Internet of agriculture: Analyzing and predicting tractor ride comfort through supervised machine learning

A Singh, N Nawayseh, H Singh, YK Dhabi… - … Applications of Artificial …, 2023 - Elsevier
The aim of this study is to improve ride comfort among tractor drivers by utilizing Internet of
Things (IoT) technology and Machine Learning (ML) techniques to analyze and predict …

Impact Assessment of Nematode Infestation on Soybean Crop Production Using Aerial Multispectral Imagery and Machine Learning

P Jjagwe, AK Chandel, DB Langston - Applied Sciences, 2024 - mdpi.com
Accurate and prompt estimation of geospatial soybean yield (SY) is critical for the producers
to determine key factors influencing crop growth for improved precision management …

Pre-Harvest Corn Grain Moisture Estimation Using Aerial Multispectral Imagery and Machine Learning Techniques

P Jjagwe, AK Chandel, D Langston - Land, 2023 - mdpi.com
Corn grain moisture (CGM) is critical to estimate grain maturity status and schedule harvest.
Traditional methods for determining CGM range from manual scouting, destructive …

A Machine Learning–Based Ergonomic Assessment of Wireless Hand Control System for Lower‐Limb Disabled Tractor Operators and Abled Female Agricultural …

S Hota, VK Tewari - Journal of Field Robotics, 2024 - Wiley Online Library
Tractor being the most used power source for agricultural operations needs hand control
(HC) and foot control (FC) to maneuver it. FCs restrict lower‐limb disabled agricultural …

Prediction of Noise Levels According to Some Exploitation Parameters of an Agricultural Tractor: A Machine Learning Approach

Ž Barač, D Radočaj, I Plaščak, M Jurišić, M Marković - AgriEngineering, 2024 - mdpi.com
The paper presents research on measuring and the possibility of prediction of noise levels
on the left and right sides of the operator within the cabin of an agricultural tractor when …

[PDF][PDF] Timber Extraction by Farm Tractors in Low-Removal-Intensity Continuous Cover Forestry: A Simulation of Operational Performance and Fuel Consumption

GO Forkuo, MV Marcu, E Iordache, SA Borz - Forests, 2024 - researchgate.net
Farm tractors represent a possible option for forwarding operations in continuous cover
forestry, given the generally lower removal intensities, relatively high dispersion of timber …