[PDF][PDF] Applications of Machine Learning and Remote Sensing in Soil and Water Conservation

YI Kim, WH Park, Y Shin, JW Park, B Engel, YJ Yun… - Hydrology, 2024 - preprints.org
The application of machine learning (ML) and remote sensing (RS) in soil and water
conservation has become a powerful tool. As analytical tools continue to advance, the …

High spatiotemporal resolution analysis on suspended sediment and microplastic transport of a lowland river

A Mohsen, A Balla, T Kiss - Science of the Total Environment, 2023 - Elsevier
The suspended sediment (SS) and microplastic (MP) transport in rivers is quite a complex
process, influenced by several spatially and temporally changing factors (eg, hydrology …

Machine Learning in Geosciences: A Review of Complex Environmental Monitoring Applications

MS Binetti, C Massarelli, VF Uricchio - Machine Learning and Knowledge …, 2024 - mdpi.com
This is a systematic literature review of the application of machine learning (ML) algorithms
in geosciences, with a focus on environmental monitoring applications. ML algorithms, with …

Retrieval of suspended sediment concentration (SSC) in the Arabian Gulf water of arid region by Sentinel-2 data

R Sankaran, JA Al-Khayat, J Aravinth… - Science of the Total …, 2023 - Elsevier
Suspended sediment concentration (SSC) in water increases temperature and turbidity,
limits the photosynthesis of aquatic plants, and reduces biologically available oxygen. It is …

Riverine Microplastic Quantification: A novel approach integrating satellite images, neural network, and suspended sediment data as a proxy

A Mohsen, F Kovács, T Kiss - Sensors, 2023 - mdpi.com
Rivers transport terrestrial microplastics (MP) to the marine system, demanding cost-effective
and frequent monitoring, which is attainable through remote sensing. This study aims to …

Estimation of the Water Level in the Ili River from Sentinel-2 Optical Data Using Ensemble Machine Learning

RI Mukhamediev, A Terekhov, G Sagatdinova… - Remote Sensing, 2023 - mdpi.com
Monitoring of the water level and river discharge is an important task, necessary both for
assessment of water supply in the current season and for forecasting water consumption …

Spatial variations in microfiber transport in a transnational river basin

A Balla, A Mohsen, S Gönczy, T Kiss - Applied Sciences, 2022 - mdpi.com
Five countries share the catchment of the Tisza River (Central Europe). In most households
electricity and water are available, and by washing synthetic clothes they can produce a …

Increased Riparian Vegetation Density and Its Effect on Flow Conditions

T Kiss, I Fehérváry - Sustainability, 2023 - mdpi.com
The physical and biological structure of riparian vegetation fundamentally influences
floodplain roughness, and thus the flood velocity and flood levels of a river. The study aims …

[HTML][HTML] Tiber River-Driven Chlorophyll-a and Total Suspended Matter Dynamics and Their Impacts along the Central Tyrrhenian Sea Coast: A Sentinel-2 Approach

D Varghese, V Piermattei, A Madonia… - International Journal of …, 2024 - Elsevier
Abstract Chlorophyll-a (Chl-a) and Total Suspended Matter (TSM) are key health indicators
of the coastal ocean and seas. The former is linked to primary productivity, while the latter is …

[HTML][HTML] Automated parameter estimation for geothermal reservoir modeling using machine learning

A Suzuki, S Shi, T Sakai, K Fukui, S Onodera… - Renewable Energy, 2024 - Elsevier
In geothermal developments, characterizing hydrothermal flow is essential for predicting
future production and designing effective development strategies. Numerical simulation …