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Labeled satellite imagery for training machine learning models that predict the suitability of semantic segmentation model outputs for shoreline extraction Labeled satellite imagery for training machine learning models that predict the suitability of semantic segmentation model outputs for shoreline extraction
A collection of data releases containing labeled satellite imagery for the purpose of training Machine Learning models to automate the task of shoreline extraction from satellite imagery. Shoreline mapping from satellite imagery, known as Satellite-Derived Shorelines or SDS, has the potential to transform coastal shoreline mapping for erosion hazard mapping and coastal resource...
USGS CoastCam at Isla Verde, Puerto Rico: 2022-2023 Calibration Data USGS CoastCam at Isla Verde, Puerto Rico: 2022-2023 Calibration Data
Two digital video cameras were installed at Isla Verde, Puerto Rico (PR); camera 1 faced northeast offshore and camera 2 faced east-northeast along the beach. Every hour during daylight hours, daily starting in August 2022, the cameras collected raw video and produced snapshots and time-averaged image products. This data release includes the necessary intrinsic orientation (IO) and...
Code to assemble and generate output for an integrated population model of the endangered Cape Sable Seaside Sparrow Code to assemble and generate output for an integrated population model of the endangered Cape Sable Seaside Sparrow
This data release contains the R code to run an integrated population model (IPM) for the Cape Sable Seaside Sparrow (CSSS; Ammospiza maritima mirabilis), a federally endangered bird endemic to a small part of the Everglades in southern Florida, USA, and provides the parameter estimates from the model. The IPM synthesizes thirty years (1992-2021) of range-wide surveys, mark-resight, and...
Thin section images of hand samples and drill core from mafic to ultramafic rocks (ver 2.0, August 2025) Thin section images of hand samples and drill core from mafic to ultramafic rocks (ver 2.0, August 2025)
These datasets include photographic images of thin sections created from hand samples and drill core collected from mafic to ultramafic rocks from different locations across the U.S., shapefiles representing the locations of the hand samples and/or drill core collars, and images showing examples of the approximate scale on the thin section images. The samples were collected in order to...
Extrapolated Offshore Occupancy Predictions for Three Bat Species Extrapolated Offshore Occupancy Predictions for Three Bat Species
We generated an extrapolated surface of predicted occupancy values offshore for the little brown bat (Myotis lucifugus), northern long-eared bat (Myotis septentrionalis), and tri-colored bat (Perimyotis subflavus). Values were generated for each grid cell in the Continental United States (CONUS) Grid-Based Offshore Sampling Frame which extends from coastal areas (i.e., 10 kilometer [km]...
Hawaiʻi Volcanoes National Park Effects of Felling and Tarping Trees on ROD Viability and Ambrosia Beetle Activity 2022-2023 Hawaiʻi Volcanoes National Park Effects of Felling and Tarping Trees on ROD Viability and Ambrosia Beetle Activity 2022-2023
Felling and tarping is a common management strategy for ʻōhiʻa lehua trees (Metrosideros polymorpha) infected with rapid ʻōhiʻa death (ROD) caused by Ceratocystis lukuohia and Ceratocystis huliohia fungal pathogens and spread via ambrosia beetles (Coleoptera: Curculionidae). In order to understand how tarping may decrease fungal viability or the spread of viable beetle frass, this study...
Island of Hawai'i Ambrosia Beetle Trapping Data and Locations of Suspected Ceratocystis-positive ʻōhiʻa at Two Sites, 2021-2022 Island of Hawai'i Ambrosia Beetle Trapping Data and Locations of Suspected Ceratocystis-positive ʻōhiʻa at Two Sites, 2021-2022
This data release includes data and metadata documenting 1) ambrosia beetle (Coleoptera: Curculionidae) species caught in multi-panel traps within ʻōhiʻa lehua (Metrosideros polymorpha) dominated forests in Hawaiʻi Volcanoes National Park as well as results from culturing Ceratocystis lukuohia or Ceratocystis huliohia, the fungi that cause rapid ʻōhiʻa death (ROD), from these traps, 2)...
Chub whole body calorimetry, feeding trial ration, and chironomid weights to develop inputs for a bioenergetics community model Chub whole body calorimetry, feeding trial ration, and chironomid weights to develop inputs for a bioenergetics community model
A series of laboratory studies were conducted to understand Sicklefin and Shoal Chub feeding rates and maximum ration. Data included determination of Chironomid weight, estimated by taking weights and counts of approximately 5 grams of laboratory cultured chironomids. Chub maximum ration was determined by finding the feeding rate of dry commercial fish food that thar resulted in complete
Data release for mortality events in Yuma myotis (Myotis yumanensis) due to white-nose syndrome in Washington, USA, 2020-2024 Data release for mortality events in Yuma myotis (Myotis yumanensis) due to white-nose syndrome in Washington, USA, 2020-2024
The impacts of white-nose syndrome (WNS) on many bat species in eastern North America have been well-documented due to the length of time that the causative agent, Pseudogymnoascus destructans (Pd), has been present and the ability to monitor bat hibernacula in that region. However, the disease outcomes for bat species in western North America are less known because of the more recent...
Oceanographic Time Series Measurements Collected at Dorado, Puerto Rico Oceanographic Time Series Measurements Collected at Dorado, Puerto Rico
The U.S. Geological Survey (USGS) deployed thirteen pressure loggers (RBR) to measure water levels and wave conditions on a reef-lined coast in Dorado, Puerto Rico. These loggers were positioned along a cross-shore transect that extends 1.8 kilometers from the coast (on the forereef, reef crest, and reef flat) and at various points within the reef embayment. Initial deployments began in...
Distance to the nearest stream by stream order for selected watersheds in the United States Distance to the nearest stream by stream order for selected watersheds in the United States
Accurate representation of stream networks at various scales in a hydrogeologic system is integral to modeling groundwater-stream interactions at the continental scale. To assess the accurate representation of stream networks, the distance of a point on the land surface to the nearest stream (DS) has been calculated. DS was calculated from the 30-meter Multi Order Hydrologic Postion...
Water-quality data for selected small tributaries to the Upper Delaware Scenic and Recreational River, Pennsylvania and New York, 2012-2015 Water-quality data for selected small tributaries to the Upper Delaware Scenic and Recreational River, Pennsylvania and New York, 2012-2015
The U.S. Geological Survey (USGS) collected stream samples at 19 sites in tributaries to the Upper Delaware Scenic and Recreational River during 2012-15 in cooperation with the National Park Service (NPS) through the USGS-NPS Water-Quality Partnership to provide data on existing water-quality in small watersheds not previously characterized and where there was potential for...