cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.3pm9hs
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((99.956 2.00218, 99.885695 1.996612, 99.817122 1.980044, 99.751971 1.952885, 99.691847 1.915804, 99.638231 1.869714, 99.592444 1.815752, 99.555612 1.755246, 99.528642 1.689687, 99.512196 1.620689, 99.50667900000001 1.549952, 99.512225 1.479217, 99.52869800000001 1.410226, 99.555689 1.344677, 99.592534 1.284185, 99.63832600000001 1.230237, 99.69193799999999 1.184162, 99.752048 1.147094, 99.817178 1.119945, 99.885724 1.103384, 99.956 1.097818, 100.026276 1.103384, 100.094822 1.119945, 100.159952 1.147094, 100.220062 1.184162, 100.273674 1.230237, 100.319466 1.284185, 100.356311 1.344677, 100.383302 1.410226, 100.399775 1.479217, 100.405321 1.549952, 100.399804 1.620689, 100.383358 1.689687, 100.356388 1.755246, 100.319556 1.815752, 100.273769 1.869714, 100.220153 1.915804, 100.160029 1.952885, 100.094878 1.980044, 100.026305 1.996612, 99.956 2.00218))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003105-260120142942310/datasets/export for details.
DOI: 10.6084/m9.figshare.31113066
title: Comparison of liposomal bupivacaine and bupivacaine hydrochloride intercostal nerve blocks for postoperative analgesia after thoracic surgery: a multicenter, randomized, three arms trial protocol

description: Whether intercostal nerve block can fully realize the prolonged analgesic potential of liposomal bupivacaine remains uncertain. This study aims to evaluate whether liposomal bupivacaine administered <i>via</i> intercostal nerve block confers a long-acting analgesic advantage over bupivacaine hydrochloride and no block within the postoperative 25–72 h window. This is a multicenter, randomized, parallel, three-arm controlled trial planning to enroll 210 patients undergoing elective unilateral video-assisted thoracoscopic surgery. Using center-stratified block randomization (1:1:1), patients will be allocated at the end of surgery to receive an intercostal nerve block with liposomal bupivacaine, bupivacaine hydrochloride, or no block. All patients will follow a standardized general anesthesia and multimodal analgesia protocol. The primary outcome is the area under the curve for pain scores during the postoperative 25–72 h. Other outcomes include pain verbal response scale at predefined time points, cumulative postoperative morphine milligram equivalent consumption, sensory block recovery time, 15-item quality of recovery scale, postoperative nausea and vomiting, postoperative pulmonary complications, length of hospital stay. This study prospectively evaluates the central question of whether liposomal bupivacaine confers a clinically meaningful long-acting analgesic advantage when used in the context of nerve block. By focusing on the area under the curve of pain scores and incorporating patient-centered outcomes such as opioid consumption and quality of recovery, the study aims to generate high-quality, translatable evidence to define the role of liposomal bupivacaine in thoracic surgery. Clinicaltrials.org, NCT07134660.
DOI: 10.6084/m9.figshare.31113066.v1
title: Comparison of liposomal bupivacaine and bupivacaine hydrochloride intercostal nerve blocks for postoperative analgesia after thoracic surgery: a multicenter, randomized, three arms trial protocol

description: Whether intercostal nerve block can fully realize the prolonged analgesic potential of liposomal bupivacaine remains uncertain. This study aims to evaluate whether liposomal bupivacaine administered <i>via</i> intercostal nerve block confers a long-acting analgesic advantage over bupivacaine hydrochloride and no block within the postoperative 25–72 h window. This is a multicenter, randomized, parallel, three-arm controlled trial planning to enroll 210 patients undergoing elective unilateral video-assisted thoracoscopic surgery. Using center-stratified block randomization (1:1:1), patients will be allocated at the end of surgery to receive an intercostal nerve block with liposomal bupivacaine, bupivacaine hydrochloride, or no block. All patients will follow a standardized general anesthesia and multimodal analgesia protocol. The primary outcome is the area under the curve for pain scores during the postoperative 25–72 h. Other outcomes include pain verbal response scale at predefined time points, cumulative postoperative morphine milligram equivalent consumption, sensory block recovery time, 15-item quality of recovery scale, postoperative nausea and vomiting, postoperative pulmonary complications, length of hospital stay. This study prospectively evaluates the central question of whether liposomal bupivacaine confers a clinically meaningful long-acting analgesic advantage when used in the context of nerve block. By focusing on the area under the curve of pain scores and incorporating patient-centered outcomes such as opioid consumption and quality of recovery, the study aims to generate high-quality, translatable evidence to define the role of liposomal bupivacaine in thoracic surgery. Clinicaltrials.org, NCT07134660.
DOI: 10.15468/dl.qhqcu6
title: Occurrence Download

description: A dataset containing 236769 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Material sample, Specimen)",
 "GadmGid is one of (CAN, MEX)",
 "Geometry POLYGON((-180 25,180 25,180 90,-180 90,-180 25))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pinopsida"
 ]
}

 The dataset includes 236769 records from 229 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003084-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qh82zb
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Sightings Map of Invasive Plants in Portugal",
 "Geometry POLYGON((-9.4167 36.41397,-6.4775 36.41397,-6.4775 39.70443,-9.4167 39.70443,-9.4167 36.41397))",
 "TaxonKey is one of (Acacia saligna (Labill.) H.L.Wendl., Ailanthus altissima (Mill.) Swingle)",
 "Year 2013-2014"
 ]
}

 The dataset includes 39 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013633-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fgzs6m
title: Occurrence Download

description: A dataset containing 361 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pelophylax nigromaculatus (Hallowell, 1861)",
 "Year 2013-2023"
 ]
}

 The dataset includes 361 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015694-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jc8pds
title: Occurrence Download

description: A dataset containing 36448 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Streptomyces Waksman & Henrici, 1943"
 ]
}

 The dataset includes 36448 records from 425 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015692-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s6sd3h
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Mentha spicata L.",
 "Year 2010-2025"
 ]
}

 The dataset includes 16 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015693-250525065834625/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.29992531
title: Sports-QA Dataset

description: Sports-QA dataset
DOI: 10.6084/m9.figshare.29992531.v1
title: Sports-QA Dataset

description: Sports-QA dataset
DOI: 10.15468/dl.h6xdjf
title: Occurrence Download

description: A dataset containing 3847 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Vincetoxicum rossicum (Kleopow) Barbar.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is Canada",
 "Year is one of (1900, 1901, 1902, 1903, 1904, 1905, 1906, 1907, 1908, 1909, 1910, 1911, 1912, 1913, 1914, 1915, 1916, 1917, 1918, 1919, 1920, 1921, 1922, 1923, 1924, 1925, 1926, 1927, 1928, 1929, 1930, 1931, 1932, 1933, 1934, 1935, 1936, 1937, 1938, 1939, 1940, 1941, 1942, 1943, 1944, 1945, 1946, 1947, 1948, 1949, 1950, 1951, 1952, 1953, 1954, 1955, 1956, 1957, 1958, 1959, 1960, 1961, 1962, 1963, 1964, 1965, 1966, 1967, 1968, 1969, 1970, 1971, 1972, 1973, 1974, 1975, 1976, 1977, 1978, 1979, 1980, 1981, 1982, 1983, 1984, 1985, 1986, 1987, 1988, 1989, 1990, 1991, 1992, 1993, 1994, 1995, 1996, 1997, 1998, 1999, 2000, 2001, 2002, 2003, 2004, 2005, 2006, 2007, 2008, 2009, 2010, 2011, 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019, 2020, 2021, 2022, 2023, 2024)"
 ]
}

 The dataset includes 3847 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001332-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14418415
title: A Dataset of bots and human activities in NumFOCUS

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 an empirical study in the paper titled Observing bots in the wild: A quantitative analysis of a large open source ecosystem published at the 6th International Workshop on Bots in Software Engineering (BotSE) 2025. DOI: https://www.doi.org/10.1109/BotSE67031.2025.00008. 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: 10.5281/zenodo.14415595
title: A Dataset of bots and human activities in NumFOCUS

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 an empirical study in the paper titled Observing bots in the wild: A quantitative analysis of a large open source ecosystem published at the 6th International Workshop on Bots in Software Engineering (BotSE) 2025. DOI: https://www.doi.org/10.1109/BotSE67031.2025.00008. 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: 10.5281/zenodo.15032242
title: Defects4J Control- and Data-Flow Graph-Based Fault Classification

description: The classification of 488 faults from seven projects in the Defects4J dataset, using a novel control- and data-flow graph-based classification scheme.
DOI: 10.5281/zenodo.15032243
title: Defects4J Control- and Data-Flow Graph-Based Fault Classification

description: The classification of 488 faults from seven projects in the Defects4J dataset, using a novel control- and data-flow graph-based classification scheme.
DOI: 10.5281/zenodo.15274979
title: Defects4J Control- and Data-Flow Graph-Based Fault Classification

description: The classification of 488 faults from seven projects in the Defects4J dataset, using a novel control- and data-flow graph-based classification scheme.
DOI: 10.15468/dl.mr9t5x
title: Occurrence Download

description: A dataset containing 3226 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Land-use and climate drive shifts in Bombus assemblage composition"
 ]
}

 The dataset includes 3226 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013054-250415084134356/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.28887701
title: Leadership for developing CoPs

description: This study aims to exploratorily examine leadership styles that develop team communities of practice (CoPs).
DOI: 10.5281/zenodo.15282774
title: ECP Proxy and Polybench/C Source-Optimized IRs

description: This dataset includes source code and LLVM IRs for the following Polybench/C and Exascale Computing Project Proxy Applications:Polybench/C: 3MM, Heat3d, Syr2k(*)ECP PA: AMG, RSBench, SW4Lite (GPU-accelerated)

Each LLVM IR is compiled using Clang v13.0.0 with experimental compiler extensions provided by SOLLVE's Polyhedral Loop Optimizers.The source code of each IR corresponds to a particular input size (when expressed at compile time, as in Polybench/C applications) and tuned source code configuration (selected from an expert-defined optimization space expressed solely at the source-code level).

The mapping between LLVM IR filenames and expressed optimizations are tracked per-benchmark in the CSVs in the collations dataset.
DOI: 10.5281/zenodo.15282775
title: ECP Proxy and Polybench/C Source-Optimized IRs

description: This dataset includes source code and LLVM IRs for the following Polybench/C and Exascale Computing Project Proxy Applications:Polybench/C: 3MM, Heat3d, Syr2k(*)ECP PA: AMG, RSBench, SW4Lite (GPU-accelerated)

Each LLVM IR is compiled using Clang v13.0.0 with experimental compiler extensions provided by SOLLVE's Polyhedral Loop Optimizers.The source code of each IR corresponds to a particular input size (when expressed at compile time, as in Polybench/C applications) and tuned source code configuration (selected from an expert-defined optimization space expressed solely at the source-code level).

The mapping between LLVM IR filenames and expressed optimizations are tracked per-benchmark in the CSVs in the collations dataset.
DOI: 10.5281/zenodo.15298414
title: Deidentified database of leadership roles at Ecohealth Alliance

description: Deidentified database of Ecohealth Alliance leadership roles through time. Leadership status for a person in a given year was deteremined by the position title and compesation reported for that year. The data were gathered using the Internet Archive's Way Back Machine and Propublica's data base of 990 tax forms for non-profit organizations in the United States.
DOI: 10.5281/zenodo.15298413
title: Deidentified database of leadership roles at Ecohealth Alliance

description: Deidentified database of Ecohealth Alliance leadership roles through time. Leadership status for a person in a given year was deteremined by the position title and compesation reported for that year. The data were gathered using the Internet Archive's Way Back Machine and Propublica's data base of 990 tax forms for non-profit organizations in the United States.
DOI: 10.5281/zenodo.15300010
title: Deidentified database of leadership roles at Ecohealth Alliance

description: Deidentified database of Ecohealth Alliance leadership roles through time. Leadership status for a person in a given year was deteremined by the position title and compesation reported for that year. The data were gathered using the Internet Archive's Way Back Machine and Propublica's data base of 990 tax forms for non-profit organizations in the United States.
DOI: 10.15468/dl.7rc48t
title: Occurrence Download

description: A dataset containing 2134 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((160.94643 46.44016,115.61562 53.2398,91.81697 34.54083,72.55138 39.64052,49.03601 51.82318,18.43769 52.67314,24.38737 28.02453,81.33417 1.10937,151.88015 1.10937,160.94643 46.44016))",
 "TaxonKey is Pistacia chinensis"
 ]
}

 The dataset includes 2134 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029946-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nb5m7z
title: Occurrence Download

description: A dataset containing 1372319 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cereus jamacaru, Chrysanthemum makinoi, Cucumis metuliferus, Flemingia macrophylla, Gossypioides kirkii, Hippophae neurocarpa, Hippophae rhamnoides, Leersia perrieri, Lindera aggregata, Mentha suaveolens, Oldenlandia corymbosa, Oryza glaberrima, Peganum multisectum, Quercus dentata, Quercus gilva, Quercus glauca, Quercus variabilis, Roscoea debilis, Sesbania cannabina, Vaccinium duclouxii, Victoria cruziana, Vigna umbellata, Oryza barthii, Ostryopsis davidiana, Sageretia thea, Acacia melanoxylon, Capsicum annuum, Datura stramonium, Eucalyptus erythrocorys, Eucalyptus tenuipes, Flueggea virosa, Gossypium bickii, Gossypium raimondii, Gossypium rotundifolium, Hippophae gyantsensis, Iodes seguinii, Musa textilis, Ophiorrhiza pumila, Oryza australiensis, Sherardia arvensis, Solanum atropurpureum, Solanum macrocarpon, Solanum pennellii, Solanum wrightii, Tinospora crispa, Tinospora sinensis, Vaccinium macrocarpon, Vigna mungo, Rubus idaeus, Ambrosia trifida)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1372319 records from 3880 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029928-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15280451
title: Data of the thermal properties of the semisolid state cells

description: Calibrate electrothermal model and thermal simulations
DOI: 10.5281/zenodo.15280452
title: Data of the thermal properties of the semisolid state cells

description: Calibrate electrothermal model and thermal simulations
DOI: 10.15468/dl.6352yh
title: Occurrence Download

description: A dataset containing 2932 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Trachops cirrhosus (Spix, 1823)"
 ]
}

 The dataset includes 2932 records from 165 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011937-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5066/p14mei9n
title: Trace element concentrations in streambed sediment and aquatic invertebrates in post-wildfire watersheds in the western United States

description: The U.S. Geological Survey is monitoring concentrations of metals and other trace elements in streambed sediment and aquatic invertebrates in post-wildfire watersheds in five western states including California, Oregon, Montana, Colorado and New Mexico. This data release makes available major and minor trace element concentrations in bed sediment and aquatic invertebrates collected from 2022-2024.
DOI: 10.15468/dl.vb5b55
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acacia melanoxylon",
 "Country is Sri Lanka",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024561-250811113504898/datasets/export for details.
DOI: 10.15468/dl.bbjcy3
title: Occurrence Download

description: A dataset containing 1668 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acacia melanoxylon",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1668 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024563-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wzxryt
title: Occurrence Download

description: A dataset containing 643 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Piper sintenense Hatus."
 ]
}

 The dataset includes 643 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009471-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ju3tbz
title: Occurrence Download

description: A dataset containing 5261 species occurrences available in GBIF matching the query:
{
 "and" : [
 "License is one of (CC-BY 4.0, CC0 1.0)",
 "OccurrenceStatus is Present",
 "TaxonKey is Plebejus argus (Linnaeus, 1758)",
 "Year 2023-2025"
 ]
}

 The dataset includes 5261 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009472-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.