AIMC Topic: Oceans and Seas

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Ecological systems as computer networks: Long distance sea dispersal as a communication medium between island plant populations.

Bio Systems Apr 6, 2016
Ecological systems are known to exchange genetic material through animal species migration and seed dispersal for plants. Isolated plant populations have developed long distance dispersal as a means of propagation which rely on meteorological such as...
Seed Dispersal Ecosystem Plants Communication Animals Neural Networks, Computer Animal Migration Oceans and Seas Islands
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Neural Networks Technique for Filling Gaps in Satellite Measurements: Application to Ocean Color Observations.

Computational intelligence and neuroscience Dec 27, 2015
A neural network (NN) technique to fill gaps in satellite data is introduced, linking satellite-derived fields of interest with other satellites and in situ physical observations. Satellite-derived "ocean color" (OC) data are used in this study becau...
Environmental Monitoring Color Chlorophyll Chlorophyll A Satellite Imagery Humans Linear Models Algorithms Reproducibility of Results Oceans and Seas Neural Networks, Computer Colorimetry
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Containment control of networked autonomous underwater vehicles: A predictor-based neural DSC design.

ISA transactions Oct 23, 2015
This paper investigates the containment control problem of networked autonomous underwater vehicles in the presence of model uncertainty and unknown ocean disturbances. A predictor-based neural dynamic surface control design method is presented to de...
Forecasting Reproducibility of Results Equipment Design Artificial Intelligence Neural Networks, Computer Algorithms Nonlinear Dynamics Ships Uncertainty Markov Chains Oceans and Seas
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A Neural Network Model for K(λ) Retrieval and Application to Global Kpar Monitoring.

PloS one Jun 17, 2015
Accurate estimation of diffuse attenuation coefficients in the visible wavelengths Kd(λ) from remotely sensed data is particularly challenging in global oceanic and coastal waters. The objectives of the present study are to evaluate the applicability...
Light Water Oceans and Seas Atmosphere Environmental Monitoring Oceanography Humans Models, Statistical Neural Networks, Computer
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A novel hybrid machine learning approach for accurate retrieval of ocean surface chlorophyll-a across oligotrophic to eutrophic waters.

Environmental research Aug 15, 2025
Accurate assessment of chlorophyll a (Chla) concentration distribution and variations is significant for environmental monitoring and ecological research. However, the inversion of Chla in different optical types of water bodies can only be achieved ...
Machine Learning Algorithms Eutrophication Chlorophyll Environmental Monitoring Chlorophyll A Seawater Oceans and Seas
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Evaluating marine environmental pollution using Fuzzy Analytic Hierarchy Process (FAHP): A comprehensive framework for sustainable coastal and oceanic management.

Marine pollution bulletin Jul 1, 2025
Marine pollution poses a significant threat to ecosystems, biodiversity, and human health, necessitating a structured evaluation framework. This study applies the Fuzzy Analytic Hierarchy Process (FAHP) to prioritize five major marine pollution sourc...
Ecosystem Water Pollutants, Chemical Fuzzy Logic Environmental Pollution Eutrophication Environmental Monitoring Oceans and Seas Petroleum Pollution Water Pollution Microplastics
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Quantifying Area Back Scatter of Marine Organisms in the Arctic Ocean by Machine Learning-Based Post-Processing of Volume Back Scatter.

Sensors (Basel, Switzerland) May 15, 2025
As the sea ice reduces in both extent and thickness and the Arctic Ocean opens, there is substantial interest in mapping the marine ecosystem in this remote and until now largely inaccessible ocean. We used the during surveys in the Central Arctic O...
Oceans and Seas Arctic Regions Animals Ecosystem Machine Learning Acoustics Aquatic Organisms Fishes
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Instantaneous photosynthetically available radiation models for ocean waters using neural networks.

Applied optics Nov 20, 2022
Instantaneous photosynthetically available radiation (IPAR) at the ocean surface and its vertical profile below the surface play a critical role in models to calculate net primary productivity of marine phytoplankton. In this work, we report two IPAR...
Neural Networks, Computer Oceans and Seas
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The dynamic trophic architecture of open-ocean protist communities revealed through machine-guided metatranscriptomics.

Proceedings of the National Academy of Sciences of the United States of America Feb 15, 2022
Intricate networks of single-celled eukaryotes (protists) dominate carbon flow in the ocean. Their growth, demise, and interactions with other microorganisms drive the fluxes of biogeochemical elements through marine ecosystems. Mixotrophic protists ...
Food Chain Oceans and Seas Machine Learning Gene Expression Profiling Plankton Eukaryota Models, Biological
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Soft robot reaches the deepest part of the ocean.

Nature Mar 1, 2021
Equipment Design Biomimetics Oceans and Seas Robotics
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