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

description: A dataset containing 1214013 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 "year",
 IF(ISNULL(kingdomkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY kingdomkey, "year")) kingdomcount,
 IF(ISNULL(phylumkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY phylumkey, "year")) phylumcount,
 IF(ISNULL(classkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY classkey, "year")) classcount,
 IF(ISNULL(orderkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY orderkey, "year")) ordercount,
 IF(ISNULL(familykey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY familykey, "year")) familycount,
 IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey, "year")) genuscount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 occurrence.basisofrecord IN ('LIVING_SPECIMEN', 'OCCURRENCE', 'HUMAN_OBSERVATION', 'PRESERVED_SPECIMEN')
 AND occurrence.countrycode = 'US'
 AND (occurrence."year" &gt;= 2000 AND occurrence."year" &lt;= 2025)
 AND occurrence.hasgeospatialissues = FALSE
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND occurrence.occurrencestatus = 'PRESENT'
 AND (occurrence.specieskey IS NOT NULL AND occurrence."year" IS NOT NULL)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 occurrence."year"

 The dataset's 1214013 records were derived from 2381 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003038-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/11995145
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.15544858
title: Library Automation Software A Study
DOI: 10.5281/zenodo.15544859
title: Library Automation Software A Study
DOI: 10.15468/dl.zp7qeu
title: Occurrence Download

description: A dataset containing 1086 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Gleditsia sinensis Lam."
 ]
}

 The dataset includes 1086 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006595-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57830/2314536
title: Field data for the Vegetation Mapping Inventory Project of Fossil Butte National Monument - Open Format Data Package

description: These data were converted from the originally delivered Microsoft Access PLOTs database from the Vegetation Mapping Inventory Project of Fossil Butte National Monument.  These comma-delimited data tables contain(s) vegetation mapping plot classification and accuracy assessment data, as well as summary information about the data itself. If a table is empty, then it was empty in the original database.
DOI: 10.57830/2314538
title: Field data for the Vegetation Mapping Inventory Project of Fort Caroline National Memorial - Open Format Data Package

description: These data were converted from the originally delivered Microsoft Access PLOTs database from the Vegetation Mapping Inventory Project of Fort Caroline National Memorial.  These comma-delimited data tables contain(s) vegetation mapping plot classification and accuracy assessment data, as well as summary information about the data itself. If a table is empty, then it was empty in the original database.
DOI: 10.15468/dl.jsu6v3
title: Occurrence Download

description: A dataset containing 174 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sonchus asper (L.) Hill"
 ]
}

 The dataset includes 174 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013603-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4a6hug
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lessingianthus robustus (Rusby) H.Rob."
 ]
}

 The dataset includes 52 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009723-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rgkn37
title: Occurrence Download

description: A dataset containing 2006 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Flaveria bidentis (L.) Kuntze"
 ]
}

 The dataset includes 2006 records from 129 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009722-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5066/p14ewyme
title: Post-Wildfire Debris-Flow Hazard Assessment (PWFDF) Collection

description: Wildfire can substantially alter the hydrologic response of watersheds to rainfall, and debris-flow activity is among the most destructive consequences of these events. To assist federal, state, and local agencies in planning for postfire hazards, the U.S. Geological Survey conducts debris-flow hazard assessments for recent wildfires. This collection contains the results of those assessments since 2025. Each child item holds the results for a given version of a hazard assessment. The data map the likelihood and potential volume of debris flows across the burn area for a series of design rainstorms. The data also include estimates of the rainfall rates required to trigger debris flows. Assessment results are generally representative of the conditions immediately after the fire; however, additional versions of the hazard assessment are available for some fires. These additional versions may represent preliminary assessments before the fire is fully contained and/or a reassessment of the hazard after one or more years of postfire vegetation recovery. The files, data fields, and metadata included in each assessment strictly conform to the PWFDF Data Specification. You can find archived versions of all current and historical versions of the data specification here: https://ghsc.code-pages.usgs.gov/lhp/ocelote/data-spec/archive/index Collected hazard assessments are typically produced via the Landslide Hazards Program's ocelote codebase. The source code for the codebase is available here: https://code.usgs.gov/ghsc/lhp/ocelote
DOI: 10.15468/dl.ccmaxq
title: Occurrence Download

description: A dataset containing 6171 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Atelidae"
 ]
}

 The dataset includes 6171 records from 264 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007060-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15090240
title: The countrywide historical gravity dataset of Lithuanian territory

description: The historical gravity dataset of Lithuania consists of two files: data of second and third order gravimetric network as well as data of gravity survey. Raw data were collected by digitising the paper catalogues of gravimetric network stations and sheets of gravimetric map at a scale 1:200000. Gravity data set covers total territory of Lithuania (65 thousand square km). Initially the gravity data were in Potsdam gravity system, geodetic coordinates of the gravity points – in the coordinate reference system Pulkovo 1942 (EPSG:2499), and the geodetic heights of gravity points – in the Baltic normal height system of 1977 (EPSG code 5705). In the final countrywide set the gravity data are in the International Gravity Standardization Net of 1971 gravity system, geodetic coordinates – in European Terrestrial Reference System of 1989 coordinate reference system (EPSG:4258), and geodetic heights – in the European Vertical Reference System of 2007 (EPSG:5215). Total number of gravimetric network stations is 123, and total number of gravity survey points is 10660. The data were recorded into files applying DBF (Data Base Format) format: LTU_GNS.DBF - Gravity Network Stations data;LTU_GSP.DBF - Gravity Survey Points data.
DOI: 10.5281/zenodo.18324725
title: The countrywide historical gravity dataset of Lithuanian territory

description: The historical gravity dataset of Lithuania consists of two files: data of second and third order gravimetric network as well as data of gravity survey. Raw data were collected by digitising the paper catalogues of gravimetric network stations and sheets of gravimetric map at a scale 1:200000. Gravity data set covers total territory of Lithuania (65 thousand square km). Initially the gravity data were in Potsdam gravity system, geodetic coordinates of the gravity points – in the coordinate reference system Pulkovo 1942 (EPSG:2499), and the geodetic heights of gravity points – in the Baltic normal height system of 1977 (EPSG code 5705). In the final countrywide set the gravity data are in the International Gravity Standardization Net of 1971 gravity system, geodetic coordinates – in European Terrestrial Reference System of 1989 coordinate reference system (EPSG:4258), and geodetic heights – in the European Vertical Reference System of 2007 (EPSG:5215). Total number of gravimetric network stations is 123, and total number of gravity survey points is 10660. The data were recorded into files applying DBF (Data Base Format) format: LTU_GNS.DBF - Gravity Network Stations data;LTU_GSP.DBF - Gravity Survey Points data.
DOI: 10.15468/dl.2r2fy7
title: Occurrence Download

description: A dataset containing 1131869 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Apis mellifera"
 ]
}

 The dataset includes 1131869 records from 1785 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002147-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e8c4p2
title: Occurrence Download

description: A dataset containing 55054 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Axonopus P.Beauv."
 ]
}

 The dataset includes 55054 records from 650 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012920-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4eqfdq
title: Occurrence Download

description: A dataset containing 82 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Rhododendron monanthum Balf.fil. & W.W.Sm."
 ]
}

 The dataset includes 82 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012943-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11488724
title: Survey of herbaceous communities in St Martin de Londres basin

description: The repository documents the composition of mediterranean herbaceous communities obtained from a survey of 12 sites in St Martin de Londres basin, south of France. It also provides measures of sites environmental condition. Plant sampling took place in 2010 and is described in Ehlers et al. (10.1111/1365-2745.12171). The design involves quadrats with and without wild thyme in each site. The 12 csv files with four-letter names provides species-per-quadrat presence (1) -absence (0) data derived from this sampling. For some plant species, the percentage of cover in quadrats is available (numbers above 1). The envData.csv file contains environmental data independently obtained in a set of sites of St Martin de Londres basin in 2013, some of them matching the plant survey sites.
DOI: 10.15468/dl.aftvcs
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Rhododendron camelliiflorum Hook.fil."
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012942-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57680/asep.0619204
title: Triangulene Dimers Linked via para-Biphenyl Units

description: The dataset contains experimental and theoretical data used to produce the figures for the publication. For each figure, there is a distinct folder (example: Fig1 for Figure 1), where the data is stored. Subfolders contain the raw data for the panels in each figure. Each file is self-explanatory and can be plotted with any usual plotting tool.
DOI: 10.5281/zenodo.15202764
title: Dynamics of Loose Materials and Oscillations of Cylindrical Perforated Sifting Surfaces with Volumetric Riffles

description: The application of cylindrical perforated sifting surfaces with volumetric riffles in vibrocentrifugal machines for separation of loose materials requires the development of methodologies for studying the dynamics of particles in working zones and ensuring structural reliability. The analogy with hydrodynamic models became the basis for mathematical modeling of the movement of loose materials along the sifting surface. The movement of loose material was considered as the movement of a pseudo-liquid medium, which has characteristic parameters such as viscosity, density, porosity, and layer height. The use of volumetric riffle-activators on a perforated sifting surface intensifies the processes of loose medium separating, however, it requires studying their dynamics and reliability of structures. The obtained mathematical expressions for the velocity and flow rate of the medium take into account the design and kinematic parameters of sifting surface, riffle-activators and properties of loose material. To test the obtained mathematical expressions, studies were conducted on sifting surfaces with rectangular holes with riffles of various shapes and sizes. The study also analysed the degree of properties influence of loose materials, using corn and sunflower seed mixtures as an example, on their dynamic indicators. The dynamics of loose medium on cylindrical perforated surfaces with riffle-activators is one of the main tasks for calculating the productivity and quality of the sieve separation process. Obtained appropriate dependencies of technological indicators of perforated vibrating surfaces allowed to establish ranges of variation of their rational ranges of design parameters, including the parameters of riffle-activators. The natural frequencies and shapes have been determined on the basis of numerical and experimental methods, which make it possible to assess the possibility of resonant modes during the operation of cylindrical sifting surfaces. Oscillations depending on its structural and kinematic parameters and properties of loose materials have been studied, which will ensure the reliability and technological durability of the structure of riffled sifting surfaces.
DOI: 10.5281/zenodo.15202765
title: Dynamics of Loose Materials and Oscillations of Cylindrical Perforated Sifting Surfaces with Volumetric Riffles

description: The application of cylindrical perforated sifting surfaces with volumetric riffles in vibrocentrifugal machines for separation of loose materials requires the development of methodologies for studying the dynamics of particles in working zones and ensuring structural reliability. The analogy with hydrodynamic models became the basis for mathematical modeling of the movement of loose materials along the sifting surface. The movement of loose material was considered as the movement of a pseudo-liquid medium, which has characteristic parameters such as viscosity, density, porosity, and layer height. The use of volumetric riffle-activators on a perforated sifting surface intensifies the processes of loose medium separating, however, it requires studying their dynamics and reliability of structures. The obtained mathematical expressions for the velocity and flow rate of the medium take into account the design and kinematic parameters of sifting surface, riffle-activators and properties of loose material. To test the obtained mathematical expressions, studies were conducted on sifting surfaces with rectangular holes with riffles of various shapes and sizes. The study also analysed the degree of properties influence of loose materials, using corn and sunflower seed mixtures as an example, on their dynamic indicators. The dynamics of loose medium on cylindrical perforated surfaces with riffle-activators is one of the main tasks for calculating the productivity and quality of the sieve separation process. Obtained appropriate dependencies of technological indicators of perforated vibrating surfaces allowed to establish ranges of variation of their rational ranges of design parameters, including the parameters of riffle-activators. The natural frequencies and shapes have been determined on the basis of numerical and experimental methods, which make it possible to assess the possibility of resonant modes during the operation of cylindrical sifting surfaces. Oscillations depending on its structural and kinematic parameters and properties of loose materials have been studied, which will ensure the reliability and technological durability of the structure of riffled sifting surfaces.
DOI: 10.15468/dl.b288yk
title: Occurrence Download

description: A dataset containing 3370 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is one of (Spain, Portugal)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Vicia hirsuta (L.) Gray",
 "Year 1950-2025"
 ]
}

 The dataset includes 3370 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011867-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5j3nxz
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Greenland",
 "OccurrenceStatus is Present",
 "TaxonKey is Galearis rotundifolia (Banks ex Pursh) R.M.Bateman"
 ]
}

 The dataset includes 39 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006597-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d778gk
title: Occurrence Download

description: A dataset containing 19143 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Solanum rostratum Dunal"
 ]
}

 The dataset includes 19143 records from 402 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006594-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zr2xb9
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Epitrix cucumeris"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029691-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.22002/w18q6-b9t97
title: Trimodal brain-wide ultrasound imaging of brain-tumor interaction: supporting data and scripts

description: Representative datasets and analysis scripts supporting the main findings of the study "Trimodal brain-wide ultrasound imaging of brain-tumor interaction", by Rabut et al.
All scripts run with Matlab.
DOI: 10.5281/zenodo.15487106
title: Physiological Limb Tremor in Response to Physical Exertion in Healthy Adults: A Systematic Review and Meta-Analysis of Amplitude, Frequency,  and Measurement Methods

description: This dataset supports the systematic review and meta-analysis titled "Physiological Limb Tremor in Response to Physical Exertion in Healthy Adults: A Systematic Review and Meta-Analysis of Amplitude, Frequency, and Measurement Methods".

The review aimed to synthesize experimental evidence on how various forms of physical exertion influence physiological tremor in healthy adults, with a focus on amplitude and frequency characteristics. In addition, the study evaluated the methods used to assess tremor, including measurement tools, signal processing, and recovery protocols.

The uploaded dataset includes:





Supplementary Table S4: A full list of 140 screened studies with bibliographic and methodological information.




Supplementary Table S1: Risk of Bias Assessment based on the JBI Checklist for Quasi-Experimental Studies.




Supplementary Table S2: Certainty of Evidence evaluated using the GRADE framework.




Supplementary Table S3: Summary of study designs, primary outcomes, and measurement devices for the included studies.




PRISMA 2020 flow diagram: Visualization of the study selection process.



Data extraction was performed manually and validated by two independent reviewers using a standardized charting protocol. GRADE certainty assessment was applied to both narrative and meta-analyzed outcomes. The dataset is designed for transparency, traceability, and to facilitate future secondary analysis.

This review followed the PRISMA 2020 guidelines and is registered in the Zenodo repository under DOI: [insert final DOI after publishing]. The meta-analysis was conducted using R (meta package), and all included records are available in the attached supplementary files.