AndreaBozzo/ceres-open-data-index huggingface dataset:
LANL - WRF-LES - Convective - TTU

**Overview**

This dataset includes large-eddy simulation (LES) output from a convective atmospheric boundary layer (ABL) simulation of observations at the SWIFT tower near Lubbock, Texas on July 4, 2012. The dataset was used to assess the LES models for simulation of canonical convective ABL. The dataset can be used for comparison with other LES and computational fluid dynamics model outputs.

**Data Quality**

This is model output and no specific data quality procedures were used.

**Uncertainty**

This is output from a deterministic model.

**Constraints**

There are no specific constraints.

Tags: a2e, atmosphere-to-electrons, convective, eere, lanl, mesoscale-microscale-coupling, microscale, mmc, ttu, weto, wind, wrf-les, wrfles
Organization: Department of Energy
LANL - Neutral - TTU

**Overview**

This dataset includes large-eddy simulation (LES) output from a neutrally stratified atmospheric boundary layer (ABL) simulation of observations at the SWIFT tower near Lubbock, Texas on Aug. 17, 2012. The dataset was used to assess LES models for simulation of canonical neutral ABL. The dataset can be used for comparison with other LES and computational fluid dynamics model outputs.

**Data Quality**

This is the model output, and no specific data quality procedures were used.

**Uncertainty**

This is output from a deterministic model.

**Constraints**

There are no specific constraints.

Tags: a2e, atmosphere-to-electrons, eere, higrad, lanl, mesoscale-microscale-coupling, microscale, mmc, neutral, ttu, weto, wind
Organization: Department of Energy
LANL - Convective - TTU

**Overview**

This dataset includes large-eddy simulation (LES) output from a convective atmospheric boundary layer (ABL) simulation of observations at the SWIFT tower near Lubbock, Texas on July 4, 2012. The dataset was used to assess the LES models for simulation of canonical convective ABL. The dataset can be used for comparison with other LES and computational fluid dynamics model outputs.

**Data Quality**

This is model output and no specific data quality procedures were used.

**Uncertainty**

This is output from a deterministic model.

**Constraints**

There are no specific constraints.

Tags: a2e, atmosphere-to-electrons, convective, eere, higrad, lanl, mesoscale-microscale-coupling, microscale, mmc, ttu, weto, wind
Organization: Department of Energy
ANL - WRF-LES - Neutral - TTU

**Overview**

This dataset includes large-eddy simulation (LES) output from a neutrally stratified atmospheric boundary layer (ABL) simulation of observations at the SWIFT tower near Lubbock, Texas on Aug. 17, 2012. The dataset was used to assess LES models for simulation of canonical neutral ABL. The dataset can be used for comparison with other LES and computational fluid dynamics model outputs.

**Data Quality**

This is the model output, and no specific data quality procedures were used.

**Uncertainty**

This is output from a deterministic model.

**Constraints**

There are no specific constraints.

Tags: a2e, anl, atmosphere-to-electrons, eere, mesoscale-microscale-coupling, microscale, mmc, neutral, ttu, weto, wind, wrf-les, wrfles
Organization: Department of Energy
ANL - WRF-LES - Convective - TTU

**Overview**

This dataset includes large-eddy simulation (LES) output from a convective atmospheric boundary layer (ABL) simulation of observations at the SWIFT tower near Lubbock, Texas on July 4, 2012. The dataset was used to assess the LES models for simulation of canonical convective ABL. The dataset can be used for comparison with other LES and computational fluid dynamics model outputs.

**Data Quality**

This is model output and no specific data quality procedures were used.

**Uncertainty**

This is output from a deterministic model.

**Constraints**

There are no specific constraints.

Tags: a2e, anl, atmosphere-to-electrons, convective, eere, mesoscale-microscale-coupling, microscale, mmc, ttu, weto, wind, wrf-les, wrfles
Organization: Department of Energy
Surface Meteorological Station - North Bend, OR (OTH) - Reviewed Data

**Overview**

A variety of instruments are used to measure various quantities related to meteorology, precipitation, and radiation near the Earth’s surface. Typically, a standard suite of instruments is deployed to monitor meteorological state variables.

**Data Details**

Note, the b0 data is identical to 00 data but a netcdf extraction of the b0 data was also created for the duration of the WFIP2 campaign.

**Data Quality**

Data collected in real time are processed minimally with basic  thresholding done on the software ingest layer. Normally, for post-case analysis, we provide a secondary dataset that is fully processed. Unwanted artifacts reflecting an instrument's failure may be present in the real-time datasets.

Tags: a2e, atmosphere-to-electrons, b0, coastal-wind-profiler, cwp, eere, met, north-bend-or-oth, reviewed-data, surface-meteorological-station, weto, wind, z01
Organization: Department of Energy
Surface Meteorological Station - North Bend, OR (OTH) - Raw Data

**Overview**

A variety of instruments are used to measure various quantities related to meteorology, precipitation, and radiation near the Earth’s surface. Typically, a standard suite of instruments is deployed to monitor meteorological state variables.

**Data Details**

Note, the b0 data is identical to 00 data but a netcdf extraction of the b0 data was also created for the duration of the WFIP2 campaign.

**Data Quality**

Data collected in real time are processed minimally with basic  thresholding done on the software ingest layer. Normally, for post-case analysis, we provide a secondary dataset that is fully processed. Unwanted artifacts reflecting an instrument's failure may be present in the real-time datasets.

Tags: 00, a2e, atmosphere-to-electrons, coastal-wind-profiler, cwp, eere, met, north-bend-or-oth, raw-data, surface-meteorological-station, weto, wind, z01
Organization: Department of Energy
Surface Meteorological Station - Astoria, OR (AST) - Reviewed Data

**Overview**

A variety of instruments are used to measure various quantities related to meteorology, precipitation, and radiation near the Earth’s surface. Typically, a standard suite of instruments is deployed to monitor meteorological state variables.

**Data Details**

Note, the b0 data is identical to 00 data but a netcdf extraction of the b0 data was also created for the duration of the WFIP2 campaign.

**Data Quality**

Data collected in real time are processed minimally with basic  thresholding done on the software ingest layer. Normally, for post-case analysis, we provide a secondary dataset that is fully processed. Unwanted artifacts reflecting an instrument's failure may be present in the real-time datasets.

Tags: a2e, astoria-or-ast, atmosphere-to-electrons, b0, coastal-wind-profiler, cwp, eere, met, reviewed-data, surface-meteorological-station, weto, wind, z02
Organization: Department of Energy
Surface Meteorological Station - Astoria, OR (AST) - Raw Data

**Overview**

A variety of instruments are used to measure various quantities related to meteorology, precipitation, and radiation near the Earth’s surface. Typically, a standard suite of instruments is deployed to monitor meteorological state variables.

**Data Details**

Note, the b0 data is identical to 00 data but a netcdf extraction of the b0 data was also created for the duration of the WFIP2 campaign.

**Data Quality**

Data collected in real time are processed minimally with basic  thresholding done on the software ingest layer. Normally, for post-case analysis, we provide a secondary dataset that is fully processed. Unwanted artifacts reflecting an instrument's failure may be present in the real-time datasets.

Tags: 00, a2e, astoria-or-ast, atmosphere-to-electrons, coastal-wind-profiler, cwp, eere, met, raw-data, surface-meteorological-station, weto, wind, z02
Organization: Department of Energy
Surface Meteorological Station - Forks, WA (FKS) - Reviewed Data

**Overview**

A variety of instruments are used to measure various quantities related to meteorology, precipitation, and radiation near the Earth’s surface. Typically, a standard suite of instruments is deployed to monitor meteorological state variables.

**Data Details**

Note, the b0 data is identical to 00 data but a netcdf extraction of the b0 data was also created for the duration of the WFIP2 campaign.

**Data Quality**

Data collected in real time are processed minimally with basic  thresholding done on the software ingest layer. Normally, for post-case analysis, we provide a secondary dataset that is fully processed. Unwanted artifacts reflecting an instrument's failure may be present in the real-time datasets.

Tags: a2e, atmosphere-to-electrons, b0, coastal-wind-profiler, cwp, eere, forks-wa-fks, met, reviewed-data, surface-meteorological-station, weto, wind, z03
Organization: Department of Energy
Surface Meteorological Station - Forks, WA (FKS) - Raw Data

**Overview**

A variety of instruments are used to measure various quantities related to meteorology, precipitation, and radiation near the Earth’s surface. Typically, a standard suite of instruments is deployed to monitor meteorological state variables.

**Data Details**

Note, the b0 data is identical to 00 data but a netcdf extraction of the b0 data was also created for the duration of the WFIP2 campaign.

**Data Quality**

Data collected in real time are processed minimally with basic  thresholding done on the software ingest layer. Normally, for post-case analysis, we provide a secondary dataset that is fully processed. Unwanted artifacts reflecting an instrument's failure may be present in the real-time datasets.

Tags: 00, a2e, atmosphere-to-electrons, coastal-wind-profiler, cwp, eere, forks-wa-fks, met, raw-data, surface-meteorological-station, weto, wind, z03
Organization: Department of Energy
Shortwave, Longwave Radiometer - ESRL RadSys, Condon - Reviewed Data

**Overview**

This dataset showcases the role of shortwave and longwave radiation in planetary boundary layer (PBL) development and winds. Radiation budget is part of the energy budget. 

**Data Details**

Wasco Airport, OR: 45.58991, -120.67196, 1488 ft


**Data Quality**

Refer to documents "QCRad Output ReadMe" and "QCRad Flag Key."

**Uncertainty**

Refer to featured references.

**Constraints**

N/A

Tags: a2e, atmosphere-to-electrons, b0, eere, esrl-radsys-condon, reviewed-data, shortwave-longwave-radiometer, swlwr, weto, wfip2, wind, wind-forecast-improvement-project-2, z03
Organization: Department of Energy
Social Security's Interest Rates on Trust Fund Investments

Social Security's average and effective interest rates for the combined Old-Age and Survivors Insurance and Disability Insurance Trust Funds. For comparison, the annual average of the monthly special-issue rates are also shown.

Tags: average-and-effective-interest-rates, average-special-issue-rates, effective-interest-rates, interest-rate-formula, social-security, social-security-administration, social-security-interest-rates, social-security-trust-fund-data, ssa, trust-fund-operations
Organization: Social Security Administration
Court Remands as a Percentage of New Court Cases Filed

Longitudinal report detailing the numbers and percentages of court remand actions received during Fiscal Years 2010 onward as compared to the total number of new court cases filed during those same years.

Tags: court-remands, new-court-cases, percentage-of-new-court-cases-filed, social-security, social-security-administration, ssa
Organization: Social Security Administration
Shortwave, Longwave Radiometer - ESRL RadSys, Rufus - Reviewed Data

**Overview**

This dataset showcases the role of shortwave and longwave radiation in planetary boundary layer (PBL) development and winds. Radiation budget is part of the energy budget. 

**Data Details**

Wasco Airport, OR: 45.58991, -120.67196, 1488 ft


**Data Quality**

Refer to documents "QCRad Output ReadMe" and "QCRad Flag Key."

**Uncertainty**

Refer to featured references.

**Constraints**

N/A

Tags: a2e, atmosphere-to-electrons, b0, eere, esrl-radsys-rufus, reviewed-data, shortwave-longwave-radiometer, swlwr, weto, wfip2, wind, wind-forecast-improvement-project-2, z02
Organization: Department of Energy
Social Security's Investment Holdings

Social Security Trust Fund data on the amount of investments held at the end of the month by type of security, interest rate, and maturity date.

Tags: di-investments-held, investment-holdings, oasi-investments-transactions, social-security, social-security-administration, social-security-interest-rates, social-security-maturity-date, social-security-trust-fund-data, ssa, time-series, trust-fund-operations
Organization: Social Security Administration
Social Security's Investment Transactions

Social Security Trust Fund data on the amount of investment transactions at the end of the month by type of security, interest rate, and maturity date.

Tags: di-investment-transactions, investment-transactions, oasi-investment-transactions, social-security, social-security-administration, social-security-interest-rates, social-security-maturity-date, social-security-trust-fund-data, ssa
Organization: Social Security Administration
Sounding System - UMBC Soundings - Raw Data

**Overview**

Sounding data from Watertank (site of NOAA's High Resolution Doppler Lidar) for comparison with microwave profilers.

**Data Quality**

Data quality based on RS92 Vaisala quality controls. Data wasa collected with a MW31 Vaisala DigiCORA Sounding System.

Tags: 00, a2e, atmosphere-to-electrons, eere, experimental-planetary-boundary-layer-instrumentation-assessment, raw-data, sonde, sounding-system, umbc-soundings, weto, wind, xpia, z02
Organization: Department of Energy
H12640: NOS Hydrographic Survey , 2014-04-02

The National Oceanic and Atmospheric Administration (NOAA) has the statutory mandate to collect hydrographic data in support of nautical chart compilation for safe navigation and to provide background data for engineers, scientific, and other commercial and industrial activities. Hydrographic survey data primarily consist of water depths, but may also include features (e.g. rocks, wrecks), navigation aids, shoreline identification, and bottom type information.
							NOAA is responsible for archiving and distributing the source data as described in this metadata record.

Tags: acoustic sounders, bathymetry, bathymetry/seafloor topography, caribbean sea, continent, doc/noaa/nesdis/ncei, doc/noaa/nesdis/ngdc, earth remote sensing instruments, earth science, global positioning system/inertial measurement unit, gps, gps receivers, gps/imu, hydrographic surveys for selected locations within the united states (hydro_bathy_2006), in situ ocean-based platforms, in situ/laboratory instruments, marine sediments, mbes, msbs, multibeam mapping system, multibeam swath bathymetry system, national centers for environmental information, national geophysical data center, nesdis, noaa, north america, ocean, oceans, passive remote sensing, positioning/navigation, profilers/sounders, seafloor topography, sediment composition, ships, sonar, sound navigation and ranging, southwest shoal, st. croix, u.s. department of commerce, united states of america, washington, water depth
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Data Set

The file contains the raw data used to generate the figures in the journal article Eckley, C.S., Luxton, T.P., Knightes, C.D. and Shah, V. (2021) Methylmercury Production and Degradation under Light and Dark Conditions in the Water Column of the Hells Canyon Reservoirs, USA. Environ. Toxicol. Chem. 40, 1829-1839. 

This dataset is associated with the following publication:
Eckley, C.S., T.P. Luxton, C.D. Knightes, and V. Shah. Methylmercury Production and Degradation under Light and Dark Conditions in the Water Column of the Hells Canyon Reservoirs, USA.   ENVIRONMENTAL TOXICOLOGY AND CHEMISTRY. Society of Environmental Toxicology and Chemistry, Pensacola, FL, USA, 40(7): 1827-1837, (2021).

Tags: climate-change, methylation, methylmercury, photodemethylation, water-pollution
Organization: U.S. Environmental Protection Agency
Sex ratio of Western Bluebirds (Sialia mexicana) is mediated by phenology and clutch size (dataset)

Mothers may produce more of one sex to maximize their fitness if there are differences in the cost of producing each sex or there are differences in their relative reproductive value. We tested if breeding date, clutch size and drought conditions influenced offspring sex ratios in Western Bluebirds (Sialia mexicana) from 1997 to 2017. We found that hatch dates late in the breeding season were associated with the production of more females. When clutch size was taken into account, small clutches yielded significantly more females late in the breeding season compared to the early and middle parts of the breeding season that produced significantly more males. Large clutches early in the season tended to produce more females, although this was not significant. Drought severity was not correlated with sex ratio adjustment. Citation information for this dataset can be found in the EDG's Metadata Reference Information section and Data.gov's References section.

Tags: breeding-date, long-term-study, parental-investment, sex-allocation
Organization: U.S. Environmental Protection Agency
Acute Toxicity of Major Ions to Fathead Minnows (Pimephales promelas)

This dataset provides concentration-response data and associated general chemistry conditions for 32 experiments consisting of 177 toxicity tests regarding the acute toxicity of individual major ion salts and binary mixtures of major ions to Ceriodaphnia dubia; it also provides LC50 estimates and the estimated chemistries at the LC50 for each toxicity test. 

This dataset is associated with the following publication:
Erickson, R., D. Mount, T. Highland, J. Hockett, D. Hoff, C. Jenson, T. Norberg-King, and B. Forsman. Acute Toxicity of Major Geochemical Ions to Fathead Minnows (Pimephales promelas).   ENVIRONMENTAL TOXICOLOGY AND CHEMISTRY. Society of Environmental Toxicology and Chemistry, Pensacola, FL, USA,  n/a - n/a, (2022).

Tags: fathead-minnow, freshwater-toxicology, major-ion-toxicity, mixture-toxicity, test-water-chemistry-effects
Organization: U.S. Environmental Protection Agency
Disinfection against MHV dataset

Disinfectant efficacy data against MHV. 

This dataset is associated with the following publication:
Hardison, R., S. Nelson, D. Barriga, F. Ruiz, J. Ghere, G. Fenton, D. Lindstrom, R. James, M. Stewart, S. Lee, M. Calfee, S. Ryan, and M. Howard. Evaluation of surface disinfection methods to inactivate the beta coronavirus Murine Hepatitis Virus.   JOURNAL OF OCCUPATIONAL AND ENVIRONMENTAL HYGIENE. Taylor & Francis, Inc., Philadelphia, PA, USA,  1-14, (2022).

Tags: covid-19, disinfection, emergency-response, homeland-security
Organization: U.S. Environmental Protection Agency
Summary of Evaluation of Commercially Available Air Sensor Performance in Biomass Burning Plumes

Reference and sensor data from grassland prescribed burn experiments in 2017 and chamber burn experiments in 2018 used in the paper "Summary of Evaluation of Commercially Available Air Sensor Performance in Biomass Burning Plumes" by Whitehill et al. 

This dataset is associated with the following publication:
Whitehill, A., R. Long, S. Urbanski, M. Colon, A. Habel, and M. Landis. Evaluation of carpool and aeroqual air sensors in biomass burning plumes.   ATMOSPHERE. MDPI, Basel,  SWITZERLAND, 13(6): 877, (2022).

Tags: air-sensor, wildland-fire
Organization: U.S. Environmental Protection Agency
Chamber incubation data 2016-17 version 1

These data were collected to compare nitrogen and oxygen exchange at the sediment-water interface in two adjacent habitat types common in estuaries.  These are submerged aquatic vegetation (SAV) and bare sediment.  The data collection involved application of a unique in-site chamber deployment and also included collection of sediment genomic data to examine potential drivers of nitrogen exchange.  The associated dataset includes replicate exchange rate estimates for three species of nitrogen and oxygen, as well as genomic similarity data used ot compare habitats. 

Tags: ecosystem-services, estuary, habitat, nitrogen, seagrass
Organization: U.S. Environmental Protection Agency
GADEP Continuous PM2.5 mass concentration data, VIIRS Day Night Band SDR (SVDNB), MODIS Terra Level 2 water vapor profiles (infrared algorithm for atmospheric profiles for both day and night, NWS surface meteorological data

Data descriptions are provided at the following urls:
GADEP Continuous PM2.5 mass concentration data - https://aqs.epa.gov/aqsweb/documents/data_mart_welcome.html
https://www3.epa.gov/ttn/amtic/files/ambient/pm25/qa/QA-Handbook-Vol-II.pdf

VIIRS Day Night Band SDR (SVDNB) http://www.class.ngdc.noaa.gov/saa/products/search?datatype_family=VIIRS_SDR

MODIS Terra Level 2 water vapor profiles (infrared algorithm for atmospheric profiles for both day and night -MOD0&_L2;  http://modis-atmos.gsfc.nasa.gov/MOD07_L2/index.html 

NWS surface meteorological data - https://www.ncdc.noaa.gov/isd. 

This dataset is associated with the following publication:
Wang, J., C. Aegerter, and J. Szykman. Potential Application of VIIRS Day/Night Band for Monitoring Nighttime Surface PM2.5 Air Quality From Space.   ATMOSPHERIC ENVIRONMENT. Elsevier Science Ltd, New York, NY, USA, 124(0): 55-63, (2016).

Tags: air-quality-monitoring-at-night, day-night-band-dnb, particulate-matter-pm, suomi-national-polar-orbiting-partnership-s-npp-satellite, visible-infrared-imaging-radiometer-suite-viirs
Organization: U.S. Environmental Protection Agency
Ponderosa pine tree-ring data for Metolius, Oregon

Annual radial stem ringwidth (mm) for ponderosa pine. 

This dataset is associated with the following publication:
Merschel, A.G., P.A. Beedlow, D.C. Shaw, D.R. Woodruff, E.H. Lee, S. Cline, R.L. Comeleo, K.R. Hagmann, and M.J. Reilly. An Ecological Perspective on Living with Fire in Ponderosa Pine Forests of Oregon and Washington: Resistance, Gone but not Forgotten.   Trees, Forests and People. Elsevier B.V., Amsterdam,  NETHERLANDS, 4: 100074, (2021).

Tags: dendrochronology, ponderosa-pine
Organization: U.S. Environmental Protection Agency
NADP Total Deposition Data

The data are grids of total atmospheric deposition created through a measurement-model fusion process that uses data from the Community Multiscale Air Quality (CMAQ) modeling system and monitoring data from the National Atmospheric Deposition Deposition Program National Trends Network and the EPA Clean Air Status and Trends Network. Additional information about the development of the data can be found on the NADP TDep website (http://nadp.slh.wisc.edu/committees/tdep/tdepmaps/). 

This dataset is associated with the following publication:
Fu, J., G. Carmichael, F. Dentener, W. Aas, C. Andersson, L. Barrie, A. Cole, C. Galy-Lacaux, J. Geddes, S. Itahashi, M. Kanakidou, L. Labrador, F. Paulot, D. Schwede, J. Tan, and R. Vet. Improving Estimates of Sulfur, Nitrogen, and Ozone Total Deposition through Multi-Model and Measurement-Model Fusion Approaches.   ENVIRONMENTAL SCIENCE & TECHNOLOGY. American Chemical Society, Washington, DC, USA, 56(4): 2134-2142, (2022).

Tags: atmospheric-deposition, castnet, cmaq, nadp-ntn, tdep
Organization: U.S. Environmental Protection Agency
2021 Cumbre Vieja volcano eruption (La Palma, Spain) SfM DSM, Sep 2021

Digital surface model of the Cumbre Vieja new volcano edifice and lava flows (La Palma, Spain) as of 27 September 2021, produced from 915 UAS derived aerial photographs using the Structure-from-Motion method. The 2021 eruption of Cumbre Vieja volcano is the largest eruptive event in recorded history for La Palma Island (Canary Island, Spain). Over almost 3 months (September 19 - December 13, 2021), the volcano produced profound morphological changes in the landscape affecting both the natural and the anthropic environment over an area of tens of km2. The model shows numerous volcanic features including the new main edifice, lava flows, rafted material on lava flows, and tephra deposits.

Organization: OpenTopography