Use of machine learning and remote sensing techniques for shoreline monitoring: A review of recent literature

CAD Tsiakos, C Chalkias - Applied Sciences, 2023 - mdpi.com
Climate change and its effects (ie, sea level rise, extreme weather events) as well as
anthropogenic activities, determine pressures to the coastal environments and contribute to …

Mapping landslides from space: A review

A Novellino, C Pennington, K Leeming, S Taylor… - Landslides, 2024 - Springer
Landslide hazards have significant social, economic, and environmental impact. This work
provides a critical review of the main existing literature using satellite data for mapping …

Benchmarking satellite-derived shoreline mapping algorithms

K Vos, KD Splinter, J Palomar-Vázquez… - … Earth & Environment, 2023 - nature.com
Satellite remote sensing is becoming a widely used monitoring technique in coastal
sciences. Yet, no benchmarking studies exist that compare the performance of popular …

Botanicx-ai: Identification of tomato leaf diseases using an explanation-driven deep-learning model

M Bhandari, TB Shahi, A Neupane, KB Walsh - Journal of Imaging, 2023 - mdpi.com
Early and accurate tomato disease detection using easily available leaf photos is essential
for farmers and stakeholders as it help reduce yield loss due to possible disease epidemics …

Assessing the accuracy of Sentinel-2 instantaneous subpixel shorelines using synchronous UAV ground truth surveys

N Pucino, DM Kennedy, M Young… - Remote Sensing of …, 2022 - Elsevier
Due to recent technological advancements in the field of cloud-based satellite remote
sensing, the barriers to global analysis ready dataset access and processing have lowered …

Surveying You Only Look Once (YOLO) Multispectral Object Detection Advancements, Applications And Challenges

JE Gallagher, EJ Oughton - IEEE Access, 2025 - ieeexplore.ieee.org
Multispectral imaging and deep learning have emerged as powerful tools supporting diverse
use cases from autonomous vehicles to agriculture, infrastructure monitoring and …

Coastal evolution and future projections in Conde County, Brazil: A multi-decadal assessment via remote sensing and sea-level rise scenarios

CAG Santos, GR do Nascimento, LMT Freitas… - Science of The Total …, 2024 - Elsevier
Global sea levels, having risen by approximately 20 cm since the mid-19th century,
necessitate a critical examination of their impacts on shoreline dynamics. This research …

[HTML][HTML] Satellite-based shoreline detection along high-energy macrotidal coasts and influence of beach state

A Konstantinou, T Scott, G Masselink, K Stokes… - Marine Geology, 2023 - Elsevier
Earth observation coupled with novel image analysis techniques now present a unique and
powerful tool for the historical study of shoreline change at local to global scale. However …

The future of coastal monitoring through satellite remote sensing

S Vitousek, D Buscombe, K Vos, PL Barnard… - Cambridge Prisms …, 2023 - cambridge.org
Satellite remote sensing is transforming coastal science from a “data-poor” field into a “data-
rich” field. Sandy beaches are dynamic landscapes that change in response to long-term …

Hydro-geomorphological regime of the lower Yellow river and delta in response to the water–sediment regulation scheme: Process, mechanism and implication

J Wang, B Shi, Q Yuan, E Zhao, T Bai, S Yang - Catena, 2022 - Elsevier
The water and sediment regulation schemes (WSRS) orientated by dams have profoundly
adjusted the hydrological process and geomorphological evolution of the lower Yellow River …