cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.28051079.v2
title: <b>Final Matrix.phy; Evolution of South Asian Mountain biota: dispersal, fine-scale biogeography, phylogenetics and systematics of Nannenini of jumping spiders</b>

description: The assembled matrix of the concatenated mitochondrial and nuclear markers of 43 taxa (22 ingroups, 21 outgroups). Concatenated alignment comprised 1-748 bp for <i>CO1</i>, from 749-1938 bp for <i>28S</i>, from 1939-2299 <i>H3</i> and from 2300-3863 <i>18S</i>. The total length of the final matrix was 3863<b> </b>bp. It is in phylip format
DOI: 10.6084/m9.figshare.28051079.v3
title: <b>Final Matrix.phy; </b><b>Evolution of South Asian Mountain biota: dispersal, fine-scale biogeography, phylogenetics and systematics of Nannenini jumping spiders</b>

description: The assembled matrix of the concatenated mitochondrial and nuclear markers of 43 taxa (22 ingroups, 21 outgroups). Concatenated alignment comprised 1-748 bp for <i>CO1</i>, from 749-1938 bp for <i>28S</i>, from 1939-2299 <i>H3</i> and from 2300-3863 <i>18S</i>. The total length of the final matrix was 3863<b> </b>bp. It is in phylip format
DOI: 10.15468/dl.s2vfqd
title: Occurrence Download

description: A dataset containing 75 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sclerophrys garmani (Meek, 1897)",
 "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 ((31.8862 -21.3285,30.5701 -20.3186,30.5701 -24.0715,35.5909 -24.0715,35.6007 -24.0157,35.6007 -23.8125,35.4969 -23.7035,35.6007 -23.165,35.6007 -22.9702,35.227 -22.2482,34.6862 -21.6944,34.013 -21.3095,33.5 -21.1593,32.9675 -21.1092,32.4352 -21.1612,31.8862 -21.3285))"
 ]
}

 The dataset includes 75 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035777-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.encmg2
title: Occurrence Download

description: A dataset containing 117 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dioscorea wallichii Hook.f."
 ]
}

 The dataset includes 117 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035776-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15638862
title: AI Image Generator Ethics Perception Survey Dataset of Students and the Public

description: Data was taken using the Google Form platform and analyzed directly using Spreadsheet. Data analysis process can be seen in the Survei Akademik (Jawaban Kuesioner).xlsx
DOI: 10.5281/zenodo.15638861
title: AI Image Generator Ethics Perception Survey Dataset of Students and the Public

description: Data was taken using the Google Form platform and analyzed directly using Spreadsheet. Data analysis process can be seen in the Survei Akademik (Jawaban Kuesioner).xlsx
DOI: 10.15468/dl.xbftuy
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Impatiens psittacina Hook.fil."
 ]
}

 The dataset includes 50 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035779-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8zk5pu
title: Occurrence Download

description: A dataset containing 8926 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "PublishingOrg is e2e717bf-551a-4917-bdc9-4fa0f342c530",
 "TaxonKey is Poecile lugubris (Temminck, 1820)"
 ]
}

 The dataset includes 8926 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035778-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/hrhkpd
title: Replication Data for Chemical fate of ascorbic acid in wheat flour extract: impact of dissolved molecular oxygen (O2), metal ions, wheat endogenous enzymes and glutathione (GSH)

description: NMR dataset
DOI: 10.5281/zenodo.10428829
title: RCT NOVICE Surgeon training Lübeck Toolbox

description: Surgeon residents were rated by GOALS score at their first operations by masked raters. Some had trained with the Lübeck Toolbox until sufficiently proficient in a waiting group design. 

The study protocol was published here: https://doi.org/10.1016/j.isjp.2020.02.004

The article with the results is published here: http://dx.doi.org/10.1097/JS9.0000000000002304
DOI: 10.5281/zenodo.10428830
title: RCT NOVICE Surgeon training Lübeck Toolbox

description: Surgeon residents were rated by GOALS score at their first operations by masked raters. Some had trained with the Lübeck Toolbox until sufficiently proficient in a waiting group design. 

The study protocol was published here: https://doi.org/10.1016/j.isjp.2020.02.004

The article with the results is published here: http://dx.doi.org/10.1097/JS9.0000000000002304
DOI: 10.5281/zenodo.14989837
title: The PhIP-Seq repertoires of the 120 individuals with PSC from ElAbd et al.; 2025; Nat Med manuscript

description: The dataset contains the bam file for 120 individuals with PSC aligned to the phage library described in the manuscript.
DOI: 10.5281/zenodo.14989838
title: The PhIP-Seq repertoires of the 120 individuals with PSC from ElAbd et al.; 2025; Nat Med manuscript

description: The dataset contains the bam file for 120 individuals with PSC aligned to the phage library described in the manuscript.
DOI: 10.15468/dl.hf95cg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sclerophrys garmani (Meek, 1897)",
 "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 ((27.1586 -33.5889,28.2048 -32.9007,25.5395 -32.9007,25.5395 -34.1098,25.6468 -34.1222,25.7787 -34.0734,25.7098 -33.9109,25.8639 -33.797,26.4806 -33.8473,27.1586 -33.5889))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035780-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.14989788
title: The PhIP-Seq repertoires of the 202 healthy controls from ElAbd et al.; 2025; Nat Med manuscript

description: The dataset contains the bam file for the 202 healthy controls aligned to the phage library described in the manuscript.
DOI: 10.5281/zenodo.14989789
title: The PhIP-Seq repertoires of the 202 healthy controls from ElAbd et al.; 2025; Nat Med manuscript

description: The dataset contains the bam file for the 202 healthy controls aligned to the phage library described in the manuscript.
DOI: 10.48597/3fgs-gbqz
title: Heavy metals at Kotinen

description: Measurement of Heavy metals at Kotinen
DOI: 10.48597/p6f2-tf3j
title: Measurement of Heavy metals at Kotinen

description: Measurement of Heavy metals at Kotinen
DOI: 10.48597/c3pk-w595
title: Measurement of Heavy metals at Kotinen

description: Measurement of Heavy metals at Kotinen
DOI: 10.48597/dnnf-u8fw
title: Measurement of Heavy metals at Kotinen

description: Measurement of Heavy metals at Kotinen
DOI: 10.48597/j879-y6w6
title: Measurement of Heavy metals at Kotinen

description: Measurement of Heavy metals at Kotinen
DOI: 10.48597/kxrn-2ywh
title: Measurement of Heavy metals at Kotinen

description: Measurement of Heavy metals at Kotinen
DOI: 10.48597/mp7h-8rev
title: Measurement of Heavy metals at Kotinen

description: Measurement of Heavy metals at Kotinen
DOI: 10.48597/8dtx-kmhj
title: Measurement of Heavy metals at Kotinen

description: Measurement of Heavy metals at Kotinen
DOI: 10.48597/uh2t-cstx
title: Measurement of Heavy metals at Kotinen

description: Measurement of Heavy metals at Kotinen
DOI: 10.48597/eskd-zvd4
title: Measurement of Heavy metals at Kotinen

description: Measurement of Heavy metals at Kotinen
DOI: 10.48597/nxkv-tdqx
title: Measurement of Heavy metals at Kotinen

description: Measurement of Heavy metals at Kotinen
DOI: 10.48597/uh9c-xegz
title: Measurement of Heavy metals at Kotinen

description: Measurement of Heavy metals at Kotinen
DOI: 10.48597/wry3-qprd
title: Measurement of Heavy metals at Kotinen

description: Measurement of Heavy metals at Kotinen
DOI: 10.48597/z2ju-6b4z
title: Measurement of Heavy metals at Kotinen

description: Measurement of Heavy metals at Kotinen
DOI: 10.15468/dl.6q6vnf
title: Occurrence Download

description: A dataset containing 7666 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "DatasetKey is one of (iNaturalist Research-grade Observations, NEON breeding landbird point counts, Birda - Global Observation Dataset, Xeno-canto - Bird sounds from around the world, Observation.org, Nature data from around the World, MSB Bird Collection (Arctos), KUBI Ornithology Collection, DMNS Bird Collection (Arctos), MVZ Bird Collection (Arctos))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Poecile gambeli (Ridgway, 1886)",
 "Year 2020-2025"
 ]
}

 The dataset includes 7666 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035781-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18150/2k5hom
title: Economic man and behavioral research assumptions in economics

description: The dataset contains data used in the article Economic Man and Behavioral Research Assumptions in Economics. This empirical study investigates the ongoing relevance of the homo oeconomicus (HOE) model – an idealized, rational, and self-interested economic agent – in contemporary economic research and teaching. The study explores the frequency with which five core HOE dimensions are employed as assumptions: pursuit of economic benefit, consistent preferences, absence of cognitive limitations, optimization, and self-interest. The data comes from a representative survey conducted in October-November 2024, involving 378 respondents - researchers conducting research in economics in Poland.
DOI: 10.15468/dl.n8gmh2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sclerophrys garmani (Meek, 1897)",
 "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 ((18.2339 -32.5266,18.1411 -32.657,18.1007 -32.7021,18.0224 -32.6366,17.8923 -32.6419,17.754 -32.8255,17.7723 -32.9007,20.509 -32.9007,20.509 -28.5786,16.2782 -28.5786,16.4358 -28.7202,16.726 -29.1235,17.1957 -30.3752,17.6655 -31.1743,18.1322 -31.7679,18.2495 -32.2638,18.2339 -32.5266))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035782-250525065834625/datasets/export for details.
DOI: 10.15468/dl.yug47b
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Embelia tsjeriam-cottam (Roem. & Schult.) A.DC.",
 "Country is Nepal",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035783-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6jyq6z
title: Occurrence Download

description: A dataset containing 112 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Apletodon incognitus Hofrichter & Patzner, 1997"
 ]
}

 The dataset includes 112 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035784-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5emzxm
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sclerophrys garmani (Meek, 1897)",
 "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 ((15.6372 -28.0032,16.2782 -28.5786,20.509 -28.5786,20.509 -24.0715,15.4933 -24.0715,15.4945 -24.1257,16.0509 -25.6631,15.6372 -28.0032))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035785-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15639222
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250611j Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250611j Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.5281/zenodo.15639223
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250611j Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250611j Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.15468/dl.bbmfxv
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sclerophrys garmani (Meek, 1897)",
 "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 ((15.4784 -23.4046,15.4933 -24.0715,20.509 -24.0715,20.509 -24.0455,20.0952 -23.5072,19.9968 -23.017,19.7843 -22.5405,19.1988 -21.8785,18.5972 -21.5447,17.8859 -21.3993,17.1626 -21.4805,16.5332 -21.7596,16.1257 -22.0882,15.8234 -22.4662,15.606 -22.8993,15.4784 -23.4046))"
 ]
}

 The dataset includes 18 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035787-250525065834625/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.29290508
title: Vocabulary_Dataset.csv

description: This case study explores how meaning-based vocabulary instruction can support more inclusive language learning in a primary school serving socioeconomically disadvantaged students. Conducted in a publicly funded school where many learners lack access to private language courses due to financial constraints, the study aimed to create equitable learning experiences
DOI: 10.6084/m9.figshare.29290508.v1
title: Vocabulary_Dataset.csv

description: This case study explores how meaning-based vocabulary instruction can support more inclusive language learning in a primary school serving socioeconomically disadvantaged students. Conducted in a publicly funded school where many learners lack access to private language courses due to financial constraints, the study aimed to create equitable learning experiences
DOI: 10.6084/m9.figshare.29236112.v2
title: <b>Contextual Literature Reviews in Urban Studies</b>

description: <b>Practical Strategies and Guidance for Contextual Literature Reviews in Urban Studies</b>
DOI: 10.14466/cefasdatahub.75
title: Northwest European shelf seas, Phytoplankton pigments, 2010 to 2019

description: These data contain concentrations in micrograms per litre (ug/L) of the individual accessory pigments of phytoplankton measured by High Pressure Liquid Chromatography (HPLC). Pigment samples were taken primarily on Cefas fisheries and SmartBuoy cruises and sent to DHI laboratory in Denmark for HPLC analysis. Data was then sent back to Cefas and matched with metadata and quality controlled. Chlorophyll concentrations from this dataset have a variety of uses: for assessment of concentrations for purposes such as eutrophication assessments, validation of remote sensing derived chlorophyll estimates, as a proxy for phytoplankton biomass, or to calibrate fluorometers. Pigment concentrations can be applied like a fingerprint to derive phytoplankton functional types and give information about the phytoplankton community. 2 litre water samples were collected on board the RV Cefas Endeavour from the continuous flow ferrybox water supply (4m depth), or from Niskin bottles on a rosette fired at particular depths. Water samples were filtered through a Whatman GFF filter, and immediately frozen in liquid nitrogen (2010-2012) or in a -80°C freezer on board (other years). Pigments were stored at -80°C for 1-4 months, before being selected for analysis, then transferred to the analysis laboratory (DHI; Horsholm, Denmark) using dry ice. Pigments were extracted adding 6 ml of 95% acetone (and an internal standard, vitamin E) to each filter. The samples were sonicated in an ice-cold sonication bath for 10 min and extracted at 4 °C for 20 hours. The samples were then filtered through 0.2 µm Teflon syringe filter into HPLC vials. Buffer and samples were injected on HPLC (Shimadzu LC-10A HPLC system with LC Solution software) in the ratio 5:2 using a pre-treatment program and mixing in the loop before injection (Schlüter et al 2016). The HPLC method used was the Van Heukelem & Thomas (2005) method where the gradient was adjusted to optimise the resolution of the pigments. The raw data were stored in an MS Access database. Quality control was performed after Aiken et al 2009. Samples were removed if they had insufficient chlorophyll (less than 0.04ug/L), a ratio of above 0.5 of degradation pigments (chlorophyllide + pheophorbide + pheophytin) to chlorophyll a, or if there was a difference between total chlorophyll a (TChla) and accessory pigments (AP) of more than 40% of the total pigments. Additionally, where at least 5 samples were collected for a survey, total chlorophyll a was regressed against total accessory pigments, and the data from the survey was rejected if the regression was poor (r2 less than 0.75, slope less than 0.65 or less than 1.4).
DOI: 10.4121/85b64719-1729-456f-a59d-955e7ff45b4e
title: Data underlying the publication: Laboratory-based in situ and operando tri-color X-ray photoelectron spectroscopy

description: Innovative approaches to study buried interfaces and heterogenous interactions under reaction conditions are crucial for advancing energy and catalytic materials. Our Near-Ambient Pressure X-ray Photoelectron Spectroscopy (NAP-XPS) setup is equipped with a novel tri-color X-ray source, with Al Kα, Ag Lα, and Cr Kα excitation energies, enabling information depth-selective operando and in situ analysis of solid-liquid, solid-gas, and solid-solid interfaces. We present three case studies to demonstrate the systems’ capabilities. First, we compare experimental depth profiling of a LaMnO3/LaFeO3/Nb:SrTiO3 multilayer with SESSA simulations. Second, we examine the oxidation and reduction of FexOy as a function of environment and temperature. Finally, the Pt/liquid electrolyte interface is examined, revealing surface oxidation in the absence of bulk oxidation. As our results confirm, the unique combination of a NAP-XPS with the novel tri-color X-ray source empowers laboratory-based in situ and operando XPS characterization of advanced materials under reaction conditions in a wide range of applications.
DOI: 10.4121/85b64719-1729-456f-a59d-955e7ff45b4e.v1
title: Data underlying the publication: Laboratory-based in situ and operando tri-color X-ray photoelectron spectroscopy

description: Innovative approaches to study buried interfaces and heterogenous interactions under reaction conditions are crucial for advancing energy and catalytic materials. Our Near-Ambient Pressure X-ray Photoelectron Spectroscopy (NAP-XPS) setup is equipped with a novel tri-color X-ray source, with Al Kα, Ag Lα, and Cr Kα excitation energies, enabling information depth-selective operando and in situ analysis of solid-liquid, solid-gas, and solid-solid interfaces. We present three case studies to demonstrate the systems’ capabilities. First, we compare experimental depth profiling of a LaMnO3/LaFeO3/Nb:SrTiO3 multilayer with SESSA simulations. Second, we examine the oxidation and reduction of FexOy as a function of environment and temperature. Finally, the Pt/liquid electrolyte interface is examined, revealing surface oxidation in the absence of bulk oxidation. As our results confirm, the unique combination of a NAP-XPS with the novel tri-color X-ray source empowers laboratory-based in situ and operando XPS characterization of advanced materials under reaction conditions in a wide range of applications.
DOI: 10.6084/m9.figshare.29236112.v3
title: <b>Contextual Literature Reviews in Urban Studies</b>

description: <b>Practical Strategies and Guidance for Contextual Literature Reviews in Urban Studies</b>
DOI: 10.5517/ccdc.csd.cc2m0ps4
title: CCDC 2413746: Experimental Crystal Structure Determination

description: Related Article: R. Gajda, M. Chodkiewicz, D. Zhang, P. Nguyen, V. Prakapenka, K. Wozniak|2025|IUCrJ|12|288|doi:10.1107/S2052252525002581
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.karcnc
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sclerophrys garmani (Meek, 1897)",
 "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 ((25.5395 -28.5786,20.509 -28.5786,20.509 -32.9007,25.5395 -32.9007,25.5395 -28.5786))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035788-250525065834625/datasets/export for details.
DOI: 10.48597/ekaa-g5pg
title: Heavy metals at Kotinen

description: Measurement of Heavy metals at Kotinen
DOI: 10.48597/tkp2-nvtz
title: Measurement of Heavy metals at Kotinen

description: Measurement of Heavy metals at Kotinen
DOI: 10.48597/2pha-ksba
title: Measurement of Heavy metals at Kotinen

description: Measurement of Heavy metals at Kotinen
DOI: 10.15468/dl.94z8hb
title: Occurrence Download

description: A dataset containing 64 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Abscondita terminalis (E.Olivier, 1883)"
 ]
}

 The dataset includes 64 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035791-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.