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 …
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
Geophysical surveys, a means of analyzing the Earth and its environments, have
traditionally relied on ground-based methodologies. However, up-to-date approaches …
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
The measurement of soil moisture is important for a wide range of applications, including
ecosystem conservation and agricultural management. However, most traditional …
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
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 …
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 …
start about 10 millennia ago (Jellason et al. 2021; Akinkuotu 2023). The first Agricultural …
Comprehensive GPR Signal Analysis via Descriptive Statistics and Machine Learning
This paper presents a comprehensive analysis of how various soil characteristics impact the
features of Ground Penetrating Radar (GPR) received signals. These characteristics include …
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 …
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 …
agriculture, plant physiology, informatics, and machine learning. Numerous review papers …
[PDF][PDF] Unmanned Aerial Geophysical Remote Sensing: A Survey
Geophysical surveys, a conventional means of analyzing the Earth and its environs, have
traditionally relied on ground-based methodologies. However, up-to-date approaches …
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 …
landscape in Southland, New Zealand and commonly contain soils with dense subsoils that …