Deriving River discharge using remotely sensed water surface characteristics and satellite altimetry in the Mississippi River basin

J Gehring, B Duvvuri, E Beighley - Remote Sensing, 2022 - mdpi.com
River discharges are critical for understanding hydrologic and ecological systems, yet in situ
data are limited in many regions of the world. While approximating river discharge using …

Bed topography inference from velocity field using deep learning

M Kiani-Oshtorjani, C Ancey - Water, 2023 - mdpi.com
Measuring bathymetry has always been a major scientific and technological challenge. In
this work, we used a deep learning technique for inferring bathymetry from the depth …

River Discharge Inversion Algorithm Based on the Surface Velocity of Microwave Doppler Radar

Z Chen, T Wang, C Zhao, Z He - Remote Sensing, 2023 - mdpi.com
Non-contact methods, which are of great significance to the measurement of river discharge,
can not only improve the efficiency of measurement but can also ensure the safety of …

Sensitivity of surface currents to bathymetry in a partially mixed estuary with applications to inverse modeling

D Ardağ, G Wilson - Journal of Atmospheric and Oceanic …, 2022 - journals.ametsoc.org
An inversion technique was tested for estimating bathymetry from observations of surface
currents in a partially mixed estuary, the mouth of the Columbia River (MCR). The …

Stochastic Simulations and Machine Learning Modeling to Predict Bedload Transport and Bed Topography

M Kiani Oshtorjani - 2024 - infoscience.epfl.ch
In computational hydraulics models, predicting bed topography and bedload transport with
sufficient accuracy remains a significant challenge. An accurate assessment of a river's …

[PDF][PDF] MIST: An Interactive Machine Learning Application for Video Segmentation

LK Smith, CJ Michael - 2021 - apps.dtic.mil
Many branches of research rely on video capture as a measurement tool. For instance,
video analysis of water surfaces may be used to map the underlying bathymetry [2]. In many …

Airborne Remote Sensing of Currents on the Yukon River

SP Anderson, S Zuckerman… - 2019 IEEE/OES Twelfth …, 2019 - ieeexplore.ieee.org
This paper reports on the remote measurement of river currents and derived bathymetry from
airborne time-series imagery. The data were collected with the NOAA Digital Sensor System …