Machine learning applications for precision agriculture: A comprehensive review

A Sharma, A Jain, P Gupta, V Chowdary - IEEE Access, 2020 - ieeexplore.ieee.org
Agriculture plays a vital role in the economic growth of any country. With the increase of
population, frequent changes in climatic conditions and limited resources, it becomes a …

Review of research progress on soil moisture sensor technology

L Yu, W Gao, RR Shamshiri, S Tao, Y Ren, Y Zhang… - 2021 - oa.tib.eu
Soil moisture is directly related to the amount of irrigation in agriculture and influences the
yield of crops. Accordingly, a soil moisture sensor is an important tool for measuring soil …

An intelligent irrigation scheduling system using low-cost wireless sensor network toward sustainable and precision agriculture

C Jamroen, P Komkum, C Fongkerd… - Ieee Access, 2020 - ieeexplore.ieee.org
Agricultural irrigation developments have gained attention to improve crop yields and
reduce water use. However, traditional irrigation requires excessive amounts of water and …

[HTML][HTML] IoT-enabled smart drip irrigation system using ESP32

GP Pereira, MZ Chaari, F Daroge - IoT, 2023 - mdpi.com
Agriculture, or farming, is the science of cultivating the soil, growing crops, and raising
livestock. Ever since the days of the first plow from sticks over ten thousand years ago …

Automated low-cost soil moisture sensors: trade-off between cost and accuracy

D Schwamback, M Persson, R Berndtsson, LE Bertotto… - Sensors, 2023 - mdpi.com
Automated soil moisture systems are commonly used in precision agriculture. Using low-
cost sensors, the spatial extension can be maximized, but the accuracy might be reduced. In …

Smart Sensors and Smart Data for Precision Agriculture: A Review

A Soussi, E Zero, R Sacile, D Trinchero, M Fossa - Sensors, 2024 - mdpi.com
Precision agriculture, driven by the convergence of smart sensors and advanced
technologies, has emerged as a transformative force in modern farming practices. The …

Development and Automation of a Photovoltaic-Powered Soil Moisture Sensor for Water Management

DA de Melo, PC Silva, AR da Costa, JG Delmond… - Hydrology, 2023 - mdpi.com
The objective of this study was to develop and calibrate a photovoltaic-powered soil
moisture sensor (SMS) for irrigation management. Soil moisture readings obtained from the …

Performance analysis of capacitive soil moisture, temperature sensors and their applications at farmer's field

YK Kushwaha, RK Panigrahi, A Pandey - Environmental Monitoring and …, 2024 - Springer
This study aims to assess the effectiveness of PCB-based capacitive soil moisture sensors
for local field conditions. The electrical scheme of designed sensors has been presented in …

Low-cost and low-frequency impedance meter for soil water content measurement in the precision agriculture scenario

P Placidi, CV Delle Vergini, N Papini… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
The use of low-cost embedded devices with ubiquitous connectivity systems is a possible
strategy to monitor the consumption of water used in agriculture even in countries that do not …

Scientific irrigation scheduling for sustainable production in olive groves

M Aziz, M Khan, N Anjum, M Sultan, RR Shamshiri… - Agriculture, 2022 - mdpi.com
The present study aimed at investigating scientific irrigation scheduling (SIS) for the
sustainable production of olive groves. The SIS allows farmers to schedule water rotation in …