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River Depth, Water Velocity, and Direction at Three Locations Collected in 2021 and 2022 on the Allegheny River Downstream of the Kinzua Dam, Pennsylvania River Depth, Water Velocity, and Direction at Three Locations Collected in 2021 and 2022 on the Allegheny River Downstream of the Kinzua Dam, Pennsylvania

This dataset contains river depth, water velocity, and direction data at three focal areas of research included in the Sustainable Rivers Program (SRP) in the Allegheny River on three dates in 2021 and 2022, at two different river conditions (10,500/10,800 cubic feet per second (cfs) and 6,600 cfs as recorded at USGS gage Allegheny River at West Hickory - 03016000). Data was collected...

Annotated Underwater Images of Round Goby (Neogobius melanostomus) in the Great Lakes from 2020-2023 to Support Deep Learning and Fisheries Assessment Annotated Underwater Images of Round Goby (Neogobius melanostomus) in the Great Lakes from 2020-2023 to Support Deep Learning and Fisheries Assessment

This dataset contains more than 37,000 high-resolution images of natural lake bottom habitats containing round goby (Neogobius melanostomus) captured by autonomous underwater vehicles (AUVs). Round goby are invasive to the Laurentian Great Lakes, but are an important prey item for economically valuable predators, and thus of interest to managers. Individual round goby within each image...

SARS-CoV-2 and Mpox virus spillback component data (North America, 2022) to create risk assessment of spillback at human-wildlife interface SARS-CoV-2 and Mpox virus spillback component data (North America, 2022) to create risk assessment of spillback at human-wildlife interface

We compiled a data set of species by country metrics related to spillback risk for SARS-CoV-2 (severe acute respiratory syndrome coronavirus 2) and Mpox viruses. This included aggregating species level estimates of susceptibility to SARS-CoV-2 and Mpox infections, species distribution, and county level infection pressure for both viruses.

Bacteria Enumerations from Surface Water and Bed Sediment Collected from a Mudflat in Palo Alto, California, 2021-2024 Bacteria Enumerations from Surface Water and Bed Sediment Collected from a Mudflat in Palo Alto, California, 2021-2024

USGS scientists enumerated bacteria, including bacterial pathogens, from surface water and sand/sediment collected at an intertidal site (mudflat) near the outfall the Palo Alto Regional Water Quality Control Plant (RWQCP). This site has been monitored for metal concentrations and benthic invertebrate community for the last 30 years. Continued efforts to document changes in pollutant

Model inputs for machine learning models forecasting streamflow drought across the conterminous United States (ver. 2.0, September 2025) Model inputs for machine learning models forecasting streamflow drought across the conterminous United States (ver. 2.0, September 2025)

This dataset contains 3,229 feather files with time series of all model inputs for machine learning models predicting streamflow drought across the conterminous United States (CONUS). Files contain weekly time series of streamflow percentiles, meteorology, snow water equivalent, forecast meteorology, estimated water use, soil moisture, as well as lagged versions of these datasets. Values...

Shear-wave velocity surface seismic site characterization data at 21 sites in Puerto Rico Shear-wave velocity surface seismic site characterization data at 21 sites in Puerto Rico

In collaboration with researchers at the University of Puerto Rico, Mayaguez, the U.S. Geological Survey acquired multimethod surface seismic imaging data at 21 sites in Puerto Rico for shear-wave velocity site characterization. These data were collected at both permanent and temporary seismograph stations throughout the island, between March 6 and March 18, 2022. Data were acquired...

Gridded earthquake ground motions for the 2023 ASCE/SEI 41 Standard outside of the conterminous United States Gridded earthquake ground motions for the 2023 ASCE/SEI 41 Standard outside of the conterminous United States

For evaluating and retrofitting existing buildings to resist earthquakes, the 2023 ASCE/SEI 41 Standard provides Basic Safety Earthquake spectral response accelerations at four levels (BSE-1N, BSE-2N, BSE-1E, and BSE-2E). This data release covers BSE-1E and BSE-2E spectral response accelerations for sites outside of the conterminous United States. For sites in the conterminous U.S., BSE...

Pesticide Concentrations Measured in Zooplankton Samples Collected from the Sacramento River, Yolo Bypass, and Cache Slough Region, California, 2024 Pesticide Concentrations Measured in Zooplankton Samples Collected from the Sacramento River, Yolo Bypass, and Cache Slough Region, California, 2024

Zooplankton samples were collected in the summer/fall of 2024 at multiple sites in the Sacramento River, Yolo Bypass, and Cache Slough Region of California and analyzed for a suite of 160 current-use pesticides and pesticide degradates by the U.S. Geological Survey Organic Chemistry Research Laboratory. Samples were collected at two sites in the Bypass, at a comparison site on the...

Stable carbon (C13) and nitrogen (N15) isotopic values of American alligators within the Florida Everglades (2013-2020) Stable carbon (C13) and nitrogen (N15) isotopic values of American alligators within the Florida Everglades (2013-2020)

This dataset contains morphometric and isotopic data for American alligators (Alligator mississippiensis) that were sampled from within four freshwater (FW) wetlands and one estuarine (EST) wetland within the Greater Everglades ecosystem. Due to their compartmentalization and varied habitat and water regimes, there were multiple sampling sites within two of the FW wetlands. The five...

Data for the evaluation of the acute toxicity of 4-nitro-3-(trifluoromethyl)phenol (TFM) to Burbot (Lota lota) Data for the evaluation of the acute toxicity of 4-nitro-3-(trifluoromethyl)phenol (TFM) to Burbot (Lota lota)

The dataset provides access to all data used in the interpretation of results for the study including dose response curves from toxicity tests, predicted minimum lethal concentration data, water quality data, and mortality data.

Summary from posterior distributions of multistate movement model for silver carp in the upper Mississippi River from 2014 to 2021 Summary from posterior distributions of multistate movement model for silver carp in the upper Mississippi River from 2014 to 2021

This data contains the mean and standard deviations for movement rates for silver carp in the upper Mississippi River 2014 and 2021. The data are summaries of the posterior distribution from a Bayesian multistate model described in Stanton et al. 2024 (https://doi.org/10.7717/peerj.17834). References: Stanton JC, Brey MK, Coulter AA, Stewart DR, Knights B. 2024. Bayesian multistate...

The influence of fire-fuel feedbacks on boreal forest fire regimes under future climate change The influence of fire-fuel feedbacks on boreal forest fire regimes under future climate change

This data release contains a set of 21st-century burned-area projections to explicitly account for fire-fuel feedbacks in boreal North America for the years 2010 - 2100. Wildfire regimes in the boreal forest biome of North America are vulnerable to shifts in climate, and significant intensifications in area burned are anticipated under many 21st-century global climate model (GCM)...
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