Internet of things for crop farming: A review of technologies and applications

LNP Ndjuluwa, JA Adebisi, M Dayoub - Commodities, 2023 - mdpi.com
Climate change, soil erosion, and degradation among others affect the growth and
production of crops. Soil is suffering from intensive farming and unsustainable soil …

Broadening the research pathways in smart agriculture: predictive analysis using semiautomatic information modeling

K Sharma, C Sharma, S Sharma… - Journal of Sensors, 2022 - Wiley Online Library
Agriculture has become more industrialized and intensive due to the rising demand for food
in quality and quantity. Agricultural modernization will be made possible by the Internet of …

IoT based soil nutrients analysis and monitoring system for smart agriculture

M Pyingkodi, K Thenmozhi… - … on Electronics and …, 2022 - ieeexplore.ieee.org
Soil fertility is an important factor in determining soil quality as it reflects how well the soil can
support plant growth in agriculture. Soil sensor and Arduino can be used to quickly …

Soil nutrients monitoring and analyzing system using Internet of Things

P Manikandan, G Ramesh, P Sivakumar… - 2022 2nd …, 2022 - ieeexplore.ieee.org
Indian agrology system is highly based upon the production of food crops. Quality of crops
depends upon the nutrients level of the soil. Our nation consists of majorly productive lands …

Development of an IoT-Based SCADA System for Monitoring of Plant Leaf Temperature and Air and Soil Parameters

A Soetedjo, E Hendriarianti - Applied Sciences, 2023 - mdpi.com
Plant leaf temperature and its environmental parameters provide valuable information on
plant growth. This paper presents the development of a plant monitoring system using an IoT …

Employing Industry 4.0 to Supervise Soil Supplements and Estimate its Content

VSD Rekha, T Haritha, SR Devi… - 2023 7th …, 2023 - ieeexplore.ieee.org
Nitrogen, Phosphorus, and Potassium are the soil supplements collectively referred to as
macronutrients, which are vital for crop growth, root development, and fungal resistance …

Prediction of Paddy Yield based on IoT Data using GRU Model in Lowland Coastal Regions

AP Gopi, V Swathi, GS Harshitha… - … on Smart Systems …, 2023 - ieeexplore.ieee.org
Agriculture is the primary driver of economic growth in India, one of the world's most
populous countiies. Nearly sixty percent of crop productivity relies on soil fertility and …

Fuzzy C-Means Clustering of Soil data Samples

SK Sunori, A Mittal, N Singh, M Manu… - 2023 3rd International …, 2023 - ieeexplore.ieee.org
This article is inspired from the remarkable results exhibited by AI (Artificial Intelligence)
techniques in the field of data analytics. The soft computing approaches such as neural …

IoT and Machine Learning-Based Soil Quality and Crop Yield Prediction for Agricultural System

N Bangera, S Bhardwaj, B Bulani, A Shetty… - … Conference on Soft …, 2023 - Springer
This study focuses on the development of a system for assisting Indian farmers by predicting
the soil quality, crop yields, and recommending fertilizer in addition to suggesting steps to …

Soil nutrients monitoring and analyzing system using internet of things

V Balu - 2022 11th International Conference on System …, 2022 - ieeexplore.ieee.org
The cultivation of edible plants is a major component of Indian agriculture. The topsoil
amount of food impacts the quality of the produce. Our country is made up mostly of fertile …