cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.28nket
title: Occurrence Download

description: A dataset containing 370 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepidium cuneiforme C.Y.Wu"
 ]
}

 The dataset includes 370 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063250-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nesv6y
title: Occurrence Download

description: A dataset containing 381 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Perimyotis subflavus (F.Cuvier, 1832)",
 "Year 1997-2020"
 ]
}

 The dataset includes 381 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0127210-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.86wz25
title: Occurrence Download

description: A dataset containing 510883 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Piaya cayana (Linnaeus, 1766)"
 ]
}

 The dataset includes 510883 records from 480 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063225-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eff5yg
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Felis bieti Milne-Edwards, 1892"
 ]
}

 The dataset includes 7 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017171-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x9c4u6
title: Occurrence Download

description: A dataset containing 4246 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepidium fremontii S.Watson"
 ]
}

 The dataset includes 4246 records from 112 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063294-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e32cvs
title: Occurrence Download

description: A dataset containing 109 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heliothis adaucta Butler, 1878"
 ]
}

 The dataset includes 109 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0127214-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uicorq
title: Occurrence Download

description: A dataset containing 4217 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ficus citrifolia Mill."
 ]
}

 The dataset includes 4217 records from 148 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000686-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fpe2z9
title: Occurrence Download

description: A dataset containing 155 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hippocamelus antisensis (d'Orbigny, 1834)"
 ]
}

 The dataset includes 155 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0127204-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ysirn6
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ficus clusiaefolia Schott ex Sprengel"
 ]
}

 The dataset includes 42 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000687-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wfvxte
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepidium filicaule C.L.Hitchc."
 ]
}

 The dataset includes 14 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063282-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tnmnmn
title: Occurrence Download

description: A dataset containing 16214 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Piper aduncum L."
 ]
}

 The dataset includes 16214 records from 432 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063304-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.knzs9g
title: Occurrence Download

description: A dataset containing 932 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ficus eximia Schott"
 ]
}

 The dataset includes 932 records from 74 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000690-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4g5tz3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phryne gesneri Bubani"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045970-220831081235567/datasets/export for details.
DOI: 10.15468/dl.cyc5u8
title: Occurrence Download

description: A dataset containing 738 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepidium foliosum Desv."
 ]
}

 The dataset includes 738 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063292-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zoyxro
title: Occurrence Download

description: A dataset containing 3457 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Syzygium cumini (L.) Skeels"
 ]
}

 The dataset includes 3457 records from 187 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000696-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bkek4q
title: Occurrence Download

description: A dataset containing 312 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pinus nigra J.F.Arnold",
 "Geometry POLYGON((-4.57907617500001 39.884719509, -4.57907617500001 41.165844755, -3.05298331400002 41.165844755, -3.05298331400002 39.884719509, -4.57907617500001 39.884719509))"
 ]
}

 The dataset includes 312 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003044-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25921/wfzk-ex71
title: Marsh vertical accretion, sediment grain size, and Be-7 activity in Coos Bay (Oregon, USA) from 20110101 to 20220330 (NCEI Accession 0291012)

description: Sediment cores were collected approximately monthly at six locations in tide flats across the Coos estuary (Oregon, USA). Between January 2021 and March 2022, 4 to 11 cores were taken at each site. Cores were collected using a ~15 cm length of aluminum pipe (~10 cm diameter) that was pushed into the tide flat and dug out with a trowel. Cores were then extruded into 1-cm increments and analyzed for grain-size distribution and Be-7 activity on select intervals.

Between 2011 and 2022, feldspar marker horizons were established at study sites in high and low marshes by placing a thick layer of powdered feldspar onto the marsh surface. Each study site includes three feldspar plots. Approximately annually after plot establishment, small square cores were cut out of the marsh within each feldspar plot using a serrated knife. The distance from the marsh surface to the top of the feldspar layer was measured on all four sides of the core. This process was repeated for each of the three feldspar plots per study site. All 12 measurements (3 cores x 4 sides per core) were averaged to produce a single vertical accretion value per site. Study sites with at least five measurements of vertical accretion in the 5-12 years following feldspar marker horizon plot installation were used to calculate mean vertical accretion rate (linear best-fit).

The files provided include one csv of marker horizon metadata (latitude, longitude, wetland type, plot installation date) and mean vertical accretion rate; one csv of marker horizon data (sample date, surface height above marker horizon); one csv of median grain size; and one csv of Be-7 activity.
DOI: 10.25921/ykms-s483
title: Commercial Fishery Effort and Fishery Landing Model Estimates along the West Coast of the US from 2010-01-01 to 2017-12-31 (NCEI Accession 0291013)

description: Data set includes analyses of vessel tracking data from NOAA Vessel Monitoring System (VMS) from 2010 to 2017 to generate high-resolution spatio-temporal estimates of contemporary fishing effort across a wide range of commercial fisheries along the entire US West Coast. For commercial groundfish fisheries operating in federal waters in California, the data combined VMS data with landings data from California commercial fisheries landings receipts to generate highly resolved estimates of landings.
DOI: 10.15468/dl.vb9yar
title: Occurrence Download

description: A dataset containing 36396 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Reef Life Survey: Cryptic Fish",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 36396 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003049-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/tdd7kv
title: PELD-ELPA | Phytoplankton and water quality parameters in the Patos Lagoon estuary and adjacent marine coast

description: Phytoplankton and water quality parameters are analyzed monthly since 1993 at two stations in the Patos Lagoon Estuary and at one station in the surf zone of the adjacent Cassino Beach. This data series provides unique long-term information enabling the evaluation of natural and anthropic impacts in the estuarine and coastal region in southern Brazil.
DOI: 10.15468/dl.8het8t
title: Occurrence Download

description: A dataset containing 226 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Sweden",
 "OccurrenceStatus is Present",
 "TaxonKey is Thrips tabaci Lindeman, 1889"
 ]
}

 The dataset includes 226 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003051-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.26867224
title: Two-tone suppression between the ultrasounds above and within the hearing range in mice

description: Experimental data in the paper entitled "Two-tone suppression between the ultrasounds above and within the hearing range in mice"
DOI: 10.15468/dl.g8xce7
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Croatia",
 "OccurrenceStatus is Present",
 "TaxonKey is Clanga clanga (Pallas, 1811)"
 ]
}

 The dataset includes 50 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003052-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xazkjd
title: Occurrence Download

description: A dataset containing 898 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Corylopsis multiflora Hance"
 ]
}

 The dataset includes 898 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003050-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.11588/data/teyeg6
title: Modular synthetic strategies for dipyrrolopyrazines [data]

description: Herein we describe the synthesis of dipyrrolopyrazines via a tandem-Sonogashira coupling with subsequent direct cyclisation of the resulting bisalkynes. The key precursor, di-tert-butyl (3,6-dichloropyrazine-2,5-diyl)dicarbamate, can be easily obtained on a large scale. Bidirectional cross-couplings yield either the diyne or dipyrrolopyrazine scaffolds selectively. When the intermediate bisalkynes are cyclised with IPrAuNTf2, an in situ deprotection of the Boc-group is observed, giving access to the N-unsubstituted dipyrrolopyrazines. Functionalisation of the pyrrolo-CH or NH-moiety allows further adjustment of solubility, processability and optoelectronic properties. Photophysical studies demonstrate remarkable stability and high quantum yields.
DOI: 10.25921/9m27-m532
title: POSITION - GEOGRAPHIC collected from CARTHE surface drifter in South Atlantic Ocean from 20230306 to 20230727 (NCEI Accession 0301712)

description: We deployed 200 CARTHE surface drifters drogued at 0.60 m depth. The sampling rate was set to every 10 minutes, giving theoretical battery life expectancy of more than 3 months. The GPS signal was very good despite constant difficult weather (winds and waves).

The deployments followed a radiator pattern consisting of 4 12km-long lines aligned with the wind and separated by 3.5 km. We dropped 4 nodes of 3 drifters per line, separated by 0.5km, 1 km, and 2 km. This set up was chosen to provide synoptic and isotropic sampling of the submesoscale range and minimize the deployment time from a single ship. It took 3 to 4 hours at full speed (8 to 12 knots) to complete a deployment depending on conditions. The location for each deployment was determined based on analysis of the most recent SSH and SST fields available, as well as shipboard ADCP plots, TSG transects, and weather forecasts (ECMWF).
DOI: 10.15468/dl.679zbd
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantago alpina L.",
 "Geometry POLYGON((-4.57907617500001 39.884719509, -4.57907617500001 41.165844755, -3.05298331400002 41.165844755, -3.05298331400002 39.884719509, -4.57907617500001 39.884719509))"
 ]
}

 The dataset includes 34 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003053-250221090833381/datasets/export for details.
DOI: 10.15468/dl.zfszrg
title: Occurrence Download

description: A dataset containing 867 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Quercus ilex L.)",
 "Country is one of (Spain)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 867 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003054-250221090833381/datasets/export for details.
DOI: 10.15468/w54u5y
title: PELD - ELPA | Daily data of water temperature and salinity in the Patos Lagoon estuary in southern Brazil

description: Daily records of salinity and water temperature (ºC) were registered in a shallow estuarine area at Saco do Arraial embayment.
DOI: 10.15468/dl.jkmrex
title: Occurrence Download

description: A dataset containing 2403 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ateles paniscus (Linnaeus, 1758)"
 ]
}

 The dataset includes 2403 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003055-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.brtp5v
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Platanthera bifolia (L.) Rich.",
 "Geometry POLYGON((-4.57907617500001 39.884719509, -4.57907617500001 41.165844755, -3.05298331400002 41.165844755, -3.05298331400002 39.884719509, -4.57907617500001 39.884719509))"
 ]
}

 The dataset includes 62 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003057-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b2jtxf
title: Occurrence Download

description: A dataset containing 34409 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "TaxonKey is Aquila adalberti C.L.Brehm, 1861"
 ]
}

 The dataset includes 34409 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003056-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.krjy3s
title: Occurrence Download

description: A dataset containing 4058 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Polystictus pectoralis (Vieillot, 1817)"
 ]
}

 The dataset includes 4058 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003059-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17866/rd.salford.9587189
title: ReadMe_v2_Harvard_British_English_recording_2019

description: A detailed overview of the new, high-quality digital audio recording and processing of the HARVARD speech corpus in its entirety (720 sentences) by a female native British English speaker. Generated: December 2018 at the Univesity of Salford. <br>.txt file updated 13 August 2019 (v2 of https://doi.org/10.17866/rd.salford.7857755.v1)
DOI: 10.17866/rd.salford.9587189.v1
title: ReadMe_v2_Harvard_British_English_recording_2019

description: A detailed overview of the new, high-quality digital audio recording and processing of the HARVARD speech corpus in its entirety (720 sentences) by a female native British English speaker. Generated: December 2018 at the Univesity of Salford. <br>.txt file updated 13 August 2019 (v2 of https://doi.org/10.17866/rd.salford.7857755.v1)
DOI: 10.15468/dl.53kscx
title: Occurrence Download

description: A dataset containing 203874 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Occurrence evidence)",
 "Continent is Africa",
 "Geometry POLYGON((-30.77463 1.15261,16.94334 1.15261,16.94334 31.35093,-30.77463 31.35093,-30.77463 1.15261))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (VU, EN, CR, NT)",
 "OccurrenceStatus is Present",
 "Year 2000-2025"
 ]
}

 The dataset includes 203874 records from 317 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003009-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ab7wvv
title: Occurrence Download

description: A dataset containing 117 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "TaxonKey is Panthera uncia (Schreber, 1775)"
 ]
}

 The dataset includes 117 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003058-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14917335
title: Experiment data for metaheuristic search behaviour calculation

description: Contains experiment data for six simple variations of particle swarm optimisation (PSO) algorithms, run on 18 benchmark functions. For use in a research paper (to be published). Use of this data is given in the supplementary material of the paper. In short, it contains data collected during the optimisation process that is intended to calculate search behaviour indicators. The indicators can be compared in reference to the different PSOs, which have specific differences that should be reflected in the search behaviour indicators. Based on whether these differences can be observed in the search behaviour indicators, it can be determined whether the indicators are effective.



Instructions: 





Once decompressed (tar -xvzf raw_results.tar.gz), the folder structure is as follows:

<experiment_name>/<problem dimension>/<population size>/<iterations>/<benchmark function>/<PSO>/<control parameters>/<run>/

Inside each of these folders, is a number of files for the calculation of search behaviour indicators. The GitHub repository linked below details how these are used to calculate indicators.
DOI: 10.5281/zenodo.14917336
title: Experiment data for metaheuristic search behaviour calculation

description: Contains experiment data for six simple variations of particle swarm optimisation (PSO) algorithms, run on 18 benchmark functions. For use in a research paper (to be published). Use of this data is given in the supplementary material of the paper. In short, it contains data collected during the optimisation process that is intended to calculate search behaviour indicators. The indicators can be compared in reference to the different PSOs, which have specific differences that should be reflected in the search behaviour indicators. Based on whether these differences can be observed in the search behaviour indicators, it can be determined whether the indicators are effective.



Instructions: 





Once decompressed (tar -xvzf raw_results.tar.gz), the folder structure is as follows:

<experiment_name>/<problem dimension>/<population size>/<iterations>/<benchmark function>/<PSO>/<control parameters>/<run>/

Inside each of these folders, is a number of files for the calculation of search behaviour indicators. The GitHub repository linked below details how these are used to calculate indicators.
DOI: 10.5281/zenodo.14917496
title: OP1

description: OP
DOI: 10.4228/zalf-ae4z-rzd0
title: Soil profile 'BERL_03'