cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.nbw5j4
title: Occurrence Download

description: A dataset containing 177494 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Segundo censo de plantas leñosas de una Parcela Permanente de 25 hectáreas, ubicada en la Reserva Natural La Planada (Nariño, Colombia)"
 ]
}

 The dataset includes 177494 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042578-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t8hzsx
title: Occurrence Download

description: A dataset containing 1222 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cypripedium"
 ]
}

 The dataset includes 1222 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042590-250811113504898/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.22337722.v5
title: Raw and Preprocessed Data

description: <br>The data folder contains the data files that were used in "Uncovering breast cancer metabolic landscape through multi-modal machine learning and metabolic modelling" project:- raw (clinical_Original.csv) and preprocessed clinical data (clinical_data.csv)- raw transcriptomic data (TCGA-noise-ENSG.csv)- breast Gtext data (Gtex-noiso-ENSG.csv)- fluxomic data generated from genome-scale metabolic model (flux-test.csv)- Raw count and preprocessed single-cell transcriptomic objects for validation.- Spatial transcriptomic data (Spatial_738811QB) for validation-Reactions mapping of fluxomic data<br>
DOI: 10.15468/dl.expvpq
title: Occurrence Download

description: A dataset containing 177494 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Primer censo de plantas leñosas de una Parcela Permanente de 25 hectáreas, ubicada en la Reserva Natural La Planada (Nariño, Colombia)"
 ]
}

 The dataset includes 177494 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042577-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5885/45264sl-af7fda53f9e44927
title: Climate station data from the Kangiqsualujjuaq region in Nunavik, Quebec, Canada
title: Données des stations climatiques de la région de Kangiqsualujjuaq au Nunavik, Québec, Canada

description: The data collected from the Kangiqsualujjuaq region in Nunavik, Quebec, Canada. It contains data from air temperatures, air humidity, wind direction and wind speed. The available datasets cover the period from 1988-2023. Data are available as: (1) recorded data; (2) daily averages; (3) monthly averages; and (4) yearly averages.
description: Les données proviennent de la région de Kangiqsualujjuaq au Nunavik, Québec, Canada. On y retrouve des données de température de l'air, d'humidité de l'air et des données de direction et de vitesse des vents . La période couverte par les données est 1988-2023. Les données sont disponibles en quatre formats: (1) données enregistrées; (2) la moyennne journalière; (3) la moyenne mensuelle et (4) la moyenne annuelle.
DOI: 10.21227/x7qe-wm58
title: "Smart Building Dataset on Thermal Comfort and Energy Use in 100-Seat Lecture Rooms for Hot and Dry Climate of Rajasthan (Jaipur)"

description: "The  current dataset has been developed to support research in energy optimization and intelligent control of smart buildings under extreme climate conditions. The data was collected from two university lecture halls in Jaipur, India, each designed to accommodate 100 students, and represents the hot and dry climatic characteristics of the region. To capture the influence of air-conditioning (AC) operation on both energy consumption and indoor comfort, the dataset is divided into two scenarios: one with AC in operation and the other without AC. For each condition, both daily and hourly measurements were recorded across a full year, resulting in a data span of 365 daily entries and 365 \u00d7 24 hourly entries for each file. The thermal comfort data are stored in separate files, with variables including Date\/Time, Relative Humidity (%), Fanger PMV, Pierce PMV ET, Pierce PMV SET, Kansas University TSV, Air Temperature (\u00b0C), Operative Temperature (\u00b0C), Discomfort Hours (hrs), and Dry-Bulb Temperature (\u00b0C). These metrics provide comprehensive insights into human comfort perception by integrating both subjective comfort indices and objective temperature-related measurements. For instance, Predicted Mean Vote (PMV) and Thermal Sensation Vote (TSV) indices quantify comfort levels, while discomfort hours represent deviations from optimal indoor conditions.The energy consumption data are stored in distinct files for both daily and hourly formats. Variables include Lighting, Computer, Occupancy, Solar Gains through Windows, Zone\/System Sensible Cooling, and Total Latent Load. Daily values are expressed in kilowatt-hours (kWh), whereas hourly values are represented in kilowatts (kW). The dataset thus captures internal energy gains and system loads with respect to varying occupancy, solar exposure, and cooling requirements. Present dataset records lecture hall system load, including sensible cooling and total cooling (kWh daily, kW hourly), supporting smart building energy analysis under Jaipur\u2019s hot and dry climate.The present dataset contains six structured files: Daily and Hourly Thermal Comfort, Daily and Hourly System Load, and Daily and Hourly Internal Gains. The files are organized in a tabular format, making them compatible with standard data analytics and machine learning workflows. This dataset provides a unique opportunity for researchers to explore energy-thermal comfort trade-offs, develop nature-inspired intelligent optimization models, and design smart HVAC control strategies tailored for hot and dry climates. It is particularly relevant for studies on sustainable building design, energy-efficient operations, and climate-specific comfort modeling in educational infrastructures."
DOI: 10.15468/dl.ktvpnf
title: Occurrence Download

description: A dataset containing 3902 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trifolium pratense",
 "Country is Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3902 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042592-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25934/pr00006825.1
title: Available IPD datapackage for study 'Sunitinib Treatment Of Renal Adjuvant Cancer (S-trac): A Randomized Double-blind Phase 3 Study Of Adjuvant Sunitinib Vs. Placebo In Subjects At High Risk Of Recurrent Rcc'

description: To compare the disease free survival time and safety of sunitinib with placebo in adjuvant treatment patients at high risk of recurrent kidney cancer after surgery.
DOI: 10.15468/dl.2drqtb
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Acanthodoras depressus)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042593-250811113504898/datasets/export for details.
DOI: 10.15468/dl.zrc6cg
title: Occurrence Download

description: A dataset containing 2435 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trifolium pratense",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2435 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042594-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/n8a9-1909
title: " AI Drift Detection Framework: Experimental Data and Performance Analysis"

description: "This dataset provides experimental data and performance analysis results for an AI Drift Detection Framework designed to monitor and detect concept drift in machine learning models. The dataset includes comprehensive experimental results from various drift detection scenarios using reinforcement learning techniques, concept drift simulation data, model monitoring logs, and early warning system outputs. The framework employs composite scoring mechanisms to enhance drift detection accuracy across different types of machine learning models. The dataset contains performance metrics, behavioral analysis data, and comparative studies demonstrating the framework's effectiveness in real-world scenarios. This resource is valuable for researchers working on model robustness, automated monitoring systems, and adaptive machine learning architectures."
DOI: 10.15468/dl.3z4796
title: Occurrence Download

description: A dataset containing 3733 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is North America",
 "Country is one of (Mexico, United States of America)",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Stenocereus thurberi",
 "Year 2017-2025"
 ]
}

 The dataset includes 3733 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042595-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3wsz3f
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trifolium pratense",
 "Country is Korea (Democratic People’s Republic of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042596-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5q8cf7
title: Occurrence Download

description: A dataset containing 117678 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Carex acuta, Carex acuta amblylepis, Carex acuta fluviatilis, Carex acuta graciliflora, Carex acuta gracilis, Carex acuta pedicellata, Carex acuta personata, Carex acuta tourangiana, Carex acuta touranginiana, Carex acuta tricostata)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Machine Observation)"
 ]
 }
 },
 "Continent is Europe",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 117678 records from 672 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042561-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rtze26
title: Occurrence Download

description: A dataset containing 5643 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solidago gigantea",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5643 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014205-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60893/figshare.apl.30951098
title: Additional Material for Reviewer

description: Supplementary Materials
DOI: 10.60893/figshare.apl.30951098.v1
title: Additional Material for Reviewer

description: Supplementary Materials
DOI: 10.15468/dl.2t4hr4
title: Occurrence Download

description: A dataset containing 20667 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "CoordinateUncertaintyInMeters is less than or equal to 100.0",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cicuta virosa"
 ]
}

 The dataset includes 20667 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014206-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60893/figshare.apl.30954275
title: Pressure Induced Polar-Nonpolar-Polar Phase Conversion in Na0.5Bi0.5TiO3

description: Supplemental Materials for "Pressure Induced Polar-Nonpolar-Polar Phase Conversion in Na0.5Bi0.5TiO3"
DOI: 10.60893/figshare.apl.30954275.v1
title: Pressure Induced Polar-Nonpolar-Polar Phase Conversion in Na0.5Bi0.5TiO3

description: Supplemental Materials for "Pressure Induced Polar-Nonpolar-Polar Phase Conversion in Na0.5Bi0.5TiO3"
DOI: 10.60893/figshare.apl.30982447
title: Supplement Number 1

description: Materials and methods and additional figures including device fabrication process, XRD and XPS patterns, AFM images, TEM images, quasi-static capacitance-voltage (QSCV) measurement methods and results, time-dependent dielectric breakdown behavior of the devices
DOI: 10.60893/figshare.apl.30982447.v1
title: Supplement Number 1

description: Materials and methods and additional figures including device fabrication process, XRD and XPS patterns, AFM images, TEM images, quasi-static capacitance-voltage (QSCV) measurement methods and results, time-dependent dielectric breakdown behavior of the devices
DOI: 10.15468/dl.98y36x
title: Occurrence Download

description: A dataset containing 2657 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pulmonaria officinalis, Pulmonaria officinalis)",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "Year is greater than or equal to 2010",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 50",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 2657 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014207-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/32096
title: Chandra X-ray Observatory ObsId 32096

description: Calibration of the quasar Hubble diagram with z &lt;~ 0.7 quasars as CATs
DOI: 10.25574/32107
title: Chandra X-ray Observatory ObsId 32107

description: X-ray Investigation of Green Pea Narrow-Line Seyfert 1 Galaxies as Local Analogs of JWST's Little Red Dots
DOI: 10.15468/dl.pjm7aw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Spodoptera frugiperda",
 "Country is Burkina Faso",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014210-260108223611665/datasets/export for details.
DOI: 10.60893/figshare.apr.30964783
title: Supplementary Material

description: Supplementary Material for publication, with details of computational methods, Optimized Structures, Detailed magnetic moments and other relevant results.
DOI: 10.60893/figshare.apr.30964783.v1
title: Supplementary Material

description: Supplementary Material for publication, with details of computational methods, Optimized Structures, Detailed magnetic moments and other relevant results.
DOI: 10.15468/dl.c7pvg7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Spodoptera frugiperda",
 "Country is Switzerland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014212-260108223611665/datasets/export for details.
DOI: 10.15468/dl.zbvevj
title: Occurrence Download

description: A dataset containing 316 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cervus wallichii, Ovis hodgsoni, Tetraophasis szechenyii, Ardea insignis, Perisoreus internigrans, Schoeniparus variegaticeps, Liocichla bugunorum, Aegypius monachus, Emberiza aureola, Thermophis baileyi, Canis lupus, Vulpes corsac, Vulpes ferrilata, Vulpes vulpes, Prionailurus bengalensis, Elaphodus cephalophus, Arborophila torqueola, Arborophila rufogularis, Arborophila mandellii, Mergellus albellus, Podiceps nigricollis, Columba punicea, Porphyrio porphyrio, Ibidorhyncha struthersii, Gallinago nemoricola, Numenius arquata, Arenaria interpres, Harpactes erythrocephalus, Halcyon smyrnensis, Picoides tridactylus, Dryocopus martius, Chrysophlegma flavinucha, Picus chlorolophus, Mulleripicus pulverulentus, Cissa chinensis, Poecile superciliosus, Moupinia poecilotis, Fulvetta striaticollis, Zosterops erythropleurus, Babax waddelli, Babax koslowi, Garrulax maesi, Garrulax maximus, Garrulax ocellatus, Trochalopteron elliotii, Leiothrix argentauris, Leiothrix lutea, Sitta yunnanensis, Coccothraustes, Coccothraustes, Calliope pectardens, Niltava grandis, Urocynchramus pylzowi, Carpodacus roborowskii, Loxia curvirostra, Emberiza koslowi, Ophisaurus, Ophiophagus hannah, Batrachuperus karlschmidti, Schizothorax waltoni, Schizothorax macropogon, Diptychus maculatus, Oxygymnocypris stewartii, Psilonychus, Glyptosternum maculatum, Phyllium tibetense, Parnassius imperator, Troides aeacus, Teinopalpus imperialis)",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "HasGeospatialIssue" : [
 "is true"
 ]
 }
 },
 "DecimalLongitude is greater than or equal to 89.5",
 "DecimalLongitude is less than or equal to 93",
 "DecimalLatitude is greater than or equal to 29",
 "DecimalLatitude is less than or equal to 31"
 ]
}

 The dataset includes 316 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014209-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ekev37
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Spodoptera frugiperda",
 "Country is Congo, Democratic Republic of the",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014211-260108223611665/datasets/export for details.
DOI: 10.15468/dl.r77ktx
title: Occurrence Download

description: A dataset containing 625030 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rumex crispus"
 ]
}

 The dataset includes 625030 records from 3690 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014114-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ec9d6y
title: Occurrence Download

description: A dataset containing 308 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Primula nutans Georgi"
 ]
}

 The dataset includes 308 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012288-250415084134356/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.28883027
title: Research Data for Article ,,Optimizing First-line Treatment for SE''. Dataset 2025.04.28.xlsx

description: Optimizing First-line Treatment for Early Status Epilepticus in Pediatric Prehospital Care: Are the Recommendations for Benzodiazepine Rescue Medications in Hospital Discharge Summaries in Line with Guidelines?
DOI: 10.6084/m9.figshare.28883027.v1
title: Research Data for Article ,,Optimizing First-line Treatment for SE''. Dataset 2025.04.28.xlsx

description: Optimizing First-line Treatment for Early Status Epilepticus in Pediatric Prehospital Care: Are the Recommendations for Benzodiazepine Rescue Medications in Hospital Discharge Summaries in Line with Guidelines?
DOI: 10.15468/dl.7yqw7d
title: Occurrence Download

description: A dataset containing 103 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bulbophyllum scariosum Summerh."
 ]
}

 The dataset includes 103 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002874-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57703/ce-8dvdx
title: Surface-Topography Challenge_Sample P38

description: Tapping and contact mode AFM images with different scan sizes on the respective sample P38 (rougher surface-CrN deposited on the rough "backside" of a single-side polished silicon wafer, which has been subsequently etched with isotropic reactive ion etching).
DOI: 10.13127/histoiremarsili/waterdensity
title: Water density data extrapolated by water weight measurements reported in Histoire Physique de la mer (1725) of L.F. Marsili

description: The water weight measurements reported in Histoire Physique de la mer, an historical oceanographic treatise published in 1725 by Luigi Ferdinando Marsili, allowed the reconstruction, in the framework of MACMAP (A Multidisciplinary Analysis of Climate change indicators in the Mediterranean And Polar regions) project, of the water density collected at different geographic locations in the Golfe du Lion between 18th June 1706 to 18th January 1707.
description: Water density data in Kg/m3 were obtained following a sequence of conversions: first, the water weight measurements (ounces, dragme, grains including the weight of the instrument in air) were converted into grains, as indicated in the Preface by Marsili: 1 pound corresponds to 12 ounces, 1 ounce to 8 dragme and 1 dragma to 60 grains. Marsili highlights on Plate IX, page 26, that 6 dragme is equivalent to 360 grains. Then distilled surface water, used by Marsili as reference water and whose weigh.
DOI: 10.5281/zenodo.15269242
title: Oxford nanopore amplicon sequencing of in vitro SARS-CoV-2 viral escape assay

description: Provided are raw fastq files that are derived from a PCR-based Oxford Nanopore amplicon sequencing experiment. For reference, please visit https://github.com/memumab/escapster
DOI: 10.5281/zenodo.15269243
title: Oxford nanopore amplicon sequencing of in vitro SARS-CoV-2 viral escape assay

description: Provided are raw fastq files that are derived from a PCR-based Oxford Nanopore amplicon sequencing experiment. For reference, please visit https://github.com/memumab/escapster