Remote sensing big data for water environment monitoring: current status, challenges, and future prospects

J Chen, S Chen, R Fu, D Li, H Jiang, C Wang… - Earth's …, 2022 - Wiley Online Library
Accurate water extraction and quantitative estimation of water quality are two key and
challenging issues for remote sensing of water environment. Recent advances in remote …

[HTML][HTML] A robust large-scale surface water mapping framework with high spatiotemporal resolution based on the fusion of multi-source remote sensing data

J Li, L Li, Y Song, J Chen, Z Wang, Y Bao… - International Journal of …, 2023 - Elsevier
Large-scale and dynamic surface water mapping is crucial for understanding the impact of
global climate change and human activities on the distribution of surface water resources …

HA-Net: A lake water body extraction network based on hybrid-scale attention and transfer learning

Z Wang, X Gao, Y Zhang - Remote Sensing, 2021 - mdpi.com
Due to the large quantity of noise and complex spatial background of the remote sensing
images, how to improve the accuracy of semantic segmentation has become a hot topic …

[HTML][HTML] Automated extraction of lake water bodies in complex geographical environments by fusing Sentinel-1/2 Data

M Li, L Hong, J Guo, A Zhu - Water, 2022 - mdpi.com
Lakes are an important component of global water resources. Lake water bodies extraction
based on satellite remote sensing mainly utilizes optical or radar data. However, due to the …

Dynamics of human-induced lakes and their impact on land surface temperature in Toshka Depression, Western Desert, Egypt

RM Abou Samra - Environmental Science and Pollution Research, 2022 - Springer
Abstract Changes in land-use/land-cover (LULC) give rise to several environmental
problems which modify the microclimate of a region. Therefore, land surface temperature …

Fusing landsat-8, sentinel-1, and sentinel-2 data for river water mapping using multidimensional weighted fusion method

Q Liu, S Zhang, N Wang, Y Ming… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
River water extent is critical for understanding river discharge or its hydrological conditions.
Although numerous methods have been proposed to map river water from either optical or …

Use of remote sensing techniques to assess water storage variations and flood-related inflows for the Hawizeh wetland

WA Alawadi, ZAHA Raheem, DA Yaseen - Environmental Monitoring and …, 2023 - Springer
High spatial and temporal resolution remote sensing data are becoming readily available.
This has made the use of remote sensing to monitor and quantify spatiotemporal changes in …

All-Weather and Superpixel Water Extraction Methods Based on Multisource Remote Sensing Data Fusion

X Chen, F Gao, Y Li, B Wang, X Li - Remote Sensing, 2022 - mdpi.com
The high spatial and temporal resolution of water body data offers valuable guidance for
disaster monitoring and assessment. These data can be employed to quickly identify water …

Automated training data generation from spectral indexes for mapping surface water extent with sentinel-2 satellite imagery at 10 m and 20 m resolutions

K Lasko, MC Maloney, SJ Becker, AWH Griffin… - Remote Sensing, 2021 - mdpi.com
This study presents an automated methodology to generate training data for surface water
mapping from a single Sentinel-2 granule at 10 m (4 band, VIS/NIR) or 20 m (9 band …

[PDF][PDF] Assessment of surface water dynamics through satellite mapping with Google Earth Engine and Sentinel-2 data in Manipur, India

V Pandey, PK Pandey, PT Lepcha… - Journal of Water and …, 2024 - iwaponline.com
Accurate surface water mapping is crucial for watershed planning and safeguarding
regional water resources. The study aimed to extract the extent of seasonal surface water …