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

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Norway",
 "DatasetKey is Mammal collection (TSZM) The Arctic University Museum of Norway",
 "OccurrenceStatus is Present",
 "TaxonKey is Vulpes lagopus (Linnaeus, 1758)"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003235-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.enta5r
title: Occurrence Download

description: A dataset containing 4652 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vigna marina (Burm.) Merr."
 ]
}

 The dataset includes 4652 records from 168 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003236-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w4wtfh
title: Occurrence Download

description: A dataset containing 41960 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Psidium guajava L."
 ]
}

 The dataset includes 41960 records from 872 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003237-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q2yjy8
title: Occurrence Download

description: A dataset containing 254707 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((80.06396 50.74759,80.72663 51.32244,81.46913 50.73163,82.99407 50.83542,83.16173 50.9951,84.12779 50.62783,84.59085 50.82743,83.96811 51.11486,84.23956 51.31445,84.61481 51.33042,85.22957 51.50607,85.44514 51.56196,85.48506 51.6897,85.67667 51.68172,85.89224 51.99309,85.74853 52.40825,83.68867 52.36833,83.68068 53.06294,83.83238 53.07891,83.83238 53.4302,83.49706 53.42221,80.96614 54.34037,78.18773 53.64577,77.91628 53.2785,80.06396 50.74759))"
 ]
}

 The dataset includes 254707 records from 216 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003231-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3bch26
title: Occurrence Download

description: A dataset containing 3059 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Rhododendron simsii Planch."
 ]
}

 The dataset includes 3059 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003241-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15382938
title: the HySpecNet-11k dataset for TGAE

description: This is the HySpecNet-11k dataset for TAGE.
DOI: 10.5281/zenodo.15382939
title: the HySpecNet-11k dataset for TGAE

description: This is the HySpecNet-11k dataset for TAGE.
DOI: 10.5281/zenodo.15382639
title: the chikusei dataset for TGAE

description: This is the Chikusei dataset for tgae
DOI: 10.5281/zenodo.15382640
title: the chikusei dataset for TGAE

description: This is the Chikusei dataset for tgae
DOI: 10.15468/dl.6p8rng
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Channa nox Zhang, Musikasinthorn & Watanabe, 2002"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003242-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9n8z78
title: Occurrence Download

description: A dataset containing 208219 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Quercus pubescens Willd.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 208219 records from 1234 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003234-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.632nkq
title: Occurrence Download

description: A dataset containing 598 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rafflesia R.Br."
 ]
}

 The dataset includes 598 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010960-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d799x2
title: Occurrence Download

description: A dataset containing 2033 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Monomorium pharaonis (Linnaeus, 1758)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2033 records from 107 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010972-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15186454
title: Data of "Response of Venusian plasma environment to ICME on 15 November 2011: A MHD Simulation Study"
DOI: 10.5281/zenodo.15186474
title: Data of "Response of Venusian plasma environment to ICME on 15 November 2011: A MHD Simulation Study"
DOI: 10.6084/m9.figshare.29064971
title: Four-site distal paravertebral blocks improve physiologic indicators of analgesia in the immediate postoperative period as opposed to a three-site distal paravertebral block

description: Objective: To determine differences in surgical and post-operative analgesia between 3-site distal paravertebral (DPV) blocks and modified 4-site DPV blocks. Animals: 12 healthy dairy or dairy cross steers. Methods: Steers were randomized into one of two treatments, 3-site DPV (3DPV) or 4-site DPV (4DPV). 2 mg/kg of 2% lidocaine was administered at each site, lumbar vertebrae 1, 2, and 4 in 3DPV (6mg/kg), and at lumbar vertebrae 3 for 4DPV (8mg/kg). Heart and respiratory rates, temperature, reaction scores, and surgical condition scores were collected. Post-operative pain scores and physiologic data were collected for 24 hours following surgery. An ordinal logistic mixed effects model was used to compare surgical conditions, reaction scores, and pain scores. A linear mixed effects model was used for normally distributed data. Results: The success rate of 3DPV blockade was 5/6 (83%) and 4DPV 6/6 (100%). Only 11 steers were included in the data analysis due to the failed block. The 4DPV group had lower respiratory rates following the return to stall (32 breaths per minute +/- 3 vs. 44 +/- 4, p&lt;0.019). Additionally, the 4DPV group had significantly lower heart rates immediately following the return to the stall (62 beats per minute +/- 8 vs. 88 +/- 9, p&lt;0.036). No differences in pain scores or intraoperative conditions were identified. Conclusions: Adding an injection site at L3 in a DPV reduced post-operative HR and RR in steers following laparotomy. Clinical Relevance: Adding a fourth injection site at L3 decreases physiologic indicators of postoperative discomfort.
DOI: 10.6084/m9.figshare.29064971.v1
title: Four-site distal paravertebral blocks improve physiologic indicators of analgesia in the immediate postoperative period as opposed to a three-site distal paravertebral block

description: Objective: To determine differences in surgical and post-operative analgesia between 3-site distal paravertebral (DPV) blocks and modified 4-site DPV blocks. Animals: 12 healthy dairy or dairy cross steers. Methods: Steers were randomized into one of two treatments, 3-site DPV (3DPV) or 4-site DPV (4DPV). 2 mg/kg of 2% lidocaine was administered at each site, lumbar vertebrae 1, 2, and 4 in 3DPV (6mg/kg), and at lumbar vertebrae 3 for 4DPV (8mg/kg). Heart and respiratory rates, temperature, reaction scores, and surgical condition scores were collected. Post-operative pain scores and physiologic data were collected for 24 hours following surgery. An ordinal logistic mixed effects model was used to compare surgical conditions, reaction scores, and pain scores. A linear mixed effects model was used for normally distributed data. Results: The success rate of 3DPV blockade was 5/6 (83%) and 4DPV 6/6 (100%). Only 11 steers were included in the data analysis due to the failed block. The 4DPV group had lower respiratory rates following the return to stall (32 breaths per minute +/- 3 vs. 44 +/- 4, p&lt;0.019). Additionally, the 4DPV group had significantly lower heart rates immediately following the return to the stall (62 beats per minute +/- 8 vs. 88 +/- 9, p&lt;0.036). No differences in pain scores or intraoperative conditions were identified. Conclusions: Adding an injection site at L3 in a DPV reduced post-operative HR and RR in steers following laparotomy. Clinical Relevance: Adding a fourth injection site at L3 decreases physiologic indicators of postoperative discomfort.
DOI: 10.15468/dl.tebhwr
title: Occurrence Download

description: A dataset containing 104 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bombus terrestris (Linnaeus, 1758)",
 "Year is 1904"
 ]
}

 The dataset includes 104 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030749-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17882/97976
title: Assessment of chemical contamination in bivalves and sediment for MSFD assessment cycle 3 (2024)

description: Good Environmental Status assessment (GES) for descriptor 8 (contaminants, D8) of the Marine Strategy Framework Directive (MSFD) is reached when concentrations of contaminants are at levels not giving rise to pollution effects. It is described by 4 criteria among which the first one focus on the concentration of the contaminants in the environment (criteria 1 of the D8, D8C1). The environmental status for D8 in France includes assessment of contaminant concentrations in sediment, bivalves, fish, birds, mammals to cover the French marine area the continental shelf from the coast line).
The 8 tables below present the assessment of the chemical contamination in sediment and bivalves on the coastal area of the 4 French marine subregions for D8 as part of the 2024 GES assessment. These tables report the status and temporal trends of each station x matrice x substance triplet in each of the 4 French marine subregions. Explanation on how to read the cells is given in the “read file”.
The environmental assessment for D8 in France can be found in Mauffret al., 2023 (DOI:10.13155/97214). It includes 17 national indicator assessments, 4 OSPAR indicators and integrated assessment in selected assessment units at the level of the criteria 1 and 2.
DOI: 10.15468/dl.4tpxat
title: Occurrence Download

description: A dataset containing 7363 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "GadmGid is PAK.5.4_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 7363 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030753-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13120/ze9q-3e51
title: EMSO-E2M3A-Water-Column-time-series-South-Adriatic

description: Hourly time series of temperature, salinity, and oxygen collected at the EMSO-E2M3A South Adriatic Facility. Temperature and salinity measurements were acquired at pressures of 150, 350, 550, 750, 900, 1000, and 1200 dbar using instruments deployed on the E3M3A mooring, located in the Southern Adriatic Pit. Sensor drift and offsets were corrected using reference data from CTD casts and Winkler titration samples collected during maintenance operations.
DOI: 10.5281/zenodo.15411970
title: Ichtershausen Germania-Apotheke

description: Historical questionnaire/s  1924/1948 and index cards, partly selected enclosures regarding the history of a German pharmacy, catalogued via Kalliope portal (Historischer Fragebogen 1924/1948 und Karteikarten, ggf. gemeinfreie Anlagen zur Apothekengeschichte; als Katalog dient das Nachlassportal Kalliope): https://kalliope-verbund.info/DE-611-BF-70963[Funktion: Im Findbuch anzeigen]

Please note: The Kalliope catalogue entry might indicate related material in the archival folder which cannot  be published due to copyright or other legal restrictions (NB: Das Katalogisat bei Kalliope kann auch auf Materialien - teils erheblichen Umfangs - verweisen, die aus archiv- oder urheberrechtlichen Gründen nicht  veröffentlicht werden dürfen).
DOI: 10.5281/zenodo.15411971
title: Ichtershausen Germania-Apotheke

description: Historical questionnaire/s  1924/1948 and index cards, partly selected enclosures regarding the history of a German pharmacy, catalogued via Kalliope portal (Historischer Fragebogen 1924/1948 und Karteikarten, ggf. gemeinfreie Anlagen zur Apothekengeschichte; als Katalog dient das Nachlassportal Kalliope): https://kalliope-verbund.info/DE-611-BF-70963[Funktion: Im Findbuch anzeigen]

Please note: The Kalliope catalogue entry might indicate related material in the archival folder which cannot  be published due to copyright or other legal restrictions (NB: Das Katalogisat bei Kalliope kann auch auf Materialien - teils erheblichen Umfangs - verweisen, die aus archiv- oder urheberrechtlichen Gründen nicht  veröffentlicht werden dürfen).
DOI: 10.15468/dl.es9vbb
title: Occurrence Download

description: A dataset containing 5435 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Rasbora Bleeker, 1859"
 ]
}

 The dataset includes 5435 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030754-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qm5xvx
title: Occurrence Download

description: A dataset containing 755631 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Africa",
 "Country is Nigeria",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 755631 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030757-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8pmp2a
title: Occurrence Download

description: A dataset containing 627 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trevesia palmata (Roxb. ex Lindl.) Vis."
 ]
}

 The dataset includes 627 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030758-250426092105405/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.28569116
title: Code and dataset for "<i>Plant and soil biodiversity sustain root mycorrhizal fungal richness under drought stress</i>", 2025

description: We designed a fully factorial experiment examining how plant and soil biodiversity impact arbuscular mycorrhizal (AM) fungal communities under drought conditions. We further assessed how the ecological strategy of 16 herbaceous plant species, spanning a gradient of plant-mycorrhizal reliance, affected root-associated AM fungal diversity and composition.
DOI: 10.15468/dl.6xhe6g
title: Occurrence Download

description: A dataset containing 11954 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 "year",
 GBIF_EEARGCODE(10000, decimallatitude, decimallongitude, COALESCE(coordinateuncertaintyinmeters, 1000)) eeacellcode,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 occurrence.continent = 'EUROPE'
 AND occurrence.occurrencestatus = 'PRESENT'
 AND (occurrence.taxonkey = 5220114 OR occurrence.acceptedtaxonkey = 5220114 OR occurrence.kingdomkey = 5220114 OR occurrence.phylumkey = 5220114 OR occurrence.classkey = 5220114 OR occurrence.orderkey = 5220114 OR occurrence.familykey = 5220114 OR occurrence.genuskey = 5220114 OR occurrence.specieskey = 5220114)
 AND occurrence.hasgeospatialissues = FALSE
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND NOT occurrence.basisofrecord IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')
 AND (occurrence.specieskey IS NOT NULL AND occurrence."year" IS NOT NULL AND occurrence.hascoordinate = TRUE)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 occurrence."year",
 GBIF_EEARGCODE(10000, decimallatitude, decimallongitude, COALESCE(coordinateuncertaintyinmeters, 1000))

 The dataset's 11954 records were derived from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030773-250426092105405/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.29065001
title: multisource remote sensing data

description: multisource remote sensing data
DOI: 10.6084/m9.figshare.29065001.v1
title: multisource remote sensing data

description: multisource remote sensing data
DOI: 10.7910/dvn/w7emin
title: Other Stata do files

description: Other Stata do files
DOI: 10.7910/dvn/iun9gr
title: Replication Data for: Spectral Coherence and Geometric Reformulation of the Riemann Hypothesis via Torsion-Free Vector Waves

description: This dataset presents the theoretical framework, numerical simulations, and mathematical models that support the spectral coherence and geometric reformulation of the Riemann Hypothesis via torsion-free vector wave structures. The approach introduces a novel torsion-free curvature field over the complex critical line, grounded in vectorial geodesics and wave propagation metrics, aiming at a topological interpretation of prime number distribution.

The full preprint includes the spectral decomposition, coherence plots, and an analytical derivation of the geodesic phase stability across the critical strip. This work seeks to offer a new structural pathway toward resolving one of the Millennium Problems by means of purely geometric and topological invariants.
description: This dataset presents the first geometric reformulation of the Riemann Hypothesis using torsion-free vector wave structures. The data supports a mathematical framework aimed at enabling structural proof strategies.
DOI: 10.15468/dl.6ww3w8
title: Occurrence Download

description: A dataset containing 237 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trewia nudiflora L."
 ]
}

 The dataset includes 237 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030759-250426092105405/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/11811248
title: LLM RAG Chatbot Training Dataset
DOI: 10.5281/zenodo.15412029
title: Mapping the Evolution and Future Trajectories of Digital Leadership Research
DOI: 10.5281/zenodo.15412030
title: Mapping the Evolution and Future Trajectories of Digital Leadership Research
DOI: 10.21227/a1xp-yx25
title: "Amazon"

description: "Graph Neural Networks (GNNs) have become the predominant approach for graph fraud detection due to their intrinsic capability to handle graph-structured data and effectively capture complex relational patterns in fraudulent behaviors. However, existing GNN-based graph fraud detection models face limitations: homophily-based models struggle with handling heterogeneous relationships in fraud graphs, while heterophily-based models typically model only a single attribute- or structural-space, leading to constrained detection performance. To address these issues, this paper introduces DualH-FDNet, a semi-supervised graph fraud detection model based on dual-space heterogeneous relation analysis. This model represents user relationships as multi-relational heterogeneous directed graphs and employs a multi-layer graph convolutional architecture. Each convolutional layer consists of three modules: (1) Heterogeneity Learning Module: Utilize the label information of labeled nodes in relational subgraphs to learn heterogeneity separately in the attribute-space and structural-space, and achieve feature interaction of dual-space heterogeneity through a weighted fusion strategy. (2) Cross-Space Graph Aggregation Module: It computes attention weights based on fused heterophily representations and updates node representations via multi-relational graph aggregation. (3) Prototype-Guided Classification Module: It constructs category prototypes using labeled node representations and labels, guiding the classification of unlabeled nodes through prototype learning. Additionally, to tackle the challenges of scarce labeled data and label imbalance, the model utilizes balanced sampling strategies for semi-supervised training. Experimental results show that on the YelpChi and Amazon datasets, DualH-FDNet improves Recall by 0.9626% and 0.6444%, respectively, and AUC by 0.8594% and 0.1479% compared to the best-performing baseline models among nine comparative models. This study offers a novel solution for fraud detection in complex heterogeneous graph environments. The code and data are available at https:\/\/github.com\/AyomF\/DualH-FDNet."
DOI: 10.15468/dl.83cj48
title: Occurrence Download

description: A dataset containing 31089 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Geonoma macrostachys Mart."
 ]
}

 The dataset includes 31089 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030762-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.