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 ICAR-NePPA: Precision Fertilizer Recommendation System (PFRS)

ICAR-Network Project on Precision Agriculture

e-FARMS (Fertilizer Advisory and Resource Management System)


It is a science-based system that provides site-specific and crop-specific fertilizer recommendations to optimize yield and soil health.
यह एक वैज्ञानिक प्रणाली है जो स्थान-विशिष्ट और फसल-विशिष्ट उर्वरक सिफारिशें प्रदान करती है, जिससे उपज और मिट्टी स्वास्थ्य का संरक्षण होता है।
1. Background - Importance, and purpose of the technology

By integrating comprehensive soil data, crop information, and desired yield targets, the Precision Fertilizer Recommendation System (PFRS) delivers precise fertilizer recommendations to individual field (Fig. 1). Through digital soil mapping, the PFRS captures within-field variability, producing detailed insights into nutrient status and other key parameters. Farmers, extension workers, and agricultural consultants can easily access the PFRS from the user-friendly online platform at http://65.0.105.229:8080/pfrs/. This accessibility supports informed decision-making, higher crop yields, and improved profitability, all while fostering sustainable farming practices.

2. Best high density colour photograph highlighting major components of the technology and how does it works and with clear diagrams, and work flow chart if any
PFRS Workflow Diagram
3. Infrastructural and data prerequisites for installing and operating the technology
  • Digital access (smartphones, computers) and internet connectivity to use the web platform http://65.0.105.229:8080/pfrs/.
  • Soil testing infrastructure for generating high-quality geo-referenced soil data.
  • GIS tools and cloud/server infrastructure to support Digital Soil Mapping and spatial data handling.
4. Agro-climate, soil type and quality, water type and quality, weather, crop, animal and fish species groups, and any other specified conditions which the technology works
  • The Precision Fertilizer Recommendation System (PFRS) is currently operational for Madhya Pradesh, and can be scaled regionally using the digital soil map.
  • Crop Compatibility: For major field crops such as Soybean, Wheat, Maize, and Chickpea; adaptable to others with available STCR data.
5. Special care that should be taken for effectiveness, efficiency and prolonging life of the technology
  • Data Quality: Ensure accurate and representative soil sampling across the field; poor sampling leads to misleading recommendations.
  • Regular Updates: Update the DSMs and STCR models periodically with new soil and yield data to reflect changing soil fertility status.
6. Field validation

To validate the PFRS (e-FARMS), we tested it at three sites on the institute’s research farm, aiming for a maize yield of 5,000 kg/ha. The obtained yields were 4,800, 4,400, and 5,400kg/ha, averaging 4,867 kg/ha (97.3% of target), with site-level deviations of −4.0%, −12.0%, and +8.0% from the target, respectively. The tool received two copyrights, one ICAR certificate and officially released by Sh. Shivraj Singh Chouhan Jee, Honorable Union Minister of Agriculture & Farmers Welfare and Dr M L Jat, Secretary DARE, DG, ICAR, 97th Foundation Day of ICAR.

7. Benefits and focused stakeholders
  • Enables site-specific nutrient management (SSNM), minimizing fertilizer waste and environmental harm.
  • Enhances crop productivity by closing the yield gap between actual and achievable yields.
  • Reduces input costs by avoiding blanket fertilizer application.
  • Supports sustainable agriculture through efficient nutrient use and reduced leaching or runoff.
  • Facilitates decision-making by providing visual maps and quantified recommendations.
 Contact Information Details

Dr. Nishant K Sinha

Senior Scientist (Ag. Physics)
ICAR-Indian Institute of Soil Science, Bhopal
Mobile No: 8827710753
Email: nishant.sinha@icar.org.in; nishant.sinha76211@gmail.com

Dr. M. Mohanty

Director,
ICAR-IISS, Bhopal
Email: mmohanty1972@gmail.com

PFRS Workflow Diagram