cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25574/25268
title: Chandra X-ray Observatory ObsId 25268

description: Extended hard X-ray emission, multi-phase ISM and AGN feedback in Compton-thick AGN ESO137-G034
DOI: 10.26023/xqgq-1knk-rp01
title: PACS: Nicaraguan Daily Precipitation Data. Version 1.0

description: This data set contains daily precipitation data from Nicaragua. Data are from 130 sites within Nicaragua covering the time period January 1990 to December 1994.
DOI: 10.25574/27766
title: Chandra X-ray Observatory ObsId 27766

description: ULX Science with Nearby Galaxies
DOI: 10.26023/q53b-0dge-m40r
title: PACS: Brazilian Daily Precipitation. Version 1.0

description: This data set contains gridded daily precipitation data from across Brazil in binary format. This data can be displayed using the GrADS software. The Brazilian Daily Precipitation data was provided by the following institutions: CMCD/INPE, CPTEC/INPE, ANEEL, and INMET. The data cover the time period January 1, 1960 to December 31, 1997.
DOI: 10.34943/df9befec-eaed-441c-91f1-7c62ba5a7e10
title: Prince Rupert Atlin Terminal Station Fluorometer Turbidity Deployed 2024-05-01

description: The WET Labs ECO FLNTUS 894 was deployed on 2024-05-01 at Prince Rupert Atlin Terminal Station. Atlin Terminal is located in the Prince Rupert Harbour. This device is a Fluorometer Turbidity. Fluorometer Turbidity instruments measure chlorophyll fluorescence and turbidity within the same volume of seawater. The instrument uses a light emitting diode (LED) to provide an excitation source. The fluoresced light is received by a detector at a particular angle from the LED source, and uses an interference filter to discriminate against scattered excitation light. Turbidity is measured at the same time, by detecting scattered light from a LED, which is positioned at the same angle as the chlorophyll fluorescence. It was deployed on a fixed platform. Data from this deployment were archived and made available through Ocean Networks Canada's Oceans 3.0 digital infrastructure, with quality assurance and derived data products following established practices.
DOI: 10.34943/5adc2867-93d4-4b19-ae47-5b96b0e666db
title: Prince Rupert Atlin Terminal Station Oxygen Sensor Deployed 2024-05-01

description: The Aanderaa Optode 4531A (S/N 485) was deployed on 2024-05-01 at Prince Rupert Atlin Terminal Station. Atlin Terminal is located in the Prince Rupert Harbour. This device is a Oxygen Sensor. Oxygen sensors measure dissolved oxygen concentration in seawater. It was deployed on a fixed platform. Data from this deployment were archived and made available through Ocean Networks Canada's Oceans 3.0 digital infrastructure, with quality assurance and derived data products following established practices.
DOI: 10.15468/dl.2wva6w
title: Occurrence Download

description: A dataset containing 134 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-101.99294 21.34678,-101.9556 21.34678,-101.9556 21.37361,-101.99294 21.37361,-101.99294 21.34678))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 134 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043982-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34943/1cca3baf-68d6-4d3f-95dd-f84e09030978
title: Prince Rupert Atlin Terminal Station Conductivity Temperature Depth Deployed 2024-05-01

description: The AML CTD Metrec X 50152 was deployed on 2024-05-01 at Prince Rupert Atlin Terminal Station. Atlin Terminal is located in the Prince Rupert Harbour. This device is a Conductivity Temperature Depth. Conductivity Temperature Depth (CTD) is an instrument package that contains sensors for measuring the conductivity, temperature, and pressure of seawater. Salinity, sound velocity, depth and density are variables that can be derived from sensor measurements. CTDs can carry additional instruments and sensors such as oxygen sensors, turbidity sensors and fluorometers. It was deployed on a fixed platform. Data from this deployment were archived and made available through Ocean Networks Canada's Oceans 3.0 digital infrastructure, with quality assurance and derived data products following established practices.
DOI: 10.15468/dl.ge9ua8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Ambrosia hispida",
 "Country is Mexico",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043972-250920141307145/datasets/export for details.
DOI: 10.15468/dl.hupp8f
title: Occurrence Download

description: A dataset containing 237 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ribes pallidum",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 237 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043983-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vtpgvp
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ribes pallidum",
 "Country is Iceland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 18 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043984-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5htdmz
title: Occurrence Download

description: A dataset containing 1826 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "GadmGid is USA.32_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Crotalus",
 "VerbatimScientificName is Crotalus atrox",
 "Year 1990-2025"
 ]
}

 The dataset includes 1826 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043985-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/p9n3-fqe3-gp0x
title: Buoy 32302 (18.0S 85.1W) Meteorological Data. Version 1.0

description: This data set contains moored buoy data from station 32302 located at 18.0S Latitude and 85.1W Longitude covering the time period from Feb 01,1986 thru Apr 03,1995. The data was obtained from the National Data Buoy Center. This dataset is one of many archived by the University Corporation of Atmospheric Research/Joint Office Of Science Support (UCAR/JOSS) in support of the Pan American Climate Studies (PACS) program. These data have undergone no quality control. See the README for more details.
DOI: 10.15468/dl.bpn2c2
title: Occurrence Download

description: A dataset containing 220 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ribes pallidum",
 "Country is Norway",
 "HasCoordinate is true"
 ]
}

 The dataset includes 220 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043986-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.brjyd6
title: Occurrence Download

description: A dataset containing 1919 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-10000.0",
 "Geometry POLYGON((-124.13535 46.23142,-124.88609 44.22287,-124.41852 41.97067,-122.23876 42.02335,-122.23217 45.30946,-122.94339 46.17215,-124.13535 46.23142))",
 "TaxonKey is Myocastor",
 "Year 1960-2024"
 ]
}

 The dataset includes 1919 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043987-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/9ryd-y201-zc00
title: PACS: 1997 Soundings from Cocos Island, Costa Rica. Version 1.0

description: A temporary GPS rawinsonde station was installed on Cocos Island, Costa Rica for PACS-97 by NOAA National Severe Storms Laboratory and operated by rangers from the CR Park Service. These data were processed through automated and visual quality control. The dataset includes pressure, temperature, humidity, winds and altitude taken at 2 seconds vertical resolution.
DOI: 10.15468/dl.4hfh8y
title: Occurrence Download

description: A dataset containing 94 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "OccurrenceStatus is Present",
 "TaxonKey is Cynometra spruceana"
 ]
}

 The dataset includes 94 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043990-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.79zy2m
title: Occurrence Download

description: A dataset containing 237 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Avifauna asociada a humedales urbanos del municipio de Quibdó - Chocó, 2019"
 ]
}

 The dataset includes 237 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043989-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zw25ht
title: Occurrence Download

description: A dataset containing 608 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ribes pallidum",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 608 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043991-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/z3qq-ewpd-df0n
title: PACS Region GTS Sounding Data. Version 1.0

description: This data set contains all land- and ship-based upper air sounding data available from GTS over the region from 30 N to 60 S latitude and 30 to 180 W longitude as collected by NCAR/SCD. It includes only mandatory and significant level data. It includes site identifier information, wind speed and direction, surface and sea level pressure, air temperature, and dew point depression. These data have undergone no quality control. A new version of these data was released on 27 January 2005 to correct significant problems. See the readme for details. NOTE: Each file contains soundings based on release time rather than nominal time. Be aware that if you are looking for soundings with a nominal time of 00:00:00, it may be contained within the previous day's files, so order both days.
DOI: 10.15468/dl.c4mz8z
title: Occurrence Download

description: A dataset containing 133 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Monitoreos en áreas de compensación relacionadas al Gasoducto Jobo Majaguas (Variante Matecaña)"
 ]
}

 The dataset includes 133 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043992-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16937431
title: Datasets for "Arbuscular mycorrhizal fungal communities shift their foraging functional traits in response to grassland fertilisation" paper

description: This study combines results from our two experiments to demonstrate how the functional foraging traits of a symbiotic fungal community (AMF) shift with nutrient addition (grassland fertilisation) and how they differ between two major functional groups of host plants.
DOI: 10.15468/dl.9wr35k
title: Occurrence Download

description: A dataset containing 792 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is EDP Baixo Sabor: Construction and Reservoir Filling Phases: Cliff-nesting Birds, priority conservation species: Complementary Observations - [2010-2014]"
 ]
}

 The dataset includes 792 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043993-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/rkjr-tkms-xf0k
title: PIBAL Wind Only Sounding data from PACS-SONET. Version 1.0

description: This data set contains PIBAL wind only sounding data from the Pan American Climate Study Program - Sounding Network (PACS-SONET) collected from twelve sites (the network was later expanded to seventeen sites) over the region from 30 N to 30 S latitude and 60 to 180 W longitude. It also contains PIBAL soundings collected during the South American Low-Level Jet Experiment (SALLJEX) which had field operations from 15 November 2002 thru 15 February 2003. The PIBAL files include site identifier information, the total wind speed and direction, and the u and v wind components. The soundings cover the period starting 07 Apr 1997 thru 09 Sep 2003. However, not all sites collected data during the entire period (Some sites were only operational during SALLJEX). This data set has undergone no quality control. See the README for more details.
DOI: 10.26023/tcw2-dap5-gg08
title: Sounding data from San Cristobal. Version 1.0

description: This dataset contains high resolution upper air sounding data from San Cristobal in the Galapagos Islands. The dataset contains vertical profiles of pressure, wind speed and direction, air temperature, dew point temperature, relative humidity, and altitude. This data has undergone some quality control. See the README for more details.
DOI: 10.15468/dl.h4anqe
title: Occurrence Download

description: A dataset containing 695 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Saxifraga rosacea",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 695 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043997-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p7s2wq
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Antarctica",
 "Month is one of (January, February, March, December)",
 "OccurrenceStatus is Present",
 "TaxonKey is Eretmoptera murphyi",
 "Year 2005-2025"
 ]
}

 The dataset includes 10 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043996-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jez9hu
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Saxifraga rosacea",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043995-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9egz6n
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043998-250920141307145/datasets/export for details.
DOI: 10.26023/wtyp-kj14-fp10
title: PACS: Sounding data from TAO Tender Cruises. Version 1.0

description: This dataset contains high resolution upper air soundings derived from rawinsondes released during the Tropical Atmosphere Ocean Project (TAO) and the Pan American Climate Studies Field Campaign (PACS). Consult the readme for more information.
DOI: 10.15468/dl.bja829
title: Occurrence Download

description: A dataset containing 144 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CAN.1_1",
 "TaxonKey is Poliocitellus franklinii"
 ]
}

 The dataset includes 144 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043999-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/6zrb-1cy5-re0g
title: GOES-West Infrared Imagery. Version 1.0

description: Gif images from gridded files of 11 micron (longwave) infrared window channel. Radiance values are gridded on a spatial resolution of 0.1 x 0.1 degrees. Images are at 0000 UTC.
DOI: 10.5281/zenodo.17259952
title: ArchT5: A Dataset of Architecture Description Language (ACME and AADL) Snippets Paired with Natural Language Comments

description: This dataset, ArchT5, has been specifically created to support research on automated comment generation from Architecture Description Language (ADL) snippets.It contains code fragments written in ACME and AADL, paired with their corresponding natural language comments.

To facilitate model pretraining and fine-tuning, the dataset also provides derived versions designed for auxiliary tasks:





Dual Identifier Tagging (DIT)




Dual Masked Identifier Prediction (DMIP)




Masked Span Prediction (MSP)



The dataset is distributed in JSONL (JSON Lines) format and includes standard training, validation, and test splits.Each entry contains an input field (ADL snippet or masked/tagged snippet) and a target field (corresponding natural language comment or prediction target).

This resource is intended to serve as a benchmark for developing and evaluating sequence-to-sequence models such as T5 and CodeT5 in the context of software architecture comprehension.
DOI: 10.5281/zenodo.17259953
title: ArchT5: A Dataset of Architecture Description Language (ACME and AADL) Snippets Paired with Natural Language Comments

description: This dataset, ArchT5, has been specifically created to support research on automated comment generation from Architecture Description Language (ADL) snippets.It contains code fragments written in ACME and AADL, paired with their corresponding natural language comments.

To facilitate model pretraining and fine-tuning, the dataset also provides derived versions designed for auxiliary tasks:





Dual Identifier Tagging (DIT)




Dual Masked Identifier Prediction (DMIP)




Masked Span Prediction (MSP)



The dataset is distributed in JSONL (JSON Lines) format and includes standard training, validation, and test splits.Each entry contains an input field (ADL snippet or masked/tagged snippet) and a target field (corresponding natural language comment or prediction target).

This resource is intended to serve as a benchmark for developing and evaluating sequence-to-sequence models such as T5 and CodeT5 in the context of software architecture comprehension.
DOI: 10.15468/dl.jpzysa
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Saxifraga rosacea",
 "Country is Norway",
 "HasCoordinate is true"
 ]
}

 The dataset includes 44 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044001-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d3k5g9
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Saxifraga rosacea",
 "Country is Switzerland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 23 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044002-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/oad399
title: Replication Data for: "Hug Fans or Follow Celebrities? How Nationalism Is Reinforced on Chinese Social Media"

description: This dataverse contains the original data contents, processed data, and analysis code.
DOI: 10.26023/ce6j-5r7e-q30g
title: GOES-West Visible Imagery. Version 1.0

description: Gif images from gridded files of the 0.52-0.72 micron visible channel. Radiance values have a spatial resolution of 0.1 x 0.1 degrees. Images are at 0000 UTC.
DOI: 10.15468/dl.vkp3f5
title: Occurrence Download

description: A dataset containing 1125356 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2025-08-08",
 "EventDate is less than or equal to 2025-09-07",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 },
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1125356 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043981-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/7z8x-5c2p-qm13
title: GOES-West Water Vapor Imagery. Version 1.0

description: Gif images from gridded files of (upper-level) water vapor 6.7 micron channel. Radiance values have a spatial resolution of 0.1 x 0.1 degrees. Images are at 0000 UTC.
DOI: 10.15468/dl.553hzt
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044003-250920141307145/datasets/export for details.
DOI: 10.34740/kaggle/dsv/13253920
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.3etuph
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Convolvulus sabatius",
 "Country is Greece",
 "HasCoordinate is true"
 ]
}

 The dataset includes 12 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044004-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/day3-450e-w614
title: PACS: DMSP SSM/I Monthly Averages Cloud Liquid Water. Version 1.0

description: Gif images of gridded monthly averages of cloud liquid water from all available satellites (including F10, F11, F13 and F14). The data are gridded into 0.5 x 0.5 degree latitude / longitude extending from 60N to 60S.