UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 10 Issue 1
January-2023
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIR2301259


Registration ID:
505992

Page Number

c469-c473

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Title

Development of a simplified, sensor based quick soil testing method to test nutrients in soil

Abstract

Farming and agriculture contribute significantly to the country’s economic growth. Farming is regarded as the best financial support area in the country, and it is among the most important factors in increasing GDP In farming, the farmer's primary goal is to test the soil in order to increase crop output while avoiding negative consequences. In the traditional technique of agriculture, physical exertion is necessary to travel the location and acquire soil samples from the field, which are then sent to a facility for assessment of all micronutrients. This procedure is time demanding and requires a significant amount of time to complete. The information recorded by using the IoT framework and monitoring devices may be used to monitor the soil. For this purpose a number of approaches on the topic of soil nutrient analysis have been analyzed effectively and elaborated in this paper with utmost detail. These approaches have served as building blocks for understanding the current and the preexisting methodologies which have laid the foundation for an effective framework for soil nutrition analysis. This is done by using the Deep belief neural network and Knearest neighbor classification algorithms on the collected data through the NPK sensor

Key Words

: Soil Nutrition, Internet of Things, Deep Belief Networks, K Nearest Neighbor, Fuzzy Classification.

Cite This Article

"Development of a simplified, sensor based quick soil testing method to test nutrients in soil", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.10, Issue 1, page no.c469-c473, January-2023, Available :http://www.jetir.org/papers/JETIR2301259.pdf

ISSN


2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"Development of a simplified, sensor based quick soil testing method to test nutrients in soil", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.10, Issue 1, page no. ppc469-c473, January-2023, Available at : http://www.jetir.org/papers/JETIR2301259.pdf

Publication Details

Published Paper ID: JETIR2301259
Registration ID: 505992
Published In: Volume 10 | Issue 1 | Year January-2023
DOI (Digital Object Identifier):
Page No: c469-c473
Country: Navi Mumbai, Maharashtra, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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