cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.bm6wmq
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Williamodendron glaucophyllum",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 57 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014063-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tgca64
title: Occurrence Download

description: A dataset containing 322 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Neope pulaha"
 ]
}

 The dataset includes 322 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014062-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25592/uhhfdm.17987
title: In-line Raman chemometrics for quantitative monitoring in the spectral challenging butyl acrylate - styrene - acrylic acid terpolymerisation.

description: This dataset contains all data on which the publication "In-line Raman chemometrics for quantitative monitoring in the spectral challenging butyl acrylate - styrene - acrylic acid terpolymerisation." is based. Experimental data (.xlsx), Raman spectra (.spc), PEAXACT models (.pxm), GC offline measurements (.pdf) and additional text (.txt) are provided.
DOI: 10.15480/882.16631
title: Extracted DMM data from case studies

description: Dataset of 53 DMMs extracted from case studies reported in published studies.
DOI: 10.25592/uhhfdm.17986
title: In-line Raman chemometrics for quantitative monitoring in the spectral challenging butyl acrylate - styrene - acrylic acid terpolymerisation.

description: This dataset contains all data on which the publication "In-line Raman chemometrics for quantitative monitoring in the spectral challenging butyl acrylate - styrene - acrylic acid terpolymerisation." is based. Experimental data (.xlsx), Raman spectra (.spc), PEAXACT models (.pxm), GC offline measurements (.pdf) and additional text (.txt) are provided.
DOI: 10.15468/dl.fut4cs
title: Occurrence Download

description: A dataset containing 6928 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aspidoscelis sackii"
 ]
}

 The dataset includes 6928 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014061-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3azds2
title: Occurrence Download

description: A dataset containing 6315331 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "PublishingCountry is France"
 ]
}

 The dataset includes 6315331 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014035-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18495881
title: Tool Registry for Digital Humanities

description: Weekly snapshot of the Tool Registry for Digital Humanities from Wikidata. Data is being downloaded through a combination of SPARQL queries and API calls and serialised as Turtle and JSON-LD.
DOI: 10.15468/dl.66xedf
title: Occurrence Download

description: A dataset containing 202 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euthalia patala"
 ]
}

 The dataset includes 202 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014064-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.4121/50ad4bd7-7e12-4ed7-aca9-c51f47141410
title: Data and scripts underlying the publication: Urban scaling of well-being for cities in the Netherlands, the urban centre versus the functional urban area.

description: The research objective is to see whether indicators of well-being show non-linear urban scaling for cities in the Netherlands. The research uses geo-spatial methods and techniques to obtain well-being values per city, which are then scaled with city size. Different city delineations are compared and analysed with datasets on land use and demographic statistics. Binary dasymetric interpolation is applied to the well-being dataset, using a Dutch residential dataset, to obtain well-being values per city. Datasets used primarily cover well-being and city delineations. The datasets used are freely available online and included in the folder 'Data', for a complete overview and citations refer to the paper (DOI with link will come after publication).The dataset provided here contains the original datasets used for the study: FUA_NL, a dataset with functional urban areas. GHS_SMOD, a dataset with city delineations based on the degree of urbanization method. RIVM, datasets with well-being survey data for the Netherlands (2016). The 'Data' folder further contains datasets by CBS with statistics per grid cell (cbs_vk.._.._vol.gpkg), per administrative unit (wijkenbuurten_...) or information on land use (bbg).The other folders contain main datasets and visualisations produced for the paper.
DOI: 10.4121/50ad4bd7-7e12-4ed7-aca9-c51f47141410.v2
title: Data and scripts underlying the publication: Urban scaling of well-being for cities in the Netherlands, the urban centre versus the functional urban area.

description: The research objective is to see whether indicators of well-being show non-linear urban scaling for cities in the Netherlands. The research uses geo-spatial methods and techniques to obtain well-being values per city, which are then scaled with city size. Different city delineations are compared and analysed with datasets on land use and demographic statistics. Binary dasymetric interpolation is applied to the well-being dataset, using a Dutch residential dataset, to obtain well-being values per city. Datasets used primarily cover well-being and city delineations. The datasets used are freely available online and included in the folder 'Data', for a complete overview and citations refer to the paper (DOI with link will come after publication).The dataset provided here contains the original datasets used for the study: FUA_NL, a dataset with functional urban areas. GHS_SMOD, a dataset with city delineations based on the degree of urbanization method. RIVM, datasets with well-being survey data for the Netherlands (2016). The 'Data' folder further contains datasets by CBS with statistics per grid cell (cbs_vk.._.._vol.gpkg), per administrative unit (wijkenbuurten_...) or information on land use (bbg).The other folders contain main datasets and visualisations produced for the paper.
DOI: 10.15468/dl.7qp6ev
title: Occurrence Download

description: A dataset containing 110772 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation, Specimen)",
 "MediaType is Image",
 "OccurrenceStatus is Present",
 "TaxonKey is Sciurus vulgaris"
 ]
}

 The dataset includes 110772 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013951-260129131611470/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.29826347.v1
title: 指示器

description: 土壤有机质倒置相关指标
DOI: 10.15468/dl.n36y2r
title: Occurrence Download

description: A dataset containing 77 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Zipaetis saitis"
 ]
}

 The dataset includes 77 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014066-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gd3sjf
title: Occurrence Download

description: A dataset containing 214 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Austromatthaea elegans",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 214 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014067-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/vtjdjl
title: RLWnamesLo.pdf

description: :unav
DOI: 10.57745/teasgb
title: RLWnamesUp.pdf

description: :unav
DOI: 10.57745/k1iz14
title: RLWnamesLo.docx

description: :unav
DOI: 10.57745/fogrn5
title: RLWnamesUp.docx

description: :unav
DOI: 10.57745/zaim8f
title: Read me.txt

description: :unav
DOI: 10.57745/nhksnj
title: Mirror writing in children (names)

description: In our research on mirror writing of characters (letters and digits), the children signed their work with their first names (on the back). For these signatures, we introduced a constraint that could induce the children to write spontaneously from right to left (RL). The present raw data compile all the first name writings we obtained in this way. Children aged 4 to 7 may have written their first name in uppercase letters (subfile RLWnamesUp) or lowercase letters (subfile RLWnamesLo). These two subfiles are saved in two formats with identical content: docx and pdf. These data are precious because, to our knowledge, there are no other records of spontaneous right-to-left writing by around 500 children in the literature. Obtained between 2010 and 2014, they are all the more precious given that, with the decline (well underway in 2026) of handwriting on paper, they are likely to remain unique.
DOI: 10.15468/dl.ct5s7u
title: Occurrence Download

description: A dataset containing 58938 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tsuga canadensis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 58938 records from 250 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014029-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p7d2xc
title: Occurrence Download

description: A dataset containing 50218 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leptinotarsa decemlineata"
 ]
}

 The dataset includes 50218 records from 366 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013979-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u2844w
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Decarydendron lamii",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 71 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014071-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25824/redu/jibqdu
title: Extrato da casca de jabuticaba (Myrciaria jaboticaba) e transição epitélio-mesenquimal no adenocarcinoma de próstata resistente à castração em camundongos TRAMP

description: O estudo, dissertação de mestrado, demonstra os resultados obtidos na utilização de um extrato da casca da jabuticaba em camundongos TRAMP para estudar os efeitos deste extrato na transição epitélio-mesenquimal.
DOI: 10.5281/zenodo.18495889
title: COVEN-X: A Suite Of VAMPIRE-X Models- 5 Models With Differing Percentile Thresholds

description: Datasets and pre-trained forests for a suite of VAMPIRE-X radiation belt models. Further details and example notebooks can be found here - https://github.com/D-J-Weston/RadiationBeltForecasting
DOI: 10.25824/redu/fakksb
title: Dados de replicação para a dissertação de mestrado: prototipagem de um robô humanoide com expressividade não verbal para interação humano-robô

description: A dataset of sensor logs featuring electrical current consumption from Dynamixel motors (model XH540-W270-R) and Center of Mass (CoM) displacement tracked via NAOqi API. Collected during non-verbal expressive movements of a modular humanoid robot, these data provide the basis for evaluating mechanical effort and structural dynamics during social interaction tasks.
DOI: 10.15468/dl.d67ty6
title: Occurrence Download

description: A dataset containing 158 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ephippiandra madagascariensis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 158 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014073-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k52a2n
title: Occurrence Download

description: A dataset containing 833 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tsuga caroliniana",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 833 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014072-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.udzzm2
title: Occurrence Download

description: A dataset containing 995541 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Watervogels - Wintering waterbirds in Flanders, Belgium",
 "Country is Belgium"
 ]
}

 The dataset includes 995541 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014047-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17662338
title: PERGOS-3

description: PERGOS-3 Website (Oceanweather Inc.)

 

Summary

Improving on previous hindcast projects, PERGOS-3 applies high-resolution data-assimilative ERA5 reanalysis atmospheric inputs in conjunction with statistical adjustments and kinematic reanalyses to reduce systematic biases and independent errors in significant storm events before forcing the ocean response modeling system incorporating tidal mechanics, shallow water spectral shallow-water physics, and water level response to extreme weather events. The continuous hindcast was made on an unstructured triangular mesh with node spacing between 500 m and 6 km covering the entire Gulf.

PERGOS-3 updates the previous version of the continuous hindcast to cover over six decades from 1960 – 2024 to ensure that it simulates the past and current climate. The PERGOS-3 hindcast retains the storm experience from the previous studies and includes a larger storm population, 189 storms over the years 1960 – 2024 to provide  more reliable extremes that cover all areas of the Gulf.

Project Highlights




Time Step
1 hour


Hindcast Dates
Continuous: 1/1/1960 to 12/31/2024


Storm Population
189 Events (1960-2024)


Variables
Wind, Wave and Hydro Fields (All points)


Grid Resolution
500m – 6km (Unstructured mesh)


Regional Extent
Persian Gulf: 23.14° - 30.5°N, 47° - 56.4° E


Meteorological Forcing
ERA5 + Statistical adjustment + IOKA kinematic analysis


Tidal Boundary
TPXO


Previous Hindcast Versions
PERGOS: Release 2005; 1983-2009 and earlier stormsPERGOS-2: Release 2018: 1979-2018 and earlier storm
DOI: 10.5281/zenodo.17662339
title: PERGOS-3

description: PERGOS-3 Website (Oceanweather Inc.)

 

Summary

Improving on previous hindcast projects, PERGOS-3 applies high-resolution data-assimilative ERA5 reanalysis atmospheric inputs in conjunction with statistical adjustments and kinematic reanalyses to reduce systematic biases and independent errors in significant storm events before forcing the ocean response modeling system incorporating tidal mechanics, shallow water spectral shallow-water physics, and water level response to extreme weather events. The continuous hindcast was made on an unstructured triangular mesh with node spacing between 500 m and 6 km covering the entire Gulf.

PERGOS-3 updates the previous version of the continuous hindcast to cover over six decades from 1960 – 2024 to ensure that it simulates the past and current climate. The PERGOS-3 hindcast retains the storm experience from the previous studies and includes a larger storm population, 189 storms over the years 1960 – 2024 to provide  more reliable extremes that cover all areas of the Gulf.

Project Highlights




Time Step
1 hour


Hindcast Dates
Continuous: 1/1/1960 to 12/31/2024


Storm Population
189 Events (1960-2024)


Variables
Wind, Wave and Hydro Fields (All points)


Grid Resolution
500m – 6km (Unstructured mesh)


Regional Extent
Persian Gulf: 23.14° - 30.5°N, 47° - 56.4° E


Meteorological Forcing
ERA5 + Statistical adjustment + IOKA kinematic analysis


Tidal Boundary
TPXO


Previous Hindcast Versions
PERGOS: Release 2005; 1983-2009 and earlier stormsPERGOS-2: Release 2018: 1979-2018 and earlier storm
DOI: 10.15468/dl.a2ynys
title: Occurrence Download

description: A dataset containing 893 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Papilio castor"
 ]
}

 The dataset includes 893 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014076-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gy55ab
title: Occurrence Download

description: A dataset containing 2465 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tsuga diversifolia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2465 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014077-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kq3rsn
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Grazielanthus arkeocarpus",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 54 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014078-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/8qpf0e
title: Replication Data for: A Cluster Randomized Trial of Visitect CD4 Advanced Disease platform among outpatients with advanced HIV disease in Uganda"

description: Introduction: Despite significant progress in HIV care globally, a persistent 30-40% of people present with advanced HIV disease with ≤200 CD4 cells/µL. Visitect CD4 Advanced Disease platform is a point-of-care CD4 test being implemented in resource-limited settings. We sought to assess clinical outcomes of survival and retention-in-care among people with advanced HIV disease based on CD4 testing modality.

Methods: We performed a cluster randomized clinical trial to evaluate Visitect CD4 compared with onsite standard laboratory-based CD4 testing. The trial was conducted at 16 outpatient HIV clinics in Uganda. Those identified with CD4≤200 cells/µL received a standardized package of care for advanced HIV disease. The primary outcome was 24-week survival with retention-in-care. A costing analysis was performed. Randomization by CD4 methodology was stopped on June 18th, 2024 as the Visitect CD4 Advanced Disease platform was being implemented widely in Uganda and randomization to non-Visitect CD4 platform was unethical if no alternative CD4 strategies were available in a timely manner. We conducted a micro-costing analysis to estimate the resources used for each trial participant over the six-month study period.
Results: Between May 5, 2022 and February 18, 2025, 1724 participants were enrolled; 927 participants received Visitect CD4 testing (8 clusters), and 797 received standard CD4 testing (8 clusters). The composite endpoint of death or lost to follow-up occurred in 7.0% (63/901) who received Visitect CD4 testing and 7.2% (57/788) who received standard CD4 testing (Hazard ratio, 0.98; 95%CI, 0.62, 1.34). The estimated risk difference between arms was 0.01% (95%CI, -2.5, 2.5). Median time to antiretroviral therapy initiation was 0 days with Visitect testing versus 7 days with standard CD4 testing (adjusted Hazard ratio, 1.23; 95%CI, 1.07, 1.39). Mean cost of 6-month care was US$115 for Visitect CD4 testing versus US$131 for standard-of-care CD4 testing.

Conclusion: Implementation of Visitect CD4 testing demonstrated more rapid initiation of HIV therapy with equivalent 24-week survival and retention-in-care compared with other point-of-care CD4 strategies at equivalent cost. Despite its poor specificity, the Visitect CD4 platform remains a cost-neutral option compared to standard CD4 modalities.
DOI: 10.15468/dl.egjae7
title: Occurrence Download

description: A dataset containing 47472 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leptura quadrifasciata"
 ]
}

 The dataset includes 47472 records from 406 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014075-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15156/bio/sh0155908.10fu
title: SH0155908.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.