cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.r9kysd
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Atlas de las Aves de México: Fase II",
 "TaxonKey is Gallus Brisson, 1760"
 ]
}

 The dataset includes 12 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014320-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4q8qun
title: Occurrence Download

description: A dataset containing 19449 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Myotis lucifugus (Le Conte, 1831)"
 ]
}

 The dataset includes 19449 records from 104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114775-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sx9863
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Opuntia phaeacantha",
 "Country is Spain",
 "HasCoordinate is true"
 ]
}

 The dataset includes 35 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026106-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.etd28e
title: Occurrence Download

description: A dataset containing 105 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (, Pinnularia gibba, Pinnularia rostrata, Pinnularia subcapitata, Pinnularia subgibba, , Pinnularia viridiformis, , Placoneis, Placoneis dicephala, , , Planothidium, Achnanthes engelbrechtii, Planothidium frequentissimum, Pleurocapsa, Pleurosigma, Pleurosigma elongatum, Pleurosigma salinarum, Pleurotaenium, Quadrigula, , Reimeria, Reimeria uniseriata, Rhoicosphenia abbreviata, Rhoicosphenia, , Pyxidicula, Rivularia, Romeria, Roya, Scenedesmus, Scenedesmus quadricauda, Schizothrix, Scourfieldia, Scytonema, Scytonema crispum, Selenastrum, Sellaphora, Sellaphora pupula, Sellaphora seminulum, Sphaerocystis, Spirogyra reinhardii, Spirogyra, , Spirulina, Staurastrum, Staurodesmus, Stauroneis, Stauroneis anceps, , Staurosira construens, Staurosira, Fragilaria elliptica, Staurosirella pinnata, Staurosirella, Surirella, Stephanodiscus, Stephanodiscus agassizensis, Stichosiphon, Stigeoclonium, Stigeoclonium tenue, Stigonema, , Surirella brebissonii, Synechococcus, Tabellaria, Tabellaria flocculosa, Tabularia, Tabularia fasciculata, Tetraedriella, Tetraedron, Thalassiosira weissflogii, Thalassiosira, Tolypothrix, Trachelomonas, Trachelomonas intermedia, Trachelomonas volvocina, Trebouxia, Tribonema vulgare, Tribonema, Trichodesmium, Tryblionella, Tryblionella apiculata, Tryblionella calida, Tryblionella coarctata, Tryblionella hungarica, , Ulothrix, Ulothrix zonata, Zygnema, Zygnema pectinatum, Luticola, Cymbopleura, Achnanthes abundans, Aulacoseira subborealis, Botryococcus, Chlorococcum, Chroococcus minor, Euastrum)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((25.5395 -28.5786,20.509 -28.5786,20.509 -32.9007,25.5395 -32.9007,25.5395 -28.5786))"
 ]
}

 The dataset includes 105 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026107-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.re7g7x
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Argya altirostris",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026109-250827131500795/datasets/export for details.
DOI: 10.6084/m9.figshare.30042133.v2
title: Raw data

description: This dataset contains the raw experimental data from Western blot analysis and qPCR experiments in this study.
DOI: 10.5517/ccdc.csd.cc2p1812
title: CCDC 2473863: Experimental Crystal Structure Determination

description: Related Article: Constantin G. Daniliuc, Yun-Lin Liu, Gerhard Erker|2025|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.7hfg2r
title: Occurrence Download

description: A dataset containing 520 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Polystachya cultriformis",
 "Geometry POLYGON ((-17.62504 -34.81917, 51.13387 -34.81917, 51.13387 37.34999, -17.62504 37.34999, -17.62504 -34.81917))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 520 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026113-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25824/redu/95t3vf
title: Dados relativos aos relatos de casos de acompanhamento terapêutico escolar da pesquisa: “O acompanhamento terapêutico (at) na escola: limites e possibilidades a partir da interface entre educação e psicanálise

description: O documento apresenta dados clínico-escolares produzidos a partir de três relatos de caso que integram a pesquisa O acompanhamento terapêutico (AT) na escola – limites e possibilidades a partir da interface entre educação e psicanálise. Esses conjuntos de dados foram construídos entre os anos de 2020 e 2023, a partir da prática do pesquisador como acompanhante terapêutico de três crianças autistas – Samuel, Cíntia e Matheus – em diferentes contextos escolares, domiciliares e institucionais.
DOI: 10.15468/dl.5afs2e
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Apistogramma taeniata)",
 "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 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026114-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16525747
title: Bias Correction and Raw RCMs from CORDEX-CORE simulations for Daily Precipitation and Temperature over the Sudano-Sahelian Region of Cameroon

description: This dataset provides daily rainfall, minimum and maximum temperature for Northern Cameroon, including North and Extreme North regions, for the period 1980-2100, at 0.22°x0.22° resolution, derived from daily climate data from CORDEX-CORE project. 

 
description: This dataset was obtained using the cumulative distribution function transform (CDF-t; Michelangeli, Vrac, et Loukos 2009) and ISIMIP3 bias adjustment and statistical downscaling method (ISIMIP3BASD; hereafter referred to as ISIMIP),  is described by Lange (2019). These methods that have been applied to several regions and contexts but also evaluated by Ibrahim Njouenwet over Northern Cameroon (ongoing research paper, 2025). Here CDF-t and ISIMIP have been applied over the period 1980-2099 combining Historical runs and RCP85 scenarios for three variables: precipitation, near-surface maximum air temperature and nearsurface minimum air temperature, which are critical variables for agricultural and hydrological purposes. Daily precipitation measurements for the period 1980–2005 were taken from Northern Cameroon daily interpolated rainfall, provided at a 0.01° × 0.01° resolution (Knops et Lavarenne, 2024) and Climate Hazards Center InfraRed Temperature with Stations daily temperature data product (CHIRTS-daily; Funk et al. 2019) at high-resolution gridded dataset (0.05° × 0.05°) resolution, have been used as the reference dataset to correct the RCMs. In order to reduce the influence of unrealistic extreme rainfall observations, we calculated the 99.98th percentile of the time series as an upper threshold, and values exceeding this limit were masked.
DOI: 10.5281/zenodo.17054199
title: Bias Correction and Raw RCMs from CORDEX-CORE simulations for Daily Precipitation and Temperature over the Sudano-Sahelian Region of Cameroon

description: This dataset provides daily rainfall, minimum and maximum temperature for Northern Cameroon, including North and Extreme North regions, for the period 1980-2100, at 0.22°x0.22° resolution, derived from daily climate data from CORDEX-CORE project. 

 
description: This dataset was obtained using the cumulative distribution function transform (CDF-t; Michelangeli, Vrac, et Loukos 2009) and ISIMIP3 bias adjustment and statistical downscaling method (ISIMIP3BASD; hereafter referred to as ISIMIP),  is described by Lange (2019). These methods that have been applied to several regions and contexts but also evaluated by Ibrahim Njouenwet over Northern Cameroon (ongoing research paper, 2025). Here CDF-t and ISIMIP have been applied over the period 1980-2099 combining Historical runs and RCP85 scenarios for three variables: precipitation, near-surface maximum air temperature and nearsurface minimum air temperature, which are critical variables for agricultural and hydrological purposes. Daily precipitation measurements for the period 1980–2005 were taken from Northern Cameroon daily interpolated rainfall, provided at a 0.01° × 0.01° resolution (Knops et Lavarenne, 2024) and Climate Hazards Center InfraRed Temperature with Stations daily temperature data product (CHIRTS-daily; Funk et al. 2019) at high-resolution gridded dataset (0.05° × 0.05°) resolution, have been used as the reference dataset to correct the RCMs. In order to reduce the influence of unrealistic extreme rainfall observations, we calculated the 99.98th percentile of the time series as an upper threshold, and values exceeding this limit were masked.
DOI: 10.15468/dl.prk65h
title: Occurrence Download

description: A dataset containing 1055 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Staphida torqueola",
 "Country is one of (Myanmar, Thailand, Lao People’s Democratic Republic, Cambodia, Viet Nam, Malaysia)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1055 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026115-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/xkw8wi
title: DrivAerNet++: Renderings

description: In addition to the 3D mesh data, our dataset includes high-fidelity photorealistic renderings of automotive designs generated through advanced diffusion models using Stable Diffusion and ControlNet architectures. These renderings provide visually compelling, camera-ready representations that bridge the gap between technical 3D geometry and real-world automotive photography. The ControlNet-guided generation ensures structural consistency with the underlying vehicle geometries while enabling diverse lighting conditions, materials, and environmental contexts. These photorealistic renderings are instrumental for a range of machine learning tasks, including image-to-3D reconstruction, domain adaptation, style transfer, synthetic data augmentation, and multi-modal representation learning. The high-quality visual representations can also facilitate automated design evaluation workflows by providing realistic visual feedback for design iterations and enabling human-in-the-loop design processes. By incorporating these photorealistic renderings alongside technical mesh data, our dataset enhances the utility for developing and testing advanced algorithms in automotive design visualization, computer graphics, and AI-assisted design workflows.

&lt;br /&gt;&lt;br /&gt;
&lt;b&gt;Strict Licensing Notice&lt;/b&gt;: DrivAerNet/DrivAerNet++ is released under the Creative Commons Attribution-NonCommercial 4.0 International License (CC BY-NC 4.0) and is exclusively for non-commercial research and educational purposes. Any commercial use—including, but not limited to, training machine learning models, developing generative AI tools, creating software products, running new simulations using the provided geometries or any derived geometries, or other commercial R&D applications—is strictly prohibited. Unauthorized commercial use of DrivAerNet/DrivAerNet++, or any derived data, will result in enforcement by the MIT Technology Licensing Office (MIT TLO) and may carry legal consequences.
description: <b>The data for this project are stored on the Northeast Storage Exchange (NESE)</b>. Follow the instructions for large data download found on our website:
Downloading data from NESE via Globus: Quick Start<br><br>
DOI: 10.15468/dl.4q72bn
title: Occurrence Download

description: A dataset containing 41085 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "TaxonKey is Helicoverpa armigera"
 ]
}

 The dataset includes 41085 records from 313 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026111-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ddjnx8
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pelasgus laconicus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((40.81373 29.26705, 40.81373 50.94, -6.6 50.94, -6.6 29.26705, 40.81373 29.26705))",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation, Material sample)"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026118-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q4szuk
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (, Pinnularia gibba, Pinnularia rostrata, Pinnularia subcapitata, Pinnularia subgibba, , Pinnularia viridiformis, , Placoneis, Placoneis dicephala, , , Planothidium, Achnanthes engelbrechtii, Planothidium frequentissimum, Pleurocapsa, Pleurosigma, Pleurosigma elongatum, Pleurosigma salinarum, Pleurotaenium, Quadrigula, , Reimeria, Reimeria uniseriata, Rhoicosphenia abbreviata, Rhoicosphenia, , Pyxidicula, Rivularia, Romeria, Roya, Scenedesmus, Scenedesmus quadricauda, Schizothrix, Scourfieldia, Scytonema, Scytonema crispum, Selenastrum, Sellaphora, Sellaphora pupula, Sellaphora seminulum, Sphaerocystis, Spirogyra reinhardii, Spirogyra, , Spirulina, Staurastrum, Staurodesmus, Stauroneis, Stauroneis anceps, , Staurosira construens, Staurosira, Fragilaria elliptica, Staurosirella pinnata, Staurosirella, Surirella, Stephanodiscus, Stephanodiscus agassizensis, Stichosiphon, Stigeoclonium, Stigeoclonium tenue, Stigonema, , Surirella brebissonii, Synechococcus, Tabellaria, Tabellaria flocculosa, Tabularia, Tabularia fasciculata, Tetraedriella, Tetraedron, Thalassiosira weissflogii, Thalassiosira, Tolypothrix, Trachelomonas, Trachelomonas intermedia, Trachelomonas volvocina, Trebouxia, Tribonema vulgare, Tribonema, Trichodesmium, Tryblionella, Tryblionella apiculata, Tryblionella calida, Tryblionella coarctata, Tryblionella hungarica, , Ulothrix, Ulothrix zonata, Zygnema, Zygnema pectinatum, Luticola, Cymbopleura, Achnanthes abundans, Aulacoseira subborealis, Botryococcus, Chlorococcum, Chroococcus minor, Euastrum)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((20.7576 -24.3688,20.529 -24.0715,20.509 -24.0715,20.509 -28.5786,25.5395 -28.5786,25.5395 -24.0715,25.1306 -24.0715,24.9333 -24.4571,23.8962 -24.2467,22.8065 -24.295,22.3719 -24.7207,22.2323 -25.547,22.0387 -25.7188,21.7833 -25.7784,21.5388 -25.7113,21.3553 -25.5415,20.7576 -24.3688))"
 ]
}

 The dataset includes 34 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026117-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25430/researchdata.cab.unipd.it.00001636
title: Experimental voltage traces in human beta-cells

description: Experimental voltage traces from human pancreatic beta-cells presented in Figs. 2, 3, 4 in 
M. Riz, M. Braun, M.G. Pedersen: Mathematical Modeling of Heterogeneous Electrophysiological Responses in Human beta-cells. PLoS Computational Biology, 10(1):e1003389 (2014) doi:10.1371/journal.pcbi.1003389
DOI: 10.15468/dl.gw7r5v
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amphibia",
 "Geometry POLYGON ((19.1382 20.0599, 10.1382 20.0599, 10.1382 11.0599, 19.1382 11.0599, 19.1382 20.0599))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)"
 ]
}

 The dataset includes 56 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026119-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c58m45
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Argya caudata",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026120-250827131500795/datasets/export for details.
DOI: 10.15468/dl.c3kthd
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Opuntia polyacantha",
 "Country is Czechia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026121-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ucf7s3
title: Occurrence Download

description: A dataset containing 236289 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Abies alba Mill."
 ]
}

 The dataset includes 236289 records from 980 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002542-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4x7xd7
title: Occurrence Download

description: A dataset containing 415 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Abies nordmanniana subsp. equi-trojani (Asch. & Sint. ex Boiss.) Coode & Cullen"
 ]
}

 The dataset includes 415 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002547-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fb3tex
title: Occurrence Download

description: A dataset containing 150 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Polystachya transvaalensis",
 "Geometry POLYGON ((-17.62504 -34.81917, 51.13387 -34.81917, 51.13387 37.34999, -17.62504 37.34999, -17.62504 -34.81917))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 150 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026122-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mp2xah
title: Occurrence Download

description: A dataset containing 519118 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acer campestre L."
 ]
}

 The dataset includes 519118 records from 2829 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002791-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sewewf
title: Occurrence Download

description: A dataset containing 14925 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Atriplex canescens (Pursh) Nutt."
 ]
}

 The dataset includes 14925 records from 231 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001022-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gzjzmv
title: Occurrence Download

description: A dataset containing 109 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Cydia conicolana (Heylaerts, 1874)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 109 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029795-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4vzrh4
title: Occurrence Download

description: A dataset containing 11803 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cenchrus echinatus L."
 ]
}

 The dataset includes 11803 records from 481 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052781-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bypxyq
title: Occurrence Download

description: A dataset containing 1257 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "TaxonKey is Pimpinella major (L.) Huds.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1257 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032269-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.