cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.8r8cht
title: Occurrence Download

description: A dataset containing 69476 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anthus trivialis (Linnaeus, 1758)",
 "DatasetKey is EOD – eBird Observation Dataset",
 "Country is one of (Germany, France, Spain, Portugal, Denmark, Austria, Italy, Switzerland, Greece, Poland, Hungary, Slovenia, Sweden, Norway, Slovakia, Montenegro, Croatia, North Macedonia, Serbia, Iceland, Ireland, United Kingdom of Great Britain and Northern Ireland, Albania, Bosnia and Herzegovina, Bulgaria, Belgium, Netherlands)"
 ]
}

 The dataset includes 69476 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0170846-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hm69uy
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cirsium texanum Buckley",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0196988-220831081235567/datasets/export for details.
DOI: 10.15468/dl.jytdj9
title: Occurrence Download

description: A dataset containing 123 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hieracium erectiramum T.E.Nilsson)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 123 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0288225-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n27mpk
title: Occurrence Download

description: A dataset containing 24446 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Lithuania",
 "DatasetKey is BirdMap Data - GPS tracking of Storks, Cranes and birds of prey, breeding in Northern and Eastern Europe"
 ]
}

 The dataset includes 24446 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0288253-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48577/jpl.xm0x68
title: Deep-space Conjunction Assessment: Recent Developments and Future Evolution

description: The Multi-mission Automated Deep-space Conjunction Assessment Process (MADCAP) is a NASA Jet Propulsion Laboratory (JPL) capability used to perform conjunction assessment in shared deep-space environments. MADCAP began performing conjunction assessment at Mars and the Moon in 2011, with the Sun/Earth libration points added to its functionality in 2020. There has been an increasing number of missions operating in these environments in recent years, leading to an elevated frequency of close conjunction events, especially in the Lunar orbital environment. MADCAP provides this service not only to NASA missions, but to any operator who is willing to share ephemerides. Since there is no space surveillance network for deep space environments, ephemeris sharing is the only way in which spacecraft operators can ensure the safety of their spacecraft from collision in these orbit regimes. NASA published a set of conjunction assessment best practices in 2020 that cover the MADCAP process. This paper details recent MADCAP operational experience in the deep space environments, including statistics and process improvements. Updates to the MADCAP software and automation framework implemented to handle the recent growth in the number of deep space missions are also discussed. Future enhancements planned in anticipation of increasingly crowded deep-space environments, such as non-standard runs based on exploratory scenarios, are also discussed.
DOI: 10.15468/dl.wf3mee
title: Occurrence Download

description: A dataset containing 119739 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Magnoliaceae"
 ]
}

 The dataset includes 119739 records from 889 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0170847-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q8utca
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Anthurium kinsingeriae Croat)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0288234-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aydbqz
title: Occurrence Download

description: A dataset containing 133 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lonicera affinis Hook. & Arn.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 133 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0207172-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qdnpgq
title: Occurrence Download

description: A dataset containing 6307 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is RBINS Cnidaria collection"
 ]
}

 The dataset includes 6307 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063546-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cd9g98
title: Occurrence Download

description: A dataset containing 193632 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is International Barcode of Life project (iBOL)",
 "GadmLevel0Gid is NOR"
 ]
}

 The dataset includes 193632 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063541-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.45dd4a
title: Occurrence Download

description: A dataset containing 31905 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hylodesmum"
 ]
}

 The dataset includes 31905 records from 334 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063544-251120083545085/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.30893984
title: Global Water Vapor Stable Isotope Dataset

description: Water vapor isotopes can directly record source-region conditions, transport pathways, and phase-change fractionation information. They are fundamentally important for understanding atmospheric water-cycle processes and their evolution under global warming. However, the fragmentation of global water vapor isotope data and its uneven spatiotemporal distribution limit our understanding of the vapor cycle and climate variability. This study developed a unified and comparable global stable water vapor isotope dataset and analyzed its global spatial patterns and the primary driving factors. We systematically integrated published literature, the Global Network of Isotopes in Water (GNIW), and the PANGAEA database to compile a global water vapor isotope database covering the period from 1981 to 2021. The establishment of this global water vapor isotope dataset supports improved understanding of atmospheric water-cycle processes under climate warming and provides a data foundation for hydrological, meteorological, and ecological research.
DOI: 10.6084/m9.figshare.30893984.v1
title: Global Water Vapor Stable Isotope Dataset

description: Water vapor isotopes can directly record source-region conditions, transport pathways, and phase-change fractionation information. They are fundamentally important for understanding atmospheric water-cycle processes and their evolution under global warming. However, the fragmentation of global water vapor isotope data and its uneven spatiotemporal distribution limit our understanding of the vapor cycle and climate variability. This study developed a unified and comparable global stable water vapor isotope dataset and analyzed its global spatial patterns and the primary driving factors. We systematically integrated published literature, the Global Network of Isotopes in Water (GNIW), and the PANGAEA database to compile a global water vapor isotope database covering the period from 1981 to 2021. The establishment of this global water vapor isotope dataset supports improved understanding of atmospheric water-cycle processes under climate warming and provides a data foundation for hydrological, meteorological, and ecological research.
DOI: 10.5281/zenodo.18028286
title: A Cannabis Use Reddit Dataset for Aspect-Based Sentiment Analysis

description: Using publicly accessible Reddit posts, we developed a manually annotated dataset for traditional and aspect-based sentiment analysis (ABSA) of cannabis-related discussions in the context of pain management. The dataset consists of 479 post-aspect pairs extracted from specific Reddit communities associated with autoimmune rheumatic diseases (ARDs). We filtered posts using a structured list of cannabis-related terms and extracted context using rule-based sentence segmentation. Subsequently, we manually annotated each instance for both traditional and aspect-specific sentiment (positive, negative, neutral), achieving a final inter-annotator reliability of 0.79, indicating substantial agreement. The dataset offers valuable resources for training, benchmarking, and evaluating machine learning models for ABSA in health-related social media contexts. This dataset can support research in natural language processing, public health informatics, pain medicine, digital epidemiology, and social media-based health monitoring.
DOI: 10.15468/dl.r5p9je
title: Occurrence Download

description: A dataset containing 1888 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Modelaje de la Distribución geográfica de Pinus pseudostrobus y P. leiophylla",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pinus"
 ]
}

 The dataset includes 1888 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063547-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/476zm6
title: Replication Data for: Gender-Gap Reversal in Education and the Female Labor Supply: Evidence from China

description: This is the replciation code for the paper "Gender-Gap Reversal in Education and Women’s Labor Supply: Evidence from China"
DOI: 10.15468/dl.ayuk7r
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "TaxonKey is Begonia egregia",
 "Year 1970-2025"
 ]
}

 The dataset includes 11 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063550-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xqxntu
title: Occurrence Download

description: A dataset containing 11823571 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 11823571 records from 4290 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063528-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14731591
title: Mapping Chivalry - Progetto Mambrino Bibliographic Database (PMDB)

description: Mapping Chivalry - Progetto Mambrino Bibliographic Database (PMDB) is a dynamic electronic catalog that systematically documents editions and copies of chivalric novels inspired by Spanish traditions, printed between the 16th and 18th centuries in major European languages.

The dataset is exported in XML format.

----------------------------------------------------------------------------------------------------------------

Mapping Chivalry - Progetto Mambrino Database Bibliografico (PMDB) è il censimento elettronico in continuo aggiornamento delle edizioni ed esemplari dei romanzi cavallereschi d'ispirazione spagnola stampati tra il XVI e il XVIII secolo nelle principali linguee europee.

Il dataset è disponibile in formato XML.
DOI: 10.5281/zenodo.14731592
title: Mapping Chivalry - Progetto Mambrino Bibliographic Database (PMDB)

description: Mapping Chivalry - Progetto Mambrino Bibliographic Database (PMDB) is a dynamic electronic catalog that systematically documents editions and copies of chivalric novels inspired by Spanish traditions, printed between the 16th and 18th centuries in major European languages.

The dataset is exported in XML format.

----------------------------------------------------------------------------------------------------------------

Mapping Chivalry - Progetto Mambrino Database Bibliografico (PMDB) è il censimento elettronico in continuo aggiornamento delle edizioni ed esemplari dei romanzi cavallereschi d'ispirazione spagnola stampati tra il XVI e il XVIII secolo nelle principali linguee europee.

Il dataset è disponibile in formato XML.
DOI: 10.5281/zenodo.14731677
title: Triples (KG) derived from criminal appeals to the French Cassation Court (2023)
DOI: 10.5281/zenodo.14731676
title: Triples (KG) derived from criminal appeals to the French Cassation Court (2023)
DOI: 10.15468/dl.9vnb8k
title: Occurrence Download

description: A dataset listing the 8550 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is WildNet - Queensland Wildlife Data"
 ]
}

 The dataset's 8550 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000569-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.35097/egqrfznmr9yp2s7f
title: Interface reconstruction of adhering droplets for distortion correction using glare points and deep learning (research data)

description: The flow within adhering droplets subjected to external shear flows has a significant influence on the stability and eventual detachment of the droplets from the surface.
Most commonly, the velocity field inside adhering droplets is measured by means of particle image velocimetry (PIV), which requires a correction step to account for the distortion caused by the refraction of light at the curved gas-liquid interface. 
Current methods for distortion correction based on ray tracing are limited to low external flow velocities, for which the deformation of the droplet is insignificant and axisymmetry can be assumed.
However, the ray-tracing method can be extended straightforwardly to arbitrarily deformed droplet shapes if the instantaneous three-dimensional droplet interface could be obtained.
In the present work, a previously introduced method for the image-based reconstruction of gas-liquid interfaces by means of deep learning is adapted to determine the instantaneous interface of adhering droplets in external shear flows.
In this regard, a purposefully developed optical measurement technique based on the shadowgraphy method is employed that encodes additional three-dimensional (3D) information of the interface in the images via glare points from lateral light sources.
On the basis of the images recorded in the experiments, the volumetric shape of the droplet is reconstructed by a neural network that was trained on the spatio-temporal dynamics of the gas-liquid interface from a synthetic dataset obtained by numerical simulation.
The results for experiments with adhering droplets at different velocities of external flow demonstrate that the combination of the learned droplet geometry with the depth encoding through the glare points facilitates a robust and flexible reconstruction.
The proposed method reconstructs the instantaneous three-dimensional interface of adhering droplets at both high resolution and spatial accuracy and thereby enables the distortion correction of PIV measurements at high external flow velocities.
description: This repository contains the supplementary data to our article "Interface reconstruction of adhering droplets for distortion correction using glare points and deep learning".
The dataset consists of raw and processed images obtained in experiments with adhering droplets subject to external shear flows through a shadowgraphy method with additional color-coded glare points. The raw images are saved in the uncompressed file format .tif and processed images are saved as .png.

The weights of the neural networks for the reconstruction of the droplets gas-liquid interface trained on the aforementioned data are contained in this repository as well.

The code repository for the neural network training and evaluation, including documentation on how to deploy the trained neural networks on the measurement data can be found on GitHub (https://github.com/MaxDreisbach/Droplet-PIFu)
DOI: 10.15468/dl.dqrkpa
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Agetus limbatus (Brady, 1883)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000607-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.65kzda
title: Occurrence Download

description: A dataset containing 123433 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Chiroptera"
 ]
}

 The dataset includes 123433 records from 122 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000570-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.avz4ec
title: Occurrence Download

description: A dataset containing 2470 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Occurrence evidence",
 "Country is Australia",
 "TaxonKey is Chiroptera",
 "Year 2010-2020"
 ]
}

 The dataset includes 2470 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000609-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8z98ku
title: Occurrence Download

description: A dataset containing 1324786392 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "Year 2010-2020"
 ]
}

 The dataset includes 1324786392 records from 36620 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000526-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6yj9zn
title: Occurrence Download

description: A dataset containing 992 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((17.89924 -32.69639,17.66437 -32.95675,18.46547 -33.86346,18.34349 -33.91808,18.25791 -34.16023,18.46911 -34.42059,20.16054 -34.60266,20.17147 -34.17662,19.37036 -33.19708,18.87877 -32.18114,18.51099 -31.81335,17.89924 -32.69639))",
 "OccurrenceStatus is Present",
 "TaxonKey is Phylica buxifolia"
 ]
}

 The dataset includes 992 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018585-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d7h27x
title: Occurrence Download

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

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018586-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zbmhmd
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018587-250914085247600/datasets/export for details.
DOI: 10.15468/dl.4rwmjz
title: Occurrence Download

description: A dataset containing 6843 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Colombia",
 "TaxonKey is Tremarctos ornatus",
 "Year 2000-2025"
 ]
}

 The dataset includes 6843 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018588-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x4zbw6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bauhinia purpurea",
 "Country is Sao Tome and Principe",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018590-250914085247600/datasets/export for details.
DOI: 10.15468/dl.zj8cg9
title: Occurrence Download

description: A dataset containing 17058 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aequipecten opercularis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 17058 records from 162 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018589-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.