cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.k1bzsm
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020484-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ncifcs
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006384-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.1bac3h
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020456-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.96asip
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001347-190307172214381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pc9iua
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0101023-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dp9rpy
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0101002-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u0j0jn
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020470-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c7c36j
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0101005-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kyephv
title: Occurrence Download

description: A dataset containing 107401481 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Insecta"
 ]
}

 The dataset includes 107401481 records from 8946 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012657-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17357818
title: Data of TaiESM1 marine stratocumulus research

description: Data of a manuscript entitled “Process-Level Diagnostics of Marine Stratocumulus in TaiESM1: Insights into Parameterization Successes and Deficiencies” submitted to the Journal of Advances in Modeling Earth Systems (JAMES). This repository contains the scripts used to conduct the hindcast and SCM simulations, the analysis code, and a condensed subset of data required to reproduce the results presented in the manuscript.
DOI: 10.5281/zenodo.17357819
title: Data of TaiESM1 marine stratocumulus research

description: Data of a manuscript entitled “Process-Level Diagnostics of Marine Stratocumulus in TaiESM1: Insights into Parameterization Successes and Deficiencies” submitted to the Journal of Advances in Modeling Earth Systems (JAMES). This repository contains the scripts used to conduct the hindcast and SCM simulations, the analysis code, and a condensed subset of data required to reproduce the results presented in the manuscript.
DOI: 10.15468/dl.wp37sg
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pusia granum",
 "Country is Türkiye",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023327-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17028/rd.lboro.30364258.v1
title: Supplementary information files for "Who gets a turn? Exploring multi-stakeholder collaboration in circular innovation and the role of gamification"

description: Supplementary files for article "Who gets a turn? Exploring multi-stakeholder collaboration in circular innovation and the role of gamification"<br><br>Open innovation, especially through processes that support remote collaboration such as gamification, has the potential to support multi-stakeholder collaboration for circular innovation. This study explores how companies want to collaborate for circular innovation, specifically with end-users. We identify how gamification can support companies and end-users in open circular innovation processes. We use a research-through-design approach and offer a game concept for remote digital co-design in the context of circular innovation to elicit company responses to such a game. We collect data from interviews with 15 company representatives. The results reveal a tension: Although previous research stresses the importance of involving end-users in circular innovation, some companies are skeptical. Companies prefer to extract insights from end-users and collect feedback on ideas generated by the companies themselves. However, the companies appear eager to engage with other companies in open circular innovation. The study contributes to circular economy literature by mapping co-design and circular co-design processes to theoretically ground the latter within co-design literature. It also identifies challenges related to open circular innovation, especially in the integration of end-users. From a practical standpoint, we offer insights on how to approach and structure collaborative efforts for designers and innovation managers aiming to transition toward circular business models in their organizations.<br>© The Author(s), CC BY 4.0
DOI: 10.15468/dl.e2ffpt
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amphisbaena steindachneri"
 ]
}

 The dataset includes 18 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079993-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kd769z
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Emilia fosbergii",
 "Country is Marshall Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079994-250717081556266/datasets/export for details.
DOI: 10.15468/dl.tqstvk
title: Occurrence Download

description: A dataset containing 294 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Emilia fosbergii",
 "Country is Mexico",
 "HasCoordinate is true"
 ]
}

 The dataset includes 294 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079995-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.76j3wr
title: Occurrence Download

description: A dataset containing 1974 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bactrocera minax"
 ]
}

 The dataset includes 1974 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079996-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h5pn8s
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Annona muricata",
 "Country is Cook Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079997-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bunym9
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "DatasetKey is one of (Instituto de Botánica Darwinion, Vascular flora from the PUCV Herbarium, Plantas Vasculares de Chile – Herbario VALPL - Universidad de Playa Ancha, Royal Botanic Gardens, Kew - Herbarium Specimens)",
 "Geometry POLYGON((-75.67537 -29.64681,-80.70723 -61.45196,-57.54169 -59.74304,-55.64288 -42.36888,-75.67537 -29.64681))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Nassauvia pygmaea"
 ]
}

 The dataset includes 62 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026285-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15485/2530733
title: The Global Spectra-Trait Initiative: A database of paired leaf spectroscopy and functional traits associated with leaf photosynthetic capacity (v1.0.0)

description: The Global Spectra-Trait Initiative (GSTI) aims to generate generalizable spectra trait models using reflectance data to predict leaf traits associated with the photosynthesis capacity of leaves. It comprises a synthesized dataset of leaf trait data, input datasets and code. Leaf traits include the maximum carboxylation rate of rubisco (Vcmax), the maximum electron transport rate (Jmax), the dark respiration, as well as the prediction of leaf nitrogen, leaf mass per area (LMA), and leaf water content (LWC). The dataset comprises >7500 paired observations from around 400 species from a broad range of biomes. This dataset comprises a zip file of the GSTI GitHub repository (https://github.com/plantphys/gsti), the synthesized database (.csv) and database metadata files. This dataset was updated on 2025-12-12 with minor edits to mirror the accepted manuscript version and GitHub release (Version 1.0.0 (ESSD accepted version)). Edits included minor changes to the project documentation on GitHub and removal of 12 duplicate entries from the database.
DOI: 10.15468/dl.rd9z23
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ansonia khaochangensis"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026286-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mr4bxq
title: Occurrence Download

description: A dataset containing 567 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Erythrina rubrinervia"
 ]
}

 The dataset includes 567 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026287-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ehsjwj
title: Occurrence Download

description: A dataset containing 1775750 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((-101.60071 19.92873,-95.18189 15,-92.91571 13.2599,-89.00384 10,-83.00384 5,-81.9812 4.16028,-80.71172 2.85729,-79.87741 1.72264,-79.22616 0.57791,-78.87238 -0.20593,-78.46479 -1.38117,-77.84459 -3.48495,-77.36177 -4.85961,-76.59513 -6.74278,-75.8023 -8.42222,-75.0024 -9.91899,-74.23428 -11.21322,-73.10208 -12.9213,-72.03246 -14.3605,-70.47875 -16.21239,-69.75009 -17.77677,-69.23365 -19.25097,-68.88393 -20.63863,-68.64119 -22.17065,-68.55904 -23.20533,-68.59332 -25.33444,-68.7498 -26.63602,-69.05587 -28.11208,-69.45827 -29.45123,-70.2886 -31.42389,-71.49898 -35,-73.19129 -40,-74.47177 -43.78324,-74.44116 -44.6695,-74.29458 -45.58058,-73.92883 -46.73458,-73.30626 -47.9211,-72.67538 -48.75436,-71.5009 -49.82781,-70.54403 -50.41808,-69.59619 -50.82312,-67.90797 -51.18845,-66.67587 -51.19884,-64.91286 -50,-61.92228 -47.9664,-58.27784 -45,-53.74609 -41.31137,-52.25154 -39.78188,-51.33538 -38.60975,-50.19183 -36.75163,-49.54988 -35.38554,-49.0719 -34.08028,-48.63013 -32.38894,-48.44576 -31.3076,-48.31644 -29.92361,-48.30126 -28.64221,-48.42207 -27.05058,-49.1985 -25,-51.09171 -20,-52.98491 -15,-54.87812 -10,-55.83768 -7.46578,-57.31029 -5,-60.2964 0,-63.28251 5,-64.01386 6.22458,-67.64945 10,-68.9576 11.35846,-71.66274 15,-73.90134 18.01349,-75.49054 20,-79.23779 24.68406,-101.60071 19.92873))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Anseriformes",
 "Year 2015-2024"
 ]
}

 The dataset includes 1775750 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026260-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ww88uv
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-73.42438 -29.26279,-73.7713 -38.88408,-66.83287 -38.05147,-66.64785 -29.79474,-73.42438 -29.26279))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "PublishingOrg is one of (b6f05cf0-43ce-11d9-8439-b8a03c50a862, 10eed183-b1f4-41d1-a250-cc707dbe085a, 98e934b0-5f31-11de-b67e-b8a03c50a862, 061b4f20-f241-11da-a328-b8a03c50a862, 90fd6680-349f-11d8-aa2d-b8a03c50a862, bc092ff0-02e4-11dc-991f-b8a03c50a862, af9cb505-df2d-46cb-8d3d-81a926c660b6)",
 "TaxonKey is Nassauvia pyramidalis"
 ]
}

 The dataset includes 18 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026288-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eqf9ax
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ansonia phuketensis"
 ]
}

 The dataset includes 16 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026289-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7mxt9d
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "PublishingOrg is b6f05cf0-43ce-11d9-8439-b8a03c50a862",
 "TaxonKey is Nassauvia ramosissima"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026291-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/u5mr6a
title: ZMUO Common vertebrate collection

description: Common vertebrate collection at University of Oulu Zoological Museum.
DOI: 10.15468/dl.2dzb2n
title: Occurrence Download

description: A dataset containing 63193 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Catostomus commersonii",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is MANAGED"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is not null"
 ]
 }
 }
 ]
 },
 {
 "or" : [
 "OccurrenceStatus is Present",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is not null"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 63193 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026281-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.waey6g
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ceratocystis huliohia"
 ]
}

 The dataset includes 12 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026293-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qj4n3a
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "DatasetKey is one of (Instituto de Botánica Darwinion, Edinburgh (E) Herbarium Specimens, Vascular flora from the PUCV Herbarium, Plantas Vasculares del Herbario EIF, Colección de Asterales del Museo Botánico CORD)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Nassauvia revoluta"
 ]
}

 The dataset includes 49 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026294-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18503164
title: evolution bronze-Ding-Gui/datatset
DOI: 10.5281/zenodo.18503163
title: evolution bronze-Ding-Gui/datatset
DOI: 10.15468/dl.vrdmw4
title: Occurrence Download

description: A dataset containing 160468 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 Portulaca oleracea"
 ]
}

 The dataset includes 160468 records from 1396 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026270-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cwhsjf
title: Occurrence Download

description: A dataset containing 11501 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cottus bairdii",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is MANAGED"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is not null"
 ]
 }
 }
 ]
 },
 {
 "or" : [
 "OccurrenceStatus is Present",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is not null"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 11501 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026295-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18676558
title: Spoofing Attacks in Communication Networks

description: We collected real-time network traffic that included both legitimate and spoofed packets using a three-node network topology. This dataset is used to develop innovative machine learning models for efficient detection of network spoofing.
DOI: 10.5281/zenodo.18676559
title: Spoofing Attacks in Communication Networks

description: We collected real-time network traffic that included both legitimate and spoofed packets using a three-node network topology. This dataset is used to develop innovative machine learning models for efficient detection of network spoofing.
DOI: 10.5281/zenodo.18676532
title: Microbiota-Derived Corisin Is Elevated in Early Cervical Neoplasia and Drives Pathogenic Cellular Programs

description: The Excel file contains raw data.