cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15550953
title: High-precision digital lunar particle modeling based on Chang'E 5 samples

description: There is a high-precision digital lunar soil model library, systematically collecting five key types of data:(1)optical micrographs of lunar soil particles; (2)high-resolution X-CT source files; (3)STL mesh models of the particles and respective components; (4)multi-sphere discrete element models based on EDEM software; (5)finite element models with component calibration.
DOI: 10.15468/dl.2b9e8x
title: Occurrence Download

description: A dataset containing 522221 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sonchus asper (L.) Hill"
 ]
}

 The dataset includes 522221 records from 3178 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008684-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/xsluko
title: Suivi des oiseaux de passage : programme ACT - Programme ACT : Répartition Pigeon ramier 2001 - 2005 Coordonnées GPS Lambert 93

description: Aire de reproduction de l'espèce Pigeon ramier fondée sur la présence de mâles chanteurs au printemps (avril – juin), à partir de points d’écoutes répartis le long d’itinéraires échantillons. Environ 5 000 points ont été visités chaque année entre 2001 et 2005
DOI: 10.5281/zenodo.17638455
title: Minimal anonymized dataset for the study on Effect of digital chemotherapy extravasation education based on Orem's self‐care theory in cancer patients: A quasi-experimental study

description: This dataset contains the minimal anonymized data from a quasi-experimental study evaluating a digital chemotherapy extravasation educational intervention among 80 cancer patients in Vietnam. Variables include demographics, knowledge scores, self-care ability scores, self-efficacy scores, and perceived effectiveness of digital technology applications across three time points. Data are fully de-identified and follow BMJ/PLOS ONE guidelines. A data dictionary is included to support analysis replication.
DOI: 10.5281/zenodo.17638456
title: Minimal anonymized dataset for the study on Effect of digital chemotherapy extravasation education based on Orem's self‐care theory in cancer patients: A quasi-experimental study

description: This dataset contains the minimal anonymized data from a quasi-experimental study evaluating a digital chemotherapy extravasation educational intervention among 80 cancer patients in Vietnam. Variables include demographics, knowledge scores, self-care ability scores, self-efficacy scores, and perceived effectiveness of digital technology applications across three time points. Data are fully de-identified and follow BMJ/PLOS ONE guidelines. A data dictionary is included to support analysis replication.
DOI: 10.48804/zkyaba
title: Supporting Data for: Physiological and cardiac rhythm responses during a maximal breath-hold in a world champion freediver

description: This dataset contains a two-lead electrocardiogram (ECG) printout collected during a dry, maximal voluntary breath-hold performed by a world champion freediver. The ECG recording captures the full duration of the breath-hold (6 minutes and 7 seconds), including both the easy-going phase (2 minutes and 20 seconds) and the struggle phase (3 minutes and 47 seconds), as well as pre- and post-breath-hold periods. The dataset was collected as part of a physiological case study investigating ventilatory, gas exchange, neuromuscular, oxygenation, and cardiac responses to prolonged breath-holding. During the struggle phase of the breath-hold, the ECG revealed transient, asymptomatic cardiac arrhythmias, including sinus-junctional rhythm competition, multiple supra- and ventricular extrasystoles, and marked bradycardia. Normal sinus rhythm resumed after breath-hold cessation. This dataset provides a manually verifiable reference of cardiac rhythm changes during the maximal voluntary breath-hold.
description: Kubios HRV Scientific software, 4.1.2.1
DOI: 10.15468/dl.eqpme3
title: Occurrence Download

description: A dataset containing 85914 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gambusia affinis"
 ]
}

 The dataset includes 85914 records from 218 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041270-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48544/87da7c47-a553-4bbb-ac65-1838d3294468
title: Terug naar de wortels: Zelfvoorzienend leven op Bonaire
DOI: 10.15468/dl.hjrse2
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Allantonectria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 26 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041352-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bsgefk
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-106.0188 22.19913, -105.8688 22.19913, -105.8688 22.34913, -106.0188 22.34913, -106.0188 22.19913))"
 ]
}

 The dataset includes 24 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041351-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/2cp7ye
title: Centralisation des observations floristiques - Observations floristiques floutées issues de la base de données flore du Conservatoire botanique national alpin

description: Observations floristiques floutées à la maille de 10 km issues de la base de données flore du Conservatoire botanique national alpin (CBNA). Ces observations sont produites par le CBNA, les partenaires du CBNA ou proviennent de la bibliographie ou d'herbier. Ces observations sont diffusées sue la plateforme du Pôle d'Informations Flore Habitats (PIFH) de la région Auvergne-Rhône-Alpes.
DOI: 10.15468/dl.m4kysq
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041353-251025141854904/datasets/export for details.
DOI: 10.15468/dl.emdy2w
title: Occurrence Download

description: A dataset containing 3046152 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Observation.org, Nature data from around the World",
 "Geometry POLYGON((4.22249 51.76947,4.39846 51.71489,4.51232 51.6989,4.60266 51.71207,4.72782 51.74218,4.84596 51.81432,5.16264 51.81656,5.12754 52.03167,4.69882 51.93084,4.59724 51.9174,4.62039 51.83225,4.44413 51.87109,4.23126 51.80312,4.22249 51.76947))"
 ]
}

 The dataset includes 3046152 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041336-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17637761
title: Dataset for plant protein properties
DOI: 10.5281/zenodo.17637762
title: Dataset for plant protein properties
DOI: 10.15468/dl.zn5f5w
title: Occurrence Download

description: A dataset containing 98149 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Miconia calvescens"
 ]
}

 The dataset includes 98149 records from 222 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041320-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/32ious
title: Lauri Mällo private collection of Lepidoptera

description: Privately owned collection of Lepidoptera. Collection is at owners property. Specimen identification and photographing was assisted by University of Tartu Natural History Museum.

Data set was created as a pilot to mobilize private collection data, also to test digitizing and publishing in Horizon 2020 project ICEDIG.
DOI: 10.48544/e308b9ab-60d4-4e68-ba07-a62138cd86b5
title: De kracht van herstel: Bonaire voedt zichzelf opnieuw
DOI: 10.15468/97imhu
title: SEWBReC Grasshoppers, Bush-crickets and allies (South East Wales)

description: All grasshopper, bush-cricket, cockroach and earwig records held by SEWBReC for the South East Wales region (Insect orders Orthoptera, Dictyoptera and Dermaptera).
DOI: 10.15468/dl.5fq9g7
title: Occurrence Download

description: A dataset containing 621 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mastigosporium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 621 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041354-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2rhew3
title: Occurrence Download

description: A dataset containing 127 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-105.8688 22.19913, -105.7188 22.19913, -105.7188 22.34913, -105.8688 22.34913, -105.8688 22.19913))"
 ]
}

 The dataset includes 127 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041355-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yvb73k
title: Occurrence Download

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

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041356-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/wsyd2b
title: CardObs : Observations naturalistes issues de l'outil CardObs-Données naturalistes de SWIFT Olivier

description: Données saisies dans le cadre d'inventaires spontanés, essentiellement dans le cadre de l'association Philofauna et de l'entreprise naturaliste Melotopic-Swift
DOI: 10.15468/4oqqte
title: Regroupement d'études et d'inventaires-Regroupement de données amphibiens et reptiles récoltées sur la période de 1983-2014 par Cistude Nature

description: Données amphibiens et reptiles récoltées dans le cadre de diverses études et activités bénévoles menées par Cistude Nature de juin 1983 à août 2014.
Pour certaines données, le dénombrement d'individus, le sexe, le stade de développement et le processus d'observation sont spécifiés.
DOI: 10.15468/dl.gk8ssg
title: Occurrence Download

description: A dataset containing 2099 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cylindrocladiella",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2099 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041358-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.24435/materialscloud:ta-fz
title: Deep learning of surface elastic chemical potential in strained films: from statics to dynamics

description: We develop a convolutional neural network (NN) approach able to predict the elastic contribution to chemical potential μₑ at the surface of a 2D strained film given its profile h(x). Arbitrary h(x) profiles are obtained by using a Perlin Noise generator and the corresponding μₑ profiles are calculated either by a Green's function approximation (GA) or by Finite Element Method (FEM). First, a large dataset is produced by exploiting the GA method and it is then used for the training of the NN model. The performance of the trained NN is extensively examined, demonstrating its ability to predict μₑ looking both to the training/validation set and to an additional testing set containing different profiles, including sinusoids, gaussians and sharp peaks never considered in the NN training. The NN is then applied to simulate the morphological evolution of strained Ge films, where the predicted μₑ at each integration timestep plays the role of driving force for material redistribution in competition with a surface energy term (proportional to local curvature) and eventually a wetting energy contribution. Both surface diffusion and evaporation/condensation dynamics are considered and the proposed NN approach is shown to well match the evolution expected by using GA. On this basis, a smaller dataset is built with μₑ profiles calculated by FEM and a new NN model is trained on it. Once again the trained NN-model returns reliable prediction of the FEM μₑ. The findings suggest that the proposed NN-based strategy can be used in replacement of the computationally intensive FEM calculations, enabling the simulation of larger scales and longer time scales untreatable by direct FEM calculation.
DOI: 10.15468/jvrhpr
title: Suivi des oiseaux de passage : programme ACT - Programme ACT : Répartition Etourneau sansonnet 2008 - 2012 Coordonnées GPS Lambert 93

description: Aire de reproduction de l'espèce Etourneau sansonnet fondée sur la présence de mâles chanteurs au printemps (avril – juin), à partir de points d’écoutes répartis le long d’itinéraires échantillons. Environ 5 000 points ont été visités chaque année entre 2008 et 2012
DOI: 10.15468/dl.39mxzb
title: Occurrence Download

description: A dataset containing 505 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-105.7188 22.19913, -105.5688 22.19913, -105.5688 22.34913, -105.7188 22.34913, -105.7188 22.19913))"
 ]
}

 The dataset includes 505 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041359-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5mxcaz
title: Occurrence Download

description: A dataset containing 7816 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Galemys pyrenaicus"
 ]
}

 The dataset includes 7816 records from 125 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041360-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9veudr
title: Occurrence Download

description: A dataset containing 2639 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eucalyptus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2639 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041361-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dvwwru
title: Suivi des oiseaux de passage : programme ACT - Programme ACT : Répartition Pie bavarde 2012 - 2016 Coordonnées GPS Lambert 93

description: Aire de reproduction de l'espèce Pie bavarde fondée sur la présence de mâles chanteurs au printemps (avril – juin), à partir de points d’écoutes répartis le long d’itinéraires échantillons. Environ 5 000 points ont été visités chaque année entre 2012 et 2016
DOI: 10.6084/m9.figshare.30104296
title: DAG-info in leading medical journals

description: DAG-info in leading medical journals
DOI: 10.6084/m9.figshare.30104296.v5
title: DAG-info in leading medical journals

description: DAG-info in leading medical journals
DOI: 10.6084/m9.figshare.30104296.v4
title: DAG-info in leading medical journals

description: DAG-info in leading medical journals
DOI: 10.34973/xbw4-2a37
title: Experimentally Disentangling Redistribution Motives: An Online Behavioral Study

description: In the current study, we propose a novel experimental paradigm to assess how both fairness and self-interest impact redistributive choice. In an online sample of 231 Dutch prolific workers, we demonstrate that the choice of redistributive tax rate was impacted by both factors. However, employing a computational modeling approach, we also find evidence that strategic norms underlie redistributive choice, both in choices observed in the laboratory and the policy views that participants hold. 

In this collection, you can find the raw data obtained from prolific workers: centrally, the decisions they make in the Redistribution Game and their views on various redistributive policies. The demographic data supplied by Prolific is also available along with the analysis scripts
DOI: 10.15468/dl.waazhm
title: Occurrence Download

description: A dataset containing 2517 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-105.5688 22.19913, -105.4188 22.19913, -105.4188 22.34913, -105.5688 22.34913, -105.5688 22.19913))"
 ]
}

 The dataset includes 2517 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041363-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9aqxnw
title: Occurrence Download

description: A dataset containing 738 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cylindrocarpon",
 "HasCoordinate is true"
 ]
}

 The dataset includes 738 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041364-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8cprqp
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ukraine",
 "Geometry POLYGON((31.37082 51.68417,31.37101 51.68417,31.37601 51.68411,31.37613 51.69043,31.37101 51.69031,31.37082 51.69031,31.37082 51.68417))"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041367-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17638554
title: Raw Text Edition of the Middle Dutch "Floris ende Blancefloer" in Leiden, Universiteitsbibliotheek, LTK 191

description: A raw text edition of the Middle Dutch Floris ende Blancefloer based on H. E. Moltzer's 1879 edition of Leiden, Universiteitsbibliotheek, LTK 191. This edition does not include any punctuation—except where it indicates textual loss—in order to make a faithful transcription available to the public.
DOI: 10.15468/dl.m7p6fy
title: Occurrence Download

description: A dataset containing 425 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Corbicula largillierti)",
 "BasisOfRecord is one of (Observation, Human Observation, Material sample, Specimen, Unknown evidence, Machine Observation, Occurrence evidence)",
 "Year is greater than or equal to 1971",
 "Year is less than or equal to 2025",
 "HasCoordinate is true"
 ]
}

 The dataset includes 425 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041366-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qd7kam
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Helianthus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 25 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041365-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.24435/materialscloud:81-bx
title: Deep learning of surface elastic chemical potential in strained films: from statics to dynamics

description: We develop a convolutional neural network (NN) approach able to predict the elastic contribution to chemical potential μₑ at the surface of a 2D strained film given its profile h(x). Arbitrary h(x) profiles are obtained by using a Perlin Noise generator and the corresponding μₑ profiles are calculated either by a Green's function approximation (GA) or by Finite Element Method (FEM). First, a large dataset is produced by exploiting the GA method and it is then used for the training of the NN model. The performance of the trained NN is extensively examined, demonstrating its ability to predict μₑ looking both to the training/validation set and to an additional testing set containing different profiles, including sinusoids, gaussians and sharp peaks never considered in the NN training. The NN is then applied to simulate the morphological evolution of strained Ge films, where the predicted μₑ at each integration timestep plays the role of driving force for material redistribution in competition with a surface energy term (proportional to local curvature) and eventually a wetting energy contribution. Both surface diffusion and evaporation/condensation dynamics are considered and the proposed NN approach is shown to well match the evolution expected by using GA. On this basis, a smaller dataset is built with μₑ profiles calculated by FEM and a new NN model is trained on it. Once again the trained NN-model returns reliable prediction of the FEM μₑ. The findings suggest that the proposed NN-based strategy can be used in replacement of the computationally intensive FEM calculations, enabling the simulation of larger scales and longer time scales untreatable by direct FEM calculation.
DOI: 10.24435/materialscloud:zn-b4
title: Deep learning of surface elastic chemical potential in strained films: from statics to dynamics

description: We develop a convolutional neural network (NN) approach able to predict the elastic contribution to chemical potential μₑ at the surface of a 2D strained film given its profile h(x). Arbitrary h(x) profiles are obtained by using a Perlin Noise generator and the corresponding μₑ profiles are calculated either by a Green's function approximation (GA) or by Finite Element Method (FEM). First, a large dataset is produced by exploiting the GA method and it is then used for the training of the NN model. The performance of the trained NN is extensively examined, demonstrating its ability to predict μₑ looking both to the training/validation set and to an additional testing set containing different profiles, including sinusoids, gaussians and sharp peaks never considered in the NN training. The NN is then applied to simulate the morphological evolution of strained Ge films, where the predicted μₑ at each integration timestep plays the role of driving force for material redistribution in competition with a surface energy term (proportional to local curvature) and eventually a wetting energy contribution. Both surface diffusion and evaporation/condensation dynamics are considered and the proposed NN approach is shown to well match the evolution expected by using GA. On this basis, a smaller dataset is built with μₑ profiles calculated by FEM and a new NN model is trained on it. Once again the trained NN-model returns reliable prediction of the FEM μₑ. The findings suggest that the proposed NN-based strategy can be used in replacement of the computationally intensive FEM calculations, enabling the simulation of larger scales and longer time scales untreatable by direct FEM calculation.
DOI: 10.34740/kaggle/dsv/13775525
title: Peer-to-Peer Boliviano (BOB) Exchange Data