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

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pternohyla dentata Smith, 1957"
 ]
}

 The dataset includes 36 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008783-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vrsdaw
title: Occurrence Download

description: A dataset containing 76981 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cambaridae"
 ]
}

 The dataset includes 76981 records from 255 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0288576-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.myak3j
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bassaricyon neblina Helgen, Pinto, Kays, Helgen, Tsuchiya, Quinn, Wilson & Maldonado, 2013",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 16 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003599-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2ndeub
title: Occurrence Download

description: A dataset containing 5804 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Ptilidium pulcherrimum (Weber) Vain."
 ]
}

 The dataset includes 5804 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058742-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8ba5bx
title: Occurrence Download

description: A dataset containing 1804 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ficus virens W.T.Aiton)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation, Observation, Specimen)",
 "Year is greater than 1945"
 ]
}

 The dataset includes 1804 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0279609-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yrtcch
title: Occurrence Download

description: A dataset containing 3938232 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Year 2010-2018",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3938232 records from 311 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008783-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ja01qp
title: Occurrence Download

description: A dataset containing 3546 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhogeessa H.Allen, 1866"
 ]
}

 The dataset includes 3546 records from 107 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003599-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2j2tjz
title: CCDC 2326411: Experimental Crystal Structure Determination

description: Related Article: Zohreh Hendi, Madhusudan K. Pandey, Katharina Rachuy, Mukesh K. Singh, Regine Herbst-Irmer, Dietmar Stalke, Herbert W. Roesky|2024|Chem.-Eur.J.|30|e202400389|doi:10.1002/chem.202400389
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2j2tk0
title: CCDC 2326412: Experimental Crystal Structure Determination

description: Related Article: Zohreh Hendi, Madhusudan K. Pandey, Katharina Rachuy, Mukesh K. Singh, Regine Herbst-Irmer, Dietmar Stalke, Herbert W. Roesky|2024|Chem.-Eur.J.|30|e202400389|doi:10.1002/chem.202400389
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2j2tl1
title: CCDC 2326413: Experimental Crystal Structure Determination

description: Related Article: Zohreh Hendi, Madhusudan K. Pandey, Katharina Rachuy, Mukesh K. Singh, Regine Herbst-Irmer, Dietmar Stalke, Herbert W. Roesky|2024|Chem.-Eur.J.|30|e202400389|doi:10.1002/chem.202400389
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2l9806
title: CCDC 2392177: Experimental Crystal Structure Determination

description: Related Article: Gui-Fei Huo, Yi Han, Wei Fan, Ya Zou, Jishan Wu |2025|Chem.Asian J.|20|e00442|doi:10.1002/asia.202500442
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5281/zenodo.17017279
title: CoBRA-CYL-AZ: Dataset of Aztec codes on Cylindrical Surfaces

description: Dataset summary for CoBRA-CYL-AZ

The CoBRA-CYL-AZ dataset includes 7,176 images in total of bent and cropped Aztec codes and their precise and automatically computed annotations.There are two folders in the root directory of the dataset: images and markup.Each of them contains subfolders with files which correspond to one of the categories based on barcode's:- barcode type: aztec_code, aztec_compact, or cropped_aztec_compact- rotation angle on a cylindrical surface: 00 (with leading zero), 15, or 30 degrees

According to the described categories, distribution of images in the CoBRA-CYL-AZ dataset is the following:- aztec_code:    - rotation_00: 914    - rotation_15: 902    - rotation_30: 872- aztec_compact:    - rotation_00: 754    - rotation_15: 752    - rotation_30: 738- cropped_aztec_compact:    - rotation_00: 754    - rotation_15: 752    - rotation_30: 738

File naming pattern

Each image is named using the following pattern: aa_bb_cc_dd_eeeee.png, where aa is a shorthand for aztec type (f for full or aztec_code, c for aztec_compact, cc for cropped_aztec_compact), bb is the barcode rotation angle, cc is an index of used 3D model and texture pair in the CoBRA barcode synthesis system, dd is an index of camera location on the predefined grid of view points, and eeeee is a unique hash of the image in the entire dataset.The corresponding ground truth for each image is stored under the same file name with the appended .json file extension.

Annotation format

Each JSON ground truth file contains one JSON object that provides information for the single QR Code located in the image: - barcode symbology (key symbology), always equal to AZTEC- barcode dimensions in the number of modules (keys dim1 and dim2)- barcode message in Base64 encoding (key value)- barcode message in UTF-8 encoding (key value_utf8)- barcode quadrangle (key quad)- barcode grid of modules (key grid)

The vertices of the quadrangle (quad) are indexed starting from the upper left corner of the code spiraling clockwise.The grid is stored as a list of barcode module corners which is ordered by rows starting from the upper left corner and lasting with its lower right one.
DOI: 10.34740/kaggle/dsv/12929425
title: Public Opinion on Climate Change (Updated Daily)
DOI: 10.15468/dl.u9kdsm
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Verbesina robinsonii"
 ]
}

 The dataset includes 13 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015482-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3sq5tn
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is one of (Coordinate rounded, Geodetic datum invalid, Geodetic datum assumed WGS84, Coordinate reprojected, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate accuracy invalid, Coordinate precision/uncertainty mismatch, Footprint SRS invalid, Footprint WKT invalid, Country mismatch, Country invalid, Country derived from coordinates, Continent coordinate mismatch, Continent country mismatch, Continent invalid, Continent derived from country, Continent derived from coordinates, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Recorded date unlikely, Taxon match aggregate, The scientific name ID was not used in backbone matching, The taxon concept ID was not used in backbone matching, The taxon ID was not used in backbone matching, The scientific name ID was not found in the checklist, The taxon concept ID was not found in the checklist, The taxon ID was not found in the checklist, The scientific name differs on the record from that found in the checklist, Taxon match none, The backbone match found using the taxon IDs differs from what would be found if using the scientific names, Depth not metric, Depth unlikely, Depth min max swapped, Depth non numeric, Elevation unlikely, Elevation min max swapped, Elevation not metric, Elevation non numeric, Modified date invalid, Modified date unlikely, Identified date unlikely, Identified date invalid, Basis of record invalid, Type status invalid, Multimedia date invalid, Multimedia URI invalid, References URI invalid, Error during interpretation, Individual count invalid, Individual count conflicts with occurrence status, Occurrence status unparsable, Occurrence status inferred from individual count, Occurrence status inferred from basis of record, Georeferenced date unlikely, Georeferenced date invalid, Ambiguous institution, Ambiguous collection, Institution match none, Collection match none, Institution match fuzzy, Collection match fuzzy, Institution collection mismatch, Possibly on loan, Different owner institution)",
 "OccurrenceStatus is Present",
 "TaxonKey is Colluricincla tenebrosa"
 ]
}

 The dataset includes 26 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015485-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yepjec
title: Occurrence Download

description: A dataset containing 1329 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ajuga orientalis, Ajuga orientalis oblongifolia, Ajuga orientalis orthosiphon, Ajuga orientalis aenesia, Ajuga orientalis condensata, Bugula obliqua, Ajuga orientalis aenesia, Bulga orientalis, Bugula orientalis)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 1329 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015484-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17018532
title: ACEM 9787 - supplementary data
DOI: 10.5281/zenodo.17018533
title: ACEM 9787 - supplementary data
DOI: 10.18150/olcgl4
title: Cyfrowe usługi finansowe konsumentów i konsumentek z niepełnosprawnością intelektualną na tle inkluzji finansowej i empowermentu w gospodarce cyfrowej

description: Zbiór zawiera dane wytworzone w ramach projektu "Cyfrowe usługi finansowe konsumentów i konsumentek z niepełnosprawnością intelektualną na tle inkluzji finansowej i empowermentu w gospodarce cyfrowej" realizowanego w latach 2024 - 2025. Kierownikiem projektu jest dr Mateusz Smieszek. Projekt finansowy był ze środków Narodowego Centrum Nauki (grant Miniatura, nr NCN 2024/08/X/HS6/00468).Cele projektu: zrozumienie potrzeb konsumentów i konsumentek z niepełnosprawnościami w zakresie usług finansowych w środowisku cyfrowym, identyfikacja barier dostępu do usług finansowych, pogłębienie wiedzy na temat edukacji nieformalnej jako narzędzia przeciwdziałania wykluczeniu cyfrowemu i społecznemu, opracowanie strategii i narzędzi wspierających inkluzję finansową i empowerment osób z niepełnosprawnościami, analiza kluczowych aspektów edukacji finansowej osób z niepełnosprawnością intelektualną.Grupa badawcza: dorosłe osoby z niepełnosprawnością intelektualną w stopniu lekkim oraz umiarkowanym (20 osób).Wywiady zostały przeprowadzone przez dr Mateusza Smieszka między kwietniem a lipcem 2025.The collection contains data generated as part of the project “Digital financial services for consumers with intellectual disabilities in the context of financial inclusion and empowerment in the digital economy,” implemented in 2024-2025. The project manager is Dr. Mateusz Smieszek. The National Science Center financed the project (Miniatura grant, No. NCN 2024/08/X/HS6/00468).Project objectives: to understand the needs of consumers with disabilities in terms of financial services in the digital environment, identifying barriers to accessing financial services, deepening knowledge about informal education as a tool for counteracting digital and social exclusion, developing strategies and tools to support financial inclusion and empowerment of people with disabilities, analyzing key aspects of financial education for people with intellectual disabilities.Research group: adults with mild and moderate intellectual disabilities (20 people).Dr. Mateusz Smieszek conducted the interviews between April and July 2025.
DOI: 10.24377/ljmu.d.00000241
title: OASIS “Venice Architecture Biennale – Grounded Pavilion Open Call

description: Inspired by the geological phenomena of karst sinkholes in Konya, Oasis emerges not as an imposition upon the land, but as a dialogue with it—an invitation to reconceive architecture as an agent of healing rather than dominance.
Central to this dialogue is the concept of situatedness—a philosophical and material engagement with place that transcends aesthetic mimicry. Rooted architecture, in this context, is both literal and metaphorical: embedded in the land, composed of the land, and accountable to it.
Constructed from rammed earth, using soil and straw sourced from the site, Oasis embodies a regenerative ethic. The material becomes not just a medium of construction but a custodian of memory, climate, and identity.
Integrating passive systems, solar energy, and ecological design, Oasis operates as a “zero-energy” SCADA facility and pedagogical space. It offers a vision of architecture as an agent of rooted transformation, where design is not a spectacle of innovation but a careful, quiet practice of listening, restoring, and re-rooting.
As a research-by-design initiative, Oasis explores how architecture can be redefined as a quiet, restorative, and deeply contextual practice. It advocates for design processes grounded in listening, adapting, and re-rooting—offering a model for climate-conscious, place-based transformation in architectural practice.
description: The Oasis dataset was generated through a site-responsive design research process that integrated material testing, environmental observation, and basic digital modelling to explore how locally sourced materials and passive strategies could support a low-impact, net-zero architectural intervention. Environmental and energy data—including sun path, wind direction, and thermal behaviour—were gathered using open-source tools and simple simulations, while the SCADA concept was framed as a speculative, low-tech system prioritizing accessibility and pedagogical value.
DOI: 10.5281/zenodo.17018529
title: final data_Digital Economy Dynamics
DOI: 10.5281/zenodo.17018530
title: final data_Digital Economy Dynamics
DOI: 10.5281/zenodo.17018494
title: LLMs and Fuzzing in Tandem - Logs

description: These are the supplementary log files for the paper "LLMs and Fuzzing in Tandem: A New Approach toAutomatically Generating Weakest Preconditions".
DOI: 10.5281/zenodo.17018495
title: LLMs and Fuzzing in Tandem - Logs

description: These are the supplementary log files for the paper "LLMs and Fuzzing in Tandem: A New Approach toAutomatically Generating Weakest Preconditions".
DOI: 10.15468/dl.rbr8v6
title: Occurrence Download

description: A dataset containing 1512208412 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is EOD – eBird Observation Dataset"
 ]
}

 The dataset includes 1512208412 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015346-250827131500795/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.29635035
title: Endoscopic closure of Gastrointestinal defects: Devices and Techniques

description: Advancements in therapeutic endoscopy have expanded the management of gastrointestinal (GI) diseases. Procedures such as endoscopic submucosal dissection (ESD) and endoscopic full-thickness resection (EFTR) frequently result in iatrogenic GI defects requiring secure closure to prevent complications like bleeding and perforation. While through-the-scope clips (TTSCs) are effective for small defects, larger or full-thickness defects necessitate alternative closure techniques. This review discusses the endoscopic closure devices, including TTSCs, over-the-scope clips (OTSCs), and endoscopic suturing systems. A structured literature search was conducted using PubMed and Embase, focusing on device efficacy, retention rates, and safety outcomes. Novel closure devices and robotic-assisted techniques are also discussed. The choice of closure technique depends on defect size, location, and tissue characteristics. TTSCs are suitable for small mucosal defects, while OTSCs and suturing devices enable robust closure for full thickness defects. While endoscopic suturing offers high closure strength, technical expertise is required. In near future, robotic-assisted endoscopy may enhance precision and efficiency of resection as well as closure of post-resection defects. Further research should focus on refining closure techniques and optimizing device selection to improve clinical outcomes.
DOI: 10.6084/m9.figshare.29635035.v2
title: Endoscopic closure of Gastrointestinal defects: Devices and Techniques

description: Advancements in therapeutic endoscopy have expanded the management of gastrointestinal (GI) diseases. Procedures such as endoscopic submucosal dissection (ESD) and endoscopic full-thickness resection (EFTR) frequently result in iatrogenic GI defects requiring secure closure to prevent complications like bleeding and perforation. While through-the-scope clips (TTSCs) are effective for small defects, larger or full-thickness defects necessitate alternative closure techniques. This review discusses the endoscopic closure devices, including TTSCs, over-the-scope clips (OTSCs), and endoscopic suturing systems. A structured literature search was conducted using PubMed and Embase, focusing on device efficacy, retention rates, and safety outcomes. Novel closure devices and robotic-assisted techniques are also discussed. The choice of closure technique depends on defect size, location, and tissue characteristics. TTSCs are suitable for small mucosal defects, while OTSCs and suturing devices enable robust closure for full thickness defects. While endoscopic suturing offers high closure strength, technical expertise is required. In near future, robotic-assisted endoscopy may enhance precision and efficiency of resection as well as closure of post-resection defects. Further research should focus on refining closure techniques and optimizing device selection to improve clinical outcomes.
DOI: 10.5281/zenodo.16738387
title: Wyniki badań ankietowych: Wiejsko-miejski transfer wiedzy – modele współzależności

description: Głównym celem projektu pt. "Wiejsko-miejski transfer wiedzy – modele współzależności" jest opracowanie modeli współzależności w wiejsko-miejskim transferze wiedzy, a w szczególności pomiędzy migrantami i społecznością lokalną (“newcomers” i “oldtimers”).Badania ankietowe i komplementarne wywiady pogłębione wśród przybyszów z miast oraz stałych mieszkańców wsi wykonano w 18 wsiach z różnych regionów Polski. Poszukiwano odpowiedzi na trzy pytania badawcze. 1) Jakie rodzaje wiedzy transferowane są pomiędzy mieszkańcami miast i wsi? 2) Jakie są główne kierunki i natężenie w transferze wiedzy? 3) Jakie konsekwencje niesie transfer wiedzy? Kontakty pomiędzy dwiema badanymi grupami mają przede wszystkim informacyjny charakter, a ich celem jest zaspokojenie codziennych potrzeb. Przypadki głębszej wiedzy i bardziej specjalistycznych informacji dotyczą przede wszystkim budownictwa, produkcji żywności i hodowli roślin. Transfer wiedzy jest raczej mało intensywny i odbywa się podczas sporadycznych spotkań głównie w miejscach publicznych – na ulicach, placach centralnych, w sklepach. To zapewne wpływa na rodzaj i jakość transferowanej wiedzy i informacji. Przepływ wiedzy i informacji ma charakter dwukierunkowy. Z przeprowadzonych wywiadów wynika, że stali mieszkańcy wsi są przede wszystkim źródłem bieżącej i praktycznej informacji, natomiast przybysze dostarczają częściej wiedzy o charakterze doradczym i kulturowym. Przybysze z miast wyżej oceniają korzyści z przepływającej do nich wiedzy i informacji niż stali mieszkańcy wsi.