disease in Africa ‒ E Ok...
 
GRM 2011: GCP products and impact
GRM 2011: GCP products and impactGRM 2011: GCP products and impact
GRM 2011: GCP products and impact
 
GRM 2011: KEYNOTE ADDRESS-2 -- Public–private-sector partnerships in agricult...
GRM 2011: KEYNOTE ADDRESS-2 -- Public–private-sector partnerships in agricult...GRM 2011: KEYNOTE ADDRESS-2 -- Public–private-sector partnerships in agricult...
GRM 2011: KEYNOTE ADDRESS-2 -- Public–private-sector partnerships in agricult...
 
GRM2011: Improving bean productivity in Africa
GRM2011: Improving bean productivity in AfricaGRM2011: Improving bean productivity in Africa
GRM2011: Improving bean productivity in Africa
 
GRM 2011: Approaches, resources and tools for rice gene discovery and breeding
GRM 2011: Approaches, resources and tools for rice gene discovery and breedingGRM 2011: Approaches, resources and tools for rice gene discovery and breeding
GRM 2011: Approaches, resources and tools for rice gene discovery and breeding
 
GRM 2011: Strengthening rice breeding in the Mekong -- A community of practice
GRM 2011: Strengthening rice breeding in the Mekong -- A community of practiceGRM 2011: Strengthening rice breeding in the Mekong -- A community of practice
GRM 2011: Strengthening rice breeding in the Mekong -- A community of practice
 
GRM 2011: Practical application of markers for sorghum breeding
GRM 2011: Practical application of markers for sorghum breedingGRM 2011: Practical application of markers for sorghum breeding
GRM 2011: Practical application of markers for sorghum breeding
 
GRM 2011: KEYNOTE ADDRESS-1: Integrated Breeding: Impacts and Challenges on c...
GRM 2011: KEYNOTE ADDRESS-1: Integrated Breeding: Impacts and Challenges on c...GRM 2011: KEYNOTE ADDRESS-1: Integrated Breeding: Impacts and Challenges on c...
GRM 2011: KEYNOTE ADDRESS-1: Integrated Breeding: Impacts and Challenges on c...
 
GRM 2011: Sorghum Research Initiative progress report
GRM 2011: Sorghum Research Initiative progress reportGRM 2011: Sorghum Research Initiative progress report
GRM 2011: Sorghum Research Initiative progress report
 
GRM 2011: Phenotyping rice for drought tolerance
GRM 2011: Phenotyping rice for drought toleranceGRM 2011: Phenotyping rice for drought tolerance
GRM 2011: Phenotyping rice for drought tolerance
 
TLI 2012: Bean research workplan
TLI 2012: Bean research workplanTLI 2012: Bean research workplan
TLI 2012: Bean research workplan
 
TLI 2012: Data flows in integrated breeding
TLI 2012: Data flows in integrated breeding TLI 2012: Data flows in integrated breeding
TLI 2012: Data flows in integrated breeding
 
GRM 2013: Implementing MARS Project for drought tolerance and the Cassava Bre...
GRM 2013: Implementing MARS Project for drought tolerance and the Cassava Bre...GRM 2013: Implementing MARS Project for drought tolerance and the Cassava Bre...
GRM 2013: Implementing MARS Project for drought tolerance and the Cassava Bre...
 
Mutagenesis
MutagenesisMutagenesis
Mutagenesis
 
GRM 2013: Asian Maize Drought Tolerance (AMDROUT) Project -- BS Vivek
GRM 2013: Asian Maize Drought Tolerance (AMDROUT) Project -- BS VivekGRM 2013: Asian Maize Drought Tolerance (AMDROUT) Project -- BS Vivek
GRM 2013: Asian Maize Drought Tolerance (AMDROUT) Project -- BS Vivek
 
GRM 2013: Delivering drought tolerance to those who need it: From genetic res...
GRM 2013: Delivering drought tolerance to those who need it: From genetic res...GRM 2013: Delivering drought tolerance to those who need it: From genetic res...
GRM 2013: Delivering drought tolerance to those who need it: From genetic res...
 
Gene mapping
Gene mappingGene mapping
Gene mapping
 
Mutations and mutagenesis MPH 19 1-15
Mutations and mutagenesis MPH 19 1-15Mutations and mutagenesis MPH 19 1-15
Mutations and mutagenesis MPH 19 1-15
 

Similar to GRM 2013: The Integrated Breeding Platform: Overview -- G McLaren and M Sawkins

Integrated Breeding Platform (IBP): A user-friendly platform to implement the...
Integrated Breeding Platform (IBP): A user-friendly platform to implement the...Integrated Breeding Platform (IBP): A user-friendly platform to implement the...
Integrated Breeding Platform (IBP): A user-friendly platform to implement the...CGIAR Generation Challenge Programme
 
GRM 2014: Mark Sawkins on BMS functionalities and users
GRM 2014: Mark Sawkins on BMS functionalities and usersGRM 2014: Mark Sawkins on BMS functionalities and users
GRM 2014: Mark Sawkins on BMS functionalities and usersIntegrated Breeding Platform
 
PAG XXII 2014 – The Crop Ontology: A resource for enabling access to breeders...
PAG XXII 2014 – The Crop Ontology: A resource for enabling access to breeders...PAG XXII 2014 – The Crop Ontology: A resource for enabling access to breeders...
PAG XXII 2014 – The Crop Ontology: A resource for enabling access to breeders...CGIAR Generation Challenge Programme
 
Web services for sharing germplasm data sets, at FAO in Rome (2006)
Web services for sharing germplasm data sets, at FAO in Rome (2006)Web services for sharing germplasm data sets, at FAO in Rome (2006)
Web services for sharing germplasm data sets, at FAO in Rome (2006)Dag Endresen
 
Prototype Crop Wild Relatives Portal, at the IMC Meeting (2007)
Prototype Crop Wild Relatives Portal, at the IMC Meeting (2007)Prototype Crop Wild Relatives Portal, at the IMC Meeting (2007)
Prototype Crop Wild Relatives Portal, at the IMC Meeting (2007)Dag Endresen
 
Global Information Systems for Plant Genetic Resources (2009)
Global Information Systems for Plant Genetic Resources (2009)Global Information Systems for Plant Genetic Resources (2009)
Global Information Systems for Plant Genetic Resources (2009)Dag Endresen
 
Cool Informatics Tools and Services for Biomedical Research
Cool Informatics Tools and Services for Biomedical ResearchCool Informatics Tools and Services for Biomedical Research
Cool Informatics Tools and Services for Biomedical ResearchDavid Ruau
 
Tools for Metagenomics with 16S/ITS and Whole Genome Shotgun Sequences
Tools for Metagenomics with 16S/ITS and Whole Genome Shotgun SequencesTools for Metagenomics with 16S/ITS and Whole Genome Shotgun Sequences
Tools for Metagenomics with 16S/ITS and Whole Genome Shotgun SequencesSurya Saha
 
PAG 2015 - Accessing genotyping services for crop improvement in developing c...
PAG 2015 - Accessing genotyping services for crop improvement in developing c...PAG 2015 - Accessing genotyping services for crop improvement in developing c...
PAG 2015 - Accessing genotyping services for crop improvement in developing c...Integrated Breeding Platform
 
Ensembl Plants: Visualising, mining and analysing crop genomics data
Ensembl Plants: Visualising, mining and analysing crop  genomics dataEnsembl Plants: Visualising, mining and analysing crop  genomics data
Ensembl Plants: Visualising, mining and analysing crop genomics dataDan Bolser
 
Prototype germplasm data portal (2006)
Prototype germplasm data portal (2006)Prototype germplasm data portal (2006)
Prototype germplasm data portal (2006)Dag Endresen
 
Global Information Systems for Plant Genetic Resources, SeedNet training cour...
Global Information Systems for Plant Genetic Resources, SeedNet training cour...Global Information Systems for Plant Genetic Resources, SeedNet training cour...
Global Information Systems for Plant Genetic Resources, SeedNet training cour...Dag Endresen
 
Tanzania dairy genetics project: Identifying appropriate germplasm for smallh...
Tanzania dairy genetics project: Identifying appropriate germplasm for smallh...Tanzania dairy genetics project: Identifying appropriate germplasm for smallh...
Tanzania dairy genetics project: Identifying appropriate germplasm for smallh...ILRI
 
A federated search engine providing access to validated and organized "web" i...
A federated search engine providing access to validated and organized "web" i...A federated search engine providing access to validated and organized "web" i...
A federated search engine providing access to validated and organized "web" i...IAALD Community
 
Research Program Genetic Gains (RPGG) Review Meeting 2021: Update on Global o...
Research Program Genetic Gains (RPGG) Review Meeting 2021: Update on Global o...Research Program Genetic Gains (RPGG) Review Meeting 2021: Update on Global o...
Research Program Genetic Gains (RPGG) Review Meeting 2021: Update on Global o...ICRISAT
 

Similar to GRM 2013: The Integrated Breeding Platform: Overview -- G McLaren and M Sawkins (20)

GRM 2011: The Integrated Breeding Platform tools and services
GRM 2011: The Integrated Breeding Platform tools and servicesGRM 2011: The Integrated Breeding Platform tools and services
GRM 2011: The Integrated Breeding Platform tools and services
 
Integrated Breeding Platform (IBP): A user-friendly platform to implement the...
Integrated Breeding Platform (IBP): A user-friendly platform to implement the...Integrated Breeding Platform (IBP): A user-friendly platform to implement the...
Integrated Breeding Platform (IBP): A user-friendly platform to implement the...
 
GRM 2014: Mark Sawkins on BMS functionalities and users
GRM 2014: Mark Sawkins on BMS functionalities and usersGRM 2014: Mark Sawkins on BMS functionalities and users
GRM 2014: Mark Sawkins on BMS functionalities and users
 
Michael Reich, GenomeSpace Workshop, fged_seattle_2013
Michael Reich, GenomeSpace Workshop, fged_seattle_2013Michael Reich, GenomeSpace Workshop, fged_seattle_2013
Michael Reich, GenomeSpace Workshop, fged_seattle_2013
 
PAG XXII 2014 – The Crop Ontology: A resource for enabling access to breeders...
PAG XXII 2014 – The Crop Ontology: A resource for enabling access to breeders...PAG XXII 2014 – The Crop Ontology: A resource for enabling access to breeders...
PAG XXII 2014 – The Crop Ontology: A resource for enabling access to breeders...
 
Web services for sharing germplasm data sets, at FAO in Rome (2006)
Web services for sharing germplasm data sets, at FAO in Rome (2006)Web services for sharing germplasm data sets, at FAO in Rome (2006)
Web services for sharing germplasm data sets, at FAO in Rome (2006)
 
Prototype Crop Wild Relatives Portal, at the IMC Meeting (2007)
Prototype Crop Wild Relatives Portal, at the IMC Meeting (2007)Prototype Crop Wild Relatives Portal, at the IMC Meeting (2007)
Prototype Crop Wild Relatives Portal, at the IMC Meeting (2007)
 
Global Information Systems for Plant Genetic Resources (2009)
Global Information Systems for Plant Genetic Resources (2009)Global Information Systems for Plant Genetic Resources (2009)
Global Information Systems for Plant Genetic Resources (2009)
 
Cool Informatics Tools and Services for Biomedical Research
Cool Informatics Tools and Services for Biomedical ResearchCool Informatics Tools and Services for Biomedical Research
Cool Informatics Tools and Services for Biomedical Research
 
RTB at IITA - Background
RTB at IITA - BackgroundRTB at IITA - Background
RTB at IITA - Background
 
Tools for Metagenomics with 16S/ITS and Whole Genome Shotgun Sequences
Tools for Metagenomics with 16S/ITS and Whole Genome Shotgun SequencesTools for Metagenomics with 16S/ITS and Whole Genome Shotgun Sequences
Tools for Metagenomics with 16S/ITS and Whole Genome Shotgun Sequences
 
PAG 2015 - Accessing genotyping services for crop improvement in developing c...
PAG 2015 - Accessing genotyping services for crop improvement in developing c...PAG 2015 - Accessing genotyping services for crop improvement in developing c...
PAG 2015 - Accessing genotyping services for crop improvement in developing c...
 
Ensembl Plants: Visualising, mining and analysing crop genomics data
Ensembl Plants: Visualising, mining and analysing crop  genomics dataEnsembl Plants: Visualising, mining and analysing crop  genomics data
Ensembl Plants: Visualising, mining and analysing crop genomics data
 
Prototype germplasm data portal (2006)
Prototype germplasm data portal (2006)Prototype germplasm data portal (2006)
Prototype germplasm data portal (2006)
 
Global Information Systems for Plant Genetic Resources, SeedNet training cour...
Global Information Systems for Plant Genetic Resources, SeedNet training cour...Global Information Systems for Plant Genetic Resources, SeedNet training cour...
Global Information Systems for Plant Genetic Resources, SeedNet training cour...
 
agINFRA Germplasm metadata analysis
agINFRA Germplasm metadata analysisagINFRA Germplasm metadata analysis
agINFRA Germplasm metadata analysis
 
Tanzania dairy genetics project: Identifying appropriate germplasm for smallh...
Tanzania dairy genetics project: Identifying appropriate germplasm for smallh...Tanzania dairy genetics project: Identifying appropriate germplasm for smallh...
Tanzania dairy genetics project: Identifying appropriate germplasm for smallh...
 
IGAD_CODATA
IGAD_CODATAIGAD_CODATA
IGAD_CODATA
 
A federated search engine providing access to validated and organized "web" i...
A federated search engine providing access to validated and organized "web" i...A federated search engine providing access to validated and organized "web" i...
A federated search engine providing access to validated and organized "web" i...
 
Research Program Genetic Gains (RPGG) Review Meeting 2021: Update on Global o...
Research Program Genetic Gains (RPGG) Review Meeting 2021: Update on Global o...Research Program Genetic Gains (RPGG) Review Meeting 2021: Update on Global o...
Research Program Genetic Gains (RPGG) Review Meeting 2021: Update on Global o...
 

More from CGIAR Generation Challenge Programme

ARM 2008: Dissection, characterisation and utilisation of disease QTL -- R Ne...
ARM 2008: Dissection, characterisation and utilisation of disease QTL -- R Ne...ARM 2008: Dissection, characterisation and utilisation of disease QTL -- R Ne...
ARM 2008: Dissection, characterisation and utilisation of disease QTL -- R Ne...CGIAR Generation Challenge Programme
 
ARM 2007: Dissection, characterisation and utilisation of disease QTL -- R Ne...
ARM 2007: Dissection, characterisation and utilisation of disease QTL -- R Ne...ARM 2007: Dissection, characterisation and utilisation of disease QTL -- R Ne...
ARM 2007: Dissection, characterisation and utilisation of disease QTL -- R Ne...CGIAR Generation Challenge Programme
 
The Generation Challenge Programme: Lessons learnt relevant to CRPs, and the ...
The Generation Challenge Programme: Lessons learnt relevant to CRPs, and the ...The Generation Challenge Programme: Lessons learnt relevant to CRPs, and the ...
The Generation Challenge Programme: Lessons learnt relevant to CRPs, and the ...CGIAR Generation Challenge Programme
 
TLM III: : Improve common bean productivity for marginal environments in su...
TLM III: :   Improve common bean productivity for marginal environments in su...TLM III: :   Improve common bean productivity for marginal environments in su...
TLM III: : Improve common bean productivity for marginal environments in su...CGIAR Generation Challenge Programme
 
TLM III: Improve groundnut productivity for marginal environments from sub-Sa...
TLM III: Improve groundnut productivity for marginal environments from sub-Sa...TLM III: Improve groundnut productivity for marginal environments from sub-Sa...
TLM III: Improve groundnut productivity for marginal environments from sub-Sa...CGIAR Generation Challenge Programme
 
TLM III: Improve cowpea productivity for marginal environments in sub-Sahara...
TLM III: Improve cowpea productivity for marginal  environments in sub-Sahara...TLM III: Improve cowpea productivity for marginal  environments in sub-Sahara...
TLM III: Improve cowpea productivity for marginal environments in sub-Sahara...CGIAR Generation Challenge Programme
 
TLIII: Overview of TLII achievements, lessons and challenges for Phase III – ...
TLIII: Overview of TLII achievements, lessons and challenges for Phase III – ...TLIII: Overview of TLII achievements, lessons and challenges for Phase III – ...
TLIII: Overview of TLII achievements, lessons and challenges for Phase III – ...CGIAR Generation Challenge Programme
 
TLIII: Tropical Legumes I – Improving Tropical Legume Productivity for Margin...
TLIII: Tropical Legumes I – Improving Tropical Legume Productivity for Margin...TLIII: Tropical Legumes I – Improving Tropical Legume Productivity for Margin...
TLIII: Tropical Legumes I – Improving Tropical Legume Productivity for Margin...CGIAR Generation Challenge Programme
 
Adoption of modern breeding tools in developing countries: challenges and opp...
Adoption of modern breeding tools in developing countries: challenges and opp...Adoption of modern breeding tools in developing countries: challenges and opp...
Adoption of modern breeding tools in developing countries: challenges and opp...CGIAR Generation Challenge Programme
 
PAG XXII 2014 – Genomic resources applied to marker-assisted breeding in cowp...
PAG XXII 2014 – Genomic resources applied to marker-assisted breeding in cowp...PAG XXII 2014 – Genomic resources applied to marker-assisted breeding in cowp...
PAG XXII 2014 – Genomic resources applied to marker-assisted breeding in cowp...CGIAR Generation Challenge Programme
 
2011: Introduction to the CGIAR Generation Challenge Programme (GCP)
2011: Introduction to the CGIAR Generation Challenge Programme (GCP)2011: Introduction to the CGIAR Generation Challenge Programme (GCP)
2011: Introduction to the CGIAR Generation Challenge Programme (GCP)CGIAR Generation Challenge Programme
 
Working with diversity in international partnerships -- The GCP experience --...
Working with diversity in international partnerships -- The GCP experience --...Working with diversity in international partnerships -- The GCP experience --...
Working with diversity in international partnerships -- The GCP experience --...CGIAR Generation Challenge Programme
 
GRM 2013: Improving rice productivity in lowland ecosystems of Burkina Faso, ...
GRM 2013: Improving rice productivity in lowland ecosystems of Burkina Faso, ...GRM 2013: Improving rice productivity in lowland ecosystems of Burkina Faso, ...
GRM 2013: Improving rice productivity in lowland ecosystems of Burkina Faso, ...CGIAR Generation Challenge Programme
 
GRM 2013: Improving sorghum productivity in semi-arid environments of Mali th...
GRM 2013: Improving sorghum productivity in semi-arid environments of Mali th...GRM 2013: Improving sorghum productivity in semi-arid environments of Mali th...
GRM 2013: Improving sorghum productivity in semi-arid environments of Mali th...CGIAR Generation Challenge Programme
 
GRM 2013: Wheat product catalogue and project status -- Projects ongoing, com...
GRM 2013: Wheat product catalogue and project status -- Projects ongoing, com...GRM 2013: Wheat product catalogue and project status -- Projects ongoing, com...
GRM 2013: Wheat product catalogue and project status -- Projects ongoing, com...CGIAR Generation Challenge Programme
 
GRM 2013: Sorghum product catalogue and project status -- Projects ongoing, c...
GRM 2013: Sorghum product catalogue and project status -- Projects ongoing, c...GRM 2013: Sorghum product catalogue and project status -- Projects ongoing, c...
GRM 2013: Sorghum product catalogue and project status -- Projects ongoing, c...CGIAR Generation Challenge Programme
 
GRM 2013: Rice product catalogue and project status -- Projects ongoing, comp...
GRM 2013: Rice product catalogue and project status -- Projects ongoing, comp...GRM 2013: Rice product catalogue and project status -- Projects ongoing, comp...
GRM 2013: Rice product catalogue and project status -- Projects ongoing, comp...CGIAR Generation Challenge Programme
 
GRM 2013: Status of maize projects in the Comparative Genomics Research Init...
 GRM 2013: Status of maize projects in the Comparative Genomics Research Init... GRM 2013: Status of maize projects in the Comparative Genomics Research Init...
GRM 2013: Status of maize projects in the Comparative Genomics Research Init...CGIAR Generation Challenge Programme
 

More from CGIAR Generation Challenge Programme (20)

Capacity Building: Gain or Drain? J-M Ribaut, F Okono and NN Diop
Capacity Building: Gain or Drain? J-M Ribaut, F Okono and NN DiopCapacity Building: Gain or Drain? J-M Ribaut, F Okono and NN Diop
Capacity Building: Gain or Drain? J-M Ribaut, F Okono and NN Diop
 
ARM 2008: Dissection, characterisation and utilisation of disease QTL -- R Ne...
ARM 2008: Dissection, characterisation and utilisation of disease QTL -- R Ne...ARM 2008: Dissection, characterisation and utilisation of disease QTL -- R Ne...
ARM 2008: Dissection, characterisation and utilisation of disease QTL -- R Ne...
 
ARM 2007: Dissection, characterisation and utilisation of disease QTL -- R Ne...
ARM 2007: Dissection, characterisation and utilisation of disease QTL -- R Ne...ARM 2007: Dissection, characterisation and utilisation of disease QTL -- R Ne...
ARM 2007: Dissection, characterisation and utilisation of disease QTL -- R Ne...
 
The Generation Challenge Programme: Lessons learnt relevant to CRPs, and the ...
The Generation Challenge Programme: Lessons learnt relevant to CRPs, and the ...The Generation Challenge Programme: Lessons learnt relevant to CRPs, and the ...
The Generation Challenge Programme: Lessons learnt relevant to CRPs, and the ...
 
Lessons learnt from the GCP experience – J-M Ribaut
Lessons learnt from the GCP experience – J-M RibautLessons learnt from the GCP experience – J-M Ribaut
Lessons learnt from the GCP experience – J-M Ribaut
 
TLM III: : Improve common bean productivity for marginal environments in su...
TLM III: :   Improve common bean productivity for marginal environments in su...TLM III: :   Improve common bean productivity for marginal environments in su...
TLM III: : Improve common bean productivity for marginal environments in su...
 
TLM III: Improve groundnut productivity for marginal environments from sub-Sa...
TLM III: Improve groundnut productivity for marginal environments from sub-Sa...TLM III: Improve groundnut productivity for marginal environments from sub-Sa...
TLM III: Improve groundnut productivity for marginal environments from sub-Sa...
 
TLM III: Improve cowpea productivity for marginal environments in sub-Sahara...
TLM III: Improve cowpea productivity for marginal  environments in sub-Sahara...TLM III: Improve cowpea productivity for marginal  environments in sub-Sahara...
TLM III: Improve cowpea productivity for marginal environments in sub-Sahara...
 
TLIII: Overview of TLII achievements, lessons and challenges for Phase III – ...
TLIII: Overview of TLII achievements, lessons and challenges for Phase III – ...TLIII: Overview of TLII achievements, lessons and challenges for Phase III – ...
TLIII: Overview of TLII achievements, lessons and challenges for Phase III – ...
 
TLIII: Tropical Legumes I – Improving Tropical Legume Productivity for Margin...
TLIII: Tropical Legumes I – Improving Tropical Legume Productivity for Margin...TLIII: Tropical Legumes I – Improving Tropical Legume Productivity for Margin...
TLIII: Tropical Legumes I – Improving Tropical Legume Productivity for Margin...
 
Adoption of modern breeding tools in developing countries: challenges and opp...
Adoption of modern breeding tools in developing countries: challenges and opp...Adoption of modern breeding tools in developing countries: challenges and opp...
Adoption of modern breeding tools in developing countries: challenges and opp...
 
PAG XXII 2014 – Genomic resources applied to marker-assisted breeding in cowp...
PAG XXII 2014 – Genomic resources applied to marker-assisted breeding in cowp...PAG XXII 2014 – Genomic resources applied to marker-assisted breeding in cowp...
PAG XXII 2014 – Genomic resources applied to marker-assisted breeding in cowp...
 
2011: Introduction to the CGIAR Generation Challenge Programme (GCP)
2011: Introduction to the CGIAR Generation Challenge Programme (GCP)2011: Introduction to the CGIAR Generation Challenge Programme (GCP)
2011: Introduction to the CGIAR Generation Challenge Programme (GCP)
 
Working with diversity in international partnerships -- The GCP experience --...
Working with diversity in international partnerships -- The GCP experience --...Working with diversity in international partnerships -- The GCP experience --...
Working with diversity in international partnerships -- The GCP experience --...
 
GRM 2013: Improving rice productivity in lowland ecosystems of Burkina Faso, ...
GRM 2013: Improving rice productivity in lowland ecosystems of Burkina Faso, ...GRM 2013: Improving rice productivity in lowland ecosystems of Burkina Faso, ...
GRM 2013: Improving rice productivity in lowland ecosystems of Burkina Faso, ...
 
GRM 2013: Improving sorghum productivity in semi-arid environments of Mali th...
GRM 2013: Improving sorghum productivity in semi-arid environments of Mali th...GRM 2013: Improving sorghum productivity in semi-arid environments of Mali th...
GRM 2013: Improving sorghum productivity in semi-arid environments of Mali th...
 
GRM 2013: Wheat product catalogue and project status -- Projects ongoing, com...
GRM 2013: Wheat product catalogue and project status -- Projects ongoing, com...GRM 2013: Wheat product catalogue and project status -- Projects ongoing, com...
GRM 2013: Wheat product catalogue and project status -- Projects ongoing, com...
 
GRM 2013: Sorghum product catalogue and project status -- Projects ongoing, c...
GRM 2013: Sorghum product catalogue and project status -- Projects ongoing, c...GRM 2013: Sorghum product catalogue and project status -- Projects ongoing, c...
GRM 2013: Sorghum product catalogue and project status -- Projects ongoing, c...
 
GRM 2013: Rice product catalogue and project status -- Projects ongoing, comp...
GRM 2013: Rice product catalogue and project status -- Projects ongoing, comp...GRM 2013: Rice product catalogue and project status -- Projects ongoing, comp...
GRM 2013: Rice product catalogue and project status -- Projects ongoing, comp...
 
GRM 2013: Status of maize projects in the Comparative Genomics Research Init...
 GRM 2013: Status of maize projects in the Comparative Genomics Research Init... GRM 2013: Status of maize projects in the Comparative Genomics Research Init...
GRM 2013: Status of maize projects in the Comparative Genomics Research Init...
 

Recently uploaded

Dev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebDev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebUiPathCommunity
 
Connect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationConnect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationSlibray Presentation
 
The Future of Software Development - Devin AI Innovative Approach.pdf
The Future of Software Development - Devin AI Innovative Approach.pdfThe Future of Software Development - Devin AI Innovative Approach.pdf
The Future of Software Development - Devin AI Innovative Approach.pdfSeasiaInfotech2
 
"Federated learning: out of reach no matter how close",Oleksandr Lapshyn
"Federated learning: out of reach no matter how close",Oleksandr Lapshyn"Federated learning: out of reach no matter how close",Oleksandr Lapshyn
"Federated learning: out of reach no matter how close",Oleksandr LapshynFwdays
 
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage CostLeverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage CostZilliz
 
Artificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptxArtificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptxhariprasad279825
 
Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 3652toLead Limited
 
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)Wonjun Hwang
 
My Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationMy Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationRidwan Fadjar
 
SAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxSAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxNavinnSomaal
 
CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):comworks
 
Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Enterprise Knowledge
 
Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Scott Keck-Warren
 
Powerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time ClashPowerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time Clashcharlottematthew16
 
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Mark Simos
 
Human Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR SystemsHuman Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR SystemsMark Billinghurst
 
DevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenDevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenHervé Boutemy
 
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek SchlawackFwdays
 

Recently uploaded (20)

Dev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebDev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio Web
 
Connect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationConnect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck Presentation
 
The Future of Software Development - Devin AI Innovative Approach.pdf
The Future of Software Development - Devin AI Innovative Approach.pdfThe Future of Software Development - Devin AI Innovative Approach.pdf
The Future of Software Development - Devin AI Innovative Approach.pdf
 
"Federated learning: out of reach no matter how close",Oleksandr Lapshyn
"Federated learning: out of reach no matter how close",Oleksandr Lapshyn"Federated learning: out of reach no matter how close",Oleksandr Lapshyn
"Federated learning: out of reach no matter how close",Oleksandr Lapshyn
 
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage CostLeverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
 
Artificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptxArtificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptx
 
Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365
 
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
Bun (KitWorks Team Study 노별마루 발표 2024.4.22)
 
My Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationMy Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 Presentation
 
SAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxSAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptx
 
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptxE-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
 
CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):
 
Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024
 
Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024
 
Powerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time ClashPowerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time Clash
 
DMCC Future of Trade Web3 - Special Edition
DMCC Future of Trade Web3 - Special EditionDMCC Future of Trade Web3 - Special Edition
DMCC Future of Trade Web3 - Special Edition
 
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
 
Human Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR SystemsHuman Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR Systems
 
DevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenDevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache Maven
 
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
 

GRM 2013: The Integrated Breeding Platform: Overview -- G McLaren and M Sawkins

  • 1. The Integrated Breeding Platform: Overview Graham McLaren & Mark Sawkins GCP-GRM 27th September 2013 Lisbon
  • 2. Integrated Breeding Platform  IBP - a one-stop-shop where breeders can access:  Databases (germplasm, pedigree, phenotypic, genotypic and environmental)  A configurable workflow system (CWS)  Logistics and data management tools  Breeding planning and management tools  Analytical tools  Breeding decision support tools  High throughput breeding services  Support services to use these facilities  Scientific network  Deploy integrated breeding technology for sustainability and development
  • 4. Updates to the IBP Portal • Change of the overall look and feel to match the IBWS • The preliminary translation into Spanish, available at https://www.integratedbreeding.net/es • Numerous additions to our Biblio database, accessible from the crop community pages and to our CB resources and news pages • Development of a dedicated download page for the IBWS at https://www.integratedbreeding.net/integrated- breeding-workflow-system-1 • Development of a page for flagship marker products for IB at https://www.integratedbreeding.net/gcp-marker- products-integrated-breeding
  • 5. Integrated Breeding Multi-year Course – IB-MYC  3 years  3 modules (Molecular breeding, Data analysis, Data management)  Target of 3 regions (WCA, ESA and S&SEA):  Broad reach (GCP community and beyond)  60 trainees per region  Breeders (senior and junior)  Master’s / PhD students
  • 6. West & Central Africa East & Southern Africa South & Southeast Asia & Northern Africa Benin 3 Burundi 1 Algeria 2 Burkina Faso 4 Ethiopia 11 Bangladesh 9 Cameroon 2 Kenya 16 China 10 Ghana 8 Malawi 5 India 22 Ivory coast 2 Mozambique 3 Indonesia 1 Mali 11 South Africa 2 Morocco 2 Niger 3 Tanzania 11 Nepal 1 Nigeria 13 Uganda 8 Pakistan 1 Senegal 8 Zambia 1 Philippines 2 Zimbabwe 4 Thailand 2 Tunisia 1 Vietnam 1 Totals 54 62 54 Participants to IB-MYC by country
  • 7. # Crop Region Total ESA WCA SSEA 1 Beans 19 — 1 20 2 Cassava 4 10 — 14 3 Chickpeas 8 — 15 23 4 Cowpeas 3 11 — 14 5 Groundnuts 7 3 8 18 6 Maize 11 5 4 20 7 Rice 4 12 11 27 8 Sorghum 4 11 — 15 9 Soya beans 1 1 2 4 10 Wheat 1 1 13 15 TOTALS 170 Participants to IB-MYC by crop
  • 8. Required to complete successfully the assignments:  Data management (generate its own database using germplasm and phenotyping data)  Statistics (Analyse data of its own experimentation)  Molecular breeding (Describe steps of a MB project) Trainee evaluation From the 170 trainees:  8 did not complete any assignment  3 failed  3 missing one assignment  156 passed to Year2 (at least 2 successfully completed assignments)
  • 13. CREATING PROJECTS 1. Select your crop 2. Choose a workflow 3. Specify project members
  • 14. MARS Workflow Project Planning Plan MARS Timelines (3) Browse Germplasm Information Browse Studies and Datasets Browse Germplasm Lists Browse Genotyping Data QTL SelectionPhenotypic Analysis Single-Site Analysis for Local Datasets Multi-Site Analysis Breeding View Standalone (All Analyses) Population Development Import Germplasm Lists (1) Manage Germplasm Lists (2) Make Crosses Manage Nurseries Field Trial Management Create Fieldbooks Genotyping Manage Genotyping Data QTL Analysis Breeding View Standalone (All Analyses) Recombination Cycle Manage Recombination Cycles (4) Make Crosses Manage Nurseries Final Breeding Decision Head-to-Head Query (coming soon) 1. Link invokes the Fieldbook with the Nursery Manager view showing; link to import germplasm list is the first entry in the menu. 2. Link leads to the List Browser tool in the Workbench 3. Link launches the freestanding Breeding Planner application 4. Launches OptiMAS
  • 15. Conventional Breeding Workflow Project Planning Browse Germplasm Information Browse Studies and Datasets Browse Germplasm Lists Browse Genotyping Data Population Development Import Germplasm Lists (1) Manage Germplasm Lists (2) Make Crosses Manage Nurseries Field Trial Management Create Fieldbooks Statistical Analysis Single-Site Analysis for Local Datasets Multi-Site Analysis Breeding View Standalone (All Analyses) Breeding Decision Head-to-Head Query (coming soon) 1. Link invokes the Fieldbook with the Nursery Manager view showing; link to import germplasm list is the first entry in the menu. 2. Link leads to the List Browser tool in the Workbench
  • 16. MAS Workflow Project Planning Browse Germplasm Information Browse Studies and Datasets Browse Germplasm Lists Browse Genotyping Data Population Development Import Germplasm Lists (1) Manage Germplasm Lists (2) Make Crosses Manage Nurseries Field Trial Management Create Fieldbooks Statistical Analysis Single-Site Analysis for Local Datasets Multi-Site Analysis Breeding View Standalone (All Analyses) Breeding Decision Head-to-Head Query (coming soon) Genotyping Manage Genotyping Data 1. Link invokes the Fieldbook with the Nursery Manager view showing; link to import germplasm list is the first entry in the menu. 2. Link leads to the List Browser tool in the Workbench
  • 17. MABC Workflow Project Planning Plan MABC Timelines (3) Browse Germplasm Information Browse Studies and Datasets Import Germplasm Lists (1) Manage Germplasm Lists (2) Browse Germplasm Lists Browse Genotyping Data Backcrossing Manage MABC Data Make Crosses Manage Nurseries Field Trial Management Create Fieldbooks Statistical Analysis Single-Site Analysis for Local Datasets Multi-Site Analysis Breeding View Standalone (All Analyses) Breeding Decision Head-to-Head Query (coming soon) Genotyping Manage Genotyping Data 1. Link invokes the Fieldbook with the Nursery Manager view showing; link to import germplasm list is the first entry in the menu. 2. Link leads to the List Browser tool in the Workbench 3. Link launches the freestanding Breeding Planner application
  • 18. All Tools Menu Administration & Configuration Project Members Backup Project Restore From Backup File Project Methods Project Locations Make a Crossing Template (4) Data Management Fieldbook Genotyping Data Management System (GDMS) Project Planning Molecular Breeding Planner (MBP) (3) Germplasm Browser Germplasm List Browser Study Browser Analysis Pipeline Single site analysis for Local Datasets Multi-site Analysis for Local Datasets Breeding View Standalone (All Analyses, including QTL) QTLxE Analysis (future?) Breeding Management Germplasm Import (1) List Manager (2) Crossing Manager Nursery Manager Decision Support Molecular Breeding Decision Tool (MBDT) OptiMAS (Manage Recombination Cycles) Head-to-Head Query (coming soon) 1. Link invokes the Fieldbook with the Nursery Manager view showing; link to import germplasm list is the first entry in the menu. Future item is to develop a management tool for other templates also. 2. Link leads to the List Browser tool in the Workbench 3. Link launches the freestanding Breeding Planner application 4. Leads to the Nursery File Template portion of the Crossing Manager
  • 20.
  • 21.
  • 22.
  • 23. IBP Breeders’ Queries Breeders’ Queries 1: Head to head comparisons
  • 24. Breeders Queries to come • Query for Adapted Germplasm • Find Trait Donors • Data mining • Check for stability
  • 25.
  • 29.
  • 30. IMPROVED LABEL PRINTING AND INVENTORY MANAGEMENT NurseryManager