[HTML][HTML] Advancing Agricultural Crop Recognition: The Application of LSTM Networks and Spatial Generalization in Satellite Data Analysis

A Gafurov, S Mukharamova, A Saveliev, O Yermolaev - Agriculture, 2023 - mdpi.com
This study addresses the challenge of accurate crop detection using satellite data, focusing
on the application of Long Short-Term Memory (LSTM) networks. The research employs a …

The influence of water level hydrodynamics on potential changes in the morphology of a mountain reservoir shore zone

M Kędra, Ł Wiejaczka, T Zydroń, M Kijowska-Strugała… - Catena, 2023 - Elsevier
This study evaluates the influence of water level fluctuations in a mountain reservoir on
potential changes in the morphology of its shore zone. The analysis was carried out in the …

[HTML][HTML] Accuracy comparison and assessment of DSM derived from GFDM satellite and GF-7 satellite imagery

X Zhu, X Tang, G Zhang, B Liu, W Hu - Remote sensing, 2021 - mdpi.com
Digital Surface Model (DSM) derived from high resolution satellite imagery is important for
various applications. GFDM is China's first civil optical remote sensing satellite with multiple …

[HTML][HTML] Measuring annual sedimentation through high accuracy UAV-photogrammetry data and comparison with RUSLE and PESERA erosion models

S Alexiou, N Efthimiou, M Karamesouti… - Remote Sensing, 2023 - mdpi.com
Model-based soil erosion studies have increased in number, given the availability of
geodata and the recent technological advances. However, their accuracy remains rather …

[HTML][HTML] Detecting shoreline changes on the beaches of Hainan island (China) for the period 2013–2023 using multi-source data

R Yuan, R Xu, H Zhang, Y Hua, H Zhang, X Zhong… - Water, 2024 - mdpi.com
This study presents an in-depth analysis of the dynamic beach landscapes of Hainan Island,
which is located at the southernmost tip of China. Home to over a hundred natural and …

[HTML][HTML] Channel Gradient as a Factor in the Distribution of Beaver Dams and Ponds on Small Rivers: A Case Study in the Northern Extremity of the Volga Upland, the …

AG Sharifullin, AV Gusarov, OA Lavrova, AA Beylich - Water, 2023 - mdpi.com
A very noticeable increase in the beaver population (mainly the Eurasian beaver (Castor
fiber L.)) in the East European Plain since the end of the 20th century through reintroduction …

Elevation-related variations of soil disintegration and its driving forces in the water level fluctuation zone of the Three Gorges Reservoir, China

J Lv, Y Bao, L Yang, X He, H Zhang, H Li - Geomorphology, 2024 - Elsevier
Soil disintegration is a key process of the early stages of soil erosion. The water level
fluctuation zone (WLFZ) in reservoirs undergoes seasonal changes involving periodic …

[HTML][HTML] A landslide monitoring method using data from unmanned aerial vehicle and terrestrial laser scanning with insufficient and inaccurate ground control points

J Zhou, N Jiang, C Li, H Li - Journal of Rock Mechanics and Geotechnical …, 2024 - Elsevier
Non-contact remote sensing techniques, such as terrestrial laser scanning (TLS) and
unmanned aerial vehicle (UAV) photogrammetry, have been globally applied for landslide …

Forest Community Spatial Modeling Using Machine Learning and Remote Sensing Data

A Gafurov, V Prokhorov, M Kozhevnikova, B Usmanov - Remote Sensing, 2024 - mdpi.com
This study examines the application of unsupervised classification techniques in the
mapping of forest vegetation, aiming to align vegetation cover with the Braun-Blanquet …

Shoreline change rate estimation: Impact on salt production in Kutubdia Island using multi-temporal satellite data and geo-statistics

MK Islam, MNH Fahad, MA Chowdhury… - … Applications: Society and …, 2023 - Elsevier
The coastline is a natural interface that separates the wet and dry parts of the beach.
Shoreline configuration is always influenced by natural and anthropogenic forces. Storm …