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Ground control points Head of the Meadow Beach, Truro, MA on March 10, 2023 The data in this release re-map the beach and nearshore environment at Head of the Meadow Beach in Truro, MA and provide updated environmental context for the 2020 CoastCam installation that looks out at the coast shared by beachgoers, shorebirds, seals, and sharks. This is related to the field activity 2022-015-FA and a collaboration with the National Park Service at Cape Cod National Seashore to monitor the region that falls within the field of view of CoastCam CACO-01, which are two video cameras aimed at the beach. In March and April 2023, U.S. Geological Survey and Woods Hole Oceanographic Institute (WHOI) scientists conducted field surveys to collect topographic and bathymetric data. Images of the beach for... Categories: Data; Tags: AeroPoint, CMHRP, Cape Cod, Coastal and Marine Hazards and Resources Program, GPS measurement, All tags... Global Positioning System (GPS) observations, Ground control point, Head of the Meadow Beach, Helikite, Massachusetts, Truro, U.S. Geological Survey, USGS, United States, WHCMSC, Woods Hole Coastal and Marine Science Center, elevation, geolocation measurement, geoscientificInformation, location, oceans, shoreline, Fewer tags Bathymetric data and grid of offshore Marconi Beach, Wellfleet, MA on March 20, 2023 The data in this release re-map the beach and nearshore environment at Marconi Beach in Wellfleet, MA and provide updated environmental context for the 2021 CoastCam installation that looks out at the coast shared by beachgoers, shorebirds, seals, and sharks. This is related to the field activity 2022-014-FA and a collaboration with the National Park Service at Cape Cod National Seashore to monitor the region that falls within the field of view of CoastCam CACO-02, which are two video cameras aimed at the beach. In March 2023, U.S. Geological Survey and Woods Hole Oceanographic Institute (WHOI) scientists conducted field surveys to collect topographic and bathymetric data. Images of the beach for use in structure-from-motion... Categories: Data; Tags: ASV, CMHRP, Cape Cod, Coastal and Marine Hazards and Resources Program, Marconi Beach, All tags... Massachusetts, National Seashore, U.S. Geological Survey, USGS, United States, WHCMSC, WHOI, Wellfleet, Woods Hole Coastal and Marine Science Center, Woods Hole Oceanographic Institution, Yellowfin, bathymetry, elevation, geoscientificInformation, geospatial data, location, oceans, remote sensing, shoreline, single-beam echo sounder, single-beam echo sounder, Fewer tags Ground control points Marconi Beach, Wellfleet, MA on March 22, 2023 The data in this release re-map the beach and nearshore environment at Marconi Beach in Wellfleet, MA and provide updated environmental context for the 2021 CoastCam installation that looks out at the coast shared by beachgoers, shorebirds, seals, and sharks. This is related to the field activity 2022-014-FA and a collaboration with the National Park Service at Cape Cod National Seashore to monitor the region that falls within the field of view of CoastCam CACO-02, which are two video cameras aimed at the beach. In March 2023, U.S. Geological Survey and Woods Hole Oceanographic Institute (WHOI) scientists conducted field surveys to collect topographic and bathymetric data. Images of the beach for use in structure-from-motion... Categories: Data; Tags: AeroPoint, CMHRP, Cape Cod, Coastal and Marine Hazards and Resources Program, GPS measurement, All tags... Global Positioning System (GPS) observations, Ground control point, Helikite, Marconi Beach, Massachusetts, U.S. Geological Survey, USGS, United States, WHCMSC, Wellfleet, Woods Hole Coastal and Marine Science Center, elevation, geolocation measurement, geoscientificInformation, location, oceans, Fewer tags Vegetation surveys, ground reference data, and photos collected during uncrewed aircraft systems (UAS) operations: Assateague Island National Seashore (ASIS), MD, October 10 - 14, 2022 Low-altitude (70 m above ground level) aerial images were collected over five areas of interest within the northern portion of Assateague Island National Seashore (ASIS) in mid-October, 2022. These images were collected to generate photogrammetric products (e.g. digital surface model (DSM), reflectance orthomosaic) to support science and data needs of National Park managers attempting to locate invasive Phragmites australis expansion. A DJI Matrice 600 uncrewed aircraft system (UAS) was equipped with a MicaSense Altum-PT multispectral camera and a Ricoh GRII true-color RGB camera to collect images simultaneously with sufficient overlap for photogrammetric processing. Ground control points (GCPs), black and white... Categories: Data; Tags: ASIS, Assateague Island National Seashore, Berlin, CMHRP, CSV, All tags... Carlson SurvCE, Coastal and Marine Hazards and Resources Program, Field activity 2022-030-FA, GPS, Global Positioning System, Maryland, Spectra Precision SP80, U.S. Geological Survey, USA, USGS, WHCMSC, Woods Hole Coastal and Marine Science Center, biota, elevation, environment, field notes, geoscientificInformation, location, navigational data, oceans, percent cover, quadrat, vegetation, vegetation height, vegetation survey, vegetation types, Fewer tags Multispectral aerial imagery collected during uncrewed aircraft systems (UAS) operations: Assateague Island National Seashore (ASIS), MD, October 10 - 14, 2022 Low-altitude (70 m above ground level) aerial images were collected over five areas of interest within the northern portion of Assateague Island National Seashore (ASIS) in mid-October, 2022. These images were collected to generate photogrammetric products (e.g. digital surface model (DSM), reflectance orthomosaic) to support science and data needs of National Park managers attempting to locate invasive Phragmites australis expansion. A DJI Matrice 600 uncrewed aircraft system (UAS) was equipped with a MicaSense Altum-PT multispectral camera and a Ricoh GRII true-color RGB camera to collect images simultaneously with sufficient overlap for photogrammetric processing. Ground control points (GCPs), black and white... Categories: Data, Image; Tags: ASIS, Altum, Assateague Island National Seashore, Berlin, CMHRP, All tags... Coastal and Marine Hazards and Resources Program, DJI Matrice 600 hexacopter, Field activity 2022-030-FA, Image, Maryland, MicaSense Altum-PT, TIFF, U.S. Geological Survey, UAS, USA, USGS, Uncrewed aircraft system, WHCMSC, Woods Hole Coastal and Marine Science Center, aerial imagery, aerial photography, barrier island, beach, completed, drone, geoscientificInformation, geotagged photos, image collections, location, low-altitude aerial imagery, multi-band, multispectral, near-infrared, panchromatic, photographs, photos, rededge, remote sensing, uncrewed aerial system, Fewer tags Ground control points collected for Helikite operations at the Pea Island National Wildlife Refuge DUNEX Site, North Carolina in September and October 2021 The data in this part of the release provide the location information of the temporary ground control points placed on the beach at the USGS DUring Nearshore Event eXperiment (DUNEX) site on Pea Island National Wildlife Refuge, NC. DUNEX is a multi-agency, academic, and non-governmental organization collaborative community experiment designed to study nearshore coastal processes during storm events. USGS participation in DUNEX will contribute new measurements and models that will increase our understanding of storm impacts to coastal environments, including hazards to humans and infrastructure and changes in landscape and natural habitats. Collected data are part of field activity 2021-029-FA. During September and... Categories: Data; Tags: CMHRP, Coastal and Marine Hazards and Resources Program, Dare, GPS measurement, GPS navigation, All tags... North Carolina, Pea Island, U.S. Geological Survey, USGS, United States, WHCMSC, Woods Hole Coastal and Marine Science Center, datasets, geolocation measurement, geoscientificInformation, location, oceans, Fewer tags Low-altitude aerial imagery collected from a Helikite at Head of the Meadow Beach, Truro, MA on March 10, 2023 The data in this release re-map the beach and nearshore environment at Head of the Meadow Beach in Truro, MA and provide updated environmental context for the 2020 CoastCam installation that looks out at the coast shared by beachgoers, shorebirds, seals, and sharks. This is related to the field activity 2022-015-FA and a collaboration with the National Park Service at Cape Cod National Seashore to monitor the region that falls within the field of view of CoastCam CACO-01, which are two video cameras aimed at the beach. In March and April 2023, U.S. Geological Survey and Woods Hole Oceanographic Institute (WHOI) scientists conducted field surveys to collect topographic and bathymetric data. Images of the beach for... Categories: Data; Tags: 3-band imagery, CMHRP, Cape Cod, Coastal and Marine Hazards and Resources Program, Head of the Meadow Beach, All tags... Helikite, JPG, Massachusetts, Truro, U.S. Geological Survey, UAS, USGS, United States, WHCMSC, Woods Hole Coastal and Marine Science Center, aerial and satellite photography, aerial imagery, aerial photography, elevation, geoscientificInformation, geospatial data, geotagged photos, image collections, location, low-altitude aerial imagery, oceans, photographs, remote sensing, shoreline, shoreline photographs, Fewer tags Sediment sample analysis data from ponds to the beach on North Core Banks, NC in October 2022 These data map in high detail surficial cross-sections of North Core Banks, a barrier island in Cape Lookout National Seashore, NC, in October 2022. U.S. Geological Survey field efforts are part of an interagency agreement with the National Park Service to monitor the recovery of the island from Hurricanes Florence (2018) and Dorian (2019). Three sites of outwash, overwash, and pond formation were targeted for extensive vegetation ground-truthing, sediment samples, bathymetric mapping with a remote-controlled surface vehicle, and uncrewed aerial systems (UAS) flights to collect multispectral imagery. Five semi-permanent ground control points were also installed and surveyed to act as control for additional aerial... Categories: Data; Tags: Atlantic Ocean, CMHRP, Cape Lookout, Coastal and Marine Hazards and Resources Program, Hurricane Dorian, All tags... Hurricane Florence, National Park Service, North Core Banks, Physical Habitats and Geomorphology, Remote Sensing Coastal Change, State of North Carolina, U.S. Geological Survey, USGS, WHCMSC, Woods Hole Coastal and Marine Science Center, beach, geoscientificInformation, grab sampling, grain size, grain-size analysis, loss on ignition, oceans, sediment, sediment analysis, sediment sample, sediment transport, Fewer tags Ground control points Head of the Meadow Beach, Truro, MA on March 20, 2024 The data in this release re-map the beach and nearshore environment at Head of the Meadow Beach in Truro, MA and provide updated environmental context for the 2020 CoastCam installation that looks out at the coast shared by beachgoers, shorebirds, seals, and sharks. This is a collaboration with the National Park Service at Cape Cod National Seashore to monitor the region that falls within the field of view of CoastCam CACO-01, which are two video cameras aimed at the beach. In February and March 2024, U.S. Geological Survey and Woods Hole Oceanographic Institution (WHOI) scientists conducted field surveys to collect topographic and bathymetric data. Images of the beach for use in structure-from-motion were taken... Categories: Data; Tags: AeroPoint, CMHRP, Cape Cod, Coastal and Marine Hazards and Resources Program, GPS measurement, All tags... Global Positioning System (GPS) observations, Ground control point, Head of the Meadow Beach, Helikite, Massachusetts, Truro, U.S. Geological Survey, USGS, United States, WHCMSC, Woods Hole Coastal and Marine Science Center, elevation, geolocation measurement, geoscientificInformation, geospatial datasets, location, oceans, shoreline, Fewer tags Grain-size analysis data of sediment samples from the beach and nearshore environments at the Pea Island National Wildlife Refuge DUNEX site, North Carolina in 2021 Note: this data release has been deprecated. Find the updated version here: https://doi.org/10.5066/P9O21FQI These data provide grain-size measurements from sediment samples collected as part of the USGS DUring Nearshore Event eXperiment (DUNEX) site on Pea Island National Wildlife Refuge, NC. DUNEX is a multi-agency, academic, and non-governmental organization collaborative community experiment designed to study nearshore coastal processes during storm events. USGS participation in DUNEX will contribute new measurements and models that will increase our understanding of storm impacts to coastal environments, including hazards to humans and infrastructure and changes in landscape and natural habitats. The grain-size... Categories: Data; Tags: Atlantic Ocean, CMHRP, Coastal and Marine Hazards and Resources, DUNEX, Dare, All tags... Geomorphology, Marine Geology, North Carolina, Pea Island, Sedimentology, U.S. Geological Survey, USGS, United States, WHCMSC, Woods Hole Coastal and Marine Science Center, geoscientificInformation, grab sampling, grain-size analysis, oceans, sediment transport, Fewer tags Low-altitude georeferenced aerial imagery collected from a Helikite at Marconi Beach, Wellfleet on March 11, 2022 The data in this release map the beach and nearshore environment at Marconi Beach in Wellfleet, MA and provide updated environmental context for the 2021 CoastCam installation that looks out at the coast shared by beachgoers, shorebirds, seals, and sharks. This is related to the field activity 2022-014-FA and a collaboration with the National Park Service at Cape Cod National Seashore to monitor the region that falls within the field of view of CoastCam CACO-02, which are two video cameras aimed at the beach. In March 2022, U.S Geological Survey and Woods Hole Oceanographic Institute (WHOI) scientists conducted field surveys to map the CoastCam field of view. Elevation data were collected using a real time kinematic... Categories: Data; Tags: 3-band imagery, CMHRP, Cape Cod, Coastal and Marine Hazards and Resources Program, Helikite, All tags... JPG, Marconi Beach, Massachusetts, U.S. Geological Survey, UAS, USGS, United States, WHCMSC, Wellfleet, Woods Hole Coastal and Marine Science Center, aerial and satellite photography, aerial imagery, aerial photography, elevation, geoscientificInformation, geotagged photos, image collections, location, low-altitude aerial imagery, oceans, photographs, remote sensing, shoreline, shoreline photographs, Fewer tags Spectral reflectance profiles, ground reference data, and photos collected during uncrewed aircraft systems (UAS) operations: Assateague Island National Seashore (ASIS), MD, October 10 - 14, 2022 Low-altitude (70 m above ground level) aerial images were collected over five areas of interest within the northern portion of Assateague Island National Seashore (ASIS) in mid-October, 2022. These images were collected to generate photogrammetric products (e.g. digital surface model (DSM), reflectance orthomosaic) to support science and data needs of National Park managers attempting to locate invasive Phragmites australis expansion. A DJI Matrice 600 uncrewed aircraft system (UAS) was equipped with a MicaSense Altum-PT multispectral camera and a Ricoh GRII true-color RGB camera to collect images simultaneously with sufficient overlap for photogrammetric processing. Ground control points (GCPs), black and white... Categories: Data; Tags: ASIS, Assateague Island National Seashore, Berlin, CMHRP, Coastal and Marine Hazards and Resources Program, All tags... Field activity 2022-030-FA, Maryland, OceanInsight HDX Miniature Spectrometer, OceanView Spectroscopy Software, U.S. Geological Survey, USA, USGS, WHCMSC, Woods Hole Coastal and Marine Science Center, biota, elevation, environment, geoscientificInformation, hyperspectral, location, oceans, spectra, spectral profiles, spectral signature, spectrometer, spectroradiometer, vegetation, Fewer tags Low-altitude aerial imagery collected from a Helikite at the Pea Island National Wildlife Refuge DUNEX Site, North Carolina in September and October 2021 The data in this part of the release are images of the beach for use in structure from motion that were taken with a camera attached to a helium filled balloon-kite (Helikite). During September and October 2021, USGS and Woods Hole Oceanographic Institute (WHOI) scientists conducted multiple field surveys to collect an elevation time series at the USGS DUring Nearshore Event eXperiment (DUNEX) site on Pea Island National Wildlife Refuge, NC. Agisoft Metashape (v. 1.8.1) was used to create orthomosaics and digital surface models with the collected imagery. DUNEX is a multi-agency, academic, and non-governmental organization collaborative community experiment designed to study nearshore coastal processes during storm... Categories: Data; Tags: 3-band imagery, CMHRP, Coastal and Marine Hazards and Resources Program, DUNEX, Dare, All tags... JPG, North Carolina, Pea Island, U.S. Geological Survey, UAS, USGS, United States, Unmanned aerial system, WHCMSC, Woods Hole Coastal and Marine Science Center, aerial and satellite photography, aerial imagery, aerial photography, geoscientificInformation, geotagged photos, image collections, location, low-altitude aerial imagery, oceans, photographs, remote sensing, shoreline, shoreline photographs, Fewer tags Low-altitude aerial imagery collected from a Helikite at Marconi Beach, Wellfleet, MA on March 22, 2023 The data in this release re-map the beach and nearshore environment at Marconi Beach in Wellfleet, MA and provide updated environmental context for the 2021 CoastCam installation that looks out at the coast shared by beachgoers, shorebirds, seals, and sharks. This is related to the field activity 2022-014-FA and a collaboration with the National Park Service at Cape Cod National Seashore to monitor the region that falls within the field of view of CoastCam CACO-02, which are two video cameras aimed at the beach. In March 2023, U.S. Geological Survey and Woods Hole Oceanographic Institute (WHOI) scientists conducted field surveys to collect topographic and bathymetric data. Images of the beach for use in structure-from-motion... Categories: Data; Tags: 3-band imagery, CMHRP, Cape Cod, Coastal and Marine Hazards and Resources Program, Helikite, All tags... JPG, Marconi Beach, Massachusetts, U.S. Geological Survey, UAS, USGS, United States, WHCMSC, Wellfleet, Woods Hole Coastal and Marine Science Center, aerial and satellite photography, aerial imagery, coastal processes, geoscientificInformation, geospatial data, geotagged photos, location, low-altitude aerial imagery, oceans, photographs, remote sensing, shoreline, shoreline photographs, structure from motion, Fewer tags Bathymetric data and grid of offshore Head of the Meadow Beach, Truro, MA on April 7, 2023 The data in this release re-map the beach and nearshore environment at Head of the Meadow Beach in Truro, MA and provide updated environmental context for the 2020 CoastCam installation that looks out at the coast shared by beachgoers, shorebirds, seals, and sharks. This is related to the field activity 2022-015-FA and a collaboration with the National Park Service at Cape Cod National Seashore to monitor the region that falls within the field of view of CoastCam CACO-01, which are two video cameras aimed at the beach. In March and April 2023, U.S. Geological Survey and Woods Hole Oceanographic Institute (WHOI) scientists conducted field surveys to collect topographic and bathymetric data. Images of the beach for... Categories: Data; Tags: ASV, CMHRP, Cape Cod, Coastal and Marine Hazards and Resources Program, Head of the Meadow Beach, All tags... Massachusetts, Truro, U.S. Geological Survey, USGS, United States, WHCMSC, WHOI, Woods Hole Coastal and Marine Science Center, Woods Hole Oceanographic Institution, Yellowfin, aerial and satellite photography, bathymetry, elevation, geoscientificInformation, location, oceans, remote sensing, shoreline, single-beam echo sounder, Fewer tags True color and multispectral aerial imagery collected from UAS operations at North Core Banks, NC in October 2022 These data map in high detail surficial cross-sections of North Core Banks, a barrier island in Cape Lookout National Seashore, NC, in October 2022. U.S. Geological Survey field efforts are part of an interagency agreement with the National Park Service to monitor the recovery of the island from Hurricanes Florence (2018) and Dorian (2019). Three sites of outwash, overwash, and pond formation were targeted for extensive vegetation ground-truthing, sediment samples, bathymetric mapping with a remote-controlled surface vehicle, and uncrewed aerial systems (UAS) flights to collect multispectral imagery. Five semi-permanent ground control points were also installed and surveyed to act as control for additional aerial... Categories: Data; Tags: 5-band imagery, Aerial Imaging and Mapping Group, Atlantic Ocean, CMHRP, Cape Lookout, All tags... Coastal and Marine Hazards and Resources Program, Hurricane Dorian, Hurricane Florence, M600, MicaSense Altum-PT, NIR, North Core Banks, Physical Habitats and Geomorphology, Remote Sensing Coastal Change, Ricoh GRII, State of North Carolina, U.S. Geological Survey, UAS, USGS, WHCMSC, Woods Hole Coastal and Marine Science Center, aerial and satellite photography, aerial photography, geoscientificInformation, image collections, location, multispectral, oceans, panchromatic, photographs, remote sensing, Fewer tags Landscape and vegetation photos and ground truthing data collected on North Core Banks, NC in October 2022 These data map in high detail surficial cross-sections of North Core Banks, a barrier island in Cape Lookout National Seashore, NC, in October 2022. U.S. Geological Survey field efforts are part of an interagency agreement with the National Park Service to monitor the recovery of the island from Hurricanes Florence (2018) and Dorian (2019). Three sites of outwash, overwash, and pond formation were targeted for extensive vegetation ground-truthing, sediment samples, bathymetric mapping with a remote-controlled surface vehicle, and uncrewed aerial systems (UAS) flights to collect multispectral imagery. Five semi-permanent ground control points were also installed and surveyed to act as control for additional aerial... Categories: Data; Tags: Atlantic Ocean, Bathymetry and Elevation, CMHRP, Cape Lookout, Coastal and Marine Hazards and Resources Program, All tags... GPS measurement, Global Positioning System (GPS) observations, Ground truthing, Hurricane Dorian, Hurricane Florence, North Core Banks, Physical Habitats and Geomorphology, Remote Sensing Coastal Change, SandSnap, State of North Carolina, U.S. Geological Survey, USGS, WHCMSC, Woods Hole Coastal and Marine Science Center, biota, coastal ecosystems, geospatial datasets, land use and land cover, location, marsh, substrate, vegetation, vegetation density, vegetation height, vegetation reference data, Fewer tags Remote Sensing Coastal Change Remote-sensing technologies—such as video imagery, aerial photography, satellite imagery, structure-from-motion (SfM) photogrammetry, and lidar (laser-based surveying)— can be used to measure change along U.S. coastlines. Quantifying coastal change is essential for calculating trends in erosion and accretion, evaluating processes that shape coastal landscapes, and predicting how the coast will respond to future natural disasters (e.g. hurricanes, landslides, wildfires) and longer term climate trends such (e.g. sea-level rise, ecosystem change, coral bleaching), all critical for U.S. coastal communities. Rapid developments have occurred in remote-sensing technologies during the 21st century. With collaborators... Categories: Data; Tags: Beaches, California, Cliffs, Erosion, Florida, All tags... Hazards Planning, Massachusetts, New York, North Carolina, Orthoimagery, Reefs, SfM, Storms, UAS, USGS, aerial photography, coastal processes, digital elevation models (DEMs), elevation, geomorphology, geospatial datasets, hurricanes, orthomosaic, remote sensing, structure from motion, Fewer tags Grain-size analysis data of sediment samples from the beach and nearshore environments at the Pea Island National Wildlife Refuge DUNEX site, North Carolina in 2021 This data release supersedes version 1.0, published in September 2022 at https://doi.org/10.5066/P9XEFRYR. Versioning details are documented in the accompanying Dunex_revision_history.txt file. These data provide grain-size measurements from sediment samples collected as part of the USGS DUring Nearshore Event eXperiment (DUNEX) site on Pea Island National Wildlife Refuge, NC. DUNEX is a multi-agency, academic, and non-governmental organization collaborative community experiment designed to study nearshore coastal processes during storm events. USGS participation in DUNEX will contribute new measurements and models that will increase our understanding of storm impacts to coastal environments, including hazards... Categories: Data; Types: Downloadable, Map Service, OGC WFS Layer, OGC WMS Layer, Shapefile; Tags: Atlantic Ocean, CMHRP, Coastal and Marine Hazards and Resources, DUNEX, Dare, All tags... During Nearshore Event Experiment, Marine Geology, North Carolina, Pea Island, U.S. Geological Survey, USGS, United States, WHCMSC, Woods Hole Coastal and Marine Science Center, field sampling, geoscientificInformation, grab sampling, grain-size analysis, oceans, sediment transport, Fewer tags True-color aerial imagery collected during uncrewed aircraft systems (UAS) operations: Assateague Island National Seashore (ASIS), MD, October 10 - 14, 2022 Low-altitude (70 m above ground level) aerial images were collected over five areas of interest within the northern portion of Assateague Island National Seashore (ASIS) in mid-October, 2022. These images were collected to generate photogrammetric products (e.g. digital surface model (DSM), reflectance orthomosaic) to support science and data needs of National Park managers attempting to locate invasive Phragmites australis expansion. A DJI Matrice 600 uncrewed aircraft system (UAS) was equipped with a MicaSense Altum-PT multispectral camera and a Ricoh GRII true-color RGB camera to collect images simultaneously with sufficient overlap for photogrammetric processing. Ground control points (GCPs), black and white... Categories: Data; Tags: ASIS, Assateague Island National Seashore, Berlin, CMHRP, Coastal and Marine Hazards and Resources Program, All tags... DJI Matrice 600 hexacopter, Field activity 2022-030-FA, JPEG, Maryland, RGB, Ricoh GRII, U.S. Geological Survey, UAS, USA, USGS, Uncrewed aircraft system, WHCMSC, Woods Hole Coastal and Marine Science Center, aerial imagery, aerial photography, barrier island, beach, biota, elevation, environment, geoscientificInformation, geotagged photos, image collections, location, low-altitude aerial imagery, oceans, photographs, photos, remote sensing, true-color, Fewer tags 1 2 »