cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5066/p149yece
title: Data release for Effects of Total Suspended Solids on Photomineralization of Dissolved Organic Matter in the Peace-Athabasca Delta, Canada

description: Northern deltas receive chromophoric dissolved organic matter (CDOM) from their watersheds, which can be oxidized to carbon dioxide upon absorption of sunlight (i.e., photomineralized). These deltas also receive total suspended solids (TSS), which may shade sunlight absorption by CDOM, thus limiting photomineralization. To quantify this interaction for the first time, we measured photomineralization rates at 11 sites in the Peace-Athabasca Delta (PAD), Canada. We sampled waters during a July 2022 field campaign for TSS concentration, CDOM concentration (aCDOM,λ), total downwelling sunlight attenuation coefficients (Kd,tot,λ), and light attenuation coefficients due to CDOM (Kd,CDOM,λ). TSS ranged from less than 1 to 112 mg/L with an average of 19 ± 34 mg/L (mean ± one standard deviation), an order of magnitude lower than TSS reported in rivers entering the PAD earlier in the open water season. aCDOM,λ at 305 nm (aCDOM,305) ranged from 23.3 to 65.2 m-1, Kd,CDOM,305 ranged from 26.3 to 74.1 m-1, and Kd,tot,305 ranged from 19 to 64 m-1. The ratio of sunlight absorbed by CDOM relative to total sunlight attenuation (Kd,CDOM,λ /Kd,tot,λ) was 0.97 ± 0.26 across all wavelengths measured (305 – 412 nm) and was inversely correlated with TSS concentration. TSS thus limited photomineralization rates by shading CDOM from Ultraviolet A (UVA) and visible wavelengths of sunlight, reducing photomineralization rates by up to 56% compared to rates in the absence of TSS or other non-CDOM particles that attenuate sunlight. Results suggest that shifts in delta hydrology that affect TSS concentration likely influence photomineralization rates within TSS-rich northern deltas.
DOI: 10.15468/dl.mchcus
title: Occurrence Download

description: A dataset containing 1438060 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Sphenisciformes, Pygoscelis antarcticus (J.R.Forster, 1781))"
 ]
}

 The dataset includes 1438060 records from 337 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019196-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qkezcc
title: Occurrence Download

description: A dataset containing 962 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Phaenicophaeus pyrrhocephalus (Pennant, 1769)",
 "Year 2016-2025"
 ]
}

 The dataset includes 962 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019241-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14800657
title: Highly precise values for the energy ratios underlying the Lieb-Oxford bound and the convexity conjecture for the adiabatic connection

description: Data used in manuscript that will be submitted in Journal of Chemical Physics
DOI: 10.5281/zenodo.14800656
title: Highly precise values for the energy ratios underlying the Lieb-Oxford bound and the convexity conjecture for the adiabatic connection

description: Data used in manuscript that will be submitted in Journal of Chemical Physics
DOI: 10.5281/zenodo.15059604
title: Highly precise values for the energy ratios underlying the Lieb-Oxford bound and the convexity conjecture for the adiabatic connection

description: Data used in manuscript that will be submitted in Journal of Chemical Physics
DOI: 10.15468/dl.7sk922
title: Occurrence Download

description: A dataset containing 1209538 records in GBIF matching the query:
SELECT
 occurrenceid,
 datasetkey,
 organismid,
 scientificname,
 eventdate,
 decimallatitude,
 decimallongitude
FROM
 occurrence
WHERE
 occurrence.datasetkey IN ('638cc552-4ca9-43c0-8cad-d3f570a4572e', '6c860eb3-83ba-48c3-9328-a7b3c7a3c7b4')
 AND occurrence.occurrencestatus = 'PRESENT'
 AND occurrence.basisofrecord = 'MACHINE_OBSERVATION'

 The dataset's 1209538 records were derived from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019234-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nzx3hp
title: Occurrence Download

description: A dataset containing 178238 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepomis macrochirus Rafinesque, 1819"
 ]
}

 The dataset includes 178238 records from 186 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019199-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.awubmz
title: Occurrence Download

description: A dataset containing 10697722 species occurrences available in GBIF matching the query:
{
 "and" : [
 "InstitutionCode is one of (USNM, US)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 10697722 records from 816 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019219-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m67xjn
title: Occurrence Download

description: A dataset containing 10123 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((-74.1273 4.6748,-74.12436 4.67645,-74.12408 4.67797,-74.12683 4.67842,-74.12872 4.67625,-74.13136 4.67824,-74.13264 4.67733,-74.13428 4.67525,-74.13496 4.67462,-74.13479 4.67377,-74.1364 4.67222,-74.13535 4.67111,-74.13438 4.67016,-74.13148 4.67238,-74.12924 4.67372,-74.12877 4.67392,-74.12767 4.67268,-74.12709 4.67307,-74.12807 4.67436,-74.1273 4.6748))"
 ]
}

 The dataset includes 10123 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0248782-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n68xxw
title: Occurrence Download

description: A dataset containing 1529 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "TaxonKey is Ludwigia L."
 ]
}

 The dataset includes 1529 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0244105-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/5tmv6z66x2.1
title: Impact-COVID-19_Web_Accessibility Dataset-2

description: Web accessibility of the home pages of selected universities around the world was evaluated against
Web Content Accessibility Guidelines 2.1, for the period from 2018 to 2024. Added a more detailed web accesibility error type occurence.
DOI: 10.15468/dl.72n3t9
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Azemiops feae Boulenger, 1888"
 ]
}

 The dataset includes 37 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037904-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k774xv
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Marina goldmanii (Rose) Barneby"
 ]
}

 The dataset includes 17 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019438-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zggahs
title: Occurrence Download

description: A dataset containing 319 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "TaxonKey is Trichilia elegans A.Juss."
 ]
}

 The dataset includes 319 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0248765-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ajypwt
title: Occurrence Download

description: A dataset containing 8891 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eleutherodactylus planirostris (Cope, 1862)"
 ]
}

 The dataset includes 8891 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037909-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.357yt3
title: Occurrence Download

description: A dataset containing 2989520 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((6.298 45.491,7.298 45.491,7.298 46.491,6.298 46.491,6.298 45.491))",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae",
 "Year 1000-2023"
 ]
}

 The dataset includes 2989520 records from 237 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0244135-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j7kcxr
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ischnosiphon parvifolius L.Andersson"
 ]
}

 The dataset includes 13 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0255175-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cku6d5
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ruehssia nicoyana (Pittier) Morillo & Mora"
 ]
}

 The dataset includes 60 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019679-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/jdn9pt8kwd.2
title: International Spillovers of Conventional versus New Monetary Policy

description: The attached folder replicates the results in the paper titled International Spillovers of Conventional versus New Monetary Policy by Aamir Rafique Hashmi and Dennis Nsafoah.
DOI: 10.15468/dl.he5teh
title: Occurrence Download

description: A dataset containing 521 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhodnius neglectus Lent, 1954",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 }
 ]
}

 The dataset includes 521 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069721-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v62hqp
title: Occurrence Download

description: A dataset containing 16629 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Helianthus annuus L.",
 "Country is one of (United States of America, Canada)",
 "Year is greater than or equal to 1979"
 ]
}

 The dataset includes 16629 records from 176 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037907-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f4pqa6
title: Occurrence Download

description: A dataset containing 168825 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lutjanus Bloch, 1790",
 "Year 1999-2023"
 ]
}

 The dataset includes 168825 records from 302 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0255165-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ykkqya
title: Occurrence Download

description: A dataset listing the 54789 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is naturgucker"
 ]
}

 The dataset's 54789 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0244120-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.msm6x2
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ruehssia nitida (Poir.) Acev.-Rodr."
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019680-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7kru3x
title: Occurrence Download

description: A dataset containing 4842 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Thesium reekmansii Lawalrée, Phoradendron henslovii (Hook.fil.) B.L.Rob., Cuscuta gymnocarpa Engelm., Erianthemum rotundifolium Wiens & Polhill, Hydnora sinandevu Beentje & Q.Luke, Harveya alba Hepper, Englerina kwaiensis (Engl.) Polhill & Wiens, Englerina schlechteri (Engl.) Polhill & Wiens, Globimetula pachyclada (Sprague) Danser, Cuscuta acuta Engelm., Englerina heckmanniana (Engl.) Polhill & Wiens, Agelanthus krausei (Engl.) Polhill & Wiens, Englerina holstii (Engl.) Tiegh., Dendropemon confertiflorus (Krug & Urb.) Leiva & I.Arias, Agelanthus kayseri (Engl.) Polhill & Wiens, Hachettea austrocaledonica Baill., Oncella ambigua (Engl.) Tiegh., Cuscuta kilimanjari Oliv., Cuscuta reflexa Roxb., Arceuthobium oxycedri (DC.) M.Bieb.)"
 ]
}

 The dataset includes 4842 records from 193 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019426-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.1.2615.2164
title: Fortran program for thermonuclear reaction rates from Caughlan and Fowler 1988
DOI: 10.15468/dl.y92vmj
title: Occurrence Download

description: A dataset containing 257038 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Opuntia Mill.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 257038 records from 843 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002044-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2dw9rq
title: Occurrence Download

description: A dataset containing 1200 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Coronilla emerus L.",
 "Continent is Europe",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 1200 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002052-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25318/4210009001-eng
title: Proportion of child care providers with at least one child enrolled by age group and provider type, April 2022, Canada

description: Proportion of centre-based, licensed home-based and unlicensed home-based child care providers with at least one child enrolled and the average number of children enrolled, by age group, Canada.
DOI: 10.15468/dl.dyqeup
title: Occurrence Download

description: A dataset containing 6743 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Hedychium gardnerianum Sheph. ex Ker Gawl.",
 "Year 2010-2020"
 ]
}

 The dataset includes 6743 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002054-250402121839773/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.28457132
title: crabs_poisson

description: <pre>Horseshoe crabs arrive at the beach in pairs for their spawning ritual. Solitary males gather around the nesting couples and vying to fertilize the eggs. These individuals, known as satellite males, often congregate near certain nesting pairs while disregarding others.<br><br>We use Bambi to create a Poisson model for the number male satellites as a function of the carapace width and color of the female.<br>For details see https://doi.org/10.1111/j.1439-0310.1996.tb01099.x and https://bap.com.ar.</pre><br>
DOI: 10.6084/m9.figshare.28457132.v2
title: crabs_poisson

description: <pre>Horseshoe crabs arrive at the beach in pairs for their spawning ritual. Solitary males gather around the nesting couples and vying to fertilize the eggs. These individuals, known as satellite males, often congregate near certain nesting pairs while disregarding others.<br><br>We use Bambi to create a Poisson model for the number male satellites as a function of the carapace width and color of the female.<br>For details see https://doi.org/10.1111/j.1439-0310.1996.tb01099.x and https://bap.com.ar.</pre><br>
DOI: 10.6084/m9.figshare.28457132.v1
title: crabs_poisson

description: <pre>Horseshoe crabs arrive at the beach in pairs for their spawning ritual. Solitary males gather around the nesting couples and vying to fertilize the eggs. These individuals, known as satellite males, often congregate near certain nesting pairs while disregarding others.<br><br>We use Bambi to create a Poisson model for the number male satellites as a function of the carapace width and color of the female.<br>For details see https://doi.org/10.1111/j.1439-0310.1996.tb01099.x and https://bap.com.ar.</pre><br>
DOI: 10.15468/dl.2yqeby
title: Occurrence Download

description: A dataset containing 343550 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Calluna vulgaris (L.) Hull",
 "Year 2010-2020"
 ]
}

 The dataset includes 343550 records from 1106 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002045-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xyab3s
title: Occurrence Download

description: A dataset containing 1198229 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Ecuador",
 "Year 1978-2023"
 ]
}

 The dataset includes 1198229 records from 812 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034701-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14481342
title: Case-based Learning Survey for Statistical Collaboration Course

description: Case-based learning (CBL) is a highly effective approach in health professions education that remains underutilized in the field of statistics. To promote broader adoption, we have developed realistic cases designed to help learners practice critical thinking and devise appropriate solutions for complex scenarios. These cases, used in our graduate-level statistical collaboration course, incorporate social factors and real-world implications. The first case explores a newly graduated biostatistician navigating the challenges of meeting a client's expectations. The second focuses on a junior biostatistician developing a statistical analysis plan for a client with limited statistical knowledge. The third case, inspired by the development of the American Statistical Association's ethical guidelines, incorporates creative liberties. Both training materials and fully developed cases are provided. We also discuss strategies for educators to create and facilitate similar cases. By engaging students in thoughtful consideration of these scenarios within a safe, structured environment, we encourage them to examine their assumptions and conclusions. This preparation equips them for real-world roles as consultants and team scientists. Additionally, student feedback from course evaluations and surveys indicates strong support for CBL, with the majority recommending its use in similar educational contexts.
DOI: 10.5281/zenodo.14481343
title: Case-based Learning Survey for Statistical Collaboration Course

description: Case-based learning (CBL) is a highly effective approach in health professions education that remains underutilized in the field of statistics. To promote broader adoption, we have developed realistic cases designed to help learners practice critical thinking and devise appropriate solutions for complex scenarios. These cases, used in our graduate-level statistical collaboration course, incorporate social factors and real-world implications. The first case explores a newly graduated biostatistician navigating the challenges of meeting a client's expectations. The second focuses on a junior biostatistician developing a statistical analysis plan for a client with limited statistical knowledge. The third case, inspired by the development of the American Statistical Association's ethical guidelines, incorporates creative liberties. Both training materials and fully developed cases are provided. We also discuss strategies for educators to create and facilitate similar cases. By engaging students in thoughtful consideration of these scenarios within a safe, structured environment, we encourage them to examine their assumptions and conclusions. This preparation equips them for real-world roles as consultants and team scientists. Additionally, student feedback from course evaluations and surveys indicates strong support for CBL, with the majority recommending its use in similar educational contexts.
DOI: 10.15468/dl.esa3mm
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Benin",
 "OccurrenceStatus is Present",
 "TaxonKey is Picralima nitida (Stapf) T.Durand & H.Durand"
 ]
}

 The dataset includes 38 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034704-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.phyrr8
title: Occurrence Download

description: A dataset containing 118101 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Syrigma sibilatrix (Temminck, 1824)"
 ]
}

 The dataset includes 118101 records from 131 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034703-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.