Yolov5 with convmixer prediction heads for precise object detection in drone imagery

R Baidya, H Jeong - Sensors, 2022 - mdpi.com
The potency of object detection techniques using Unmanned Aerial Vehicles (UAVs) is
unprecedented due to their mobility. This potency has stimulated the use of UAVs with object …

[HTML][HTML] Unmanned Aerial Geophysical Remote Sensing: A Systematic Review

F Dadrass Javan, F Samadzadegan, A Toosi… - Remote Sensing, 2024 - mdpi.com
Geophysical surveys, a means of analyzing the Earth and its environments, have
traditionally relied on ground-based methodologies. However, up-to-date approaches …

Estimation of surface soil moisture by a multi‐elevation UAV‐based ground penetrating radar

Q Cheng, Q Su, A Binley, J Liu… - Water Resources …, 2023 - Wiley Online Library
The measurement of soil moisture is important for a wide range of applications, including
ecosystem conservation and agricultural management. However, most traditional …

[HTML][HTML] Identification, mapping, and characterisation of a mature artificial mole channel network using ground-penetrating radar

KE Deuss, PC Almond, S Carrick, LJ Kees - Agricultural Water …, 2023 - Elsevier
Mole channel drainage is a cost-effective and efficient way to drain slowly permeable
agricultural soils. Artificial drainage has the potential to significantly influence catchment …

Artificial intelligence for assessing organic matter content and related soil properties

R Lal - Journal of Soil and Water Conservation, 2024 - jswconline.org
Settled farming or agriculture has un-dergone several revolutionary periods ever since its
start about 10 millennia ago (Jellason et al. 2021; Akinkuotu 2023). The first Agricultural …

Comprehensive GPR Signal Analysis via Descriptive Statistics and Machine Learning

H Namdari, M Moradikia, DT Petkie… - … on Wireless for …, 2023 - ieeexplore.ieee.org
This paper presents a comprehensive analysis of how various soil characteristics impact the
features of Ground Penetrating Radar (GPR) received signals. These characteristics include …

[HTML][HTML] Imaging tree root systems using ground penetrating radar (GPR) data in Brazil

A Almeida Rocha, WR Borges… - Frontiers in Earth …, 2024 - frontiersin.org
Trees sequester carbon dioxide from the atmosphere through photosynthesis, storing it in
branches, stems, and roots, where the belowground carbon fraction, approximately ¼ of the …

Digital Yield Predictions

T Lipping, P Ranta - Digital Agriculture: A Solution for Sustainable Food …, 2023 - Springer
Yield prediction is a vast area of study involving different fields of science such as
agriculture, plant physiology, informatics, and machine learning. Numerous review papers …

[PDF][PDF] Unmanned Aerial Geophysical Remote Sensing: A Survey

FD Javan, F Samadzadegan, A Toosi… - 2024 - preprints.org
Geophysical surveys, a conventional means of analyzing the Earth and its environs, have
traditionally relied on ground-based methodologies. However, up-to-date approaches …

A study of the soil pattern, properties and hydrology of a mole and tile-drained, loess-mantled downland in Southland, New Zealand: A thesis submitted in partial …

KE Deuss - 2022 - researcharchive.lincoln.ac.nz
Dissected, loess-mantled terraces (downlands) are a dominant component of the soil-
landscape in Southland, New Zealand and commonly contain soils with dense subsoils that …