cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.xt88eh
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gammarus odaensis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 10 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019657-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17295029
title: AdVersa: Adversarially-Robust and Practical Ad and Tracker Blocking in the Wild. (WWW 2026)

description: Title:

AdVersa: Adversarially-Robust and Practical Ad and Tracker Blocking in the Wild. (WWW 2026)

Abstract: 

While machine learning has significantly advanced ad and tracker detection, existing systems face critical challenges in practice. They are vulnerable to adversarial attacks (57-92% evasion rates), fail to generalize to unseen domains due to data contamination, and suffer performance degradation over time, requiring costly retraining. To address these challenges, we present AdVersa, a client-side framework for robust and practical ad and tracker blocking. AdVersa leverages novel, hard-to-perturb latent features from code and URL embeddings to deliver state-of-the-art performance. On a 2.06M-request dataset, our results show that AdVersa achieves a 98.23% F1 score, twice the robustness against adversarial attacks, and strong generalization to unseen domains (91.47% F1 score). For sustainable protection, we demonstrate that a low-cost pseudo-labeling strategy can maintain near-optimal accuracy, reducing maintenance overhead by over 99.8% compared to filter-list curation. Finally, we implement AdVersa as a lightweight, standalone client-side application that ensures user privacy by operating without external dependencies.
DOI: 10.5281/zenodo.18232503
title: Supplementary Materials: A Complete Example of the PICo-STRATEGY Framework Implementation

description: This repository contains the complete supplementary materials and replication package for 'The PICo-STRATEGY Framework: A Systematic Architecture for Question-Driven Global Evidence Synthesis'. It includes a full case study on AI Ethics in Global Higher Education, with operational matrices, search logs, coding frameworks, thematic analyses, CIMO/SWOT syntheses, and validation reports. These materials are provided to ensure full transparency, auditability, and cross-context replication of the methodological framework.
DOI: 10.5281/zenodo.18232504
title: Supplementary Materials: A Complete Example of the PICo-STRATEGY Framework Implementation

description: This repository contains the complete supplementary materials and replication package for 'The PICo-STRATEGY Framework: A Systematic Architecture for Question-Driven Global Evidence Synthesis'. It includes a full case study on AI Ethics in Global Higher Education, with operational matrices, search logs, coding frameworks, thematic analyses, CIMO/SWOT syntheses, and validation reports. These materials are provided to ensure full transparency, auditability, and cross-context replication of the methodological framework.
DOI: 10.15468/ffxzyq
title: A new species of Bathynomus Milne-Edwards, 1879 (Isopoda: Cirolanidae) from the southern Gulf of Mexico with a redescription of Bathynomus jamesi Kou, Chen and Li, 2017 from off Pratas Island, Taiwan

description: This dataset contains the digitized treatments in Plazi based on the original journal article Huang, Ming-Chih, Kawai, Tadashi, Bruce, Niel L. (2022): A new species of Bathynomus Milne-Edwards, 1879 (Isopoda: Cirolanidae) from the southern Gulf of Mexico with a redescription of Bathynomus jamesi Kou, Chen and Li, 2017 from off Pratas Island, Taiwan. Journal of Natural History 56 (13 - 16): 885-921, DOI: 10.1080/00222933.2022.2086835, URL: http://dx.doi.org/10.1080/00222933.2022.2086835ABSTRACTBathynomus jamesi Kou, Chen and Li, 2017 from Zhengbin fishing port in Keelung, Taiwan,was identified by the shape of the distolateral corner of the uropodal endopod, the shape of the clypeus, and the nucleotide sequences of the COI (cytochrome c oxidase subunit 1) and 16S rRNA genes. Only two species of Bathynomus have previously been recorded from Taiwan, B. doederleini Ortmann, 1894 and B. decemspinosus Shih, 1972. Bathynomus kensleyi, previously known from the South China Sea as well as the south-east Swain Reefs, Coral Sea, was primarily differentiated by the elongate and upturned pleotelson spines, but that character is now shown to also occur in mature Bathynomus jamesi. Two specimens from the Gulf of Mexico (obtained from the Enoshima Aquarium in Japan) were compared to species of Bathynomus from the western North Atlantic. Sequence data showed that one of two samples was not B. giganteus Milne-Edwards, 1879, as had been assumed, and it did not match any other species of Bathynomus. That specimen was collected off the Yucatán Peninsula and is morphologically distinct from both B.giganteus (in the relative length of the antennal flagellum and the length:width ratio of the pleotelson) and B. maxeyorum Shipley, Brooks, and Bruce in Shipley et al., 2016 (the number of pleotelson spines is seven and the distolateral corner is produced on the uropodal exopod). Therefore, it is here described as B. yucatanensis sp. nov. Bathynomus is currently a very minor fisheries resource in Taiwan and Japan, but this find demonstrates the continuing importance of the fishing industry to marine biological exploration.http://www.zoobank.org/ urn:lsid:zoobank.org:pub: 399605D3-356E-402D-9ED1-E36A649A3F1B
DOI: 10.15468/dl.4cazqs
title: Occurrence Download

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

 The dataset includes 18 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019658-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/zmwstd
title: A new cryptic species of the pineapple fish genus Monocentris (Family Monocentridae) from the western Pacific Ocean, with redescription of M. japonica (Houttuyn, 1782)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Su, Yo, Lin, Hsiu-Chin, Ho, Hsuan-Ching (2022): A new cryptic species of the pineapple fish genus Monocentris (Family Monocentridae) from the western Pacific Ocean, with redescription of M. japonica (Houttuyn, 1782). Zootaxa 5189 (1): 180-203, DOI: 10.11646/zootaxa.5189.1.18AbstractA new pineapple fish is described based on 26 type and 80 non-type specimens collected from Taiwan, Vanuatu, the Solomon Islands, and Queensland, Australia. This new species is sympatric with and similar to Monocentris japonica but can be distinguished from the latter in having only 6 or 7 scales on the third scale row below the lateral line; excisura notched and a small pseudo-excisura present on the sagittal otolith; consistently greater head depth, body depth, postorbital length, dorsal-fin–pelvic-fin length, and dorsal-fin–pectoral-fin length in proportion to standard length. A detailed description and designation of neotype are provided for M. japonica. DNA barcoding analysis supports the distinction of the new species with an estimated average COI gene divergence of 3.6 % from M. japonica.
DOI: 10.15468/dl.9fyb8s
title: Occurrence Download

description: A dataset containing 382 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sagittaria trifolia longiloba"
 ]
}

 The dataset includes 382 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019659-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/ax97ns
title: Re-evaluation of the taxonomic confusion of the metallic-blue Pimpla Fabricius, 1804 (Hymenoptera: Ichneumonidae: Pimplinae) species in the Oriental region

description: This dataset contains the digitized treatments in Plazi based on the original journal article Chen, Hsuan-Pu, Lin, Kai-Ti, Wu, Shipher (2023): Re-evaluation of the taxonomic confusion of the metallic-blue Pimpla Fabricius, 1804 (Hymenoptera: Ichneumonidae: Pimplinae) species in the Oriental region. Zootaxa 5357 (2): 270-284, DOI: 10.11646/zootaxa.5357.2.5, URL: http://dx.doi.org/10.11646/zootaxa.5357.2.5AbstractThe metallic-blue body coloration is a distinct characteristic found in seven species of the cosmopolitan genus Pimpla Fabricius, 1804. In this study, we focus on two externally similar species, namely P. cyanator Morley, 1914 in India and P. alishanensis (Kusigemati, 1984) in Taiwan, along with the Indian P. indra Cameron, 1899, which are the only three species in the Oriental region exhibiting this trait. By examining the type series of these two taxa and acquiring additional materials from Taiwan, we discovered female morphological variations that resemble the form of the holotype of P. cyanator. Consequently, we propose that P. alishanensis should be synonymized with P. cyanator (syn. nov.). Furthermore, we provide a redescription of P. cyanator based on morphological characters and molecular COI sequences. We also discuss its revised distribution, the diagnostic features distinguishing P. cyanator from other metallic-blue Pimpla species worldwide, the factors influencing the color change in specimens, and some potential misidentifications that have occurred in the past.
DOI: 10.15468/dl.3dqr42
title: Occurrence Download

description: A dataset containing 801 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gammarus sobaegensis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 801 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019660-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18297478
title: Polygonum stelligerum Cham. 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 16:52
DOI: 10.5281/zenodo.18297479
title: Polygonum stelligerum Cham. 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 16:52
DOI: 10.5281/zenodo.18297484
title: Polygonum stypticum 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 16:52
DOI: 10.5281/zenodo.18297485
title: Polygonum stypticum 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 16:52
DOI: 10.15468/dl.4kfsku
title: Occurrence Download

description: A dataset containing 7894 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (, , , , , , , , , , , , , , , , , , , , , , , , , , , , Mustela sibirica, , , , , Neotrombicula weni, , , , , , , , , Eupetaurus nivamons, Rattus pyctoris, , , , , Mustela manchurica, Putorius moupinensis, Mustela horsfieldii, Lutreola major, Mustela taivana, Lutreola tafeli, , , , , , , , , , , , , , , Lutreola stegmanni, Lutreola quelpartis, , , , , , , , , Lutreola melli, , , , , , , Mustela subhemachalana, , , , , , , , , , , , Putorius davidianus, Mustela hodgsoni, , , , , , , , , Putorius fontanierii, , , , , , , , Mustela hamptoni, Mustela humeralis, Mustela canigula, , , , , , , , , , , , , , , , , , )",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7894 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019661-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rn9jy2
title: Occurrence Download

description: A dataset containing 120 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Geometry POLYGON((108.47 24.38,114.15 24.38,114.15 30.08,108.47 30.08,108.47 24.38))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Eucommia ulmoides",
 "Year 1950-2026"
 ]
}

 The dataset includes 120 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019662-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18297491
title: Polymnia Kalm. 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 16:52
DOI: 10.5281/zenodo.18297492
title: Polymnia Kalm. 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 16:52
DOI: 10.15468/dl.atwbfx
title: Occurrence Download

description: A dataset containing 197 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ruellia brittoniana",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 197 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019663-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rbjf92
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gammarus soyoensis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 67 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019664-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jn8ngq
title: Occurrence Download

description: A dataset containing 31113 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Erigeron strigosus"
 ]
}

 The dataset includes 31113 records from 442 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019666-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yatcqd
title: Occurrence Download

description: A dataset containing 218 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Duke University Herbarium Lichen Collection",
 "Country is Croatia"
 ]
}

 The dataset includes 218 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006731-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/cevr-xq67
title: "Human Detection Dataset Yolov5"

description: "To detect humans"
DOI: 10.71486/r4de-dj18
title: Original and processed dataset of malware propagation in IoT networks with a SIR epidemiological model

description: The data set is made up of the four data collection instruments that were used for the evaluation of the music programme designed for Early Childhood Education students. These are: the CER questionnaire for the evaluation of musical expression, attentional processes and social skills together with an Inventory of Signs, and for the evaluation of the programme, the CEP and CEF questionnaires.
DOI: 10.15468/dl.vwwjcy
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Marine invertebrate collection NTNU University Museum",
 "Country is Croatia"
 ]
}

 The dataset includes 62 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006732-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wf8e5m
title: Occurrence Download

description: A dataset containing 222 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Trigona dimidiata Smith, 1854"
 ]
}

 The dataset includes 222 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003341-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vwh9qq
title: Occurrence Download

description: A dataset listing the 3 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "DatasetKey is Herbarium Willing at Herbarium Berolinense, Berlin (B)",
 "TaxonKey is Rhinanthus"
 ]
}

 The dataset's 3 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045647-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n4352w
title: Occurrence Download

description: A dataset containing 1649 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Drepanopeziza",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1649 records from 96 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045682-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5vsn7f
title: Occurrence Download

description: A dataset containing 7285 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is South Africa",
 "OccurrenceStatus is Present",
 "TaxonKey is Loxodonta africana"
 ]
}

 The dataset includes 7285 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045680-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ennsvc
title: Occurrence Download

description: A dataset containing 1792 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-70.07976 12.38668,-69.84727 12.38668,-69.84727 12.64607,-70.07976 12.64607,-70.07976 12.38668))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 1792 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045683-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sjua2b
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-114.79467 32.44363,-114.742 32.44363,-114.742 32.48182,-114.79467 32.48182,-114.79467 32.44363))",
 "HasCoordinate is true",
 "IucnRedListCategory is one of (CR, EN)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045684-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13012/b2idb-2546831_v1
title: Data for Approximately 15% of Miscanthus Yield is Lost at Current Commercial Cutting Heights in Iowa

description: Various works have quantitatively characterized the effects of environmental and management factors on Miscanthus x giganteus Greef et Deu (mxg) yield and, therefore, anticipated land requirement per unit production. However, little work has addressed the effects of cutting height, which may significantly contribute to the difference between the standing aboveground biomass at harvest (i.e., biological yield) and harvested yield. This study quantitatively characterized the effect of cutting height using a replicated nitrogen trial of a 5-year-old mxg stand in southeast Iowa and related this information to observations of cutting height in nearby commercial fields. Nitrogen fertilizer did not significantly change the relationship of the stem segment mass to length, and overall, a 1-cm stem segment contributes 0.5% of the total stem biomass within the bottom 44 cm of the stem. This results in an average harvest loss of 15% of the aboveground standing biomass when cutting at 30 cm, typically seen in commercial mxg fields in eastern Iowa. Cutting height should be considered when accurately predicting commercial mxg harvest yields and changes in soil organic carbon in a commercial mxg agroecosystem.
DOI: 10.7281/t1/bijbi6
title: Data associated with the PLOS publication 'Evidence for Contamination with C. trachomatis in the Household Environment of Children with Active Trachoma: A cross-sectional study in Kongwa, Tanzania'

description: In a cross-sectional survey of households of children with active trachoma, we determined the presence of &lt;i&gt;Chlamydia trachomatis&lt;/i&gt; on household objects and on family members based on sleeping and caretaking patterns.
DOI: 10.5281/zenodo.17349552
title: Reproduction package for the paper "Binary imposters: Mergers in massive hierarchical triple stars"

description: This is a reproduction package for the paper "Binary imposters: Mergers in massive hierarchical triple stars" by Kummer et al. (2025). It aims to provide the most important data products and reproduce the Figures of the paper.
DOI: 10.5281/zenodo.17649689
title: Reproduction package for the paper "Binary imposters: Mergers in massive hierarchical triple stars"

description: This is a reproduction package for the paper "Binary imposters: Mergers in massive hierarchical triple stars" by Kummer et al. (2025). It aims to provide the most important data products and reproduce the Figures of the paper.
DOI: 10.15468/dl.g9zcb4
title: Occurrence Download

description: A dataset containing 324163 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "Geometry POLYGON((-79.89388 -3.09939,-79.90751 -3.16195,-79.94428 -3.16739,-80.00422 -3.24627,-80.03963 -3.20411,-80.09548 -3.31562,-80.26983 -3.32922,-80.31342 -3.39585,-80.27119 -3.43936,-80.2208 -3.4448,-80.23442 -3.49375,-80.20717 -3.58756,-80.13542 -3.8821,-80.07436 -4.031,-79.89457 -4.09191,-79.68679 -4.02216,-79.56356 -3.87668,-79.3886 -3.94578,-79.1137 -3.67149,-79.30842 -3.33994,-79.53751 -3.09978,-79.89388 -3.09939))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 324163 records from 302 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045602-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.