cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15658703
title: Skid resistance data in the single carriageway roads of Gipuzkoa (Spain) between 2019 and 2021

description: Data of the skid resistance measured in the single carriageway road network of Gipuzkoa (Spain) for a segment with the same traffic value.

Skid resistance values are obtained by means of the SCRIM (Sideway Coefficient Routine Investigation Machine) in the road network of Gipuzkoa in summer. where the skid resistance values are at their lowest value. Values are measured at 20 m interval.

Segments with the same traffic volumes were considered, following the segments defined by the Province Council of Gipuzkoa (Diputación Foral de Gipuzkoa / Gipuzkoako Foru Aldundia). 

The Mean Summer SCRIM Coefficient (MSSC) value is calculated for the segment as the average of the 20 m-subsegments of that segment (with the same traffic value). Then, values exceeding the average + a standard deviation are eliminated and a new MSSC is calculated. This is the provided value.

Additionally, the Average Annual Daily Traffic (AADT) and the AADT of the heavy vehicles for the segment are included, considering both directions. A vehicle exceeding 3,500 kg is considered as a heavy vehicle.
DOI: 10.6084/m9.figshare.21823455.v106
title: The ReptileEvolution.com Project

description:   
Taxon exclusion is the number one problem currently vexing paleontology. The search for pterosaur, turtle, bat, snake, whale, reptile and tetrapod ancestors continues to unnecessarily befuddle paleontologists who continue to work from cherry-picked, textbook and traditional taxon lists that overlook and omit pertinent taxa. That’s why the large reptile tree (LRT), the nearly completely resolved cladogram at the heart of www.ReptileEvolution.com, includes 2212 taxa. Larger taxon numbers minimize taxon exclusion issues. Results indicate the simple act of adding taxa resolves all phylogenetic issues.
DOI: 10.15468/dl.zjfza2
title: Occurrence Download

description: A dataset containing 2020 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-73.67233 44.43813,-69.94851 44.41575,-69.94851 46.38955,-73.64996 46.39851,-73.67233 44.43813))",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Azolla, Bithynia tentaculata, Butomus umbellatus, Bythotrephes longimanus, Carassius auratus, Cipangopaludina chinensis, Craspedacusta sowerbii, Dreissena bugensis, Dreissena polymorpha, Faxonius rusticus, Hydrocharis morsus-ranae, Lepomis cyanellus, Myriophyllum spicatum, Najas minor, Nitellopsis obtusa, Nymphoides peltata, Potamogeton crispus, Salvinia, Scardinius erythrophthalmus, Stratiotes aloides, Tinca tinca, Trachemys scripta, Trachemys scripta elegans, Trapa natans, Viviparus georgianus)"
 ]
}

 The dataset includes 2020 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015518-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nb53jx
title: Occurrence Download

description: A dataset containing 75 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anathallis funerea"
 ]
}

 The dataset includes 75 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015519-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7934/p5948
title: New specimens of Eucoelophysis baldwini from the Upper Triassic Chinle Formation, northern New Mexico, U.S.A., and their implications for the evolution of Silesauridae (Dinosauriformes) (project)
DOI: 10.7934/x30758
title: New specimens of Eucoelophysis baldwini from the Upper Triassic Chinle Formation, northern New Mexico, U.S.A., and their implications for the evolution of Silesauridae (Dinosauriformes) (project) [X30758] Iteration 1
DOI: 10.7934/x30759
title: New specimens of Eucoelophysis baldwini from the Upper Triassic Chinle Formation, northern New Mexico, U.S.A., and their implications for the evolution of Silesauridae (Dinosauriformes) (project) [X30759] Iteration 2
DOI: 10.7934/x30760
title: New specimens of Eucoelophysis baldwini from the Upper Triassic Chinle Formation, northern New Mexico, U.S.A., and their implications for the evolution of Silesauridae (Dinosauriformes) (project) [X30760] Iteration 3
DOI: 10.15468/dl.s3utvt
title: Occurrence Download

description: A dataset containing 7981 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((2.23866 48.76591,2.28461 48.76591,2.28461 48.79423,2.23866 48.79423,2.23866 48.76591))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "PublishingOrg is 1928bdf0-f5d2-11dc-8c12-b8a03c50a862",
 "TaxonKey is Animalia",
 "Year 2015-2025"
 ]
}

 The dataset includes 7981 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015523-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3v47tx
title: Occurrence Download

description: A dataset containing 6526 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Natator depressus"
 ]
}

 The dataset includes 6526 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015524-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17523484
title: PCR as an Amplification Tool, Not a Diagnostic Test: Technical, Historical, and Regulatory Evidence

description: The polymerase chain reaction (PCR) is a laboratory amplification technique designed to detect genetic material, not to diagnose infectious disease. During the COVID-19 era, PCR was repurposed as a mass diagnostic instrument, treated as synonymous with “infection” and “case count,” despite the absence of clinical correlation, viral culture, or standardized threshold criteria. This paper establishes, using peer-reviewed literature, MIQE reporting standards, and regulatory admissions, that PCR is technically incapable of confirming the presence of intact, infectious, replicating virus — and that the public, governments, and media were misled into interpreting amplification fragments as direct indicators of disease. The intention is not to discredit PCR as a method, but to separate scientific function from political misuse. The conclusion is simple: PCR is valid for detecting nucleic acid fragments, but invalid as a standalone diagnostic for clinical infection or contagiousness. Any claim beyond that is either ignorance or manipulation
DOI: 10.5281/zenodo.17525596
title: PCR as an Amplification Tool, Not a Diagnostic Test: Technical, Historical, and Regulatory Evidence

description: The polymerase chain reaction (PCR) is a laboratory amplification technique designed to detect genetic material, not to diagnose infectious disease. During the COVID-19 era, PCR was repurposed as a mass diagnostic instrument, treated as synonymous with “infection” and “case count,” despite the absence of clinical correlation, viral culture, or standardized threshold criteria. This paper establishes, using peer-reviewed literature, MIQE reporting standards, and regulatory admissions, that PCR is technically incapable of confirming the presence of intact, infectious, replicating virus — and that the public, governments, and media were misled into interpreting amplification fragments as direct indicators of disease. The intention is not to discredit PCR as a method, but to separate scientific function from political misuse. The conclusion is simple: PCR is valid for detecting nucleic acid fragments, but invalid as a standalone diagnostic for clinical infection or contagiousness. Any claim beyond that is either ignorance or manipulation
DOI: 10.5281/zenodo.17525530
title: Cell-Type-Specific Transcriptomic Signatures in Prefrontal Cortex Reveal lncRNA-mediated Gene Silencing and Enhancer Activities Contributing to the Pathophysiology of Major Depressive Disorder

description: Table S1: lncRNA microarray expression data.

Table S2: mRNA microarray expression data. 

Table S3: lncRNA Differential expression. 

Table S4: mRNA differential expression. 

Table S5: Inhibitory regulation of lncRNAs on mRNAs. 

Table S6: Cellular localization of Inhibitory lncRNAs. 

Table S7: The known interactions of the Inhibitory lncRNAs in Inhibitory neurons. 

Table S8: The known interactions of the Inhibitory lncRNAs in Excitatory neurons. 

Table S9: Positive regulation of lncRNAs on mRNAs in different cell types. 

Table S10: The known interactions of the enhancer lncRNAs in Inhibitory neurons. 

Table S11: The known interactions of the dysregulated lncRNAs in Excitatory neurons. 

Table S13: The known interactions of the enhancer lncRNAs in Oligodendrocytes. 

Table S14: The known interactions of the enhancer lncRNAs in Astrocytes.
DOI: 10.5281/zenodo.17525531
title: Cell-Type-Specific Transcriptomic Signatures in Prefrontal Cortex Reveal lncRNA-mediated Gene Silencing and Enhancer Activities Contributing to the Pathophysiology of Major Depressive Disorder

description: Table S1: lncRNA microarray expression data.

Table S2: mRNA microarray expression data. 

Table S3: lncRNA Differential expression. 

Table S4: mRNA differential expression. 

Table S5: Inhibitory regulation of lncRNAs on mRNAs. 

Table S6: Cellular localization of Inhibitory lncRNAs. 

Table S7: The known interactions of the Inhibitory lncRNAs in Inhibitory neurons. 

Table S8: The known interactions of the Inhibitory lncRNAs in Excitatory neurons. 

Table S9: Positive regulation of lncRNAs on mRNAs in different cell types. 

Table S10: The known interactions of the enhancer lncRNAs in Inhibitory neurons. 

Table S11: The known interactions of the dysregulated lncRNAs in Excitatory neurons. 

Table S13: The known interactions of the enhancer lncRNAs in Oligodendrocytes. 

Table S14: The known interactions of the enhancer lncRNAs in Astrocytes.
DOI: 10.15468/dl.jmnq35
title: Occurrence Download

description: A dataset containing 1148 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "Geometry POLYGON((-144.88081 70.6098,-151.9483 53.21867,-81.72027 41.52524,-51.1371 44.55968,-54.53523 61.34203,-78.32214 73.50719,-60.95392 83.09529,-101.35392 83.00392,-144.88081 70.6098))",
 "TaxonKey is Alces americanus"
 ]
}

 The dataset includes 1148 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015527-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nemc2j
title: Occurrence Download

description: A dataset containing 404 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Germany",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Macrolepiota procera",
 "Year 2025-2025"
 ]
}

 The dataset includes 404 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015528-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4sddpk
title: Occurrence Download

description: A dataset containing 3840 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Collection of entomological, demographic, water and sanitation, and climatic data in Praia, Cape Verde, from June to November 2022"
 ]
}

 The dataset includes 3840 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015530-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3jjhvw
title: Occurrence Download

description: A dataset containing 15307 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Spain, Andorra, Portugal, Gibraltar)",
 "DatasetKey is one of (AntWeb, Dataset of the arthropodfauna of Sierra Nevada from the zoological collections of the University of Granada, Banco de Datos de la Biodiversidad de la Comunitat Valenciana, International Barcode of Life project (iBOL), Formicidae Collection Univesity of Granada)",
 "TaxonKey is Formicidae"
 ]
}

 The dataset includes 15307 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015529-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17525781
title: N-body box and halo catalog for box baryonification
DOI: 10.15468/dl.u6ptvy
title: Occurrence Download

description: A dataset containing 13480 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"
 ]
}

 The dataset includes 13480 records from 118 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015531-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6tnzhm
title: Occurrence Download

description: A dataset listing the 1784 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-75.60328 10.30949,-75.61858 9.88303,-75.46368 9.79123,-75.07355 9.71856,-74.80964 9.7549,-74.6796 9.85052,-74.6337 9.93084,-74.74653 10.24256,-74.89187 10.44718,-75.14049 10.47396,-75.44264 10.35348,-75.60328 10.30949))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Magnoliopsida"
 ]
}

 The dataset's 1784 records were derived from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015520-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17525816
title: Pesquisa sobre IA na Metodologia da Pesquisa
DOI: 10.5281/zenodo.17525817
title: Pesquisa sobre IA na Metodologia da Pesquisa
DOI: 10.3535/dzf-p3x-lmv
title: Palicourea hazenii subsp. centroamericana C.M.Taylor

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.5281/zenodo.17525823
title: Motivators and Barriers to AI Use in English Teaching in Azerbaijan
DOI: 10.5281/zenodo.17525824
title: Motivators and Barriers to AI Use in English Teaching in Azerbaijan
DOI: 10.15468/dl.f7vesw
title: Occurrence Download

description: A dataset containing 3517 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-104.6163 24.01666,-104.57977 24.01666,-104.57977 24.04909,-104.6163 24.04909,-104.6163 24.01666))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 3517 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015532-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y8em4n
title: Occurrence Download

description: A dataset containing 3840 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Collection of entomological, demographic, water and sanitation, and climatic data in Praia, Cape Verde, from June to November 2022"
 ]
}

 The dataset includes 3840 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015534-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/hw9ost
title: Replication Data for: [Foreign and Domestic Firms: Long Run Employment Effects of Export Opportunities]

description: Review of Economics and Statistics: Forthcoming.
description: Volume XX, Issue X
DOI: 10.15472/bgspwz
title: Crustáceos depositados en la Colección Estuarina y Marina, Universidad de Antioquia - CEMUA

description: La Colección Estuarina y Marina de la Universidad de Antioquia (CEMUA) cuenta con especímenes pertenecientes al subphylum Crustacea desde el año 2010, año en el cual se dio origen a la colección gracias a la Expedición Antioquia. Este conjunto de datos cuenta con un total de 1269 lotes físicos curados y registrados en la base de datos DarwinCore, provenientes del Pacífico y Caribe Colombiano, específicamente de lugares como Bahía Solano, el Chocó, Necoclí, Reserva Natural Sanguré, San Andrés y Turbo. Cada uno de los especímenes fueron recolectados entre los años 2002 y 2016. Por otro lado, el 52.48% del total de loscrustaceos de la colección CEMUA corresponden a los lotes registrados hasta especie, el otro 47.51% está distribuido para los lotes que se registraron hasta phylum (12.06%), subphylum (1.34%), clase (0.63%), subclase (1.42%), infraclase (0.16%), orden (19.46%), suborden (0.08%), infraorden (0.08%), familia (1.34%)y género (10.95%).
DOI: 10.15468/dl.4ehe22
title: Occurrence Download

description: A dataset containing 17971 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Panthera onca, Panthera pardus orientalis, Panthera pardus, Panthera uncia, Panthera tigris tigris, Panthera tigris sondaica)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 17971 records from 237 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015535-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6073/pasta/4a741b21867d76eed699a8ce51d95c6f
title: Rainfall Stable Isotopes collected at Florida International University-MMC (FCE LTER), Miami, Florida, USA, October 2007 - ongoing

description: δ18O and δ2H values for precipitation collected at the Modesto A. Maidique Campus of Florida International University (FIU) relative to Vienna Standard Mean Ocean Water. Rainfall was collected from the roof of AHC-1 building (25.75772 ºN, 80.37108 ºW) from October 2007 to November 2022 using an Aerochemitrics wet/dry collector. Since December 2022, rainfall has been collected using a Palmex Rain Collector located in the FIU Organic Garden (25.75490 ºN, 80.37985 ºW). Oxygen and hydrogen isotope ratios were measured on a Los Gatos Research DLT-100 Liquid-Water Isotope Analyzer in the Hydrogeology laboratory at FIU since the project inception.
DOI: 10.5281/zenodo.17525822
title: European Lepidoptera–plant associations: a species-level interaction matrix

description: I present a large-scale matrix documenting plant–herbivore associations between 5,152 species of Lepidoptera and 3,275 species of vascular plants across Europe. The dataset is organized as a binary interaction matrix, in which each Lepidoptera species is represented by a row and each plant species by a column (1 = recorded larval association, 0 = no record). The compilation is based on an extensive review of published literature, monographs, publicly accessible online repositories, and grey literature, integrating a wide spectrum of sources. All taxonomic names were carefully curated and standardized following the most up-to-date classifications of both Lepidoptera and vascular plants. The matrix encompasses trees, shrubs, and herbaceous plants, including native, naturalized, ornamental, and invasive taxa as delimited by the European Environment Agency. The resolution of this matrix enable the examination of fundamental ecological and evolutionary questions, such as the prevalence and drivers of host specialization, the determinants of herbivore diversity, and the large-scale architecture of plant–herbivore networks. Because Lepidoptera are highly diverse and ecologically significant herbivores, the matrix provides a valuable foundation for assessing resource use and niche partitioning in relation to host traits, plant phylogeny, and biogeographic patterns. Beyond its relevance for basic ecological research, the matrix has strong applied value. It can be used to inform biodiversity conservation strategies, as identifying keystone host plants that sustain large numbers of Lepidoptera species, or by evaluating the vulnerability of herbivore communities to host loss under scenarios of habitat conversion, agricultural intensification, or climate change. Furthermore, the matrix can be integrated with environmental and trait databases to support predictive modeling, risk assessment, and long-term monitoring initiatives. The matrix is provided in a machine-readable CSV format and is accompanied by detailed documentation, facilitating reuse, reproducibility, and interoperability with other biodiversity resources. By making this resource freely available, I aim to foster broad engagement across ecological and conservation communities, enhance comparative studies of plant–herbivore interactions, and provide a lasting foundation for research on the diversity, specialization, and resilience of European herbivore assemblages.
DOI: 10.15468/dl.qwmugx
title: Occurrence Download

description: A dataset containing 201 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CollectionKey is one of (671a2fad-cc16-4f6f-8dd8-2a8751b42a17, b70854fa-d05f-4512-a3ef-c103567657d4)",
 "StateProvince is New Mexico",
 "TaxonKey is one of (Polypodiopsida, Lycopodiopsida)"
 ]
}

 The dataset includes 201 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015539-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4kf6kr
title: Occurrence Download

description: A dataset containing 906 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Germany",
 "OccurrenceStatus is Present",
 "TaxonKey is Russula cyanoxantha",
 "Year 2000-2024"
 ]
}

 The dataset includes 906 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015537-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dtwr5a
title: Occurrence Download

description: A dataset containing 17971 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Panthera onca, Panthera pardus orientalis, Panthera pardus, Panthera uncia, Panthera tigris tigris, Panthera tigris sondaica)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 17971 records from 237 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015538-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tr7tgf
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Plecturocebus baptista"
 ]
}

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015541-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.