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

description: A dataset containing 3768 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Colombia",
 "Geometry POLYGON((-73.79705 8.1299,-73.88046 8.02861,-73.79109 7.78434,-73.84471 7.72476,-73.80301 7.65326,-73.90429 7.46856,-73.93408 7.123,-73.85663 7.02767,-74.39285 6.56891,-74.38689 6.414,-74.52392 6.25313,-74.37497 6.04461,-74.26773 6.08631,-74.22602 5.96119,-74.2856 5.84203,-74.1724 5.8897,-74.01154 5.80033,-73.96983 5.705,-73.70768 5.78245,-73.63023 5.71096,-73.5766 5.86587,-73.64214 5.87778,-73.58256 5.96119,-73.50898 6.11295,-73.41943 6.0468,-73.36807 6.00886,-73.40656 5.90204,-73.45039 5.88012,-73.47012 5.81656,-73.41533 5.76396,-73.37807 5.74424,-73.35177 5.84505,-73.36273 5.87574,-73.32109 5.85382,-73.27068 5.84505,-73.23342 5.81437,-73.18832 5.84523,-73.24657 5.90204,-73.22685 5.95025,-73.19617 6.016,-73.1611 5.98313,-72.99272 5.97907,-72.87263 6.13678,-72.83069 6.13678,-72.79361 6.2392,-72.76358 6.20109,-72.73283 6.44993,-72.81112 6.55339,-72.7496 6.57296,-72.64336 6.42757,-72.53152 6.51145,-72.53345 6.57254,-72.49237 6.65684,-72.48398 6.80782,-72.48398 6.87493,-72.5427 6.88052,-72.55586 7.00505,-72.65651 6.96871,-72.67609 7.00785,-72.7348 6.97989,-72.74878 7.06657,-72.77674 7.04979,-72.87181 7.14485,-72.82987 7.20637,-72.88019 7.26788,-72.83546 7.321,-72.90815 7.42725,-72.88858 7.47199,-72.98681 7.5252,-72.98644 7.62297,-73.04925 7.60658,-73.2282 7.62895,-73.26175 7.53668,-73.39316 7.57303,-73.48264 7.5926,-73.54694 7.69885,-73.61405 7.74358,-73.75944 7.7352,-73.75385 7.81908,-73.66517 7.89654,-73.68115 7.9421,-73.72869 7.96167,-73.73148 8.05953,-73.79705 8.1299))",
 "HasCoordinate is true",
 "TaxonKey is Bryophyta",
 "Year 1980-2025"
 ]
}

 The dataset includes 3768 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003481-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qszrnv
title: Occurrence Download

description: A dataset containing 264 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Taxus wallichiana chinensis"
 ]
}

 The dataset includes 264 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003482-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tutm8w
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is ",
 "GadmGid is COL.28.36_2"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003483-251120083545085/datasets/export for details.
DOI: 10.15468/dl.f7fse9
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "OccurrenceStatus is Present",
 "TaxonKey is Amanita magnivolvata"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003485-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.he37ba
title: Occurrence Download

description: A dataset containing 269579 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "DatasetKey is EOD – eBird Observation Dataset",
 "GadmGid is KAZ",
 "Geometry POLYGON((42.46861 27.25597,115.75020 27.25597,115.75020 60.50008,42.46861 60.50008,42.46861 27.25597))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 269579 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003475-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.suww4b
title: Occurrence Download

description: A dataset containing 42090 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Geometry POLYGON((-98.59844 15.2148,-97.71109 17.44848,-97.90998 18.8713,-98.95032 20.03403,-100.77092 20.30942,-101.42878 20.93668,-102.10194 21.10497,-102.53032 21.02848,-104.21323 20.43181,-104.764 19.05489,-104.99348 17.54027,-98.59844 15.2148))",
 "OccurrenceStatus is Present",
 "TaxonKey is Columba livia"
 ]
}

 The dataset includes 42090 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003486-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kn9pf4
title: Occurrence Download

description: A dataset containing 3090 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bougainvillea glabra",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3090 records from 280 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003488-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9usv48
title: Occurrence Download

description: A dataset containing 112 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "OccurrenceStatus is Present",
 "TaxonKey is Amanita mairei"
 ]
}

 The dataset includes 112 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003489-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ujs8sx
title: Occurrence Download

description: A dataset containing 16664 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Geometry POLYGON((-98.25345 15.44443,-97.15191 17.50981,-98.16165 18.64195,-99.50798 19.75879,-100.57892 20.47785,-101.63456 20.86032,-102.32302 20.76853,-103.24097 20.40135,-104.08242 19.94238,-104.64849 19.03973,-103.82233 18.25947,-98.25345 15.44443))",
 "OccurrenceStatus is Present",
 "TaxonKey is Bubulcus ibis"
 ]
}

 The dataset includes 16664 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003490-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15151/esrf-es-2284214374
title: Molecular machines in energy transduction, cellular signaling and defense processes

description: This BAG is composed of 6 working groups from 3 locations (universities of Cologne, Bochum, Duesseldorf),working with both MX and SAXS, the projectsfor this proposal are rather heterogeneous.
Nonetheless, our research focuses on six primary themes: proteins involved in transport processes, immune system function, disease association, industrial enzyme applications, light harvesting, and signaling or fixation processes.
Our research spans a wide range of biological processes, from membrane transport and pathogen defense to enzyme optimization for industrial and environmental applications. By obtaining high-resolution structures of these proteins, we aim to advance our understanding of their functions, paving the way for new therapeutic strategies, biotechnological innovations, and solutions to pressing environmental challenges.
DOI: 10.5281/zenodo.17682109
title: Supplementary Material for "Back-reflection in dipole fields and beyond"

description: The data in this repository supports the findings of manuscript "Back-reflection in dipole fields and beyond", by M. Valialshchikov, F. Karbstein, D. Seipt and M. Zepf, https://arxiv.org/abs/2510.11764. The repository contains simulation and analytics data used to create the figures presented in the manuscript.
DOI: 10.5281/zenodo.17682110
title: Supplementary Material for "Back-reflection in dipole fields and beyond"

description: The data in this repository supports the findings of manuscript "Back-reflection in dipole fields and beyond", by M. Valialshchikov, F. Karbstein, D. Seipt and M. Zepf, https://arxiv.org/abs/2510.11764. The repository contains simulation and analytics data used to create the figures presented in the manuscript.
DOI: 10.15468/dl.wjhsvp
title: Occurrence Download

description: A dataset containing 4152 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Heliconia latispatha",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4152 records from 156 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003491-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jycx39
title: Occurrence Download

description: A dataset containing 8873 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Geometry POLYGON((-98.04607 15.32418,-96.95983 17.68025,-99.36179 19.47025,-101.45778 20.3729,-102.91119 20.54119,-104.34931 18.88888,-103.46196 17.74145,-98.04607 15.32418))",
 "OccurrenceStatus is Present",
 "TaxonKey is Ardea ibis"
 ]
}

 The dataset includes 8873 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003493-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gw27eu
title: Occurrence Download

description: A dataset containing 571517 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sciurus carolinensis"
 ]
}

 The dataset includes 571517 records from 307 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003471-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26036/cnp0006168
title: Transcriptome sequencing of mung bean leaves treated with different concentrations of NaCl

description: Mung beans were treated with 30, 60, 90, 120, 150 mM NaCl, respectively, and leaves were harvested for transcriptome sequencing after 48h of treatment
DOI: 10.15468/dl.knwxy8
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "OccurrenceStatus is Present",
 "TaxonKey is Amanita nivalis"
 ]
}

 The dataset includes 16 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003494-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/j0alhi
title: Replication Data for: "Cultural roots of prejudice: Cultural scripts and the reactivation of antisemitism in Germany"

description: These are the replication files for “Cultural roots of prejudice: Cultural scripts and the reactivation of antisemitism in Germany” by Eylem Kanol and Max Schaub, forthcoming in "Perspectives on Politics". Please see the included README.md for detailed instructions.
DOI: 10.15468/dl.5neqpz
title: Occurrence Download

description: A dataset containing 2404 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Datura ferox"
 ]
}

 The dataset includes 2404 records from 158 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003495-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bmdwpu
title: Occurrence Download

description: A dataset containing 2909 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Megaskepasma erythrochlamys",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2909 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003496-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17676542
title: IODP Expedition 321 Titration

description: Various chemical constituents (most commonly chloride) were measured by titration using either an autotitrator (chloride) or a manual titrator (other compounds). Chloride was measured by ion-selective electrode and a silver nitrate titration until all chloride is bound as silver chloride.
DOI: 10.5281/zenodo.17676543
title: IODP Expedition 321 Titration

description: Various chemical constituents (most commonly chloride) were measured by titration using either an autotitrator (chloride) or a manual titrator (other compounds). Chloride was measured by ion-selective electrode and a silver nitrate titration until all chloride is bound as silver chloride.
DOI: 10.5281/zenodo.13918152
title: Efficiency and Energy Consumption of Partial Carbonation Process for CO2 Capture from Natural Gas Combustion - Dataset

description: Here is found the Raw data from all the analysis is generated. Those file are export of TGA analysis and Heat power signal of calcination-carbonation reaction of a brazilian dolimite. Further information can be found on the publication with the same name.
DOI: 10.5281/zenodo.13918153
title: Efficiency and Energy Consumption of Partial Carbonation Process for CO2 Capture from Natural Gas Combustion - Dataset

description: Here is found the Raw data from all the analysis is generated. Those file are export of TGA analysis and Heat power signal of calcination-carbonation reaction of a brazilian dolimite. Further information can be found on the publication with the same name.
DOI: 10.15468/dl.vyxduc
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Didymocarpus biserratus Barnett"
 ]
}

 The dataset includes 27 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013053-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14415596
title: A Dataset of bots and human contributors events and activities

description: This repository provides a dataset of events performed by 24,400 contributors and activities performed by 853 contributors (34 bot accounts, 13 GitHub Apps, 4 built-in services and 802 humans) that were active in projects belonging to NumFOCUS repositories during July, August and September 2024. This dataset is used for empirical study in the paper titled Observing bots in the wild: A quantitative analysis of a large open source ecosystem accepted for publication at the 6th International Workshop on Bots in Software Engineering (BotSE) 2025. This research paper is co-authored by Natarajan Chidambaram and Tom Mens (Software Engineering Lab, University of Mons, Belgium). This work is supported by Service Public de Wallonie Recherche under grant number 2010235 - ARIAC by DigitalWallonia4.AI, and by the Fonds de la Recherche Scientifique – FNRS under grant numbers J.0147.24 and T.0149.22.

 

Files Description:

RawEvents.zip: Contains the raw events that were performed by contributors in projects belonging to NumFOCUS repositories

activities.csv: A CSV file containing the activities of all the contributors used in our empirical analysis

basic_features.csv: A CSV file containing the basic features (contributor type, number of activities performed, number of repositories contributed to, number of organisations involved with) for all contributors

activities_per_activity_type.csv: A CSV file containing number of activities for each activity type that contributors performed in projects belonging to NumFOCUS repositories
DOI: 10.5281/zenodo.14416297
title: A Dataset of bots and human contributors events and activities

description: This repository provides a dataset of public GitHub events performed by 24,400 contributors and higher-level activities performed by the 853 most active contributors (34 bot accounts, 13 GitHub Apps, 4 built-in GitHub services and 802 human accounts) that were active in GitHub repositories belonging to NumFOCUS organisations during July, August and September 2024. This dataset is used for empirical study in the paper titled Observing bots in the wild: A quantitative analysis of a large open source ecosystem accepted for publication at the 6th International Workshop on Bots in Software Engineering (BotSE) 2025. This research paper is co-authored by Natarajan Chidambaram and Tom Mens (Software Engineering Lab, University of Mons, Belgium). This work is supported by Service Public de Wallonie Recherche under grant number 2010235 - ARIAC by DigitalWallonia4.AI, and by the Fonds de la Recherche Scientifique – FNRS under grant numbers J.0147.24 and T.0149.22.

 

Files Description:

RawEvents.zip: Contains the raw events that were performed by contributors in GitHub repositories belonging to NumFOCUS organisations

activities.csv: A CSV file containing the activities of all the contributors

basic_features.csv: A CSV file containing the basic features (contributor type, number of activities performed, number of repositories contributed to, number of organisations involved with) for all contributors

activities_per_activity_type.csv: A CSV file containing number of activities for each activity type that contributors performed in GitHub repositories belonging to NumFOCUS organisations
DOI: 10.15468/dl.qj9m94
title: Occurrence Download

description: A dataset containing 343 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lampanyctus lepidolychnus Becker, 1967",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 343 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003912-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.urt7tu
title: Occurrence Download

description: A dataset containing 7855 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fagus crenata Blume",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2010",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7855 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003908-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vfbsrh
title: Occurrence Download

description: A dataset containing 12392 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "DatasetKey is Botanical Database of Southern Africa (BODATSA): Botanical Collections",
 "Issue is one of (Zero coordinate, Country coordinate mismatch, Country invalid)"
 ]
}

 The dataset includes 12392 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001096-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kaqmkt
title: Occurrence Download

description: A dataset listing the 254 species recorded in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "Geometry POLYGON((100.55181 13.734,100.55278 13.72523,100.55744 13.72535,100.55744 13.72563,100.56024 13.72559,100.55968 13.73012,100.55968 13.73289,100.55932 13.7338,100.55181 13.734))"
 ]
}

 The dataset's 254 records were derived from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001088-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18329883
title: Sustainability news paper
DOI: 10.5281/zenodo.18329884
title: Sustainability news paper
DOI: 10.5066/p14sip44
title: Landslide Dam Data and Susceptibility Estimates in the Oregon Coast Range

description: This dataset includes csv files containing the locations and attributes of landslides forming, and not-forming, dams mapped and used by Morgan et al. (2026) to model landslide dam susceptibility in the Oregon Coast Range. We also include the resulting output models of Morgan et al. (2026) predicting landslide dam susceptibility throughout the Oregon Coast Range as 100m spaced points along rivers.
DOI: 10.15468/dd.tvbe93
title: WSP_GBIF_Collector_CA0006659.3585

description: Generated from API search results. Project CA0006659.3585 - Bamfield Relocation
DOI: 10.15468/dl.v2wmp6
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hymenocallis ximixtlanensis"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003085-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tatv35
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (VNM.1_1, VNM.33_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is DD",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia",
 "Year 2015-2026"
 ]
}

 The dataset includes 13 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003086-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18329911
title: Gravity as the Emergent Manifestation of Dual Attractive Forces: The Electromagnetic-Thermodynamic Unification Through  Energetic Potential Equilibration

description: We present a unified theoretical framework demonstrating that gravitational phenomena

emerge from two fundamental attractive forces, both manifestations of energetic potential equi-libration in Structured Vesicular Entities (SVEs). Through systematic experimental falsifica-tion, we demonstrate: (1) Maxwell’s Equations fail in three-dimensional systems where magnetic

repulsion is geometrically impossible, yielding a 7:1 attraction-to-repulsion ratio; (2) thermal

gradients function as vectorial attractive forces capable of generating negentropy and perform-ing mechanical work independently of bulk temperature; and (3) electromagnetic and thermal

potentials are not analogous but identical phenomena—both representing energetic potentialdifferences stored in SVE structures. We derive the fundamental equivalence e∆V ≡ kB∆T

and demonstrate that ”gravity” is the macroscopic manifestation of SVEs seeking equilibra-tion through: (i) 3D magnetic alignment (structural lock) governing solid aggregation, and (ii)

thermal attraction (orbital pull) governing fluid motion and planetary orbits. Elliptical orbitsemerge naturally as the dynamic breathing pattern between these competing attractive forces,eliminating the need for curved spacetime, dark matter, or General Relativity. This work unifieselectromagnetism and thermodynamics, revealing them as different experimental probes of thesame underlying physics of energetic potential gradients.