cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17037/data.25
title: National, regional, and worldwide estimates of stillbirth rates in 2015, with trends from 2000: a systematic analysis

description: Data produced by the Every Newborn Action Plan (ENAP) study to estimate national stillbirth rates (SBRs) and numbers for 195 countries. SBR data was collated through a systematic review of national routine/registration systems, nationally representative surveys, and other data sources, and subsequently modelled using restricted maximum likelihood estimation with country-level random effects. Data outputs include a list of 2207 stillbirth rate data points used as an input to the modelled estimates, yearly national-level covariates for each of the 195 countries studied from 2000 to 2015, and information on estimated stillbirth rates from 2000 to 2015 for countries with higher quality national routine time-series data for stillbirth rates, using loess regression of the country reported rates.
DOI: 10.15468/dl.fuzm6s
title: Occurrence Download

description: A dataset containing 67967 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "PublishingOrg is 90fd6680-349f-11d8-aa2d-b8a03c50a862",
 "TaxonKey is Annonaceae"
 ]
}

 The dataset includes 67967 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002453-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7rmbvy
title: Occurrence Download

description: A dataset containing 774 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pasiphaeidae",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 774 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002454-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z3queq
title: Occurrence Download

description: A dataset containing 577 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "OccurrenceStatus is Present",
 "TaxonKey is Stenocereus pruinosus (Otto ex Pfeiff.) Buxb."
 ]
}

 The dataset includes 577 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002455-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jmu4qj
title: Occurrence Download

description: A dataset containing 9713 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Depth 2011.0-3966.0m",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 9713 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002456-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.getsrw
title: Occurrence Download

description: A dataset containing 2226 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oikopleuridae",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2226 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002457-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48420/26477980.v1
title: Data for Zhu et al. "Validation of an Electronic VOC Sensor Against Gas Chromatography–Mass Spectrometry"

description: 1. BME680 Calibration TestsThis dataset contains data for 8 different concentrations of alpha-pinene: 1 ppb, 10 ppb, 25 ppb, 50 ppb, 100 ppb, 200 ppb, 500 ppb, and 1000 ppb. Each concentration was tested in triplicate using three different sensors: TCA0, TCA1, and TCA3. Each concentration run includes three repetitions for each sensor.File format: BME680_gas_sensor_[sensor number]_[ISO-UTCdatetime].csv<br>2. BME Continuous RunThis dataset includes data from a continuous run used for two-point sensor calibration. Data were collected from four sensors, each continuously recording data for 5 different concentrations of alpha-pinene.File format: BME680_gas_sensor_[sensor number]_[ISO-UTCdatetime].csv<br>3. BME Validation TestsThis dataset contains data for 3 concentrations of alpha-pinene, recorded by three sensors: TCA0, TCA1, and TCA3. Each concentration was tested in triplicate.File format: BME680_gas_sensor_[sensor number]_[ISO-UTCdatetime].csv<br>4. GC Calibration DataThis dataset is organized by concentration of alpha-pinene, including 0.01 ppb, 0.1 ppb, 1 ppb, 10 ppb, 25 ppb, 50 ppb, 100 ppb, and blank tests. The processed data is compiled in an Excel workbook titled 'Peaks all in one.xlsx'.<br>File Format: CSVAll data: concentrationInternal standard molecule: concentration 174-95Alpha-pinene molecule group 1: concentration 136-93Alpha-pinene molecule group 2: concentration 93-77<br>5. GC ValidationThis dataset contains data for three concentrations: 30 ppb, 50 ppb, and 100 ppb. Each concentration has two files: one for internal standard results and another for tested alpha-pinene. Each concentration was tested in triplicate. The processed data is compiled in an Excel workbook titled 'Peaks areas'.File Format: concentration (repetition) ISTD/alpha.xlsx<br>6. Calibration Excel WorkbookThis workbook contains all the calculations for statistical analysis related to calibration.<br>7. BME Validation WorkbookThe 'GraphP_project' workbook contains all figures and data analysis related to the BME validation tests.Format: GraphPad Prism workbook
DOI: 10.15468/dl.gcaeeq
title: Occurrence Download

description: A dataset containing 5999 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Poanes hobomok (T.Harris, 1862)"
 ]
}

 The dataset includes 5999 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002459-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tcukcq
title: Occurrence Download

description: A dataset containing 25347 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "TaxonKey is Parkinsonia Plum. ex L."
 ]
}

 The dataset includes 25347 records from 236 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002461-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6njh6n
title: Occurrence Download

description: A dataset containing 2161246 records in GBIF matching the query:
SELECT "year", GBIF_EEARGCode( 1000, decimalLatitude, decimalLongitude, COALESCE(coordinateUncertaintyInMeters, 1000) ) AS eeaCellCode, classKey, class, COUNT(*) AS occurrences, MIN(COALESCE(coordinateUncertaintyInMeters, 1000)) AS minCoordinateUncertaintyInMeters, MIN(GBIF_TemporalUncertainty(eventDate)) AS minTemporalUncertainty FROM occurrence WHERE occurrenceStatus = 'PRESENT' AND countrycode = 'BE' AND "year" &gt;= 1900 AND hasCoordinate = TRUE AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE') AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE') AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID') AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH') AND (LOWER(identificationVerificationStatus) NOT IN ( 'unverified', 'unvalidated', 'not validated', 'under validation', 'not able to validate', 'control could not be conclusive due to insufficient knowledge', 'uncertain', 'unconfirmed', 'unconfirmed - not reviewed', 'validation requested' ) OR identificationVerificationStatus IS NULL)AND classKey IN (126, 131, 137, 139, 148, 151, 179, 183, 186, 194, 196, 199, 203, 205, 206, 212, 216, 220, 225, 229, 232, 244, 245, 252, 255, 256, 270, 281, 282, 307, 327, 328, 354, 356, 359, 360, 361, 365, 367, 7073593, 7228684, 7742773, 7774442, 7947184, 8179345, 9273948, 10689325, 11133537, 11418114, 11493978, 11545536, 11592253)AND coordinateUncertaintyInMeters &lt;= 10000GROUP BY "year", eeaCellCode, classKey, class ORDER BY "year" DESC, eeaCellCode ASC, classKey ASC;

 The dataset's 2161246 records were derived from 300 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002427-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sattck
title: Occurrence Download

description: A dataset containing 64643 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Paracalanidae",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 64643 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002460-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y9mb44
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Liolaemus hermannunezi Pincheira-Donoso, Scolaro & Schulte, 2007",
 "Year is greater than or equal to 2020"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002464-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fvv5d2
title: Occurrence Download

description: A dataset containing 251 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "OccurrenceStatus is Present",
 "TaxonKey is Stenocereus huastecorum Alvarado-Sizzo, Arreola-Nava & Terrazas"
 ]
}

 The dataset includes 251 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002467-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q3xhrm
title: Occurrence Download

description: A dataset containing 986059 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Israel",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 986059 records from 125 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002416-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6grthe
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-95.32095 -10.24817,-62.60325 -10.24817,-62.60325 2.83330,-95.32095 2.83330,-95.32095 -10.24817))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aechmea magdalenae (André) André ex Baker"
 ]
}

 The dataset includes 26 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002468-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25494/p6330j
title: Bull Kelp Forest Ecosystem Monitoring Database, Northern California, 1971-2023 (ongoing)

description: Kelps are critical habitat structuring organisms forming dense underwater forests in nearshore rocky reefs of northern California. Kelp forests support a range of species such as red abalone and red sea urchins which form the basis for important invertebrate fisheries in the region. Along with fisheries, kelp forests provide a suite of other ecosystem services including supporting biodiversity and carbon sequestration, making them critical habitats to monitor. Monitoring of kelps and kelp obligate species is now more important than ever with the intensification of ocean changes such as marine heatwaves, low oxygen events and ocean acidification. Changes in kelp forest ecosystems associated with fishing can be observed inside fished sites whereas changes in protected sites suggests region wide stressors. In this long-term, bull kelp forest monitoring program, divers quantify key marine invertebrates, algal cover and substrate types along transects inside and outside fished sites centered in Sonoma and Mendocino Counties, in northern California. As nearshore kelp forest ecosystems face increasing stressors, long term monitoring programs will be critical for informing fishery management, restoration strategies and marine spatial planning.
DOI: 10.15468/dl.x97z6r
title: Occurrence Download

description: A dataset containing 25897 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Centropagidae",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 25897 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002470-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6073/pasta/8796ef2b2b071b8bcfa003fca06b22b7
title: VCR Fowling Point Salt Marsh Flux Tower, 2019-2023

description: This dataset contains eddy covariance CO2 and H2O fluxes, sensible and latent heat fluxes, and meteorological measurements collected in an intertidal salt marsh. The flux tower is part of the Virginia Coastal Reserve Long Term Ecological Research (VCR LTER) site on the Eastern Shore of Virginia, USA. The marsh is on the Atlantic Ocean side of the Delmarva Peninsula and faces shallow coastal lagoons backed by barrier islands. No major rivers drain into the area. The tower is located 2 km from the shoreline and 85 m from a major creek edge. The marsh is dominated by Spartina alterniflora (also referred to as Sporobolus alterniflorus), with an average height of 0.6 m. The semidiurnal tidal cycle inundates the marsh platform twice daily, with 10% of time points having water above the mud platform (indicated by the MHHW dataset variable). Fluxes were measured at 10Hz and averaged over 30 minutes. The CO2 and energy fluxes were gap-filled using the REddyProc software package (doi: 10.5194/bg-15-5015-2018). Using the nighttime approach, the gross primary production and ecosystem respiration fluxes were partitioned from the net ecosystem exchange flux. 
 The research was conducted at the Virginia Coastal Reserve Long Term Ecological Research (VCR LTER) site on the Eastern Shore of Virginia, USA. The flux tower site (37-deg 24'39.85"N, 75-deg 50'0.53"W) a lagoonal salt marsh which is located near the area of Fowling point. The site is located at about 2.2 kilometers away from the mainland and 10.7 kilometers away from Hog Island, the nearest barrier island. The flux tower is situated at about 80 meters away from the creek edge, on the lagoonal salt marsh.
DOI: 10.6084/m9.figshare.28297211
title: SOSU.data

description: This is the underlying dataset for research on suicide prevention education for nursing assistant students. The dataset contains the pre-and post measurements of two questionnaries; the revised facts on suicide quiz and the willingness to intervene against suicide questionnarie.
DOI: 10.15468/dl.uebq37
title: Occurrence Download

description: A dataset containing 3380 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Continent is one of (North America, South America)",
 "OccurrenceStatus is Present",
 "TaxonKey is Stenocereus griseus (Haw.) Buxb."
 ]
}

 The dataset includes 3380 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002473-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60503/d3/hw5w1b
title: CSR-I (WSJ0) Complete

description: CSR-I (WSJ0) Complete was developed by NIST and contains approximately 141 hours of speech recordings of 123 speakers reading excerpts from the Wall Street Journal. About half the speakers are male and half female. Additionally, the discs contain complete orthographic transcriptions of the speech data and complete bigram language models for the Wall Street Journal text data from which the prompting text was taken. These materials are provided on disc 11-4 and also on disc 11-10. Disc 11-4 also contains the complete text of the WSJ articles from which the utterance prompts and language models were derived. During 1991, the DARPA Spoken Language Program initiated efforts to build a new corpus to support research on large-vocabulary Continuous Speech Recognition (CSR) systems. The first two CSR Corpora consist primarily of read speech with texts drawn from a machine-readable corpus of Wall Street Journal news text and are thus often known as WSJ0 and WSJ1. (Later sections of the CSR set of corpora, however, will consist of read texts from other sources of North American business news and eventually from other news domains). The texts to be read were selected to fall within either a 5,000-word or a 20,000-word subset of the WSJ text corpus. (See the documentation for details). Some spontaneous dictation is included in addition to the read speech. The dictation portion was collected using journalists who dictated hypothetical news articles.
DOI: 10.15468/dl.wjm4ym
title: Occurrence Download

description: A dataset containing 91929 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Corycaeidae",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 91929 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002472-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mtrnxx
title: Occurrence Download

description: A dataset containing 3240 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-93.34064 6.4246,-78.04064 6.4246,-78.04064 21.88563,-93.34064 21.88563,-93.34064 6.4246))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Asteroidea"
 ]
}

 The dataset includes 3240 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002475-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.4755011
title: Correlated k coefficients for H2-He atmospheres; 180 spectral windows and 1060 pressure-temperature points

description: There are 72 correlated k-coefficients datasets, using the naming convention m-xxx_coyyy.data.180.tar.zip, where xxx is the metallicity in dex relative to solar, and yyy is the C/O ratio relative to solar, as a multiplication factor. For example a metallicity of 0.0 and a C/O ratio of 1.0 indicates solar abundances. We use the Lodders et al. 2010 value for the solar C/O=0.458. The spectral windows are listed in the file 180_windows.txt (intervals defined as starting at lambda1 and ending at lambda2), and the k-coefficients can be read in and checked using the script in the IDL code read_k_coefficients.pro. The k-coefficients are calculated for a grid of 1060 pressure-temperature points listed in the file PT_list_1060.

The correlated-k coefficients are calculated using pre-mixed opacities, where the abundances for each metallicity-C/O combination have been calculated using equilibrium chemistry, as described in Marley et al. 2021. There are 12 Fe/H values: 0.0, 0.5, 0.7, 1.0, 1.5, 1.5, 1.7, 2.0, -0.25, -0.3, -0.5, -0.75, and -1.0; and 6 C/O values: 0.25, 0.5, 1.0, 1.5, 2.0 and 2.5.

 The opacity sources included in the calculations are: C2H2, C2H4, C2H6, CH4, CO, CO2, CrH, FeH, H2O, H2S, HCN, LiCl, MgH, N2,  NH3, OCS, PH3, SiO, TiO, and VO, in addition to alkali metals (Li, Na, K, Rb, Cs). The references for the line lists and broadening parameters used in these opacity calculations can also be found in Marley et al 2021, and are included here for convenience in the file Table_2_Marley_et.al.2021.png Please include these references, as well as the reference to this Zenodo repository when publishing your paper.

Each dataset contains the following files:

ascii_data: the correlated k coefficients file in ascii format. This can be read by the included IDL code.

binary_data: the correlated k coefficients file in binary format

cp_all: contains the mean molecular weight for each layer. The head capacity values do not include the proper H2 heat capacity and should not be used.

full_abunds: the relative abundances for all the species from the chemistry files, on the 1060-point pressure-temperature grid.

sum_in_atoms: relative abundances for the alkali metals

sum_in_cia: relative abundances for the species that could be used for calculating collision-induced absorption (CIA)

sum_in_layer: relative abundances for all molecules included in the correlated k-coefficients calculations

Resources supporting this work were provided by the NASA High-End Computing (HEC) Program through the NASA Advanced Supercomputing (NAS) Division at Ames Research Center.