Open AccessIoT based Agri Soil Maintenance through Micro-Nutrients and Protection of Crops from Excess Water
Author(s) -
Phaneendra Kanakamedala,
Bhumireddy Anil Reddy,
Nannapneni Kavya Sri,
Bangari Nadakuditi,
K. J. Lathan Kumar
Publication year - 2021
Publication title -
journal of physics. conference series
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.21
H-Index - 85
eISSN - 1742-6596
pISSN - 1742-6588
DOI - 10.1088/1742-6596/1998/1/012016
Subject(s) - agriculture , agricultural engineering , nutrient , environmental science , productivity , computer science , business , engineering , ecology , biology , economics , macroeconomics
The productivity of the crop depends on the soil, fertilizers, and water. The fertilizers provide micronutrients for vegetable farming like nitrogen, zinc, and others. To meet the increasing demand for food, crops should be able to withstand the adverse effects produced by the environment and unpredictable sources. The structure of smart agriculture is similar to networks, which are designed in 3 layers. Sensor layer to get information about various parameters, products, and operating environment. Transport layer to communicate the obtained information in between the various devices and as well as to and from a remote server. Application layer to analyse, visualize and predict the data for further actions to be implemented. In the proposed system, it uses multilinear regression to predict the water levels and micro-nutrients that are excess for the crop cultivation because farmers need analog data, not digital data. So that they can take necessary precautionary steps to protect the field from getting damaged.