Characterising the distribution of mangroves along the southern coast of Vietnam using multi-spectral indices and a deep learning model

TV Tran, R Reef, X Zhu, A Gunn - Science of the Total Environment, 2024 - Elsevier
Mangroves are an ecologically and economically valuable ecosystem that provides a range
of ecological services, including habitat for a diverse range of plant and animal species …

A multiscale feature fusion enhanced CNN with the multiscale channel attention mechanism for efficient landslide detection (MS2LandsNet) using medium-resolution …

W Lu, Y Hu, W Shao, H Wang, Z Zhang… - International Journal of …, 2024 - Taylor & Francis
Deep learning (DL) models have been widely used for remote sensing-based landslide
map** due to their impressive capabilities for automatic information extraction. However …

Utilizing multitemporal indices and spectral bands of Sentinel-2 to enhance land use and land cover classification with random forest and support vector machine

A Arfa, M Minaei - Advances in Space Research, 2024 - Elsevier
Multitemporal imagery offers a critical advantage by capturing seasonal variations, which
are essential for differentiating between land use and land cover (LULC) types. While these …

[HTML][HTML] Improving land use and land cover information of Wunbaik mangrove area in Myanmar using U-Net model with multisource remote sensing datasets

WS Maung, S Tsuyuki, Z Guo - Remote Sensing, 2023 - mdpi.com
Information regarding land use and land cover (LULC) is essential for regional land and
forest management. The contribution of reliable LULC information remains a challenge …

[HTML][HTML] Deep learning-based automatic extraction of cyanobacterial blooms from Sentinel-2 MSI satellite data

K Yan, J Li, H Zhao, C Wang, D Hong, Y Du, Y Mu… - Remote Sensing, 2022 - mdpi.com
Cyanobacterial harmful algal blooms (CyanoHABs) in inland water have emerged as a
major global environmental challenge. Although satellite remote sensing technology has …

Map** and evaluating sustainable and unsustainable urban areas for ecological management towards achieving low-carbon city: an empirical study of Asir Region …

S Alqadhi, AA Bindajam, J Mallick, Shahfahad… - … Science and Pollution …, 2023 - Springer
Urbanisation can cause a variety of environmental and health issues, which has prompted
experts to evaluate degraded areas and develop management strategies aimed at …

Assessing the Impact of Habitat Fragmentation on the Distribution of Juvenile and Larval Sillago Species in the Ka Long Estuary Located in Northern Vietnam

ANT Do - Ocean Science Journal, 2024 - Springer
Habitat fragmentation has the potential to impact animal diversity by diminishing ecological
connectivity, particularly in estuarine and mangrove environments, where numerous aquatic …

Marine aquaculture map** using GF-1 WFV satellite images and full resolution cascade convolutional neural network

Y Fu, S You, S Zhang, K Cao, J Zhang… - … Journal of Digital …, 2022 - Taylor & Francis
Growing demand for seafood and reduced fishery harvests have raised intensive farming of
marine aquaculture in coastal regions, which may cause severe coastal water problems …

[HTML][HTML] Assessing the potential of nature-based solutions as sustainable land and water management strategies in the high tropical Andean páramo ecosystem

K Fonseca, JSA Triana, M Ramírez, W Martínez… - Journal of …, 2024 - Elsevier
Nature-based solutions (NbS) are gaining attention as viable strategies for restoring water-
rich ecosystems such as the páramo. However, the lack of evidence on their effectiveness …

The development land utilization and cover of the Jambi district are examined and forecasted using Google Earth Engine and CNN1D

MI Habibie, N Nurda, DB Sencaki, PK Putra… - Remote Sensing …, 2024 - Elsevier
Land cover map** is an essential procedure that yields extremely helpful data for many
enterprises, including land supply, spatial planning, disaster assistance, and agricultural …