Advancing 3D point cloud understanding through deep transfer learning: A comprehensive survey
The 3D point cloud (3DPC) has significantly evolved and benefited from the advance of
deep learning (DL). However, the latter faces various issues, including the lack of data or …
deep learning (DL). However, the latter faces various issues, including the lack of data or …
Uncrewed aerial systems in water resource management and monitoring: a review of sensors, applications, software, and issues
Uncrewed aerial systems (UASs) are becoming very popular in the domain of water
resource mapping and management (WRMM). Being a cheaper and quicker option capable …
resource mapping and management (WRMM). Being a cheaper and quicker option capable …
An improved tandem neural network architecture for inverse modeling of multicomponent reactive transport in porous media
Parameter estimation for reactive transport models (RTMs) is important in improving their
predictive capacity for accurately simulating subsurface hydrogeochemical processes. This …
predictive capacity for accurately simulating subsurface hydrogeochemical processes. This …
ATLANTIS: A benchmark for semantic segmentation of waterbody images
Vision-based semantic segmentation of waterbodies and nearby related objects provides
important information for managing water resources and handling flooding emergency …
important information for managing water resources and handling flooding emergency …
[HTML][HTML] River water segmentation in surveillance camera images: A comparative study of offline and online augmentation using 32 CNNs
To obtain reliable water segmentations from image data for real-time monitoring of river
water levels, a comparison of 32 convolutional neural networks was performed. They were …
water levels, a comparison of 32 convolutional neural networks was performed. They were …
Hydro‐morphological mapping of river reaches using videos captured with UAS
A Eltner, L Bertalan, J Grundmann… - Earth Surface …, 2021 - Wiley Online Library
Unoccupied aerial systems (UASs) are frequently used in the field of fluvial geomorphology
due to their capabilities for observing the continuum rather than single sample points. We …
due to their capabilities for observing the continuum rather than single sample points. We …
Adaptively monitoring streamflow using a stereo computer vision system
NR Hutley, R Beecroft, D Wagenaar… - Hydrology and Earth …, 2023 - hess.copernicus.org
The gauging of free surface flows in waterways provides the foundation for monitoring and
managing the water resources of built and natural environments. A significant body of …
managing the water resources of built and natural environments. A significant body of …
Remote sensing of riparian ecosystems
Riparian zones are dynamic ecosystems that form at the interface between the aquatic and
terrestrial components of a landscape. They are shaped by complex interactions between …
terrestrial components of a landscape. They are shaped by complex interactions between …
Recent advancements and perspectives in UAS-based image velocimetry
Videos acquired from Unmanned Aerial Systems (UAS) allow for monitoring river systems at
high spatial and temporal resolutions providing unprecedented datasets for hydrological …
high spatial and temporal resolutions providing unprecedented datasets for hydrological …
[HTML][HTML] A cost-effective image-based system for 3D geomorphic monitoring: An application to rockfalls
Change-detection monitoring plays a crucial role in geoscience, facilitating the examination
of earth surface processes and the mitigation of potential risks due to natural hazards. A …
of earth surface processes and the mitigation of potential risks due to natural hazards. A …