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Machine learning and deep learning based computational approaches in automatic microorganisms image recognition: methodologies, challenges, and …
Microorganisms or microbes comprise majority of the diversity on earth and are extremely
important to human life. They are also integral to processes in the ecosystem. The process of …
important to human life. They are also integral to processes in the ecosystem. The process of …
A systematic review of deep learning microalgae classification and detection
Algae represent the majority of the diversity on Earth and are a large group of organisms that
have photosynthetic properties that are important to life. The species of algae are estimated …
have photosynthetic properties that are important to life. The species of algae are estimated …
[HTML][HTML] The application of fully unmanned robotic systems for inspection of subsea pipelines
AG Rumson - Ocean engineering, 2021 - Elsevier
This paper focuses on recent innovations in the methods used for external remote subsea
pipeline inspection. An unmanned method is revealed, in which an Autonomous Underwater …
pipeline inspection. An unmanned method is revealed, in which an Autonomous Underwater …
[HTML][HTML] Data construction methodology for convolution neural network based daily runoff prediction and assessment of its applicability
CM Song - Journal of Hydrology, 2022 - Elsevier
A conceptual runoff model mathematically expresses hydrological phenomena originating
from spatial and temporal changes based on physical laws; thus, it can describe causal …
from spatial and temporal changes based on physical laws; thus, it can describe causal …
[HTML][HTML] Computer vision based deep learning approach for the detection and classification of algae species using microscopic images
The natural phenomenon of harmful algae bloom (HAB) has a bad impact on the quality of
pure and freshwater. It increases the risk to human health, water bodies and overall aquatic …
pure and freshwater. It increases the risk to human health, water bodies and overall aquatic …
Deep learning-based algal detection model development considering field application
J Park, J Baek, J Kim, K You, K Kim - Water, 2022 - mdpi.com
Algal blooms have various effects on drinking water supply systems; thus, proper monitoring
is essential. Traditional visual identification using a microscope is a time-consuming method …
is essential. Traditional visual identification using a microscope is a time-consuming method …
[HTML][HTML] Algal morphological identification in watersheds for drinking water supply using neural architecture search for convolutional neural network
An excessive increase in algae often has various undesirable effects on drinking water
supply systems, thus proper management is necessary. Algal monitoring and classification …
supply systems, thus proper management is necessary. Algal monitoring and classification …
An improved algae-YOLO model based on deep learning for object detection of ocean microalgae considering aquacultural lightweight deployment
D Liu, P Wang, Y Cheng, H Bi - Frontiers in Marine Science, 2022 - frontiersin.org
Algae are widely distributed and have a considerable impact on water quality. Harmful algae
can degrade water quality and be detrimental to aquaculture, while beneficial algae are …
can degrade water quality and be detrimental to aquaculture, while beneficial algae are …
Regression modelling of spatiotemporal extreme US wildfires via partially-interpretable neural networks
Risk management in many environmental settings requires an understanding of the
mechanisms that drive extreme events. Useful metrics for quantifying such risk are extreme …
mechanisms that drive extreme events. Useful metrics for quantifying such risk are extreme …
Comparative assessment of artificial intelligence (AI)-based algorithms for detection of harmful bloom-forming algae: an eco-environmental approach toward …
Organic effluent enrichment in water may selectively promote algal growth, resulting in water
pollution and posing a threat to the aquatic ecosystem. Recent harmful algal blooms (HABs) …
pollution and posing a threat to the aquatic ecosystem. Recent harmful algal blooms (HABs) …