INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2456-4184 | Impact factor: 8.76 | ESTD Year: 2016
Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.76 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI)
The demand for food is increasing every day because of the growing population. However, the proportional growth in the production of crops is not happening. This problem can be addressed using information technology in the agricultural process. In this paper, an Internet of Things-based (IOT) system has been designed and developed to monitor soil health. The chemical and physical properties of the soil can be evaluated by measuring different parameters contained in the soil such as nitrogen (N), phosphorus (P), potassium (K), temperature as well as moisture. Model has been created by using four sensor are developed using ESP32P, NPK sensor, soil moisture, and temperature sensor. First, the location capture from the farmer then drone was sent at the location and it can collect various data by landing various places in a whole farm. Data capture by using NRF24L01PA+LNA module. These sensor nodes, which are powered by battery, are placed on drone in the agricultural fields to collect the soil data from various locations in same farm. All the sensor data are then sent to the cloud
over a Wi-Fi network. The data of the soil parameters is given in real time which will allow monitoring of the data in graphical and numerical formats. An android application is developed for real-time monitoring of the data.
Keywords:
Sensors in precision agriculture; NPK sensors; Moisture and Temperature Sensing; Need for precision farming
Cite Article:
"AI: Revolutionizing Crop Health through Integrated Soil Monitoring Tech", International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.9, Issue 3, page no.a489-a497, March-2024, Available :http://www.ijnrd.org/papers/IJNRD2403053.pdf
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ISSN:
2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar| ESTD YEAR: 2016
An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator
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