cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.n83w84
title: Occurrence Download

description: A dataset containing 1890 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Margariscus margarita",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is MANAGED"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is not null"
 ]
 }
 }
 ]
 },
 {
 "or" : [
 "OccurrenceStatus is Present",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is not null"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 1890 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029894-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j2dhee
title: Occurrence Download

description: A dataset containing 14865 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pueraria montana lobata"
 ]
}

 The dataset includes 14865 records from 416 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029893-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ht2q3q
title: Occurrence Download

description: A dataset containing 472 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Romerolagus diazi"
 ]
}

 The dataset includes 472 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009465-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hbub58
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lasthenia coronaria",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009466-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18163808
title: COMFI

description: COMFI (human-robot Collaboration Oriented Markerless For Industry) is a multimodal dataset designed to advance markerless motion capture, ergonomics, and Human–Robot Collaboration (HRC) in  factory settings. COMFI contains 4.5 hours of synchronized and spatially co-registered streams acquired from 18 participants performing 24 tasks that span everyday movements (e.g., walking, sit-to-stand) and ergonomically demanding industrial actions (lifting, overhead work, bolting, sanding, welding), with the addition of two HRC scenarios in which a Franka Emika Panda is guided by the human while holding a tool. For a total of 86.5Go of data, it includes: calibrated multi-view RGB videos (40Hz), optical motion capture markers and joint centers positions, as well as joint angles (100 and 40Hz), 6D ground-reaction forces (1000 and 40Hz), and robot telemetry (200 and 40Hz). Camera intrinsics/extrinsics, global triggers, and software-barrier synchronization for webcams are distributed, along with participant-scaled human Universal Robot Description Files that adhere to International Society of Biomechancis conventions, enabling kinematics, dynamics, and torque estimation. Videos are anonymized while preserving facial cues useful to markerless pipelines. Accompanying code supports loading, calibration, and visualization. COMFI enables rigorous benchmarking of markerless pose estimation under occlusion and clutter against reference systems, allowing to extend current state-of-the-art algorithms to complex industrial scenarios. COMFI is expected to catalyze reproducible, cross-disciplinary research toward safer, more ergonomic HRC.

For a better usage, users are recommended to save all the videos zip files into one folder called videos.
DOI: 10.5281/zenodo.17198148
title: COMFI

description: COMFI (human-robot Collaboration Oriented Markerless For Industry) is a multimodal dataset designed to advance markerless motion capture, ergonomics, and Human–Robot Collaboration (HRC) in  factory settings. COMFI contains 4.5 hours of synchronized and spatially co-registered streams acquired from 18 participants performing 24 tasks that span everyday movements (e.g., walking, sit-to-stand) and ergonomically demanding industrial actions (lifting, overhead work, bolting, sanding, welding), with the addition of two HRC scenarios in which a Franka Emika Panda is guided by the human while holding a tool. For a total of 86.5Go of data, it includes: calibrated multi-view RGB videos (40Hz), optical motion capture markers and joint centers positions, as well as joint angles (100 and 40Hz), 6D ground-reaction forces (1000 and 40Hz), and robot telemetry (200 and 40Hz). Camera intrinsics/extrinsics, global triggers, and software-barrier synchronization for webcams are distributed, along with participant-scaled human Universal Robot Description Files that adhere to International Society of Biomechancis conventions, enabling kinematics, dynamics, and torque estimation. Videos are anonymized while preserving facial cues useful to markerless pipelines. Accompanying code supports loading, calibration, and visualization. COMFI enables rigorous benchmarking of markerless pose estimation under occlusion and clutter against reference systems, allowing to extend current state-of-the-art algorithms to complex industrial scenarios. COMFI is expected to catalyze reproducible, cross-disciplinary research toward safer, more ergonomic HRC.

For a better usage, users are recommended to save all the videos zip files into one folder called videos.
DOI: 10.15468/dl.64r4h3
title: Occurrence Download

description: A dataset containing 5675 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Anthemis maritima Pall. ex M.Bieb., Anthemis maritima L., Anthemis maritima Sm., Anthemis maritima d'Urv., Anthemis maritima Pall., Anthemis maritima subsp. secundiramea (Biv.) Bonnier & Layens, Anthemis maritima var. maritima, Anthemis maritima subsp. maritima, Anthemis maritima subsp. bolosii C.B.González & J.M.Briones, 1990, Anthemis maritima var. incana Guss., Anthemis maritima subsp. pseudopunctata Oberpr., Anthemis maritima subsp. bolosii Benedí & Molero)"
 ]
}

 The dataset includes 5675 records from 213 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000480-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ets5dm
title: Occurrence Download

description: A dataset containing 107 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Anthericopsis sepalosa (C.B.Clarke) Engl.)"
 ]
}

 The dataset includes 107 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000481-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b6uzvj
title: Occurrence Download

description: A dataset containing 5653 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pindis squamistriga"
 ]
}

 The dataset includes 5653 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000483-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2uu8uc
title: Occurrence Download

description: A dataset containing 213299 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Callinectes sapidus Rathbun, 1896"
 ]
}

 The dataset includes 213299 records from 156 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000475-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4472x4
title: Occurrence Download

description: A dataset containing 1177 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Antherotoma naudinii Hook.fil.)"
 ]
}

 The dataset includes 1177 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000485-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pzyqh4
title: Occurrence Download

description: A dataset containing 88736460 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is iNaturalist Research-grade Observations"
 ]
}

 The dataset includes 88736460 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000345-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12550904
title: Supra-Glacial Debris Cover assessment for the Greater Caucasus

description: In this study, using the Sentinel 1–2 imagery (2020), DebCovG-carto toolbox, and existing glacier inventory (2020), we produced the first detailed assessment of supra-glacial debris cover for individual glaciers in the entire Greater Caucasus.
DOI: 10.5281/zenodo.12550905
title: Supra-Glacial Debris Cover assessment for the Greater Caucasus

description: In this study, using the Sentinel 1–2 imagery (2020), DebCovG-carto toolbox, and existing glacier inventory (2020), we produced the first detailed assessment of supra-glacial debris cover for individual glaciers in the entire Greater Caucasus.
DOI: 10.15468/dl.6engp8
title: Occurrence Download

description: A dataset containing 664 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Anthocleista grandiflora Gilg)"
 ]
}

 The dataset includes 664 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000486-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xdgd5u
title: Occurrence Download

description: A dataset listing the 32852 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Egypt",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 32852 records were derived from 1212 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000479-240626123714530/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.11416695.v2
title: students dataset for study 'segmentation of experts' knowledge'

description: Data set used in the example 'student data set' (read the .txt file)
DOI: 10.17632/j8zsp7w7xs
title: Women and Property 1784-1790 dataset: North Riding Register of Deeds

description: Research hypothesis was to use the Registers of Deeds for the North Riding of Yorkshire (held at North Yorkshire County Record Office, Northallerton, England) to advance knowledge about women's involvement with property transfer and the wider property market in the 18th & 19th centuries. Registers began in 1736 and ceased in 1970; there are 89 Index Ledgers and 2,328 Deeds Registers. The system for recording data changed in 1885 so one Index Ledger was selected from pre/ post this date and 100 years apart to incorporate impact of Marriage Acts. Stage 1 - Two Index Ledgers were transcribed in full: 1) Index of Lands Vol 9 (1784-90) covers a seven-year period and contains 6,868 unique transactions (31,966 lines); and 2) Index of Lands 1885-1889 covers a five-year period and contains 14,481 unique transactions (52,741 lines). Each line represents a person's name. Core data from Index showed Township, unique reference and names of parties, but the 18th century Index Ledger did not show date of transaction or all parties. To analyse by gender this information was required so was added by using the Deeds Registers. Information from the individual Deeds Registers was then used to add to the core datasets: Stage 2 - The gender of all parties ('male', 'female' and 'not applicable' (for businesses) was added. Stage 3 - The usual residence, occupation (if any), marital status and any details of family relationships or inheritance rights of every women was added. Stage 4 - The 18th century dataset was then reduced to a five-year period covering 1785-1789 ONLY to provide a direct comparison with the 19th century dataset. Comparative analysis by: gender, marital status and number of transactions. (See different dataset). Each transaction has a unique reference number but can contain multiple parties and cover more than one township. To identify the true number of transactions, the data had to be controlled for these factors. A control for uniqueness was also required for those individuals and organisations involved in multiple transactions and to avoid assuming that everyone with the same name was actually the same person. Where women were involved, additional data e.g. marital status, residence or family relationships was used to differentiate between like women. 1784-1790 findings include: distinctive patterns of female property involvement by gender and marital status. Married women represent more than 52.19% of unique female transactions despite having little, if any, legal status (coverture). Although 3,033 women transacted during this period, only less than 5% did so without husband's involvement; this increased to 45.47% by 1885-1889 period, reinforcing that Married Women's Property Acts were beginning to make an impact, treating married women as if 'feme sole'. More parity of involvement across marital status groups in 1885-1889 data, with spinsters' involvement increasing the most (from 17.58% to 31.37%).
DOI: 10.15468/dl.73pmcs
title: Occurrence Download

description: A dataset containing 2145 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Observation, Human Observation, Machine Observation, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Apoda limacodes (Hufnagel, 1766)"
 ]
}

 The dataset includes 2145 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009267-250426092105405/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.15060159.v1
title: Supplementary Material for: Nephrologist Interventions to Avoid Kidney Replacement Therapy in Acute Kidney Injury

description: <b><i>Background:</i></b> Based on the pathophysiology of acute kidney injury (AKI), it is plausible that certain early interventions by the nephrologist could influence its trajectory. In this study, we investigated the impact of 5 early nephrology interventions on starting kidney replacement therapy (KRT), AKI progression, and death. <b><i>Methods:</i></b> In a prospective cohort at the Hospital Civil of Guadalajara, we followed up for 10 days AKI patients in whom a nephrology consultation was requested. We analyzed 5 early interventions of the nephrology team (fluid adjustment, nephrotoxic withdrawal, antibiotic dose adjustment, nutritional adjustment, and removal of hyperchloremic solutions) after the propensity score and multivariate analysis for the risk of starting KRT (primary objective), AKI progression to stage 3, and death (secondary objectives). <b><i>Results:</i></b> From 2017 to 2020, we analyzed 288 AKI patients. The mean age was 55.3 years, 60.7% were male, AKI KDIGO stage 3 was present in 50.5% of them, sepsis was the main etiology 50.3%, and 72 (25%) patients started KRT. The overall survival was 84.4%. Fluid adjustment was the only intervention associated with a decreased risk for starting KRT (odds ratio [OR]: 0.58, 95% confidence interval [CI]: 0.48–0.70, and <i>p</i> ≤ 0.001) and AKI progression to stage 3 (OR: 0.59, 95% CI: 0.49–0.71, and <i>p</i> ≤ 0.001). Receiving vasopressors and KRT were associated with mortality. None of the interventions studied was associated with reducing the risk of death. <b><i>Conclusions:</i></b> In this prospective cohort study of AKI patients, we found for the first time that early nephrologist intervention and fluid prescription adjustment were associated with lower risk of starting KRT and progression to AKI stage 3.
DOI: 10.6084/m9.figshare.1098770.v1
title: ClinicalTrials.gov and WHO ICTRP - Registered statin studies

description: Registered statin studies. This database complies with the terms and conditions of ClinicalTrials.gov (available at:http://clinicaltrials.gov/ct2/about-site/terms-conditions) and the WHO ICTRP (available at: http://www.who.int/ictrp/search/download/en/) for using downloaded data.
DOI: 10.6084/m9.figshare.27993446.v1
title: Video Data sets

description: The video dataset for video shot boundary detection consists of 5 news video sequences6 videos from TRECVID200110 broadcast re-using videos from RAI Dataset
DOI: 10.17632/hbmc8yhf7y
title: Proteomic characterization of collagen-based animal glues for restoration.

description: Animal glues are widely used in restoration, serving as adhesives, binders, and consolidants for organic and inorganic materials. Their variable performances are intrinsically linked to the adhesive properties of collagen, which determines the glue's chemical, physical, and mechanical properties. We have molecularly characterized the protein components of a range of homemade and commercial glues using mass spectrometry techniques. A shotgun proteomic analysis provided animal origin, even when blended, and made it allowed to distinguish between hide and bone glue on the basis of the presence of collagen type III, which is present abundant in connective skin/leather tissues and poorly synthesized absent in bones. Furthermore, chemical modifications, which arose as a consequence of the preparation protocols from the original animal tissue, where thoroughly evaluated. Deamidation, methionine oxidation and backbone cleavage have been systematically analyzed as significant collagen signatures modifications, demonstrating their variability of collagen modifications among different glues and showing that, on average, bone glues are on average less deamidated than hide glues, but more fragmented, and mixed-collagen glues are overall less deamidated than pure glues. We believe that these data may be of general analytical interest in the characterization of collagen-based materials and may properly guide help restorers in the selection of the most appropriate materials to be used in conservation treatments.
DOI: 10.6084/m9.figshare.17011541.v1
title: Supplementary Material for: Non-Invasive Follicular Thyroid Neoplasm with Papillary-Like Nuclear Features Is Not a Cytological Diagnosis, but It Influences Cytological Diagnosis Outcomes: A Systematic Review and Meta-Analysis

description: <b><i>Background:</i></b> A low-risk thyroid tumour, non-invasive follicular thyroid neoplasm with papillary-like nuclear features (NIFTP) was introduced in 2016. NIFTP criteria require a thorough histological examination to rule out capsular and lymphovascular invasion, which denies the possibility of preoperative cytological diagnosis. Nevertheless, since the adoption of the new entity, the cytology of NIFTP has been a subject of interest. <b><i>Objectives:</i></b> The present systematic review and meta-analysis investigate the cytological diagnosis of NIFTP. <b><i>Method:</i></b> An online PubMed literature search was conducted between March 1, 2020, and June 30, 2020, for all original articles considering the cytology of histologically proven NIFTP. The studies including data on fine needle aspiration specimens classified by The Bethesda System for Reporting Thyroid Cytology (TBSRTC) categories, risk of malignancy (ROMs) in the TBSRTC categories, and cytomorphological features of NIFTP were included in the meta-analysis. Non-English studies and case reports were excluded. The data were tabulated and statistical analysis was performed with Open Meta-Analyst program. <b><i>Results:</i></b> Fifty-eight studies with a total of 2,553 NIFTP cases were included in the study. The pooled prevalence of NIFTP cases was calculated among 25,892 surgically resected cases from 20 studies and the results show that NIFTP consisted 4.4% (95% confidence interval [CI]: 3.5–5.4%) of all cases. Most of the NIFTP cases (79.0%) belonged to the intermediate categories of TBSRTC. The pooled distribution of NIFTP cases in each TBSRTC category was 1.3% (95% CI: 0.8–1.7%) in non-diagnostic (ND), 8.9% (95% CI: 6.9–10.8%) in benign, 29.2% (95% CI: 25.0–33.4%) in atypia of undetermined significance or follicular lesion of undetermined significance (AUS/FLUS), 24.2% (95% CI: 19.6–28.9%) in follicular neoplasm (FN), 19.5% (95% CI: 16.1–22.9%) in suspicious for malignancy (SM), and 6.9% (95% CI: 5.2–8.7%) in malignant. Compared to pre-NIFTP era, the pooled risk differences of ROM were reduced by 2.4% in ND, 2.7% in benign, 8.2% in AUS/FLUS, 8.2% in FN, 7.3% in SM, and 1.1% in the malignant category. The cytomorphological features of NIFTP were similar to follicular variant of papillary thyroid carcinoma (FVPTC) but lesser to papillary thyroid carcinoma (PTC). <b><i>Conclusions:</i></b> Based on our results, NIFTP remains a histological diagnosis. Although cytomorphological features cannot be used in differentiating NIFTP from FVPTC, they may guide in separating NIFTP from PTC. Features such as papillae, microfollicles, giant cells, psammoma bodies, and the amount of papillary-like nuclear features should be taken into account when suspicious of NIFTP. NIFTP should not have papillae or psammoma bodies, and giant cells were rarely observed.
DOI: 10.17632/ttwfj265tv
title: Surface treatment of steel with nanosilica from canary seed husk for corrosion protection

description: Some of the raw data corresponding to the results obtained in the article "Surface treatment of steel with nanosilica from canary seed husk for corrosion protection" are presented. The other results are confidential information and are being analyzed for a possible patent.
DOI: 10.17632/xkxyrk5my8
title: Replication Data for "Explaining destinations and volumes of international arms transfers: A novel network Heckman selection model", European Journal of Political Economy, Volume 69, September 2021, 102033

description: Data set and replication files for "Explaining destinations and volumes of international arms transfers: A novel network Heckman selection model", European Journal of Political Economy, Volume 69, September 2021, 102033. https://doi.org/10.1016/j.ejpoleco.2021.102033
DOI: 10.6084/m9.figshare.21320934.v1
title: Dataset Carvas et al 2023 - Journal of Geophysical Research - Solid Earth

description: Supporting whole-rock and mineral chemistry data, mass balance results, thermobarometry estimates and mantle melting models from Carvas, K.Z.; Marques, L. S.; Vasconcelos, P. M.; Ubide, T. (2023). Tracking the transition from a Gondwana LIP to the South Atlantic Ocean with geochronological and geochemical indicators. Journal of Geophysical Research - Solid Earth.
DOI: 10.6084/m9.figshare.28504373.v2
title: Supllementry file.pdf

description: Supplementry file