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This dataset provides shapefile outlines of the 7,150 lakes that had temperature modeled as part of this study. The format is a shapefile for all lakes combined (.shp, .shx, .dbf, and .prj files). A csv file of lake metadata is also included. This dataset is part of a larger data release of lake temperature model inputs and outputs for 7,150 lakes in the U.S. states of Minnesota and Wisconsin (http://dx.doi.org/10.5066/P9CA6XP8).
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Daily lake surface temperatures estimates for 185,549 lakes across the contiguous United States from 1980 to 2020 generated using an entity-aware long short-term memory deep learning model. In-situ measurements used for model training and evaluation are from 12,227 lakes and are included as well as daily meteorological conditions and lake properties. Median per-lake estimated error found through cross validation on lakes with in-situ surface temperature observations was 1.24 °C. The generated dataset will be beneficial for a wide range of applications including estimations of thermal habitats and the impacts of climate change on inland lakes.
Categories: Data; Tags: AL, AR, AZ, Alabama, Aquatic Biology, All tags...
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This data release component contains mean daily stream water temperature observations, retrieved from the USGS National Water Information System (NWIS) and used to train and validate all temperature models. The model training period was from 2010-10-01 to 2014-09-30, and the test period was from 2014-10-01 to 2016-09-30.
Categories: Data; Tags: AL, AR, AZ, Alabama, Arizona, All tags...
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Twenty-five ore and gangue mineral separates from the Miocene-age Goldfield and Tonopah epithermal Au-Ag deposits in southwestern Nevada were analyzed to determine the helium, neon, and argon (He, Ne, and Ar) isotopic compositions contained in fluid inclusions. Four mineral separates from the Butte Main Stage vein deposit and two from the Bingham pyrite-enargite vein deposits were also analyzed. Fifteen separates are from hand samples collected from underground mine workings and the remaining 16 are from mine tailings piles and pits excavated within the past 100 years. The separates consist dominantly of pyrite, enargite, and quartz, with lesser amounts of sphalerite, galena, potassium feldspar, bismuthinite, marcasite,...
Categories: Data; Tags: 3He/4He, Ar, Bingham Copper Mine, Bingham pyrite-enargite vein deposit, Butte Main Stage vein deposit, All tags...
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The USGS Central Region Energy Team assesses oil and gas resources of the United States. The onshore and State water areas of the United States comprise 71 provinces. Within these provinces, Total Petroleum Systems are defined and Assessment Units are defined and assessed. Each of these provinces is defined geologically, and most province boundaries are defined by major geologic changes. The Denver Basin Province is located in eastern Colorado, western Nebraska, southern South Dakota, and eastern Wyoming encompassing all or parts of Pueblo, El Paso, Crowley, Lincoln, Kit Carson, Elbert, Teller, Douglas, Jefferson, Denver, Arapahoe, Adams, Washington, Yuma, Morgan, Weld, Broomfield, Boulder, Larimer, Logan, Sedwick,...
Categories: Data, pre-SM502.8; Types: Downloadable, Map Service, OGC WFS Layer, OGC WMS Layer, Shapefile; Tags: 39 = Denver Basin Province, 503901 = Coalbed Methane, 50390181 = Denver Formation Coals, 50390182 = Laramie Formation Coals, 503902 = Upper Cretaceous Fractured Niobrara, All tags...
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Lake temperature is an important environmental metric for understanding habitat suitability for many freshwater species and is especially useful when temperatures are predicted throughout the water column (known as temperature profiles). In this data release, multiple modeling approaches were used to generate predictions of daily temperature profiles for thousands of lakes in the Midwest. Predictions were generated using two modeling frameworks: a machine learning model (specifically an entity-aware long short-term memory or EA-LSTM model; Kratzert et al., 2019) and a process-based model (specifically the General Lake Model or GLM; Hipsey et al., 2019). Both the EA-LSTM and GLM frameworks were used to generate...
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Cell maps for each oil and gas assessment unit were created by the USGS as a method for illustrating the degree of exploration, type of production, and distribution of production in an assessment unit or province. Each cell represents a quarter-mile square of the land surface, and the cells are coded to represent whether the wells included within the cell are predominantly oil-producing, gas-producing, both oil and gas-producing, dry, or the type of production of the wells located within the cell is unknown. The well information was initially retrieved from the IHS Energy Group, PI/Dwights PLUS Well Data on CD-ROM, which is a proprietary, commercial database containing information for most oil and gas wells in the...
Categories: Data, pre-SM502.8; Types: Downloadable, Map Service, OGC WFS Layer, OGC WMS Layer, Shapefile; Tags: 39 = Denver Basin Province, 503901 = Coalbed Methane, 50390181 = Denver Formation Coals, 50390182 = Laramie Formation Coals, 503902 = Upper Cretaceous Fractured Niobrara, All tags...
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This dataset provides site locations as shapefile points. The format is a shapefile for all sites combined (.shp, .shx, .dbf, and .prj files). This dataset is part of a larger data release of metabolism model inputs and outputs for 356 streams and rivers across the United States (https://doi.org/10.5066/F70864KX). The complete release includes: modeled estimates of gross primary productivity, ecosystem respiration, and the gas exchange coefficient; model input data and alternative input data; model fit and diagnostic information; site catchment boundaries and site point locations; and potential predictors of metabolism such as discharge and light availability.
Categories: Data; Types: Downloadable, Map Service, OGC WFS Layer, OGC WMS Layer, Shapefile; Tags: 007, 012, AK, AL, AR, All tags...
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Understanding the current risk of the threat of invasive annual grasses to the sagebrush ecosystem is needed for biological planning and conservation design of appropriate conservation delivery mechanisms that will enhance and maintain priority wildlife species of conservation concern. Current efforts with partners have developed a 250 m near-real time herbaceous annual percent cover map in western portion of the ecosystem for identifying wildfire risk but this effort needs to be expanded to the eastern portion of the biome. In addition, localized detailed information is needed at 30m scale for increased accuracy of identifying the degree and extent of invasions. This information at the landscape scale will facilitate...
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The RCMAP (Rangeland Condition Monitoring Assessment and Projection) dataset quantifies the percent cover of rangeland components across the western U.S. using Landsat imagery from 1985-2020. The RCMAP product suite consists of eight fractional components: annual herbaceous, bare ground, herbaceous, litter, non-sagebrush shrub, perennial herbaceous, sagebrush, shrub and rule-based error maps including the temporal trends of each component. Several enhancements were made to the RCMAP process relative to prior generations. We used an updated version of the 2016 base training data, with a more aggressive forest mask and reduced shrub and sagebrush cover bias in pinyon-juniper woodlands. We pooled training data in areas...
Categories: Data; Tags: AZ, Arizona, Arizona Plateau, Black Hills, Blue Mountains, All tags...
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The Total Petroleum System is used in the National Assessment Project and incorporates the Assessment Unit, which is the fundamental geologic unit used for the assessment of undiscovered oil and gas resources. The Total Petroleum System is shown here as a geographic boundary defined and mapped by the geologist responsible for the province and incorporates not only the set of known or postulated oil and (or) gas accumulations, but also the geologic interpretation of the essential elements and processes within the petroleum system that relate to source, generation, migration, accumulation, and trapping of the discovered and undiscovered petroleum resource(s).
Categories: Data, pre-SM502.8; Types: Downloadable, Map Service, OGC WFS Layer, OGC WMS Layer, Shapefile; Tags: 39 = Denver Basin Province, 503901 = Coalbed Methane, 50390181 = Denver Formation Coals, 50390182 = Laramie Formation Coals, 503902 = Upper Cretaceous Fractured Niobrara, All tags...
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Candidate Conservation Agreements (CCAs) with Assurances (CCAAs) are valuable conservation tools developed with landowners in conjunction with the FWS to conserve species at risk with the intent of negating an Endangered Species Act listing action. Monitoring is typically the responsibility of the landowner, with varying levels of monitoring of biological parameters (e.g., vegetation characteristics). We propose a pilot project to assess if these conservation tools are actually meeting their intended purpose, provide essential information for any necessary adaptive management and inform future CCAs and CCAAs. Without this information, we will be unable to determine whether FWS conservation efforts are eliciting...
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Demographic vital rates differently impact population growth across species, and effective conservation takes advantage of this by targeting management towards the most limiting critical life stages anticipated to respond to management. Current conservation efforts for sagebrush obligate songbirds is inextricably linked to breeding habitats, yet the relative contribution of breeding ecology (e.g. nest success) to overall population declines remains unknown. Combining readily available data with cutting edge analytical tools can fill this missing piece of the conservation portfolio, while also identifying key knowledge gaps. Ultimately this project seeks to empower management with the scientific basis for a demographic...
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Quantifying Western U.S. shrublands as a series of fractional components with remote sensing provides a new way to understand these changing ecosystems. The USGS NLCD team in collaboration with the BLM has produced the most comprehensive remote sensing-based quantification of Western U.S. shrublands to date. Nine shrubland ecosystem components, including percent shrub, sagebrush (Artemisia spp.), big sagebrush, herbaceous, annual herbaceous, litter, and bare ground cover, along with sagebrush and shrub heights, were quantified at 30-m resolution by mapping region. Each region required extensive ground measurement for model training and validation, two scales of remote sensing data from commercial high-resolution...
Categories: Data, Data Release - Revised; Tags: AZ, Arizona, Arizona Plateau, Black Hills, Blue Mountains, All tags...
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This data release component contains shapefiles of river basin polygons and monitoring site locations coincident with the outlets of those basins. A table of basin attributes is also supplied. Attributes, observations, and weather forcing data for these basins were used to train and test the stream temperature prediction models of Rahmani et al. (2021b).<\p>
Categories: Data; Types: Downloadable, Map Service, OGC WFS Layer, OGC WMS Layer, Shapefile; Tags: AL, AR, AZ, Alabama, Arizona, All tags...
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Partnering with Hopa Mountain, the Native Science Fellows Program is designed to support undergraduate and graduate Native American Students as they complete degrees in geosciences and conservation related fields that will support their future careers related to fish, wildlife and/or conservation.PI: Bonnie Sachatello-Sawyer bsawyer@hopamountain.orgPI/Funding recipients organization: HOPA Mountain Inc.Start date: 9/1/2020Projected end date: 12/31/2023Award ID: not yet assignedFunding sources and amounts: US Fish and Wildlife Service, Legacy Region 6, Science Applications, $70,000
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Collaborative research project between Science Applications, Migratory Birds Program, and National Wildlife Refuge System to test the efficacy and applicabilty of the deploymant of a pilot MOTUS tracking array and nanotagging birds - to assess ability to determine demographics, migration timing, and nesting and wintering habitat selection of 4 priority species in the grasslands ecosystem. If sucessful, will aid the Service and conservation partners in strategic conservation delivery and monitoring.. Science Applications is providing funds for equipement acqisition and assissting in analyses.
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The US Fish and Wildlife Service has been petitioned to list the regal fritillary butterfly under the Endangered Species Act (ESA) with decision due in FY 2022. Population and species viability are directly related to genetic diversity, yet direct measures of genetic diversity are rare for any species, let alone a species of conservation concern. Previous research revealed regal fritillary populations show a reduction in genetic diversity from west to east, as potential habitat patches become smaller and more isolated. Genetic information will inform the species status assessment and the 12-month finding for this species.PI: Sara Oyler-McCance, sara_oyler-mccance@usgs.govPI/Funding recipients organization: US Geological...
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This data set is a complete digital hydrologic unit boundary layer to the Subwatershed (12-digit) 6th level for the State of Wyoming.This data set consists of geo-referenced digital data and associated attributes created in accordance with the "Federal Standards For Delineation of Hydrologic Unit Boundaries 12/06/01" (http://www.ftw.nrcs.usda.gov/huc_data.html). The data set was developed by digitizing watershed boundary lines using 1:24,000 Enhanced Digital Raster Graphics (DRG-E) geo-referenced topographic image base maps and 1:100,000-scale draft boundary lines. The National Elevation Dataset (NED) was used to produce the 1:100,000-scale preliminary draft boundaries. Polygons are attributed with hydrologic unit...


map background search result map search result map Hydrologic Unit Boundaries (HUBs) 6th Level for Wyoming at 1:24,000 Fluid Inclusion Noble Gas Data from Goldfield and Tonopah Epithermal Au-Ag Deposits Metabolism estimates for 356 U.S. rivers (2007-2017): 2a. Site coordinates National Land Cover Database (NLCD) 2016 Shrubland Fractional Components for the Western U.S. (ver. 3.0, July 2020) Process-based water temperature predictions in the Midwest US: 1 Spatial data (GIS polygons for 7,150 lakes) Piloting an automated telemetry array to assess the movements, distribution, distribution and survival of priority grassland bird species in the Great Plains Landscape risk assessment tool expanded for detecting invasive annual grass threat to FWS sagebrush priority migratory birds ranges in the eastern portion of the sagebrush biome Genetic sampling to expand the phylogeographic analysis for understanding the genetic diversity at continental and regional scales for the regal fritillary butterfly, a species petitioned for listing under the ESA Evaluating the efficacy of CCAAs Understanding Our Piece of The Pie: Population Modeling for Decling Sagebrush Obligate Songbirds Hopa Mountain Native Science Fellow Program Daily surface temperature predictions for 185,549 U.S. lakes with associated observations and meteorological conditions (1980-2020) 1 Site Information: Deep learning approaches for improving prediction of daily stream temperature in data-scarce, unmonitored, and dammed basins 2 Observations: Deep learning approaches for improving prediction of daily stream temperature in data-scarce, unmonitored, and dammed basins 3 Model Forcings: Deep learning approaches for improving prediction of daily stream temperature in data-scarce, unmonitored, and dammed basins Rangeland Condition Monitoring Assessment and Projection (RCMAP) Fractional Component Time-Series Across the Western U.S. 1985-2020 National Assessment of Oil and Gas Project - Denver Basin Province (039) Boundary National Assessment of Oil and Gas Project - Denver Basin Province (039) Quarter-Mile Cells National Assessment of Oil and Gas Project - Denver Basin Province (039) Total Petroleum Systems Daily water column temperature predictions for thousands of Midwest U.S. lakes between 1979-2022 and under future climate scenarios Genetic sampling to expand the phylogeographic analysis for understanding the genetic diversity at continental and regional scales for the regal fritillary butterfly, a species petitioned for listing under the ESA National Assessment of Oil and Gas Project - Denver Basin Province (039) Boundary Hydrologic Unit Boundaries (HUBs) 6th Level for Wyoming at 1:24,000 National Assessment of Oil and Gas Project - Denver Basin Province (039) Quarter-Mile Cells National Assessment of Oil and Gas Project - Denver Basin Province (039) Total Petroleum Systems Fluid Inclusion Noble Gas Data from Goldfield and Tonopah Epithermal Au-Ag Deposits Piloting an automated telemetry array to assess the movements, distribution, distribution and survival of priority grassland bird species in the Great Plains Process-based water temperature predictions in the Midwest US: 1 Spatial data (GIS polygons for 7,150 lakes) Landscape risk assessment tool expanded for detecting invasive annual grass threat to FWS sagebrush priority migratory birds ranges in the eastern portion of the sagebrush biome Evaluating the efficacy of CCAAs Understanding Our Piece of The Pie: Population Modeling for Decling Sagebrush Obligate Songbirds Hopa Mountain Native Science Fellow Program Daily water column temperature predictions for thousands of Midwest U.S. lakes between 1979-2022 and under future climate scenarios National Land Cover Database (NLCD) 2016 Shrubland Fractional Components for the Western U.S. (ver. 3.0, July 2020) Rangeland Condition Monitoring Assessment and Projection (RCMAP) Fractional Component Time-Series Across the Western U.S. 1985-2020 2 Observations: Deep learning approaches for improving prediction of daily stream temperature in data-scarce, unmonitored, and dammed basins 3 Model Forcings: Deep learning approaches for improving prediction of daily stream temperature in data-scarce, unmonitored, and dammed basins 1 Site Information: Deep learning approaches for improving prediction of daily stream temperature in data-scarce, unmonitored, and dammed basins Daily surface temperature predictions for 185,549 U.S. lakes with associated observations and meteorological conditions (1980-2020) Metabolism estimates for 356 U.S. rivers (2007-2017): 2a. Site coordinates