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Machine learning in marine ecology


Machine learning in marine ecology: an overview of techniques and ...

Automatic detection and quantification of floating marine macro-litter in aerial images: introducing a novel deep learning approach connected to a web ...

Machine learning in marine ecology: an overview of techniques and ...

Abstract. Machine learning covers a large set of algorithms that can be trained to identify patterns in data. Thanks to the increase in the amount of data.

Application of Machine Learning in Oceanography and Marine ...

Machine learning, deep learning and computer vision are rapidly gaining the attention of marine scientists and conservationists due to their promising ...

THE RISE OF MACHINE LEARNING IN MARINE ECOLOGY ...

One new innovative way to monitor such species is through the use of machine learning (ML). This involves using pattern recognition methods based on Artificial ...

Machine learning in marine ecology: an overview of techniques and ...

Through this coverage of the literature, we demonstrate an increase in the proportion of marine ecology studies that use machine learning, the pervasiveness of ...

Machine learning in marine ecology: an overview of techniques and ...

PDF | Machine learning covers a large set of algorithms that can be trained to identify patterns in data. Thanks to increases in the amounts of data and.

Machine learning in marine ecology: an overview of techniques and ...

Machine learning covers a large set of algorithms that can be trained to identify patterns in data. Thanks to the increase in the amount of ...

Machine Learning to Improve Marine Science for the Sustainability ...

As data and analytical tools become more commonplace to research and scientific operations in the marine environment, there is an increasing need for fisheries ...

Deep Dive: Impact AI on Marine Ecology - Amazinum

With the help of Artificial Intelligence, marine biologists can better monitor plankton and fish stocks, using technology to count fish, monitor their size and ...

DeepData: Machine learning in the marine ecosystems

This paper presents DeepData, a new no-code web-based machine learning platform to facilitate the work of marine biologists with SDM. The ...

Applications of Machine Learning in Marine Ecology Studies - MDPI

The purpose of this Special Issue is to foster discussions on state-of-the-art machine learning research directions across several areas in marine sciences, ...

Machine learning in marine ecology: an overview of techniques and ...

Through this coverage of the literature, we demonstrate an increase in the proportion of marine ecology studies that use machine learning, the ...

Machine learning in marine science literature collection - ICES library

This is a published version of the WGMLEARN literature collection currently managed as a Zotero group library. That library is managed and ...

Monitoring Marine Ecosystems with Machine Learning and Neural ...

We developed a machine learning model that is able to identify copepod lipid sacs in LOKI Images [1]. The mass of lipids inside a copepod is a good measure of ...

Artificial intelligence and automated monitoring for assisting ...

We summarise the current state of artificial intelligence and automation techniques used in marine science and use examples in other disciplines.

[PDF] Unlocking the potential of deep learning for marine ecology

This paper provides insight into popular deep learning approaches for ecological data analysis in plain language, focusing on the techniques of supervised ...

Unlocking the potential of deep learning for marine ecology - arXiv

This paper aims to bridge the gap between marine ecologists and computer scientists. We provide insight into popular deep learning approaches for ecological ...

Special Issue : Application of Machine Learning in Marine Ecology

In ecology, the earliest adoption of machine learning came about in the early 2000s, when regression tree algorithms were applied to spatial data to predict ...

Machine learning in marine ecology : an overview of techniques and ...

Machine learning in marine ecology : an overview of techniques and applications. ICES JOURNAL OF MARINE SCIENCE. 2023;80(7):1829–53.

Utilizing Artificial Intelligence (AI) for the Identification and ...

Machine learning techniques are utilized to analyze data obtained from ocean observation satellites. This enables improved predictions of ocean circulation and ...