cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.sq7u59
title: Occurrence Download

description: A dataset containing 798 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Museums Victoria provider for OZCAM",
 "TaxonKey is Pycnogonida"
 ]
}

 The dataset includes 798 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002892-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qhxnfm
title: Occurrence Download

description: A dataset containing 657 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vormela peregusna (Güldenstädt, 1770)"
 ]
}

 The dataset includes 657 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002893-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rnwmb9
title: Occurrence Download

description: A dataset containing 119 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Atlantidae",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 119 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002894-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wnkysp
title: Occurrence Download

description: A dataset listing the 2323 species recorded in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Geometry POLYGON((-89.4527 43.01986,-89.39957 43.01986,-89.39957 43.02155,-89.4527 43.02155,-89.4527 43.01986))",
 "Geometry POLYGON((-89.45073 43.02381,-89.43139 43.02324,-89.42745 43.03301,-89.40642 43.03319,-89.39666 43.05065,-89.40416 43.05929,-89.41336 43.0591,-89.41336 43.05385,-89.42519 43.05234,-89.42294 43.05591,-89.42782 43.06173,-89.4404 43.05328,-89.44716 43.04089,-89.45073 43.02381))"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 2323 records were derived from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002880-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t8gwrd
title: Occurrence Download

description: A dataset containing 25906 species occurrences available in GBIF matching the query:
{
 "and" : [
 "IucnRedListCategory is CR",
 "PublishingCountry is Brazil"
 ]
}

 The dataset includes 25906 records from 222 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002895-250127130748423/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.28292186
title: Available Data for Early Imaging Identification of Osteoradionecrosis and Classification Using the Novel ClinRad System: Results from A Retrospective Observational Cohort.

description: Anonymized data for the reported analyses from the manuscript: Early Imaging Identification of Osteoradionecrosis and Classification Using the Novel ClinRad System: Results from A Retrospective Observational Cohort.
DOI: 10.6084/m9.figshare.28292186.v2
title: Available Data for Early Imaging Identification of Osteoradionecrosis and Classification Using the Novel ClinRad System: Results from A Retrospective Observational Cohort.

description: Anonymized data for the reported analyses from the manuscript: Early Imaging Identification of Osteoradionecrosis and Classification Using the Novel ClinRad System: Results from A Retrospective Observational Cohort.
DOI: 10.6084/m9.figshare.28292186.v1
title: Available Data for Early Imaging Identification of Osteoradionecrosis and Classification Using the Novel ClinRad System: Results from A Retrospective Observational Cohort.

description: Anonymized data for the reported analyses from the manuscript: Early Imaging Identification of Osteoradionecrosis and Classification Using the Novel ClinRad System: Results from A Retrospective Observational Cohort.
DOI: 10.15468/dl.ma8j7x
title: Occurrence Download

description: A dataset containing 3719 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Turbinidae",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3719 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002896-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14252187
title: Results and repro tools for Towards Cross-Build Differential Testing paper

description: Recent concerns about software supply chain security  have led to the emergence of different binaries built from the same source code. This will sometimes result in binaries that are not identical and therefore have  different cryptographic hashes. The question arises whether those binaries are still  equivalent, i.e., whether they have the same behaviour. We explore whether differential testing can be used to provide evidence for non-equivalence.

We study this for 3,541 pairs of binaries built for the same Maven artifact version, distributed on Maven Central, Google Assured Open Source Software and/or Oracle Build-From-Source. We use EvoSuite to generate tests for the baseline binary from Maven Central, run these tests against this baseline binary and any available alternately built binaries, and compare the results for consistency. We argue that any differences may indicate variations in program behaviour and could, therefore, be used to detect compromised binaries or failures at runtime.

This dataset contains the final results used to produce Figure 1 in different_test_outcomes.tsv, as well as tools to reproduce these results from several starting points. See README.md for instructions.

Citation: Jens Dietrich, Tim White, Valerio Terragni and Behnaz Hassanshahi. Towards Cross-Build Differential Testing. 18th IEEE International Conference on Software Testing, Verification and Validation (ICST) 2025.
DOI: 10.5281/zenodo.14252188
title: Results and repro tools for Towards Cross-Build Differential Testing paper

description: Recent concerns about software supply chain security  have led to the emergence of different binaries built from the same source code. This will sometimes result in binaries that are not identical and therefore have  different cryptographic hashes. The question arises whether those binaries are still  equivalent, i.e., whether they have the same behaviour. We explore whether differential testing can be used to provide evidence for non-equivalence.

We study this for 3,541 pairs of binaries built for the same Maven artifact version, distributed on Maven Central, Google Assured Open Source Software and/or Oracle Build-From-Source. We use EvoSuite to generate tests for the baseline binary from Maven Central, run these tests against this baseline binary and any available alternately built binaries, and compare the results for consistency. We argue that any differences may indicate variations in program behaviour and could, therefore, be used to detect compromised binaries or failures at runtime.

This dataset contains the final results used to produce Figure 1 in different_test_outcomes.tsv, as well as tools to reproduce these results from several starting points. See README.md for instructions.

Citation: Jens Dietrich, Tim White, Valerio Terragni and Behnaz Hassanshahi. Towards Cross-Build Differential Testing. 18th IEEE International Conference on Software Testing, Verification and Validation (ICST) 2025.
DOI: 10.5281/zenodo.14753368
title: Results and repro tools for Towards Cross-Build Differential Testing paper

description: Recent concerns about software supply chain security  have led to the emergence of different binaries built from the same source code. This will sometimes result in binaries that are not identical and therefore have  different cryptographic hashes. The question arises whether those binaries are still  equivalent, i.e., whether they have the same behaviour. We explore whether differential testing can be used to provide evidence for non-equivalence.

We study this for 3,541 pairs of binaries built for the same Maven artifact version, distributed on Maven Central, Google Assured Open Source Software and/or Oracle Build-From-Source. We use EvoSuite to generate tests for the baseline binary from Maven Central, run these tests against this baseline binary and any available alternately built binaries, and compare the results for consistency. We argue that any differences may indicate variations in program behaviour and could, therefore, be used to detect compromised binaries or failures at runtime.

This dataset contains the final results used to produce Figure 1 in different_test_outcomes.tsv, as well as tools to reproduce these results from several starting points. See README.md for instructions.

Citation: Jens Dietrich, Tim White, Valerio Terragni and Behnaz Hassanshahi. Towards Cross-Build Differential Testing. 18th IEEE International Conference on Software Testing, Verification and Validation (ICST) 2025.
DOI: 10.15468/dl.7rw3bg
title: Occurrence Download

description: A dataset containing 8352 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hydrurga Gistel, 1848"
 ]
}

 The dataset includes 8352 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002897-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7dnr86
title: Occurrence Download

description: A dataset containing 1558 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is NIWA Invertebrate Collection",
 "TaxonKey is Pycnogonida"
 ]
}

 The dataset includes 1558 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002898-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ze75p4
title: Occurrence Download

description: A dataset containing 997 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Haliotidae",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 997 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002899-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gt4bch
title: Occurrence Download

description: A dataset containing 1922 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Naturalis Biodiversity Center (NL) - Chelicerata and Myriapoda",
 "TaxonKey is Pycnogonida"
 ]
}

 The dataset includes 1922 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002900-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dn9cxq
title: Occurrence Download

description: A dataset containing 113164 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Saudi Arabia",
 "Geometry POLYGON((47.00576 29.0926,44.83216 29.28236,38.74607 32.39223,35.70303 29.0926,43.16573 16.22506,47.36803 16.85016,55.23755 21.26471,50.29201 24.33891,47.00576 29.0926))",
 "HasGeospatialIssue is false",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 113164 records from 171 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002856-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.grstvr
title: Occurrence Download

description: A dataset containing 9021 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trochidae",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9021 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002902-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/d1b-hc1-fw7
title: Rubus austromoravicus Holub

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/mjg-c2s-jpp
title: Rubus vestii Focke

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/yj0-5y7-d4k
title: Justicia dichotoma Blume

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/0ap-paf-sg7
title: Rubus lindebergii P. J. Müll.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/gl4-y6z-35k
title: Gymnostachyum leptostachyum Nees

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/yvk-xs5-04t
title: Polyechma odorum Nees

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/3mw-a4f-blp
title: Rubus schlechtendalii Weihe ex Link

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/hys-ln2-mz3
title: Rubus nessensis Hall

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/jnz-akg-wcc
title: Rubus arduennensis Lib. ex Lej.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/6dj-10g-5gp
title: Rubus furvicolor Focke

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/b2s-bqv-5ka
title: Rostellularia tenella Nees

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/f8s-hkx-w6s
title: Rubus cardiophyllus P. J. Müll. & Lefèvre

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.bd4kva
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Mammalia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((135 0,142.5 0,142.5 7.5,135 7.5,135 0))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034177-251009101135966/datasets/export for details.
DOI: 10.3535/elx-122-74d
title: Rubus armeniacus Focke

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/r2v-bxp-dyf
title: Rubus pyramidalis Kaltenb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/tdg-hdy-js2
title: Teliostachya lanceolata Nees

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.zthnx2
title: Occurrence Download

description: A dataset containing 90 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Mollusca)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((37.5 75,45 75,45 82.5,37.5 82.5,37.5 75))"
 ]
}

 The dataset includes 90 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034176-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/et6-abr-5ea
title: Rubus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/yvj-z8y-ela
title: Rubus drejeri Jensen ex Lange

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/fyx-e3n-h3z
title: Rubus scotophilus Halácsy

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/rbk-vaw-x16
title: Rubus angustipaniculatus Holub

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/txx-102-lgq
title: Rubus flexuosus P. J. Müll. & Lefèvre

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/cqx-f2j-q1c
title: Rubus crispomarginatus Holub

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/mnj-w1f-f5l
title: Ruellia alopecuroidea Vahl

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/rx8-bq5-nlq
title: Eranthemum sessile Nees

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/a20-szn-ez5
title: Rubus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/egn-sys-psp
title: Rubus amiantinus Focke

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/v0s-5am-p07
title: Rubus schlechtendalii Weihe ex Link

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/0wj-f2h-sjm
title: Rubus grabowskii Weihe

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/h1c-dfd-nva
title: Leptostachya virgata Nees

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/td6-qj4-ww9
title: Goldfussia crinita Nees

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/btv-y0d-jxa
title: Rubus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/y0f-0j0-285
title: Rubus hypomalacus Focke

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/yf9-v0l-2td
title: Lophostachys semiovata Nees

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/93y-ett-1gn
title: Rubus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/nc2-9k0-6p6
title: Rubus liubensis W. Maurer

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/sej-a85-q6v
title: Leptostachya martiana var. macrophylla Nees

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/4v6-wke-a03
title: Rubus ulmifolius Schott

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/5df-j0z-v86
title: Pachystachys nutans Nees

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/hzx-kax-cmj
title: Hygrophila costata Nees

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/45j-fqa-kcy
title: Rubus stenoacanthus Lefèvre & P. J. Müll.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/fl0-g8y-rs2
title: Hygrophila dimidiata Nees

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/k4q-vra-ds8
title: Lophostachys alvarezia Nees

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/717-j20-p2t
title: Rubus pyramidalis Kaltenb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/d82-37d-x8k
title: Rubus pubescens Weihe

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/trd-952-zp1
title: Rostellularia vahlii var. nana Nees

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/dkq-3e5-8vz
title: Rubus nessensis Hall

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/gnt-b92-1ww
title: Lepidagathis floribunda (Pohl) Kameyama

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/rvz-n59-01w
title: Rubus amiantinus Focke

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/30f-6ky-2wl
title: Lophostachys sessilifolia Pohl

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/80l-xcw-q41
title: Rubus hypomalacus Focke

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/9a3-mv4-0w3
title: Teliostachya lanceolata Nees

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/3tw-gbb-bfm
title: Rubus arduennensis Lib. ex Lej.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/8hc-rad-h09
title: Rubus bifrons Vest.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ws7-2j3-ght
title: Hygrophila conferta Nees

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/g5k-yhm-3vm
title: Rubus genevieri Boreau

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/jpd-vlq-4z1
title: Rubus grabowskii Weihe

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/l23-vr9-qdd
title: Rhytiglossa oblonga Nees

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/05z-qxn-q8w
title: Rostellularia reptans Nees

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/2jr-f4k-83d
title: Rubus constrictus Lefèvre & P. J. Müll.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/a9j-c6a-749
title: Hygrophila radicans Nees

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/e2w-eqd-drd
title: Rubus bavaricus (Focke) Utsch

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/tca-7fa-wlv
title: Lophostachys patula Mart. ex Nees

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/2qp-0rt-n9z
title: Rubus drymophilus P. J. Müll. & Lefèvre

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/c1c-0ww-y96
title: Rubus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/s56-4r1-jw3
title: Rubus lejeunei Weihe & Nees

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/hws-ep1-z66
title: Rubus plicatus Weihe & Nees

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/mw7-bgt-ct1
title: Leptostachya parviflora Nees

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/rs0-pqm-v1r
title: Goldfussia pentastemonoides Nees

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/1pw-kyq-09z
title: Leptostachya heterophylla var. obtusa Nees

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/kb8-04m-vjd
title: Rubus campaniensis Winkel ex A. Beek

description: Digital Specimen for the physical specimen hosted at University of Graz.