cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.26023/831v-nyvm-zv0j
title: STAR Automatic Surface Weather Stations. Version 1.0

description: A small mesonet of 10 automatic weather stations, within a 100 km radius of Iqaluit were installed at the end of September 2007 . The weather stations were positioned over various forms of topography to assess storm influences on surface weather. By collaborating with the local northern groups, Indian and Northern Affairs Canada (INAC) and Qulliq Energy Corp., four of the mesonet weather stations provided real-time weather data. Nine of these stations measured 3m wind velocity, pressure, 2m temperature, and 2m humidity every 10-minutes. One of the ten stations was a 10-m tower installation at the Environment Canada site in Iqaluit. This 10-m tower was equipped with similar instrumentation as the other mesonet stations, but also included anemometers sampling at 10 m, 4 m, 3 m, 2 m and 1 m and a visibility sensor. The Sentry visibility sensor has a maximum range up to 16 km, and was set to record data at one-minute sampling intervals. In addition to the ten southern Baffin Island weather station sites, an additional automatic weather station was setup in the community of Pangnirtung, October 13 – November 18, 2007. In addition, a MAWS201 automatic weather station produced by Vaisala was set up ~100 m west of the weather station at the Pangnirtung airport on Oct 13, 2007. This weather station was only operational between the dates of October 13 – November 18, 2007, during the time periods were STAR personal were in Pangnirtung.
DOI: 10.5281/zenodo.17247990
title: Rotation Periods for Stars in Open Cluster NGC 6819 From Kepler IRIS Light Curves

description: Samples from the gyrochrone fitting with a Mixture Model from the paper Rotation Periods for Stars in Open Cluster NGC 6819 From Kepler IRIS Light Curves from Sagynbayeva, Colman, & Farr 2025.'gyrochrone_samples.nc' is the trace with the posterior samples from our mixture model fit of the gyrochrone.

'mix_model.ipynb' contains the mixture model and the code for Figure 6 of the paper (written in Julia).

'period_GPmodel_NGC6819.py' contains the Gaussian Process model for the period determination (written with PyMC, but then later sampled with emcee).

'final_catalog_NGC6819.csv' contains the catalog of our inferred periods for NGC 6819 with columns: KIC_ID, best_model, best_model_logp, gp_period_median, gp_period_lower, gp_period_upper, literature_period (if exists), model_f0_1_2_logp, model_f0_2_4_logp, model_f0_4_8_logp, model_f0_8_16_logp, model_f0_16_32_logp, Teff_K,log_g, Radius_Rsun, Source, sigma_significance, contam.
DOI: 10.5281/zenodo.17247991
title: Rotation Periods for Stars in Open Cluster NGC 6819 From Kepler IRIS Light Curves

description: Samples from the gyrochrone fitting with a Mixture Model from the paper Rotation Periods for Stars in Open Cluster NGC 6819 From Kepler IRIS Light Curves from Sagynbayeva, Colman, & Farr 2025.'gyrochrone_samples.nc' is the trace with the posterior samples from our mixture model fit of the gyrochrone.

'mix_model.ipynb' contains the mixture model and the code for Figure 6 of the paper (written in Julia).

'period_GPmodel_NGC6819.py' contains the Gaussian Process model for the period determination (written with PyMC, but then later sampled with emcee).

'final_catalog_NGC6819.csv' contains the catalog of our inferred periods for NGC 6819 with columns: KIC_ID, best_model, best_model_logp, gp_period_median, gp_period_lower, gp_period_upper, literature_period (if exists), model_f0_1_2_logp, model_f0_2_4_logp, model_f0_4_8_logp, model_f0_8_16_logp, model_f0_16_32_logp, Teff_K,log_g, Radius_Rsun, Source, sigma_significance, contam.
DOI: 10.26023/p0s9-s2jt-ky09
title: Single Particle Soot Photometer. Version 2.0

description: The Single Particle Soot Photometer (SP2) is an instrument that directly measures the refractory black carbon (rBC) content in individual accumulation-mode aerosol particles and can identify iron-oxide-like aerosol composition and concentration (here refered to as light absorbing metallic (LAM) aerosol). For the first HIPPO circuit (HIPPO-1), the dataset contains only SP2 rBC data measured aboard the NSF/NCAR GV . The data are in NASA AMES format.
DOI: 10.26023/1a4m-3yx8-7n0p
title: Single Particle Soot Photometer. Version 2.0

description: The Single Particle Soot Photometer (SP2) is an instrument that directly measures the refractory black carbon (rBC) content in individual accumulation-mode aerosol particles and can identify iron-oxide-like aerosol composition and concentration (here refered to as light absorbing metallic (LAM) aerosol). This dataset contains SP2 rBC and LAM data measured aboard the NSF/NCAR GV during HIPPO-2. The data are in NASA AMES format.
DOI: 10.26023/96me-fd9e-5z0j
title: Single Particle Soot Photometer. Version 2.0

description: The Single Particle Soot Photometer (SP2) is an instrument that directly measures the refractory black carbon (rBC) content in individual accumulation-mode aerosol particles and can identify iron-oxide-like aerosol composition and concentration (here referred to as light absorbing metallic (LAM) aerosol). This dataset contains SP2 rBC and LAM data measured aboard the NSF/NCAR GV during HIPPO-3. The data are in NASA AMES format.
DOI: 10.26023/mzn0-x7bf-290y
title: Single Particle Soot Photometer. Version 2.0

description: The Single Particle Soot Photometer (SP2) is an instrument that directly measures the refractory black carbon (rBC) content in individual accumulation-mode aerosol particles and can identify iron-oxide-like aerosol composition and concentration (here referred to as light absorbing metallic (LAM) aerosol). This dataset contains SP2 rBC and LAM data measured aboard the NSF/NCAR GV during HIPPO-4. The data are in NASA AMES format.The Single Particle Soot Photometer (SP2) is an instrument that directly measures the black carbon, known as soot, in individual aerosol particles. This dataset contains SP2 data measured aboard the NSF/NCAR GV during HIPPO-4. The data are in NASA AMES format.
DOI: 10.26023/2wer-m87z-jq0m
title: Single Particle Soot Photometer. Version 2.0

description: The Single Particle Soot Photometer (SP2) is an instrument that directly measures the refractory black carbon (rBC) content in individual accumulation-mode aerosol particles and can identify iron-oxide-like aerosol composition and concentration (here referred to as light absorbing metallic (LAM) aerosol). This dataset contains SP2 rBC and LAM data measured aboard the NSF/NCAR GV during HIPPO-5. The data are in NASA AMES format.
DOI: 10.26023/4k5e-aewz-6b01
title: STAR Sea Ice Charts. Version 1.0

description: This dataset contains Daily Ice Analysis Charts, Weekly, and Monthly Regional Ice Charts for David Strait and Hudson Strait. Ice analysis charts are produced in accordance with Canadian Coast Guard requirements. They are operational charts and are only amended or corrected up to 6 pm on the day of issue. After that, no further quality control is done on the chart. These are available in Graphics Interchange Format. The Canadian Ice Service produces ice charts on a weekly basis on a regional scale for Canadian coastal waters. These are provided in Graphics Interchange Format and E00 format. The ArcInfo E00 file can be imported in a geographic information system software (e.g. ArcGIS). Each coverage contains all of the information contained within the 'egg code' which has been split into individual fields for each egg attribute. Sea-ice analysis charts were downloaded from http://ice-glaces.ec.gc.ca/ , daily during the STAR period. Additional information on these charts can be found at: https://www.canada.ca/en/environment-climate-change/services/ice-forecasts-observations/latest-conditions/archive-overview/information-about-data.html.
DOI: 10.26023/k6j3-mjg4-rg0d
title: NCAR/EOL ISS 449 MHz Modular Wind Profiler Products, 5 and 30 minute Winds. Version 1.0

description: 449 MHz modular wind profiler radar data collected by the NCAR/EOL Integrated Sounding System (ISS) located at the Homestead site during the Stable Air Variability and Transport (SAVANT) field campaign. 5 and 30 minute averaged winds data in netCDF format are provided. These data have been quality controlled. Moments data from the profiler can be found in the companion dataset 560.044.
DOI: 10.26023/gpv8-089t-hb0h
title: SAVANT: NCAR/EOL ISS 449 MHz Modular Wind Profiler Moments. Version 1.0

description: 449 MHz modular wind profiler moments data collected by the NCAR/EOL Integrated Sounding System (ISS) located at the Park Falls site during the CHEESEHEAD field campaign. These data have been quality controlled. Winds data from the profiler can be found in the companion dataset, 560.043 NCAR/EOL ISS 449 MHz Radar Wind Profiler, 5 and 30 Minute Winds.
DOI: 10.26023/f4kb-6wjg-j90d
title: UK Met Office (UKMO) Icing Severity Forecast. Version 1.0

description: Icing Severity Forecasts from UK Met Office (UKMO) for ICICLE (In-Cloud ICing and Large-drop Experiment) in NetCDF format. Forecasts are from 20 January - 9 March 2019 on 41 model levels at approximately 10km resolution on a regular lat/lon grid.
DOI: 10.15468/dl.prcwsb
title: Occurrence Download

description: A dataset containing 275 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Material sample, Specimen)",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Citrus sinensis",
 "Year 1970-2025"
 ]
}

 The dataset includes 275 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040692-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/ar4m-0ngw-w70w
title: STAR Blowing Snow Data. Version 1.0

description: During the blowing snow events (Oct.17, 2007 and Nov. 5, 2007), some photos and movies were taken at the Environment Canada Weather Office in Iqaluit, NU. Time stamps on actual pictures are UTC reported time minus 1 (because of daylight savings). The camera was set to the wrong time. This had been corrected for future photos.
DOI: 10.15468/dl.ysxzv8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Reseda alba",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040693-250920141307145/datasets/export for details.
DOI: 10.26023/q7p5-nr6y-zf02
title: UK Met Office (UKMO) Satellite Icing Products. Version 1.0

description: Aircraft Icing Potential and Cloud Top Height (CTH) of likely aircraft icing, two UK Met Office (UKMO) experimental satellite products for ICICLE (In-Cloud ICing and Large-drop Experiment) as PNG images. The images are equi-rectangular projections, 800 pixels south to north, 900 pixels west to east, every 30 minutes where data available.
DOI: 10.15468/dl.jchzkg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Reseda alba",
 "Country is Latvia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040694-250920141307145/datasets/export for details.
DOI: 10.26023/55hp-psef-wc07
title: Single Particle Composition via STEM/EDS. Version 1.0

description: Files contain the percent by number of aerosol particle types collected at different flight levels on the NSF/NCAR Gulfstream-V HIAPER aircraft and analyzed via Scanning Transmission Electron Microscopy Energy-dispersive X-ray Spectroscopy (STEM/EDS) during SOCRATES.
DOI: 10.15468/dl.au6frv
title: Occurrence Download

description: A dataset containing 444 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Reseda alba",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 444 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040695-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/mqm1-9afc-ty0x
title: R/V Roger Revelle High Resolution Doppler Lidar (HRDL) Data. Version 1.0

description: This data set contains vertical profiles of wind (from the first three cruises) and velocity variance statistics (from the second and third cruises) from the High Resolution Doppler Lidar (HRDL) that was aboard the NOAA R/V Revelle for the DYNAMO project. These data were supplied by Alan Brewer of NOAA/ESRL/CSD.
DOI: 10.26023/27ys-3xan-7a0w
title: UW CIMS (Chemical Ionization Mass Spectrometer) Organic Nitrogen and Phenolics Data. Version 1.0

description: UW CIMS (Chemical Ionization Mass Spectrometer) Organic Nitrogen and Phenolics Data collected from NSF/NCAR C-130 flights during the WE-CAN (Western Wildfire Experiment for Cloud Chemistry, Aerosol, Absorption and Nitrogen) field project from 24 July through 20 August 2018. This data set is in ICARTT format. Please see the header portion of the data files for details on instruments, parameters, quality assurance, quality control, contact information, and data set comments.
DOI: 10.26023/dren-vtha-0n0e
title: NRC Convair 580 2DS Particle Images. Version 1.0

description: 2DS images collected from NRC Convair 580 flights during the ICICLE (In-Cloud ICing and Large-drop Experiment) field campaign from 28 January - 7 March 2019. These PNG images are contained in tar files by flight.
DOI: 10.26023/fsvn-jvq6-360f
title: NRC Convair 580 CPI Particle Images. Version 1.0

description: CPI Particle Images collected from NRC Convair 580 flights during the ICICLE (In-Cloud ICing and Large-drop Experiment) field campaign from 18 January - 7 March 2019. These PNG images are contained in tar files by flight.
DOI: 10.34911/rdnt.grvh9e
title: ramp Building Footprint Training Dataset - Shanghai, China
DOI: 10.26023/vprd-mejs-ng0b
title: NRC Convair 580 Data Quality Plots. Version 1.0

description: This dataset contains a PDF of time series plots to assess data quality of instruments on the Convair 580 for the ICICLE (In-Cloud ICing and Large-drop Experiment) project from 18 January to 7 March 2019.
DOI: 10.26023/5kfc-3whc-6f0m
title: Flow discharge, precipitation and water stage measurement - HYDROMET. Version 1.0

description: Hydromet data from working group of the FCEFyN - UNC (Facultad de Ciencias Exactas, Físicas y Naturales - Universidad Nacional de Cordoba) during the RELAMPAGO campaign. In the study basin of the RELAMPAGO project (Carcarana River Basin) 30 measurement sites were periodically monitored. All the flow information registered with hydroacoustic techniques (ADCP, ADV) and Particle Image Velocimetry (PIV) is saved together with data of water stage and the rainfall and surface meteorological data that produced the runoff event.
DOI: 10.26023/hp56-n426-0c0r
title: STAR 5-min Camera Photography. Version 1.0

description: This dataset provides images of the sky and current surface conditions taken at the Environment Canada Weather Office in Iqaluit, NU over the duration of the STAR project. A Campbell Scientific CC680 still imaging camera took imagery taken every 5 minutes. The camera was facing north and had a direct view of the 10-m tower weather station (A3). An overnight light was installed so that conditions could be monitored during darkness, which was the normal procedure for much of the project. Data was continuously written to a compact flash card in *.jpg format. Each image was &gt; 200 kb in size. Based on the image size, and card memory, the card reached its capacity every 5 days. Instead of letting the card fill up, the compact flash was downloaded daily, which means that for each day of data there might be one or two missing photographs in succession during the time when the card was downloaded. During the Winter Blowing Snow Project the cameras sampling resolution was adjusted so that it could be left without downloading for longer periods. Between February 24-April 10, photos were taken every 30 minutes. Images taken with the 5-min camera have a time stamp on the actual photo. Time is in local standard, and was not adjusted for daylight savings (Nov 4 - 2:00am). Users should be aware of this when using the data files.
DOI: 10.26023/pjqb-s6ky-gh0m
title: GOES-16 Geostationary Lightning Mapper (GLM) Lightning Cluster-Filter Algorithm (LCFA) Data. Version 1.0

description: This data set contains the lightning detection data from the GOES-16 satellite Geostationary Lightning Mapper (GLM) Lightning Cluster-Filter Algorithm (LFCA) during the period of Organization of Tropical East Pacific Convection (OTREC) field project operations. The data are in NetCDF files packed into daily tar files.
DOI: 10.26023/7jh8-vkt7-660m
title: GOES-16 Advanced Baseline Imager (ABI) Full Disk Data. Version 1.0

description: This data set contains the 15 minute resolution data from the GOES-16 satellite Advanced Baseline Imager (ABI) full disk sectors during the period of the Organization of Tropical East Pacific Convection (OTREC) field project operations. All 16 channels are included at their full resolution. The data are in NetCDF files packed into hourly tar files.
DOI: 10.15468/dl.ztfyap
title: Occurrence Download

description: A dataset containing 601 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vespidae",
 "Year is 1948",
 "Continent is Europe",
 "HasCoordinate is true"
 ]
}

 The dataset includes 601 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040696-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/vqh4-gdfs-h10s
title: RADARSAT SAR Sea Ice Imagery. Version 1.0

description: The Canadian RADARSAT satellite collected 195 synthetic aperture radar (SAR) images of the SHEBA site between November 1, 1997, and October 8, 1998 (roughly one image every 3-5 days). The C-band (5.3 GHz) RADARSAT SAR imaged a swath on the earth 460 km wide (in ScanSAR mode) with a pixel size of 50 m, unhampered by clouds or darkness. The satellite data were received and processed into imagery at the Alaska SAR Facility (ASF) in Fairbanks. Sequential pairs of images were then processed by the RADARSAT Geophysical Processor System (RGPS) at the Jet Propulsion Laboratory (JPL) in Pasadena to derive the motion of the sea ice on a 5-km grid by tracking common features in each pair of images. Thus we have a year-long record of the spatial pattern of ice motion and the radar backscatter in the vicinity of the SHEBA site. There are 195 images from which two sub-images were extracted, with the SHEBA station at the center of each. One sub-image was at the original spatial resolution of 50 meters per pixel, and 800 x 800 pixels (40 x 40 km). The other sub-image was spatially averaged to 250 meters per pixel, and was also 800 x 800 pixels (200 x 200 km). The two sets of 195 sub-images are bundled into two .tar files. Additionally, there is an animated GIF file of each sequence of 195 sub-images.
DOI: 10.26023/c142-7h9q-nj10
title: RADARSAT SAR Sea Ice Motion. Version 1.0

description: The Canadian RADARSAT satellite collected 195 synthetic aperture radar (SAR) images of the SHEBA site between November 1, 1997, and October 8, 1998 (roughly one image every 3-5 days). The C-band (5.3 GHz) RADARSAT SAR imaged a swath on the earth 460 km wide (in ScanSAR mode) with a pixel size of 50 m, unhampered by clouds or darkness. The satellite data were received and processed into imagery at the Alaska SAR Facility (ASF) in Fairbanks. Sequential pairs of images were then processed by the RADARSAT Geophysical Processor System (RGPS) at the Jet Propulsion Laboratory (JPL) in Pasadena to derive the motion of the sea ice on a 5-km grid by tracking common features in each pair of images. Thus we have a year-long record of the spatial pattern of ice motion and the radar backscatter in the vicinity of the SHEBA site. The RADARSAT Geophysical Processor System (RGPS) created 184 ice motion products bundled into one .tar file from 184 sequential pairs of RADARSAT SAR images of the SHEBA region. The sea ice motion products are accompanied by 4 graphical products bundled into one .tar file.
DOI: 10.26023/de81-1ee0-660g
title: RADARSAT SAR Sea Ice Deformation. Version 1.0

description: The Canadian RADARSAT satellite collected 195 synthetic aperture radar (SAR) images of the SHEBA site between November 1, 1997, and October 8, 1998 (roughly one image every 3-5 days). The C-band (5.3 GHz) RADARSAT SAR imaged a swath on the earth 460 km wide (in ScanSAR mode) with a pixel size of 50 m, unhampered by clouds or darkness. The satellite data were received and processed into imagery at the Alaska SAR Facility (ASF) in Fairbanks. Sequential pairs of images were then processed by the RADARSAT Geophysical Processor System (RGPS) at the Jet Propulsion Laboratory (JPL) in Pasadena to derive the motion of the sea ice on a 5-km grid by tracking common features in each pair of images. Thus we have a year-long record of the spatial pattern of ice motion and the radar backscatter in the vicinity of the SHEBA site. Ice deformation (divergence, shear) and ice vorticity are computed from the RGPS ice motion products. This dataset contains 4 sea-ice deformation products containing divergence, shear, and vorticity values based on 4 square regions centered on the SHEBA station: 50 x 50 km, 100 x 100 km, 150 x 150 km, and 200 x 200 km. Additionally, there are 4 graphical products, one of each: divergence, shear, vorticity, and area.
DOI: 10.26023/t3gs-v9t3-e40w
title: STAR Visibility Data. Version 1.0

description: Two Sentry SVS-1 visibility sensors were installed at the Iqaluit Weather Office site. One instrument was an RS-232 Output version (Visibility 1), while the second was Analog version (Visibility 2) of the instrument. The instruments had measurement ranges of 30 m to 16 km with an accuracy of ± 10%. Both sensors were set to sample once every minute, and mounted at a height or 1.5 m. Visibility 1 (RS-232 output) was positioned on the east side of the Upper Air shed at the Weather Office during the fall field campaign. The data files were logged using an Acumen Data Logger, and stored on a compact flash card. Data files are in *.dat format where they contain date, time, sensor output voltage (VDC), visibility in (km). To derive the visibility from the VDC the following formula was used: σ km-1 = 20* (0.150/VDC). Visibility 2 (Analog output), was positioned with the 10-m tower automatic weather station (A3) and the Weather Office site. A Campbell Scientific CR23X data logger was used to log the data. Data files are in a simple *.csv format where they contain date, time, visibility (km). To derive the visibility from the VDC the following formula was used: σ km-1 = 20* (0.150/VDC). Data from this instrument was downloaded daily during the Fall period and weekly during the winter period. This was accomplished by exchanging the CF card in the data logger. The CF card was then brought into the Environment Canada weather office, where it was offloaded onto the STAR desktop computer. To exchange the CF cards, the data logger had to be turned off for periods between 1-5 minutes. As a result, 1-5 minutes of data is missing during these time periods. This instrument moved over to the 10-m tower weather station (A3) for the winter blowing snow project (Feb 1- March 30). The same downloading procedure was adpated , however downloads occurred on a weekly basis. See Visibility 1 Winter metadata form for more info.
DOI: 10.26023/nqzp-r4b7-1k0j
title: NOAA P-3 PMS Probe Data. Version 1.0

description: Hydrometeor size distributions from the PMS 2D-C and 2D-P probes that were onboard the NOAA P-3 during the TOGA-COARE deployment.