Orchard monitoring based on unmanned aerial vehicles and image processing by artificial neural networks: a systematic review

D Popescu, L Ichim, F Stoican - Frontiers in Plant Science, 2023 - frontiersin.org
Orchard monitoring is a vital direction of scientific research and practical application for
increasing fruit production in ecological conditions. Recently, due to the development of …

Integration of machine learning and remote sensing for assessing the change detection of mangrove forests along the Mumbai coast

S Sawant, P Bonala, A Joshi, M Shindikar… - Journal of Earth System …, 2024 - Springer
Mangrove forests, being high-yielding ecosystems, often dominate the intertidal sites along
equatorial and subtropical coasts. Despite the known significance of mangroves to the …

[HTML][HTML] DSAIL-TreeVision: A software tool for extracting tree biophysical parameters from stereoscopic images

C Kiplimo, CE Epege, C wa Maina, B Okal - SoftwareX, 2024 - Elsevier
Reliable forest data is crucial for policy and investment decisions, hence the need to monitor
forests. Tree harvesting policies, informed by tree attribute data, can help prevent excessive …

Extraction and analysis of snow covered area from high resolution satellite imageries using K-means clustering

BG Kodge - Earth Science Informatics, 2023 - Springer
Numerous environmental issues are being faced by the world today as a result of
unfavorable climate changes brought on by global warming and other man-made factors, as …

An investigation of ancient water collection and storage systems near the Karahantepe neolithic site using UAV and GIS

N Polat - Environmental Archaeology, 2023 - Taylor & Francis
This study aimed to investigate the ancient water collection and storage systems near the
Karahantepe Neolithic Site, located 500 m to the north, utilising unmanned aerial vehicles …

[HTML][HTML] Spectral–Spatial transformer-based semantic segmentation for large-scale mapping of individual date palm trees using very high-resolution satellite data

R Al-Ruzouq, MBA Gibril, A Shanableh, J Bolcek… - Ecological …, 2024 - Elsevier
Date palm plantations in the United Arab Emirates (UAE) are under threat from soil salinity,
drought, and date palm weevils. Accordingly, monitoring and conserving date palms are …

Large-scale assessment of date palm plantations based on UAV remote sensing and multiscale vision transformer

MBA Gibril, HZM Shafri, A Shanableh… - Remote Sensing …, 2024 - Elsevier
Timely and efficient mapping of date palm plantations through unmanned aerial vehicle
(UAV) remote sensing is critical for continuous observation, health and risk evaluation, pest …

A u-net based segmentation and classification approach over orthophoto maps of archaeological sites

G Gök, S Küçük, M Kurt, E Tarı - 2023 31st Signal Processing …, 2023 - ieeexplore.ieee.org
In recent years, remote sensing and deep learning methods have frequently been used to
segment aerial images obtained by satellite, unmanned, or manned aerial vehicles …

Exploring structural deterioration at historical buildings with UAV photogrammetry

EB Dörtbudak, Ş Akça, N Polat - Cultural Heritage and Science, 2023 - dergipark.org.tr
The preservation and transmission of cultural heritage to future generations are crucial in
today's rapidly advancing world. This study focuses on the application of Unmanned Aerial …

Assessing road roughness using UAV-derived dense point clouds

N Polat, Ş Akça - Mersin Photogrammetry Journal, 2023 - dergipark.org.tr
The quality and safety of road networks are of paramount importance in modern
transportation infrastructure. Road surface conditions, particularly road roughness …