cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17672032
title: Testing the response of Spiny toads to part-time and full time lighting at night

description: The dataset provides the activity data of wild caught male spiny toads (Bufo spinosus) recorded using videotracking in 1-m wide arenas. The experiment tested the response of toads to part-time and full time lighting at night in order to assess the interest of part-time lighting as a mitigation measure for light pollution. We recorded the distance travelled in the arena and the time spent in the shelter. Analyses were carried out in two ways by considering (1) 20-minutes slotes every 2-hours from 21:00 to 07:00, and (2) the periods when transitions occurred in the part-time treatment, i.e. when light were switched off and on. Behaviour was recorded 30' before and 30' after the transitions occurred respectively at 23;00 and  05:00
DOI: 10.15468/dl.mzbeyk
title: Occurrence Download

description: A dataset containing 6939 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scleralcyonacea",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "OccurrenceStatus is Present",
 "Geometry POLYGON ((-6.379433678493399 36.6471836712949, -6.374718404427256 34.66363768271924, 0.9543947417097343 29.134155273245142, 17.480493163947187 27.87837271836389, 32.331968630468964 30.68640273606468, 36.149187634704276 30.967423604826195, 38.9312684534068 36.87379431548948, 30.43306827897902 40.981570519250965, 27.108722917411114 41.266034804024514, 23.371620285406095 46.13242793611795, 12.69847319495932 48.76856667532462, 2.700434806016574 44.139249865010356, -5.593757812463025 37.870383351043074, -6.379433678493399 36.6471836712949))"
 ]
}

 The dataset includes 6939 records from 93 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002275-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jdhhjy
title: Occurrence Download

description: A dataset containing 41924 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scleralcyonacea",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "OccurrenceStatus is Present",
 "Geometry POLYGON ((-36.39403675661231 84.73835423927648, -36.39403675661231 11.146352749935545, -13.906729959262805 11.343880561496235, -6.376497939989747 33.31400176165954, -6.346145610641429 38.06503945087297, 11.037618137472236 52.207575394984815, 29.05136669308905 52.83328517409882, 43.084770536523365 53.256883560873234, 42.773815884711894 85.0033094321106, -36.39403675661231 84.73835423927648))"
 ]
}

 The dataset includes 41924 records from 173 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002276-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17665396
title: Exploring biodiversity–ecosystem functioning relationships in novel peri-urban forest stands in a mid-sized city in central-southern Chile
DOI: 10.5281/zenodo.17665395
title: Exploring biodiversity–ecosystem functioning relationships in novel peri-urban forest stands in a mid-sized city in central-southern Chile
DOI: 10.15468/dl.2rkuhv
title: Occurrence Download

description: A dataset containing 54508 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is one of (Norway, Sweden, Poland, France, Slovenia, Switzerland)",
 "OccurrenceStatus is Present",
 "TaxonKey is Lynx lynx"
 ]
}

 The dataset includes 54508 records from 120 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002262-251120083545085/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.30306431
title: Bad Estimation, Good Prediction: The Lasso in Dense Regimes

description: For high-dimensional omics data, sparsity-inducing regularization methods such as the Lasso are widely used and often yield strong predictive performance, even in settings when the assumption of sparsity is likely violated. We demonstrate that under a specific dense model, namely the high-dimensional joint latent variable model, the Lasso produces sparse prediction rules with favorable prediction error bounds, even when the underlying regression coefficient vector is not sparse at all. We further argue that this model better represents many types of omics data than sparse linear regression models. We prove that the prediction bound under this model in fact decreases with increasing number of predictors, and confirm this through simulation examples. These results highlight the need for caution when interpreting sparse prediction rules, as strong prediction accuracy of a sparse prediction rule may not imply underlying biological significance of the individual predictors.
DOI: 10.6084/m9.figshare.30306431.v2
title: Bad Estimation, Good Prediction: The Lasso in Dense Regimes

description: For high-dimensional omics data, sparsity-inducing regularization methods such as the Lasso are widely used and often yield strong predictive performance, even in settings when the assumption of sparsity is likely violated. We demonstrate that under a specific dense model, namely the high-dimensional joint latent variable model, the Lasso produces sparse prediction rules with favorable prediction error bounds, even when the underlying regression coefficient vector is not sparse at all. We further argue that this model better represents many types of omics data than sparse linear regression models. We prove that the prediction bound under this model in fact decreases with increasing number of predictors, and confirm this through simulation examples. These results highlight the need for caution when interpreting sparse prediction rules, as strong prediction accuracy of a sparse prediction rule may not imply underlying biological significance of the individual predictors.
DOI: 10.6084/m9.figshare.30306431.v1
title: Bad estimation, good prediction: the Lasso in dense regimes

description: For high-dimensional omics data, sparsity-inducing regularization methods such as the Lasso are widely used and often yield strong predictive performance, even in settings when the assumption of sparsity is likely violated. We demonstrate that under a specific dense model, namely the high-dimensional joint latent variable model, the Lasso produces sparse prediction rules with favorable prediction error bounds, even when the underlying regression coefficient vector is not sparse at all. We further argue that this model better represents many types of omics data than sparse linear regression models. We prove that the prediction bound under this model in fact decreases with increasing number of predictors, and confirm this through simulation examples. These results highlight the need for caution when interpreting sparse prediction rules, as strong prediction accuracy of a sparse prediction rule may not imply underlying biological significance of the individual predictors.
DOI: 10.15468/dl.akpr9q
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Andorra, Albania, Armenia, Austria, Azerbaijan, Bosnia and Herzegovina, Belgium, Bulgaria, Belarus, Switzerland, Cyprus, Czechia, Germany, Denmark, Algeria, Estonia, Egypt, Greece, Spain, Finland, Faroe Islands, France, Georgia, Guernsey, Gibraltar, Croatia, Hungary, Ireland, Israel, Isle of Man, Iceland, Italy, Jersey, Lebanon, Liechtenstein, Lithuania, Luxembourg, Latvia, Libya, Morocco, Monaco, Moldova, Republic of, Montenegro, North Macedonia, Malta, Netherlands, Norway, Poland, Palestine, State of, Portugal, Romania, Serbia, Russian Federation, Sweden, Slovenia, Svalbard and Jan Mayen, Slovakia, San Marino, Syrian Arab Republic, Tunisia, Türkiye, Ukraine, United Kingdom of Great Britain and Northern Ireland, French Guiana, Guadeloupe, Martinique, Mayotte, Réunion, Saint Martin (French part), Holy See)",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Machine Observation, Occurrence evidence, Observation)",
 "HasGeospatialIssue is false",
 "ScientificName is one of (Abies fraseri, Abies fraseri (Pursh) Poir.)",
 "Year is greater than or equal to 2025"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002279-251120083545085/datasets/export for details.
DOI: 10.5281/zenodo.17671488
title: Dataset for: Aryl Viologens: Unprecedented Stability of Viologen-Derivatives as Anolytes for Alkaline Redox Flow Batteries
DOI: 10.15468/dl.p3ejd2
title: Occurrence Download

description: A dataset containing 4012 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "DatasetKey is one of (VectorNet data Luxembourg 2023-2024, Tick collection_OH ALLIES project_Ireland, OH_SURVector_Hungary_Mosquitoes, VectorNet observations, Investigating the Role of Stable Flies (Stomoxys calcitrans) and Biting Midges (Culicoides spp.) of the genus Culicoides as Potential Mechanical Vectors of African Swine Fever Virus in Lithuania, Poland and Romania, Vector collection_OH surveillance project_Sweden, Monitoring competent vectors of Crimea Congo Haemorragic Fever (ticks) , West Nile and Rift Valley Fever in Spain (mosquitos), OH4Surveillance vector collection in Latvia, OH4Surveillance vector collection in Latvia, One Health Surveillance (OH4S) Vector Collection in Poland - ticks collection, One Health Surveillance (OH4S) Vector Collection in Poland - mosquitoes collection, Mosquito data OH4surveillance Denmark 2024, Tick and moquito collection_OH SURVECTOR project_Slovakia, Vector collection_OH surveillance project Estonia, VectorCollection_SIVIZ_project_Portugal, National tick surveillance in Austria for the detection of tick-borne pathogens 2024 - Project OH SURVector)"
 ]
 },
 "DatasetKey is one of (National tick surveillance in Austria for the detection of tick-borne pathogens 2024 - Project OH SURVector, VectorNet data Luxembourg 2023-2024, OH_SURVector_Hungary_Mosquitoes, Tick and moquito collection_OH SURVECTOR project_Slovakia, Vector collection_OH surveillance project_Sweden, Monitoring competent vectors of Crimea Congo Haemorragic Fever (ticks) , West Nile and Rift Valley Fever in Spain (mosquitos), VectorCollection_SIVIZ_project_Portugal)"
 ]
}

 The dataset includes 4012 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002280-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17671487
title: Dataset for: Aryl Viologens: Unprecedented Stability of Viologen-Derivatives as Anolytes for Alkaline Redox Flow Batteries
DOI: 10.25549/inscriptifact-ouc110812359
title: North Ionian Late Wild Goat Style Oinochoe (?) (Jug) or Amphora (?) (Storage Vessel) Fragment, BMC P.859

description: [Text Description:] Archaic ❧ [Text or Publication Number Note:] BMC P.859 ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay, Wild Goat Style Oinochoe (?) (Jug) or Amphora (?) (Storage Vessel) Fragment ❧ [Physical Object Note:] 2 3/16 in. x 3 1/8 in. x 3/16 in. (5.5 cm x 8 cm x 0.5 cm) ❧ [Physical Object Note:] Sherds
DOI: 10.25549/inscriptifact-ouc110812341
title: North Ionian Late Wild Goat Style Oinochoe (?) (Jug) or Amphora (?) (Storage Vessel) Fragment, BMC P.859

description: [Text Description:] Archaic ❧ [Text or Publication Number Note:] BMC P.859 ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay, Wild Goat Style Oinochoe (?) (Jug) or Amphora (?) (Storage Vessel) Fragment ❧ [Physical Object Note:] 2 3/16 in. x 3 1/8 in. x 3/16 in. (5.5 cm x 8 cm x 0.5 cm) ❧ [Physical Object Note:] Sherds
DOI: 10.25549/inscriptifact-ouc110812353
title: North Ionian Late Wild Goat Style Oinochoe (?) (Jug) or Amphora (?) (Storage Vessel) Fragment, BMC P.859

description: [Text Description:] Archaic ❧ [Text or Publication Number Note:] BMC P.859 ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay, Wild Goat Style Oinochoe (?) (Jug) or Amphora (?) (Storage Vessel) Fragment ❧ [Physical Object Note:] 2 3/16 in. x 3 1/8 in. x 3/16 in. (5.5 cm x 8 cm x 0.5 cm) ❧ [Physical Object Note:] Sherds
DOI: 10.25549/inscriptifact-ouc110812505
title: Attic Black-Figure Sherd with Three Standing Figures and a Warrior, BMC P.978

description: [Text or Publication Number Note:] BMC P.978 ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay, Black-Figure Sherd ❧ [Physical Object Note:] 5 1/2 x 4 5/16 x 5/32 in. (14 x 11 x 0.4 cm)
DOI: 10.25549/inscriptifact-ouc110812394
title: North Ionian Late Wild Goat Style Oinochoe (?) (Jug) or Amphora (?) (Storage Vessel) Fragment, BMC P.859

description: [Text Description:] Archaic ❧ [Text or Publication Number Note:] BMC P.859 ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay, Wild Goat Style Oinochoe (?) (Jug) or Amphora (?) (Storage Vessel) Fragment ❧ [Physical Object Note:] 2 3/16 in. x 3 1/8 in. x 3/16 in. (5.5 cm x 8 cm x 0.5 cm) ❧ [Physical Object Note:] Sherds
DOI: 10.25549/inscriptifact-ouc110812383
title: North Ionian Late Wild Goat Style Oinochoe (?) (Jug) or Amphora (?) (Storage Vessel) Fragment, BMC P.859

description: [Text Description:] Archaic ❧ [Text or Publication Number Note:] BMC P.859 ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay, Wild Goat Style Oinochoe (?) (Jug) or Amphora (?) (Storage Vessel) Fragment ❧ [Physical Object Note:] 2 3/16 in. x 3 1/8 in. x 3/16 in. (5.5 cm x 8 cm x 0.5 cm) ❧ [Physical Object Note:] Sherds
DOI: 10.25549/inscriptifact-ouc110812450
title: North Ionian Late Wild Goat Style Rim Fragment with Sphinx and Rosettes, BMC P.863

description: [Text Description:] Archaic ❧ [Text or Publication Number Note:] BMC P.863 ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay, Wild Goat Style Rim Fragment ❧ [Physical Object Note:] 2 1/8 in. x 2 15/16 in. x 1/4 in. (5.4 cm x 7.5 cm x 0.7 cm)
DOI: 10.25549/inscriptifact-ouc110812446
title: Attic Black-Figure Body Fragment, BMC P.861

description: [Text or Publication Number Note:] BMC P.861 ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay, Black-Figure Body Fragment ❧ [Physical Object Note:] 2 x 2 3/4 x 1/4 in. (5.1 x 7 x 0.6 cm)
DOI: 10.5281/zenodo.14700723
title: (14)-Strobl2025A-DS0027 – SLICE-1 – Tribolium castaneum AGOC{ATub'Lamin°NB-mEmerald} #1 subline long-term live imaging dataset of embryonic development acquired with light sheet fluorescence microscopy – Part 1/2

description: (14)-Strobl2025A-DS0027 – SLICE-1 – Tribolium castaneum AGOC{ATub'Lamin°NB-mEmerald} #1 subline long-term live imaging dataset of embryonic development acquired with light sheet fluorescence microscopy – Part 1/2
DOI: 10.6084/m9.figshare.29212142
title: Global specific crop ET data from 1981-2019, derived from "Global overlooked multidimensional water scarcity".

description: This dataset includes the 30 arcmin monthly potential evapotranspiration of 20 crops from 1981-2019: barley, cassava, citrus, cotton, grapes, groundnut, maize, millet, pasture, potato, pulses, rapeseed, rice, rye, sorghum, soybean, sugar beet, sugar cane, sunflower, and wheat.
DOI: 10.6084/m9.figshare.29212142.v1
title: Global specific crop ET data from 1981-2019, derived from "Global overlooked multidimensional water scarcity".

description: This dataset includes the 30 arcmin monthly potential evapotranspiration of 20 crops from 1981-2019: barley, cassava, citrus, cotton, grapes, groundnut, maize, millet, pasture, potato, pulses, rapeseed, rice, rye, sorghum, soybean, sugar beet, sugar cane, sunflower, and wheat.
DOI: 10.6084/m9.figshare.28850855
title: Prediction uploaded on April 23 regarding the outcome of the Bologna/Empoli on April 24

description: Further details about the study are available at the following links:<br>https://osf.io/pcwah<br>https://osf.io/xsb9t
DOI: 10.15468/dl.xpspwm
title: Occurrence Download

description: A dataset containing 1881 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Taricha sierrae (Twitty, 1942))"
 ]
}

 The dataset includes 1881 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003769-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hmyzve
title: Occurrence Download

description: A dataset containing 1857707 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Repatriated is TRUE",
 "Country is Norway",
 {
 "or" : [
 "CoordinateUncertaintyInMeters is null",
 "CoordinateUncertaintyInMeters is less than or equal to 10000"
 ]
 },
 {
 "not" : {
 "DatasetKey" : [
 "is EBCC Atlas of European Breeding Birds"
 ]
 }
 }
 ]
}

 The dataset includes 1857707 records from 1595 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003727-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48610/847c0aa
title: Buckwheat-ArthropodSurveys-RawData-JHThurman

description: Arthropod identity, abundance, and feeding guild data were collected from Australian organic green bean plots with and without buckwheat (Fagopyrum esculentum) floral strips added. All data has been compiled in a single Excel file entitled, “Buckwheat-ArthropodSurveys-RawData-JHThurman”. It contains arthropod survey information, including the arthropod identification to its closest taxonomic level, the number of individuals encountered, and a species ID number which was used throughout the overall thesis to compare species occurrence across studies. The trial and distance treatment where the arthropods were encountered were also recorded. Pitfall trap data was used for the publication, but additional sweep-net data is included here.
Information from each trial including GPS location, crop yield, and money (AUD$) spent on pest control is included.
Additionally, a compiled list of species encountered in this study and their feeding guild classification is included as well.
DOI: 10.48610/8508732
title: Data for: Color discrimination thresholds vary throughout color space in a reef fish (Rhinecanthus aculeatus)

description: Data for: Color discrimination thresholds vary throughout color space in a reef fish (Rhinecanthus aculeatus)
DOI: 10.15468/dl.he7kp4
title: Occurrence Download

description: A dataset containing 1276 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "TaxonKey is Damaliscus lunatus",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 1276 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001338-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48610/86183c4
title: Retrospective VICC data

description: A retrospective analysis of venom induced consumptive coagulopathy in dogs envenomed by Eastern brown snakes.
DOI: 10.15468/dl.fkss63
title: Occurrence Download

description: A dataset containing 2629 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "TaxonKey is Culicoides imicola",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 2629 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001339-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48610/880d540
title: Nest Box Occupation Records

description: For a periods of around six months, I monitored nest boxes that I installed on UQ properties. I modified the entrance hole to diameter to see if and how this influenced the occupancy of the nest boxes. This dataset records which species occupied which nest boxes on which date. The dataset also includes the coordinates of each nest box as well as the entrance diameter. Notes of interesting or unexpected observations are also included. There is also a metadata tab which explains what each heading means.
DOI: 10.34740/kaggle/dsv/14564955
title: Ethereum Price Data Binance API (2017–Now)
DOI: 10.48610/8849bf1
title: The influence of talus size and shape on in vivo talocrural hopping kinematics

description: Underlying data for manuscript "The influence of talus size and shape on in vivo talocrural hopping kinematics" submitted for publication to the Journal of the Royal Society Open Science. The .mat file contains all participants' un-identifiable variables relevant for the manuscript and to re-calculate statistical analyses or re-create figures.  Please do not use this data set without permission granted from the first author (a.behling@uq.edu.au) and proper citation/referencing when referring to the manuscript or data.
DOI: 10.5281/zenodo.18320968
title: Stemodia hyptoides Cham. & Schltdl. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:55
DOI: 10.5281/zenodo.18320969
title: Stemodia hyptoides Cham. & Schltdl. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:55
DOI: 10.48610/88aa939
title: Dialectical Behaviour Therapy for Young People: A Randomised Controlled Trial

description: This RCT employed a staggered, parallel-groups design. We recruited 104 participants aged 16-25 years, with emotion dysregulation or emerging BPD symptoms. Participants were randomised to receive DBT at a youth mental health service in Gold Coast, Australia. Conditions included an 8-week DBT-skills training program, or a 16-week intensive program including both individual DBT sessions and the skills training program. Data was collected via online surveys at baseline, 8-weeks, 16-weeks, and 24-weeks follow-up. Mixed effect linear models compared groups on the primary outcome variables of emotion dysregulation and BPD symptoms, and secondary outcomes of suicidal ideation, coping skills, depression, anxiety, and stress
DOI: 10.48610/8a30f90
title: Data from experiments on soil carbon

description: A dataset from multiple experiments across the project duration examining changes in soil carbon under grain cropping from across Australia. This dataset was collected from 2020 to 2024. The collection includes raw versions of this data and versions which have been pre-processed for further analysis. A range of experimental approaches were used, ranging from field work to laboratory-based work and aims to provide information on how management practices can imporve soil carbon. The work was undertaken at The University of Queensland.