Filters: partyWithName: Larry R Robinson (X) > partyWithName: U.S. Geological Survey - ScienceBase (X)

Filters Date Range Past year (2) Past month (0) Past week (0) Past day (0) Custom range... To   Search Extensions Shapefile (28) Citation (1) Types Map Service (76) OGC WFS Layer (76) OGC WMS Layer (76) OGC WMS Service (69) Downloadable (28) Shapefile (28) Citation (3) Contacts Janis Ruhser Upper Midwest Environmental Sciences Center John C Nelson Kevin D Hop Ecosystems More... Categories Data (32) Publication (1) Tag Types Place (90) Theme (92) Harvest Set (6) USGS Scientific Topic Keyword (2) Tag Schemes None (55) Common geographic areas (51) Geographic Names (24) ISO 19115 Topic Category (58) USGS Thesaurus (3) ISO 19115 Topic Categories (3) Alexandria Digital Library Feature Type Thesaurus (1) View Results as: JSON ATOM CSV

Code, imagery, and annotations for training a deep learning model to detect wildlife in aerial imagery These data were collected to support the development of detection and classification algorithms to support Bureau of Ocean Energy Management (BOEM) studies and assessments associated with offshore wind energy production. There are 3 child zip files included in this data release. 01_Codebase.zip contains a codebase for using deep learning to filter images based on the probability of any bird occurrence. It includes instructions and files necessary for training, validating, and testing a machine learning detection algorithm. 02_Imagery.zip contains imagery that were collected using a Partenavia P68 fixed-wing airplane using a PhaseOne iXU-R 180 forward motion compensating 80-megapixel digital frame camera with... Tags: Cape Cod, Information Sciences, Lake Michigan, USGS Science Data Catalog (SDC), Wildlife Biology, All tags... biota, birds, datasets, deep learning, oceans, remote sensing, wildlife, Fewer tags UMRS LTRMP 2010/11 LCU Mapping -- Illinois River Marseillies Reach Aerial photographs for Pools 1-13 Upper Mississippi River System and Pools, Alton-Marseilles, Illinois River were collected in color infrared (CIR) in August of 2010 at 8”/pixel and 16”/pixel respectively using a mapping-grade Applanix DSS 439 digital aerial camera. In August 2011, CIR aerial photographs for Pools 14-Open River South, Upper Mississippi River and Pools Dresden-Lockport, Illinois River were collected at 16”/pixel with the same camera. All CIR aerial photos were orthorectified, mosaicked, compressed, and served via the UMESC Internet site. The CIR aerial photos were interpreted and automated using a 31-class LTRMP vegetation classification. The 2010/11 LCU databases were prepared by or under the supervision... Categories: Data; Types: Downloadable, Map Service, OGC WFS Layer, OGC WMS Layer, OGC WMS Service, Shapefile; Tags: Aerial Photography, Floodplain, Floodplain Forest Mapping, Floodplain Mapping, LC/LU, All tags... LCU, Land Cover, Minnesota, Mississippi River, Mississippi River Watershed, River Mapping, Upper Mississippi River, Vegetation Mapping, Wetlands Mapping, Wisconsin, Fewer tags 2018 Eastern Lake Erie Shoreline 4-Band Orthophotos - Section 1A The datasets listed on this page need to have copies of the images and their metadata files stored in .zip files for downloading, as the list of individual files is so long users may not download the metadata at the same time they download images. Do not make public until the image files are replaced with .zip files (which contain both the images and metadata). High-resolution digital aerial imagery was collected on August 24, 2018, with an 80-megapixel Phase One iXU-R 180 natural color aerial camera co-mounted with a Phase One iXU-RS 160 achromatic aerial camera. Software co-registers the simultaneously collected images to create 4-band imagery that can be displayed in either true color (RGB) or color-infrared... Types: Map Service, OGC WFS Layer, OGC WMS Layer, OGC WMS Service; Tags: Eastern Lake Erie, Lake Erie, New York, Ohio, Pennsylvania, All tags... imageryBaseMapsEarthCover, Fewer tags 2018 Eastern Lake Erie Shoreline 4-Band Orthophotos - Section 4B The datasets listed on this page need to have copies of the images and their metadata files stored in .zip files for downloading, as the list of individual files is so long users may not download the metadata at the same time they download images. Do not make public until the image files are replaced with .zip files (which contain both the images and metadata). High-resolution digital aerial imagery was collected on August 24, 2018, with an 80-megapixel Phase One iXU-R 180 natural color aerial camera co-mounted with a Phase One iXU-RS 160 achromatic aerial camera. Software co-registers the simultaneously collected images to create 4-band imagery that can be displayed in either true color (RGB) or color-infrared... Types: Map Service, OGC WFS Layer, OGC WMS Layer, OGC WMS Service; Tags: Eastern Lake Erie, Lake Erie, New York, Ohio, Pennsylvania, All tags... imageryBaseMapsEarthCover, Fewer tags 2018 Eastern Lake Erie Shoreline 4-Band Orthophotos - Section 5A The datasets listed on this page need to have copies of the images and their metadata files stored in .zip files for downloading, as the list of individual files is so long users may not download the metadata at the same time they download images. Do not make public until the image files are replaced with .zip files (which contain both the images and metadata). High-resolution digital aerial imagery was collected on August 24, 2018, with an 80-megapixel Phase One iXU-R 180 natural color aerial camera co-mounted with a Phase One iXU-RS 160 achromatic aerial camera. Software co-registers the simultaneously collected images to create 4-band imagery that can be displayed in either true color (RGB) or color-infrared... Types: Map Service, OGC WFS Layer, OGC WMS Layer, OGC WMS Service; Tags: Eastern Lake Erie, Lake Erie, New York, Ohio, Pennsylvania, All tags... imageryBaseMapsEarthCover, Fewer tags 2018 Eastern Lake Erie 4-Band Mosaics - 20180824_shoreline_5a High-resolution digital aerial imagery was collected on August 24, 2018, with an 80-megapixel Phase One iXU-R 180 natural color aerial camera co-mounted with a Phase One iXU-RS 160 achromatic aerial camera. Software co-registers the simultaneously collected images to create 4-band imagery that can be displayed in either true color (RGB) or color-infrared (CIR) format. The camera system is connected to the plane's positioning and orientation system and precise metadata was generated for each exposure. This imagery was intended to be used as a base layer for object-based image analysis (OBIA) to map aquatic vegetation in western Lake Erie as well as shallow areas along the shoreline of the eastern portion. Tags: Eastern Lake Erie, Lake Erie, New York, Pennsylvania, imageryBaseMapsEarthCover 2018 Eastern Lake Erie 4-Band Mosaics - 20180824_shoreline_3a High-resolution digital aerial imagery was collected on August 24, 2018, with an 80-megapixel Phase One iXU-R 180 natural color aerial camera co-mounted with a Phase One iXU-RS 160 achromatic aerial camera. Software co-registers the simultaneously collected images to create 4-band imagery that can be displayed in either true color (RGB) or color-infrared (CIR) format. The camera system is connected to the plane's positioning and orientation system and precise metadata was generated for each exposure. This imagery was intended to be used as a base layer for object-based image analysis (OBIA) to map aquatic vegetation in western Lake Erie as well as shallow areas along the shoreline of the eastern portion. Tags: Eastern Lake Erie, Lake Erie, Ohio, Pennsylvania, imageryBaseMapsEarthCover 2018 Eastern Lake Erie Shoreline 4-Band Orthophotos - Section 5B-2 The datasets listed on this page need to have copies of the images and their metadata files stored in .zip files for downloading, as the list of individual files is so long users may not download the metadata at the same time they download images. Do not make public until the image files are replaced with .zip files (which contain both the images and metadata). High-resolution digital aerial imagery was collected on August 24, 2018, with an 80-megapixel Phase One iXU-R 180 natural color aerial camera co-mounted with a Phase One iXU-RS 160 achromatic aerial camera. Software co-registers the simultaneously collected images to create 4-band imagery that can be displayed in either true color (RGB) or color-infrared... Types: Map Service, OGC WFS Layer, OGC WMS Layer, OGC WMS Service; Tags: Eastern Lake Erie, Lake Erie, New York, Ohio, Pennsylvania, All tags... imageryBaseMapsEarthCover, Fewer tags UMRS LTRMP 2010/11 LCU Mapping -- Mississippi River Navigation Pool 13 Aerial photographs for Pools 1-13 Upper Mississippi River System and Pools, Alton-Marseilles, Illinois River were collected in color infrared (CIR) in August of 2010 at 8”/pixel and 16”/pixel respectively using a mapping-grade Applanix DSS 439 digital aerial camera. In August 2011, CIR aerial photographs for Pools 14-Open River South, Upper Mississippi River and Pools Dresden-Lockport, Illinois River were collected at 16”/pixel with the same camera. All CIR aerial photos were orthorectified, mosaicked, compressed, and served via the UMESC Internet site. The CIR aerial photos were interpreted and automated using a 31-class LTRMP vegetation classification. The 2010/11 LCU databases were prepared by or under the supervision... Categories: Data; Types: Downloadable, Map Service, OGC WFS Layer, OGC WMS Layer, OGC WMS Service, Shapefile; Tags: Aerial Photography, Floodplain, Floodplain Forest Mapping, Floodplain Mapping, LC/LU, All tags... LCU, Land Cover, Minnesota, Mississippi River, Mississippi River Watershed, River Mapping, Upper Mississippi River, Vegetation Mapping, Wetlands Mapping, Wisconsin, Fewer tags 2015 Pool 5 Drawdown Land Cover/Land Use Data Aerial imagery for the Upper Mississippi River System (UMRS) Navigational Pool 5 drawdown follow-up was collected in true color (TC) in August of 2015 at 6”/pixel using a mapping-grade Applanix DSS 439 digital aerial camera. All TC aerial images were orthorectified, mosaicked, and compressed into a JPEG2000-format image. The TC aerial images were interpreted and automated using a genus-level 150-class Long Term Resource Monitoring (LTRM) vegetation classification. The 2015 vegetation database was prepared by or under the supervision of competent and trained professional staff using documented standard operated procedures. Categories: Data; Types: Citation, Downloadable, Map Service, OGC WFS Layer, OGC WMS Layer, Shapefile; Tags: Aerial imagery, Aquatic vegetation, Floodplain, Image interpretation, Land cover/land use, All tags... Minnesota, Mississippi River, Pool 5, Upper Mississippi River System, Vegetation mapping, Water-level drawdown, Wisconsin, imageryBaseMapsEarthCover, Fewer tags UMRS LTRMP 2010/11 LCU Mapping -- Mississippi River Navigation Pool 09 Aerial photographs for Pools 1-13 Upper Mississippi River System and Pools, Alton-Marseilles, Illinois River were collected in color infrared (CIR) in August of 2010 at 8”/pixel and 16”/pixel respectively using a mapping-grade Applanix DSS 439 digital aerial camera. In August 2011, CIR aerial photographs for Pools 14-Open River South, Upper Mississippi River and Pools Dresden-Lockport, Illinois River were collected at 16”/pixel with the same camera. All CIR aerial photos were orthorectified, mosaicked, compressed, and served via the UMESC Internet site. The CIR aerial photos were interpreted and automated using a 31-class LTRMP vegetation classification. The 2010/11 LCU databases were prepared by or under the supervision... Categories: Data; Types: Map Service, OGC WFS Layer, OGC WMS Layer, OGC WMS Service; Tags: Aerial Photography, Floodplain, Floodplain Forest Mapping, Floodplain Mapping, Iowa, All tags... LC/LU, LCU, Land Cover, Minnesota, Mississippi River, Mississippi River Watershed, River Mapping, Upper Mississippi River, Vegetation Mapping, Wetlands Mapping, Wisconsin, Fewer tags UMRS LTRMP 2010/11 LCU Mapping -- Illinois River Starved Rock Reach Aerial photographs for Pools 1-13 Upper Mississippi River System and Pools, Alton-Marseilles, Illinois River were collected in color infrared (CIR) in August of 2010 at 8”/pixel and 16”/pixel respectively using a mapping-grade Applanix DSS 439 digital aerial camera. In August 2011, CIR aerial photographs for Pools 14-Open River South, Upper Mississippi River and Pools Dresden-Lockport, Illinois River were collected at 16”/pixel with the same camera. All CIR aerial photos were orthorectified, mosaicked, compressed, and served via the UMESC Internet site. The CIR aerial photos were interpreted and automated using a 31-class LTRMP vegetation classification. The 2010/11 LCU databases were prepared by or under the supervision... Categories: Data; Types: Downloadable, Map Service, OGC WFS Layer, OGC WMS Layer, OGC WMS Service, Shapefile; Tags: Aerial Photography, Floodplain, Floodplain Forest Mapping, Floodplain Mapping, LC/LU, All tags... LCU, Land Cover, Minnesota, Mississippi River, Mississippi River Watershed, River Mapping, Upper Mississippi River, Vegetation Mapping, Wetlands Mapping, Wisconsin, Fewer tags UMRS LTRMP 2010/11 LCU Mapping -- Mississippi River Navigation Pool 26 Aerial photographs for Pools 1-13 Upper Mississippi River System and Pools, Alton-Marseilles, Illinois River were collected in color infrared (CIR) in August of 2010 at 8”/pixel and 16”/pixel respectively using a mapping-grade Applanix DSS 439 digital aerial camera. In August 2011, CIR aerial photographs for Pools 14-Open River South, Upper Mississippi River and Pools Dresden-Lockport, Illinois River were collected at 16”/pixel with the same camera. All CIR aerial photos were orthorectified, mosaicked, compressed, and served via the UMESC Internet site. The CIR aerial photos were interpreted and automated using a 31-class LTRMP vegetation classification. The 2010/11 LCU databases were prepared by or under the supervision... Categories: Data; Types: Downloadable, Map Service, OGC WFS Layer, OGC WMS Layer, OGC WMS Service, Shapefile; Tags: Aerial Photography, Floodplain, Floodplain Forest Mapping, Floodplain Mapping, Illinois, All tags... LC/LU, LCU, Land Cover, Mississippi River, Mississippi River Watershed, Missouri, River Mapping, Upper Mississippi River, Vegetation Mapping, Wetlands Mapping, Fewer tags 2019 Illinois Waterway Aerial Imagery Mosaics - Brandon 3-Band The Corps of Engineers' Rock Island District is planning an unprecedented closure of the Illinois Waterway in 2020 in order to perform required maintenance on locks. Aerial imagery will document river conditions prior to the closure (2019) and after the locks are reopened (2021). Under a separate but related effort, aerial imagery of the entire Illinois Waterway will be collected in 2020 as part of the decadal Upper Mississippi River System Land Cover/Land Use mapping project. The imagery has a resolution of approximately 0.4 meter/pixel (16 inches). The imagery was collected on September 17, 2019 with a Phase One iXU-R 180 RGB camera co-mounted with a Phase One iXU-RS 160 Achromatic camera to create 4-band imagery... Types: Map Service, OGC WFS Layer, OGC WMS Layer, OGC WMS Service; Tags: Illinois, Illinois River, Illinois Waterway, imageryBaseMapsEarthCover 2019 Illinois Waterway Aerial Imagery Mosaics - Alton South 4-Band The Corps of Engineers' Rock Island District is planning an unprecedented closure of the Illinois Waterway in 2020 in order to perform required maintenance on locks. Aerial imagery will document river conditions prior to the closure (2019) and after the locks are reopened (2021). Under a separate but related effort, aerial imagery of the entire Illinois Waterway will be collected in 2020 as part of the decadal Upper Mississippi River System Land Cover/Land Use mapping project. The imagery has a resolution of approximately 0.4 meter/pixel (16 inches). The imagery was collected on September 17, 2019 with a Phase One iXU-R 180 RGB camera co-mounted with a Phase One iXU-RS 160 Achromatic camera to create 4-band imagery... Types: Map Service, OGC WFS Layer, OGC WMS Layer, OGC WMS Service; Tags: Illinois, Illinois River, Illinois Waterway, imageryBaseMapsEarthCover 2018 Eastern Lake Erie Shoreline 4-Band Mosaics and Orthophotos High-resolution digital aerial imagery was collected on August 24, 2018, with an 80-megapixel Phase One iXU-R 180 natural color aerial camera co-mounted with a Phase One iXU-RS 160 achromatic aerial camera. Software co-registers the simultaneously collected images to create 4-band imagery that can be displayed in either true color (RGB) or color-infrared (CIR) format. The camera system is connected to the plane's positioning and orientation system and precise metadata was generated for each exposure. This imagery was intended to be used as a base layer for object-based image analysis (OBIA) to map aquatic vegetation in western Lake Erie as well as shallow areas along the shoreline of the eastern portion. Types: Map Service, OGC WFS Layer, OGC WMS Layer, OGC WMS Service; Tags: Eastern Lake Erie, Lake Erie, New York, Ohio, Pennsylvania, All tags... imageryBaseMapsEarthCover, Fewer tags 2018 Eastern Lake Erie Shoreline 4-Band Orthophotos - Section 2A The datasets listed on this page need to have copies of the images and their metadata files stored in .zip files for downloading, as the list of individual files is so long users may not download the metadata at the same time they download images. Do not make public until the image files are replaced with .zip files (which contain both the images and metadata). High-resolution digital aerial imagery was collected on August 24, 2018, with an 80-megapixel Phase One iXU-R 180 natural color aerial camera co-mounted with a Phase One iXU-RS 160 achromatic aerial camera. Software co-registers the simultaneously collected images to create 4-band imagery that can be displayed in either true color (RGB) or color-infrared... Types: Map Service, OGC WFS Layer, OGC WMS Layer, OGC WMS Service; Tags: Eastern Lake Erie, Lake Erie, New York, Ohio, Pennsylvania, All tags... imageryBaseMapsEarthCover, Fewer tags 2018 Eastern Lake Erie 4-Band Mosaics - 20180824_shoreline_6a High-resolution digital aerial imagery was collected on August 24, 2018, with an 80-megapixel Phase One iXU-R 180 natural color aerial camera co-mounted with a Phase One iXU-RS 160 achromatic aerial camera. Software co-registers the simultaneously collected images to create 4-band imagery that can be displayed in either true color (RGB) or color-infrared (CIR) format. The camera system is connected to the plane's positioning and orientation system and precise metadata was generated for each exposure. This imagery was intended to be used as a base layer for object-based image analysis (OBIA) to map aquatic vegetation in western Lake Erie as well as shallow areas along the shoreline of the eastern portion. Tags: Eastern Lake Erie, Lake Erie, New York, imageryBaseMapsEarthCover Orthophotos: oriXU-RS180_20180823_080451_930_707_131563 - - through - - oriXU-RS180_20180823_082750_657_10339_131649 High-resolution digital aerial imagery was collected on August 23 and 24, 2018, with an 80-megapixel Phase One iXU-R 180 natural color aerial camera co-mounted with a Phase One iXU-RS 160 achromatic aerial camera. Software co-registers the simultaneously collected images to create 4-band imagery that can be displayed in either true color (RGB) or color-infrared (CIR) format. The camera system is connected to the plane's positioning and orientation system and precise metadata was generated for each exposure. This imagery was intended to be used as a base layer for object-based image analysis (OBIA) to map aquatic vegetation in western Lake Erie. Types: Map Service, OGC WFS Layer, OGC WMS Layer, OGC WMS Service; Tags: Lake Erie, Michigan, Ohio, Western Lake Erie, imageryBaseMapsEarthCover Orthophotos: oriXU-RS180_20180823_092018_494_29939_131824 - - through - - oriXU-RS180_20180823_094753_186_39571_131910 High-resolution digital aerial imagery was collected on August 23 and 24, 2018, with an 80-megapixel Phase One iXU-R 180 natural color aerial camera co-mounted with a Phase One iXU-RS 160 achromatic aerial camera. Software co-registers the simultaneously collected images to create 4-band imagery that can be displayed in either true color (RGB) or color-infrared (CIR) format. The camera system is connected to the plane's positioning and orientation system and precise metadata was generated for each exposure. This imagery was intended to be used as a base layer for object-based image analysis (OBIA) to map aquatic vegetation in western Lake Erie. Types: Map Service, OGC WFS Layer, OGC WMS Layer, OGC WMS Service; Tags: Lake Erie, Michigan, Ohio, Western Lake Erie, imageryBaseMapsEarthCover 1 2 3 4 5 »