AndreaBozzo/ceres-open-data-index huggingface dataset:
Soil Moisture Active Passive (SMAP) L4 Carbon Ancillary Meteorology Preprocessor Run Time Input Parameters V001

This ancillary SMAP product contains meteorological model configurations, including model inputs. The meteorological model is derived from the Modern-Era Retrospective Analysis for Research and Applications (MERRA) data set and used as an input in the SMAP L4 Carbon algorithm.

Tags: ancillary-models, earth-science, models
Organization: National Aeronautics and Space Administration
Unpaid Expenditures For Hawaii State and County Candidates From January 1, 2015 – June 30, 2025

Unpaid Expenditures For Hawaii State and County Candidates From January 1, 2015 – June 30, 2025. The data set also includes searchable data from amended reports filed in the last ten years with transactions dated prior to January 1, 2015.

Tags: campaign-contributions, campaign-finance, campaign-spending, campaign-spending-commission, candidate, contributions, hawaii-candidates, political-contributions
Organization: State of Hawaii
An Event-based Distributed Diagnosis Framework using Structural Model Decomposition

Complex engineering systems require efficient on-line fault diagnosis methodologies to improve safety and reduce maintenance costs. Traditionally, diagnosis approaches are centralized, but these solutions do not scale well. Also, centralized diagnosis solutions are difficult to implement on increasingly prevalent distributed, networked embedded systems. This paper presents a distributed diagnosis framework for physical systems with continuous behavior. Using Possible Conflicts, a structural model decomposition method from the Artificial Intelligence model-based diagnosis (DX) community, we develop a distributed diagnoser design algorithm to build local event-based diagnosers. These diagnosers are constructed based on global diagnosability analysis of the system, enabling them to generate local diagnosis results that are globally correct without the use of a centralized coordinator. We also use Possible Conflicts to design local parameter estimators that are integrated with the local diagnosers to form a comprehensive distributed diagnosis framework. Hence, this is a fully distributed approach to fault detection, isolation, and identification. We evaluate the developed scheme on a four-wheeled rover for different design scenarios to show the advantages of using Possible Conflicts, and generate on-line diagnosis results in simulation to demonstrate the approach.

Tags: ames, dashlink, nasa
Organization: National Aeronautics and Space Administration
ABoVE LVIS L1A Geotagged Images V001

This data set contains geotagged images collected over Alaska and Western Canada. The images were taken by the NASA Digital Mapping Camera, paired with the Land, Vegetation, and Ice Sensor (LVIS), an airborne lidar scanning laser altimeter. The data were collected as part of NASA's Terrestrial Ecology Program campaign, the Arctic-Boreal Vulnerability Experiment (ABoVE).

Tags: earth-science, spectral-engineering, visible-wavelengths
Organization: National Aeronautics and Space Administration
TRMM Ground Validation Rain Existence L2 1 month V7 (TRMM_2A52) at GES DISC

The TRMM_2A52 product displays the existence of rain in the radar volume scan. 'Existence' is the fraction of the radar FOV which has measurable precipitation. The GV radar FOV is defined as a base scan (i.e., the lowest level sweep).  Each product file has the Existence data of one site (not one radar) for one month. 

A key component of the TRMM project is the Ground Validation (GV) effort which consists of collecting data from ground-based radar, rain gauges and disdrometers. The data is quality-controlled, and then validation products are produced for comparison with TRMM satellite products.

The four primary GV sites are:

+ Darwin, Australia; 
+ Houston, Texas; 
+ Kwajalein, Republic of the Marshall Islands;
+ Melbourne, Florida. 

A significant effort is also being supported at NASA Wallops Flight Facility (WFF) and vicinity to provide high quality, long-term measurements of rain rates (via a network of rain gauges collocated with National Weather Service gauges), as well as drop size distributions (DSD) using a variety of instruments, including impact-type Joss Waldvogel, laser-optical Parsivel, as well as two-dimensional video disdrometers.  DSD measurements are also being collected at Melbourne and Kwajalein using Joss-Waldvogel disdrometers.

Tags: atmosphere, earth-science, precipitation, radar, spectral-engineering
Organization: National Aeronautics and Space Administration
NOAA-20 VIIRS Level-2 Regional 11µm Day/Night Sea Surface Temperature (SST) - Near Real-time (NRT) Data, version R2024.0

The Ocean Biology DAAC produces near real-time (quicklook) products using the best-available combination of ancillary data from meteorological and ozone data. As such, the inputs and the calibration used are less than optimal. Quicklook products provide a snapshot of the data during a short time period within a single orbit.

Tags: earth-science, ocean-temperature, oceans
Organization: National Aeronautics and Space Administration
Databases

The databases of computational and experimental data from the first Aeroelastic Prediction Workshop are located here.

The databases file names tell their contents by configuration, angle of attack, Mach number and Reynolds number where necessary.  The experimental data sets are in files with _X in the name.  Files without an _X are computational results.

These are the files updated to include data received as of Sept 11, 2013. (JH)

Tags: ames, dashlink, nasa
Organization: National Aeronautics and Space Administration
GLAS/ICESat L2 Global Planetary Boundary Layer and Elevated Aerosol Layer Heights (HDF5) V033

GLAH08 Level-2 planetary boundary layer (PBL) and elevated aerosol layer heights data contains PBL heights, ground detection heights, and top and bottom heights of elevated aerosols from -1.5 km to 20.5 km (4 sec sampling rate) and from 20.5 km to 41 km (20 sec sampling rate).  Each data granule has an associated browse product.

Tags: aerosols, altitude, atmosphere, earth-science
Organization: National Aeronautics and Space Administration
HIRENASD Experimental Data - matlab format

This resource contains the experimental data that was included in tecplot input files but in matlab files.

dba1_cp has all the results is dimensioned (7,2)
<LI>first dimension is 1-7 for each span station
<LI>2nd dimension is 1 for upper surface, 2 for lower surface.
<p>
<LI>dba1_cp(ispan,isurf).x are the x/c locations at span station (ispan) and upper(isurf=1) or lower(isurf=2)
<LI>dba1_cp(ispan,isurf).y are the eta locations at span station (ispan) and upper(isurf=1) or lower(isurf=2)
<LI>dba1_cp(ispan,isurf).cp are the pressures at span station (ispan) and upper(isurf=1) or lower(isurf=2)
<p>

Unsteady CP is dimensioned with 4 columns 
1st column, real
2nd column, imaginary
3rd column, magnitude
4th column, phase, deg

M,Re and other pertinent variables are included as variables and also included in casedata.M, etc

Tags: ames, dashlink, nasa
Organization: National Aeronautics and Space Administration
CALIPSO Lidar L1B Profile Data V1-22

Cloud-Aerosol Lidar and Infrared Pathfinder Satellite Observations (CALIPSO) was launched on April 28, 2006 to study the impact of clouds and aerosols on the Earth’s radiation budget and climate. It flies in formation with five other satellites in the international “A-Train” (PDF) constellation for coincident Earth observations. The CALIPSO satellite comprises three instruments, the Cloud-Aerosol LIdar with Orthogonal Polarization (CALIOP), the Imaging Infrared Radiometer (IIR), and the Wide Field Camera (WFC). CALIPSO is a joint satellite mission between NASA and the French Agency, CNES. These data consist 5 km aerosol layer data.

Tags: aerosol, atmospheric-science, climate, cloud, eos, radiation, satellite
Organization: National Aeronautics and Space Administration
STARDUST NAVCAM RAW IMAGES OF ANNEFRANK - VERSION 3.0

This data set contains EDR (raw) pre-encounter and encounter images taken by the Stardust Navigation Camera of asteroid 5535 Annefrank. This is a new version of a subset of an existing data set, based on work done during the Stardust-NExT mission. The updated calibration from the Stardust-NExT mission was applied to these data in a separate data set (similar name:  Level 3; RDR). Changes in the calibration of the NAVCAM instrument, between these prime mission data and those of the Stardust-NExT mission, are a possibility and are addressed in [KLAASENETAL2011B].

Tags: 5535-annefrank, stardust
Organization: National Aeronautics and Space Administration
ROSETTA-ORBITER CHECKOUT OSINAC 3 CVP2 RDR V1.0

This CODMAC level 3 data set contains radiometric calibrated image data in W/m^2/sr/nm,  acquired by the OSIRIS Narrow Angle Camera on the Rosetta spacecraft  during the COMMISSIONING 2 mission phase, covering the period  from 2004-09-06T00:00:00.000 to 2004-10-16T23:59:59.000. The prime objective was commissioning / calibration. Several targets of opportunity were observed, but none of them is identifiable as prime target. After the October 2018 PSA/PDS external peer review, the COMMISSIONING  data set was reprocessed and split into multiple data sets.  This  version V1.0 is one part and supersedes the previous delivery.

Tags: 16-cyg-b, 58-aql, area-98, earth, international-rosetta-mission, m42, saturn, vega, venus
Organization: National Aeronautics and Space Administration
ROSETTA-ORBITER 67P OSINAC 4 EXT3-MTP033 RDR-STRLIGHT V1.0

This CODMAC level 4 data set contains solar stray light corrected, radiometric calibrated and geometric distortion corrected (resampled) image data in W/m^2/sr/nm, acquired by the OSIRIS Narrow Angle Camera on the Rosetta spacecraft during the ROSETTA EXTENSION 3 mission phase, covering the period from 2016-08-09T23:25:00.000 to 2016-09-02T06:39:59.000. The prime target is comet 67P/Churyumov-Gerasimenko 1 (1969 R1). This version V1.0 is the first version of this dataset: Lien corrected dataset after October 2018 PSA/PDS external peer review.

Tags: 67p-churyumov-gerasimenko-1-1969-r1, international-rosetta-mission
Organization: National Aeronautics and Space Administration
CASSINI RSS RAW DATA SET - SROC6 V1.0

The Cassini Radio Science Saturn and Ring Occultation Experiment (SROC6) Raw Data Archive is a time-ordered collection of radio science raw data acquired on Jan 15, 27, Feb 8, and March 9, 2008, during the Tour subphase of the Cassini mission.

Tags: cassini-huygens, saturn
Organization: National Aeronautics and Space Administration
AAMH CPEX V1

The AAMH CPEX dataset contains products obtained from the MetOp-A, MetOp-B, NOAA-18, and NOAA-19 satellites. These data were collected in support of the NASA Convective Processes Experiment (CPEX) field campaign. The CPEX field campaign took place in the North Atlantic-Gulf of Mexico-Caribbean Sea region from 25 May-25 June 2017. CPEX conducted a total of sixteen DC-8 missions from 27 May-24 June. The CPEX campaign collected data to help explain convective storm initiation, organization, growth, and dissipation in the North Atlantic-Gulf of Mexico-Caribbean Oceanic region during the early summer of 2017. These data are available from May 26, 2017 through July 15, 2017 and are available in netCDF-4 format.

Tags: atmosphere, atmospheric-pressure, atmospheric-temperature, atmospheric-water-vapor, earth-science, precipitation
Organization: National Aeronautics and Space Administration
NEW HORIZONS                            
      SDC PLUTO ENCOUNTER                                                     
      CALIBRATED V3.0

This data set contains Calibrated data taken by the New Horizons         Student Dust Counter                                                   instrument during the                                                    Pluto encounter                                                        mission phase.  This is VERSION 3.0 of this data set.                    This data set contains SDC observations taken during the                 the Approach (Jan-Jul, 2015), Encounter, Departure, and                  Transition mission sub-phases, including flyby observations              taken on 14 July, 2015, and departure and calibration data               through late October, 2016.  This data set completes the                 Pluto mission phase deliveries for SDC.                                  This is version 3.0 of this data set.  Changes since version 2.0         include the final batch of Pluto mission phase data, downlinked          between the end of January, 2016 and late in October, 2016, including    a Stim calibration in July.  Also, updates were made to the              documentation and catalog files, primarily to implement suggestions      from the V2.0 peer review.  A new table of SDC Ram (velocity)            ancillary data has been provided, and the SDC on/off and Stim tables     have been extended in time to cover the new data.

Tags: dust, new-horizons
Organization: National Aeronautics and Space Administration
VIIRS/NPP Thermal Anomalies and Fire Daily L3 Global 1km SIN Grid V001

The daily NASA/NOAA Suomi National Polar-orbiting Partnership (Suomi NPP) Visible Infrared Imaging Radiometer Suite  (VIIRS) Thermal Anomalies/Fire (VNP14A1) Version 1 data product provides daily information about active fires and other thermal anomalies. The VNP14A1 data product is a global, 1 kilometer (km) gridded composite of fire pixels detected from VIIRS 750 meter (m) bands over a daily (24-hour) period. The VNP14 data products are designed after the Moderate Resolution Imaging Spectroradiometer (MODIS) Thermal Anomalies/Fire product suite.

The VNP14A1 product provides a total of four Science Dataset (SDS) layers for the confidence of fire, maximum fire radiative power (FRP), quality assessment (QA), and position of fire within scan. Each data product file is provided in HDF-EOS5 format. A low resolution browse is also provided showing the fire mask layer with a color map applied in JPEG format.

Tags: biosphere, earth-science, ecological-dynamics, land-surface, surface-radiative-properties
Organization: National Aeronautics and Space Administration
Simulating WAves Nearshore (SWAN) Regional Wave Model: Tutuila, American Samoa

Simulating WAves Nearshore (SWAN) regional wave model 7-day output with a 5-day hourly forecast for the island of Tutuila, American Samoa at approximately 250-m resolution. This high-resolution model is utilized to capture shallow water effects and nearshore coastal dynamics such as refracting, shoaling, and smaller scale shadowing. It is run directly after the Samoa regional WaveWatch III (WW3) wave model (ww3_samoa) has completed. Please note that some of the nested model setup is still in the testing and validation phase. While considerable effort has been made to implement all model components in a thorough, correct, and accurate manner, numerous sources of error are possible. As such, please use these data with the caution appropriate for any ocean related activity.

Tags: american samoa, depth, earth science, earth science services, forecast_period, forecast_reference_time, latitude, longitude, models, models/analyses, not applicable, ocean, ocean general circulation models (ogcm)/regional ocean models, ocean waves, oceans, operational models, pacific islands ocean observing system, pacific ocean, pacioos, polynesia, sea_surface_wave_from_direction, sea_surface_wave_mean_period_from_variance_spectral_density_second_frequency_moment, sea_surface_wave_period_at_variance_spectral_density_maximum, sea_surface_wave_significant_height, significant wave height, south pacific ocean, time, tutuila, wave period, wave speed/direction, weather research/forecast models
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
2021 Christiana Creek, MI Natural Color, Color Infrared and Hyperspectral Imagery

Wild rice (Zizania palustris and Zizania aquatica), also known as manoomin, plays an integral role in the wetland ecosystems of the Great Lakes and is central to the culture, identity, and livelihood of Indigenous Peoples throughout the region. As manoomin faces increasing threats from climate change, land use change, pollution, invasive species, and other stressors, efforts are underway to protect and restore wild rice populations and habitat.

To support these efforts and help improve mapping and monitoring of wild rice in the Lake Michigan and Lake Huron basins, NOAA's Office for Coastal Management, in collaboration with tribal partners, identified twelve areas of interest (AOI) as pilot sites for airborne hyperspectral imagery and field data collection, which took place in August and September 2021. 

In total, airborne hyperspectral imagery (with derived natural color and color infrared) was acquired for 43,493 acres. This imagery, in conjunction with field data and place-based knowledge and expertise of tribal partners, was used to help delineate ~13,775 acres of vegetated wetlands, including ~790 acres of wild rice. 

AOI/Pilot Sites

1. Christiana Creek, MI

2. Fletcher Pond, MI

3. Flowerfield Creek, MI

4. French Farm Lake, MI* 

5. Hamlin Lake, MI

6. Indiana Dunes, IN

7. Manistee River, MI

8. Miller Woods, IN

9. Nottawa Creek, MI

10. Potagannissing, MI

11. Rocky Creek, MI

12. Tawas Lake, MI

*To request imagery and associated vector and field data for this site, please contact:
Jon Mauchmar
Wildlife Technician
Little Traverse Bay Bands of Odawa Indians
Natural Resources Department - Inland Fish & Wildlife Program
Office: 231-242-1670
jmauchmar@ltbbodawa-nsn.gov

Tags: airplane, cameras, color infrared, continent, doc/noaa/nos/ocm, earth science, glri, great lakes restoration initiative, hyperspectral, imagery, infrared imagery, infrared wavelengths, manistee, mi, michigan, minnesota, national ocean service, natural color, noaa, north america, office of coastal management, orthoimage, rectified image, spectral/engineering, u.s. department of commerce, united states of america, us, visible imagery, visible wavelengths
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
2022 OGRIP Lidar DEM: Wood County, OH

This task is for a high-resolution data set of lidar covering the entire Wood County area (+/- 621.4 sq. mi). The lidar was collected and processed to meet a maximum Nominal Post Spacing (NPS) of 0.25 meter (16ppsm). Lidar data is a remotely sensed high resolution elevation data collected by a Leica City Mapper digital sensor active scanning (lidar) sensor. Lidar was collected on March 21 2022, and March 22, 2022 while no snow was on the ground, leaf-off and rivers were at or below normal levels. The lidar systems collect data point clouds that are used to produce highly detailed Digital Elevation Models (DEMs) of the earth's terrain, man-made structures, and vegetation. The data was developed based on a horizontal datum/projection of NAD 83(HARN) State Plane Ohio North FIPS 3401 and a vertical datum of NAVD88 in units of US Survey Feet. Lidar data was delivered as processed LAS version 1.4 files formatted to 11,524 individual 1,250' x 1,250' tiles.

This dataset was downloaded by the NOAA Office for Coastal Management (OCM) from the Ohio Geographically Referenced Information Program (OGRIP) to make the data available for bulk and custom downloads from the NOAA Digital Coast Data Access Viewer.

Tags: airplane, continent, dems, digital elevation/terrain model (dem), doc/noaa/nos/ocm, earth science, land surface, lidar, light detection and ranging, national ocean service, noaa, north america, office of coastal management, ohio, terrain elevation, topography, u.s. department of commerce, united states of america, vertical location
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Modeled Carbonate System (1998-2018) - CB3 1

This product was developed as part of the project supported by the grant from and the National Oceanic and Atmospheric Administrationâs Ocean Acidification Program under award  NA18OAR0170430 to the Virginia Institute of Marine Science.  The data product consists of carbonate system variables for 33 tidal stations for 1998â2018 in the main stem modeled from CBP observations of temperature, salinity and pH.  Modeled variables include total alkalinity, partial pressure of carbon dioxide (pCO2), dissolved inorganic carbon (DIC), carbonate ion (CO32-), and calcium carbonate saturation ratio (as aragonite).

Tags: 'oceans, alkalinity', depth, latitude, longitude, noaa oap: na18oar0170430, nsf oceâ1537013 oceâ1536996, ocean chemistry, partial_pressure_of_carbon_dioxide_in_sea_water, pi: marjorie friedrichs (marjy@vims.edu), platform_name, sea_water_alkalinity_expressed_as_mole_equivalent, time
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Observed Carbonate System (2016-2018) - CB5 5

Seawater samples were collected in Chesapeake Bay for dissolved inorganic carbon (DIC) and total alkalinity (TA) from June 2016 to July 2018. They were collected in the lower half of the Bay aboard the R/V Fay Slover in collaboration with Old Dominion University's Chesapeake Bay Program Water Quality Laboratory and the VA Dept. of Environmental Quality. In the upper half of the Bay, samples were collected aboard the R/V Kerhin in collaboration with the Maryland Department of Natural Resources' Chesapeake Bay Water Quality Monitoring Program. Additional water quality parameters from the cruises were downloaded from the Chesapeake Bay program website. Additional carbonate system parameters were then computed from DIC and TA

Tags: alkalinity, chesapeake bay water quality monitoring program, depth, dissolved inorganic carbon, latitude, longitude, noaa oap: na18oar0170430, nsf oceâ1537013 oceâ1536996, ph, pi: marjorie friedrichs (marjy@vims.edu), platform_name, time, water quality
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Expenditures Made By Hawaii State and County Candidates From January 1, 2015 – June 30, 2025

Expenditures Made By Hawaii State and County Candidates From January 1, 2015 – June 30, 2025. The data set also includes searchable data from amended reports filed in the last ten years with transactions dated prior to January 1, 2015.

Tags: campaign-contributions, campaign-finance, campaign-spending, campaign-spending-commission, candidate, contributions, hawaii-candidates, political-contributions
Organization: State of Hawaii