AndreaBozzo/ceres-open-data-index huggingface dataset:
09471143 - Walnut Gulch below ARS Flume 6, near Tombstone, AZ - 08/02/2017 GPS Survey

Continuous slope-area sensors are installed at four cross sections downstream from Flume 6 operated by the Agricultural Research Service (ARS) at the Walnut Gulch Experimental Watershed. The CSA reach was installed to test the CSA method and determine channel roughness using the known discharge measured by Flume 6. A flow event occurred on July 28, 2017. A GPS survey was conducted on August 2, 2017, to document the CSA pin elevations, cross section geometry at the CSA sensor locations, and high-water marks from the flow event.

Tags: cochise-county, flood-stage, gps, high-water-marks, tombstone-arizona, usgs-5b182afae4b092d965219ca4, walnut-gulch
Organization: Department of the Interior
Merged earthquake catalog without duplicates for the western U.S. (Catalog A inside UCERF3 zone and Catalog B outside UCERF3 zone)

A methodology has been developed at the U.S. Geological Survey (USGS) for making earthquake catalogs for seismic hazard analysis.  A new catalog is assembled from several preexisting catalogs.  Uniform moment magnitudes and related parameters for estimating unbiased seismicity rates are calculated.  Duplicates, explosions, mining-related earthquakes, and induced earthquakes are flagged, and the catalog is declustered.  Distinct catalogs are made for the central and eastern U.S. and the western U.S.  This data set is the merged earthquake catalog without duplicates for the western U.S. (Catalog A inside UCERF3 zone and Catalog B outside UCERF3 zone).

Tags: arizona, california, colorado, earthquake, hazard, idaho, induced, montana, natural, nevada, new-mexico, oregon, seismic, texas, united-states, usa, usgs-5b1813c1e4b092d965219a1c, utah, washington, wyoming
Organization: Department of the Interior
Earthquake catalog without duplicates for the western U.S., for use outside the UCERF3 zone (Catalog B)

A methodology has been developed at the U.S. Geological Survey (USGS) for making earthquake catalogs for seismic hazard analysis.  A new catalog is assembled from several preexisting catalogs.  Uniform moment magnitudes and related parameters for estimating unbiased seismicity rates are calculated.  Duplicates, explosions, mining-related earthquakes, and induced earthquakes are flagged, and the catalog is declustered.  Distinct catalogs are made for the central and eastern U.S. and the western U.S.  This data set is the earthquake catalog without duplicates for the western U.S., for use outside the UCERF3 zone (Catalog B).

Tags: arizona, california, colorado, earthquake, hazard, idaho, induced, montana, natural, nevada, new-mexico, oklahoma, oregon, seismic, texas, united-states, usa, usgs-5b1811ece4b092d9652199dc, utah, washington, wyoming
Organization: Department of the Interior
Master earthquake catalog for the western U.S., for use outside the UCERF3 zone (Catalog B)

A methodology has been developed at the U.S. Geological Survey (USGS) for making earthquake catalogs for seismic hazard analysis.  A new catalog is assembled from several preexisting catalogs.  Uniform moment magnitudes and related parameters for estimating unbiased seismicity rates are calculated.  Duplicates, explosions, mining-related earthquakes, and induced earthquakes are flagged, and the catalog is declustered.  Distinct catalogs are made for the central and eastern U.S. and the western U.S.  This data set is the master earthquake catalog for the western U.S., for use outside the UCERF3 zone (Catalog B)

Tags: arizona, california, colorado, earthquake, hazard, idaho, induced, montana, natural, nevada, new-mexico, oklahoma, oregon, seismic, texas, united-states, usa, usgs-5b180f06e4b092d96521998b, utah, washington, wyoming
Organization: Department of the Interior
Master earthquake catalog for the western U.S., for use inside the UCERF3 zone (Catalog A)

A methodology has been developed at the U.S. Geological Survey (USGS) for making earthquake catalogs for seismic hazard analysis.  A new catalog is assembled from several preexisting catalogs.  Uniform moment magnitudes and related parameters for estimating unbiased seismicity rates are calculated.  Duplicates, explosions, mining-related earthquakes, and induced earthquakes are flagged, and the catalog is declustered.  Distinct catalogs are made for the central and eastern U.S. and the western U.S.  This data set is the master earthquake catalog for the western U.S., for use inside the UCERF3 zone (Catalog A)

Tags: arizona, california, colorado, earthquake, hazard, idaho, induced, montana, natural, nevada, new-mexico, oklahoma, oregon, seismic, texas, united-states, usa, usgs-5b180db0e4b092d96521996b, utah, washington, wyoming
Organization: Department of the Interior
Estimated daily loads of nutrients, sediment, and chloride at USGS edge-of-field stations, in Wisconsin, water years 2012-17

As part of the Great Lakes Restoration Initiative, the U.S. Department of Agriculture, Natural Resources Conservation Service; U.S. Environmental Protection Agency; and the U.S. Geological Survey (USGS) have partnered to evaluate agricultural conservation practices focused on nutrient management. Monitoring methods allow for rapid assessment of water-quality changes in response to conservation efforts by focusing on subsurface-tile drainage and direct surface runoff from fields. 
Estimated daily loads presented within this dataset are from five surface-runoff monitoring stations (USGS station identification number 441624088045601, approximated drainage area of 4.17 hectare; USGS station identification number 441546088082001, approximated drainage area of 11.0 hectare; USGS station identification number 441520880845001, approximated drainage area of 3.20 hectare; USGS station identification number 442119088085501, approximated drainage area of 1.94 hectare; USGS station identification number 442114088085701, approximated drainage area of 10.4 hectare) and one tile-runoff monitoring station (USGS station identification number 441520088045002; approximated drainage area of 2.02 hectare). The monitored fields are row-crop parcels planted in a biennial corn-soybean crop rotation. Best-management practices were applied during part of the monitoring period. 
Note: Daily load computations are presented directly as they were output from the GCLAS program and do not represent the degree of accuracy of the estimates.

Tags: agriculture, brown-county, east-river, field-monitoring-stations, greenleaf, hydrology, nutrient-content-water, suspended-material-water, usgs-5b17fc85e4b092d96521969b, water-chemistry, water-quality, water-resource-management, wisconsin
Organization: Department of the Interior
Scaling antibiotic efficacy from cells to metapopulations

The data are population sizes of yeast Saccharaomyces cerevisiae growth in laboratory cultures over a period of several days with different levels of growth inhibitor cycloheximide and of nutrient levels.

Tags: biology-department, carrying-capacity, coral-gables, florida, growth-rate, heterogeneous-resource-distribution, heterogeneous-toxicant-distribution, laboratory, stressor, university-of-miami, usgs-5b17f9e7e4b092d96521968c
Organization: Department of the Interior
Geospatial Data for Coal Beds in the Little Snake River coal field and Red Desert area, Greater Green River Basin, Wyoming

The data release encapsulates geospatial data in support of the regional scale study, Coal Geology and Assessment of Coal Resources and Reserves in the Little Snake River coal field and Red Desert assessment area, Greater Green River Basin, Wyoming.    The assessment area covers about 2,300 square miles of the Eastern portion of the 15,400 square mile Greater Green River Basin in Southwestern Wyoming.  This release includes geospatial data for the study area boundary, depth to coal, thickness of coal, outcrops and reliability.  These data were compiled from numerous sources, the primary one being a database of point data that resides in a separate data release.

Tags: carbon-county, coal-reserves, coal-resources, coalassessments, economy, energy-resources, environment, geoscientificinformation, great-divide-basin, little-snake-river, moffat-county, red-desert-basin, routt-county, state-of-colorado, state-of-wyoming, sweetwater-county, united-states-of-america, usgs-5b170631e4b092d9651fcca6
Organization: Department of the Interior
Data and Associated Code for Projections of Unimpaired Flows, Storage, and Managed Flows for Climate Change Scenarios in the San Francisco Bay-Delta Watershed, California

This data release includes data containing projections of unimpaired hydrology, reservoir storage, and downstream managed flows in the Sacramento River/San Joaquin River watershed, California for scenarios of future climate change generated for the CASCaDE2 project (Computational Assessments of Scenarios of Change for the Delta Ecosystem, phase 2). Code used to produce the data is also included. The dataset is produced using a multiple-model approach. First, downscaled global climate model outputs are used to drive an existing Variable Infiltration Capacity/Variable Infiltration Capacity Routing (VIC/RVIC) model of Sacramento/San Joaquin hydrology, resulting in projections of daily, unimpaired flows throughout the watershed. A management model, CASCaDE2-modified CalSim (C2-CalSim), uses these projections as inputs and produces monthly estimates of reservoir and other infrastructure operations and resulting downstream managed flows. The CASCaDE2 resampling algorithm (CRESPI), also uses the projected daily unimpaired flows, along with historical managed flows, to estimate the daily variability in managed flows throughout the watershed. The monthly and daily managed-flow estimates are combined in a way that preserves the multi-decadal variability and century-scale trends produced by the C2-CalSim model and the day-to-day variability produced by the CRESPI algorithm. The resulting data are analyzed and processed to produce tables, figures, and text for the associated publications. To reduce the data release's size, data from a given step in the analysis that are not used in a subsequent step have not been included in this data release. All code generated by the USGS to produce the data in this data release is also included. This includes all code to download and preprocess external data; to set up and control the RVIC model runs; to modify, set up, and control runs of the CalSim 2 model; to implement and run the CRESPI algorithm; to postprocess and analyze model outputs; and to produce published figures, tables and text that includes calculated values. A detailed README file is included with instructions for running the code, including how to obtain the external RVIC and CalSim 2 models.

Tags: climate-change, don-pedro-reservoir, folsom-lake, lake-mcclure, lake-oroville, millerton-lake, new-melones-lake, sacramento-river, sacramento-san-joaquin-delta, san-francisco-bay, san-joaquin-river, shasta-lake, usgs-5b170442e4b092d9651fcc93, water-supply-and-demand, yolo-bypass
Organization: Department of the Interior
Estimates of Road Salt Application across the Conterminous United States, 1992-2019 (ver. 2.0, August 2023)

Annual estimates of road salt application were initially developed for the conterminous United States for the calendar years 1992 through 2015.  As more data became available, years 2016 through 2019 were added to the dataset. The final dataset consists of 28 rasters in Geostationary Earth Orbit Tagged Image File Format (GeoTIFF), one for each year from 1992 through 2019. The final estimates (in pounds) were derived from several data sources, which include road density and proportion of developed land use, depth and spatial extent of long-term snowfall, and the production and distribution of salt sources by state.  The extent is the conterminous United States, and the spatial resolution is one-square kilometer.

Tags: geospatial-datasets, ground-transportation, salinity, surface-water-quality, usgs-5b15a50ce4b092d9651e22b9
Organization: Department of the Interior
Litter, water depth and graminoid height data for C3 and Marsh Creek experimental blocks, Seney National Wildlife Refuge, Michigan, 2006-2010

In association with plant cover data, data on litter depth, water depth, and graminoid height were collected on 16, 1-ha experimental blocks in C3 and Marsh Creek units of Seney National Wildlife Refuge, 2006-2010.  Within each unit, we selected 4 pairs of blocks representing sedge-shrub habitat, with one of the pair assigned to spring burning (C3, May 2008) or summer burning (Marsh Creek, 2007 and 2008).  This before-after-control-impact design provided for data collection two growing seasons before the burn (2006, 16 blocks; 2007, 15 blocks) and two-three growing seasons (2008, 2009, and 2010; 14 blocks) after burning; the unburned plot of each pair served as the control, and the burned plot of each pair the treatment. Within each block, 25 points were established equidistant (25 m) from one another, 5 each along 5 transects. Data were collected at along a 2-m ruler set out at each points. The ruler was marked into 40 5-cm segments; these data were recorded only at the each fifth segment (5, 10, 15, 20, 25, 30, 35, and 40) as a single measure (not averaging accross the 5 segments).  This table provides unsummarized data. Associated plant cover data are in Seney_ExpFireStudy_Plant_Taxa_Cover_data.csv.

Tags: aquatic-plants, biota, fens, grasses, litter, michigan, peatland, plantorganisms, schoolcraft-county, seney-national-wildlife-refuge, usgs-5b159f9ce4b092d9651e2285, vegetation, wetlands, woody-plants
Organization: Department of the Interior
Plant taxa in C3 and Marsh Creek experimental blocks, Seney National Wildlife Refuge, Michigan, 2006-2010

Plant data were collected  on 16, 1-ha experimental blocks in C3 and Marsh Creek units of Seney National Wildlife Refuge, 2006-2010.  The percent cover of each plant taxon, moss as a group, and open area was recorded sing a modified line-intercept method for each of 25 sampling points within a block. Sampling points were equidistantly spaced, with 5 points spaced 25 m apart along each of 5 transects also spaced 25 m apart within each sampling block.  Within each unit, we selected 4 pairs of blocks representing sedge-shrub habitat, with one of the pair assigned to spring burning (C3, May 2008) or summer burning (Marsh Creek, 2007 and 2008).  This before-after-control-impact design provided for data collection two growing seasons before the burn (2006, all 16 blocks; 2007, 15 blocks) and two-three growing seasons (2008, 2009, and 2010; 14 blocks) after burning; the unburned plot of each pair served as the control, and the burned plot of each pair the treatment.  Taxa were identified to species where possible,but some taxa were identified only to genus, and some species were merged for analyses because of challenges separating similar species. These data were used in conjunction with environmental data within each block to examine the effects burning on the plant community.

Tags: aquatic-plants, biota, botany, fens, michigan, peatland, plantorganisms, schoolcraft-county, seney-national-wildlife-refuge, usgs-5b159f04e4b092d9651e227d, vegetation, wetlands
Organization: Department of the Interior
Metrics of plant community in C3 and Marsh Creek experimental blocks, Seney National Wildlife Refuge, Michigan, 2006-2010

Plant cover data were collected  on 16, 1-ha experimental blocks in C3 and Marsh Creek units of Seney National Wildlife Refuge, 2006-2010.  Within each unit, we selected 4 pairs of blocks representing sedge-shrub habitat, with one of the pair assigned to spring burning (C3, May 2008) or summer burning (Marsh Creek, 2007 and 2008).  This before-after-control-impact design provided for data collection two growing seasons before the burn (2006, 16 blocks; 2007, 15 blocks) and two-three growing seasons (2008, 2009, and 2010; 13 blocks) after burning; the unburned plot of each pair served as the control, and the burned plot of each pair the treatment.  This table provides calculated measures of species richness, Shannon Diversity Index (H), and scores for non-metric multidimensional scaling (3 axes), by treatment, site, and year. These metrics were not calculated for the 2 blocks in C3 dropped from data collection after 2007, or for the one Marsh Creek block burned in 2007 (hence just 13 blocks represented here).  Raw data from which these metrics were described in Plant_Taxa_Metadata2.xml.

Tags: aquatic-plants, biota, botany, fen, michigan, peatland, plant-communities, plantorganisms, schoolcraft-county, seney-national-wildlife-refuge, usgs-5b159ae6e4b092d9651e2259, vegetation, wetlands
Organization: Department of the Interior
Attributes for NHDPlus version 2.1 catchments and modified routing of upstream watersheds for the conterminous United States: 2012 Percent farm land in conservation program.

This metadata record describes a computed ratio of county acres of farmland reported in agricultural conservation programs to the total acres of farmland reported for the county. Acres in conservation programs are for the 2012 time period, and reported by survey from the U.S. Department of Agriculture, Farm Field Survey. Acres of total farmland were used from the U.S. Department of Agriculture, 2012 Census of Agriculture. The ratio is intended to provide an indication of the intensity of agricultural management practices.

Tags: agriculture, biota, conservation, conus, county, crp, united-states, usgs-5b1583d3e4b092d9651e20e4
Organization: Department of the Interior
Repeat microgravity data from the Big Chino Subbasin, 2001-2017, Yavapai County, Arizona

This dataset contains absolute-gravity measurements made using an A-10 absolute gravity meter (Micro-g Lacoste, Inc.) between 2009 and 2017 in the Big Chino Subbasin, Yavapai County, Arizona. Measurements were made about 3 times per year at a total of 33 different stations. Data are presented in tabular form, including relevant parameters used for processing. Data were output by g software (Micro-g Lacoste, Inc.) version 9.12.04.23. A correction for laser-frequency drift was applied, based on regular calibration of the HeNe laser used in the A-10 against an iodine-stabilized laser. A second soil-moisture correction was applied based on satellite soil-moisture measurements, an infiltration model, and the elevation of the terrain surrounding each station. This correction is described in detail in the accopmanying interpretive report (Kennedy and others, 2019). 
Kennedy, J.R., Kahler, L.M., Read, A.L., 2019, Aquifer storage change and storage properties, 2010-2017, in the Big Chino Subbasin, Yavapai County, Arizona: U.S. Geological Survey Scientific Investigations Report 2019-5060, 50 p.

Tags: arizona, big-chino-williamson-valley, geophysics, gravimeter-measurement, gravitational-field-earth, groundwater, groundwater-level, hydrogeology, oceans, paulden, southwest-gravity-program, time-series-datasets, upper-verde, usgs-5b1570eae4b092d9651e1e6c, yavapai
Organization: Department of the Interior
Gravity data from the Truxton area, northwestern Arizona, tabular format

This dataset represents the network-adjusted results of relative- and absolute-gravity surveys. Relative-gravity surveys were carried out using a ZLS Coporation Burris relative-gravity meter. The effect of solid Earth tides and ocean loading were removed from the data. Instrument drift was removed by evaluating gravity change during repeated measurements at one or more base stations, or between absolute-gravity stations. Absolute-gravity surveys were carried out using a Micro-g LaCoste, Inc. A-10 absolute-gravity meter. The vertical gravity gradient was assumed to be -3 microGal/cm at each absolute-gravity site. Relative-gravity differences and absolute-gravity data were combined using a least-squares network adjustment, as implemented in the software Gravnet (Hwang, C., Wang, C., Lee, L., 2002. Adjustment of relative gravity measurements using weighted and datum-free constraints. Comput. Geosci. 28, 1005-1015). Data pre- and post-processing were carried out using GSadjust (https://github.com/jkennedy-usgs/GSadjust). The dataset includes standard gravity corrections (free air, Bouguer slab, and terrain) and values for complete Bouguer anomaly.

Tags: arizona-water-science-center, geophysics, gravimeter-measurement, gravitational-field-earth, hualapai-indian-reservation, hydrogeology, mohave-country, peach-springs, southwest-gravity-program, truxton, usgs-5b156f66e4b092d9651e1e30
Organization: Department of the Interior
ANT Bait Common Carp Control Data

This is a dataset accompanying the 2017 publication “Assessing the efficacy of corn-based bait containing antimycin-a to control common carp populations using laboratory and pond experiments.” Data are included for the four experiments conducted described in this paper. First, data for a gavage experiment including mortality of carp per tank, fish metrics (lengths and weights), and water quality data (pH, dissolved oxygen, temperature). Second, data are included for the leaching trial including mortality of bluegill and carp, concentrations of antimycin in the tanks, fish metrics, and water quality metrics. Third, data are included for the species-specificity indoor trial. Included in this are mortality and sample size data, fish metrics, and water quality metrics. Last, data are included for the species-specificity outdoor trial. Included in this are mortality and survival data, fish metrics, and water quality metrics.

Tags: antimycin-a, common-carp, cyprinis-carpio, invasive-fish, management, toxins, usgs-5b156017e4b092d9651e1c7d
Organization: Department of the Interior
Earthquake Catalogs supporting manuscript "Afterslip Enhanced Aftershock Activity During the 2017 Earthquake Sequence Near Sulphur Peak, Idaho"

This ScienceBase entry contains three seismic catalogs supporting and described by the manuscript - Koper, K. D., Pankow, K. L., Pechmann, J. C., Hale, J. M., Burlacu, R., Yeck, W. L., et al (2018). Afterslip Enhanced Aftershock Activity During the 2017 Earthquake Sequence Near Sulphur Peak, Idaho. Geophysical Research Letters, 45. https://doi.org/10.1029/2018GL078196.   
These are included in three separate catalog files: the University of Utah Seismograph Stations (UUSS) absolute locations, the MLOC relocations, and the GrowClust relocations. The absolute USGS locations are available from the USGS ComCat (https://earthquake.usgs.gov/data/comcat/).

Tags: earth-science, earthquake-hazard, earthquake-hazards-program, ehp, geologic-hazards-science-center, geophysics, ghsc, hypocenter, seismic-hazard, seismology, sulphur-peak-idaho, united-states, usgs, usgs-5b155175e4b092d9651e1a4d
Organization: Department of the Interior
Bulk electrical conductivity data

Tracking changes in bulk electrical conductivity (EC) during tracer tests in saturated sediments allows for direct observation of both mobile and less-mobile pore space exchange dynamics. Electrode arrays made up of four stainless steel rods (insulated with the exception of exposed 0.5 cm tips) were installed vertically at depths of interest and apparent electrical resistivity data (the inverse of bulk EC) were collected using a Wenner configuration with an AGI SuperSting R8 meter. 
The Bulk EC data are described and listed within the files below. Controlled, downward flow experiments were conducted in Dual-domain porosity apparatus (DDPA). Downward flow rates ranged from 1.2 to 1.4 m/d in DDPA1 and at 1 m/d, 3 m/d, 5 m/d, 0.9 m/d as described in the publication: Briggs, M.A., Day-Lewis, F.D., Dehkordy, F.M.P., Hampton, T., Zarnetske, J.P., Singha, K., Harvey, J.W. and Lane, J.W., 2018, Direct observations of hydrologic exchange occurring with less-mobile porosity and the development of anoxic microzones in sandy lakebed sediments, Water Resources Research, DOI:10.1029/2018WR022823.

Tags: environment, geophysics, geoscientificinformation, groundwater, hydrogeology, hydrology, inland-waters, inlandwaters, massachusetts, measurement, sandwich, seepage, snake-pond, surface-water, tracer, usgs-5b11b35be4b092d9651badbe
Organization: Department of the Interior