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  Published Paper Details:

  Paper Title

AGROSOIL INTELLIGENCE SYSTEM

  Authors

  Deepthi Reddy,  Chaitra Bhosgi,  G.Sahana,  Sara Tahniyath

  Keywords

- Soil Analysis, Crop Recommendation, Machine Learning, Agricultural Informatics, Data Preprocessing, Supervised Learning, Python Programming, Predictive Analytics, Smart Agriculture, Decision Support System, Precision Farming, Algorithms MobilenetV2 Network,Decsion tree,Random forest

  Abstract


As a coastal state, Tamil Nadu faces uncertainty in agriculture which decreases its production. With more population and area, more productivity should be achieved but it cannot be reached. Farmers have words-of-mouth in past decades but now it cannot be used due to climatic factors. Agricultural factors and parameters make the data to get insights about the Agri-facts. Growth of IT world drives some highlights in Agriculture Sciences to help farmers with good agricultural information. Intelligence of applying modern technological methods in the field of agriculture is desirable in this current scenario. Machine Learning Techniques develops a well-defined model with the data and helps us to attain predictions. Agricultural issues like crop prediction, rotation, water requirement, fertilizer requirement and protection can be solved. Due to the variable climatic factors o f the environment, there is a necessity to have a efficient technique to facilitate the crop cultivation and to lend a hand to the farmers in their production and management. This may help upcoming agriculturalists to have a better agriculture. A system o f recommendations can be provided to a farmer to help them in crop cultivation with the help o f data mining. To implement such an approach, crops are recommended based on its climatic factors and quantity. Data Analytics paves a way to evolve useful extraction from agricultural database. Crop Dataset has been analyzed and recommendation of crops is done based on productivity and season.

  IJCRT's Publication Details

  Unique Identification Number - IJCRT2512822

  Paper ID - 299429

  Page Number(s) - h260-h266

  Pubished in - Volume 13 | Issue 12 | December 2025

  DOI (Digital Object Identifier) -   

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

  E-ISSN Number - 2320-2882

  Cite this article

  Deepthi Reddy,  Chaitra Bhosgi,  G.Sahana,  Sara Tahniyath,   "AGROSOIL INTELLIGENCE SYSTEM", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.13, Issue 12, pp.h260-h266, December 2025, Available at :http://www.ijcrt.org/papers/IJCRT2512822.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
ISSN: 2320-2882
Impact Factor: 7.97 and ISSN APPROVED
Journal Starting Year (ESTD) : 2013
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