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  Published Paper Details:

  Paper Title

AGRI MONITORING SYSTEM FOR ESTIMATION OF NPK AND PH IN SOIL ALONG WITH CROP RECOMMENDATION AND LEAF DISEASE DETECTION

  Authors

  Keerti Mudasi,  Poorvi Kulkarni,  3Pranil Shetty,  Sushma,  Prof. Nagalakshmi B Naik

  Keywords

Agriculture, NPK, Ph, CNN, crop recommendation

  Abstract


Agriculture is India's economic backbone. Scientists are tirelessly striving to improve the cultivation of crops. This system combines all the factors like nutrient requirements, moisture content monitoring, animal intrusion and early crop disease detection methods to alert farmers. Soil nutrients are critical for achieving high crop yields and producing high- quality products. This system is used to design and develop a working system that uses Ph sensor to monitor the Ph values and to maintain the amount of alkalinity and acidity in soil for the efficient plant growth. It uses soil moisture sensor to regulate the moisture levels of the soil preventing less yield due to inadequate and nutrients erosion due to excess soil moisture. It gives an effective suggestion system for the crops using NPK sensor to prevent crop dehydration due to excess and stunted growth, discoloring on the edges to leaves due to insufficient supply of nutrients. It uses camera module to avoid the animal intrusion using alarm alert system using computer vision algorithms. Plant infections may be detected early, which helps farmers prevent losses using deep learning algorithms. After recognizing the symptoms of leaf diseases, automatic approaches for classifying plant diseases can also help with decision-making also to create a user-friendly mobile application for easy access to all the information required and deploy it on cloud so that it can be accessible from anywhere. Hence, Automatic detection and monitoring is very much important for the sustainable agricultural revenue.

  IJCRT's Publication Details

  Unique Identification Number - IJCRTT020025

  Paper ID - 223621

  Page Number(s) - 119-122

  Pubished in - Volume 10 | Issue 8 | August 2022

  DOI (Digital Object Identifier) -   

  Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882

  E-ISSN Number - 2320-2882

  Cite this article

  Keerti Mudasi,  Poorvi Kulkarni,  3Pranil Shetty,  Sushma,  Prof. Nagalakshmi B Naik,   "AGRI MONITORING SYSTEM FOR ESTIMATION OF NPK AND PH IN SOIL ALONG WITH CROP RECOMMENDATION AND LEAF DISEASE DETECTION", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.10, Issue 8, pp.119-122, August 2022, Available at :http://www.ijcrt.org/papers/IJCRTT020025.pdf

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ISSN: 2320-2882
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Journal Starting Year (ESTD) : 2013
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ISSN and 7.97 Impact Factor Details


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ISSN: 2320-2882
Impact Factor: 7.97 and ISSN APPROVED
Journal Starting Year (ESTD) : 2013
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