cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17700651
title: MD simulations of ChiZ with ions

description: Gromacs Molecular dynamics trajectory files (.xtc) and molecular structure file (.gro) for ChiZ with ions using different initial structures and forcefields. Trajectories contain only protein and ions, no water. Simulations are related to "Conformational Rigidity Classification in Intrinsically Disordered Proteins via Integrated NMR and MD Simulations" https://doi.org/10.26434/chemrxiv-2025-m5m0p
DOI: 10.7910/dvn/pqe0qs
title: Replication Data for: A Meta-Analysis of Attitudes Towards Migrants and Displaced Persons

description: This replication package accompanies the BJPS article “A Meta-Analysis of Attitudes Towards Migrants and Displaced Persons”. It contains all data and code required to reproduce the analyses, figures, and tables presented in the paper and Supplementary Information. The package includes cleaned study-level data, publicly available datasets from UNHCR and UNDESA, and R scripts for data preparation, meta-analytic estimation, and visualization. Machine-learning replication materials for SI Section D are also provided for transparency.
DOI: 10.7807/immo:red:hk:v5
title: RWI Real Estate Data - Hauskauf
title: RWI Real Estate Data - Houses for Sale

description: ImmobilienScout24 ist die größte Immobilien-Internetplattform in Deutschland. Auf der Website werden sowohl Immobilien zur privaten als auch zur gewerblichen Nutzung angeboten. Die Daten umfassen jedoch nur Wohnimmobilien. Der Datensatz umfasst die meisten auf der Plattform erhobenen Merkmale wie z.B. Preis, Größe und Ausstattung der Wohneinheit, aber auch generierte Informationen wie die Dauer der Inseratverfügbarkeit.
description: ImmobilienScout24 is the largest real estate internet platform in Germany. Properties for private as well as commercial use are offered on the website. However, the data only cover residential properties. The dataset covers most characteristics collected on the platform like price, size and characteristics of the housing unit but also automatically generated items like the duration of the advertisement spell.
description: RWI-GEO-RED
description: RWI-GEO-RED
description: Computer-based observation
description: alle Häuser zum Verkauf auf der Webseite ImmobilienScout24
description: all houses for sale at ImmobilienScout24
description: full sample
DOI: 10.15468/dl.jqa329
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((29.822 -18.39, 29.872 -18.429, 29.925 -18.4, 29.934 -18.31, 29.867 -18.288, 29.828 -18.325, 29.822 -18.39))",
 "KingdomKey is Plantae",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1950",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)"
 ]
}

 The dataset includes 22 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005868-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sru5un
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mammalia",
 "HasCoordinate is true",
 "Geometry POLYGON ((-120.7965 36.70053, -120.801 36.70278, -120.8026 36.70141, -120.8003 36.69831, -120.7965 36.70053))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005869-251120083545085/datasets/export for details.
DOI: 10.48733/no2.24.003
title: The measurement of the stretched resonance states decay in the 14N nucleus

description: &lt;br&gt;The set of coincidence data in a form of the Egamma-Ex matrix (gamma energy, in keV, vs. excitation energy of the 13C nucleus, in MeV) collected during the experiment with inelastic scattering of proton beam on the 14N target („Study of M4 stretched configuration decay in 14N”) performed at CCB IFJ PAN. The data are saved in ROOT format.&lt;br&gt;

&lt;br&gt;Zbiór danych koincydencyjnych w postaci macierzy Egamma-Ex (energia kwantów gamma, wyrażona w keV, vs. energia wzbudzenia jądra 14N, wyrażona w MeV) zgromadzonych podczas eksperymentu rozpraszania nieelastycznego wiązki protonów na tarczy 14N („Study of M4 stretched configurations decay in 14N”) przeprowadzonego w CCB IFJ PAN. Zapis danych zgodny z formatem ROOT.&lt;br&gt;
DOI: 10.6084/m9.figshare.30689435
title: <b>Compositional–structural coupling in Swedish landscapes: Open habitats lose area while simultaneously densifying</b>

description: R scripts and processed data for reproducing all analyses of Swedish landscape change (2018-2023) from national remote sensing datasets<br>
DOI: 10.5281/zenodo.17600466
title: Polygenic Scores Derived from ~150,000 UK Biobank individuals - Hofmeister et al., 2025

description: This repository contains the PGS derived from a subset of ~150,000 UK Biobank white British individuals used in our Haplotype-based Genetic Assortative Mating study (https://www.biorxiv.org/content/10.1101/2025.09.24.678243v1)Each file contain the PGS for one phenotype, named as "<<phenotype_code>>.betas.tsv.gz". Use the manifest file to match phenotype codes to phenotype names.

These files are ready to use with LDpred2 and pgs_calc (https://pgsc-calc.readthedocs.io/en/latest/)
DOI: 10.5281/zenodo.17600467
title: Polygenic Scores Derived from ~150,000 UK Biobank individuals - Hofmeister et al., 2025

description: This repository contains the PGS derived from a subset of ~150,000 UK Biobank white British individuals used in our Haplotype-based Genetic Assortative Mating study (https://www.biorxiv.org/content/10.1101/2025.09.24.678243v1)Each file contain the PGS for one phenotype, named as "<<phenotype_code>>.betas.tsv.gz". Use the manifest file to match phenotype codes to phenotype names.

These files are ready to use with LDpred2 and pgs_calc (https://pgsc-calc.readthedocs.io/en/latest/)
DOI: 10.6084/m9.figshare.30689435.v1
title: <b>Compositional–structural coupling in Swedish landscapes: Open habitats lose area while simultaneously densifying</b>

description: R scripts and processed data for reproducing all analyses of Swedish landscape change (2018-2023) from national remote sensing datasets<br>
DOI: 10.5281/zenodo.17576844
title: park
DOI: 10.5281/zenodo.17687610
title: park
DOI: 10.7807/immo:red:wm:v3
title: RWI Real Estate Data- Wohnungsmiete
title: RWI Real Estate Data- Apartments for Rent

description: ImmobilienScout24 ist die größte Immobilien-Internetplattform in Deutschland. Auf der Website werden sowohl Immobilien zur privaten als auch zur gewerblichen Nutzung angeboten. Die Daten umfassen jedoch nur Wohnimmobilien. Der Datensatz umfasst die meisten auf der Plattform erhobenen Merkmale wie z.B. Preis, Größe und Ausstattung der Wohneinheit, aber auch generierte Informationen wie die Dauer der Inseratverfügbarkeit.
description: ImmobilienScout24 is the largest real estate internet platform in Germany. Properties for private as well as commercial use are offered on the website. However, the data only cover residential properties. The dataset covers most characteristics collected on the platform like price, size and characteristics of the housing unit but also automatically generated items like the duration of the advertisement spell.
description: RWI-GEO-RED
description: RWI-GEO-RED
description: Computer-based observation
description: alle Wohnungen zur Miete auf der Webseite ImmobilienScout24
description: all apartments for rent at ImmobilienScout24
description: full sample
DOI: 10.6084/m9.figshare.30695204
title: word

description: The rapid freezing method was used to investigate the frost resistance of concrete made with steel slag fine aggregate (SSFAC), where SSFA was employed as a substitute for conventional fine aggregates. Frost resistance and durability tests were conducted under controlled laboratory conditions. As the proportion of steel slag increased, both the mass loss and the reduction in relative dynamic elastic modulus were minimized, indicating improved frost resistance in the specimens. The microstructure of SSFAC was analyzed, focusing on the microscopic properties of cement hydration products. Notably, specimens containing 25% and 50% SSFA exhibited significantly better frost resistance compared to ordinary concrete. This suggests that incorporating an optimal amount of SSFA enhances the production of hydration products, improving the microstructural integrity of the interfacial transition zones (ITZs) within SSFAC. The Weibull model proved effective in predicting the freeze-thaw durability of SSFAC in the cold regions of northern China. To meet the durability requirements specified in GB/T 50746-2008, it is recommended that the proportion of recycled aggregate not exceed 50%.
DOI: 10.6084/m9.figshare.30695204.v1
title: word

description: The rapid freezing method was used to investigate the frost resistance of concrete made with steel slag fine aggregate (SSFAC), where SSFA was employed as a substitute for conventional fine aggregates. Frost resistance and durability tests were conducted under controlled laboratory conditions. As the proportion of steel slag increased, both the mass loss and the reduction in relative dynamic elastic modulus were minimized, indicating improved frost resistance in the specimens. The microstructure of SSFAC was analyzed, focusing on the microscopic properties of cement hydration products. Notably, specimens containing 25% and 50% SSFA exhibited significantly better frost resistance compared to ordinary concrete. This suggests that incorporating an optimal amount of SSFA enhances the production of hydration products, improving the microstructural integrity of the interfacial transition zones (ITZs) within SSFAC. The Weibull model proved effective in predicting the freeze-thaw durability of SSFAC in the cold regions of northern China. To meet the durability requirements specified in GB/T 50746-2008, it is recommended that the proportion of recycled aggregate not exceed 50%.
DOI: 10.15468/dl.ryhk54
title: Occurrence Download

description: A dataset containing 999976 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is flora & fauna(NIBR)"
 ]
}

 The dataset includes 999976 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005853-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q4f34p
title: Occurrence Download

description: A dataset containing 1310 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is one of (Observations.be - Non-native species occurrences in Wallonia, Belgium, DEMNA-DNE : Early warning system on Introduced Species in Wallonia, DEMNA-DNE : Exotic plant occurrences in Wallonia, iNaturalist Research-grade Observations, Observation.org, Nature data from around the World, Waarnemingen.be - Non-native plant occurrences in Flanders and the Brussels Capital Region, Belgium, Florabank1 - A grid-based database on vascular plant distribution in the northern part of Belgium (Flanders and the Brussels Capital region), Pl@ntNet observations)",
 "GadmGid is BEL.3_1",
 "TaxonKey is Datura stramonium",
 "Year 2000-2025"
 ]
}

 The dataset includes 1310 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005870-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cn83m4
title: Occurrence Download

description: A dataset containing 195 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Machine Observation",
 "TaxonKey is Aplysia"
 ]
}

 The dataset includes 195 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005871-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sd44sq
title: Occurrence Download

description: A dataset containing 35242 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen, Occurrence evidence, Material sample)",
 "Geometry POLYGON((5.51755 52.38595,30.14204 52.38595,30.14204 67.50276,5.51755 67.50276,5.51755 52.38595))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Gasterosteus aculeatus"
 ]
}

 The dataset includes 35242 records from 121 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005873-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cyd7gx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mammalia",
 "HasCoordinate is true",
 "Geometry POLYGON ((-120.5462 36.56085, -120.546 36.56108, -120.5457 36.56139, -120.5452 36.5613, -120.5445 36.56127, -120.5438 36.5613, -120.5426 36.56119, -120.5418 36.56207, -120.5421 36.56389, -120.5496 36.56383, -120.5495 36.56186, -120.5462 36.56085))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005872-251120083545085/datasets/export for details.
DOI: 10.7807/immo:red:hk:v5.2
title: RWI Real Estate Data - Hauskauf
title: RWI Real Estate Data - Houses for Sale

description: ImmobilienScout24 ist die größte Immobilien-Internetplattform in Deutschland. Auf der Website werden sowohl Immobilien zur privaten als auch zur gewerblichen Nutzung angeboten. Die Daten umfassen jedoch nur Wohnimmobilien. Der Datensatz umfasst die meisten auf der Plattform erhobenen Merkmale wie z.B. Preis, Größe und Ausstattung der Wohneinheit, aber auch generierte Informationen wie die Dauer der Inseratverfügbarkeit.
description: ImmobilienScout24 is the largest real estate internet platform in Germany. Properties for private as well as commercial use are offered on the website. However, the data only cover residential properties. The dataset covers most characteristics collected on the platform like price, size and characteristics of the housing unit but also automatically generated items like the duration of the advertisement spell.
description: RWI-GEO-RED
description: RWI-GEO-RED
description: Computer-based observation
description: alle Häuser zum Verkauf auf der Webseite ImmobilienScout24
description: all houses for sale at ImmobilienScout24
description: full sample
DOI: 10.5281/zenodo.13236618
title: Modena test datasets: human 18S rRNA, curlcakes, oligos, oligos mixtures

description:  

A new version of this record is available at https://zenodo.org/records/17273016

The human 18S rRNA, curlcakes, oligos and oligos mixtures test datasets accompanying the article "Nanopore based computational method for detecting a wide range of epigenetic/epitranscriptomic modifications".



Human 18S rRNA dataset contains a control sample and a native sample. Each sample comprises six subsamples with coverage depths ranging from 10 to 500.



Curlcake-M1 dataset contains a single sample. This sample comprises eight subsamples with coverage depths ranging from 10 to 1000. For each given coverage depth, a subsample contains four modified curlcakes, where each adenine (A) was replaced with m6A. Curlcake-UNM1 dataset contains a single sample. This sample comprises eight subsamples with coverage depths ranging from 10 to 1000. For each given coverage depth, a subsample contains four unmodified curlcakes. Curlcake-M2 dataset contains a single subsample with a coverage depth of 2000. This subsample contains four modified curlcakes, where each adenine (A) was replaced with m6A. Curlcake-UNM2 dataset contains a single subsample with a coverage depth of 2000. This subsample contains four unmodified curlcakes.




Oligo-1, Oligo-2 and Oligo-3 contain three modified samples of the three Oligos variants, while Oligo-C contains three unmodified samples. Each sample comprises eight subsamples with coverage depths ranging from 10 to 2000.




Oligo-mixtures dataset contains 10 samples. Each sample comprises subsamples with coverage depths ranging from 10 to 2000. Additionally, for each sample and coverage depth, there are three different mixtures. Each of these three mixtures has a ratio of modified to unmodified reads of either 25:75, 50:50, or 75:25.



If you have any questions about the content of this dataset, feel free to contact Siniša Biđin at sinisa@heuristika.hr.
DOI: 10.15468/dl.ppjjw9
title: Occurrence Download

description: A dataset containing 244255 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ulva"
 ]
}

 The dataset includes 244255 records from 843 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005837-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15229136
title: Molecular Inventory data for Multifaceted biodiversity changes of lake microeukaryote communities in response to nutrient-enrichment and climate change
title: Microeukaryote molecular inventory data of lakes Geneva, Bourget, Aiguebelette and Anney

description: This repository comprises 3 excel files used to lead the analysis of the publication: 

Barouillet et al. 2025. Multifaceted biodiversity changes of lake microeukaryote communities in response to nutrient enrichment and climate change. Oikos, http://10.1002/oik.11616/ 

(1) Sediment_sampleinfo_4lakes.xlsx file contains informations about the samples

(2) aigle_bourcy_OTU_18S_final_nosin.csv contains a cleaned version of the OTU dataset used for in the analysis

(3) OTU_taxonomic_aff_euk18S_bourcy_AIGLe_cleaned_harmonizedtaxo.csv contains the detailed taxonomical classification of each OTUs and associated functional ecology.
DOI: 10.5281/zenodo.15229137
title: Molecular Inventory data for Multifaceted biodiversity changes of lake microeukaryote communities in response to nutrient-enrichment and climate change
title: Microeukaryote molecular inventory data of lakes Geneva, Bourget, Aiguebelette and Anney

description: This repository comprises 3 excel files used to lead the analysis of the publication: 

Barouillet et al. 2025. Multifaceted biodiversity changes of lake microeukaryote communities in response to nutrient enrichment and climate change. Oikos, http://10.1002/oik.11616/ 

(1) Sediment_sampleinfo_4lakes.xlsx file contains informations about the samples

(2) aigle_bourcy_OTU_18S_final_nosin.csv contains a cleaned version of the OTU dataset used for in the analysis

(3) OTU_taxonomic_aff_euk18S_bourcy_AIGLe_cleaned_harmonizedtaxo.csv contains the detailed taxonomical classification of each OTUs and associated functional ecology.
DOI: 10.7807/immo:red:hk:suf:v5.2
title: RWI Real Estate Data - Hauskauf - suf
title: RWI Real Estate Data - Houses for Sale - suf

description: ImmobilienScout24 ist die größte Immobilien-Internetplattform in Deutschland. Auf der Website werden sowohl Immobilien zur privaten als auch zur gewerblichen Nutzung angeboten. Die Daten umfassen jedoch nur Wohnimmobilien. Der Datensatz umfasst die meisten auf der Plattform erhobenen Merkmale wie z.B. Preis, Größe und Ausstattung der Wohneinheit, aber auch generierte Informationen wie die Dauer der Inseratverfügbarkeit.
description: ImmobilienScout24 is the largest real estate internet platform in Germany. Properties for private as well as commercial use are offered on the website. However, the data only cover residential properties. The dataset covers most characteristics collected on the platform like price, size and characteristics of the housing unit but also automatically generated items like the duration of the advertisement spell.
description: RWI-GEO-RED
description: RWI-GEO-RED
description: Computer-based observation
description: alle Häuser zum Verkauf auf der Webseite ImmobilienScout24
description: all houses for sale at ImmobilienScout24
description: full sample
DOI: 10.15468/dl.y5p4z8
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mammalia",
 "HasCoordinate is true",
 "Geometry POLYGON ((-120.8056 36.69905, -120.8032 36.6969, -120.8004 36.69828, -120.8027 36.70136, -120.8056 36.69905))"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005876-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jncj3n
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((112.98285 -8.09829,112.98285 -8.09829,112.88604 -8.21508,112.87697 -8.28993,112.95562 -8.3498,113.09784 -8.28597,113.06904 -8.21387,113.04299 -8.1904,112.98285 -8.09829))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Panthera pardus"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005877-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7807/immo:red:hm:suf:v5
title: RWI Real Estate Data - Hausmiete - suf
title: RWI Real Estate Data - Houses for Rent - suf

description: ImmobilienScout24 ist die größte Immobilien-Internetplattform in Deutschland. Auf der Website werden sowohl Immobilien zur privaten als auch zur gewerblichen Nutzung angeboten. Die Daten umfassen jedoch nur Wohnimmobilien. Der Datensatz umfasst die meisten auf der Plattform erhobenen Merkmale wie z.B. Preis, Größe und Ausstattung der Wohneinheit, aber auch generierte Informationen wie die Dauer der Inseratverfügbarkeit.
description: ImmobilienScout24 is the largest real estate internet platform in Germany. Properties for private as well as commercial use are offered on the website. However, the data only cover residential properties. The dataset covers most characteristics collected on the platform like price, size and characteristics of the housing unit but also automatically generated items like the duration of the advertisement spell.
description: RWI-GEO-RED
description: RWI-GEO-RED
description: Computer-based observation
description: alle Häuser zur Miete auf der Webseite ImmobilienScout24
description: all houses for rent at ImmobilienScout24
description: full sample
DOI: 10.15468/dl.g936p4
title: Occurrence Download

description: A dataset containing 5247 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Blattella germanica"
 ]
}

 The dataset includes 5247 records from 152 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005879-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n462cr
title: Occurrence Download

description: A dataset containing 439 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((40.8212 -28.24147,61.15436 -28.24147,61.15436 -9.88801,40.8212 -9.88801,40.8212 -28.24147))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Bulbophyllum occultum Thouars"
 ]
}

 The dataset includes 439 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001349-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/ggnwfjwsyg.1
title: Temperature data from moorings in the Vilkitsky Strait, Arctic Ocean