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Soil data needs for
agronomists
Achim Dobermann
Global Soil Partnership, Rome
March 20-23, 2012
Soil information is the weakest
link in agriculture and many
other sectors.
Soil Use and Management 12 (1996), 33-43
We can do better than that
Mean 64.0
Min 27.0
Max 87.9
CV% 18.4
RMSE 9.8
RI (%) 19.7
Mg C/ha
15
25
35
45
55
65
75
85
95
Final C map
C=100-1.2EC-5.2REF-0.6REF2-2.1ELC predicted for
sampled locations
C predicted for
all grid locationsResiduals
Kriging
Regression
model
Megatrends in agriculture
Productivity & efficiency increase
Skillful, precise agriculture
Integration of value chains
Connection to health
Multiple objectives
Interactive knowledge
R. Rabbinge, WUR
• To develop a set of global standards for best practices of
sustainable rice production (global rice GAP)
• To develop quantifiable sustainability targets
• To develop and promote decision-support tools (such as
Field or footprint Calculators)
• To promote the adoption of best practices and
sustainability criteria
Sustainable Rice Platform (SRP)
Soil data products for agriculture
1. Digital soil information for decisions makers (policy
makers, investors)
– Basic soil maps and thematic layers, derived products
– Accurate, easy to understand, not too old
– Interpretation, custom analysis & evaluating options
2. Digital soil information for field agronomists & farmers
– Customer-oriented, demand-driven soil data & services
– Fine resolution, up to date, valid, usable
– Accessible , customizable for own apps
3. Soil data & monitoring systems for scientists
– Explore implications of our current and future actions?
– New methodologies – breakthroughs
– Detailed, raw
Who has useful soil data?
National soil survey organizations
Other ministries
Universities
Soil testing labs
Individual scientists
Companies
International organizations
NGOs
Farmers
Owners & users of satellite data
Military, intelligence services
....
We have a lot more than we know
Nobody can claim to have it all or to own it all
What is the value of a 50-year old soil profile?
The real value lies in interpretation & use
Share what you have to fill the big gaps
Not every use has to be free
Treaty mechanism for sharing benefits?
Who do we need to reach with all
that information and how?
Web GSM mobile
phone
Smartphone
e
Interactive Voice
Response
implementation box
Farmer calls 2378
using Globe SIM
Smartphone
output
Web output
SMS output
Spatial soil and other information can be
interfaced with the ‘calculator’
Model on
cloud server
Output
Input: Information
from farmer
Database with attainable yield
based on historical climate data
Spatial soils information geo
referenced to farmer’s location
Soil nutrient supply
Soil nutrient reserves
Soil constraints
Suite of compelling
services and financial
products
Microfinance
Service
providers
Insurance
Marketing
Input providers
Connect farmers with relevant
agricultural science and services
Interactive Apps ---
providing management
guidelines
1. Invest wisely at start of season
- Crop Manager
2. Protect investment during
season
- Crop Doctor
 Requires a solid business approach
How can we use new
technologies to improve soil
information?
Nipponbare
93-11
IR 64
underway
DJ 123
underway
Global rice genetic diversity map
2012:
2000 lines 1 M SNPs
4000 whole genomes
IRRI (60%)
Cirad (14%)
ARC/Cornell (12%)
CIAT (8%)
Embrapa (6%)
2005:
2252 lines
44 SSR markers
From Feuillet et al. 2011. Crop genome sequencing: lessons and rationales. Trends in Pl Sci. 16:77-88.
Rice genome sequencing already has impact but much more
can be done in scale and scope
What’s slowing us soil scientists
down?
Lack of access to useful data
Insufficient validation
Not enough breakthrough technologies
Disagreements, lack of harmonization
IP uncertainties
Lack of incentives
Fragmentation, lack of critical mass
Beijing Genomics Institute, Shenzhen, China
Reach out more
Fill the biggest gaps first
Don’t get bogged down in technicalities
Keep GSP simple and focused
Thank you

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Soil data needs for agronomists and farmers

  • 1. Soil data needs for agronomists Achim Dobermann Global Soil Partnership, Rome March 20-23, 2012
  • 2. Soil information is the weakest link in agriculture and many other sectors.
  • 3. Soil Use and Management 12 (1996), 33-43
  • 4. We can do better than that
  • 5. Mean 64.0 Min 27.0 Max 87.9 CV% 18.4 RMSE 9.8 RI (%) 19.7 Mg C/ha 15 25 35 45 55 65 75 85 95 Final C map C=100-1.2EC-5.2REF-0.6REF2-2.1ELC predicted for sampled locations C predicted for all grid locationsResiduals Kriging Regression model
  • 6. Megatrends in agriculture Productivity & efficiency increase Skillful, precise agriculture Integration of value chains Connection to health Multiple objectives Interactive knowledge R. Rabbinge, WUR
  • 7.
  • 8. • To develop a set of global standards for best practices of sustainable rice production (global rice GAP) • To develop quantifiable sustainability targets • To develop and promote decision-support tools (such as Field or footprint Calculators) • To promote the adoption of best practices and sustainability criteria Sustainable Rice Platform (SRP)
  • 9. Soil data products for agriculture 1. Digital soil information for decisions makers (policy makers, investors) – Basic soil maps and thematic layers, derived products – Accurate, easy to understand, not too old – Interpretation, custom analysis & evaluating options 2. Digital soil information for field agronomists & farmers – Customer-oriented, demand-driven soil data & services – Fine resolution, up to date, valid, usable – Accessible , customizable for own apps 3. Soil data & monitoring systems for scientists – Explore implications of our current and future actions? – New methodologies – breakthroughs – Detailed, raw
  • 10. Who has useful soil data? National soil survey organizations Other ministries Universities Soil testing labs Individual scientists Companies International organizations NGOs Farmers Owners & users of satellite data Military, intelligence services ....
  • 11. We have a lot more than we know Nobody can claim to have it all or to own it all What is the value of a 50-year old soil profile? The real value lies in interpretation & use Share what you have to fill the big gaps Not every use has to be free Treaty mechanism for sharing benefits?
  • 12. Who do we need to reach with all that information and how?
  • 13.
  • 14.
  • 15.
  • 16. Web GSM mobile phone Smartphone e Interactive Voice Response implementation box Farmer calls 2378 using Globe SIM Smartphone output Web output SMS output
  • 17. Spatial soil and other information can be interfaced with the ‘calculator’ Model on cloud server Output Input: Information from farmer Database with attainable yield based on historical climate data Spatial soils information geo referenced to farmer’s location Soil nutrient supply Soil nutrient reserves Soil constraints
  • 18. Suite of compelling services and financial products Microfinance Service providers Insurance Marketing Input providers Connect farmers with relevant agricultural science and services Interactive Apps --- providing management guidelines 1. Invest wisely at start of season - Crop Manager 2. Protect investment during season - Crop Doctor  Requires a solid business approach
  • 19. How can we use new technologies to improve soil information?
  • 20. Nipponbare 93-11 IR 64 underway DJ 123 underway Global rice genetic diversity map 2012: 2000 lines 1 M SNPs 4000 whole genomes IRRI (60%) Cirad (14%) ARC/Cornell (12%) CIAT (8%) Embrapa (6%) 2005: 2252 lines 44 SSR markers
  • 21.
  • 22. From Feuillet et al. 2011. Crop genome sequencing: lessons and rationales. Trends in Pl Sci. 16:77-88. Rice genome sequencing already has impact but much more can be done in scale and scope
  • 23. What’s slowing us soil scientists down?
  • 24. Lack of access to useful data Insufficient validation Not enough breakthrough technologies Disagreements, lack of harmonization IP uncertainties Lack of incentives Fragmentation, lack of critical mass
  • 25. Beijing Genomics Institute, Shenzhen, China
  • 26. Reach out more Fill the biggest gaps first Don’t get bogged down in technicalities Keep GSP simple and focused