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I L R I C A M P U S , A D D I S A B A B A E T H I O P I A
NOVEMBER 21, 2016
First Workshop for IT Staff
on Barcodes and GRIN-Global
Edwin Rojas (CIP)
Genebank Data System Manager
CIP Genebank IT Overview
Agenda
• Genebank Environment
• Barcode KIT Components
• Use Cases with Barcode KIT
• CIP Barcode KIT: Evolution & Status
• More Mobile Devices
Developers wants to be a code Ninja?
Do you see anyone sitting down in Genebank?
Key Solution: Use Barcode KIT to Improve data collection & capture data where activities occur
Cold Chambers/
Laboratories
Greenhouses Field
Genebank Environment: Where do they work ?
Genebank Environment: How does it happen ?
How many patterns do you see ?
Key Solution: Use the power of automatation throught mobile computing
To increase Genebank visibility and facilitate Germplasm Tracking/Monitoring
• Recurring operations
• Labor intensive: read/write in various stages
• Many labs & units coordinating
• Activities dependency
Agenda
• Genebank Environment
• Barcode KIT Components
• CIP Barcode KIT: Evolution & Status
• Use Cases with Barcode KIT
• More Mobile Devices
The barcode KIT refers to the components of a identification system needed to
implement a barcode system for automatic identification and data collection based in
a mobile solution. Rojas, E. (2006)
For Data Collection, Data Query and Print Barcodes Labels
Innovation to improve Genebank activities, providing cutting edge technology
Barcode KIT Components:
For Laboratory and Greenhouses
Barcode KIT Components:
For Laboratory and Greenhouses
Motorola MC67NA: WiFi, 3.5 inch, 8MP,
Windows Mobile 6.5 Zebra TC51: WiFi, 5 inch,
13MP, Android Zebra ET50NE: WiFi, 8 or 10 inch,
8MP, Windos 8.1 or Windows 10
Motorola MC9590-K: WiFi, 3.7 inch,
3MP, Windows Mobile 6.5
RFID Labels can be printer with a barcode
RFID Components
RFID is an identification system that use radio frequency, RFID labels receive and transmit radio
signals.
RFID labels can send instant alerts if a germplasm is moved out of a location.
RFID improve tracking greatly reducing the time spent searching the germplasm
because they say I am in that location or NOT.
Agenda
• Genebank Environment
• Barcode KIT Components
• Use Cases with Barcode KIT
• CIP Barcode KIT: Evolution & Status
• More Mobile Devices
Use case with Barcode KIT: Cryo Conservation
Label Content:
Computer readable (barcode): Lot Id (numeric)
Human readable: AccNumb, Lot Id, Dates of process
Software type: On Line
- Print instead writing on labels to
eliminate pen-based procedures.
- Scan instead reading labels to eliminate
delays and reduce human errors
Use case with Barcode KIT: Producing seeds by crossing
flowers in greenhouses.
Label Content:
Computer readable (barcode): Lot Id (numeric)
Human readable: AccNumb, Lot Id, ColNumber, SPP,
Dates of process
Software type: On Line
Use case with Barcode KIT: Chemicals & Supplies Inventory
Label Content:
Computer readable (barcode): Lot Id (Numeric)
Human readable: Lot Id, Product name, date
expiration,
manufacture
Software type: On Line
- Alerts when stocks are low or end
- Who use, when and quantity
- Search and query inventory
Barcode
Scanner
Use case with Barcode KIT: Herbarium collection
Label Content:
Computer readable (barcode): ColNumber
Human readable: AccNumb, ColNumber,
Plot, Date
Software type: Off Line
Label Content:
Computer readable (barcode): ColNumber
Human readable: AccNumb, ColNumber,
Plot, Date
Software type: Off Line
Use case with Barcode KIT: Herbarium collection
Label Content:
Computer readable (barcode): Shelf number
Human readable: Shelf number
Software type: On Line
Label Content:
Barcode: Lot Id
Human readable: Lot Id, accession number, accession name,
spp, date collected, plot number
Software type: On Line
Use case with Barcode KIT: In Vitro Conservation
Label Content:
Computer readable (barcode): Lot Id + Medium Id
Human readable: AccNumb, Lot Id, Medium, AcceName,
Collecting Number, Crop Abr., Taxon Abr., Breeder Code,
Date Regeneration, Health Status, Staff Id
Software type: On Line
- Print instead writing on labels to
eliminate pen-based procedures.
- Scan instead reading labels to eliminate
delays and reduce human errors
Use case with Barcode KIT: In Vitro Conservation
Use case with Barcode KIT: In Vitro Conservation
Label Content:
Computer readable (barcode): Location Number
Human readable: Location Number
Software type: On Line
Use case with Barcode KIT:
Greenhouse Diagnosis
Label Content:
Computer readable (barcode): Lot Id + Medium Id
Human readable: AccNumb, Lot Id, Medium, AcceName,
Collecting Number, Crop Abr., Taxon Abr., Breeder Code,
Date Regeneration, Health Status, Staff Id
Software type: On Line
Use case with Barcode KIT:
Greenhouse Diagnosis
Automation of daily procedures increases efficiency
and allow personnel to be employed in other activities.
Use case with Barcode KIT: Seed Conservation
Label Content:
Computer readable (barcode): Lot Id
Human readable: AccNumb, Lot Id, AcceName,
Collecting Number, Crop Abr., Taxon Abr., Breeder Code,
Date Regeneration, Staff Id
Software type: On Line
Use case with Barcode KIT: Seed Conservation
Label Content:
Computer readable (barcode): Location Number
Human readable: Location Number
Software type: On Line
Use case with Barcode KIT: Seed Conservation
Barcode increase accuracy by reducing the
likelihood of human errors from:
• Mislabeled (when write on labels)
• Misread germplasm ID (when read labels)
Use case with Barcode KIT: Seed Conservation
Use Case with Barcode KIT:
Field Conservation
Label Content:
Computer readable (barcode): AccNumb, Plot
Human readable: AccNumb, Plot, AcceName,
Collecting Number, Crop Abr., Taxon Abr., Breeder Code,
Date Sowing, Location Name
Software type: Off Line
Use Case with Barcode KIT:
DNA Storage
Label Content:
Computer readable (barcode): Location Number
Human readable: Location Number
Software type: On Line
Use Case with Barcode KIT:
DNA Storage
Label Content:
Computer readable (barcode): Lot Id
Human readable: Lot Id
Software type: On Line
Use case with Barcode KIT:
Sweetpotato Field Trials
Automation of daily procedures increases
efficiency and allow personnel to be employed
in other activities.
Use case with Barcode KIT:
Sweetpotato Field Trials Harvesting
Label Content:
Computer readable (barcode): Breeder Code, Plot, Repetition
Human readable: Breeder Code, Plot, Repetition,
Crop Abr., Date Sowing, Location Name, Trial Name
Software type: Off Line
Breeder code = Genotype name
Use case with Barcode KIT:
Sweetpotato Field Trials Harvesting
Use case with Barcode KIT:
In Vitro Potato GMOs
Use case with Barcode KIT:
In Vitro Potato GMOs
Label Content:
Computer readable (barcode): Lot Id + Medium Id
Human readable: AccNumb, Lot Id, Medium, AcceName,
Crop Abr., Biosafty Code,
Date Regeneration, Health Status, Staff Id
Software type: On Line
Use case with Barcode KIT:
In Vitro Potato GMOs
Label Content:
Computer readable (barcode): Location Number
Human readable: Location Number
Software type: On Line
Use case with Barcode KIT:
In Vitro Potato GMOs
Use case with Barcode KIT:
Forages Seed Pre-Germination Label Content:
Computer readable (barcode): AccNumb, Lot
Human readable: AccNumb, Lot , Taxon Name,
Date, Internal Request Number
Software type: Off Line
Use case with Barcode KIT:
Forages Seed Pre-Germination
Use case with Barcode KIT:
Forages Seed Pre-Germination
Use case with Barcode KIT:
Forages Seed Pre-Germination
Use case with Barcode KIT:
Forages Seed Dispatch
Label Content:
Computer readable (barcode): AccNumb, Lot
Human readable: AccNumb, Lot , Taxon Name,
Date, Field Name, Plot, FAO status
Software type: On Line
Use case with Barcode KIT:
Forages Seed Dispatch
Agenda
• Genebank Environment
• Barcode KIT Components
• Use Cases with Barcode KIT
• CIP Barcode KIT: Evolution & Status
• More Mobile Devices
Technologies for Systems Identification
Which Technology is best for Genebank ?
Lower
Higher
$
GPS
(Wide Area)
Barcode
(1D & 2D)
Passive RFID
(Short Range)
Selecting a Properly Identification System
One thousand labels:
with RFID: 150 dollars
with Barcode: 7 dollars
Active RFID
(Local Area)
Read/Detection Range
Movement
Cars, Trucks, Ships
Containers
Truck Trailers, Pallets
Genetic Resources
Seeds, Tubers, In Vitro,
DNA, Herbarium, Cryo
Genetic Resources
In Vitro, Samples In Labs.
CIP Barcode KIT: Evolution & Status
Hardware and Software Evolution in CIP
First Pilot for
In Vitro Potato
2000
Infrastructure
Design for all In vitro
& Greenhouse
2003 January
Infrastructure
for all In vitro
& Lima-Greenhouse
2003 November
Mobile
Applications
2004
Improve Infrastructure
and Wireless
Covertures
2005-2006
Improve Infrastructure,
Wireless Covertures,
Barcodes & more
Apps.
2010 2012-2015
Extend barcode KIT
CIP Regional Offices
Other Genebanks
CIP Genebank Inventory
25 PocketPC + 5 TabletPC
12 Desktop Barcode Printers
7 Mobile Barcode Printers
7 Handheld scanners
1 Million labels per year
2016
Build Cross platform
applications
CIP Barcode KIT: Evolution & Status
CIP Status 2015, Peru - Headquater
Barcode PocketPCs LAN Wireless
Potato Sweetpotato ARTCCrop/Areas
In vitro
Chamber
Cold Chamber
for Seeds
Cold Chamber
for Tubers
Greenhouses
Field
Pending Pending Pending
Laboratories
(DNA, Cryo, Herbarium)
CIP Barcode KIT: Evolution & Status
CIP Status 2015, Peru – Experimental Station
Barcode PocketPCs LAN Wireless
Potato Sweetpotato ARTCCrop/Areas
In vitro
Chamber
Tuber Storage
Room
Greenhouses
Field
Pending Pending PendingPending
CIP Barcode KIT: Evolution & Status
CIP Status 2015, Regional Office. Kenya, Ghana, Mozambique & Uganda
Barcode PocketPCs LAN Wireless
Potato Sweetpotato ARTCCrop/Areas
In vitro
Chamber
(PQS - Kenya)
Laboratories
(CIP BecA - Kenya)
Field
(Ghana, Uganda &
Mozambique)
Pending
PendingPending Pending
Pending Pending Pending
Pending
PC & Handheld
scanner
PC & Handheld
scanner
PC & Handheld
scanner
Agenda
• Genebank Environment
• Barcode KIT Components
• Use Cases with Barcode KIT
• CIP Barcode KIT: Evolution & Status
• More Mobile Devices
More Mobile Devices
Technology Companies Acquisitions & OS Evolution for Rugged Devices
OS: Windows 8.1, Android
Language Programing: ZPL II
Zebra: Handheld computers &
Barcode Printers
2014
OS: Windows CE or Windows PocketPC
Language Programing: ZPL I, ZPL II,EPL
Symbol: Handheld computers
Zebra: Barcode Printers
2000-2007
OS: Windows Mobile
Language Programing: ZPL II
Motorola: Handheld computers
Zebra: Barcode Printers
2007-2014
More Mobile Devices
More Mobile Devices
More code more complex
More Mobile Devices
Solution: Use an IT development environment that support cross platform devolping apps with
native support.
Xamarin Studio
for PC or MAC
Write application code once, and it runs on multiple platforms = iOS, Windows, Android,....
Visual Studio
for PC or MAC
(Community Edition 2015 with update 3)
https://www.visualstudio.com/vs/visual-studio-mac/
Thanks
and Spark your Imagination !
The International Potato Center (known by its Spanish acronym CIP) is
a research-for-development organization with a focus on potato, sweetpotato,
and Andean roots and tubers. CIP is dedicated to delivering sustainable
science-based solutions to the pressing world issues of hunger, poverty,
gender equity, climate change and the preservation of our Earth’s fragile
biodiversity and natural resources.
www.cipotato.org
CIP is a member of CGIAR
CGIAR is a global agriculture research partnership for a food secure future. Its
science is carried out by the 15 research centers who are members of the
CGIAR Consortium in collaboration with hundreds of partner organizations.
www.cgiar.org

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Workshop 2016 Genebank IT Overview

  • 1. I L R I C A M P U S , A D D I S A B A B A E T H I O P I A NOVEMBER 21, 2016 First Workshop for IT Staff on Barcodes and GRIN-Global Edwin Rojas (CIP) Genebank Data System Manager CIP Genebank IT Overview
  • 2. Agenda • Genebank Environment • Barcode KIT Components • Use Cases with Barcode KIT • CIP Barcode KIT: Evolution & Status • More Mobile Devices
  • 3.
  • 4. Developers wants to be a code Ninja?
  • 5. Do you see anyone sitting down in Genebank? Key Solution: Use Barcode KIT to Improve data collection & capture data where activities occur Cold Chambers/ Laboratories Greenhouses Field Genebank Environment: Where do they work ?
  • 6. Genebank Environment: How does it happen ? How many patterns do you see ? Key Solution: Use the power of automatation throught mobile computing To increase Genebank visibility and facilitate Germplasm Tracking/Monitoring • Recurring operations • Labor intensive: read/write in various stages • Many labs & units coordinating • Activities dependency
  • 7. Agenda • Genebank Environment • Barcode KIT Components • CIP Barcode KIT: Evolution & Status • Use Cases with Barcode KIT • More Mobile Devices
  • 8. The barcode KIT refers to the components of a identification system needed to implement a barcode system for automatic identification and data collection based in a mobile solution. Rojas, E. (2006) For Data Collection, Data Query and Print Barcodes Labels Innovation to improve Genebank activities, providing cutting edge technology Barcode KIT Components:
  • 9. For Laboratory and Greenhouses Barcode KIT Components: For Laboratory and Greenhouses Motorola MC67NA: WiFi, 3.5 inch, 8MP, Windows Mobile 6.5 Zebra TC51: WiFi, 5 inch, 13MP, Android Zebra ET50NE: WiFi, 8 or 10 inch, 8MP, Windos 8.1 or Windows 10 Motorola MC9590-K: WiFi, 3.7 inch, 3MP, Windows Mobile 6.5
  • 10. RFID Labels can be printer with a barcode RFID Components RFID is an identification system that use radio frequency, RFID labels receive and transmit radio signals. RFID labels can send instant alerts if a germplasm is moved out of a location. RFID improve tracking greatly reducing the time spent searching the germplasm because they say I am in that location or NOT.
  • 11. Agenda • Genebank Environment • Barcode KIT Components • Use Cases with Barcode KIT • CIP Barcode KIT: Evolution & Status • More Mobile Devices
  • 12. Use case with Barcode KIT: Cryo Conservation Label Content: Computer readable (barcode): Lot Id (numeric) Human readable: AccNumb, Lot Id, Dates of process Software type: On Line - Print instead writing on labels to eliminate pen-based procedures. - Scan instead reading labels to eliminate delays and reduce human errors
  • 13. Use case with Barcode KIT: Producing seeds by crossing flowers in greenhouses. Label Content: Computer readable (barcode): Lot Id (numeric) Human readable: AccNumb, Lot Id, ColNumber, SPP, Dates of process Software type: On Line
  • 14. Use case with Barcode KIT: Chemicals & Supplies Inventory Label Content: Computer readable (barcode): Lot Id (Numeric) Human readable: Lot Id, Product name, date expiration, manufacture Software type: On Line - Alerts when stocks are low or end - Who use, when and quantity - Search and query inventory Barcode Scanner
  • 15. Use case with Barcode KIT: Herbarium collection Label Content: Computer readable (barcode): ColNumber Human readable: AccNumb, ColNumber, Plot, Date Software type: Off Line Label Content: Computer readable (barcode): ColNumber Human readable: AccNumb, ColNumber, Plot, Date Software type: Off Line
  • 16. Use case with Barcode KIT: Herbarium collection Label Content: Computer readable (barcode): Shelf number Human readable: Shelf number Software type: On Line Label Content: Barcode: Lot Id Human readable: Lot Id, accession number, accession name, spp, date collected, plot number Software type: On Line
  • 17. Use case with Barcode KIT: In Vitro Conservation Label Content: Computer readable (barcode): Lot Id + Medium Id Human readable: AccNumb, Lot Id, Medium, AcceName, Collecting Number, Crop Abr., Taxon Abr., Breeder Code, Date Regeneration, Health Status, Staff Id Software type: On Line - Print instead writing on labels to eliminate pen-based procedures. - Scan instead reading labels to eliminate delays and reduce human errors
  • 18. Use case with Barcode KIT: In Vitro Conservation
  • 19. Use case with Barcode KIT: In Vitro Conservation Label Content: Computer readable (barcode): Location Number Human readable: Location Number Software type: On Line
  • 20. Use case with Barcode KIT: Greenhouse Diagnosis Label Content: Computer readable (barcode): Lot Id + Medium Id Human readable: AccNumb, Lot Id, Medium, AcceName, Collecting Number, Crop Abr., Taxon Abr., Breeder Code, Date Regeneration, Health Status, Staff Id Software type: On Line
  • 21. Use case with Barcode KIT: Greenhouse Diagnosis Automation of daily procedures increases efficiency and allow personnel to be employed in other activities.
  • 22. Use case with Barcode KIT: Seed Conservation Label Content: Computer readable (barcode): Lot Id Human readable: AccNumb, Lot Id, AcceName, Collecting Number, Crop Abr., Taxon Abr., Breeder Code, Date Regeneration, Staff Id Software type: On Line
  • 23. Use case with Barcode KIT: Seed Conservation Label Content: Computer readable (barcode): Location Number Human readable: Location Number Software type: On Line
  • 24. Use case with Barcode KIT: Seed Conservation Barcode increase accuracy by reducing the likelihood of human errors from: • Mislabeled (when write on labels) • Misread germplasm ID (when read labels)
  • 25. Use case with Barcode KIT: Seed Conservation
  • 26. Use Case with Barcode KIT: Field Conservation Label Content: Computer readable (barcode): AccNumb, Plot Human readable: AccNumb, Plot, AcceName, Collecting Number, Crop Abr., Taxon Abr., Breeder Code, Date Sowing, Location Name Software type: Off Line
  • 27. Use Case with Barcode KIT: DNA Storage Label Content: Computer readable (barcode): Location Number Human readable: Location Number Software type: On Line
  • 28. Use Case with Barcode KIT: DNA Storage Label Content: Computer readable (barcode): Lot Id Human readable: Lot Id Software type: On Line
  • 29. Use case with Barcode KIT: Sweetpotato Field Trials Automation of daily procedures increases efficiency and allow personnel to be employed in other activities.
  • 30. Use case with Barcode KIT: Sweetpotato Field Trials Harvesting Label Content: Computer readable (barcode): Breeder Code, Plot, Repetition Human readable: Breeder Code, Plot, Repetition, Crop Abr., Date Sowing, Location Name, Trial Name Software type: Off Line Breeder code = Genotype name
  • 31. Use case with Barcode KIT: Sweetpotato Field Trials Harvesting
  • 32. Use case with Barcode KIT: In Vitro Potato GMOs
  • 33. Use case with Barcode KIT: In Vitro Potato GMOs Label Content: Computer readable (barcode): Lot Id + Medium Id Human readable: AccNumb, Lot Id, Medium, AcceName, Crop Abr., Biosafty Code, Date Regeneration, Health Status, Staff Id Software type: On Line
  • 34. Use case with Barcode KIT: In Vitro Potato GMOs Label Content: Computer readable (barcode): Location Number Human readable: Location Number Software type: On Line
  • 35. Use case with Barcode KIT: In Vitro Potato GMOs
  • 36. Use case with Barcode KIT: Forages Seed Pre-Germination Label Content: Computer readable (barcode): AccNumb, Lot Human readable: AccNumb, Lot , Taxon Name, Date, Internal Request Number Software type: Off Line
  • 37. Use case with Barcode KIT: Forages Seed Pre-Germination
  • 38. Use case with Barcode KIT: Forages Seed Pre-Germination
  • 39. Use case with Barcode KIT: Forages Seed Pre-Germination
  • 40. Use case with Barcode KIT: Forages Seed Dispatch Label Content: Computer readable (barcode): AccNumb, Lot Human readable: AccNumb, Lot , Taxon Name, Date, Field Name, Plot, FAO status Software type: On Line
  • 41. Use case with Barcode KIT: Forages Seed Dispatch
  • 42. Agenda • Genebank Environment • Barcode KIT Components • Use Cases with Barcode KIT • CIP Barcode KIT: Evolution & Status • More Mobile Devices
  • 43. Technologies for Systems Identification Which Technology is best for Genebank ? Lower Higher $ GPS (Wide Area) Barcode (1D & 2D) Passive RFID (Short Range) Selecting a Properly Identification System One thousand labels: with RFID: 150 dollars with Barcode: 7 dollars Active RFID (Local Area) Read/Detection Range Movement Cars, Trucks, Ships Containers Truck Trailers, Pallets Genetic Resources Seeds, Tubers, In Vitro, DNA, Herbarium, Cryo Genetic Resources In Vitro, Samples In Labs.
  • 44. CIP Barcode KIT: Evolution & Status Hardware and Software Evolution in CIP First Pilot for In Vitro Potato 2000 Infrastructure Design for all In vitro & Greenhouse 2003 January Infrastructure for all In vitro & Lima-Greenhouse 2003 November Mobile Applications 2004 Improve Infrastructure and Wireless Covertures 2005-2006 Improve Infrastructure, Wireless Covertures, Barcodes & more Apps. 2010 2012-2015 Extend barcode KIT CIP Regional Offices Other Genebanks CIP Genebank Inventory 25 PocketPC + 5 TabletPC 12 Desktop Barcode Printers 7 Mobile Barcode Printers 7 Handheld scanners 1 Million labels per year 2016 Build Cross platform applications
  • 45. CIP Barcode KIT: Evolution & Status CIP Status 2015, Peru - Headquater Barcode PocketPCs LAN Wireless Potato Sweetpotato ARTCCrop/Areas In vitro Chamber Cold Chamber for Seeds Cold Chamber for Tubers Greenhouses Field Pending Pending Pending Laboratories (DNA, Cryo, Herbarium)
  • 46. CIP Barcode KIT: Evolution & Status CIP Status 2015, Peru – Experimental Station Barcode PocketPCs LAN Wireless Potato Sweetpotato ARTCCrop/Areas In vitro Chamber Tuber Storage Room Greenhouses Field Pending Pending PendingPending
  • 47. CIP Barcode KIT: Evolution & Status CIP Status 2015, Regional Office. Kenya, Ghana, Mozambique & Uganda Barcode PocketPCs LAN Wireless Potato Sweetpotato ARTCCrop/Areas In vitro Chamber (PQS - Kenya) Laboratories (CIP BecA - Kenya) Field (Ghana, Uganda & Mozambique) Pending PendingPending Pending Pending Pending Pending Pending PC & Handheld scanner PC & Handheld scanner PC & Handheld scanner
  • 48. Agenda • Genebank Environment • Barcode KIT Components • Use Cases with Barcode KIT • CIP Barcode KIT: Evolution & Status • More Mobile Devices
  • 49. More Mobile Devices Technology Companies Acquisitions & OS Evolution for Rugged Devices OS: Windows 8.1, Android Language Programing: ZPL II Zebra: Handheld computers & Barcode Printers 2014 OS: Windows CE or Windows PocketPC Language Programing: ZPL I, ZPL II,EPL Symbol: Handheld computers Zebra: Barcode Printers 2000-2007 OS: Windows Mobile Language Programing: ZPL II Motorola: Handheld computers Zebra: Barcode Printers 2007-2014
  • 51. More Mobile Devices More code more complex
  • 52. More Mobile Devices Solution: Use an IT development environment that support cross platform devolping apps with native support. Xamarin Studio for PC or MAC Write application code once, and it runs on multiple platforms = iOS, Windows, Android,.... Visual Studio for PC or MAC (Community Edition 2015 with update 3) https://www.visualstudio.com/vs/visual-studio-mac/
  • 53. Thanks and Spark your Imagination !
  • 54. The International Potato Center (known by its Spanish acronym CIP) is a research-for-development organization with a focus on potato, sweetpotato, and Andean roots and tubers. CIP is dedicated to delivering sustainable science-based solutions to the pressing world issues of hunger, poverty, gender equity, climate change and the preservation of our Earth’s fragile biodiversity and natural resources. www.cipotato.org CIP is a member of CGIAR CGIAR is a global agriculture research partnership for a food secure future. Its science is carried out by the 15 research centers who are members of the CGIAR Consortium in collaboration with hundreds of partner organizations. www.cgiar.org