Machine-learning for mapping and monitoring shallow coral reef habitats

C Burns, B Bollard, A Narayanan - Remote Sensing, 2022 - mdpi.com
… for mapping coral reef benthic habitat classes on regional scales [15]. The limitations associated
… Oceans simultaneously (information on number of samples or which reefs in the Pacific

Mapping of coral reefs with multispectral satellites: a review of recent papers

T Nguyen, B Liquet, K Mengersen, D Sous - Remote Sensing, 2021 - mdpi.com
… reviews of work related to coral mapping are only … by the Coral Reef Expert Group for habitat
mapping and change detection on a broad scale [35]. It allows benthic habitat to be mapped

How much shallow coral habitat is there on the Great Barrier Reef?

CM Roelfsema, MB Lyons, C Castro-Sanguino… - Remote Sensing, 2021 - mdpi.com
… for mapping coral reefs by providing detailed and relevant … m) submerged banks associated
with 1581 reefs cover nearly … coral habitat on the GBR, we used the benthic category map (…

Coral habitat mapping: A comparison between maximum likelihood, Bayesian and Dempster–Shafer classifiers

MS Hossain, AM Muslim, MI Nadzri, AW Sabri… - Geocarto …, 2021 - Taylor & Francis
… coastal related applications, eg in different types of shoreline … classifier may improve coral
reef mapping approach and the … (ML), in this example coral habitat mapping on Lang Tengah …

Mapping emergent coral reefs: a comparison of pixel‐and object‐based methods

A Stone, S Hickey, B Radford… - Remote Sensing in …, 2024 - Wiley Online Library
… Benfield, SL, Guzman, HM, Mair, JM & Young, JAT (2007) Mapping the distribution of coral
reefs and associated sublittoral habitats in Pacific Panama: a comparison of optical satellite …

NASA NeMO-net's convolutional neural network: mapping marine habitats with spectrally heterogeneous remote sensing imagery

AS Li, V Chirayath… - IEEE journal of …, 2020 - ieeexplore.ieee.org
… [40] SL Benfield, HM Guzman, JM Mair, and JAT Young, “Mapping the distribution of coral
reefs and associated sublittoral habitats in Pacific Panama: A comparison of optical satellite …

[PDF][PDF] Evaluation of Object-Based Classification Methods For Mapping Benthic Habitats Using Bathymetric LiDAR Derivatives

A Tamondong, IE Cadalzo, MS Estabillo… - Philippine …, 2020 - researchgate.net
… SL Benfield, HM Guzman, JM Mair, and JAT Young, “Mapping the distribution of coral
reefs and associated sublittoral habitats in Pacific Panama: a comparison of optical satellite …

Octocoral Forests: Distribution, Abundance, and Species Richness in Cuban Coral Reefs

N Rey-Villiers, L Hernández-Fernández… - Coral Reefs of …, 2023 - Springer
… This finding is related to the spatial scale because this work … lagoon, a habitat that was not
taken into account in this study. … , gorgonias y esponjas del sublitoral habanero al oeste de la …

Shallow-water benthic habitat mapping using drone with object based image analyses

B Nababan, LOK Mastu, NH Idris, JP Panjaitan - Remote sensing, 2021 - mdpi.com
… to conduct research in the region related to benthic habitat mapping by using drone. … [24]
for mapping benthic habitats in the western Pacific on coral reef ecology produced 12 classes of …

Sentinel-2 images deliver possibilities for accurate and consistent multi-temporal benthic habitat maps in optically shallow water

P Wicaksono, SA Wulandari, W Lazuardi… - … Applications: Society and …, 2021 - Elsevier
… image used to map four classes of benthic habitat from 2017 … of four-class benthic habitat
mapping (coral reef, seagrass, … for the mapping of different issues related to benthic habitats, …