Opportunities for seagrass research derived from remote sensing: A review of current methods

BK Veettil, RD Ward, MDAC Lima, M Stankovic… - Ecological …, 2020 - Elsevier
Seagrass communities provide critical ecosystem and provisioning services for both human
populations and a wide range of associated species globally. However, it has been reported …

A novel deep learning algorithm for broad scale seagrass extent map** in shallow coastal environments

J Peng, J Li, TC Ingalls, SR Schill, HR Kerner… - ISPRS Journal of …, 2025 - Elsevier
Recently, the importance of seagrasses in the functioning of coastal ecosystems and their
ability to mitigate climate change has gained increased recognition. However, there has …

Comparing Sentinel-2 and WorldView-3 imagery for coastal bottom habitat map** in Atlantic Canada

KL Wilson, MC Wong, E Devred - Remote Sensing, 2022 - mdpi.com
Satellite remote sensing is a valuable tool to map and monitor the distribution of marine
macrophytes such as seagrass and seaweeds that perform many ecological functions and …

[HTML][HTML] Quantifying seagrass distribution in coastal water with deep learning models

D Perez, K Islam, V Hill, R Zimmerman, B Schaeffer… - Remote Sensing, 2020 - mdpi.com
Coastal ecosystems are critically affected by seagrass, both economically and ecologically.
However, reliable seagrass distribution information is lacking in nearly all parts of the world …

Seagrass detection in coastal water through deep capsule networks

KA Islam, D Pérez, V Hill, B Schaeffer… - Chinese Conference on …, 2018 - Springer
Seagrass is an important factor to balance marine ecological systems, and there is a great
interest in monitoring its distribution in different parts of the world. This paper presents a …

A transfer learning approach for the 2018 FEMH voice data challenge

KA Islam, D Perez, J Li - … conference on big data (Big Data), 2018 - ieeexplore.ieee.org
Human voice could be significantly affected by neoplasm, vocal palsy, and phono-trauma
diseases. Computer aided diagnosis by analyzing human voice can be a remote and cost …

Combining satellite images with feature indices for improved change detection

D Perez, Y Lu, C Kwan, Y Shen… - 2018 9th IEEE Annual …, 2018 - ieeexplore.ieee.org
This paper presents a novel approach to detect changes in satellite images taken from the
same location at different timestamps. Different change detection methods are applied to …

Rapid quantification of biofouling with an inexpensive, underwater camera and image analysis

MR First, SC Riley, KA Islam, V Hill… - Management of …, 2021 - digitalcommons.odu.edu
To reduce the transport of potentially invasive species on ships' submerged surfaces, rapid-
and accurate-estimates of biofouling are needed so shipowners and regulators can …

High-resolution seagrass species map** and propeller scars detection in Tanjung Benoa, Bali through UAV imagery

I Karang, NLPR Pravitha, IW Nuarsa… - Journal of Ecological …, 2024 - yadda.icm.edu.pl
As a part of the marine ecosystem, seagrass plays a significant role in the coastal
environment. However, due to increased threats from natural causes and anthropogenic …

Deepcoast: Quantifying seagrass distribution in coastal water through deep capsule networks

D Pérez, K Islam, V Hill, R Zimmerman… - Chinese Conference on …, 2018 - Springer
Seagrass is a highly valuable component of coastal ecosystems ecologically and
economically, yet reliable map** of seagrass density is not available due to the high cost …