IoT Based Farming Recommendation System Using Soil Nutrient and Environmental Condition Detection

Author:

Abstract

Over one third of world workforce are employed in agriculture and the amount is steadily falling because of the financial losses of the farmers. One of the key reason behind this financial loss is the lack of technology in agriculture. Continuous cropping and overuse of fertilizers cause the decline in soil productivity and effect the environment as well. This paper demonstrates how the soil productivity can be optimized by implementing an IoT (Internet of Things) based model. Specifically, the paper describes the way to identify the amount of soil nutrients and environmental conditions, followed by the recommendations for cropping and site specific fertilization. Nitrogen, phosphorous and potassium are the key nutrients that are responsible for the plant growth. Soil moisture, pH level of soil and environmental conditions also effects the productivity of crops. In this present work, the system incorporated with various chemicals and sensors to report NPK level, pH level, soil moisture level, temperature and weather forecast. The proposed system takes the soil sample as the input and performs the chemical reactions, corresponding changes in the color of sample is sensed by color sensors and decoded by colorimetry technique. An android application has been built to show the test report and recommendations based on sensed data. The paper has proposed a scientific way to develop a robust, fully automated and low-cost smart farming solution to suit the socioeconomic conditions of small scale farmers in developing countries.

Publisher

Blue Eyes Intelligence Engineering and Sciences Engineering and Sciences Publication - BEIESP

Subject

Electrical and Electronic Engineering,Mechanics of Materials,Civil and Structural Engineering,General Computer Science

Cited by 9 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Terrestrial Moisture Sensor using IoT and Neutralizing pH Value of the Soil;2024 10th International Conference on Communication and Signal Processing (ICCSP);2024-04-12

2. A Systematic Exploration of Sensor-Based Approaches for Soil Nutrient Monitoring and Optimization;2023 3rd International Conference on Mobile Networks and Wireless Communications (ICMNWC);2023-12-04

3. Advancements in smart farming: A comprehensive review of IoT, wireless communication, sensors, and hardware for agricultural automation;Sensors and Actuators A: Physical;2023-11

4. Towards a semantic structure for classifying IoT agriculture sensor datasets : An approach based on machine learning and web semantic technologies;Journal of King Saud University - Computer and Information Sciences;2023-09

5. Design of Portable Soil and Water Testing System;2023 International Conference on Innovative Data Communication Technologies and Application (ICIDCA);2023-03-14

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