cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.4ghch8
title: Occurrence Download

description: A dataset containing 17026 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Sitta carolinensis Latham, 1790"
 ]
}

 The dataset includes 17026 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012999-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p2k59d
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tillandsia adamsii Read"
 ]
}

 The dataset includes 6 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013000-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sghkyv
title: Occurrence Download

description: A dataset containing 195 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-102.42127 -24.38478,-10.57873 -24.38478,-10.57873 12.38478,-102.42127 12.38478,-102.42127 -24.38478))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Astrocaryum vulgare Mart."
 ]
}

 The dataset includes 195 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013001-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6tq8qg
title: Occurrence Download

description: A dataset containing 977 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Pseudolmedia macrophylla Trécul, Pseudolmedia murure Standl., Urostigma cystopodum Miq., Ficus cystopoda (Miq.) Miq.)"
 ]
}

 The dataset includes 977 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013002-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n77bgc
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sitta carolinensis kinneari"
 ]
}

 The dataset includes 63 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013004-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s8mwhb
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is Belize",
 "DatasetKey is one of (Tropicos MO Specimen Data, Natural History Museum (London) Collection Specimens, Digitalización y Sistematización de las Colecciones Biológicas Nacionales del Instituto de Biología, UNAM (Plantas vasculares), Naturalis Biodiversity Center (NL) - Botany, Royal Botanic Gardens, Kew - Herbarium Specimens, Tropicos Specimens Non-MO, CSIC-Real Jardín Botánico-Colección de Plantas Vasculares (MA), Harvard University Herbaria: All Records, Field Museum of Natural History (Botany) Seed Plant Collection, Edinburgh (E) Herbarium Specimens)",
 "OccurrenceStatus is Present",
 "TaxonKey is Tabernaemontana amygdalifolia Jacq."
 ]
}

 The dataset includes 43 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013005-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2r665x
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tillandsia calcicola L.B.Sm. & Proctor"
 ]
}

 The dataset includes 14 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013009-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14053221
title: YDS Upload 9

description: Generated by yammbs-dataset-submission: https://github.com/openforcefield/yammbs-dataset-submission/pull/9
DOI: 10.5281/zenodo.14053222
title: YDS Upload 9

description: Generated by yammbs-dataset-submission: https://github.com/openforcefield/yammbs-dataset-submission/pull/9
DOI: 10.15468/dl.739k3k
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is Belize",
 "DatasetKey is one of (Tropicos MO Specimen Data, Tropicos Specimens Non-MO, Field Museum of Natural History (Botany) Seed Plant Collection, The New York Botanical Garden Herbarium (NY), Digitalización y Sistematización de las Colecciones Biológicas Nacionales del Instituto de Biología, UNAM (Plantas vasculares), Naturalis Biodiversity Center (NL) - Botany, NMNH Extant Specimen Records (USNM, US), Natural History Museum (London) Collection Specimens, Computarización del Herbario ENCB, IPN. Fase IV. Base de datos de la familia Pinaceae y de distintas familias de la clase Magnoliopsida depositadas en el Herbario de la Escuela Nacional de Ciencias Biológicas, IPN, Geneva Herbarium – General Collection (G))",
 "OccurrenceStatus is Present",
 "TaxonKey is Tabernaemontana arborea Rose"
 ]
}

 The dataset includes 54 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013012-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5fyyw9
title: Occurrence Download

description: A dataset listing the 205 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-73.70679 7.09136,-73.54245 7.09136,-73.54245 7.13227,-73.70679 7.13227,-73.70679 7.09136))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset's 205 records were derived from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012985-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wd979c
title: Occurrence Download

description: A dataset containing 182377 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Dicranum scoparium Hedw."
 ]
}

 The dataset includes 182377 records from 638 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012977-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yk9cu8
title: Occurrence Download

description: A dataset containing 21869319 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rosaceae",
 "HasCoordinate is true"
 ]
}

 The dataset includes 21869319 records from 7366 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012980-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eypund
title: Occurrence Download

description: A dataset containing 4169 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ipomoea batatas (L.) Lam.",
 "Year 2020-2025"
 ]
}

 The dataset includes 4169 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068798-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9hj7qf
title: Occurrence Download

description: A dataset containing 101214 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-73.969 40.663,-73.961 40.663,-73.961 40.673,-73.969 40.673,-73.969 40.663))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 101214 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068784-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15738912
title: Automatically Extracted and Cleaned Named Entity Dictionaries from a French Web Media Corpus on the 1983 March: A Contribution to the PICCH Project

description: This resource presents the automatically extracted and cleaned named entities from a corpus of web pages archived by INA (Institut National de l'Audiovisuel, France), focusing on media coverage of the 1983 March for Equality and Against Racism. The data processing was conducted as part of Davide Rendina’s Master’s thesis within the framework of the ANR PICCH research project, which explores digital cultural heritage and memory.
DOI: 10.5281/zenodo.15738913
title: Automatically Extracted and Cleaned Named Entity Dictionaries from a French Web Media Corpus on the 1983 March: A Contribution to the PICCH Project

description: This resource presents the automatically extracted and cleaned named entities from a corpus of web pages archived by INA (Institut National de l'Audiovisuel, France), focusing on media coverage of the 1983 March for Equality and Against Racism. The data processing was conducted as part of Davide Rendina’s Master’s thesis within the framework of the ANR PICCH research project, which explores digital cultural heritage and memory.
DOI: 10.5281/zenodo.15099063
title: Machine learning significantly improves the simulation of hourly-to-yearly scale cloud nuclei concentration and radiative forcing in polluted atmosphere

description: This study used an efficient machine learning method (Random Forest) to construct a new framework of CCN prediction by combining multi-source dataset and the CCN concentration simulated by the Weather Research and Forecasting coupled with Chemistry (WRF-Chem) model, which predicts well both regional and hourly-to-yearly scale CCN concentration at typical supersaturations in the North China Plain. The dataset is provided in csv format.
DOI: 10.5281/zenodo.15737652
title: Machine learning significantly improves the simulation of hourly-to-yearly scale cloud nuclei concentration and radiative forcing in polluted atmosphere

description: This study used an efficient machine learning method (Random Forest) to construct a new framework of CCN prediction by combining multi-source dataset and the CCN concentration simulated by the Weather Research and Forecasting coupled with Chemistry (WRF-Chem) model, which predicts well both regional and hourly-to-yearly scale CCN concentration at typical supersaturations in the North China Plain. The dataset is provided in csv format.
DOI: 10.15468/dl.wwhuxj
title: Occurrence Download

description: A dataset containing 17030 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rivulidae"
 ]
}

 The dataset includes 17030 records from 272 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068799-250525065834625/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.29402117
title: <b>Организация знакомств в цифровой среде: дейтинг как социально-экономический институт</b>

description: На современном этапе цифровизации и развития средств коммуникации возникают интернет-сервисы организации знакомств. Пандемия COVID-19, самоизоляция и дистанционное взаимодействие повлияли на социально-экономические институты. Общение и взаимодействие людей все больше переходит в виртуальную среду и рыночное интернет-пространство, что требует изучения экономики данной сферы отношений. Развитие цифровых сервисов как способа реализации коммуникационных услуг сформировало рынок дейтинговых сервисов, который в своем действии несет не только коммерческий и коммуникационный, но и социальный потенциал. Изменения в современной демографии влекут последствия для экономики и актуализируют внимание государственных институтов к интернет-технологиям организации знакомств. В свою очередь развитие подобных интернет-технологий формирует рынок совершенно новых товаров и услуг, например, фейковые семьи и партнёры, услуги консультантов и экспертов по психологии отношений, способы геймификации и манипулятивного дизайна. Исследования социально-экономической сферы знакомств как проявления архетипического поведения человека в цифровой среде актуализируются в условиях развития цифровизации. Дополнительную актуальность данные исследования приобретают в условиях неразрывной связи брачных и семейных институтов с процессами демографии и соответственно рынка труда.
DOI: 10.6084/m9.figshare.29402117.v1
title: <b>Организация знакомств в цифровой среде: дейтинг как социально-экономический институт</b>

description: На современном этапе цифровизации и развития средств коммуникации возникают интернет-сервисы организации знакомств. Пандемия COVID-19, самоизоляция и дистанционное взаимодействие повлияли на социально-экономические институты. Общение и взаимодействие людей все больше переходит в виртуальную среду и рыночное интернет-пространство, что требует изучения экономики данной сферы отношений. Развитие цифровых сервисов как способа реализации коммуникационных услуг сформировало рынок дейтинговых сервисов, который в своем действии несет не только коммерческий и коммуникационный, но и социальный потенциал. Изменения в современной демографии влекут последствия для экономики и актуализируют внимание государственных институтов к интернет-технологиям организации знакомств. В свою очередь развитие подобных интернет-технологий формирует рынок совершенно новых товаров и услуг, например, фейковые семьи и партнёры, услуги консультантов и экспертов по психологии отношений, способы геймификации и манипулятивного дизайна. Исследования социально-экономической сферы знакомств как проявления архетипического поведения человека в цифровой среде актуализируются в условиях развития цифровизации. Дополнительную актуальность данные исследования приобретают в условиях неразрывной связи брачных и семейных институтов с процессами демографии и соответственно рынка труда.
DOI: 10.15468/dl.zan273
title: Occurrence Download

description: A dataset listing the 89 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((32.59684 -3.81999,32.57808 -3.8556,32.61417 -3.93693,32.76816 -3.87485,32.69068 -3.78293,32.59684 -3.81999))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 89 records were derived from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068794-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15729442
title: Anthropogenic modification of observed discharge: Summary of HydCHeck factsheets for Swiss gauging stations

description: This Excel-file contains summary information extracted from the factsheets published by the Swiss Federal Office for the Environment about the anthropogenic influence on discharge observed at Swiss federal gauging stations. The selection of factsheets (downloaded on 24 June 2025) contains 162 gauging stations. The factsheets (version 05 march 2025) are available at (last access 24 June 2025):

https://www.bafu.admin.ch/bafu/de/home/themen/wasser/fluesse-und-baeche/wasserfuehrung-und-abflussregime-der-fliessgewaesser/beeinflussung-des-abflusses.html

Details on the underlying methology are available in this report:

Steeb, N., Lustenberger, F., & Zappa, M. (2024). Beurteilung der Beeinflussung des Abflusses an NAWA‐Messstellen. Detailbericht des BAFU‐Projekts HydCHeck. Eidgenössische Forschungsanstalt für Wald, Schnee und Landschaft (WSL). https://doi.org/10.55419/wsl:37799

The data has been extracted manually from the pdfs.

Version 1 (V1) contains a summary of the degree of influence of the streamflow regime and the storage volume of storage reservoirs in the catchments.

 

Note on "irrigation" numbers that can be found in the factsheets (not in this summary): The amount of water used for irrigation is based on the average demand for irrigation in Switzerland. This method yields an interesting but rough estimate: it uses the same number for all areas classified as agricultural land. The following limitations apply at the regional/catchment scale: not all crops are actually irrigated due to economic viability issues; not all areas are easily accessible for existing/potential irrigation infrastructure (thus, irrigation is not possible); irrigation bans can significantly impact the amount of water used for irrigation; and irrigation amounts are highly dependent on crop type, thus the portfolio of crops for a sub catchment may substantially influence the amount of water used for irrigation. Courtesy of this irrigation water note: Malve Heinz.
DOI: 10.5281/zenodo.15729441
title: Anthropogenic modification of observed discharge: Summary of HydCHeck factsheets for Swiss gauging stations

description: This Excel-file contains summary information extracted from the factsheets published by the Swiss Federal Office for the Environment about the anthropogenic influence on discharge observed at Swiss federal gauging stations. The selection of factsheets (downloaded on 24 June 2025) contains 162 gauging stations. The factsheets (version 05 march 2025) are available at (last access 24 June 2025):

https://www.bafu.admin.ch/bafu/de/home/themen/wasser/fluesse-und-baeche/wasserfuehrung-und-abflussregime-der-fliessgewaesser/beeinflussung-des-abflusses.html

Details on the underlying methology are available in this report:

Steeb, N., Lustenberger, F., & Zappa, M. (2024). Beurteilung der Beeinflussung des Abflusses an NAWA‐Messstellen. Detailbericht des BAFU‐Projekts HydCHeck. Eidgenössische Forschungsanstalt für Wald, Schnee und Landschaft (WSL). https://doi.org/10.55419/wsl:37799

The data has been extracted manually from the pdfs.

Version 1 (V1) contains a summary of the degree of influence of the streamflow regime and the storage volume of storage reservoirs in the catchments.

 

Note on "irrigation" numbers that can be found in the factsheets (not in this summary): The amount of water used for irrigation is based on the average demand for irrigation in Switzerland. This method yields an interesting but rough estimate: it uses the same number for all areas classified as agricultural land. The following limitations apply at the regional/catchment scale: not all crops are actually irrigated due to economic viability issues; not all areas are easily accessible for existing/potential irrigation infrastructure (thus, irrigation is not possible); irrigation bans can significantly impact the amount of water used for irrigation; and irrigation amounts are highly dependent on crop type, thus the portfolio of crops for a sub catchment may substantially influence the amount of water used for irrigation. Courtesy of this irrigation water note: Malve Heinz.
DOI: 10.14466/cefasdatahub.96
title: CLiP Belize Marine Litter Abundance and Composition 2019

description: This dataset contains 2 csv files. The file Belize Marine Litter Data.csv contains data on litter found on marine beaches, river banks and along city canals in Belize between May and June 2019. The number of items and the weight in kg is reported for each litter category. The list of litter categories was obtain merging OSPAR and Tangaroa Blue protocols with the addition of region-specific items. Item categories marked with ^ were added during the operations in South Pacific, while item categories marked with ^^ were added during the operations in Belize. An array of metadata (location names, survey date, GPS coordinates in decimal degrees) is also reported per each data point. The file Belize Marine Litter Metadata.csv reports other metadata collected during the surveys following the OSPAR protocol  to describe factors potentially influencing litter characteristics. A READ-ME text file contains a legend of the columns of the csv files. The United Nations Environment Programme (UNEP) defines marine litter as 'any persistent, manufactured or processed solid material discarded, disposed of or abandoned in the marine and coastal environment'. The data were collected on six sandy beaches, 3 river banks and 2 city storm canals in Belize between May and June 2019. Marine litter items were removed along linear transect with the maximum length of 100 m (actual length stated in the comments/metadata) between the high tide line and the back of the beach or between the high water mark of the rivers and the back o the banks. The 'land-side' limit was identified by change in topography and/or vegetation. The items are divided in 11 material categories (Plastic, Rubber, Textile, Paper, Wood, Metal, Glass, Ceramic, Sanitary, Medical, Other) and 168 1tem categories (specific items). The list of categories was obtained by merging protocols from OSPAR and Tangaroa Blue and was expanded with country-specific items found more frequently during initial clean-ups (the number of items for these latter categories had been annotated even before their official inclusion in the list).  The country-specific categories are marked by ^ or ^^ after their name according to whether they were added for the South Pacific or Belize fieldwork operations respectively. Metadata were collected between the high tide line and the back of the beach as per OSPAR protocol. All data were collected by or under the supervision of Cefas personnel, but some trainees helped during some of the activities. GPS positions at the start and end of the transects are reported for each activity. Clean-ups undertaken on the same beach targeted the same transect with a higher accuracy than GPS instrumentation, so the GPS coordinates are the same. All items were removed from the beach and properly disposed of and recycled (where possible).
DOI: 10.5281/zenodo.15739054
title: Blood Glucose measurement on C. bonduc
DOI: 10.5281/zenodo.15739053
title: Blood Glucose measurement on C. bonduc
DOI: 10.5284/1132977
title: Images and GIS Data from an Archaeological Evaluation at Abbots Lodge, The Street, Drinkstone, Suffolk, May 2023

description: This collection consists of images and GIS data from an archaeological evaluation by Cotswold Archaeology. Work occurred on land at Abbots Lodge, The Street, Drinkstone, Suffolk, in May 2023. Medieval activity was represented by two ditches identified in Trench 1. The finds assemblage comprised eighteen pottery sherds of 12th to the 14th century date. The remaining features were undated. An iron pitchfork recovered from the subsoil was interpreted as modern, probably 20th century date.
DOI: 10.5281/zenodo.15738882
title: Supporting Data - "Synergistic Anti-Acne Effects of Clove Oil and Phyllanthus niruri Leaf Extract in an Absorbent Cream Formulation"

description: This dataset supports the research titled "Synergistic Anti-Acne Effects of Clove Oil and Phyllanthus niruri Leaf Extract in an Absorbent Cream Formulation"

The file includes:



Absorbent Cream Base Formulation

Organoleptic Test Result

Homogeneity Test Result

Spreadability Test Results

pH Test Results

Irritation Test Results

Bacterial Efficacy Test Results

Preparation of Phyllanthus niruri Leaf Powder and Viscous Extract Flow

Preparation of Anti-Acne Ointment Flow


These materials are provided to ensure transparency and reproducibility of the study.