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Image Analysis, Artificial Intelligence, and Deep Learning
coastalscience.noaa.gov/science-areas/habitat-mapping-and-characterization/image-analysis-artificial-intelligence-and-deep-learning/
Image Analysis, Artificial Intelligence, and Deep Learning NCCOS analyzes imagery to characterize underwater habitats, from the species and substrate ...
Enhancing Habitat Mapping Accuracy and Efficiency Using Artificial ...
coastalscience.noaa.gov/project/enhancing-habitat-mapping-accuracy-and-efficiency-using-artificial-intelligence/
Using artificial intelligence (AI) to automate part of the process can speed up map production. Our goal is to test multiple AI solutions for ...
Machine Learning Collaboration Yields New Methods to Measure Shoreline ...
coastalscience.noaa.gov/news/machine-learning-collaboration-leads-to-new-methods-to-measure-shoreline-marine-debris/
The trained model, associated code, and data are available to the public on TensorFlow, a free and open-source software library for machine learning ...
[PDF] 2024 NCCOS Habitat Mapping Program Review Charge to Reviewers
cdn.coastalscience.noaa.gov/page-attachments/about/reviews/Charge-to-Reviewers-%202024-Habitat-Mapping-and-Characterization-Science%20Review.pdf
e managers and fill information gaps within coastal and marine ecosystems. The habitat mapping portfolio concentrates on six cutting-edge focal areas ...
Predictive Habitat Modeling - NCCOS - National Centers for Coastal ...
coastalscience.noaa.gov/science-areas/habitat-mapping-and-characterization/predictive-habitat-modeling/
This approach provides a framework to more efficiently process increasing volumes of data. Recent advances in artificial intelligence now make it ...
[PDF] Beaufort-Lab-Handout
cdn.coastalscience.noaa.gov/page-attachments/Beaufort/BeaufortLab_Handout.pdf
Assessing the efficacy of various practices to restore and reinforce coast areas and ecosystems. Safeguarding human and ecosystem health, and coastal ...
Uncrewed Systems for Mapping - NCCOS Coastal Science Website
coastalscience.noaa.gov/science-areas/habitat-mapping-and-characterization/uncrewed-systems-for-mapping/
NCCOS is also developing automated object detection and classification workflows for UAS imagery using artificial intelligence. The objective is to ...
NCCOS Provides HABscope Training for Chesapeake Bay Researchers
coastalscience.noaa.gov/news/nccos-provides-habscope-training-for-chesapeake-bay-researchers/
Credit: Michelle Tomlinson, NCCOS. HABscope, the portable microscope system that uses video and artificial intelligence to quickly analyze Gulf of ...
[PDF] NCCOS Annual Science Review: Habitat Mapping Program AGENDA October 22 ...
cdn.coastalscience.noaa.gov/page-attachments/about/reviews/Agenda-2024-Habitat-Mapping-and-Characterization-Science-Review.pdf
2:10 Session Presentation 3 (Predictive Habitat Mapping) LUNCH Session Presentation 4 (Uncrewed Systems for Mapping) Session Presentation 5 (Image ...
Geospatial Investigations of Coastal and Great Lakes Ecological ...
coastalscience.noaa.gov/internships/geospatial-investigations-of-coastal-and-great-lakes-ecological-communities-md-nc/
Seeking students with geospatial modeling, computer vision, and/or machine learning capabilities to join a group of exciting, innovative scientists ...
Experimental Red Tide Forecast Expanded to Include Sanibel Island
coastalscience.noaa.gov/news/experimental-red-tide-forecast-expanded-to-include-sanibel-island/
HABscope Key to creating the Red Tide Respiratory Forecast is a new tool, dubbed “ HABscope,” a portable microscope system that uses video and ...
Help Scientists Restore Gulf of Mexico Habitats with Click-a-Coral
coastalscience.noaa.gov/news/help-scientists-restore-gulf-of-mexico-habitats-with-click-a-coral/
Now, our scientists are exploring the use of Artificial Intelligence (AI) as a method for automatically localizing and labeling specific species of ...
Pollution - NCCOS - National Centers for Coastal Ocean Science
coastalscience.noaa.gov/science-areas/pollution/
Our scientists are expanding their capabilities to use machine learning and artificial intelligence to predict contaminant concentrations. This ...
Restoration - NCCOS - National Centers for Coastal Ocean Science
coastalscience.noaa.gov/science-areas/restoration/
Our activities include developing models to evaluate reef resilience and forecast restoration-related changes in wave energy and inundation, building ...
Projects Archive - Page 11 of 54 - NCCOS - National Centers for Coastal ...
coastalscience.noaa.gov/project-archives/page/11/
Enhancing Habitat Mapping Accuracy and Efficiency Using Artificial Intelligence Atlantic Ocean, bryan.costa@noaa.gov, Coral, Habitat Mapping, Marine ...
NCCOS, AOML Host Virtual Symposium to Identify Opportunities for ...
coastalscience.noaa.gov/news/nccos-aoml-host-virtual-symposium-to-identify-opportunities-for-collaboration/
Also, sharing resources would advance the use of artificial intelligence to predict the fate and resilience of coral colonies to environmental ...
NCCOS Assists Response to Ongoing HAB in the Lower Chesapeake Bay
coastalscience.noaa.gov/news/nccos-assists-response-to-ongoing-hab-in-the-lower-chesapeake-bay/
Additionally, this effort will help NCCOS and its partners expand the current HABscope network to the Chesapeake Bay and develop artificial ...
NCCOS Supports Expansion of Red Tide Respiratory Forecast in Florida ...
coastalscience.noaa.gov/news/nccos-supports-expansion-of-red-tide-respiratory-forecast-in-florida-and-texas/
Key to creating the Red Tide Respiratory Forecast is HABscope, a portable microscope system that uses video and artificial intelligence to quickly ...
U.S. artificial reef coverage of the ocean floor - NCCOS - National ...
coastalscience.noaa.gov/multimedia/u-s-artificial-reef-coverage-of-the-ocean-floor/
New study | U.S. artificial reef coverage of the ocean floor is equivalent to 3,600 American football fields! Our scientists and partners compiled the ...
First Calculation of Artificial Reef Area in U.S. Ocean Published ...
coastalscience.noaa.gov/news/the-first-nationally-quantified-artificial-reef-seafloor-coverage-in-the-u-s-ocean/
A new peer-reviewed publication in Nature Sustainability details the process and findings of an NCCOS and partner study that calculates the artificial ...