AndreaBozzo/ceres-open-data-index huggingface dataset:
Wind rose plots for the volcano: 390020  Erebus

This zip folder contains ASCII text files of vectors at the specified volcano at 
12-hour intervals, 
from January 1, 1990 through December 28, 2009.  
The wind vectors are divided into five files, names by their elevation range above 
sea level in the atmosphere: 00-05km.txt; 05-11km.txt; 11-16km.txt; 16-24km.txt; 
and 24-30km.txt. 
The zip folder also contains a subfolder "figures", with Wind rose plots of wind 
direction and speed over 
this time period.  The plots are by season, and by elevation, given a total of 20 
plots (4 seasons, 5 
elevation ranges).  A summary plot is also included which gives the year-round 
wind pattern at the volcano, 
at 0-5 km elevation.  Plots are in both jpg and pdf format.

Tags: meteorology, usgs-58d018e7e4b0236b68f533da, volcanic-ash, volcanic-eruption-forecasting, wind
Organization: Department of the Interior
Historical streamflow and stage data for the lower Columbia River basin and the coasts of Washington, Oregon, and northern California

The U.S. Geological Survey (USGS) compiled data from a variety of national and state agencies to create a comprehensive dataset of streamflow and stage for the lower Columbia River basin and the coasts of Washington, Oregon, and northern California. Seasonal maximum values were calculated for streamflow and stage for the winter (November–March) and spring (April–July) flow seasons, as well as for the full water year (October-September) when underlying data were available.

Tags: columbia-river, gage-height, lower-columbia-river-basin, northern-california, oregon, streamflow, usgs-5d5c3770e4b01d82ce8fc0a6, washington, willamette-river
Organization: Department of the Interior
Coastwide Reference Monitoring System (CRMS) 2005, 2008, 2012, 2016 and 2018 Site 2881 land-water matrix

Wetland restoration efforts conducted by the Coastal Wetlands Planning, Protection and Restoration Act (CWPPRA) in Louisiana rely on monitoring to determine the efficacy of these projects. The Coastwide Reference Monitoring System (CRMS) was developed to assist in a multiple-reference approach that uses aspects of hydrogeomorphic functional assessments and probabilistic sampling for monitoring. The CRMS program includes a suite of approximately 390 sites that encompass the range of hydrological and ecological conditions for each stratum. As part of CRMS, land and water classifications are created from Digital Orthophoto Quarter Quadrangles (DOQQs) approximately every three years at all CRMS sites. This dataset consists of a matrix of five land-water products (2005, 2008, 2012, YYYY and 2018).  The resulting matrix has 32 possible classes defined by the combination of land and water categories on those five dates.

Tags: alteration-of-wetland-habitats, cartography, coastal, coastal-louisiana, crms, doqq, emergent-wetland, forested-wetland, geographic-information-system, imagerybasemapsearthcover, land-water, louisiana, mapping, marsh, protection, restoration, scrub-shrub-wetland, state-of-louisiana, usgs-611f1489d34e40dd9c01d2fe, wetland, wetland-ecosystems, wetland-restoration
Organization: Department of the Interior
Coastwide Reference Monitoring System (CRMS) 2018 Site 0536 land-water classification data

Wetland restoration efforts conducted by the Coastal Wetlands Planning, Protection and Restoration Act (CWPPRA) in Louisiana rely on monitoring efforts to determine the efficacy of these efforts. The Coastwide Reference Monitoring System (CRMS) was developed to assist in a multiple-reference approach that uses aspects of hydrogeomorphic functional assessments and probabilistic sampling for monitoring. The CRMS program includes a suite of approximately 398 sites that encompass the range of hydrological and ecological conditions for each stratum. As part of CRMS, land and water classifications are created from Digital Orthophoto Quarter Quadrangles (DOQQs) approximately every three years at all CRMS sites. A DOQQ is a raster image in which displacement in the image caused by sensor orientation and terrain relief has been removed and combines the image characteristics of a photo with geometric qualities of a map. The DOQQs generated for this project consist of 2018 Color Infrared (CIR) Digital Imagery. These images were classified into land and water categories using a threshold of the near infrared (NIR) band, followed by supervised and unsupervised classification.  Initial classification results are then reviewed by multiple image analysts to identify and manually recode errors. The final land-water classifications are intended to serve as both geographic and quantitative assessments of landscape composition on the date of acquisition. Four previous assessments have been conducted (2005, 2008, 2012, and 2015/2016). Once the program creates enough data points for statistical analyses, these data will be used for land area change rate calculation.

Tags: alteration-of-wetland-habitats, cartography, coastal, coastal-louisiana, crms, doqq, emergent-wetland, forested-wetland, geographic-information-system, imagerybasemapsearthcover, land-water, louisiana, mapping, marsh, protection, restoration, scrub-shrub-wetland, state-of-louisiana, usgs-611d2c37d34e40dd9c0129eb, wetland, wetland-ecosystems, wetland-restoration
Organization: Department of the Interior
Seismic Reflection, EdgeTech SB-512i chirp profile images,USGS field activity 2017-003-FA, Mississippi River Delta front offshore of southeastern Louisiana (PNG images)

High resolution bathymetric, sea-floor backscatter, and seismic-reflection data were collected offshore of southeastern Louisiana aboard the research vessel Point Sur on May 19-26, 2017, in an effort to characterize mudflow hazards on the Mississippi River Delta front. As the initial field program of a research cooperative between the U.S. Geological Survey, the Bureau of Ocean Energy Management, and other Federal and academic partners, the primary objective of this cruise was to assess the suitability of sea-floor mapping and shallow subsurface imaging tools in the challenging environmental conditions found across delta fronts (for example, variably distributed water column stratification and widespread biogenic gas in the shallow subsurface). Approximately 675 kilometers (km) of multibeam bathymetry and backscatter data, 420 km of towed chirp data, and 550 km of multichannel seismic data were collected. Varied mudflow (gully, lobe), prodelta morphologies, and structural features were imaged in selected survey areas from Pass a Loutre to Southwest Pass.

Tags: 512i, boem, bureau-of-ocean-energy-management, chirp, cmgp, coastal-and-marine-geology-program, edgetech, field-activity-number-2017-003-fa, geoscientificinformation, gulf-of-mexico, image, marine-geology, marine-geophysics, mississippi-river-delta-front, oceans, pass-a-loutre, png, sea-floor, seafloor, seismic-profile, seismic-reflection, seismic-reflection-methods, south-pass, southeast-louisiana, southwest-pass, sub-bottom-profiling, u-s-geological-survey, usgs, usgs-5a958874e4b06990606a7cc8, whcmsc, woods-hole-coastal-and-marine-science-center
Organization: Department of the Interior
Physiography for the Mid-Atlantic Coastal Plain

Physiography for the Mid-Atlantic Coastal Plain was constructed by standardizing and extrapolating 
previous physiographic interpretations for areas within and adjacent to the region.  For more information, 
see U. S. Geological Survey Professional Paper 1680.

Tags: coastal-plain, delaware, environment, geology, geoscientificinformation, groundwater, inlandwaters, maryland, mid-atlantic, new-jersey, north-carolina, pennsylvania, physiography, usgs-ff169913-04d1-4585-b538-34fb79cb95ca, virginia, washington-d-c
Organization: Department of the Interior
Coastwide Reference Monitoring System (CRMS) 2005, 2008, 2012, and 2016 Site 0337 land-water matrix

Wetland restoration efforts conducted by the Coastal Wetlands Planning, Protection and Restoration Act (CWPPRA) in Louisiana rely on monitoring efforts to determine the efficacy of these efforts. The Coastwide Reference Monitoring System (CRMS) was developed to assist in a multiple-reference approach that uses aspects of hydrogeomorphic functional assessments and probabilistic sampling for monitoring. The CRMS program includes a suite of approximately 390 sites that encompass the range of hydrological and ecological conditions for each stratum. As part of CRMS, land and water classifications are created from Wetland restoration efforts conducted by the Coastal Wetlands Planning, Protection, and Restoration Act (CWPPRA) in Louisiana rely on monitoring efforts to determine the efficacy of these efforts. The Coastwide Reference Monitoring System (CRMS) was developed to assist in a multiple-reference approach that uses aspects of hydrogeomorphic functional assessments and probabilistic sampling for monitoring. The CRMS program includes a suite of approximately 390 sites that encompass the range of hydrological and ecological conditions for each stratum. As part of CRMS, land and water classifications are created from Digital Orthophoto Quarter Quadrangles (DOQQs) approximately every three years at all CRMS sites. This dataset consists of a matrix of four land-water products (2005, 2008, 2012, and 2016).  The resulting matrix has 16 possible classes defined by the combination of land and water categories on those four dates.

Tags: alteration-of-wetland-habitats, cartography, coastal, crms, doqq, emergent-wetland, forested-wetland, geographic-information-system, imagerybasemapsearthcover, land-water, louisiana, mapping, marsh, protection, restoration, scrub-shrub-wetland, state-of-louisiana, usgs-5b631a71e4b006a11f7177b8, wetland, wetland-ecosystems, wetlands
Organization: Department of the Interior
Attributes for NHDPlus Version 2.1 Reach Catchments and Modified Routed Upstream Watersheds for the Conterminous United States: Average Monthly Runoff (mm) from McCabe and Wolock's Runoff Model Over Period of Record, 1951-2000

This data set represents the average monthly runoff (mm) from McCabe and Wolock's Runoff Model over the period of record, 1951-2000  compiled for two spatial components of the NHDPlus version 2.1 data suite (NHDPlusv2) for the conterminous United States; 1) individual reach catchments and 2) reach catchments accumulated upstream through the river network (i.e., watersheds). This dataset can be linked to the NHDPlus version 2 data suite by the unique identifier COMID.  The source data were produced by McCabe and Wolock (in review). Units for the  average monthly  runoff (mm) from McCabe and Wolock's Runoff Model 1951-2000 are millimeters per year. Reach catchment information characterizes data at the local scale. Reach catchments accumulated upstream through the river networks characterizes cumulative upstream conditions.  Network-accumulated values are computed using two methods, 1) divergence-routed and 2) total cumulative drainage area. Both approaches use a modified routing database to navigate the NHDPlus reach network to aggregate (accumulate) the metrics derived from the reach catchment scale. (Schwarz and Wieczorek, 2018).

Tags: average-monthly-runoff, catchment, inlandwaters, nawqa, nhdplus, usgs-573b5344e4b0dae0d5e3ad9c
Organization: Department of the Interior
Porosity, dry bulk density, and mass accumulation rates

Porosity, dry bulk density, and average mass accumulation rates, and estimated date of the mid-point of each sediment interval were determined for ten sediment cores retrieved from Lake Lanier in 2018.  Physical properties of the sediment (porosity, dry bulk density) were used to help define the pre-reservoir surface and determine the average mass accumulation rate of sediment. This will help to better understand the historical accumulation of sediment and nutrients at select locations in Lake Lanier. The locations were selected to provide supplement a larger study investigating the role of septic systems on Lake Lanier water quality. Sites were distributed among selected study coves (with residential septic systems adjacent to the lake) and included a reference cove without development.  Potential users of this data should recognize the rationale driving  the site selection process in the interpretation of the associated data collected. Furthermore, it is unknown whether the data from the selected sites are representative of the lake as a whole.

Tags: average-mass-accumulation-rate, dry-bulk-density, georgia, inlandwaters, lake-sidney-lanier, porosity, usgs-5f491d8882ce4c3d122b033b
Organization: Department of the Interior
UFK14RBR77750p-trm_metadata: 2014–2015 Ocean Current and Pressure Time Series Data from the Upper Florida Keys: Crocker Reef, FL

Three Acoustic Doppler current profilers (ADCP), a current meter and a pressure logger were deployed at Crocker Reef, a senile (dead) barrier reef located in the northern portion of the Florida Reef Tract from December 12, 2014 to January 30, 2015 to quantify flow characteristics in various sub-regions. A RBR pressure logger was deployed on the fore reef and configured to measure pressure at a rate of 2 hertz (Hz). The logger was positioned at a water depth of 14 meters, the deepest part of the fore reef) in order to obtain wave statistics measurements.

Tags: crocker-reef, environment, florida, geoscientificinformation, monroe-county, north-america, ocean-currents, oceans, pressure, reef, spcmsc, st-petersburg-coastal-and-marine-science-center, theme_keyword-reef-ecosystem, tides-oceanic, u-s-geological-survey, united-states, usgs, usgs-bf2609f7-6b90-48ee-8184-be5a4e51ee5f
Organization: Department of the Interior
Geology and geomorphology--Offshore of San Gregorio Map Area, California

This part of SIM 3306 presents data for the geologic and geomorphic map of the Offshore of San Gregorio map area, California. The vector data file is included in "Geology_OffshoreSanGregorio.zip," which is accessible from https://pubs.usgs.gov/ds/781/OffshoreSanGregorio/data_catalog_OffshoreSanGregorio.html. These data accompany the pamphlet and map sheets of Cochrane, G.R., Dartnell, P., Greene, H.G., Watt, J.T., Golden, N.E., Endris, C.A., Phillips, E.L., Hartwell, S.R., Johnson, S.Y., Kvitek, R.G., Erdey, M.D., Bretz, C.K., Manson, M.W., Sliter, R.W., Ross, S.L., Dieter, B.E., and Chin, J.L. (G.R. Cochrane and S.A. Cochran, eds.), 2014, California State Waters Map Series—Offshore of San Gregorio, California: U.S. Geological Survey Scientific Investigations Map 3306, pamphlet 38 p., 10 sheets, scale 1:24,000, https://doi.org/10.3133/sim3306.
Marine geology and geomorphology was mapped in the Offshore of San Gregorio map area, California, from approximate Mean High Water (MHW) to the 3-nautical-mile limit of California's State Waters. Offshore geologic units were delineated on the basis of integrated analyses of adjacent onshore geology with multibeam bathymetry and backscatter imagery, seafloor-sediment and rock samples, digital camera and video imagery, and high-resolution seismic-reflection profiles.

Tags: cmhrp, coastal-and-marine-hazards-and-resources-program, continental-island-shelf, environment, geologic-mapping, geologic-maps, geoscientificinformation, geospatial-datasets, imagerybasemapsearthcover, maps-and-atlases, marine-geology, marine-nearshore-subtidal, marine-offshore-subtidal, northern-california-ecoregion, oceans, pacific-coastal-and-marine-science-center, pacific-ocean, pcmsc, pescadero, rock-substrate, san-gregorio, san-mateo-county, sea-floor-characteristics, seabed, state-of-california, transform-continental-margin, u-s-geological-survey, unconsolidated-mineral-substrate, usgs, usgs-eb1910a9-963f-4e82-bc81-016ed5d7a794
Organization: Department of the Interior
Data sets of actual evapotranspiration rates from 2000 to 2017 for basins in the Suwannee River Water Management District (SRWMD), calculated using the water-balance method, the bias-corrected Operational Simplified Surface Energy Balance (SSEBop) model, and the land-use crop coefficients model.

Actual evapotranspiration (ETa) rates from the Operational Simplified Surface Energy Balance (SSEBop) method, before and after bias corrections (Sepúlveda, 2021), are presented for basins located wholly or partially within the Suwannee River Water Management District (SRWMD) and parts of Georgia. The SSEBop annual rates are provided at about a one square-kilometer scale from 2000 to 2017. Annual ETa rates calculated from the application of the water-balance method (wbETa) to 6 basins in the SRWMD and annual land-use ETa (luETa) rates calculated from monthly average crop coefficient ratios are also provided in this data set. A GIS shapefile provides land-use type and annual ETa rate for each year of record. Data are tabulated in spreadsheets for each basin and are referred to by the name between parenthesis: Alapaha River basin (Alapaha), Withlacoochee River – SRWMD basin (Withla_SRWMD), Upper Suwannee River basin (Upper_Suwannee), Santa Fe River basin (Santa_Fe), Suwannee River basin (Suwannee_River), and Aucilla River basin (Aucilla). Inflows and outflows from various sources in the water-balance equation used to calculate annual average wbETa rates for each basin in the SRWMD area are presented in this dataset.

Tags: canopy-density, climatology-meteorology-atmosphere, evaporation, florida, land-use, suwannee-river-water-management-district, transpiration, usgs-60f9bbbdd34e3ccd82fe7845, water-balance
Organization: Department of the Interior
MGL1111bathyutm.bag: Multibeam bathymetry data collected by the U.S. Geological Survey in the Bering Sea in 2011 during cruise MGL1111, 100-meter gridded data in bathymetric attributed grid format, UTM coordinate system

This raster dataset represents approximately 49,581 square kilometers of Simrad EM122 multibeam backscatter-intensity data collected in the Bering Sea during U.S. Geological Survey (USGS) cruise MGL1111 aboard the R/V Marcus G. Langseth. Calibrated backscatter-intensity time-series data were adjusted for range-angle, beam pattern, and power-gain distortions.

Tags: bathymetry, bathymetry-and-elevation, cmhrp, coastal-and-marine-hazards-and-resources-program, continental-shelf, environment, geoscientificinformation, geospatial-datasets, marine-geophysics, multibeam-echo-sounder, multibeam-sonar, oceans, pacific-coastal-and-marine-science-center, pcmsc, physical-habitats-and-geomorphology, seismic-methods, u-s-geological-survey, usgs, usgs-568c39a3e4b0983143b61ad0
Organization: Department of the Interior
BEWARE database: A Bayesian-based system to assess wave-driven flooding hazards on coral reef-lined coasts

A process-based wave-resolving hydrodynamic model (XBeach Non-Hydrostatic, ‘XBNH’) was used to create a large synthetic database for use in a “Bayesian Estimator for Wave Attack in Reef Environments” (BEWARE), relating incident hydrodynamics and coral reef geomorphology to coastal flooding hazards on reef-lined coasts. Building on previous work, BEWARE improves system understanding of reef hydrodynamics by examining the intrinsic reef and extrinsic forcing factors controlling runup and flooding on reef-lined coasts. The Bayesian estimator has high predictive skill for the XBNH model outputs that are flooding indicators, and was validated for a number of available field cases. BEWARE is a potentially powerful tool for use in early warning systems or risk assessment studies, and can be used to make projections about how wave-induced flooding on coral reef-lined coasts may change due to climate change.
These data accompany the following publication: Pearson, S.G., Storlazzi, C.D., van Dongeren, A.R., Tissier, M.F.S., and Reniers, A.J.H.M., 2017, A Bayesian-based system to assess wave-driven flooding hazards on coral reef-lined coasts: Journal of Geophysical Research—Oceans, https://doi.org/10.1002/2017JC013204.

Tags: cmgp, coastal-and-marine-geology-program, coastal-processes, coral-reefs, flooding, geoscientificinformation, hazards, numerical-modeling, oceans, pacific-coastal-and-marine-science-center, pcmsc, reef, u-s-geological-survey, usgs, usgs-59c452c3e4b017cf313bea5c, water-column-features, water-level, waves
Organization: Department of the Interior
Gust Erosion Chamber Data, Yolo Bypass, CA (2015-16)

A Gust erosion chamber was used to apply horizontal shear stress to sediment cores obtained at selected locations within the Yolo Bypass near Sacramento, California. The locations correspond to different land uses; two cores were taken at each site. The shear stress was increased in stepwise fashion, and turbidity of the effluent monitored. From this, two quantities are calculated: 1) critical shear stress required to initiate erosion, and 2) soil mass eroded per square meter at an applied shear stress of 0.4 Pa. 
So for each core we have a date, land use or site, core number, latitude, longitude, critical shear stress, and tau_0.4.

Tags: california, erosion, gust-chamber, mercury, sacramento, sacramento-county, sacramento-san-joaquin-delta, sediment-transport, usgs-578578c6e4b0e02680bfda0f, yolo-bypass
Organization: Department of the Interior
1 Minute Navigation Points for R/V ASTERIAS 90-1 (90_1NAVP)

This GIS layer contains the shiptrack navigation points collected aboard the RV ASTERIAS during a 1990 geophysical cruise to Fishers Island Sound and eastern Long Island Sound. A boomer seismic system was used to collect the subbottom data.

Tags: 1990, arcview, ast90-1, asterias, boomer-data, coastal-and-marine-geology-program, coastal-and-marine-geology-team, connecticut, connecticut-department-of-environmental-protection, eastern-long-island-sound, fishers-island-sound, geographic-information-system, geophysical-data, geospatial-datasets, gis, location, long-island-sound, marine-geology, marine-geophysics, navigation, navigational-data, new-york, oceans, points, rhode-island, shapefile, ship-track, ships-track, sub-bottom-profiling, u-s-geological-survey, usgs, usgs-57d3530a-5100-4007-bf39-9fd2a6011fa9, woods-hole-field-center
Organization: Department of the Interior
Streamflow permanence modeling in Mt. Rainier National Park and surrounding area, Washington, 2018-2020

This data release contains spatially gridded geospatial data (rasters), R scripts, and supporting files to run Random Forest models to predict the probability of late summer surface flow in Mt. Rainier and surrounding area in Washington State for 2018–20. Gridded geospatial data that describes the physical conditions of Mt. Rainier National Park and surrounding area are used to refine the existing PRObability of Streamflow PERmanence (PROSPER) model (Jaeger and others, 2019). All data processing and analysis were scripted with R (version 4.0.4;  https://www.r-project.org/) and was executed from the RStudio GUI (version 1.4.1103; https://www.rstudio.com/). R scripts to prepare the geospatial data, develop random forest models, and provide predictions are contained within “MORA_Source_Code.zip”. Geospatial data and supporting files used in these scripts are contained within "MORA_Model_Inputs.zip". Predictions and a suitability grid are contained within "MORA_Model_Outputs.zip."
Jaeger K, Sando R, McShane R, Dunham J, Hockman-Wert D, Kaiser K, Hafen K, Risley J, Blasch K. 2019. Probability of Streamflow Permanence Model (PROSPER): A spatially continuous model of annual streamflow permanence throughout the Pacific Northwest. Journal of Hydrology X, 2: 100005.

Tags: climatologymeteorologyatmosphere, elevation, environment, geoscientificinformation, inlandwaters, mount-rainier-national-park, pacific-northwest, streamflow, usgs-62059323d34ec05caca3ab34, washington
Organization: Department of the Interior
Anza-Terwilliger hydrogeologic structures in Riverside County, California

This digital geospatial dataset documents the fault traces in the Anza and Terwilliger 
area of southwest Riverside County, California, that were modified from Moyle (1971) 
by Woolfenden and Bright (1988, figure 8).  The fault information is used to help assess 
ground-water level changes in the area of Anza and Terwilliger between 2004 and 2005.

Tags: anza-terwilliger, california, environment, faults, geoscientificinformation, ground-water, inlandwaters, riverside-county, usgs-106c3ca1-15d3-4cb8-92f4-e4683a111c13
Organization: Department of the Interior