cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/q457rc
title: Global Lacustrine Diatoms

description: Upper cm of the deepest part of a lake has been sampled. Taxonomic identification at Genus level.
DOI: 10.1594/pangaea.55922
title: Dinoflagellate cysts in western equatorial Atlantic surface sediments

description: In contrast to the wide range of studies carried out in temperate and high-latitude oceanic regions, only a few studies have focused on recent and Holocene organic-walled dinoflagellate cyst assemblages from the tropics. This information is, however, essential for fully understanding the ability of species to adapt to different oceanographic regimes, and ultimately their potential application to local and regional palaeoenvironmental and palaeoceanographic reconstructions. Surface sediment samples of the western equatorial Atlantic Ocean north of Brazil, an area greatly influenced by Amazon River discharge waters, were therefore analysed in detail for their organic-walled dinoflagellate cyst content. A diverse association of 43 taxa was identified, and large differences in cyst distribution were observed. The cyst thanatocoenosis in bottom sediments reflects the seasonal advection of Amazon River discharge water through the Guyana Current and the North Equatorial Countercurrent well into the North Atlantic. To establish potential links between cyst distribution and the environmental conditions of the upper water column, distribution patterns were compared with mean temperature, salinity, density and stratification gradients within the upper water column (0–100 m) over different times of the year, using correspondence analysis and canonical correspondence analysis. The analyses show that differences in these parameters only play a subordinate role in determining species distribution. Instead, nutrient availability, or related factors, dominates the distribution pattern. The only possible indicators of slightly reduced salinities are Trinovantedinium applanatum and Lingulodinium machaerophorum. Four assemblage groups of cyst taxa with similar environmental affinities related to specific water masses/currents can be distinguished and have potential for palaeoenvironmental reconstruction.
description: Supplement to: Vink, Annemiek; Zonneveld, Karin A F; Willems, Helmut (2000): Organic-walled dinoflagellate cysts in western equatorial Atlantic surface sediments: Distributions and their relation to environment. Review of Palaeobotany and Palynology, 112(4), 247-286
DOI: 10.15468/xirfpz
title: Aves Argentinas / Asociación Ornitológica del Plata - Conteo anual de chorlos de pastizal en Argentina - Campañas 2009-2010

description: Conteos de chorlos de pastizal llevado a cabo en las provincias de Santa Fe, Corrientes y Buenos Aires durante los años 2009 y 2010 con el objetivo de obtener información sobre su distribución, abundancia y uso del hábitat. Esta campaña es impulsada por la iniciativa "Alianza del Pastizal" enfocada en la conservación de los pastizales naturales del Cono Sur de Sudamérica. Grassland plovers count conducted in the provinces of Santa Fe, Corrientes and Buenos Aires in 2009 and 2010 with the aim of obtaining information about the distribution, abundance and habitat use. This campaign is driven by the initiative "Alianza del Pastizal" focused on the conservation of natural grasslands of southern South America.
DOI: 10.1594/pangaea.547759
title: Phytoplankton abundance at station Rigel_4_2005-03 in March 2005, Chipana, Chile
DOI: 10.1594/pangaea.226963
title: (Fig. 5b) Limacina dissolution index of sediment core GeoB2204-1
DOI: 10.1594/pangaea.547769
title: Phytoplankton abundance at station Rigel_2_2005-05 in May 2005, Chipana, Chile
DOI: 10.1594/pangaea.55698
title: Abundance of Globorotalia menardii of sediment core GeoB2821-1
DOI: 10.1594/pangaea.226967
title: (Fig. 5c) Limacina dissolution index of sediment core GeoB2207-2
DOI: 10.1594/pangaea.547785
title: Phytoplankton abundance at station Rigel_6_2005-08 in August 2005, Chipana, Chile
DOI: 10.1594/pangaea.72161
title: Plasm bearing foraminifera counts from M35/1_MSN1043
DOI: 10.15468/dqx4ta
title: Aves Argentinas / Asociación Ornitológica del Plata - Conteo anual de chorlos de pastizal en Argentina - Campaña marzo 2007

description: Conteo de chorlos de pastizal llevado a cabo en las provincias de Santa Fe, Córdoba y Buenos Aires durante marzo del año 2007 con el objetivo de obtener información sobre su distribución, abundancia y uso del hábitat. Esta campaña es impulsada por la iniciativa "Alianza del Pastizal" enfocada en la conservación de los pastizales naturales del Cono Sur de Sudamérica. Grassland plovers count conducted in the provinces of Santa Fe, Cordoba and Buenos Aires in March 2007 with the aim of obtaining information about the distribution, abundance and habitat use. This campaign is driven by the initiative "Alianza del Pastizal" focused on the conservation of natural grasslands of southern South America.
DOI: 10.1594/pangaea.804012
title: Benthic hard-bottom communities abundance at X-Huinay, Comau Fjord, Chile, in 2012
DOI: 10.1594/pangaea.547778
title: Phytoplankton abundance at station Rigel_5_2005-07 in July 2005, Chipana, Chile
DOI: 10.1594/pangaea.672027
title: Nanoplankton data off Chipana Bay, summer 2006, Chile
DOI: 10.1594/pangaea.547775
title: Phytoplankton abundance at station Rigel_2_2005-07 in July 2005, Chipana, Chile
DOI: 10.1594/pangaea.808312
title: (Table 2) Benthic isopod species of the Ross Sea, their bathymetry and distribution in the Southern Ocean

description: Besides a literature-based research, material from the 19th Italica expedition was used to enlarge the species list. This expedition took place in February 2004. Abundance as follows: + = present, - = absent.
DOI: 10.1594/pangaea.804022
title: Succession of benthic hard-bottom communities abundance at X-Huinay, Comau Fjord, Chile, in 2010
DOI: 10.15468/hvqr5w
title: Male sleeping aggregation of multiple Eucerini bee genera (Hymenoptera: Apidae) in Chapada Diamantina, Bahia, Brazil

description: Males of some groups of bees have to find a place outside the nests to sleep, sometimes forming “male sleeping aggregations”. Here we report the first record of “dense” male sleeping aggregation of two different genera of Eucerini bees observed in Bahia, Brazil. We discuss the possible aim of this kind of aggregation as well the plant utilized on aggregate.
DOI: 10.15468/zhkptc
title: UWIZM Cerambycidae Beetles

description: This dataset contains some of the records from the Beetle Family Cerambycidae in the UWIZM collections.
DOI: 10.1594/pangaea.547758
title: Phytoplankton abundance at station Rigel_3_2005-03 in March 2005, Chipana, Chile
DOI: 10.15468/dl.mr92lq
title: Occurrence Download

description: A dataset containing 72786 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is United States of America",
 "Country is Mexico",
 "Country is Argentina",
 "Country is Paraguay",
 "Country is Chile",
 "Country is Colombia",
 "Country is Peru",
 "Country is Brazil"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Bartramia longicauda (Bechstein, 1812)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 72786 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006247-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.1594/pangaea.788344
title: (Table T3) Planktonic foraminifera abundance of ODP Site 170-1041 sediments
DOI: 10.1594/pangaea.547762
title: Phytoplankton abundance at station Rigel_1_2005-04 in April 2005, Chipana, Chile
DOI: 10.1594/pangaea.55700
title: Abundance of Globorotalia menardii of sediment core GeoB2822-2
DOI: 10.15468/dl.v3aikc
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006259-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/w6lmuz
title: Onychophora of Costa Rica (INBio)

description: Occurrence records of the Onychophora phylum collected, identified, digitized, and published by the National Biodiversity Institute (INBio) of Costa Rica.
DOI: 10.15468/dl.4vmda3
title: Occurrence Download

description: A dataset containing 14630 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Dives warczewiczi (Cabanis, 1861)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 14630 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006250-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ru6snd
title: Occurrence Download

description: A dataset containing 43654150 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-95.27344 -59.17593,-27.07031 -59.17593,-27.07031 14.60485,-95.27344 14.60485,-95.27344 -59.17593))",
 "Year 1990-2019",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 43654150 records from 3020 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006242-190621201848488/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.29340971
title: animal-personality_space-use_survival

description: These data and scripts accompany the paper: "Yen, I., & Mortelliti, A. "Linking animal personality to space-use and survival: Insights from a long-term forest experiment". These data can be used to replicate all main analyses in the paper and are not intended for use in other publications. Please contact the authors if you would like to collaborate on a project using these data. If additional comments or questions arise, please contact Alessio Mortelliti (alessio.mortelliti@units.it) or Ivy Yen (ivy.yen@maine.edu).
DOI: 10.6084/m9.figshare.29340971.v1
title: animal-personality_space-use_survival

description: These data and scripts accompany the paper: "Yen, I., & Mortelliti, A. "Linking animal personality to space-use and survival: Insights from a long-term forest experiment". These data can be used to replicate all main analyses in the paper and are not intended for use in other publications. Please contact the authors if you would like to collaborate on a project using these data. If additional comments or questions arise, please contact Alessio Mortelliti (alessio.mortelliti@units.it) or Ivy Yen (ivy.yen@maine.edu).
DOI: 10.17617/3.yiu9ze
title: Electron Spillover into Water Layers: A Quantum Leap in Understanding Capacitance Behavior

description: This dataset contains the ab initio molecular dynamics (AIMD) input files used for simulating the Pt(111)/water interface, as presented in the accompanying publication. The files include the system setup for our DFT-PCH method, and parameters necessary for reproducing the simulations, such as the exchange-correlation functional, pseudopotentials.
DOI: 10.5281/zenodo.15485183
title: Anonymized manuscript for peer review. Dataset on Pre-Service Teachers' Understanding of the Nature of Science through Authentic Scientific Contexts by PRISMA protocol

description: Data Availability for the Manuscript Submitted to Studies in Science Education

Authors anonymized for peer review.

This dataset is provided with the intention of sharing the information from the articles used in the development of the systematic review for the manuscript submitted to Studies in Science Education in May 2025, titled: Understanding the nature of science in pre-service teacher training through authentic scientific contexts: a systematic review. The aim of the study was to systematically analyze the literature on the use of authentic scientific contexts as a strategy to enhance understanding of the Nature of Science (NOS) in pre-service teacher education, using the PRISMA protocol.

Inclusion criteria used for article search and selection:





Document type: Peer-reviewed article




Publication year: 2005–2025




Population: Pre-service teachers




Language: English or Spanish




Keywords: nature of science, authentic science, real science experience, preservice teachers, NOS understanding



File contents:The attached file contains three sheets:





“Article sample” – A table listing the sample of studies analyzed, organized by five criteria: article number, year of publication, authors, study title, and DOI.




“Data systematization” – A table showing the authors’ agreed-upon classification of the articles according to analysis subcategories. Frequencies and resulting percentages are also included.




“ENA preparation” – This sheet contains the binary-coded data for each article based on the analysis subcategories. These codings were used to prepare the dataset for processing through Epistemic Network Analysis (https://app.epistemicnetwork.org).



Research context:Articles were systematically searched and selected in Web of Science, Scopus and Springer between January and March 2025, following the PRISMA protocol.

File format:Excel spreadsheet (.xlsx)
DOI: 10.5281/zenodo.15485184
title: Dataset on Pre-Service Teachers' Understanding of the Nature of Science through Authentic Scientific Contexts by PRISMA protocol

description: Data Availability for the Manuscript Submitted to Studies in Science EducationThis dataset is provided with the intention of sharing the information from the articles used in the development of the systematic review for the manuscript submitted to Studies in Science Education in May 2025, titled: Understanding the nature of science in pre-service teacher training through authentic scientific contexts: a systematic review. The aim of the study was to systematically analyze the literature on the use of authentic scientific contexts as a strategy to enhance understanding of the Nature of Science (NOS) in pre-service teacher education, using the PRISMA protocol.

Inclusion criteria used for article search and selection:





Document type: Peer-reviewed article




Publication year: 2005–2025




Population: Pre-service teachers




Language: English or Spanish




Keywords: nature of science, authentic science, real science experience, preservice teachers, NOS understanding



File contents:The attached file contains three sheets:





“Article sample” – A table listing the sample of studies analyzed, organized by five criteria: article number, year of publication, authors, study title, and DOI.




“Data systematization” – A table showing the authors’ agreed-upon classification of the articles according to analysis subcategories. Frequencies and resulting percentages are also included.




“ENA preparation” – This sheet contains the binary-coded data for each article based on the analysis subcategories. These codings were used to prepare the dataset for processing through Epistemic Network Analysis (https://app.epistemicnetwork.org).



Research context:Articles were systematically searched and selected in Web of Science, Scopus and Springer between January and March 2025, following the PRISMA protocol.

File format:Excel spreadsheet (.xlsx)
DOI: 10.15468/dl.etcte4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lobelia patula L.f.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((27.1332 -20.158,25.5395 -23.2724,25.5395 -24.0715,30.5701 -24.0715,30.5701 -20.3186,29.6496 -19.6123,28.947 -19.4003,28.1821 -19.4609,27.6072 -19.7214,27.1332 -20.158))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051585-250525065834625/datasets/export for details.
DOI: 10.15468/dl.2ad4vc
title: Occurrence Download

description: A dataset containing 1604 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Chamaecrista kirkii (Oliv.) Standl."
 ]
}

 The dataset includes 1604 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051586-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15684142
title: Data for dice chapter

description: Data and notebooks to produce the plots from the chapter "Josephson Junction Arrays on the Dice Lattice atFrustration f = 1/3"
DOI: 10.5281/zenodo.15684143
title: Data for dice chapter

description: Data and notebooks to produce the plots from the chapter "Josephson Junction Arrays on the Dice Lattice atFrustration f = 1/3"
DOI: 10.15468/dl.pr9z47
title: Occurrence Download

description: A dataset containing 86 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lobelia patula L.f.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((25.0214 -34.0501,25.5395 -34.1098,25.5395 -32.9007,20.509 -32.9007,20.509 -34.5676,20.524 -34.555,20.8859 -34.5419,20.9606 -34.4398,21.2995 -34.5131,21.5296 -34.4338,21.8696 -34.4439,22.0323 -34.2835,22.221 -34.2428,22.2566 -34.1304,22.5993 -34.0741,22.9652 -34.1674,23.4069 -34.1858,23.4955 -34.0792,23.6056 -34.0563,24.8471 -34.2877,24.9447 -34.2397,25.0214 -34.0501))"
 ]
}

 The dataset includes 86 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051587-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.29341219
title: Ferguson_et_al_2025_ESM from On the linear stability of boundary layer flows induced by the translation of a wavy surface

description: All the codes used to produce the results that appear in the paper can be found in the .zip file with the above title. Within the main folder are four subfolders containing separate directors for both plots and codes.
DOI: 10.6084/m9.figshare.29341219.v1
title: Ferguson_et_al_2025_ESM from On the linear stability of boundary layer flows induced by the translation of a wavy surface

description: All the codes used to produce the results that appear in the paper can be found in the .zip file with the above title. Within the main folder are four subfolders containing separate directors for both plots and codes.
DOI: 10.6084/m9.figshare.29341221
title: Prediction evolution animation with training from Toward a general physics-informed neural network for amorphous shape memory polymer modelling

description: Due to the complex behaviour of amorphous shape memory polymers (SMPs), traditional constitutive models often struggle with material-specific limitations, challenging curve-fitting, history-dependent stress calculations and error accumulation from stepwise calculation for governing equations. In this study, we propose a physics-informed artificial neural network (PIANN) that integrates a conventional neural network with a strain-based phase transition framework to predict the constitutive behaviour of amorphous SMPs. The model is validated using five temperature–stress datasets and four temperature–strain datasets, including experimental data from four types of SMPs and simulation results from a widely accepted model. PIANN predicts four key shape memory behaviours: stress evolution during hot programming, stress recovery following both cold and hot programming and free strain recovery during heating branch. Notably, it predicts recovery strain during heating without using any heating data for training. Comparisons with experimental data show excellent agreement in both programming (cooling) and recovery (heating) branches. Remarkably, the model achieves this performance with as few as two temperature–stress curves in the training set. Overall, PIANN addresses common challenges in SMP modelling by eliminating history dependence, improving curve-fitting accuracy and significantly enhancing computational efficiency. This work represents a substantial step forward in developing generalizable models for SMPs.
DOI: 10.6084/m9.figshare.29341221.v1
title: Prediction evolution animation with training from Toward a general physics-informed neural network for amorphous shape memory polymer modelling

description: Due to the complex behaviour of amorphous shape memory polymers (SMPs), traditional constitutive models often struggle with material-specific limitations, challenging curve-fitting, history-dependent stress calculations and error accumulation from stepwise calculation for governing equations. In this study, we propose a physics-informed artificial neural network (PIANN) that integrates a conventional neural network with a strain-based phase transition framework to predict the constitutive behaviour of amorphous SMPs. The model is validated using five temperature–stress datasets and four temperature–strain datasets, including experimental data from four types of SMPs and simulation results from a widely accepted model. PIANN predicts four key shape memory behaviours: stress evolution during hot programming, stress recovery following both cold and hot programming and free strain recovery during heating branch. Notably, it predicts recovery strain during heating without using any heating data for training. Comparisons with experimental data show excellent agreement in both programming (cooling) and recovery (heating) branches. Remarkably, the model achieves this performance with as few as two temperature–stress curves in the training set. Overall, PIANN addresses common challenges in SMP modelling by eliminating history dependence, improving curve-fitting accuracy and significantly enhancing computational efficiency. This work represents a substantial step forward in developing generalizable models for SMPs.
DOI: 10.6084/m9.figshare.29341222
title: Supplementary Information from Stabilizing unconditional cooperation

description: The ultimate goal of research on the evolution of cooperation could be conceived as finding a method for stabilizing strategies that always cooperate, that never deviate from cooperation, that never exploit, and never retaliate, because all such activities are inherently problematic. The hope of achieving this cooperative utopia seems unjustified, especially in the context of direct reciprocity, which relies on the principle that cooperative partner strategies succeed in defending themselves by using moderate retaliation. Here, we propose a dynamic that goes a certain way towards achieving the desirable goal. In the ground state, the population consists of individuals that use always-cooperate (ALLC). Occasionally defectors, in the form of always-defect (ALLD), invade the population. Their presence triggers a mutation from ALLC to another strategy, X, with the aim to avert the take-over of defectors. In the absence of X, ALLD dominates ALLC, but in the presence of X, the invasion attempt might fail and subsequently the ALLC ground state can be restored. We study this mutation-selection process in finite and infinite populations. We identify the properties of the ideal rescue strategy. We derive an optimum mutation rate that maximally stabilizes ALLC.