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

description: A dataset containing 16500 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((144.95971 -37.8734,145.0883 -38.04703,145.09323 -38.12179,144.99543 -38.21455,144.86276 -38.2913,144.66154 -38.28065,144.64596 -38.34336,144.84972 -38.49778,144.98823 -38.51309,145.09691 -38.48423,145.18619 -38.43952,145.26241 -38.40606,145.24 -38.32145,145.31966 -38.27355,145.31468 -38.18986,145.33093 -38.15793,145.33145 -38.08614,145.33145 -37.99249,145.26435 -37.84702,145.17235 -37.77386,145.07305 -37.77132,144.98504 -37.78679,144.95818 -37.83306,144.95971 -37.8734))",
 "TaxonKey is Lepidoptera"
 ]
}

 The dataset includes 16500 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037150-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mkp7bt
title: Occurrence Download

description: A dataset containing 24730129 species occurrences available in GBIF matching the query:
{
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 24730129 records from 4259 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038229-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2pxj05
title: CCDC 2500057: Experimental Crystal Structure Determination

description: Related Article: Keith Izod, Hannah M. Nicholas, Paul G. Waddell|2025|CSD Communication|||
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.f9wt5e
title: Occurrence Download

description: A dataset containing 157587 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((120.59458 30.17529,122.28209 30.17529,122.28209 32.01989,120.59458 32.01989,120.59458 30.17529))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2024-2024"
 ]
}

 The dataset includes 157587 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017246-251025141854904/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.30539948
title: Supplementary Material for: Questionnaire survey on the current status of advanced therapy for inflammatory bowel disease in Asia

description: Introduction: The incidence of inflammatory bowel disease (IBD), including ulcerative colitis (UC) and Crohn’s disease (CD), is increasing rapidly worldwide. Although multiple advanced therapies are now available, selecting the optimal treatment remains challenging due to the expanding options and diverse healthcare systems.
Methods: We conducted a questionnaire survey among physicians in nine Asian countries prior to the 18th International Gastrointestinal Consensus Symposium (IGICS) to assess the current status of advanced therapies for IBD. The survey included questions regarding therapeutic agent selection, biomarkers, and imaging modalities for monitoring.
Results: Of the 210 respondents, 173 physicians treating IBD were analyzed. Anti-TNFα antibodies remain the most commonly selected advanced therapy for both UC and CD. Elderly patients with UC were more likely to receive anti-α4β7 integrin antibodies or anti-IL12/23p40 monoclonal antibodies, reflecting safety considerations. JAK inhibitors were used more frequently as a second-line option in severe cases. Comorbidities, drug costs, and lifestyle factors also influenced treatment choice. CRP is the most common biomarker used for monitoring, and endoscopy is the most frequently used imaging modality.
Conclusion: This questionnaire survey revealed the current status of advanced therapies for IBD in nine Asian countries and regions. Region-specific evidence-based algorithms for selecting advanced therapies for IBD should be established.
DOI: 10.6084/m9.figshare.30539948.v1
title: Supplementary Material for: Questionnaire survey on the current status of advanced therapy for inflammatory bowel disease in Asia

description: Introduction: The incidence of inflammatory bowel disease (IBD), including ulcerative colitis (UC) and Crohn’s disease (CD), is increasing rapidly worldwide. Although multiple advanced therapies are now available, selecting the optimal treatment remains challenging due to the expanding options and diverse healthcare systems.
Methods: We conducted a questionnaire survey among physicians in nine Asian countries prior to the 18th International Gastrointestinal Consensus Symposium (IGICS) to assess the current status of advanced therapies for IBD. The survey included questions regarding therapeutic agent selection, biomarkers, and imaging modalities for monitoring.
Results: Of the 210 respondents, 173 physicians treating IBD were analyzed. Anti-TNFα antibodies remain the most commonly selected advanced therapy for both UC and CD. Elderly patients with UC were more likely to receive anti-α4β7 integrin antibodies or anti-IL12/23p40 monoclonal antibodies, reflecting safety considerations. JAK inhibitors were used more frequently as a second-line option in severe cases. Comorbidities, drug costs, and lifestyle factors also influenced treatment choice. CRP is the most common biomarker used for monitoring, and endoscopy is the most frequently used imaging modality.
Conclusion: This questionnaire survey revealed the current status of advanced therapies for IBD in nine Asian countries and regions. Region-specific evidence-based algorithms for selecting advanced therapies for IBD should be established.
DOI: 10.15468/dl.cjenr7
title: Occurrence Download

description: A dataset containing 1376 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((2.86639 42.68483,2.85871 42.68028,2.86112 42.66467,2.87546 42.65995,2.89393 42.65995,2.90276 42.66585,2.90483 42.68028,2.89898 42.68829,2.87901 42.69073,2.86639 42.68483))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae",
 "Year 2010-2025"
 ]
}

 The dataset includes 1376 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017313-251025141854904/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/13620779
title: LUFlow Network Intrusion Detection Data Set
DOI: 10.34740/kaggle/dsv/13620838
title: Full TMDB Movies Dataset 2024 (1M Movies)
DOI: 10.15468/dl.k7bz4b
title: Occurrence Download

description: A dataset containing 163 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dactylurina schmidti"
 ]
}

 The dataset includes 163 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017316-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s5c4ch
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Parabalaenanemertes zonata",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017315-251025141854904/datasets/export for details.
DOI: 10.15468/dl.8u2hqk
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Petrocodon dealbatus denticulatus"
 ]
}

 The dataset includes 9 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017314-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pjazvq
title: Occurrence Download

description: A dataset containing 370 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Persicaria praetermissa)",
 "DecimalLatitude is greater than or equal to 0"
 ]
}

 The dataset includes 370 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017318-251025141854904/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.30539945
title: Analysis dataset: VSC patterns in Study Area from 2021-2025

description: <b>Data Source:</b> Original raw data was obtained from the official Police.uk website (www.police.uk).<br><b>Temporal Coverage:</b> January 2021 to May 2025.<br><b>Processing Methodology:</b><br>• <b>Download:</b> Monthly Excel files were downloaded from the "Data downloads and API" section.• <b>Merge & Filter:</b> All monthly files were merged into a consolidated dataset, which was then filtered to include only incidents under the "Violent and Sexual Crimes" category.• <b>Spatial Filter & Aggregation:</b> The data was further filtered to specific streets within the study area and aggregated for analysis.
DOI: 10.6084/m9.figshare.30539945.v1
title: Analysis dataset: VSC patterns in Study Area from 2021-2025

description: <b>Data Source:</b> Original raw data was obtained from the official Police.uk website (www.police.uk).<br><b>Temporal Coverage:</b> January 2021 to May 2025.<br><b>Processing Methodology:</b><br>• <b>Download:</b> Monthly Excel files were downloaded from the "Data downloads and API" section.• <b>Merge & Filter:</b> All monthly files were merged into a consolidated dataset, which was then filtered to include only incidents under the "Violent and Sexual Crimes" category.• <b>Spatial Filter & Aggregation:</b> The data was further filtered to specific streets within the study area and aggregated for analysis.
DOI: 10.15468/dl.u98mt8
title: Occurrence Download

description: A dataset containing 8542 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "GadmGid is FRA.12.1_1",
 "Geometry POLYGON((-2.05384 47.11027,-1.92543 47.11027,-1.92543 47.20504,-2.05384 47.20504,-2.05384 47.11027))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2010-2025"
 ]
}

 The dataset includes 8542 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017319-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/2nvclc
title: Estimation of Physical and Electrical Properties of Various REBCO Tapes for Construction of Very-High-Field REBCO Magnet

description: This dataset supports the publication : Estimation of Physical and Electrical Properties of Various REBCO Tapes for Construction of Very-High-Field REBCO Magnet. The physical and electrical properties of four recent REBCO CC were assessed: 1) THEVA; 2) Shanghai Supercond. Technology; 3) Faraday Factory Japan; and 4) Fujikura. For estimating their physical properties, the delamination strength of each tape was checked by removing a polyimide ribbon sticked bon the tape and by cutting the tape after pre-tinning. Their windability and the uniformity of their thickness were also binvestigated through our metal-as-insulation winding process. For evaluating their electrical properties, their critical current was measured at 4.2 K under various external magnetic fields perpendicular to their ab-plane. Joint samples of each tape were fabricated and tested in a bath of liquid nitrogen at 77 K in self-field. The results are described in this paper for the four tapes.
DOI: 10.6084/m9.figshare.30539942
title: Functional diversity mediates the negative effect of species richness on tree survival in young forests

description: <b>Effect of species richness on tree survival</b>
DOI: 10.6084/m9.figshare.30539942.v1
title: Functional diversity mediates the negative effect of species richness on tree survival in young forests

description: <b>Effect of species richness on tree survival</b>
DOI: 10.15468/dl.hjb3me
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Petrocodon scopulorum"
 ]
}

 The dataset includes 11 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017320-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ns8uk4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Probalaenanemertes wijnhoffae",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017322-251025141854904/datasets/export for details.
DOI: 10.5281/zenodo.17528074
title: The road network similarity calculation based on autoencoders and its application in map generalization quality evaluation

description: This dataset comprises multi-scale road network data extracted from OpenStreetMap (OSM) for five Chinese cities—Chengdu (radial-ring pattern), Wuhan, Kunming, Shenzhen, and Hefei (grid-irregular mixed pattern)—supporting advanced spatial similarity analysis and cartographic generalization quality assessment. The data were manually extracted from OSM (accessed June 2025) at an original scale of 1:10,000 and generalized to five additional scales (1:25,000; 1:50,000; 1:100,000; 1:250,000; 1:500,000) by expert cartographers following national topographic mapping specifications. Each city's dataset includes 6 road network files (original + 5 generalized versions) in GeoJSON format, representing dual graph structures (nodes for road segment attributes, edges for connectivity) with extracted features: connectivity (node degree), global distribution (angle α and distance difference Δl relative to network centroid), and local geometry (length, tortuosity, MBR major axis direction, mean direction). Total: 30 files (~5-10 MB per city), preprocessed to remove pseudo-nodes and isolated roads, normalized for model input. These datasets enable replication of a Graph Convolutional Autoencoder (GCAE) model for road network similarity computation via cosine distance in latent space, construction of a logarithmic quantitative similarity-scale model (S_sim = -0.1261 ln(x) + 1.0147, R²=0.989), and quality evaluation via deviation (E = |S - R|) and rating sets (Excellent/Good/Fair/Poor). Derived from public OSM sources under ODbL, processed files are released under CC BY 4.0 for reuse in spatial cognition, multi-scale mapping, and deep learning applications. Related publication: Song et al. (2025), "The Road Network Similarity Calculation Based on Autoencoders and Its Application in Map Generalization Quality Evaluation," Cartography and Geographic Information Science (DOI: [pending]). For replication code and full methods, refer to the paper's supplementary materials.
DOI: 10.5281/zenodo.17528073
title: The road network similarity calculation based on autoencoders and its application in map generalization quality evaluation

description: This dataset comprises multi-scale road network data extracted from OpenStreetMap (OSM) for five Chinese cities—Chengdu (radial-ring pattern), Wuhan, Kunming, Shenzhen, and Hefei (grid-irregular mixed pattern)—supporting advanced spatial similarity analysis and cartographic generalization quality assessment. The data were manually extracted from OSM (accessed June 2025) at an original scale of 1:10,000 and generalized to five additional scales (1:25,000; 1:50,000; 1:100,000; 1:250,000; 1:500,000) by expert cartographers following national topographic mapping specifications. Each city's dataset includes 6 road network files (original + 5 generalized versions) in GeoJSON format, representing dual graph structures (nodes for road segment attributes, edges for connectivity) with extracted features: connectivity (node degree), global distribution (angle α and distance difference Δl relative to network centroid), and local geometry (length, tortuosity, MBR major axis direction, mean direction). Total: 30 files (~5-10 MB per city), preprocessed to remove pseudo-nodes and isolated roads, normalized for model input. These datasets enable replication of a Graph Convolutional Autoencoder (GCAE) model for road network similarity computation via cosine distance in latent space, construction of a logarithmic quantitative similarity-scale model (S_sim = -0.1261 ln(x) + 1.0147, R²=0.989), and quality evaluation via deviation (E = |S - R|) and rating sets (Excellent/Good/Fair/Poor). Derived from public OSM sources under ODbL, processed files are released under CC BY 4.0 for reuse in spatial cognition, multi-scale mapping, and deep learning applications. Related publication: Song et al. (2025), "The Road Network Similarity Calculation Based on Autoencoders and Its Application in Map Generalization Quality Evaluation," Cartography and Geographic Information Science (DOI: [pending]). For replication code and full methods, refer to the paper's supplementary materials.
DOI: 10.15468/dl.abw6ce
title: Occurrence Download

description: A dataset containing 510 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leopardus wiedii",
 "Country is Mexico",
 "Year is greater than or equal to 1700",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Unknown evidence)"
 ]
 }
 }
 ]
}

 The dataset includes 510 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017324-251025141854904/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.30486332
title: The data and figure scripts used for Jiang et al. 2025

description: Data and scripts underlying the results of the manuscript: "Reconstructing Pre-Satellite Terrestrial Water Storage Changes via Dual-Constraint Hydrological Calibration in a Large Himalayan River Basin".
DOI: 10.6084/m9.figshare.30486332.v1
title: The data and figure scripts used for Jiang et al. 2025

description: Data and scripts underlying the results of the manuscript: "Reconstructing Pre-Satellite Terrestrial Water Storage Changes via Dual-Constraint Hydrological Calibration in a Large Himalayan River Basin".
DOI: 10.15468/dl.7p94re
title: Occurrence Download

description: A dataset containing 610553 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Cameroon",
 "Year 1975-2025"
 ]
}

 The dataset includes 610553 records from 566 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017282-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wyvjeg
title: Occurrence Download

description: A dataset containing 34197 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hypotrigona"
 ]
}

 The dataset includes 34197 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017327-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ftxf6n
title: Occurrence Download

description: A dataset containing 254 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Persicaria dichotoma, Persicaria dichotoma, Persicaria dichopoda)",
 "DecimalLatitude is greater than or equal to 0"
 ]
}

 The dataset includes 254 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017328-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7g3ubb
title: Occurrence Download

description: A dataset containing 1001481 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Rhinephyllum pillansii, Distichlis bajaensis, Calocephalus badmanii, Rhinephyllum inaequale, Symphytum pseudobulbosum, Pavetta inandensis, Scrophularia robusta, Scrophularia amplexicaulis, Armeria villosa, Indigofera heterotricha, Indigofera nigromontana, Indigofera placida, Indigofera subulata, Prunus laurocerasus, Armeria carnotana, Didelta spinosa, Glaucium alakirensis, Saccocalyx saturejoides, Nemacladus capillaris, Ledebouria weberi, Psammomoya grandiflora, Orchis provincialis, Andersonia bifida, Andersonia gracilis, Hereroa tenuifolia, Prunus virginiana, Epipactis conquensis, Orchis tochniana, Cryptogramma acrostichoides, Synaphea stenoloba, Synaphea otiostigma, Synaphea grandis, Synaphea macrophylla, Aconitum anthora, Armeria leonis, Armeria ruscinonensis, Cordylanthus ramosus, Indigofera cytisoides, Indigofera filiformis, Indigofera flavicans, Prunus cocomilia, Polhillia curtisiae, Scrophularia sublyrata, Indigofera grisophylla, Hedeoma dentata, Melica stricta, Puschkinia bilgineri, Marina interstes, Cistanthe floresiorum, Symphytum ottomanum, Orchis thriftiensis, Andersonia annelsii, Andersonia hammersleyana, Chironia albiflora, Chironia jasminoides, Chironia stokoei, Scrophularia ilwensis, Oligothrix gracilis, Scrophularia nodosa, Vallisneria australis, Wilsonia rotundifolia, Leucaena macrophylla, Andersonia aristata, Andersonia brachyanthera, Scrophularia crenophila, Scrophularia sulaimanica, Crucianella membranacea, Galeopsis polychroma, Westringia cheelii, Westringia saxatilis, Vallisneria annua, Melica aristata, Nemophila pedunculata, Lindsaea trichomanoides, Pickeringia montana, Aconitum nevadense, Armeria atlantica, Armeria colorata, Armeria langei, Armeria majellensis, Cordylanthus tenuis, Melica racemosa, Indigofera declinata, Indigofera elandsbergensis, Prunus brachybotrya, Prunus cortapico, Prunus padus, Indigofera verrucosa, Jacaratia mexicana, Russelia worthingtonii, Wedelia chihuahuana, Orcuttia tenuis, Calocephalus pilbarensis, Epipactis minipurpurata, Scrophularia pyrenaica, Scrophularia peregrina, Scrophularia amana, Scrophularia azerbaijanica)",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 1001481 records from 2661 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017288-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.