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nitrogen response prediction in wheat for both irrigated and (especially when linked to weather data)<br />

rainfed systems (Raun et al. 2002). Studies are underway to adapt the approaches for maize. Other<br />

nutrient deficiencies and responses may be identified by leaf reflectance, using different wavelengths.<br />

Researchable issues<br />

The prevalence and distribution of farm‐level maize yield constraints and the relative importance<br />

of management (knowledge and precision) and inputs.<br />

Socioeconomic factors that prevent smallholder farmers from adopting precision management of<br />

maize in different farming systems and countries.<br />

Enhancing the maize crop’s efficiency in using applied nitrogen and phosphorus while reducing the<br />

risk of economic losses under different scenarios for the most important smallholder maize<br />

production systems of the developing world.<br />

Opportunities for adapting precision agriculture approaches used in the developed world, including<br />

low‐cost diagnostic equipment, to improve targeting of recommendations at the landscape or<br />

district levels in the developing world.<br />

The feasibility of decision guides linked to current and new GIS databases for disseminating<br />

information efficiently to farmers, and of linking the guides to media such as SMS messaging<br />

protocols.<br />

Enhancing the definition of maize productivity constraints by linking spatial data with satellite<br />

imagery.<br />

Outputs<br />

1. Information on farmers’ maize yield constraints in different environments, readily available to<br />

partners in a geo‐referenced database to help target improved technology (links to SI 1).<br />

2. Decision guides for maize crop management, developed locally with support from international<br />

partners and disseminated through various communication strategies, ranging from facilitated<br />

farmer‐to‐farmer exchange to web‐ and SMS‐based tools.<br />

3. An international network of researchers and development agents, focused on sharing information<br />

about maize crop management.<br />

4. Web platform for receiving feedback from development partners, managing trial information and<br />

shipments, and sharing best practices.<br />

5. Methodologies and decision guides for more accurate targeting and application of nitrogen and<br />

phosphorus fertilizers, taking into account spatial variability and weather forecasts.<br />

6. Documented results on the use of web‐ and SMS‐based crop management decision guides in areas<br />

where poverty is prevalent but cell phone service is available.<br />

Research and development partners<br />

This initiative will involve research collaboration between at least five international centers (CIMMYT,<br />

CIAT‐TSBF, ICRISAT, IITA and IRRI) and various advanced research institutes, including Cornell University,<br />

USA; Stanford University, USA; Oklahoma State University, USA; the University of North Carolina, USA;<br />

the University of Adelaide, Australia; the International Plant Nutrition Institute (IPNI); Hohenheim<br />

University, Germany; ICAR, India; CAAS, China; and EMBRAPA, Brazil. The Alliance for a Green Revolution<br />

in Africa (AGRA) will also participate through many of its current projects. The involvement of the<br />

private sector, especially companies dealing with new information and communication technologies, will<br />

also be crucial to the success of the initiative.<br />

National research and extension systems of the countries where the target farming systems are<br />

important will play a critical role in the international exploratory diagnostic trials. These systems include<br />

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