cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.zqdf1m
title: Occurrence Download

description: A dataset containing 650 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-19.75067 23.96118,83.54004 23.96118,83.54004 57.52167,14.09237 57.5869,-19.75067 57.52167,-19.75067 23.96118))",
 "TaxonKey is Erodium acaule (L.) Bech. & Thell."
 ]
}

 The dataset includes 650 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027852-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.67xuj5
title: Occurrence Download

description: A dataset containing 2487 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Mexico",
 "Country is United States of America"
 ]
 },
 "TaxonKey is Tagetes lucida Cav."
 ]
}

 The dataset includes 2487 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001953-190307172214381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.da3wie
title: Occurrence Download

description: A dataset containing 320917 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pteridium aquilinum (L.) Kuhn"
 ]
}

 The dataset includes 320917 records from 719 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001953-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s3epv9
title: Occurrence Download

description: A dataset containing 6790 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Larix laricina (Du Roi) K.Koch"
 ]
}

 The dataset includes 6790 records from 134 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020896-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vs3jfj
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Système d'Information sur la Nature et les Paysages d'Ile de France - Données de la Réserve Naturelle Régionale du Marais de Larchant provenant de la base de donnée du SINP Île-de-France CETTIA"
 ]
}

 The dataset includes 57 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023980-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.okh8ox
title: Occurrence Download

description: A dataset containing 144 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Système d'Information sur la Nature et les Paysages d'Ile de France - Données de la naturaliste Brazzini Florence provenant de la base de donnée du SINP Île-de-France CETTIA"
 ]
}

 The dataset includes 144 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023990-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.msnci9
title: Occurrence Download

description: A dataset containing 319 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Système d'Information sur la Nature et les Paysages d'Ile de France - Données de la structure Département 93 provenant de la base de donnée du SINP Île-de-France CETTIA"
 ]
}

 The dataset includes 319 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024028-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z8dp2g
title: Occurrence Download

description: A dataset containing 634249 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 {
 "or" : [
 "TaxonKey is Dahlstedtia Malme",
 "TaxonKey is Craterispermum Benth.",
 "TaxonKey is Corylus L.",
 "TaxonKey is Cojoba Britton & Rose",
 "TaxonKey is Clausena Burm.f.",
 "TaxonKey is Chaetocarpus Thwaites",
 "TaxonKey is Casuarina L.",
 "TaxonKey is Basselinia Vieill.",
 "TaxonKey is Archidendropsis I.C.Nielsen",
 "TaxonKey is Aphanocalyx Oliv.",
 "TaxonKey is Anthocleista Afzel. ex R.Br.",
 "TaxonKey is Anacolosa (Blume) Blume"
 ]
 },
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 634249 records from 1450 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007145-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/78td-br4z-8a0k
title: CEPEX: GTS Operational Soundings. Version 1.0

description: This dataset contains the mandatory/significant level sounding data taken at CEPEX sounding stations during CEPEX. Sounding schedule was 00 and 12 daily. Data was extracted from the NCAR/SCD GTS database. This dataset includes pressure, temperature, dew point, wind speed, wind direction, and altitude.
DOI: 10.15468/dl.qxnbb2
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Symphytum bulbosum",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 55 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043327-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/sx0e-mdtt-5w10
title: CEPEX: R/V Vickers and Christmas Island Frostpoint/Ozone Soundings. Version 1.0

description: This dataset contains the 10-sec high resolution Frostpoint and Ozone sounding data taken aboard the R/V Vickers and Christmas Island by NOAA/CMDL during CEPEX. This dataset includes pressure, altitude, temperature, potential temperature, relative humidity, frost point (from Vaisala and Hygrometer), ozone partial pressure, ozone mixing ratio, and water vapor mixing ratio.
DOI: 10.5286/isis.e.rb2590217-1
title: Inelastic Neutron Scattering study to explore Gapless Excitations in a New S = 5/2 Sawtooth Spin Chain with Strong Geometric Frustration

description: CaFe2O(PO4)2 (CFPO) is a rare example of a well-isolated S = 5/2 sawtooth spin chain built from corner-sharing Fe3+ triangles, combining strong geometric frustration and one-dimensionality. Magnetic susceptibility yields Curie Temperature = 1073 K and a large frustration parameter f = 70. Heat capacity and NMR study reveal three successive low-temperature magnetic transitions (15.5, 10.4, and 7.8 K), a broad Knight shift maximum, persistent spin dynamics, and strong short-range correlations. Despite a coupling ratio Jbb/Jvb=0.61 which predicts a singlet ground state for S = 1/2 analogs, CFPO exhibits gapless excitations. Interestingly CFPO also shows evidence of Magneto-Dielectric(MD) coupling.Inelastic neutron scattering (INS) on such spin chain system at MARI will allow direct mapping of the spin excitation spectrum over a wide Q E range, enabling extraction of exchange constants, identification of dispersion features, and detection of possible excitation continua from frustration. INS can also reveal MD coupling through linewidths, energy shifts, and Q-dependent intensity variations, clarifying how geometric frustration and S = 5/2 spin size conspire to produce the extended cooperative paramagnetic regime observed in CFPO.
DOI: 10.5286/isis.e.rb2590217
title: Inelastic Neutron Scattering study to explore Gapless Excitations in a New S = 5/2 Sawtooth Spin Chain with Strong Geometric Frustration

description: CaFe2O(PO4)2 (CFPO) is a rare example of a well-isolated S = 5/2 sawtooth spin chain built from corner-sharing Fe3+ triangles, combining strong geometric frustration and one-dimensionality. Magnetic susceptibility yields Curie Temperature = 1073 K and a large frustration parameter f = 70. Heat capacity and NMR study reveal three successive low-temperature magnetic transitions (15.5, 10.4, and 7.8 K), a broad Knight shift maximum, persistent spin dynamics, and strong short-range correlations. Despite a coupling ratio Jbb/Jvb=0.61 which predicts a singlet ground state for S = 1/2 analogs, CFPO exhibits gapless excitations. Interestingly CFPO also shows evidence of Magneto-Dielectric(MD) coupling.Inelastic neutron scattering (INS) on such spin chain system at MARI will allow direct mapping of the spin excitation spectrum over a wide Q E range, enabling extraction of exchange constants, identification of dispersion features, and detection of possible excitation continua from frustration. INS can also reveal MD coupling through linewidths, energy shifts, and Q-dependent intensity variations, clarifying how geometric frustration and S = 5/2 spin size conspire to produce the extended cooperative paramagnetic regime observed in CFPO.
DOI: 10.5281/zenodo.17257277
title: XJTLU-AI-China: PlaszymeDB

description: PlaszymeDB is part of the iGEM 2025 XJTLU-AI-China project Plaszyme.

This database focuses on curated protein entries related to plastic degradation, integrating sequence, annotation, structure, and degradation phenotype information into a unified resource for research and machine learning.

The database serves as both a research reference and a resource for machine learning, supporting the training of models such as PlaszymeAlpha and PlaszymeX.

It is also accessible via our WebApp: http://plaszyme.org/plaszymedb, which provides interactive browsing, search, and visualization tools.

Key Features





474 protein entries related to plastic degradation




721 experimentally verified enzyme–plastic relationships




34 plastic types (including PET, PE, PS, PU, PLA, Nylon, and members of the PHA family)




82 experimentally resolved protein structures and complete AlphaFold high-confidence predictions




Rich metadata per entry, including:

• Protein sequence, enzyme name, EC number, taxonomy, host organism

• Cross-references: GenBank, UniProt, PDB, RefSeq

• Experimental or predicted structures (with manual quality review)

• Verified degradation phenotypes across 34 plastic types




Manually reviewed dataset ensuring quality and reproducibility
DOI: 10.5281/zenodo.17257278
title: XJTLU-AI-China: PlaszymeDB

description: PlaszymeDB is part of the iGEM 2025 XJTLU-AI-China project Plaszyme.

This database focuses on curated protein entries related to plastic degradation, integrating sequence, annotation, structure, and degradation phenotype information into a unified resource for research and machine learning.

The database serves as both a research reference and a resource for machine learning, supporting the training of models such as PlaszymeAlpha and PlaszymeX.

It is also accessible via our WebApp: http://plaszyme.org/plaszymedb, which provides interactive browsing, search, and visualization tools.

Key Features





474 protein entries related to plastic degradation




721 experimentally verified enzyme–plastic relationships




34 plastic types (including PET, PE, PS, PU, PLA, Nylon, and members of the PHA family)




82 experimentally resolved protein structures and complete AlphaFold high-confidence predictions




Rich metadata per entry, including:

• Protein sequence, enzyme name, EC number, taxonomy, host organism

• Cross-references: GenBank, UniProt, PDB, RefSeq

• Experimental or predicted structures (with manual quality review)

• Verified degradation phenotypes across 34 plastic types




Manually reviewed dataset ensuring quality and reproducibility
DOI: 10.15468/dl.sjmxhm
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Symphytum orientale",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043328-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jehdhm
title: Occurrence Download

description: A dataset containing 505 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Symphytum orientale",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 505 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043329-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y3br7s
title: Occurrence Download

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

 The dataset includes 11 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043330-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/wvxx-tjd8-dr05
title: CEPEX: Aeromet Lear Jet Dropsondes. Version 1.0

description: This dataset contains the 10-sec high resolution Dropsonde data taken from the Aeromet Lear Jet during CEPEX. This dataset includes pressure, temperature, dew point, relative humidity, wind speed, wind direction, and altitude.
DOI: 10.15468/dl.mezmnn
title: Occurrence Download

description: A dataset containing 7465 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-60.73722 42.35041,-55.79347 42.35041,-55.79347 47.22137,-60.73722 47.22137,-60.73722 42.35041))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Scleralcyonacea, Pennatula)"
 ]
}

 The dataset includes 7465 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043331-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j9fptv
title: Occurrence Download

description: A dataset containing 105 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Symphytum orientale",
 "Country is Italy",
 "HasCoordinate is true"
 ]
}

 The dataset includes 105 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043332-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/dfdn-zw2f-em02
title: CEPEX: GOES-7 Infrared Satellite Imagery. Version 1.0

description: Various geostationary satellite imagery was collected during the CEPEX period. These images contain composites of the imagery, converted to GIF image format. These data are available for browsing purposes.
DOI: 10.15468/dl.p633db
title: Occurrence Download

description: A dataset containing 5919 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Symphytum orientale",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5919 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043333-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17257757
title: TABLE 2 in Dendrobium moniliforme var. hongbinii (Orchidaceae: Epidendroideae), a new variety from Sichuan, China

description: TABLE 2. Morphological comparison of D. moniliforme var. hongbinii with D. moniliforme.
CharacteristicD. moniliforme var. hongbiniiD. moniliformementumthe length of the mentum is more than half the length of the budthe length of the mentum is much less than half the length of the budbudthe angle of the buds is greater than 90°the angle of the buds is almost equal to 90°calyx saccalyx sac ends acuminatecalyx sac ends obtusepetal and mid-lobe shapepetals and mid-lobe subellipticpetals and mid-lobe ovate-lanceolateproportion of middle lobe to labellum1/31/2
description: Published as part of Zheng, Bao-Qiang, Yang, Hong-Bin, Wang, Qun & Chen, Xing-Liang, 2024, Dendrobium moniliforme var. hongbinii (Orchidaceae: Epidendroideae), a new variety from Sichuan, China, pp. 58 in Phytotaxa 678 (1) on page 58, DOI: 10.11646/phytotaxa.678.1.5, http://zenodo.org/record/16708030
DOI: 10.5281/zenodo.17257758
title: TABLE 2 in Dendrobium moniliforme var. hongbinii (Orchidaceae: Epidendroideae), a new variety from Sichuan, China

description: TABLE 2. Morphological comparison of D. moniliforme var. hongbinii with D. moniliforme.
CharacteristicD. moniliforme var. hongbiniiD. moniliformementumthe length of the mentum is more than half the length of the budthe length of the mentum is much less than half the length of the budbudthe angle of the buds is greater than 90°the angle of the buds is almost equal to 90°calyx saccalyx sac ends acuminatecalyx sac ends obtusepetal and mid-lobe shapepetals and mid-lobe subellipticpetals and mid-lobe ovate-lanceolateproportion of middle lobe to labellum1/31/2
description: Published as part of Zheng, Bao-Qiang, Yang, Hong-Bin, Wang, Qun & Chen, Xing-Liang, 2024, Dendrobium moniliforme var. hongbinii (Orchidaceae: Epidendroideae), a new variety from Sichuan, China, pp. 58 in Phytotaxa 678 (1) on page 58, DOI: 10.11646/phytotaxa.678.1.5, http://zenodo.org/record/16708030
DOI: 10.5281/zenodo.17257759
title: TABLE 3 in Dendrobium moniliforme var. hongbinii (Orchidaceae: Epidendroideae), a new variety from Sichuan, China

description: TABLE 3. Phylogenetic analysis statistics and best-fit models.
InformationITSplastidCombinedNo. taxa787878Aligned length6396541293No. Variable Characters5864341020No. parsimony-informative characters361128489Tree length19866862644Consistency index (CI)0.3790.6210.446Retention index (RI)0.6570.4640.641Best-fit modelsSYM+I+G4K3Pu+F+R2GTR+F+R3
description: Published as part of Zheng, Bao-Qiang, Yang, Hong-Bin, Wang, Qun & Chen, Xing-Liang, 2024, Dendrobium moniliforme var. hongbinii (Orchidaceae: Epidendroideae), a new variety from Sichuan, China, pp. 58 in Phytotaxa 678 (1) on page 58, DOI: 10.11646/phytotaxa.678.1.5, http://zenodo.org/record/16708030
DOI: 10.5281/zenodo.17257760
title: TABLE 3 in Dendrobium moniliforme var. hongbinii (Orchidaceae: Epidendroideae), a new variety from Sichuan, China

description: TABLE 3. Phylogenetic analysis statistics and best-fit models.
InformationITSplastidCombinedNo. taxa787878Aligned length6396541293No. Variable Characters5864341020No. parsimony-informative characters361128489Tree length19866862644Consistency index (CI)0.3790.6210.446Retention index (RI)0.6570.4640.641Best-fit modelsSYM+I+G4K3Pu+F+R2GTR+F+R3
description: Published as part of Zheng, Bao-Qiang, Yang, Hong-Bin, Wang, Qun & Chen, Xing-Liang, 2024, Dendrobium moniliforme var. hongbinii (Orchidaceae: Epidendroideae), a new variety from Sichuan, China, pp. 58 in Phytotaxa 678 (1) on page 58, DOI: 10.11646/phytotaxa.678.1.5, http://zenodo.org/record/16708030
DOI: 10.26023/bmjf-w3pm-6m0b
title: CEPEX: NASA ER-2 Navigation/State Parameters. Version 1.0

description: This dataset contains navigation and state parameter data from the ER-2 for 16 missions during CEPEX. The navigation data was taken from the ER-2 Inertial Navigation System (INS) with a satellite NBS time code receiver. Navigation parameters include: time, altitude, latitude, longitude, air speed, pitch, roll, ground speed, and angle of attack. The state parameters include: u,v,w wind components, total air temperature and pressure, static air temperature and pressure, computed wind, differential pressure, and vertical velocity.
DOI: 10.5281/zenodo.17244149
title: TALLHEDA_Survey2024_Agritech

description: A survey designed to gather comprehensive insights into the current state and future needs of Digital Agriculture (DA) education within Agritech and IT Companies. The aim is to identify key areas requiring reform, enhancement, or support to ensure that DA education aligns with the latest advancements and industry demands. The findings will inform strategic planning and initiatives to foster a culture of excellence in DA education, benefiting students, educators, and the broader agricultural sector.
DOI: 10.5281/zenodo.17244150
title: TALLHEDA_Survey2024_Agritech

description: A survey designed to gather comprehensive insights into the current state and future needs of Digital Agriculture (DA) education within Agritech and IT Companies. The aim is to identify key areas requiring reform, enhancement, or support to ensure that DA education aligns with the latest advancements and industry demands. The findings will inform strategic planning and initiatives to foster a culture of excellence in DA education, benefiting students, educators, and the broader agricultural sector.
DOI: 10.15468/dl.nvg26w
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043335-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.shhvt8
title: Occurrence Download

description: A dataset containing 727 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((4.11666 43.5073,4.16509 43.5073,4.16509 43.54532,4.11666 43.54532,4.11666 43.5073))",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (1928bdf0-f5d2-11dc-8c12-b8a03c50a862, 28eb1a3f-1c15-4a95-931a-4af90ecb574d, c8d737e0-2ff8-42e8-b8fc-6b805d26fc5f)",
 "TaxonKey is Arthropoda"
 ]
}

 The dataset includes 727 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043337-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bvrabh
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Symphytum tauricum",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 21 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043336-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17244081
title: TALLHEDA_Survey2024_Food

description: A survey designed to gather comprehensive insights into the current state and future needs of Digital Agriculture (DA) education within Food Processing Companies and Distributors. The aim is to identify key areas requiring reform, enhancement, or support to ensure that DA education aligns with the latest advancements and industry demands. The findings will inform strategic planning and initiatives to foster a culture of excellence in DA education, benefiting students, educators, and the broader agricultural sector.