Analysis of soil nutrients for different crops using data mining techniques

Soil nutrient is the important factor to decide which crops is suitable to grow in that particular region. Data mining is used to solve various problems in agricultural sector. Soil fertile is identified by analyzing the availability of the soil nutrients level to grow suitable crop in that particul...

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Bibliographic Details
Main Authors: Samundeeswari, K., Srinivasan, K., Paramaguru, N.
Format: Conference Proceeding
Language:English
Subjects:
Algorithms
Crops
Data mining
Decision trees
Nutrients
Soil analysis
Soil classification
Soils
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Summary:Soil nutrient is the important factor to decide which crops is suitable to grow in that particular region. Data mining is used to solve various problems in agricultural sector. Soil fertile is identified by analyzing the availability of the soil nutrients level to grow suitable crop in that particular soil and also it is useful to find the deficiency of soil nutrients, finding the Soil Nutrients level will help the farmer to find the deficiency, based on the soil nutrients range farmer are recommended to cultivate the suitable crops in that particular soil. This research work focuses on J48 and C5.0 Decision Tree Algorithm to classify the soil data based on the soil nutrients and to predict the suitable crop for Shoolagiri Block at Krishnagiri District.
ISSN:0094-243X
1551-7616
DOI:10.1063/5.0062851