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Soil Health Monitoring for Farming

  • Unique Paper ID: 163816
  • Volume: 10
  • Issue: 11
  • PageNo: 2508-2512
  • Abstract:
  • The effective management of nutrient resources in agricultural practices is crucial for crop yields optimization and sustainable farming assurance. Traditionally, manual methods or expert knowledge have been relied on by farmers to determine the appropriate amount and type of nutrients required by crops. However, precision is often lacking in these methods and suboptimal fertilization can be resulted in, leading to reduced productivity and environmental degradation. In recent years, the way has been paved for more accurate and efficient crop management systems by advancements in sensor technology. One such innovation is the NPK sensor, which allows real-time monitoring of soil nutrient levels. Personalized fertilization recommendations are offered to farmers by our proposed system utilizing NPK sensor data. Precise and tailored nutrient recommendations are provided by the system, integrating sensor technology, machine learning algorithms, and agronomic expertise, based on the specific requirements of different crops and soil conditions. Data, including soil nutrient levels, is collected from NPK sensors deployed in the field by the system. This data is analyzed by machine learning algorithms to identify patterns and correlations between nutrient levels and crop performance. The system can generate accurate and timely recommendations for nutrient application by leveraging historical data and agronomic knowledge.
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Cite This Article

  • ISSN: 2349-6002
  • Volume: 10
  • Issue: 11
  • PageNo: 2508-2512

Soil Health Monitoring for Farming

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Impact Factor
8.01 (Year 2024)
UGC Approved
Journal no 47859

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