John SolieIvan Ortiz-Monasterio Bill RaunCIMMYT Marv Stone Oklahoma State University John SolieIvan Ortiz-Monasterio Bill RaunCIMMYT Marv Stone Oklahoma State University National Academy of Sciences Committee on Technologies to Benefit Farmers in Sub-Saharan Africa and South Asia
The science and art of obtaining information about an object, area, or phenomenon through the analysis of data acquired by a device that is not in contact with object, area, or phenomenon under investigation. Generally, but not exclusively, in the form of electromagnetic radiation Remote sensed measurements are primarily indirect and consequently confounded
Useful for “Big Picture” management decisions Predicted yield at county to country level Management of natural resources Land use Drought management Wild fire management Few,minor farm applications Delays required to process and transmit information do not permit “real-time” decision making Information without applications that increase net returns is useless Farmers will not pay for this information
Allows real-time decision making. Can be interfaced with agricultural machinery to variably apply inputs in real-time
Malakoff (Science, 1998) $750,000,000, excess N flowing down the Mississippi River Africa expenditure on fertilizer N, cereals $706,000,000 Nitrogen Use Efficiency (NUE) World 33% 20% increase Worth $10.8 billion US annually
Misuse of Nitrogen Fertilizer is a World Wide Problem
Raun and Johnson, Agron J. 91:
1989-present
April 16, 2007 Dr. Norman Borlaug Ciudad Obregon, MX
Units: biomass, kg/ha/day, where GDD>0 Winter Wheat Yield Prediction INSEY = NDVI(F5)/Days from planting to sensing, GDD>0
CORN INSEY = NDVI/Cummulative GDD
Wavelength (nm) Reflectance (%) 0.25 Visible Near Infrared Plant Reflectance
Calculated from the red and near-infrared bands Equivalent to a plant physical examination Correlated with: Plant biomass Crop yield Plant nitrogen Plant chlorophyll Water stress Plant diseases Insect damage
Light generation Light signal Light detection Valve settings Calculate NDVI Lookup valve setting Apply valve setting Send data to UI “Sensor” Valves and Nozzles
SBNRC Mexico India Turkey China Zimbabwe Argentina Australia Canada Uzbekistan
Crop Derived Algorithm to Determine Accurate N Rates Yield potential or YP0 (changes each year) N Responsiveness or Response Index, RI (changes each year) YP0 and RI are independent of one another Using yield prediction and N responsiveness we can predict accurate mid-season fertilizer N rates Fertilizer Rate = N uptake at YPN – N uptake at YP0/Efficiency Factor
Ciudad Obregon, Mexico
N Rate, lb/ac RAMP Calibration Strip
0 N 195 N
Optical Pocket Sensor 3 rd world Common Farmer Tool $4000 US $100 US
SAAUSA Population, million Cereals, million ha 8856 Production, million tons97364 Yield, tons/ha Fertilizer N, million tons Avg. N rate, kg/ha452 % of world N consumed1.413 % of world population104
SSA averages 4 kg N/ha for cereal production Seed distribution systems have been a chronic problem associated with hybrid maize in SSA (CIMMYT) More than 1/3 of all African countries have an economic growth of >5% (not all are Sudan, Somalia, Zimbabwe and DRC) CIMMYT’s stress breeding hybrids are better than private company hybrids at all yield levels (Marianne Banziger) Imidazolinone-resistant maize seed coated with the herbicide have shown good Striga hermonthica control Production package must be integrated (seed, fertilizer, herbicide, tillage, mechanization, etc.)
Affordable N fertilizer Zero-reduced tillage, build organic matter, soil nutrients Affordable easy-to-use optical pocket sensor Production sensitive hybrids from CIMMYT drought stress breeding program, IR resistant seed Sensor-based N rate algorithms tailored by region and crop, based on predicted yield potential and N responsiveness Environmentally sensitive system approach Aggressive education/extension program
Farmer training, Ciudad Obregon, Mexico, January 2007
The foundation's Global Development Program is working with motivated partners to create opportunities for people to lift themselves out of poverty and hunger. Our strategy is focused. Because most of the world's poorest people rely directly on agriculture, we support efforts to help small farmers improve crop production and market access. Because loans, insurance, and savings can help people weather setbacks and build assets, we facilitate access to financial services for the poor. And because information can change lives, we support free public access to computers connected to the Internet.