cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3886/e240883v3
title: ECIN Replication Package for "Placebo Zones in Discontinuity-Based Designs: Estimation, Inference, and Implementation"

description: We propose a new model-selection algorithm for Regression Discontinuity Design and related estimators. The performance of candidate models is assessed within a `placebo zone' of the running variable. Candidate models can differ by bandwidth and other choice parameters. We outline (restrictive) sufficient conditions under which the approach is asymptotically optimal, and then show the approach also performs favorably under more general conditions in Monte Carlo simulations, including simulations calibrated to well-known real-world applications. We also propose a new randomization inference procedure which draws on the placebo estimates. Our Stata commands implement the procedure and compare its performance to other approaches.
DOI: 10.15468/dl.6xnxkc
title: Occurrence Download

description: A dataset containing 2045 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Euphorbia pediculifera"
 ]
}

 The dataset includes 2045 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022632-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uxv42r
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Argyreia bella",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022633-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vjn9kq
title: Occurrence Download

description: A dataset containing 188 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((-180 -60,-70 -60,-70 70,-180 70,-180 -60))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (28eb1a3f-1c15-4a95-931a-4af90ecb574d, c8d737e0-2ff8-42e8-b8fc-6b805d26fc5f, c54097e6-0972-4acb-b849-eaeba29c917d, bf0d80b3-46da-4e60-b1cf-39f2320acb43, e9f60bdb-217d-4b4e-a22a-2781321220a1, ef3ec46c-c2e6-4674-a663-77b334fa6003, 2538e1c8-ae3c-4812-b6aa-ca9aa53ba277, f072f648-b8a4-47a0-9e1c-89d790645b5a, 29808b4c-81a6-4f60-9df4-bdb9a08f74b8, 3ecddc17-a081-4e85-92c3-d8e31716342c)",
 "TaxonKey is Stenella frontalis",
 "Year 2000-2026"
 ]
}

 The dataset includes 188 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022631-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8k6vfg
title: Occurrence Download

description: A dataset containing 2694 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Costa Rica",
 "DatasetKey is A dataset of bird inventory records at Cloudbridge Nature Reserve, Talamanca Mountains, Costa Rica, between March 2016 and May 2020.",
 "OccurrenceStatus is Present",
 "TaxonKey is Trochilidae"
 ]
}

 The dataset includes 2694 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022630-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.62f6jy
title: Occurrence Download

description: A dataset containing 310 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Micarea prasina",
 "Country is one of (Norway)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1986",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 }
 ]
}

 The dataset includes 310 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022634-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nn8sef
title: Occurrence Download

description: A dataset containing 94321 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Issue is one of (Geodetic datum assumed WGS84, Continent derived from coordinates, Coordinate rounded, Country derived from coordinates)",
 "TaxonKey is Rubus ulmifolius",
 "Year 2000-2026"
 ]
}

 The dataset includes 94321 records from 716 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022559-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/9as7-w604
title: "Earthquake Data since 1980 (time window 1 day)"

description: "Western U.S. earthquake data since 1980. Processed by 1 day time window."
DOI: 10.15468/dl.t6jgm8
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Orthocarpus pachystachyus"
 ]
}

 The dataset includes 28 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022635-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.te3tjw
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Argyreia boseana",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022638-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bdtm7h
title: Occurrence Download

description: A dataset containing 1102 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "Geometry POLYGON((-121.58483 25.65076,-47.41517 25.65076,-47.41517 55.34924,-121.58483 55.34924,-121.58483 25.65076))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "StateProvince is one of (Ontario, Eastern Ontario)",
 "TaxonKey is Symphyotrichum urophyllum"
 ]
}

 The dataset includes 1102 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022640-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5rrxad
title: Occurrence Download

description: A dataset containing 265 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Micarea alabastrites",
 "Country is one of (Norway)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1986",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 }
 ]
}

 The dataset includes 265 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022641-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jw4rfq
title: Occurrence Download

description: A dataset containing 3936454 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Honduras",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 3936454 records from 1160 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022595-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18112/openneuro.ds006890.v1.0.0
title: Longitudinal Multitask Wireless ECoG Data from Two Fully Implanted Macaca fuscata
DOI: 10.15468/bqgqv2
title: 02 monitoring_of_invasive_alien_species_in_the_korean_peninsula_pl_541

description: National Science Museum of Korea Exotic Plan Occurence Resource
DOI: 10.25901/y36r-zs11
title: Cumberland Plain Flux Data Release 2025_v2
DOI: 10.15468/dl.ecz9d7
title: Occurrence Download

description: A dataset containing 19527349 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "BasisOfRecord is Human Observation",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is one of (Present)",
 "Year is greater than or equal to 2008",
 "Year is less than or equal to 2022",
 "Geometry POLYGON((-125.394408850108 24.0874213397469,-66.3484259107805 24.0874213397469,-66.3484259107805 49.8229905070428,-125.394408850108 49.8229905070428,-125.394408850108 24.0874213397469))"
 ]
}

 The dataset includes 19527349 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014475-251025141854904/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/13605562
title: World Athletics Calendar (worldathletics.org)
DOI: 10.15468/dl.swupa7
title: Occurrence Download

description: A dataset containing 241408 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (Europe, Asia)",
 "Month is one of (June, July)",
 "TaxonKey is Gallinago gallinago"
 ]
}

 The dataset includes 241408 records from 501 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014469-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25901/xa6e-a777
title: Daly Uncleared Flux Data Release 2025_v2
DOI: 10.15468/dl.3bgr63
title: Occurrence Download

description: A dataset listing the 346 species recorded in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "TaxonKey is one of (Aves [GBIF Backbone Taxonomy])",
 "GadmGid is one of (COL.19.1_2)",
 {
 "and" : [
 "Elevation is less than or equal to 500m"
 ]
 }
 ]
 }
 ]
}

 The dataset's 346 records were derived from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014477-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17519031
title: Datasets and Model Checkpoints for "Generalized Molecular Property Imputation"
DOI: 10.5281/zenodo.17519032
title: Datasets and Model Checkpoints for "Generalized Molecular Property Imputation"
DOI: 10.15468/dl.xup4r5
title: Occurrence Download

description: A dataset containing 96883534 species occurrences available in GBIF matching the query:
(Query is too complex. Can be viewed on the landing page)

 The dataset includes 96883534 records from 14295 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014444-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/waflnt
title: Biological Records Centre - Database for the Atlas of Freshwater Fishes

description: NBN Gateway Dataset GA000174
DOI: 10.15468/dl.fv6b6e
title: Occurrence Download

description: A dataset containing 25307844 species occurrences available in GBIF matching the query:
(Query is too complex. Can be viewed on the landing page)

 The dataset includes 25307844 records from 7843 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0087518-240506114902167/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.29654738
title: Prognostic model based on KCNK family genes for predicting prognosis and immunotherapy response in lung adenocarcinoma patients

description: The tow-pore domain (KCNK) potassium channel family is associated with tumor progression, but its prognostic value in lung adenocarcinoma (LUAD) remains unclear. In this study, we integrated data from the TCGA and GEO databases to identify 9 KCNK-related differentially expressed genes, and based on this, we classified two molecular subtypes with significantly different prognoses. A 11-gene prognostic model with independent prognostic value was constructed through regression analysis. Immuno-analysis revealed that the low-risk group had stronger immune infiltration and might be more suitable for immunotherapy. These findings reveal the prognostic significance of the KCNK genes and provide a reference for immunotherapy.
DOI: 10.6084/m9.figshare.29654738.v1
title: Prognostic model based on KCNK family genes for predicting prognosis and immunotherapy response in lung adenocarcinoma patients

description: The tow-pore domain (KCNK) potassium channel family is associated with tumor progression, but its prognostic value in lung adenocarcinoma (LUAD) remains unclear. In this study, we integrated data from the TCGA and GEO databases to identify 9 KCNK-related differentially expressed genes, and based on this, we classified two molecular subtypes with significantly different prognoses. A 11-gene prognostic model with independent prognostic value was constructed through regression analysis. Immuno-analysis revealed that the low-risk group had stronger immune infiltration and might be more suitable for immunotherapy. These findings reveal the prognostic significance of the KCNK genes and provide a reference for immunotherapy.
DOI: 10.17028/rd.lboro.29654720
title: Supplementary information files for: "Mixed-methods evaluation of targeted leadership development training to support the career progression of the black and minority ethnic NHS workforce"

description: <b>ntroduction</b> Black and minority ethnic (BME) workers within the National Health Service (NHS) experience barriers to attainment of senior leadership roles. The NHS Leadership Academy delivered two Leadership Programmes addressing barriers to progression among the BME workforce, the Stepping Up (middle managers) and Ready Now (senior leaders) programmes.<b>Methods</b> Mixed-methods evaluation involving an online survey (n=39; 20m/19f, identifying with 10 ethnic groups) and qualitative interviews (n=8; 5m/3f) with programme participants investigating barriers and the extent to which targeted leadership programmes impacted their career progression. Analysis included descriptive statistics and thematic analysis of qualitative data.Supplementary files for article " Mixed-methods evaluation of targeted leadership development training to support the career progression of the black and minority ethnic NHS workforce"<b>Results</b> Participants reported institutional barriers to career progression and experiences of structural racism. Evaluation of targeted leadership programmes was consistently positive, providing a ‘safe space’ for shared experiences, while building self-confidence and motivation to apply for career development opportunities or positions. Most participants secured meaningful career development following programme completion.<b>Conclusions</b> Targeted career development programmes are highly valued by BME healthcare workers and are perceived to contribute to addressing workforce inequalities in career progression relating to ethnic disparity in the attainment of senior NHS leadership roles. However, the broader impact of such programmes remains limited without addressing wider institutional barriers to progression and tackling racialised workplace inequities.<br><br>© The Author(s) CC BY-4.0
DOI: 10.17028/rd.lboro.29654720.v1
title: Supplementary information files for: "Mixed-methods evaluation of targeted leadership development training to support the career progression of the black and minority ethnic NHS workforce"

description: <b>ntroduction</b> Black and minority ethnic (BME) workers within the National Health Service (NHS) experience barriers to attainment of senior leadership roles. The NHS Leadership Academy delivered two Leadership Programmes addressing barriers to progression among the BME workforce, the Stepping Up (middle managers) and Ready Now (senior leaders) programmes.<b>Methods</b> Mixed-methods evaluation involving an online survey (n=39; 20m/19f, identifying with 10 ethnic groups) and qualitative interviews (n=8; 5m/3f) with programme participants investigating barriers and the extent to which targeted leadership programmes impacted their career progression. Analysis included descriptive statistics and thematic analysis of qualitative data.Supplementary files for article " Mixed-methods evaluation of targeted leadership development training to support the career progression of the black and minority ethnic NHS workforce"<b>Results</b> Participants reported institutional barriers to career progression and experiences of structural racism. Evaluation of targeted leadership programmes was consistently positive, providing a ‘safe space’ for shared experiences, while building self-confidence and motivation to apply for career development opportunities or positions. Most participants secured meaningful career development following programme completion.<b>Conclusions</b> Targeted career development programmes are highly valued by BME healthcare workers and are perceived to contribute to addressing workforce inequalities in career progression relating to ethnic disparity in the attainment of senior NHS leadership roles. However, the broader impact of such programmes remains limited without addressing wider institutional barriers to progression and tackling racialised workplace inequities.<br><br>© The Author(s) CC BY-4.0
DOI: 10.15468/dl.cs836c
title: Occurrence Download

description: A dataset containing 5467320 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Royal Botanic Gardens, Kew - Herbarium Specimens"
 ]
}

 The dataset includes 5467320 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059882-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z44faq
title: Occurrence Download

description: A dataset containing 468 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Korea, Republic of",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Anthriscus sylvestris"
 ]
}

 The dataset includes 468 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059896-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s49adt
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Larus bulleri)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 43 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059897-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jqzhx4
title: Occurrence Download

description: A dataset containing 72 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phoracantha semipunctata",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 72 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059898-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rx245w
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sporobolus anglicus",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 24 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059899-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pstbm5
title: Occurrence Download

description: A dataset containing 34057 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Linum bienne"
 ]
}

 The dataset includes 34057 records from 979 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059891-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x7hgt2
title: Occurrence Download

description: A dataset listing the 4115 species recorded in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is Kenya",
 "DatasetKey is one of (EOD – eBird Observation Dataset, Kenya Bird Map (Full protocol and Adhoc records), iNaturalist Research-grade Observations, Kenya Bird Map Occurrence Data, International Barcode of Life project (iBOL), Observation.org, Nature data from around the World, A Bird Atlas of Kenya, Bird Survey Around Mida Creek, Bird Ringing Data of the Taita Hills Forests, 1996 to 2016, Royal Botanic Gardens, Kew - Herbarium Specimens)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (LC, NT, VU, EN, CR)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 4115 records were derived from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059884-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kttcwd
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phoracantha semipunctata",
 "Country is Spain",
 "HasCoordinate is true"
 ]
}

 The dataset includes 61 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059901-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jv99dg
title: Occurrence Download

description: A dataset containing 305 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Jatropha curcas",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 305 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059903-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.