Internet of underwater things and big marine data analytics—a comprehensive survey

M Jahanbakht, W Xiang, L Hanzo… - … Surveys & Tutorials, 2021 - ieeexplore.ieee.org
The Internet of Underwater Things (IoUT) is an emerging communication ecosystem
developed for connecting underwater objects in maritime and underwater environments …

Impacts of artificial light at night in marine ecosystems—A review

LFB Marangoni, T Davies, T Smyth… - Global Change …, 2022 - Wiley Online Library
The globally widespread adoption of Artificial Light at Night (ALAN) began in the mid‐20th
century. Yet, it is only in the last decade that a renewed research focus has emerged into its …

Deep learning as a tool for ecology and evolution

ML Borowiec, RB Dikow, PB Frandsen… - Methods in Ecology …, 2022 - Wiley Online Library
Deep learning is driving recent advances behind many everyday technologies, including
speech and image recognition, natural language processing and autonomous driving. It is …

Functional trait‐based approaches as a common framework for aquatic ecologists

S Martini, F Larras, A Boyé, E Faure… - Limnology and …, 2021 - Wiley Online Library
Aquatic ecologists face challenges in identifying the general rules of the functioning of
ecosystems. A common framework, including freshwater, marine, benthic, and pelagic …

GuidosToolbox: universal digital image object analysis

P Vogt, K Riitters - European Journal of Remote Sensing, 2017 - Taylor & Francis
The increased availability of mapped environmental data calls for better tools to analyze the
spatial characteristics and information contained in those maps. Publicly available, user …

Automated plankton image analysis using convolutional neural networks

JY Luo, JO Irisson, B Graham… - Limnology and …, 2018 - Wiley Online Library
The rise of in situ plankton imaging systems, particularly high‐volume imagers such as the In
Situ Ichthyoplankton Imaging System, has increased the need for fast processing and …

Sinking Organic Particles in the Ocean—Flux Estimates From in situ Optical Devices

SLC Giering, EL Cavan, SL Basedow… - Frontiers in Marine …, 2020 - frontiersin.org
Optical particle measurements are emerging as an important technique for understanding
the ocean carbon cycle, including contributions to estimates of their downward flux, which …

Real-time underwater image enhancement: a systematic review

MK Moghimi, F Mohanna - Journal of Real-Time Image Processing, 2021 - Springer
In recent years, deep sea and ocean explorations have attracted more attention in the
marine industry. Most of the marine vehicles, including robots, submarines, and ships, would …

Annotation-free learning of plankton for classification and anomaly detection

VP Pastore, TG Zimmerman, SK Biswas, S Bianco - Scientific reports, 2020 - nature.com
The acquisition of increasingly large plankton digital image datasets requires automatic
methods of recognition and classification. As data size and collection speed increases …

Trait‐based approach using in situ copepod images reveals contrasting ecological patterns across an Arctic ice melt zone

L Vilgrain, F Maps, M Picheral, M Babin… - Limnology and …, 2021 - Wiley Online Library
Imaging techniques are increasingly used in ecology studies, producing vast quantities of
data. Inferring functional traits from individual images can provide original insights on …