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Aerial photogrammetry data and products of the North Carolina coast, 2019-10-11, one-month post-Hurricane Dorian This page contains links to the digital elevation models and orthoimages 10-11, one month post-Hurricane Dorian. See main landing page for additional dates and information. Structure-from-motion point cloud of Mud Creek, Big Sur, California, 2017-05-27 Presented here is a point cloud collected by the U.S. Geological Survey (USGS) using an oblique plane-mounted camera system, covering the area of the Mud Creek landslide on California State Route 1 (SR1), Mud Creek, Big Sur, California. The point cloud is referenced to previously published lidar data and contains RGB information as well as XYZ. Point cloud coordinates are in NAD83 UTM Zone 10 meters. Imagery was collected with a Nikon D800 camera in RAW format and processed using structure-from-motion photogrammetry with Agisoft PhotoScan version 1.2.8 through 1.3.2. Pointclouds were clipped to an AOI using LASTools. The AOI was created from a KMZ in Google Earth and transformed to a shapefile using ArcMap 10.5. Tags: Bathymetry and Elevation, Big Sur, CMHRP, California, Cape San Martin, All tags... Central California Coastal, Coastal and Marine Hazards and Resources Program, Monterey, PCMSC, Pacific Coastal and Marine Science Center, U.S. Geological Survey, USGS, United States, Villa Creek, aerial and satellite photography, aerial photography, agents of coastal change, anthropogenic agents of coastal change, coastal change hazards topics, coastal landslides, coastal landsliding, coastal processes, coastal processes, coastal sediment budget, coastal zone management, effects of coastal change, elevation, geomorphology, geoscientificInformation, hazards, hazards and disasters, human responses to coastal change, image analysis, image collections, imageryBaseMapsEarthCover, landslides, remote sensing, topography, transportation, Fewer tags Structure-from-motion point cloud of Mud Creek, Big Sur, California, 2017-06-26 Presented here is a point cloud collected by the U.S. Geological Survey (USGS) using an oblique plane-mounted camera system, covering the area of the Mud Creek landslide on California State Route 1 (SR1), Mud Creek, Big Sur, California. The point cloud is referenced to previously published lidar data and contains RGB information as well as XYZ. Point cloud coordinates are in NAD83 UTM Zone 10 meters. Imagery was collected with a Nikon D800 camera in RAW format and processed using structure-from-motion photogrammetry with Agisoft PhotoScan version 1.2.8 through 1.3.2. Pointclouds were clipped to an AOI using LASTools. The AOI was created from a KMZ in Google Earth and transformed to a shapefile using ArcMap 10.5. Tags: Bathymetry and Elevation, Big Sur, CMHRP, California, Cape San Martin, All tags... Central California Coastal, Coastal and Marine Hazards and Resources Program, Monterey, PCMSC, Pacific Coastal and Marine Science Center, U.S. Geological Survey, USGS, United States, Villa Creek, aerial and satellite photography, aerial photography, agents of coastal change, anthropogenic agents of coastal change, coastal change hazards topics, coastal landslides, coastal landsliding, coastal processes, coastal processes, coastal sediment budget, coastal zone management, effects of coastal change, elevation, geomorphology, geoscientificInformation, hazards, hazards and disasters, human responses to coastal change, image analysis, image collections, imageryBaseMapsEarthCover, landslides, remote sensing, topography, transportation, Fewer tags Large-scale dam removal on the Elwha River, Washington, USA: Source-to-sink sediment budget and synthesis Understanding landscape responses to sediment supply changes constitutes a fundamental part of many problems in geomorphology, but opportunities to study such processes at field scales are rare. The phased removal of two large dams on the Elwha River, Washington, exposed 21 ± 3 million m 3, or ~ 30 million tonnes (t), of sediment that had been deposited in the two former reservoirs, allowing a comprehensive investigation of watershed and coastal responses to a substantial increase in sediment supply. Here we provide a source-to-sink sediment budget of this sediment release during the first two years of the project (September 2011-September 2013) and synthesize the geomorphic changes that occurred to downstream fluvial... Categories: Publication; Types: Citation Structure-from-motion point cloud of Mud Creek, Big Sur, California, 2017-12-21 Presented here is a point cloud collected by the U.S. Geological Survey (USGS) using an oblique plane-mounted camera system, covering the area of the Mud Creek landslide on California State Route 1 (SR1), Mud Creek, Big Sur, California. Point cloud is referenced to previously published lidar data and contains RGB information as well as XYZ. Point cloud coordinates are in NAD83 UTM Zone 10 meters. Imagery was collected with a Nikon D800 camera in RAW format and processed using structure-from-motion photogrammetry with Agisoft PhotoScan version 1.2.8 through 1.3.2. Point clouds were clipped to an AOI using LASTools. The AOI was created from a KMZ in Google Earth and transformed to a shapefile using ArcMap 10.5. Tags: Bathymetry and Elevation, Big Sur, CMHRP, California, Cape San Martin, All tags... Central California Coastal, Coastal and Marine Hazards and Resources Program, Monterey, PCMSC, Pacific Coastal and Marine Science Center, U.S. Geological Survey, USGS, United States, Villa Creek, aerial and satellite photography, aerial photography, agents of coastal change, anthropogenic agents of coastal change, coastal change hazards topics, coastal landslides, coastal landsliding, coastal processes, coastal processes, coastal sediment budget, coastal zone management, effects of coastal change, elevation, geomorphology, geoscientificInformation, hazards, hazards and disasters, human responses to coastal change, image analysis, image collections, imageryBaseMapsEarthCover, landslides, remote sensing, topography, transportation, Fewer tags Structure-from-motion point cloud of Mud Creek, Big Sur, California, 2017-12-07 Presented here is a point cloud collected by the U.S. Geological Survey (USGS) using a UAS-mounted camera system, covering the area of the Mud Creek landslide on California State Route 1 (SR1), Mud Creek, Big Sur, California. Point cloud is referenced to previously published lidar data and contains RGB information as well as XYZ. Point cloud coordinates are in NAD83 UTM Zone 10 meters. Imagery was collected with a Ricoh GR camera in DNG format and processed using structure-from-motion photogrammetry with Agisoft PhotoScan version 1.2.8 through 1.3.2. Point clouds were clipped to an AOI using LASTools. The AOI was created from a KMZ in Google Earth and transformed to a shapefile using ArcMap 10.5. Tags: Bathymetry and Elevation, Big Sur, CMHRP, California, Cape San Martin, All tags... Central California Coastal, Coastal and Marine Hazards and Resources Program, Monterey, PCMSC, Pacific Coastal and Marine Science Center, U.S. Geological Survey, USGS, United States, Villa Creek, aerial and satellite photography, aerial photography, agents of coastal change, anthropogenic agents of coastal change, coastal change hazards topics, coastal landslides, coastal landsliding, coastal processes, coastal processes, coastal sediment budget, coastal zone management, effects of coastal change, elevation, geomorphology, geoscientificInformation, hazards, hazards and disasters, human responses to coastal change, image analysis, image collections, imageryBaseMapsEarthCover, landslides, remote sensing, topography, transportation, Fewer tags Structure-from-motion point cloud of Mud Creek, Big Sur, California, 2018-01-29 Presented here is a point cloud collected by the U.S. Geological Survey (USGS) using an oblique plane-mounted camera system, covering the area of the Mud Creek landslide on California State Route 1 (SR1), Mud Creek, Big Sur, California. Point cloud is referenced to previously published lidar data and contains RGB information as well as XYZ. Point cloud coordinates are in NAD83 UTM Zone 10 meters. Imagery was collected with a Nikon D800 camera in RAW format and processed using structure-from-motion photogrammetry with Agisoft PhotoScan version 1.2.8 through 1.3.2. Point clouds were clipped to an AOI using LASTools. The AOI was created from a KMZ in Google Earth and transformed to a shapefile using ArcMap 10.5. Tags: Bathymetry and Elevation, Big Sur, CMHRP, California, Cape San Martin, All tags... Central California Coastal, Coastal and Marine Hazards and Resources Program, Monterey, PCMSC, Pacific Coastal and Marine Science Center, U.S. Geological Survey, USGS, United States, Villa Creek, aerial and satellite photography, aerial photography, agents of coastal change, anthropogenic agents of coastal change, coastal change hazards topics, coastal landslides, coastal landsliding, coastal processes, coastal processes, coastal sediment budget, coastal zone management, effects of coastal change, elevation, geomorphology, geoscientificInformation, hazards, hazards and disasters, human responses to coastal change, image analysis, image collections, imageryBaseMapsEarthCover, landslides, remote sensing, topography, transportation, Fewer tags Structure-from-motion point cloud of Mud Creek, Big Sur, California, 1967-10-18 Presented here is a point cloud produced by the U.S. Geological Survey (USGS) from historical U.S. Air Force vertical aerial imagery, covering the area of the Mud Creek landslide on California State Route 1 (SR1), Mud Creek, Big Sur, California. The point cloud is referenced to previously published lidar data and contains RGB information as well as XYZ. Point cloud coordinates are in NAD83 UTM Zone 10 meters. Imagery was downloaded from USGS Eros Data Center and processed using structure-from-motion photogrammetry with Agisoft PhotoScan version 1.2.8 through 1.3.2. Point clouds were clipped to an AOI using LASTools. The AOI was created from a KMZ in Google Earth and transformed to a shapefile using ArcMap 10.5. Tags: Bathymetry and Elevation, Big Sur, CMHRP, California, Cape San Martin, All tags... Central California Coastal, Coastal and Marine Hazards and Resources Program, Monterey, PCMSC, Pacific Coastal and Marine Science Center, U.S. Geological Survey, USGS, United States, Villa Creek, aerial and satellite photography, aerial photography, agents of coastal change, anthropogenic agents of coastal change, coastal change hazards topics, coastal landslides, coastal landsliding, coastal processes, coastal processes, coastal sediment budget, coastal zone management, effects of coastal change, elevation, geomorphology, geoscientificInformation, hazards, hazards and disasters, human responses to coastal change, image analysis, image collections, imageryBaseMapsEarthCover, landslides, remote sensing, topography, transportation, Fewer tags Structure-from-motion point cloud of Mud Creek, Big Sur, California, 2017-05-19 Presented here is a point cloud collected by the U.S. Geological Survey (USGS) using an oblique plane-mounted camera system, covering the area of the Mud Creek landslide on California State Route 1 (SR1), Mud Creek, Big Sur, California. The point cloud is referenced to previously published lidar data and contains RGB information as well as XYZ. Point Cloud Coordinates are in NAD83 UTM Zone 10 meters. Imagery was collected with a Nikon D800 camera in RAW format and processed using structure-from-motion photogrammetry with Agisoft PhotoScan version 1.2.8 through 1.3.2. Pointclouds were clipped to an AOI using LASTools. The AOI was created from a KMZ in Google Earth and transformed to a shapefile using ArcMap 10.5. Tags: Bathymetry and Elevation, Big Sur, CMHRP, California, Cape San Martin, All tags... Central California Coastal, Coastal and Marine Hazards and Resources Program, Monterey, PCMSC, Pacific Coastal and Marine Science Center, U.S. Geological Survey, USGS, United States, Villa Creek, aerial and satellite photography, aerial photography, agents of coastal change, anthropogenic agents of coastal change, coastal change hazards topics, coastal landslides, coastal landsliding, coastal processes, coastal processes, coastal sediment budget, coastal zone management, effects of coastal change, elevation, geomorphology, geoscientificInformation, hazards, hazards and disasters, human responses to coastal change, image analysis, image collections, imageryBaseMapsEarthCover, landslides, remote sensing, topography, transportation, Fewer tags Structure-from-motion point cloud of Mud Creek, Big Sur, California, 2017-03-08 Presented here is a point cloud collected by the U.S. Geological Survey (USGS) using an oblique plane-mounted camera system, covering the area of the Mud Creek landslide on California State Route 1 (SR1), Mud Creek, Big Sur, California. The point cloud is referenced to previously published lidar data and contains RGB information as well as XYZ. Point cloud coordinates are in NAD83 UTM Zone 10 meters. Imagery was collected with a Nikon D800 camera in RAW format and processed using structure-from-motion photogrammetry with Agisoft PhotoScan version 1.2.8 through 1.3.2. Point clouds were clipped to an AOI using LASTools. The AOI was created from a KMZ in Google Earth and transformed to a shapefile using ArcMap 10.5. Tags: Bathymetry and Elevation, Big Sur, CMHRP, California, Cape San Martin, All tags... Central California Coastal, Coastal and Marine Hazards and Resources Program, Monterey, PCMSC, Pacific Coastal and Marine Science Center, U.S. Geological Survey, USGS, United States, Villa Creek, aerial and satellite photography, aerial photography, agents of coastal change, anthropogenic agents of coastal change, coastal change hazards topics, coastal landslides, coastal landsliding, coastal processes, coastal processes, coastal sediment budget, coastal zone management, effects of coastal change, elevation, geomorphology, geoscientificInformation, hazards, hazards and disasters, human responses to coastal change, image analysis, image collections, imageryBaseMapsEarthCover, landslides, remote sensing, topography, transportation, Fewer tags Aerial photogrammetry data and products of the North Carolina coast This data release presents structure-from-motion (SfM) products derived from aerial imagery collected along the North Carolina coast in response to storm events and the recovery process. U.S. Geological Survey (USGS) researchers use the aerial imagery and products to assess future coastal vulnerability, nesting habitats for wildlife, and provide data for hurricane impact models. This research is part of the Remote Sensing Coastal Change Project. Products include digital elevation models and orthorectified imagery (RGB-averaged products) created from aerial imagery surveys with precise Global Navigation Satellite System (GNSS) navigation data flown in a piloted fixed-wing aircraft. The products span the coast over... Tags: East Coast, Geography, Geomorphology, Geomorphology, Mid-Atlantic, All tags... Natural Hazards, North Carolina, North Carolina Coast, Orthoimagery, Outer Banks, Remote Sensing, Virginia, coastal, digital elevation models (DEMs), elevation, geomorphology, hurricane, hurricanes, orthomosaic, structure from motion, Fewer tags Topographic point clouds for the Mud Creek landslide, Big Sur, California from structure-from-motion photogrammetry from aerial photographs This data release contains structure-from-motion (SfM) point cloud data from aerial surveys conducted over the Mud Creek landslide on Big Sur from 1967-2018. Data sources include scanned aerial photographs, digital images collected from fixed wing aircraft, and digital images collected from multirotor UAS. Tags: Bathymetry and Elevation, Big Sur, CMHRP, California, Cape San Martin, All tags... Central California Coastal, Coastal and Marine Hazards and Resources Program, Monterey, PCMSC, Pacific Coastal and Marine Science Center, SfM, Structure from Motion, U.S. Geological Survey, USGS, United States, Villa Creek, aerial and satellite photography, aerial photography, agents of coastal change, anthropogenic agents of coastal change, coastal change hazards topics, coastal landslides, coastal landsliding, coastal processes, coastal processes, coastal sediment budget, coastal zone management, effects of coastal change, elevation, elevation data, geomorphology, geoscientificInformation, hazards, hazards and disasters, human responses to coastal change, image analysis, image collections, imageryBaseMapsEarthCover, landslides, remote sensing, topography, transportation, Fewer tags Structure-from-motion point cloud of Mud Creek, Big Sur, California, 2017-10-12 Presented here is a point cloud collected by the U.S. Geological Survey (USGS) using a UAS-mounted camera system, covering the area of the Mud Creek landslide on California State Route 1 (SR1), Mud Creek, Big Sur, California. The point cloud is referenced to previously published lidar data and contains RGB information as well as XYZ. Point cloud coordinates are in NAD83 UTM Zone 10 meters. Imagery was collected with a Ricoh GR camera in DNG format and processed using structure-from-motion photogrammetry with Agisoft PhotoScan version 1.2.8 through 1.3.2. Pointclouds were clipped to an AOI using LASTools. The AOI was created from a KMZ in Google Earth and transformed to a shapefile using ArcMap 10.5. Tags: Bathymetry and Elevation, Big Sur, CMHRP, California, Cape San Martin, All tags... Central California Coastal, Coastal and Marine Hazards and Resources Program, Monterey, PCMSC, Pacific Coastal and Marine Science Center, U.S. Geological Survey, USGS, United States, Villa Creek, aerial and satellite photography, aerial photography, agents of coastal change, anthropogenic agents of coastal change, coastal change hazards topics, coastal landslides, coastal landsliding, coastal processes, coastal processes, coastal sediment budget, coastal zone management, effects of coastal change, elevation, geomorphology, geoscientificInformation, hazards, hazards and disasters, human responses to coastal change, image analysis, image collections, imageryBaseMapsEarthCover, landslides, remote sensing, topography, transportation, Fewer tags Structure-from-motion point cloud of Mud Creek, Big Sur, California, 2017-06-13 Presented here is a point cloud collected by the U.S. Geological Survey (USGS) using an oblique plane-mounted camera system, covering the area of the Mud Creek landslide on California State Route 1 (SR1), Mud Creek, Big Sur, California. The point cloud is referenced to previously published lidar data and contains RGB information as well as XYZ. Point cloud coordinates are in NAD83 UTM Zone 10 meters. Imagery was collected with a Nikon D800 camera in RAW format and processed using structure-from-motion photogrammetry with Agisoft PhotoScan version 1.2.8 through 1.3.2. Pointclouds were clipped to an AOI using LASTools. The AOI was created from a KMZ in Google Earth and transformed to a shapefile using ArcMap 10.5. Tags: Bathymetry and Elevation, Big Sur, CMHRP, California, Cape San Martin, All tags... Central California Coastal, Coastal and Marine Hazards and Resources Program, Monterey, PCMSC, Pacific Coastal and Marine Science Center, U.S. Geological Survey, USGS, United States, Villa Creek, aerial and satellite photography, aerial photography, agents of coastal change, anthropogenic agents of coastal change, coastal change hazards topics, coastal landslides, coastal landsliding, coastal processes, coastal processes, coastal sediment budget, coastal zone management, effects of coastal change, elevation, geomorphology, geoscientificInformation, hazards, hazards and disasters, human responses to coastal change, image analysis, image collections, imageryBaseMapsEarthCover, landslides, remote sensing, topography, transportation, 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