cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.z37f6w
title: Occurrence Download

description: A dataset containing 146 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alternanthera ficoidea",
 "Country is India",
 "HasCoordinate is true"
 ]
}

 The dataset includes 146 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048973-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b7degp
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alternanthera ficoidea",
 "Country is Bangladesh",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048971-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f6xyf4
title: Occurrence Download

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

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048974-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mgy3nw
title: Occurrence Download

description: A dataset containing 2999029 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aythya collaris)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 2999029 records from 193 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048946-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16418954
title: Machine Status Monitoring results for Battery Testing

description: This dataset includes the results from data analytics functionalities related to battery testing procedures. These results can subsequently be processed to a voice assistant in order to support the operator in such time-consuming and costly procedures. More specifically, these results have been generated by two main data analytics functionalities: (i) the "alarm and emergency notification" functionality that is designed to alert users about critical incidents, including alarms triggered during tests and emergencies related to devices, such as fires, gas leaks, sensor faults and more; and, (ii) the "machine status request" functionality that allows the users to query about the condition of a specific machine or receive an overview of the laboratory's operational status. Below, we present indicative analyses that generate the Machine Status Monitoring results.








Analysis



Explanation





Group By



It groups and counts the recorded entries from the Chamber dataset based on their status (defconlevel) per day.





Duration Of Alarm



The duration of the flagged alarms are calculated. For each chamber, the start and end timestamps are recorded for each status, and the durations are calculated in two formats: i) as a timestamp (HH:MM:SS) and ii) in seconds.





Defconlevel Duration



The duration of all the chamber statuses are calculated. For each chamber, the start and end timestamps are recorded for each status, and the durations are calculated in two formats: i) as a timestamp (HH:MM:SS) and ii) in seconds.





Defconlevel Percentages



The percentages of all the chamber statuses are calculated inside a certain time frame, in our case a day. For each chamber, the start and end timestamps are recorded for each status, and the percentages are calculated in two formats: i) as a timestamp (HH:MM:SS) and ii) in seconds.
DOI: 10.5281/zenodo.16418955
title: Machine Status Monitoring results for Battery Testing

description: This dataset includes the results from data analytics functionalities related to battery testing procedures. These results can subsequently be processed to a voice assistant in order to support the operator in such time-consuming and costly procedures. More specifically, these results have been generated by two main data analytics functionalities: (i) the "alarm and emergency notification" functionality that is designed to alert users about critical incidents, including alarms triggered during tests and emergencies related to devices, such as fires, gas leaks, sensor faults and more; and, (ii) the "machine status request" functionality that allows the users to query about the condition of a specific machine or receive an overview of the laboratory's operational status. Below, we present indicative analyses that generate the Machine Status Monitoring results.








Analysis



Explanation





Group By



It groups and counts the recorded entries from the Chamber dataset based on their status (defconlevel) per day.





Duration Of Alarm



The duration of the flagged alarms are calculated. For each chamber, the start and end timestamps are recorded for each status, and the durations are calculated in two formats: i) as a timestamp (HH:MM:SS) and ii) in seconds.





Defconlevel Duration



The duration of all the chamber statuses are calculated. For each chamber, the start and end timestamps are recorded for each status, and the durations are calculated in two formats: i) as a timestamp (HH:MM:SS) and ii) in seconds.





Defconlevel Percentages



The percentages of all the chamber statuses are calculated inside a certain time frame, in our case a day. For each chamber, the start and end timestamps are recorded for each status, and the percentages are calculated in two formats: i) as a timestamp (HH:MM:SS) and ii) in seconds.
DOI: 10.15468/dl.mzw6r9
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Phenacogaster retropinnus)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 57 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048976-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fgw3wx
title: Occurrence Download

description: A dataset containing 373 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cicer arietinum",
 "Country is Greece",
 "HasCoordinate is true"
 ]
}

 The dataset includes 373 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048977-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b5wask
title: Occurrence Download

description: A dataset containing 5232 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cicer arietinum",
 "Country is India",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5232 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048978-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.shqquk
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tamarix indica",
 "Country is Bangladesh",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048980-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.243t9f
title: Occurrence Download

description: A dataset containing 43835 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Trifolium aureum"
 ]
}

 The dataset includes 43835 records from 752 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048975-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.khbhhc
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Piciformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-120 -90,-90 -90,-90 -60,-120 -60,-120 -90))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001761-251009101135966/datasets/export for details.
DOI: 10.15468/dl.ygqbwr
title: Occurrence Download

description: A dataset containing 973 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Observation, Specimen)",
 "Country is Tanzania, United Republic of",
 "TaxonKey is Kobus ellipsiprymnus"
 ]
}

 The dataset includes 973 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001762-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g6at83
title: Occurrence Download

description: A dataset containing 7807 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Corylus L."
 ]
}

 The dataset includes 7807 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006990-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fhwz4g
title: Occurrence Download

description: A dataset containing 16583 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "OccurrenceStatus is Present",
 "TaxonKey is Halyomorpha halys"
 ]
}

 The dataset includes 16583 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010721-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wcnt7u
title: Occurrence Download

description: A dataset containing 344 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Slovenia",
 "OccurrenceStatus is Present",
 "TaxonKey is Tubificida"
 ]
}

 The dataset includes 344 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010723-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m46ncq
title: Occurrence Download

description: A dataset containing 19961 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Puma concolor",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 19961 records from 340 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010722-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13576859
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.17501223
title: Dataset for: "Anatomic and Functional Outcomes after Vaginal Hysterectomy with V-NOTES Lateral Suspension versus Sacrospinous Ligament Fixation"

description: Anonymized dataset from the study “Anatomic and Functional Outcomes after Vaginal Hysterectomy with V-NOTES Lateral Suspension versus Sacrospinous Ligament Fixation: A Randomized Controlled Trial.”
DOI: 10.5281/zenodo.17501222
title: Dataset for: "Anatomic and Functional Outcomes after Vaginal Hysterectomy with V-NOTES Lateral Suspension versus Sacrospinous Ligament Fixation"

description: Anonymized dataset from the study “Anatomic and Functional Outcomes after Vaginal Hysterectomy with V-NOTES Lateral Suspension versus Sacrospinous Ligament Fixation: A Randomized Controlled Trial.”
DOI: 10.15468/dl.bhqgww
title: Occurrence Download

description: A dataset containing 3488 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Rattus rattus rattus"
 ]
}

 The dataset includes 3488 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010725-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3nbypm
title: Occurrence Download

description: A dataset containing 8369 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((14.20025 -23.2815,17.12098 -23.2815,17.12098 -20.39132,14.20025 -20.39132,14.20025 -23.2815))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Squamata"
 ]
}

 The dataset includes 8369 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010726-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17069737
title: Hérault Fire Risk Dataset

description: Fire Weather and Risk Dataset for Hérault, France (2020–2024)

This dataset provides daily meteorological and fire risk data for the department of Hérault in southern France, covering the years 2020 to 2024. It integrates:



Meteorological variables (from SAFRAN-SMI)

Fire danger index (IFM) and derived fire risk indicators

Soil moisture and water balance variables (e.g., SWI, ETP, etc.)

Commune-level metadata (INSEE code, name, coordinates)

Historical fire occurrences from the BDIFF database


The data is intended to support modeling and evaluation of daily fire danger risk and can serve as a benchmark for machine learning models.
DOI: 10.5281/zenodo.17501248
title: Hérault Fire Risk Dataset

description: Fire Weather and Risk Dataset for Hérault, France (2020–2024)

This dataset provides daily meteorological and fire risk data for the department of Hérault in southern France, covering the years 2020 to 2024. It integrates:



Meteorological variables (from SAFRAN-SMI)

Fire danger index (IFM) and derived fire risk indicators

Soil moisture and water balance variables (e.g., SWI, ETP, etc.)

Commune-level metadata (INSEE code, name, coordinates)

Historical fire occurrences from the BDIFF database


The data is intended to support modeling and evaluation of daily fire danger risk and can serve as a benchmark for machine learning models.
DOI: 10.34740/kaggle/dsv/13576952
title: Global Genomic Neurofibromatosis Neoplasia
DOI: 10.15468/dl.8gkghx
title: Occurrence Download

description: A dataset containing 4300 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((129.45897 19.63141,156.74649 47.87222,94.18773 45.48903,87.63396 24.63611,111.22756 13.55427,129.45897 19.63141))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Rubia argyi"
 ]
}

 The dataset includes 4300 records from 110 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010728-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13576959
title: UNET Lung Segmentation Weights for Chest X Rays
DOI: 10.15468/dl.cyqdvt
title: Occurrence Download

description: A dataset containing 3165 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is NSW Flying-Fox Habitat Restoration Program"
 ]
}

 The dataset includes 3165 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010729-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y4jc58
title: Occurrence Download

description: A dataset containing 17172 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is General Biodiversity Records from Ireland"
 ]
}

 The dataset includes 17172 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010730-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pst634
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-73.06419 -70.08619,-44.92714 -70.08619,-44.92714 -58.83619,-73.06419 -58.83619,-73.06419 -70.08619))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Chlamydomonas nivalis"
 ]
}

 The dataset includes 23 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010731-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/brjk-cg15
title: " Moroccan Monuments Dataset"

description: "The Moroccan Monuments Dataset (MMD) is a large-scale, high-quality benchmark designed for semantic segmentation and visual analysis of Moroccan architectural heritage. It comprises 2,686 RGB images collected from historical cities including Fez, Rabat, Marrakech, Meknes, and Tetouan, representing diverse monument types such as mosques, madrasas, royal gates, and mausoleums. Each image is manually annotated at the pixel level into five semantic classes: roof, door, window, wall, and background. The dataset provides a culturally contextualized foundation for training and evaluating computer vision models in digital preservation, restoration planning, and AR\/VR heritage applications. MMD bridges the gap between general-purpose datasets and domain-specific heritage imagery, enabling research in semantic segmentation, cultural informatics, and architectural scene understanding."
DOI: 10.15468/dl.ywveg4
title: Occurrence Download

description: A dataset listing the 4 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is one of (Oceania, North America, South America, Africa)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Vitex madiensis",
 "Year 2015-2025"
 ]
}

 The dataset's 4 records were derived from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010727-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e64qk5
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Veronica macrostachya"
 ]
}

 The dataset includes 61 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010732-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17501292
title: IBEX-FinTime: Harmonized Financial and Macroeconomic Time Series (2015–2025)
DOI: 10.15468/dl.xtrwjm
title: Occurrence Download

description: A dataset containing 624 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((93.80392 -11.07107,129.19608 -11.07107,129.19608 3.07107,93.80392 3.07107,93.80392 -11.07107))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Heliocypha fenestrata"
 ]
}

 The dataset includes 624 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010733-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13485000
title: POD6, POD0, O3 concentrations, and Jarvis functions in order to assess the global flux-based ozone risk for wheat up to 2100 under different climate scenarios

description: ⚠️ Warning: This version is deprecated. Please refer to latest version of this repository, and do not cite the preprint https://egusphere.copernicus.org/preprints/2024/egusphere-2024-2573/ —
DOI: 10.6084/m9.figshare.30507614
title: Raw Data (<i>Panax notoginseng</i>-Derived Exosome-Like Nanovesicles)

description: In this study, we screened a panel of six PELNVs and found <i>Panax notoginseng</i>-derived PELNVs (PNVs) displayed superior cell proliferation-promoting activity. To further amplify the bioactivity of PNVs, we actively loaded epidermal growth factor (EGF) onto PNVs (EGF@PNVs). By employing LC-MS and miRNA sequencing, we identified abundant small-molecule compounds (e.g., ginsenoside Rb1, Rg1) and miRNAs (e.g., miRNA 159) in PNVs.<i> In vitro</i> experiments demonstrated that PNVs and EGF@PNVs significantly enhanced the proliferation and migration of human keratinocytes (HACATs) as well as the repair of skin mechanical trauma. Moreover, they not only directly accelerated the proliferation and migration of L929 mouse fibroblast cells (L929 cells) but also orchestrated the secretion of TNF-α by mouse mononuclear macrophages (RAW264.7 cells). This cytokine subsequently induced the epithelial-to-mesenchymal transition (EMT) in L929 cells, further augmenting their proliferative and migratory potential. In a mouse skin injury model both formulations accelerated wound closure and exerted immunomodulatory effects, with EGF@PNVs consistently outperforming PNVs. Collectively, our findings introduce EGF@PNVs as a natural, cost-effective, topical alternative to conventional biologics for wound management.
DOI: 10.6084/m9.figshare.30507614.v1
title: Raw Data (<i>Panax notoginseng</i>-Derived Exosome-Like Nanovesicles)

description: In this study, we screened a panel of six PELNVs and found <i>Panax notoginseng</i>-derived PELNVs (PNVs) displayed superior cell proliferation-promoting activity. To further amplify the bioactivity of PNVs, we actively loaded epidermal growth factor (EGF) onto PNVs (EGF@PNVs). By employing LC-MS and miRNA sequencing, we identified abundant small-molecule compounds (e.g., ginsenoside Rb1, Rg1) and miRNAs (e.g., miRNA 159) in PNVs.<i> In vitro</i> experiments demonstrated that PNVs and EGF@PNVs significantly enhanced the proliferation and migration of human keratinocytes (HACATs) as well as the repair of skin mechanical trauma. Moreover, they not only directly accelerated the proliferation and migration of L929 mouse fibroblast cells (L929 cells) but also orchestrated the secretion of TNF-α by mouse mononuclear macrophages (RAW264.7 cells). This cytokine subsequently induced the epithelial-to-mesenchymal transition (EMT) in L929 cells, further augmenting their proliferative and migratory potential. In a mouse skin injury model both formulations accelerated wound closure and exerted immunomodulatory effects, with EGF@PNVs consistently outperforming PNVs. Collectively, our findings introduce EGF@PNVs as a natural, cost-effective, topical alternative to conventional biologics for wound management.