cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.fxg3e2
title: Occurrence Download

description: A dataset containing 28568 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pharomachrus auriceps (Gould, 1842))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 28568 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017167-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xmbpp8
title: Occurrence Download

description: A dataset containing 561 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Reseda gredensis (Cutanda & Willk.) Müll.Arg."
 ]
}

 The dataset includes 561 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0101308-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ghd9xu
title: Occurrence Download

description: A dataset containing 134 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ferocactus chrysacanthus",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 134 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014571-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.595h2v
title: Occurrence Download

description: A dataset containing 4078 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salamandra salamandra",
 "Country is Germany",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is 2024"
 ]
}

 The dataset includes 4078 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014572-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jfkapv
title: Occurrence Download

description: A dataset containing 559 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hydrangea arguta",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 559 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014573-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25505/fiz.icsd.cc2mcwxt
title: CSD 2424507: Experimental Crystal Structure Determination

description: Related Article: Matt Boswell, Mingyu Xu, Haozhe Wang, Mouyang Cheng, Na Li, Xuefeng Sun, Haidong Zhou, Huibo Cao, Mingda Li, Weiwei Xie|2026|J.Am.Chem.Soc.|||doi:10.1021/jacs.5c22025
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25505/fiz.icsd.cc2qdvkk
title: CSD 2514799: Experimental Crystal Structure Determination

description: Related Article: Alexander Grippa, Nadiia Rebrova, Pedro Berastegui, Damian Szymański, Maciej Ptak, Przemysaw J. Dereń|2026|Inorg.Chem.|||doi:10.1021/acs.inorgchem.5c05883
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25505/fiz.icsd.cc2qdvll
title: CSD 2514800: Experimental Crystal Structure Determination

description: Related Article: Alexander Grippa, Nadiia Rebrova, Pedro Berastegui, Damian Szymański, Maciej Ptak, Przemysaw J. Dereń|2026|Inorg.Chem.|||doi:10.1021/acs.inorgchem.5c05883
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5281/zenodo.12754175
title: [Obsolete] Does Location Influence Coding Practices? A Cross-Regional Study on Stack Overflow Code Quality – Replication Package

description: Developers routinely integrate Stack Overflow code snippets into their codebases. However, the quality of snippets embedded in users’ answers remain elusive, and existing evaluations of code quality tend to be language or context-specific. Moreover, literature have found that contribution patterns vary depending on geographical locales, creating an unexplained rift between code quality, user location, and latent contextual regional factors. 

The proposed study evaluates the quality of SQL, JavaScript, Python, Ruby, and Java snippets across reliability, readability, performance, and security dimensions, benchmarking findings across states in the USA and investigating how different diversity indicators correlate against code quality violations. The study culminates in a series of inductive content analyses that qualitatively supplement prior quality dimensions.

This replication package is provided for those interested in further examining our research methodology.
DOI: 10.5281/zenodo.13426931
title: [Obsolete] Does Location Influence Coding Practices? A Cross-Regional Study on Stack Overflow Code Quality – Replication Package

description: Developers routinely integrate Stack Overflow code snippets into their codebases. However, the quality of snippets embedded in users’ answers remain elusive, and existing evaluations of code quality tend to be language or context-specific. Moreover, literature have found that contribution patterns vary depending on geographical locales, creating an unexplained rift between code quality, user location, and latent contextual regional factors. 

The proposed study evaluates the quality of SQL, JavaScript, Python, Ruby, and Java snippets across reliability, readability, performance, and security dimensions, benchmarking findings across states in the USA and investigating how different diversity indicators correlate against code quality violations. The study culminates in a series of inductive content analyses that qualitatively supplement prior quality dimensions.

This replication package is provided for those interested in further examining our research methodology.
DOI: 10.15468/dl.e9bs68
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Parmeliella testacea",
 "Country is one of (Norway)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1986",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 }
 ]
}

 The dataset includes 39 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014574-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13622419
title: [Obsolete] Does Location Influence Code Quality? Mining Stack Overflow Snippets Across the United States – Replication Package

description: Developers routinely integrate Stack Overflow code snippets into their codebases. However, the quality of snippets embedded in users’ answers remain elusive, and existing evaluations of code quality tend to be language or context-specific. Moreover, literature have found that contribution patterns vary depending on geographical locales, creating an unexplained rift between code quality, user location, and latent contextual regional factors. 

The proposed study evaluates the quality of SQL, JavaScript, Python, Ruby, and Java snippets across reliability, readability, performance, and security dimensions, benchmarking findings across states in the USA and investigating how different diversity indicators correlate against code quality violations. The study culminates in a series of inductive content analyses that qualitatively supplement prior quality dimensions.

This replication package is provided for those interested in further examining our research methodology.
DOI: 10.5281/zenodo.13622420
title: [Obsolete] Does Location Influence Code Quality? Mining Stack Overflow Snippets Across the United States – Replication Package

description: Developers routinely integrate Stack Overflow code snippets into their codebases. However, the quality of snippets embedded in users’ answers remain elusive, and existing evaluations of code quality tend to be language or context-specific. Moreover, literature have found that contribution patterns vary depending on geographical locales, creating an unexplained rift between code quality, user location, and latent contextual regional factors. 

The proposed study evaluates the quality of SQL, JavaScript, Python, Ruby, and Java snippets across reliability, readability, performance, and security dimensions, benchmarking findings across states in the USA and investigating how different diversity indicators correlate against code quality violations. The study culminates in a series of inductive content analyses that qualitatively supplement prior quality dimensions.

This replication package is provided for those interested in further examining our research methodology.
DOI: 10.5281/zenodo.17112815
title: simple EELS tomography data and tomography code

description: Deep learning-based 3D valency reconstruction
DOI: 10.5281/zenodo.18609195
title: simple EELS tomography data and tomography code

description: Deep learning-based 3D valency reconstruction
DOI: 10.15468/dl.c65xss
title: Occurrence Download

description: A dataset containing 2412 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Terminalia macroptera"
 ]
}

 The dataset includes 2412 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014575-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v4t69f
title: Occurrence Download

description: A dataset containing 1202 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ferocactus emoryi",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 1202 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014576-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18628752
title: A Precise Capture of water extraction-induced subsidence area_open data

description: The file insar_data.rar is the deformation time series data. The file pearson_data.rar is the relation between deformation derived from insar and the total water storage. And the  file strain_data.rar is the strain distribution in the borehole near the study area.
DOI: 10.5281/zenodo.18628751
title: A Precise Capture of water extraction-induced subsidence area_open data

description: The file insar_data.rar is the deformation time series data. The file pearson_data.rar is the relation between deformation derived from insar and the total water storage. And the  file strain_data.rar is the strain distribution in the borehole near the study area.
DOI: 10.15468/dl.9adtw7
title: Occurrence Download

description: A dataset containing 108 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fuscopannaria confusa",
 "Country is one of (Norway)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1986",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 }
 ]
}

 The dataset includes 108 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014577-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c9wayj
title: Occurrence Download

description: A dataset containing 438 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ormosia macrocalyx",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 438 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014578-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18628850
title: Is Location Associated with Code Quality? Mining Stack Overflow Snippets Across the United States – Replication Package

description: Developers routinely integrate Stack Overflow code snippets into their codebases. However, the quality of snippets embedded in users’ answers remain elusive, and existing evaluations of code quality tend to be language or context-specific. Moreover, literature have found that contribution patterns vary depending on geographical locales, creating an unexplained rift between code quality, user location, and latent contextual regional factors. 

The proposed study evaluates the quality of SQL, JavaScript, Python, Ruby, and Java snippets across reliability, readability, performance, and security dimensions, benchmarking findings across states in the USA and investigating how different diversity indicators correlate against code quality violations. The study culminates in a series of inductive content analyses that qualitatively supplement prior quality dimensions.

This replication package is provided for those interested in further examining our research methodology.
DOI: 10.5281/zenodo.18628851
title: Is Location Associated with Code Quality? Mining Stack Overflow Snippets Across the United States – Replication Package

description: Developers routinely integrate Stack Overflow code snippets into their codebases. However, the quality of snippets embedded in users’ answers remain elusive, and existing evaluations of code quality tend to be language or context-specific. Moreover, literature have found that contribution patterns vary depending on geographical locales, creating an unexplained rift between code quality, user location, and latent contextual regional factors. 

The proposed study evaluates the quality of SQL, JavaScript, Python, Ruby, and Java snippets across reliability, readability, performance, and security dimensions, benchmarking findings across states in the USA and investigating how different diversity indicators correlate against code quality violations. The study culminates in a series of inductive content analyses that qualitatively supplement prior quality dimensions.

This replication package is provided for those interested in further examining our research methodology.
DOI: 10.57724/jci_20250221_popeye2_rop
title: POPEYE2: role of occult precipitation in Antarctic tundra, emphasizing its use by bryophytes, in Mountain Sofía next to "Juan Carlos I" research station, summer 2025
DOI: 10.15468/dl.nj6jve
title: Occurrence Download

description: A dataset containing 228 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ferocactus flavovirens",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 228 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014579-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5fzkz2
title: Occurrence Download

description: A dataset containing 637 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fuscopannaria mediterranea",
 "Country is one of (Norway)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1986",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 }
 ]
}

 The dataset includes 637 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014581-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fye7de
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.29_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Machilus nanmu"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014580-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mpwe88
title: Occurrence Download

description: A dataset containing 7613 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bidens subalternans",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 7613 records from 183 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014582-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.75mxdj
title: Occurrence Download

description: A dataset containing 176 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ferocactus hamatacanthus",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 176 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014583-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hzbd2s
title: Occurrence Download

description: A dataset containing 221 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fuscopannaria ahlneri",
 "Country is one of (Norway)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1986",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 }
 ]
}

 The dataset includes 221 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014584-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14826231
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.6084/m9.figshare.31331875
title: Integrated mRNA and Protein Expression Database of Pyroptosis Markers in Breast Cancer

description: This Excel file contains the raw molecular dataset underlying the study on pyroptosis-related signaling in breast cancer. The database includes quantitative mRNA expression data, protein concentration measurements (ELISA), and calculated indices (Pyroptosis Index and Inflammasome Activation Score) across five molecular subtypes of breast cancer (luminal A, luminal B HER2−, luminal B HER2+, HER2-enriched, and triple-negative breast cancer), along with corresponding control samples.The dataset supports comparative analyses of subtype-specific inflammatory and programmed cell death pathways and enables independent validation, reanalysis, or secondary bioinformatic investigation.
DOI: 10.6084/m9.figshare.31331875.v1
title: Integrated mRNA and Protein Expression Database of Pyroptosis Markers in Breast Cancer

description: This Excel file contains the raw molecular dataset underlying the study on pyroptosis-related signaling in breast cancer. The database includes quantitative mRNA expression data, protein concentration measurements (ELISA), and calculated indices (Pyroptosis Index and Inflammasome Activation Score) across five molecular subtypes of breast cancer (luminal A, luminal B HER2−, luminal B HER2+, HER2-enriched, and triple-negative breast cancer), along with corresponding control samples.The dataset supports comparative analyses of subtype-specific inflammatory and programmed cell death pathways and enables independent validation, reanalysis, or secondary bioinformatic investigation.
DOI: 10.5281/zenodo.18312686
title: Dataset for amyloid formation in presence of polyphosphate and nucleic acids

description: This repository contains the treated CD spectra, FTIR spectrum and Electron Microscopy images supporting the publication of interaction between short RNA, polyphosphate and C-terminal region of the Hfq protein.
DOI: 10.5281/zenodo.18312685
title: Dataset for amyloid formation in presence of polyphosphate and nucleic acids

description: This repository contains the treated CD spectra, FTIR spectrum and Electron Microscopy images supporting the publication of interaction between short RNA, polyphosphate and C-terminal region of the Hfq protein.
DOI: 10.15468/dl.mkwtmr
title: Occurrence Download

description: A dataset containing 1135 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Piper caldense",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 1135 records from 97 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014585-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6z6h6f
title: Occurrence Download

description: A dataset containing 1622 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ferocactus histrix",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 1622 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014586-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.