Soil data needs for agronomists - Achim Dobermann, International Rice Resarch Institute IRRI
Transcript of Soil data needs for agronomists - Achim Dobermann, International Rice Resarch Institute IRRI
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-0.6REF2-2.1EL C predicted for sampled locations
C predicted for all grid locations Residuals
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?
Web GSM mobile phone
Smartphonee
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
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
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
Reach out more
Fill the biggest gaps first
Don’t get bogged down in technicalities
Keep GSP simple and focused