cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5517/ccdc.csd.cc2k6g6g
title: CCDC 2359695: Experimental Crystal Structure Determination

description: Related Article: Rui Chen, Yuzhuo Liu, Haihui Wang, Ying-Lung Steve Tse, Ying-Yeung Yeung|2025|Chem Cat.|5||doi:10.1016/j.checat.2025.101512
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2l4njy
title: CCDC 2387760: Experimental Crystal Structure Determination

description: Related Article: Rui Chen, Yuzhuo Liu, Haihui Wang, Ying-Lung Steve Tse, Ying-Yeung Yeung|2025|Chem Cat.|5||doi:10.1016/j.checat.2025.101512
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.3g768a
title: Occurrence Download

description: A dataset containing 309 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Atemelia torquatella (Lienig, 1846)"
 ]
}

 The dataset includes 309 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005937-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8mxngm
title: Occurrence Download

description: A dataset listing the 212 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "Geometry POLYGON((-6.23493 37.0531,-5.65144 37.0531,-5.30863 37.11794,-5.6506 37.75976,-6.23493 37.9787,-6.56398 37.58922,-6.50624 37.25272,-6.23493 37.0531))",
 "HasGeospatialIssue is false",
 "TaxonKey is Lamiales",
 "Year 2000-2024"
 ]
}

 The dataset's 212 records were derived from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005935-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m8je58
title: Occurrence Download

description: A dataset containing 209 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ethiopia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cerastium octandrum Hochst. ex A.Rich."
 ]
}

 The dataset includes 209 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005938-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vangzc
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pseudomonas syringae Van Hall, 1904, Brassica juncea (L.) Czern.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005939-241107131044228/datasets/export for details.
DOI: 10.15468/dl.xrqwkv
title: Occurrence Download

description: A dataset containing 2503 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Myocastor coypus (Molina, 1782)",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 2503 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005940-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.emdg7p
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pseudomonas syringae Van Hall, 1904, Pseudomonas syringae Van Hall, 1904)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005942-241107131044228/datasets/export for details.
DOI: 10.15468/dl.eahapd
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Clavibacter michiganensis (Smith, 1910) Davis et al., 1984, Clavibacter nebraskensis (Vidaver & Mandel, 1974) Li et al., 2018, Clavibacter sepedonicus (Spieckermann & Kotthoff, 1914) Li et al., 2018)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005943-241107131044228/datasets/export for details.
DOI: 10.5281/zenodo.14028187
title: Data for Origins of UTLS Turbulence: Insights from the RRJ-ClimCORE Mesoscale Reanalysis - The ACCLIP Flight Over the Super Typhoon Hinnamnor (2022)

description: Data used in our paper entitled "Origins of UTLS Turbulence: Insights from the RRJ-ClimCORE Mesoscale Reanalysis - The ACCLIP Flight Over the Super Typhoon Hinnamnor (2022)".

The user may use these data only for the purpose of scientific evaluation of this paper and secondary distribution is prohibited. See README file for more details.
DOI: 10.5281/zenodo.14028188
title: Data for Origins of UTLS Turbulence: Insights from the RRJ-ClimCORE Mesoscale Reanalysis - The ACCLIP Flight Over the Super Typhoon Hinnamnor (2022)

description: Data used in our paper entitled "Origins of UTLS Turbulence: Insights from the RRJ-ClimCORE Mesoscale Reanalysis - The ACCLIP Flight Over the Super Typhoon Hinnamnor (2022)".

The user may use these data only for the purpose of scientific evaluation of this paper and secondary distribution is prohibited. See README file for more details.
DOI: 10.15468/dl.tqnmc2
title: Occurrence Download

description: A dataset containing 10033 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Spheniscus demersus (Linnaeus, 1758)",
 "Year 1999-2024"
 ]
}

 The dataset includes 10033 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005944-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.np88as
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Clavibacter insidiosus (McCulloch, 1925) Li et al., 2018)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005945-241107131044228/datasets/export for details.
DOI: 10.15468/dl.yxhzyv
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Xanthomonas campestris (Pammel, 1895) Dowson, 1939)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005946-241107131044228/datasets/export for details.
DOI: 10.15468/dl.f5d39f
title: Occurrence Download

description: A dataset containing 3770 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Spheniscus demersus (Linnaeus, 1758)",
 "Year 2020-2024"
 ]
}

 The dataset includes 3770 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005947-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dybmvt
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Xanthomonas campestris (Pammel, 1895) Dowson, 1939, Banana)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005948-241107131044228/datasets/export for details.
DOI: 10.15468/dl.udag8e
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Candidatus Liberibacter africanus, Candidatus Liberibacter africanus, Trioza erytreae Del Guercio, 1918)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005949-241107131044228/datasets/export for details.
DOI: 10.15468/dl.t4pdf5
title: Occurrence Download

description: A dataset containing 5222 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((6.03523 50.76531,6.08789 50.76531,6.08789 50.79282,6.03523 50.79282,6.03523 50.76531))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is Coordinate rounded",
 "Year 2014-2024"
 ]
}

 The dataset includes 5222 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005950-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ed49pt
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mytilopsis sallei (Récluz, 1849)",
 "Country is Australia",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005951-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eq9jrm
title: Occurrence Download

description: A dataset containing 215 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation)",
 "DatasetKey is one of (Observation.org, Nature data from around the World, Artportalen, iNaturalist Research-grade Observations, Swiss National Reptile Databank, INPN - Données flore des CBN agrégées par la FCBN, naturgucker, Amphibiens et Reptiles de France (Enquête 2), Records of amphibians and reptiles via iRecord, Inventario Español de Especies Terrestres (MAGRAMA), Record Pool)",
 {
 "or" : [
 "Geometry POLYGON((8.79788 43.28849,8.97451 43.28849,8.97451 44.39473,8.79788 44.39473,8.79788 43.28849))",
 "Geometry POLYGON((9.4858 43.22342,11.50306 43.22342,11.50306 45.09194,9.4858 45.09194,9.4858 43.22342))"
 ]
 },
 "TaxonKey is Natrix Laurenti, 1768"
 ]
}

 The dataset includes 215 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005952-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15472/l94lld
title: Avifauna asociada a los manglares de Tribugá - Nuquí, 2016

description: Los manglares son los ecosistemas, más productivos del planeta en términos biológicos y representa uno de los más importantes recursos naturales de la costa Pacífica del Chocó biogeográfico, por múltiples razones. Ecológicamente el manglar cumple funciones tales como, proteger la franja costera al servir como barrera natural para atenuar la acción del oleaje y como fijador de sedimentos; además es reciclador de materia orgánica; ayuda a disminuir la evaporación por la sombra que proporciona y ofrece refugio a la vida silvestre tanto aérea como terrestre y marina. En ellos desarrollan parte de su ciclo biológico gran cantidad de peces, invertebrados y aves, además de contribuir con su biomasa a las cadenas tróficas cercanas a la costa. Los manglares han brindado al hombre una gran variedad de productos para su consumo o la generación de ingresos y los mismos son considerados como pilares en el sostenimiento de la riqueza biológica de los ecosistemas marinos y las pesquerías, debido a su condición de hábitat, zona de cría, alta productividad, disponibilidad de alimentos y su uso como zona de protección
De esta manera este ecosistema se ha constituido en un elemento esencial, porque sus raíces sumergidas proveen habitáculo, refugio y alimentación para diversos grupos animales de vertebrados e invertebrados. Además, albergan y proveen zonas de anidaje a un número considerable de especies de aves residentes y migratorias, vulnerables o en peligro de extinción. Dada la importancia que provee los manglares como herramienta de proyección para el establecimiento de una figura de conservación en el chocó biogeográfico. El Instituto de Investigaciones Ambientales del Pacifico (IIAP) quiere establecer como insumo importante la realización de informe de fauna silvestre (Peces, Reptiles, Anfibios, Aves, Moluscos y Crustáceos) asociados a los manglares de la costa norte del Pacifico colombiano.
DOI: 10.15468/dl.86hjgr
title: Occurrence Download

description: A dataset containing 527671 records in GBIF matching the query:
 SELECT PRINTF('%04d-%02d', "year", "month") AS yearMonth, GBIF_EEARGCode( 1000, decimalLatitude, decimalLongitude, COALESCE(coordinateUncertaintyInMeters, 1000) ) AS eeaCellCode, familyKey, family, speciesKey, species, COALESCE(sex, 'NOT_SUPPLIED') AS sex, COALESCE(occurrence.lifestage.concept, 'NOT_SUPPLIED') AS lifestage, COUNT(*) AS occurrences, MIN(COALESCE(coordinateUncertaintyInMeters, 1000)) AS minCoordinateUncertaintyInMeters, MIN(GBIF_TemporalUncertainty(eventDate)) AS minTemporalUncertainty, IF(ISNULL(familyKey), NULL, SUM(COUNT(*)) OVER (PARTITION BY familyKey)) AS familyCount FROM occurrence WHERE occurrenceStatus = 'PRESENT' AND countryCode = 'RO' AND "year" &gt;= 2000 AND hasCoordinate = TRUE AND (coordinateUncertaintyInMeters &lt;= 1000 OR coordinateUncertaintyInMeters IS NULL) AND speciesKey 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 "month" IS NOT NULL GROUP BY yearMonth, eeaCellCode, familyKey, family, speciesKey, species, sex, lifestage ORDER BY yearMonth DESC, eeaCellCode ASC, speciesKey ASC; 

 The dataset's 527671 records were derived from 161 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005941-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zefkm2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mytilopsis trautwineana (Tryon, 1866)",
 "Country is Colombia",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005953-241107131044228/datasets/export for details.
DOI: 10.6084/m9.figshare.27643182.v4
title: Multivariate Time Series Anomaly Detection Using Directed Hypergraph Neural Networks

description: Multivariate time series anomaly detection is a challenging problem because there can be a number of complex relationships between variables in multivariate time series. Although graph neural networks have been shown to be effective in capturing variable-variable relationships (i.e., relationships between two variables), they are hard to capture variable-group relationships (i.e., relationships between variables and groups of variables). To overcome this limitation, we propose a novel method called DHG-AD for multivariate time series anomaly detection. DHG-AD employs directed hypergraphs to model variable-group relationships within multivariate time series. For each time window, DHG-AD constructs two different directed hypergraphs to represent relationships between variables and groups of positively and negatively correlated variables, enabling the model to capture both types of relationships effectively. The directed hypergraph neural networks learn node representations from these hypergraphs, allowing comprehensive multivariate interaction modeling for anomaly detection. We show through experiments using various evaluation metrics that our proposed method outperforms other state-of-the-art existing methods.
DOI: 10.15468/dl.rpnerr
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nasutitermes corniger (Motschulsky, 1855)",
 "Country is United States of America",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005954-241107131044228/datasets/export for details.
DOI: 10.6084/m9.figshare.27643182.v5
title: Multivariate Time Series Anomaly Detection Using Directed Hypergraph Neural Networks

description: Multivariate time series anomaly detection is a challenging problem because there can be a number of complex relationships between variables in multivariate time series. Although graph neural networks have been shown to be effective in capturing variable-variable relationships (i.e., relationships between two variables), they are hard to capture variable-group relationships (i.e., relationships between variables and groups of variables). To overcome this limitation, we propose a novel method called DHG-AD for multivariate time series anomaly detection. DHG-AD employs directed hypergraphs to model variable-group relationships within multivariate time series. For each time window, DHG-AD constructs two different directed hypergraphs to represent relationships between variables and groups of positively and negatively correlated variables, enabling the model to capture both types of relationships effectively. The directed hypergraph neural networks learn node representations from these hypergraphs, allowing comprehensive multivariate interaction modeling for anomaly detection. We show through experiments using various evaluation metrics that our proposed method outperforms other state-of-the-art existing methods.
DOI: 10.15468/dl.7nnxwg
title: Occurrence Download

description: A dataset containing 7693 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Neovison vison (Schreber, 1777)",
 "Country is Spain",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 7693 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005955-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a6djm5
title: Occurrence Download

description: A dataset containing 1202 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-8.6554 40.64458,-8.66119 40.64033,-8.65741 40.63608,-8.65156 40.64073,-8.6554 40.64458))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1202 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005956-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tj288w
title: Occurrence Download

description: A dataset containing 3770 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Spheniscus demersus (Linnaeus, 1758)",
 "Year 2020-2024"
 ]
}

 The dataset includes 3770 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005957-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14062446
title: RNA-Seq analysis to identify differentially expressed genes in older and younger leaves of broccoli under Alternaria brassicicola infection
DOI: 10.5281/zenodo.14062447
title: RNA-Seq analysis to identify differentially expressed genes in older and younger leaves of broccoli under Alternaria brassicicola infection
DOI: 10.15468/dl.ebz6ct
title: Occurrence Download

description: A dataset containing 9704 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((6.03057 50.75278,6.13588 50.75278,6.13588 50.80458,6.03057 50.80458,6.03057 50.75278))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is Coordinate rounded",
 "Year 2014-2024"
 ]
}

 The dataset includes 9704 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005959-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6444b2
title: Occurrence Download

description: A dataset containing 322 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Neovison vison (Schreber, 1777)",
 "Country is France",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 322 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005960-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ayb72m
title: Occurrence Download

description: A dataset containing 786 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is RISC and ALERT Marine Non-Native Species (Chinese Mitten Crab, Wakame and Carpet Sea Squirt) Records"
 ]
}

 The dataset includes 786 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005961-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.