A review of coral reef classification study using deep learning approach

TNT Arsad, EA Awalludin, Z Bachok… - AIP Conference …, 2023 - pubs.aip.org
Corals are critical as indicators of the health and diversity of the marine ecosystem. Corals,
on the other hand, are complex organisms to study due to their sensitivity to changes in …

Coralvos: Dataset and benchmark for coral video segmentation

Z Ziqiang, X Yaofeng, L Haixin, Y Zhibin… - arXiv preprint arXiv …, 2023 - arxiv.org
Coral reefs formulate the most valuable and productive marine ecosystems, providing
habitat for many marine species. Coral reef surveying and analysis are currently confined to …

Effects of tourism-derived sewage on coral reefs: Isotopic assessments identify effective bioindicators

L Lachs, NAM Johari, DQ Le, CDM Safuan… - Marine Pollution …, 2019 - Elsevier
Abstract Pulau Redang and Pulau Tioman have experienced huge tourism growth over the
last two decades, but minimal sewage treatment may threaten the resilience of their coral …

Coral health status assessment in Malaysia islands; looking towards Marine Spatial Planning

CDM Safuan, ARM Ashraf, CH Tan, SN Jaafar… - Ocean & Coastal …, 2021 - Elsevier
In enhancing coral reef management, identifying the key threats that influence the coral reefs
ecosystem needs accurate information on the current knowledge of coral health status and …

First record of tropical storm (Pabuk-January 2019) damage on shallow water reef in Pulau Bidong, south of South China Sea

CDM Safuan, NH Roseli, Z Bachok, MF Akhir… - Regional Studies in …, 2020 - Elsevier
Little is known regarding the damage caused by tropical storms to the coral reefs in the
southern region of the South China Sea, especially in Malaysia where tropical storms are a …

Adopting Marine Spatial Planning (MSP) using coral health assessment as indicator: A case study in Pulau Redang Marine Park, Malaysia

F Razak, WY Lua, NH Abd Rasid, N Aziz… - Ocean & Coastal …, 2024 - Elsevier
Pulau Redang is a marine park island that serves as one of Malaysian tourism hot spots
harbouring clear underwater scenery of coral reef ecosystem. Apart from providing …

An efficient coral survey method based on a large-scale 3-D structure model obtained by Speedy Sea Scanner and U-Net segmentation

K Mizuno, K Terayama, S Hagino, S Tabeta… - Scientific reports, 2020 - nature.com
Over the last 3 decades, a large portion of coral cover has been lost around the globe. This
significant decline necessitates a rapid assessment of coral reef health to enable more …

Cost‐effective seafloor habitat mapping using a portable speedy sea scanner and deep‐learning‐based segmentation: A sea trial at Pujada Bay, Philippines

K Terayama, K Mizuno, S Tabeta… - Methods in Ecology …, 2022 - Wiley Online Library
Various sampling and monitoring strategies have been developed to assess marine habitats
and life‐forms. However, the cost‐effectiveness of such survey methods (eg line intercept …

Diversity and abundance of scleractinian corals in the east coast of Peninsular Malaysia: A case study of Redang and Tioman Islands

KF Akmal, S Shahbudin, MHM Faiz… - Ocean Science Journal, 2019 - Springer
The species lists of scleractinian hard corals in Peninsular Malaysia have not been updated
for 15 years. The present study aimed to determine the diversity and abundance patterns of …

Limited potential of deep reefs to serve as refuges for tropical Southwestern Atlantic corals

J Morais, BA Santos - Ecosphere, 2018 - Wiley Online Library
The deep reef refuge hypothesis (DRRH) predicts that deep coral reefs may act as refuges
against major disturbances affecting shallow reefs, but to date, a few studies have explicitly …