Monitoring inland water via Sentinel satellite constellation: A review and perspective

F Zeng, C Song, Z Cao, K Xue, S Lu, T Chen… - ISPRS Journal of …, 2023 - Elsevier
Abstract Clean Water and Sanitation, the sixth goal of Sustainable Development Goals
(SDGs 6) is a call for action by the United Nations aiming at balancing the water cycle for …

[HTML][HTML] A comparison between Pixel-based deep learning and Object-based image analysis (OBIA) for individual detection of cabbage plants based on UAV Visible …

Z Ye, K Yang, Y Lin, S Guo, Y Sun, X Chen… - … and Electronics in …, 2023 - Elsevier
It is challenging to accurately and rapidly extract crops based on the ultra-high spatial
resolution images of uncrewed aerial vehicle (UAV). Object-based image analysis (OBIA) …

Water depth estimation from Sentinel-2 imagery using advanced machine learning methods and explainable artificial intelligence

V Saeidi, ST Seydi, B Kalantar, N Ueda… - … , Natural Hazards and …, 2023 - Taylor & Francis
The estimation of water depth in coastal areas and shallow waters is crucial for marine
management and monitoring. However, direct measurements using fieldwork methods can …

Semi-automated bathymetry using Sentinel-2 for coastal monitoring in the Western Mediterranean

SP Viaña-Borja, A Fernández-Mora, RP Stumpf… - International Journal of …, 2023 - Elsevier
Nearshore bathymetry is one of the main parameters used in coastal studies. However,
regular and continuous bathymetries are scarce due to the difficulty of continuous data …

Band-optimized bidirectional LSTM deep learning model for bathymetry inversion

X Xi, M Chen, Y Wang, H Yang - Remote Sensing, 2023 - mdpi.com
Shallow water bathymetry is of great significance in understanding, managing, and
protecting coastal ecological environments. Many studies have shown that both empirical …

Satsead: Satellite triangulated sea depth open-source bathymetry module for nasa ames stereo pipeline

M Palaseanu-Lovejoy, O Alexandrov, J Danielson… - Remote Sensing, 2023 - mdpi.com
We developed the first-ever bathymetric module for the NASA Ames Stereo Pipeline (ASP)
open-source topographic software called Satellite Triangulated Sea Depth, or SaTSeaD, to …

Nearshore bathymetry and seafloor property studies from Space lidars: CALIPSO and ICESat-2

X Lu, Y Hu, A Omar, Y Yang, M Vaughan, S Rodier… - Optics …, 2022 - opg.optica.org
In shallow nearshore waters, seafloor heights and properties can be accurately measured
by the current generation of space-based elastic backscatter lidars: CALIOP, flying aboard …

Deriving coastal shallow bathymetry from Sentinel 2-, Aircraft-and UAV-derived orthophotos: A case study in Ligurian Marinas

L Apicella, M De Martino, I Ferrando, A Quarati… - Journal of Marine …, 2023 - mdpi.com
Bathymetric surveys of shallow waters are increasingly necessary for navigational safety
and environmental studies. In situ surveys with floating acoustic sensors allow the collection …

Geospatial Intelligence and Machine Learning Technique for Urban Mapping in Coastal Regions of South Aegean Volcanic Arc Islands

P Krassakis, A Karavias, P Nomikou, K Karantzalos… - Geomatics, 2022 - mdpi.com
Coastal environments are globally recognized for their spectacular morphological
characteristics as well as economic opportunities, such as fisheries and tourism industries …

[PDF][PDF] Prerequisite condition of diffuse attenuation coefficient Kd (490) for detecting seafloor from ICESat-2 geolocated photons during shallow water bathymetry

D Giribabu, R Hari, J Sharma, A Sharma, K Ghosh… - …, 2023 - researchgate.net
Bathymetry refers to the depth measurement of the topographic seafloor surface and is
essential geophysical data for understanding the land-ocean interplay. Recently …