cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/py0-w61-3te
title: †Atrypa Dalman, 1828

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.15468/dl.xdcbyr
title: Occurrence Download

description: A dataset containing 1551 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rhinanthus serotinus, Rhinanthus serotinus, Alectorolophus serotinus, Alectorolophus serotinus, Alectorolophus serotinus, Rhinanthus major, Rhinanthus major, Rhinanthus major, Rhinanthus angustifolius, Rhinanthus angustifolius, Rhinanthus angustifolius, Rhinanthus angustifolius)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 1551 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008902-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tew57h
title: Occurrence Download

description: A dataset containing 64552 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (South America, Africa, Antarctica, Asia, Oceania, Europe, North America)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Medicago polymorpha",
 "Year 1000-2025"
 ]
}

 The dataset includes 64552 records from 986 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008855-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.773y2s
title: Occurrence Download

description: A dataset containing 2996 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Living Specimen"
 ]
 },
 "Year 2008-2018",
 "TaxonKey is Quercus robur L."
 ]
}

 The dataset includes 2996 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012157-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fmergy
title: Occurrence Download

description: A dataset containing 33201 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fraxinus pennsylvanica Marshall"
 ]
}

 The dataset includes 33201 records from 232 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0245643-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9zh9uj
title: Occurrence Download

description: A dataset containing 4270 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mentha gentilis L."
 ]
}

 The dataset includes 4270 records from 169 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0268343-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8dshy5
title: Occurrence Download

description: A dataset containing 6761 species occurrences available in GBIF matching the query:
{
 "or" : [
 "TaxonKey is Asplenium auritum Sw.",
 "TaxonKey is Asplenium curvatum Kaulf.",
 "TaxonKey is Asplenium rigidum Sw.",
 "TaxonKey is Asplenium umbrosum Kaulf."
 ]
}

 The dataset includes 6761 records from 184 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0229521-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dke4we
title: Occurrence Download

description: A dataset listing the 602 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-4.49667 36.64985,-4.43316 36.64985,-4.43316 36.69666,-4.49667 36.69666,-4.49667 36.64985))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset's 602 records were derived from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0214998-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gkex1i
title: Occurrence Download

description: A dataset containing 280 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Bernice P. Bishop Museum",
 "TaxonKey is Parapercis Bleeker, 1863"
 ]
}

 The dataset includes 280 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012158-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.78bmga
title: Occurrence Download

description: A dataset containing 5244 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Madagascar",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Insecta",
 "Year 2016-2018"
 ]
}

 The dataset includes 5244 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0241364-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ycbkeh
title: Occurrence Download

description: A dataset containing 7192 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Human Observation"
 ]
 },
 "Year 2008-2018",
 "TaxonKey is Quercus ilex L."
 ]
}

 The dataset includes 7192 records from 96 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012159-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.efxu2t
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "TaxonKey is Justicia adhatoda L."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0234742-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ac6zap
title: Occurrence Download

description: A dataset containing 126492 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aesculus hippocastanum L."
 ]
}

 The dataset includes 126492 records from 685 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0232952-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nt7vcz
title: Occurrence Download

description: A dataset containing 479016 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lythrum salicaria L."
 ]
}

 The dataset includes 479016 records from 909 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0215017-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/uic0d45w
title: CUReT

description: The dataset used in the paper is CUReT, which consists of 61 texture categories, where each category has images of the same material with different poses, illumination, specularity, shadowing, and surface normals.
DOI: 10.13145/bacdive168214.20251217.10
title: Nakamurella leprariae An et al. 2022

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive168215.20250331.9.3
title: Ureibacillus chungkukjangi (Kim et al. 2013) Gupta and Patel 2020

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/48784fox
title: Medical Segmentation Decathlon

description: The Medical Segmentation Decathlon dataset is a benchmark for medical image segmentation, containing 131 CT volumes.
DOI: 10.13145/bacdive168215.20251217.10
title: Ureibacillus chungkukjangi (Kim et al. 2013) Gupta and Patel 2020

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive168216.20250331.9.3
title: Streptomyces nymphaeiformis Hix et al. 2022

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive168216.20251217.10
title: Streptomyces nymphaeiformis Hix et al. 2022

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/ipbor826
title: Heart Disease Data Set

description: Two datasets were used in this study. The first one was obtained from the Cleveland Clinic Foundation and It consists of 303 records, 297 are complete and 6 with missing/unknown values. The second one was Statlog dataset that is available at https://archive.ics.uci.edu/ml/datasets/Statlog+%28Heart%29 and it consists of 270 completed records.
DOI: 10.13145/bacdive168217.20240510.9
title: Paracoccus methylutens Doronina et al. 1998

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive168217.20251217.10
title: Paracoccus methylutens Doronina et al. 1998

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive168218.20240510.9
title: Ammoniibacillus agariperforans Sakai et al. 2015

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/73lkg83y
title: Validation Set

description: A dataset used to train and test the neural network classiﬁers.
DOI: 10.13145/bacdive168218.20251217.10
title: Ammoniibacillus agariperforans Sakai et al. 2015

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive168219.20250331.9.3
title: Nitratireductor rhodophyticola Kim et al. 2022

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive168219.20251217.10
title: Nitratireductor rhodophyticola Kim et al. 2022

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15468/etsabq
title: EDIA – Global Bird Monitoring Program of the Alqueva Dam (EFMA) Secondary Irrigation Network, Irrigation block B: Large steppe species: Little Bustard (Tetrax tetrax) [2019]

description: The dataset contains records of Little Bustard (Tetrax tetrax) collected in the block B of the Secondary Irrigation Network of the Alqueva Dam (irrigation blocks of Alfundão, Ferreira-Valbom, Loureiro-Alvito, Monte Novo, Pedrógão, Pisão, São Matias and Vale de Gaio) and in a control zone, performed within the General Bird Monitoring Plan of the area, promoted by EDIA, S.A. Data were collected in the spring of 2019. A total of 348 sampling points (281 in the block and 67 in the control area) was surveyed during this period, providing 36 contacts of the target species.
DOI: 10.57702/hcdne5i0
title: PROPARA

description: The PROPARA dataset comprises procedural text about scientiﬁc processes. The location states of participant entities at each time step (sentence) in these processes are labeled by human annotators, and the names of par-ticipant entities are given.
DOI: 10.13145/bacdive168220.20250331.9.3
title: Dysosmobacter acutus Li et al. 2022

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive168220.20251217.10
title: Dysosmobacter acutus Li et al. 2022

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive168221.20250331.9.3
title: Methylosinus trichosporium (ex Whittenbury et al. 1970) Bowman et al. 1993

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/bphhl56p
title: Turkish Tweets Dataset

description: A collection of Turkish tweets about three different Turkish telecommunication brands gathered over one month.
DOI: 10.13145/bacdive168221.20251217.10
title: Methylosinus trichosporium (ex Whittenbury et al. 1970) Bowman et al. 1993

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive168222.20250331.9.3
title: Paenactinomyces guangxiensis (Wu et al. 2015) Jiang et al. 2019

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive168222.20251217.10
title: Paenactinomyces guangxiensis (Wu et al. 2015) Jiang et al. 2019

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive168223.20241212.9.2
title: Vitreimonas flagellata Asem et al. 2020

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15468/dl.p4n6xa
title: Occurrence Download

description: A dataset containing 107 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cetopsorhamdia boquillae",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 107 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079263-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/negy8lnj
title: BraTS 2021 Benchmark on Brain Tumor Segmentation and Radiogenomic Classification

description: Novel Local Radiomic Bayesian Classifiers for Non-invasive Prediction of MGMT Methylation Status in Glioblastoma
DOI: 10.6084/m9.figshare.31016962
title: Identifying key pathways and genes in the progression of wooden breast across multiple broiler lines using weighted gene co-expression network analysis

description: 1. Wooden breast (WB) is a common muscle abnormality in the <i>pectoralis major</i> (PM) muscle of broilers that results in significant economic losses for the poultry industry, although its incidence varies in different broiler lines. However, there are few reports on the genes and pathways involved in WB using RNA-seq or microarray data across multiple lines. 2. The current study obtained three datasets (GSE127806, GSE144000 and GSE79276) from different broiler lines in the Gene Expression Omnibus (GEO) database. Weighted gene co-expression network analysis (WGCNA) was then performed using GSE127806 and GSE144000 datasets and identified consensus modules significantly correlated with WB (<i>p</i> ≤ 0.05). Preservation analysis showed that one consensus module was strongly preserved (<i>Zsummary</i> &lt; 2), and two others were moderately preserved (2 &lt; <i>Zsummary</i> &lt; 10) in the GSE79276 dataset. 3. Functional enrichment analysis revealed seven key genes (<i>FN1</i>, <i>SPP1</i>, <i>CD44</i>, <i>TNC</i>, <i>BAK1</i>, <i>TNFRSF1A</i> and <i>CTSK</i>) related to WB were significantly enriched in the extracellular matrix (ECM)-receptor interaction pathway and in the apoptosis pathway in one consensus module. The genes <i>ACO2</i>, <i>MDH2</i> and <i>SUCLG1</i> were significantly enriched in the tricarboxylic acid cycle (TCA) cycle pathway. From the protein-protein interaction analysis, hub genes linked to WB were identified. Seven of these genes are known to participate in muscle contraction (<i>TNNI1</i>, <i>TNNT1</i>, <i>TNNT2</i>, <i>TNNT3</i>, <i>TPM3</i>, <i>TMOD3</i> and <i>TMOD4</i>) and three others in the TCA cycle (<i>ACO2</i>, <i>MDH2</i> and <i>SUCLG1</i>). 4. This study identified key genes and pathways associated with WB, deepening the understanding of the mechanism by which fibrosis (mediated by genes such as <i>FN1</i>) influences WB. It further revealed the important role of the TCA cycle and apoptosis in the pathogenesis of WB.
DOI: 10.6084/m9.figshare.31016962.v1
title: Identifying key pathways and genes in the progression of wooden breast across multiple broiler lines using weighted gene co-expression network analysis

description: 1. Wooden breast (WB) is a common muscle abnormality in the <i>pectoralis major</i> (PM) muscle of broilers that results in significant economic losses for the poultry industry, although its incidence varies in different broiler lines. However, there are few reports on the genes and pathways involved in WB using RNA-seq or microarray data across multiple lines. 2. The current study obtained three datasets (GSE127806, GSE144000 and GSE79276) from different broiler lines in the Gene Expression Omnibus (GEO) database. Weighted gene co-expression network analysis (WGCNA) was then performed using GSE127806 and GSE144000 datasets and identified consensus modules significantly correlated with WB (<i>p</i> ≤ 0.05). Preservation analysis showed that one consensus module was strongly preserved (<i>Zsummary</i> &lt; 2), and two others were moderately preserved (2 &lt; <i>Zsummary</i> &lt; 10) in the GSE79276 dataset. 3. Functional enrichment analysis revealed seven key genes (<i>FN1</i>, <i>SPP1</i>, <i>CD44</i>, <i>TNC</i>, <i>BAK1</i>, <i>TNFRSF1A</i> and <i>CTSK</i>) related to WB were significantly enriched in the extracellular matrix (ECM)-receptor interaction pathway and in the apoptosis pathway in one consensus module. The genes <i>ACO2</i>, <i>MDH2</i> and <i>SUCLG1</i> were significantly enriched in the tricarboxylic acid cycle (TCA) cycle pathway. From the protein-protein interaction analysis, hub genes linked to WB were identified. Seven of these genes are known to participate in muscle contraction (<i>TNNI1</i>, <i>TNNT1</i>, <i>TNNT2</i>, <i>TNNT3</i>, <i>TPM3</i>, <i>TMOD3</i> and <i>TMOD4</i>) and three others in the TCA cycle (<i>ACO2</i>, <i>MDH2</i> and <i>SUCLG1</i>). 4. This study identified key genes and pathways associated with WB, deepening the understanding of the mechanism by which fibrosis (mediated by genes such as <i>FN1</i>) influences WB. It further revealed the important role of the TCA cycle and apoptosis in the pathogenesis of WB.
DOI: 10.13145/bacdive168223.20251217.10
title: Vitreimonas flagellata Asem et al. 2020

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/f3z2d670
title: Sample-Efficient Robust Multi-Agent Reinforcement Learning in the Face of Environmental Uncertainty

description: To overcome the sim-to-real gap in reinforcement learning (RL), learned policies must maintain robustness against environmental uncertainties. While robust RL has been widely studied in single-agent regimes, in multi-agent environments, the problem remains understudied—despite the fact that the problems posed by environmental uncertainties are often exacerbated by strategic interactions. This work focuses on learning in distributionally robust Markov games (RMGs), a robust variant of standard Markov games, wherein each agent aims to learn a policy that maximizes its own worst-case performance when the deployed environment deviates within its own prescribed uncertainty set. This results in a set of robust equilibrium strategies for all agents that align with classic notions of game-theoretic equilibria.
DOI: 10.13145/bacdive168224.20240510.9
title: Ureibacillus defluvii Zhou et al. 2014

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive168224.20251217.10
title: Ureibacillus defluvii Zhou et al. 2014

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive168225.20250331.9.3
title: Spongiivirga citrea Yoon et al. 2015

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive168225.20251217.10
title: Spongiivirga citrea Yoon et al. 2015

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/g8rvqn3r
title: SODA-D and SODA-A

description: The SODA-D and SODA-A datasets are large-scale benchmarks tailored for small object detection.
DOI: 10.13145/bacdive168226.20230509.8.1
title: Spirillospora rubra (ex Schäfer 1973) Vobis and Kothe 1989

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive168226.20251217.10
title: Spirillospora rubra (ex Schäfer 1973) Vobis and Kothe 1989

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/wo030dr5
title: NC-SDEdit

description: A video enhancement dataset that uses pre-trained video diffusion models and proposes a novel formulation for video enhancement that takes into account both visual quality and consistency of content.