cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.84cdc7
title: Occurrence Download

description: A dataset containing 107 records in GBIF matching the query:
SELECT "year", GBIF_EEARGCode( 1000, decimalLatitude, decimalLongitude, COALESCE(coordinateUncertaintyInMeters, 1000) ) AS eeaCellCode, classKey, class, genusKey, genus, COUNT(*) AS occurrences, MIN(COALESCE(coordinateUncertaintyInMeters, 1000)) AS minCoordinateUncertaintyInMeters, MIN(GBIF_TemporalUncertainty(eventDate, null)) AS minTemporalUncertainty FROM occurrence WHERE occurrenceStatus = 'PRESENT' AND genusKey IN (2284443, 2202786, 2161911, 2161467, 7652364, 2176168, 3092125, 2771094, 8782549, 2457378, 2453882, 2457825, 2454645, 2465626, 2466496, 2459675, 2444141, 2444221, 2447418, 2441658, 2442664, 3266899, 2473221, 2445496, 5221394, 2443339, 4553469) AND countrycode = 'BE' AND "year" &gt;= 1900 AND hasCoordinate = TRUE AND genusKey IS NOT NULL 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 COALESCE(coordinateUncertaintyInMeters, 1000) &lt;= 10000 GROUP BY "year", eeaCellCode, classKey, class, genusKey, genus ORDER BY "year" DESC, eeaCellCode ASC, genusKey ASC;

 The dataset's 107 records were derived from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035875-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hr98m8
title: Occurrence Download

description: A dataset containing 102 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aurelia solida)",
 "Continent is Europe",
 "HasCoordinate is true"
 ]
}

 The dataset includes 102 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035913-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5065/d6fb5189
title: NCAR/NSF C-130 Temperature, Dew Point, Liquid Water and Cloud Concentration Research Product Imagery. Version 1.0

description: This data set consists of four types of png files: Temperature, Dew Point, Liquid Water and Cloud Concentration plots for the period and area of the VOCALS project.
DOI: 10.15468/dl.mc6d8v
title: Occurrence Download

description: A dataset containing 41283 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((5.63218 51.94908,5.70301 51.94908,5.70301 51.99086,5.63218 51.99086,5.63218 51.94908))",
 "HasGeospatialIssue is false",
 "Year 2015-2025"
 ]
}

 The dataset includes 41283 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035912-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5065/d69k48jk
title: NCAR/NSF C-130 Navigation, State Parameter, and Microphysics HRT (25 sps) Data. Version 1.0

description: This dataset contains airborne measurements obtained from the NSF/NCAR Research Aviation Facility (RAF) C-130Q Hercules aircraft (Tail Number N130AR) during the VAMOS Ocean Cloud Atmosphere Land Study (VOCALS) which runs 15 Oct - 15 Nov 2008. This data set contains the High-Rate (HRT, 25 sps) production data merged with CVI and FO3 data.
DOI: 10.13140/rg.2.2.27915.81445
title: ant public event
DOI: 10.15468/dl.wgs2cv
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035914-250920141307145/datasets/export for details.
DOI: 10.5065/d65t3hsd
title: Forward-Looking Digital Camera Movies with data - Final. Version 1.0

description: During HIPPO-1, the GV_N677F flew a forward looking digital camera for in-flight video capture. Individual photo jpeg images were captured once per second during flights. Images taken after dark have been stripped from this archive. Remaining images were processed to include production data along the right side of the image and converted to Quicktime movie files. The movies are h.264 codec playable with Quicktime (Mac and Windows), xine, (linux) and mplayer (many platforms). The original images are 1024x768 pixels and were recorded at 1 frame/second. The movies are set to play back at 512x384 pixels and 15 fps. Note: The camera was not operating during RF09, ceased recording about 20min after takeoff for RF06, and did not start working until RF07 was nearly over.
DOI: 10.34740/kaggle/dsv/13225546
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.13140/rg.2.2.24140.94084
title: Comparative Evaluation of Trump and Biden's Administrative and Economic Policies
DOI: 10.15468/dl.7zk29d
title: Occurrence Download

description: A dataset containing 146428 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Restionaceae"
 ]
}

 The dataset includes 146428 records from 168 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035809-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5065/d6222s3v
title: Forward-Looking Digital Camera Imagery. Version 1.0

description: During HIPPO-1, the GV_N677F flew a forward looking digital camera for in-flight video capture. Individual photo jpeg images were captured once per second during flights. Images taken after dark have been stripped from this archive. The remaining images have been combined into hour long tarfiles running from zero minutes zero seconds (or the start time of the first file) to 23 minutes 59 seconds (or the end time of the last file) after each hour. Note that the first and last tarfile for each flight will contain less than a full hour of imagery. Directory files returned with each order give the contents of each corresponding tar file.
DOI: 10.5281/zenodo.14881562
title: Dataset for "Determining species-specific thresholds to improve precision in passive acoustic monitoring"

description: Data repository for 10.1016/j.ecoinf.2025.103423

Short Abstract: Automatic and AI-driven species identification is a powerful tool for analysing acoustic data, but its precision varies widely between species, posing a major challenge for reliable monitoring. Species-specific thresholds offer a solution by optimizing model performance for each individual species. Using Alpine birds as a case study and an expert-annotated dataset of 25 hours and 17,737 bird sounds, we provide 72 species-specific thresholds for filtering detections from BirdNET (a widely used sound identification software). The thresholds were calculated with a binomial logistic regression, using BirdNET identification scores as a predictor and the binary annotation (species present or not within the recording) as outcome. Thresholds significantly enhanced precision of the identification model, making them efficient and practical tools for passive acoustic monitoring. This approach could greatly benefit similar monitoring schemes as it could be replicated and applied over different systems and taxa, leading to a significant reduction in time taken to process large amounts of acoustic data.
DOI: 10.5281/zenodo.14881563
title: Dataset for "Determining species-specific thresholds to improve precision in passive acoustic monitoring"

description: Data repository for 10.1016/j.ecoinf.2025.103423

Short Abstract: Automatic and AI-driven species identification is a powerful tool for analysing acoustic data, but its precision varies widely between species, posing a major challenge for reliable monitoring. Species-specific thresholds offer a solution by optimizing model performance for each individual species. Using Alpine birds as a case study and an expert-annotated dataset of 25 hours and 17,737 bird sounds, we provide 72 species-specific thresholds for filtering detections from BirdNET (a widely used sound identification software). The thresholds were calculated with a binomial logistic regression, using BirdNET identification scores as a predictor and the binary annotation (species present or not within the recording) as outcome. Thresholds significantly enhanced precision of the identification model, making them efficient and practical tools for passive acoustic monitoring. This approach could greatly benefit similar monitoring schemes as it could be replicated and applied over different systems and taxa, leading to a significant reduction in time taken to process large amounts of acoustic data.
DOI: 10.5281/zenodo.17206808
title: Ice water fraction (IWF) dataset from July 1983 to December 2009 reconstructed using the Light Gradient Boosting (LGBM) machine learning scheme

description: The dataset consists of Ice water fraction (IWF) data from July 1983 to December 2009, reconstructed using the Light Gradient Boosting (LGBM) machine learning scheme and datasets such as ISCCP, CloudSat, and ERA5, aiming to obtain more accurate historical cloud water information. It includes the reconstructed IWF as well as the IWF from CloudSat and ISCCP for comparison, with a resolution consistent with the ISCCP-D2 product.

Note: The latitudes and longitudes in the dataset are the original coordinates extracted from the ISCCP-D2 product, without any further processing.
DOI: 10.5281/zenodo.17206809
title: Ice water fraction (IWF) dataset from July 1983 to December 2009 reconstructed using the Light Gradient Boosting (LGBM) machine learning scheme

description: The dataset consists of Ice water fraction (IWF) data from July 1983 to December 2009, reconstructed using the Light Gradient Boosting (LGBM) machine learning scheme and datasets such as ISCCP, CloudSat, and ERA5, aiming to obtain more accurate historical cloud water information. It includes the reconstructed IWF as well as the IWF from CloudSat and ISCCP for comparison, with a resolution consistent with the ISCCP-D2 product.

Note: The latitudes and longitudes in the dataset are the original coordinates extracted from the ISCCP-D2 product, without any further processing.
DOI: 10.13140/rg.2.2.36199.56485
title: From Atoms to Organisms_A Systemic History.mp4
DOI: 10.13140/rg.2.2.10614.31046
title: A_Third_Pillar_for_the_Natural_Sciences.mp4
DOI: 10.15468/dl.aaydn9
title: Occurrence Download

description: A dataset containing 41234 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pinus nigra salzmannii"
 ]
}

 The dataset includes 41234 records from 130 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035916-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5065/d6x928n0
title: HIPPO: NCAR GV (HIAPER) Low Rate (LRT - 1 sps) Navigation, State Parameter, and Microphysics Flight-Level Data. Version 5.0

description: This dataset includes low rate navigation, state parameter, and microphysics flight-level data collected by the NCAR GV during HIPPO. The data are in NetCDF format and are available for 11 flights.
DOI: 10.15468/dl.ak5t6p
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is DEU.11_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Myriophyllum aquaticum",
 "Year 2019-2025"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035917-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.30537.25443
title: In vitro validation of in silico-selected targets for PCR detection of genus Mycobacterium and species M. marinum- primer blast results
DOI: 10.5281/zenodo.17225833
title: Dumps and data for 'Converged simulations of the nozzle shock in tidal disruption events'

description: dump_0l_10M.zip - Binary hydrodynamic simulation dumps of the original 10M particles, i.e. 0 levels of APR refinement

dump_2l.zip - Binary hydrodynamic simulation dumps with 2 levels of APR refinement

dump_4l.zip - Binary hydrodynamic simulation dumps with 4 levels of APR refinement

dump_8l.zip - Binary hydrodynamic simulation dumps with 8 levels of APR refinement

dump_12l.zip - Binary hydrodynamic simulation dumps with 12 levels of APR refinement

dump_16l.zip - Binary hydrodynamic simulation dumps with 16 levels of APR refinement

angular beam data.zip 



beam0xx - Particle data within angular beam 0xx; first row is no. of particles; rest lines are 'specific thermal energy', 'specific kinetic energy', 'thermal/kinetic'

nozzle01xx - mean/median themal/kinetic energy within each angular beam of the simulation dump dump001xx, with corresponding standard deviations

nozzletot - mean/median themal/kinetic energy within each angular beam accounting last four of the simulation dumps (as described in Appendix B), with corresponding standard deviations
DOI: 10.5281/zenodo.17225834
title: Dumps and data for 'Converged simulations of the nozzle shock in tidal disruption events'

description: dump_0l_10M.zip - Binary hydrodynamic simulation dumps of the original 10M particles, i.e. 0 levels of APR refinement

dump_2l.zip - Binary hydrodynamic simulation dumps with 2 levels of APR refinement

dump_4l.zip - Binary hydrodynamic simulation dumps with 4 levels of APR refinement

dump_8l.zip - Binary hydrodynamic simulation dumps with 8 levels of APR refinement

dump_12l.zip - Binary hydrodynamic simulation dumps with 12 levels of APR refinement

dump_16l.zip - Binary hydrodynamic simulation dumps with 16 levels of APR refinement

angular beam data.zip 



beam0xx - Particle data within angular beam 0xx; first row is no. of particles; rest lines are 'specific thermal energy', 'specific kinetic energy', 'thermal/kinetic'

nozzle01xx - mean/median themal/kinetic energy within each angular beam of the simulation dump dump001xx, with corresponding standard deviations

nozzletot - mean/median themal/kinetic energy within each angular beam accounting last four of the simulation dumps (as described in Appendix B), with corresponding standard deviations
DOI: 10.13140/rg.2.2.31376.11527
title: A Nature Masterclasses online course: Focus on Peer Review [Certificate of Course Completion]
DOI: 10.13140/rg.2.2.33053.83687
title: Orthetrum cancellatum Dunakeszi
DOI: 10.15468/dl.u2bjtj
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bischofia javanica",
 "Country is Cook Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035918-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.24245.79841
title: Quick Tsunami Modeling of the M8.8 - 2025 Kamchatka Peninsula Event
DOI: 10.5065/d6sn0783
title: HIPPO: NCAR GV (HIAPER) Low Rate (LRT - 1 sps) Navigation, State Parameter, and Microphysics Flight-Level Data - NASA AMES format. Version 5.0

description: This dataset includes low rate navigation, state parameter, and microphysics flight-level data collected by the NCAR GV during HIPPO. The data are in NASA Ames format and are available for 11 flights.
DOI: 10.13140/rg.2.2.34312.12802
title: Researcher Academy Research design Certificate of Excellence by Researcher Academy Elsevier
DOI: 10.13140/rg.2.2.25923.52008
title: Certificate of Recognition awarded to El Mahdi Bouabdalli for their valuable contribution to The European Physical Journal Plus at Springer.
DOI: 10.15468/dl.kcarf6
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bischofia javanica",
 "Country is Tonga",
 "HasCoordinate is true"
 ]
}

 The dataset includes 11 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035919-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.11702.20805
title: Accompanying Panel Discussion "Issues of Autonomous Control": A Digest of Informal Summer Meetings, July 2025
DOI: 10.5065/d6nv9gk8
title: HIPPO: Flight Tracks - Google Earth .kml files. Version 5.0

description: This dataset includes Google Earth .kml files recorded by the NCAR GV during HIPPO. The data are available for 11 flights.
DOI: 10.15468/dl.uxwngx
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Egypt",
 "Geometry POLYGON((29.28539 11.12483,46.79122 11.12483,46.79122 27.5711,29.28539 27.5711,29.28539 11.12483))",
 "HasGeospatialIssue is false",
 "TaxonKey is Sphyrna mokarran",
 "Year 1969-2025"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035921-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.12121.63848
title: A Python Toolkit for Advanced 3D Characterization of Porous Media from Micro-CT Images .IPYNB
DOI: 10.5281/zenodo.15793581
title: Micro-CT images of sedimentary rock cores from Cyprus

description: This dataset contains raw micro-CT images acquired from carbonate and sandstone core plugs collected from different locations in Cyprus . The folder names reflects the name of the rock cores. The scans were acquired using a Philips Brilliance iCT 256-slice scanner, a system typically used for imaging dense and fine anatomical structures such as nasal and ear bones.

The CT images have a spatial resolution of 15 micrometers (µm), enabling detailed analysis of pore structures and grain-scale features. These high-resolution scans were used to construct 3D digital rock models that support the findings presented in Sharanik et al. (2025).

The dataset includes unprocessed image stacks suitable for segmentation, numerical simulation, and digital rock physics workflows.
DOI: 10.5281/zenodo.15793582
title: Micro-CT images of sedimentary rock cores from Cyprus

description: This dataset contains raw micro-CT images acquired from carbonate and sandstone core plugs collected from different locations in Cyprus . The folder names reflects the name of the rock cores. The scans were acquired using a Philips Brilliance iCT 256-slice scanner, a system typically used for imaging dense and fine anatomical structures such as nasal and ear bones.

The CT images have a spatial resolution of 15 micrometers (µm), enabling detailed analysis of pore structures and grain-scale features. These high-resolution scans were used to construct 3D digital rock models that support the findings presented in Sharanik et al. (2025).

The dataset includes unprocessed image stacks suitable for segmentation, numerical simulation, and digital rock physics workflows.
DOI: 10.5281/zenodo.16793543
title: Supplementary Material for "Comparative Structural Analysis of IS21 Transposition Complexes using Cryo-EM and AlphaFold3"

description: Supplementary material comprising two folders: one including the cryo-EM-resolved experimental structures (cryo-EM) and the other containing all the predictions generated using the AlphaFold 3 (AF3) server (AF3_models), which underpin all the results presented in the article entitled "Comparative Structural Analysis of IS21 Transposition Complexes using Cryo-EM and AlphaFold3" from Spinola-Amilibia M., Rizzuto I. and Arias-Palomo E.
DOI: 10.5281/zenodo.16793544
title: Supplementary Material for "Comparative Structural Analysis of IS21 Transposition Complexes using Cryo-EM and AlphaFold3"

description: Supplementary material comprising two folders: one including the cryo-EM-resolved experimental structures (cryo-EM) and the other containing all the predictions generated using the AlphaFold 3 (AF3) server (AF3_models), which underpin all the results presented in the article entitled "Comparative Structural Analysis of IS21 Transposition Complexes using Cryo-EM and AlphaFold3" from Spinola-Amilibia M., Rizzuto I. and Arias-Palomo E.
DOI: 10.13140/rg.2.2.34770.88009
title: circular economy facility
DOI: 10.15468/dl.v6g8gg
title: Occurrence Download

description: A dataset containing 786375 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Equisetum arvense)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 786375 records from 2645 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035895-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qbaq5f
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Colección de Referencia de Poríferos del Museo de Ciencias de la Universidad El Bosque"
 ]
}

 The dataset includes 61 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046419-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vz1e4p
title: Occurrence Download

description: A dataset containing 412 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Echeveria secunda Booth ex Lindl."
 ]
}

 The dataset includes 412 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003381-171124123535762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hnrdcl
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "CatalogNumber" : [
 "is Bird.27847588"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003709-181003121212138/datasets/export for details.
DOI: 10.15468/dl.8mc7s5
title: Occurrence Download

description: A dataset containing 8129 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is New Mexico Museum of Natural History and Science (NMMNHS) Insect specimens (Arctos)"
 ]
}

 The dataset includes 8129 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046460-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y4bmdu
title: Occurrence Download

description: A dataset containing 363 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ficus insipida Willd.",
 "Country is Colombia"
 ]
}

 The dataset includes 363 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003382-150528172251762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.