cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21227/w77v-wf07
title: "IIST BCI Dataset-12 : A BCI Dataset for Telugu Vocal and Subvocal Commands with Dialect Variation for Wheelchair Control"

description: "Brain-computer interfaces (BCIs) have a lot of potential to assist people with motor disabilities in controlling various assistive devices using brain signals. However, the lack of datasets tailored to Indian languages, especially Telugu, a major language spoken by 81 million people, severely hampers its potential for native speakers. A novel electroencephalogram (EEG) based dataset, IIST BCI Dataset 12, is created using various Telugu words of various slangs and dialects. These words include commands such as Forward, Reverse, Left, Right, Go and Stop. The dataset was collected from two volunteers from different regions of Telangana and Andhrapradesh. The dataset aims to aid Machine Learning (ML) and BCI research, enabling significant contribution for adaptive and accurate EEGbased wheelchair control systems for native Telugu speakers."
DOI: 10.15468/dl.76z5gc
title: Occurrence Download

description: A dataset containing 123 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Aphyllophorales externi",
 "Country is Croatia"
 ]
}

 The dataset includes 123 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039417-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r23z7k
title: Occurrence Download

description: A dataset containing 412550 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "GadmGid is MEX.6_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 412550 records from 381 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039387-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2pzzaa
title: Occurrence Download

description: A dataset containing 44936841 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Plantae",
 "HasCoordinate is true"
 ]
}

 The dataset includes 44936841 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039396-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/y4hy-rz75
title: "wrist pulse data from two pressure sensor "

description: "This dataset presents wrist pulse waveforms acquired using a custom-designed wristband equipped with two pressure sensors. The signals were recorded under seven different external cuff pressure levels: 20, 40, 60, 80, 100, 120, and 140 mmHg. Data acquisition was performed in a controlled setting with the subject in a seated posture, and each recording spans approximately one minute. The dataset captures pulse waveform variations induced by progressive external pressure application and is intended to support research in non-invasive blood pressure estimation, pulse wave analysis, and digital biomarker development. The subject involved in the study had a resting systolic and diastolic blood pressure of 130 mmHg and 95 mmHg, respectively. The data is stored in .csv format, with each sheet corresponding to a specific cuff pressure level. This dataset can be used for studying arterial stiffness, pressure-dependent morphological features, and pulse transit characteristics. "
DOI: 10.15468/dl.3htfa9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Echinochloa crus-pavonis (Kunth) Schult.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((25.5395 -23.2724,25.1306 -24.0715,25.5395 -24.0715,25.5395 -23.2724))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039418-250525065834625/datasets/export for details.
DOI: 10.15468/dl.7nvc79
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lasioglossum quadrisignatum (Schenck, 1853)"
 ]
}

 The dataset includes 60 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039419-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ajtgbw
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((90 24,122 24,122 34,90 34,90 24))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Rhynchocypris oxycephalus (Sauvage & Dabry de Thiersant, 1874)"
 ]
}

 The dataset includes 16 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039420-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c5cc0v60r
title: MassIVE MSV000098167 - 20250612_4hpaa_c18_negative_mzml
title: 20 mice sample were analyzed using c18 column in negative mode.
DOI: 10.15468/dl.ru5g64
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amphora fontinalis Hustedt, 1937",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((32.064 -28.9416,32.4847 -28.5786,30.5701 -28.5786,30.5701 -30.7329,30.6252 -30.6659,31.4179 -29.4257,31.8178 -29.0299,32.064 -28.9416))"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039421-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pq9fvp
title: Occurrence Download

description: A dataset containing 535 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lasioglossum sabulosum (Warncke, 1986)"
 ]
}

 The dataset includes 535 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039423-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8pewu3
title: Occurrence Download

description: A dataset containing 9067 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lasioglossum rufitarse (Zetterstedt, 1838)"
 ]
}

 The dataset includes 9067 records from 126 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039422-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x8qxmv
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Auburn University, John D. Freeman Herbarium",
 "Country is Croatia"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039425-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hdrah8
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Carnegie Museum of Natural History Herbarium",
 "Country is Croatia"
 ]
}

 The dataset includes 41 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039424-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2p424p
title: Occurrence Download

description: A dataset containing 347 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Delaware Museum of Nature and Science – Mollusks",
 "Country is Croatia"
 ]
}

 The dataset includes 347 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039426-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8pg596
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Echinochloa crus-pavonis (Kunth) Schult.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((20.2855 -34.7533,20.509 -34.5676,20.509 -32.9007,17.7723 -32.9007,17.8156 -33.0786,18.3471 -33.7176,18.3748 -33.8287,18.2181 -34.0492,18.3197 -34.3408,18.4452 -34.429,18.5435 -34.4213,18.5872 -34.3667,18.5363 -34.167,18.7345 -34.1508,18.7216 -34.3637,18.7808 -34.4521,19.0289 -34.4206,19.0831 -34.4835,19.2655 -34.5017,19.2032 -34.6157,19.2394 -34.6926,19.375 -34.6963,19.6091 -34.8524,19.8251 -34.8396,19.9798 -34.9064,20.1081 -34.8731,20.1517 -34.7847,20.2855 -34.7533))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039428-250525065834625/datasets/export for details.
DOI: 10.15468/dl.vc2dkj
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amphora fontinalis Hustedt, 1937",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.5808 -24.13,35.5909 -24.0715,30.5701 -24.0715,30.5701 -28.5786,32.4847 -28.5786,32.55 -28.5222,33.0346 -26.8668,32.9741 -26.7838,33.0415 -26.059,32.9304 -26.0011,32.7994 -26.1281,32.6834 -26.0015,32.813 -25.8728,32.8513 -25.7166,33.3048 -25.3731,35.1489 -24.6699,35.5808 -24.13))"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039429-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d2mkw2
title: Occurrence Download

description: A dataset containing 3872 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lasioglossum semilucens (Alfken, 1914)"
 ]
}

 The dataset includes 3872 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039430-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3qs4wg
title: Occurrence Download

description: A dataset containing 273 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lasioglossum sexmaculatum (Schenck, 1853)"
 ]
}

 The dataset includes 273 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039432-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jqwe76
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lasioglossum setulosum (Strand, 1909)"
 ]
}

 The dataset includes 37 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039431-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wskpt6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Echinochloa crus-pavonis (Kunth) Schult.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.628 -23.023,35.6007 -22.9702,35.6007 -23.165,35.628 -23.023))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039433-250525065834625/datasets/export for details.
DOI: 10.15468/dl.qts7gg
title: Occurrence Download

description: A dataset containing 77249 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Brachypodium retusum (Pers.) P.Beauv.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 77249 records from 357 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039415-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5q4rqk
title: Occurrence Download

description: A dataset containing 43739 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Lophotis ruficrista (A.Smith, 1836)"
 ]
}

 The dataset includes 43739 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003604-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e208063
title: ECIN Replication Package for "Who Bears the Cost of Nationalism? A Spatial Analysis on the Unintended Spillover Effects of Boycotts"

description: This project contains the replication package for my paper titled "Who Bears the Cost of Nationalism? A Spatial Analysis on the Unintended Spillover Effects of Boycotts."<br><br>The paper abstract is: Politically motivated boycotts aim to harm the sales of goods associated with foreign rivals, but can also harm the domestic economy if the goods are domestically produced. This paper examines the unintended effects of the 2012 Chinese boycott of Japanese cars on China’s automobile supply chain. By comparing changes in employment between auto parts and non-parts industries located at various distances from Japanese joint ventures (JVs), I find that auto parts manufacturers near the Japanese JVs experienced a 10-17% reduction in employment after the boycott.<br><br>The replication package contains all the data and code used to generate the results of the paper and provides instructions on how to run the code to obtain these results.<br>
DOI: 10.15468/dl.rmag65
title: Occurrence Download

description: A dataset containing 8541 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Corylopsis Siebold & Zucc."
 ]
}

 The dataset includes 8541 records from 220 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031967-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25911/rnhb-vw10
title: Distributed Acoustic Sensing and Seismic data from SISSLE experiment at Alpine Fault, New Zealand, 2023

description: Partial collection of distributed acoustic sensing (DAS) and seismological data from SISSLE (South Island Seismology at the Speed of Light Experiment) in 2023, for reproducing analysis and plots for "Unsupervised Coherent Noise Removal from Seismological Distributed Acoustic Sensing Data" (Konietzny et al., 2024).
description: The distributed acoustic sensing (DAS) and seismological data in this collection are part of SISSLE (South Island Seismology at the Speed of Light Experiment) near Haast, South Island, New Zealand which aims to characterize the Alpine Fault structure and earthquake locations. The data are collected along State Highway 6, which crosses the Alpine Fault, in two phases between February and November 2023 for a total duration of 120 days.The DAS data were measured in strain rate using a Silixa iDAS2 interrogator with a fixed gauge length of 10 m. The DAS data were initially sampled at 1 kHz and later downsampled to 50 Hz for computational efficiency. There are 7488 channels in total, recorded over a distance of about 30 km with a nominal spatial sampling of 4 m. 

Specifically, this data collection is made accessible as part of open research to reproduce analysis and figures for "Unsupervised Coherent Noise Removal from Seismological Distributed Acoustic Sensing Data" (Konietzny et al., 2024), which applies machine learning techniques to effectively remove unwanted, structured coherent noise from DAS data. The data selected contain minute-long time series of local and teleseismic earthquake data, and traffic data. For more details on the earthquakes, refer to the appendix in Konietzny et al. (2024).

The DAS and seismic deployment and data collection was enabled in part by AuScope and the Australian Government via the National Collaborative Research Infrastructure Strategy (NCRIS). The entire data collection from the experiment are embargoed until January 2026. The entire distributed acoustic sensing (DAS) data will be shared through the 2030 Geophysics Collections project and hosted at the National Computational Infrastructure (NCI). Seismic nodal data (network code ‘2B’) and its metadata can be accessed via AusPass, an International Federation of Digital Seismograph Networks (FDSN) data center, dedicated to the acquisition, management, and distribution of passive seismological data in Australia and its periphery.
DOI: 10.15468/dl.kzsttv
title: Occurrence Download

description: A dataset containing 11948 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nestor notabilis Gould, 1856"
 ]
}

 The dataset includes 11948 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031968-240626123714530/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/9005932
title: BBC News
DOI: 10.6084/m9.figshare.26343814
title: STAMPS 2024 GToTree example tree

description: Example tree going along with this page: https://hackmd.io/v4sOHsPmT0OMW4IEBILB1Q
DOI: 10.15468/dl.yb5maj
title: Occurrence Download

description: A dataset containing 6291 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "Geometry POLYGON ((139.916 -34.59443, 140.0051 -34.59443, 140.0051 -34.50439, 139.916 -34.50439, 139.916 -34.59443))"
 ]
}

 The dataset includes 6291 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031969-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k7p4pf
title: Occurrence Download

description: A dataset containing 11948 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nestor notabilis Gould, 1856"
 ]
}

 The dataset includes 11948 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031971-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cdjkp2
title: Occurrence Download

description: A dataset containing 11948 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nestor notabilis Gould, 1856"
 ]
}

 The dataset includes 11948 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031972-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dahjtm
title: Occurrence Download

description: A dataset containing 2253 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Greigia Regel"
 ]
}

 The dataset includes 2253 records from 154 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031974-240626123714530/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.16418799.v3
title: On which evidence can we rely when prescribing off-label methotrexate in dermatological practice? – a systematic review with GRADE approach

description: If an authorized drug is prescribed for a use that is not described in the Summary of Product Characteristics, this is defined as ‘off-label use.’ Methotrexate is often used off-label for dermatological indications. Off-label use is permitted if physicians can justify the treatment based on scientific evidence available to them. Our objective here was therefore to summarize the evidence for the effectiveness, efficacy, and safety of the dermatological off-label use of methotrexate in a systematic review. We searched MEDLINE, EMBASE, and CENTRAL for studies for evidence on the effectiveness, efficacy, and safety of the off-label use of methotrexate in dermatological indications up to November 2019. We used the GRADE system to rate the quality of the evidence. The search retrieved 34,583 hits of which 3566 were selected after the title and abstract screening. After the full-text screening, 143 studies were included, which involved 3688 patients in total. We found low-quality evidence for the effectiveness, efficacy, and safety of the off-label use of methotrexate in 31 dermatological diseases. To optimize the quality of evidence to support off-label use, we need high-quality studies in which well-characterized patients are treated with standardized treatments regimens using well-validated outcomes relevant to patients and physicians.