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Animation showing how human-in-the-loop machine learning can quickly segment satellite imagery
Animation showing how human-in-the-loop machine learning can quickly segment satellite imagery
Animation showing how human-in-the-loop machine learning can quickly segment satellite imagery
Animation showing how human-in-the-loop machine learning can quickly segment satellite imagery

Doodler uses a concept called human-in-the-loop machine learning to interactively segment an image. Doodler uses "doodles", or a few marks of examples of each class present in the scene, and machine learning completes the scene.

Doodler uses a concept called human-in-the-loop machine learning to interactively segment an image. Doodler uses "doodles", or a few marks of examples of each class present in the scene, and machine learning completes the scene.

A SCUBA diver rests next to a large instrument, which sits on the sea floor.
Legna Torres-Garcia with oceanographic instrumentation
Legna Torres-Garcia with oceanographic instrumentation
Legna Torres-Garcia with oceanographic instrumentation

Legna Torres-Garcia deploys oceanographic instrumentation to measure waves, currents, water temperature and water levels in Dorado, Puerto Rico in October 2022. This deployment will improve computer model accuracy related to total water level forecast. USGS Photo by David Thompson.

Legna Torres-Garcia deploys oceanographic instrumentation to measure waves, currents, water temperature and water levels in Dorado, Puerto Rico in October 2022. This deployment will improve computer model accuracy related to total water level forecast. USGS Photo by David Thompson.

A microscopic photo of the invasive foraminifer Trochammina hadai with a U.S. penny for scale
A microscopic photo of the invasive foraminifer Trochammina hadai with a U.S. penny for scale
A microscopic photo of the invasive foraminifer Trochammina hadai with a U.S. penny for scale
A microscopic photo of the invasive foraminifer Trochammina hadai with a U.S. penny for scale

A microscopic photo of the invasive foraminifer Trochammina hadai with a U.S. penny for scale. Native to Asia, T. hadai arrived to the U.S. West Coast in the 1980s and has displaced native foraminifers.

A microscopic photo of the invasive foraminifer Trochammina hadai with a U.S. penny for scale. Native to Asia, T. hadai arrived to the U.S. West Coast in the 1980s and has displaced native foraminifers.

Map of the United States showing the regions and river basins that formed the focus groups of the study
Map of the United States showing the regions and river basins that formed the focus groups of the study
Map of the United States showing the regions and river basins that formed the focus groups of the study
Map of the United States showing the regions and river basins that formed the focus groups of the study

A map of the United States showing the regions and river basins that formed the focus groups of the study titled "Stakeholder Engagement to Guide Decision-Relevant Water Data Delivery".

Image of researchers labeling a sediment core aboard a research vessel
Cover image for Cascadia Subduction Zone coring video
Cover image for Cascadia Subduction Zone coring video
Cover image for Cascadia Subduction Zone coring video

Cover image for Cascadia Subduction Zone coring video, depicting researchers labeling a sediment core aboard a research vessel.

Cover image for Cascadia Subduction Zone coring video, depicting researchers labeling a sediment core aboard a research vessel.

Ocean waves crash against a shallow beach near a dune reinforced by rocks and a stairway that has collapsed into the sea
Waves from Hurricane Ian eroded dunes in Florida
Waves from Hurricane Ian eroded dunes in Florida
Waves from Hurricane Ian eroded dunes in Florida

Hurricane Ian made landfall in Southwest Florida as a Category 4 hurricane in September 2022 and impacted both the Gulf of Mexico and Atlantic coasts. In Flagler County, Florida, large waves caused by the storm (on top of storm surge and tides) caused damage to coastal structures, dunes to erode, and roads to be overwashed with sand.

Hurricane Ian made landfall in Southwest Florida as a Category 4 hurricane in September 2022 and impacted both the Gulf of Mexico and Atlantic coasts. In Flagler County, Florida, large waves caused by the storm (on top of storm surge and tides) caused damage to coastal structures, dunes to erode, and roads to be overwashed with sand.

A researcher aboard the Bold Horizon prepares to deploy a piston core over the Cascadia Subduction Zone, off the northern California coast.
Dan Powers in the process of launching the piston core off the ship’s aft deck
Dan Powers in the process of launching the piston core off the ship’s aft deck
Dan Powers in the process of launching the piston core off the ship’s aft deck

Dan Powers, aboard the Bold Horizon, prepares to deploy a piston core over the Cascadia Subduction Zone, off the northern California coast.

Researchers aboard the M/V Bold Horizon retrieve a piston core from the aft deck in rough seas
Researchers aboard the M/V Bold Horizon deploy a piston core from the aft deck in rough seas
Researchers aboard the M/V Bold Horizon deploy a piston core from the aft deck in rough seas
Researchers aboard the M/V Bold Horizon deploy a piston core from the aft deck in rough seas

Jason Padgett and Pete Dal Ferro deploy a piston core from the aft deck of the M/V Bold Horizon in rough seas.

Deploying the piston core off the aft deck of the M/V Bold Horizon at sunset
Deploying a piston core at sunset on the aft deck of the M/V Bold Horizon
Deploying a piston core at sunset on the aft deck of the M/V Bold Horizon
Deploying a piston core at sunset on the aft deck of the M/V Bold Horizon

On the M/V Bold Horizon, Pete Dal Ferro and Jason Padgett deploy the piston core at sunset. 

Researchers deploy a chirp sub-bottom profiler from the starboard deck of the M/V Bold Horizon
Researchers deploy a chirp sub-bottom profiler from the starboard deck of the M/V Bold Horizon
Researchers deploy a chirp sub-bottom profiler from the starboard deck of the M/V Bold Horizon
Researchers deploy a chirp sub-bottom profiler from the starboard deck of the M/V Bold Horizon

Pete Dal Ferro and Chief Scientist Jenna Hill deploy a chirp sub-bottom profiler from the starboard deck of the M/V Bold Horizon.

A vertical map taped to a whiteboard shows the length of the Cascadia Subduction Zone in bathymetric detail
A vertical map taped to a whiteboard shows the length of the Cascadia Subduction Zone in bathymetric detail
A vertical map taped to a whiteboard shows the length of the Cascadia Subduction Zone in bathymetric detail
A vertical map taped to a whiteboard shows the length of the Cascadia Subduction Zone in bathymetric detail

On a whiteboard on the R/V Bold Horizon, researchers taped a vertical map showing the length of the Cascadia Subduction Zone in bathymetric detail. Many data gaps were filled by the cores collected during the research expedition.

On a whiteboard on the R/V Bold Horizon, researchers taped a vertical map showing the length of the Cascadia Subduction Zone in bathymetric detail. Many data gaps were filled by the cores collected during the research expedition.

A life preserver mounted on the M/V Bold Horizon
Life preserver aboard the M/V Bold Horizon
Life preserver aboard the M/V Bold Horizon
Life preserver aboard the M/V Bold Horizon

The M/V Bold Horizon, operated by Eclipse Group, Inc., was contracted by the USGS to support the collection of piston cores and geophysical survey data along the Cascadia margin.  

The M/V Bold Horizon, operated by Eclipse Group, Inc., was contracted by the USGS to support the collection of piston cores and geophysical survey data along the Cascadia margin.  

Research command center on the vessel with live feed of the stern and the ship’s position projected on a bathymetric map
Research command center on the M/V Bold Horizon
Research command center on the M/V Bold Horizon
Research command center on the M/V Bold Horizon

Research command center on the vessel with live feed of the stern and the ship’s position projected on a bathymetric map.

Research command center on the vessel with live feed of the stern and the ship’s position projected on a bathymetric map.

George Snyder at the research command center aboard the M/V Bold Horizon
George Snyder at the research command center aboard the M/V Bold Horizon
George Snyder at the research command center aboard the M/V Bold Horizon
George Snyder at the research command center aboard the M/V Bold Horizon

George Snyder aboard the R/V Bold Horizon sits at the research command center, with monitors displaying the ship's aft deck and a bathymetric map of the seafloor

George Snyder aboard the R/V Bold Horizon sits at the research command center, with monitors displaying the ship's aft deck and a bathymetric map of the seafloor

Sunset with the jumbo piston core on its track system on the aft deck
Sunset with the jumbo piston core on its track system on the aft deck
Sunset with the jumbo piston core on its track system on the aft deck
Sunset with the jumbo piston core on its track system on the aft deck

Sunset with the jumbo piston core on its track system on the aft deck of the M/V Bold Horizon.

Stats about USGS coastal science over a blue tinted aerial image of a mountainous coastline. Full text in caption.
USGS Coastal Science
USGS Coastal Science
USGS Coastal Science

USGS Coastal Science

The USGS Coastal and Marine Hazards and Resources Program is the only federal science program focused on the geology and processes of coastal and marine landscapes.

USGS Coastal Science

The USGS Coastal and Marine Hazards and Resources Program is the only federal science program focused on the geology and processes of coastal and marine landscapes.

Stats about USGS ocean science over a green tinted image of the deck of a research vessel at sea. Full text in caption.
USGS Ocean Science
USGS Ocean Science
USGS Ocean Science

USGS Ocean Science

The USGS Coastal and Marine Hazards and Resources Program is the only federal science program focused on the geology and processes of coastal and marine landscapes.

USGS Ocean Science

The USGS Coastal and Marine Hazards and Resources Program is the only federal science program focused on the geology and processes of coastal and marine landscapes.

one person in orange usgs shirt carries drone controller while another person kneels next to drone on orange landing pad
Aerial Imaging and Mapping
Aerial Imaging and Mapping
Aerial Imaging and Mapping

USGS scientists Jin-Si Over and Sandy Brosnahan do final checks on UAS before taking off.

USGS scientists Jin-Si Over and Sandy Brosnahan do final checks on UAS before taking off.

Screen shot of a webpage showing Hurricane Ian approaching the South Carolina coast. Red-to-white strips show impact areas
Coastal Change Hazards Portal shows Hurricane Ian approaching South Carolina
Coastal Change Hazards Portal shows Hurricane Ian approaching South Carolina
Coastal Change Hazards Portal shows Hurricane Ian approaching South Carolina

Potential coastal change impacts during a direct landfall of Hurricane Ian as of 11:00 am, Friday, September 30, 2022.

Screen shot of a webpage showing Hurricane Ian approaching the southwest Florida coast. Red-to-white strips show impact areas
Coastal Change Hazards Portal shows Hurricane Ian approaching southwest Florida
Coastal Change Hazards Portal shows Hurricane Ian approaching southwest Florida
Coastal Change Hazards Portal shows Hurricane Ian approaching southwest Florida

Potential coastal change impacts during a direct landfall of Hurricane Ian as of 8:00 am, Wednesday, September 28, 2022.

A six-image collage depicting various benefits of coastal areas
A six-image collage depicting various benefits of coastal areas
A six-image collage depicting various benefits of coastal areas
A six-image collage depicting various benefits of coastal areas

A six-image collage depicting various benefits of coastal areas: recreation and tourism; carbon storage; wave and flood protection; wildlife habitat; communities and commerce; and sustainable industries.

A six-image collage depicting various benefits of coastal areas: recreation and tourism; carbon storage; wave and flood protection; wildlife habitat; communities and commerce; and sustainable industries.