cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.22008/fk2/iw73uu/lcugs3
title: TAS_L_month.csv

description: Uploaded with pyDataverse 2025-11-17 11:16
DOI: 10.22008/fk2/iw73uu/okeg09
title: TAS_L_hour.nc

description: Uploaded with pyDataverse 2025-11-17 11:16
DOI: 10.22008/fk2/iw73uu/7gsldc
title: TAS_L_day.nc

description: Uploaded with pyDataverse 2025-11-17 11:16
DOI: 10.22008/fk2/iw73uu/fv9cbb
title: WEG_B_day.nc

description: Uploaded with pyDataverse 2025-11-17 11:17
DOI: 10.22008/fk2/iw73uu/qdxjx1
title: WEG_B_hour.csv

description: Uploaded with pyDataverse 2025-11-17 11:17
DOI: 10.15468/dl.enk52n
title: Occurrence Download

description: A dataset containing 391 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vaccaria hispanica",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 391 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011259-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gmsfcg
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Achyranthes aspera",
 "Country is Cuba",
 "HasCoordinate is true"
 ]
}

 The dataset includes 57 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011262-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yhngnd
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011263-250717081556266/datasets/export for details.
DOI: 10.15468/dl.8jacgn
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fusarium oxysporum",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 62 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011261-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hj35r4
title: Occurrence Download

description: A dataset containing 534 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crepis fraasii"
 ]
}

 The dataset includes 534 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011260-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16139981
title: Towards Supporting Open Source Library Maintainers with Community-Based Analytics

description: Overview

This replication package contains data and scripts used in our study. The package is structured into four main components.

Folder Structure

1. Data





ProcessedData: Contains refined datasets that guide our research questions.




RawData: Contains raw scraped data about dependents from GitHub, selected for analysis.



2. RepoClonerDataAnalyser





The starting repository for the study.




Select the top 10 libraries and their dependents.




Clones repositories and analyzes all research questions.




Implemented in Python.



3. methodTypeResolutionJavaParser





A Java project used for method resolution.




This tool is used for parsing and resolving method types after cloning repositories and filtering potential Java files using the RepoClonerDataAnalyzer project.



4. JacocoCoverageReporter





Converts raw JaCoCo HTML coverage reports into CSV format.


Implemented in Python 


5. Survey Forms



Contains pdf version of survey forms that was shared to maintainers.


Usage Instructions

Each project within this package has its own README file with detailed setup and execution instructions. Below is a high-level guide:





Data Collection: Use RepoClonerDataAnalyser to select, clone, and filter dependents.




Method Resolution: Run methodTypeResolutionJavaParser on filtered Java files.




Coverage Analysis: Use JacocoCoverageReporter to convert JaCoCo HTML reports into CSV format and then Use RepoClonerDataAnalyser for further analysis. 




Data Analysis: Utilize the processed data in the Data folder for research insights.



Requirements





Python 3.x




Java 8+




Required dependencies (listed in individual project README files. In version 1, you might notice a random GitHub repository URL provided in individual README. It is intended solely for context and clarity. It does not lead to an accessible resource and results in a 404 error. We have removed it in version 2 to avoid any confusion.)
DOI: 10.15468/dl.55wkpz
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Geranium eglandulosum, Geranium endressii glandulosum, Geranium fastigiatum, Geranium fastigiatum, Geranium knollii, Geranium knollii, Geranium krylovii, Geranium lemanianum, Geranium losae, Geranium praealpinum)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Machine Observation)"
 ]
 }
 },
 "Continent is Europe",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 27 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011266-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4uyk5n
title: Occurrence Download

description: A dataset containing 308 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Pseudacris kalmi)"
 ]
}

 The dataset includes 308 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011267-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.buv8wr
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rasbora dorsimaculata"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011268-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vbfjad
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bassia scoparia",
 "Country is Latvia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011271-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.es5b8j
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Achyranthes aspera",
 "Country is Micronesia (Federated States of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011270-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/2jd0-by21
title: "Keystroke Dataset via Piezoelectric Acoustic Sensing"

description: "To the best of our knowledge, there is no publicly available dataset that can be used to evaluate the performance of keystroke estimation using piezoelectric microphones. We build a piezoelectric acoustic sensing system and collect a real sound dataset. It consists of multiple user keystrokes with corresponding actual keys that serve as ground truth labels."
DOI: 10.15468/dl.dbd2v8
title: Occurrence Download

description: A dataset containing 18322 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Prunus spinosa spinosa"
 ]
}

 The dataset includes 18322 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011272-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.agmzae
title: Occurrence Download

description: A dataset containing 19495 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lymantria dispar",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 19495 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011273-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.swekeq
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mecardonia procumbens",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 40 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011274-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n9fyda
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Geranium pratense sylvaticum, Geranium purpureocaeruleum, Geranium purpureocaeruleum, Geranium ranunculifolium, Geranium ranunculifolium, Geranium striatum, Geranium sylvaticum albiflorum, Geranium sylvaticum angustisectum, Geranium sylvaticum eglandulosum, Geranium sylvaticum latisectum)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Machine Observation)"
 ]
 }
 },
 "Continent is Europe",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011277-250717081556266/datasets/export for details.
DOI: 10.15468/dl.e9m4gg
title: Occurrence Download

description: A dataset containing 1904 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crepis neglecta"
 ]
}

 The dataset includes 1904 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011275-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gv8qsr
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011280-250717081556266/datasets/export for details.
DOI: 10.15468/dl.p9h23e
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAH7299"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011279-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kdtf3p
title: Occurrence Download

description: A dataset containing 13878 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Pseudacris maculata)"
 ]
}

 The dataset includes 13878 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011278-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9twkwb
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011283-250717081556266/datasets/export for details.
DOI: 10.15468/dl.v36wrv
title: Occurrence Download

description: A dataset containing 557 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Achyranthes aspera",
 "Country is Israel",
 "HasCoordinate is true"
 ]
}

 The dataset includes 557 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011282-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tqj78z
title: Occurrence Download

description: A dataset containing 13610 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lymantria dispar",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 13610 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011281-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15151/esrf-es-2114656086
title: Heidelberg BAG (HeidelBAG)

description: The HeidelBAG unifies structural efforts of EMBL Heidelberg inclusive former PIs and the Heidelberg University Biochemistry Center (BZH). Central to all projects are large assemblies involved in chromosome organization and transcription control, in nuclear and cytoplasmic RNA regulation, in translational control by ribosome associated factors, in protein targeting and membrane protein insertion, or in post-translational and RNA modification and processing. Nearly all projects make use of integrated structural biology techniques (MX, SAXS/SANS, NMR, cryo-EM) combined with complementary biophysical approaches. MX remains the essential and invariant tool for high resolution information of challenging functional modules.
DOI: 10.15151/esrf-es-2119956754
title: Advanced Photon Source, Sector 21 - The Life Sciences Collaborative Access Team (LS-CAT) - CAT Member Macromolecular Crystallography

description: The Life Sciences Collaborative Access Team (LS-CAT) provides Macromolecular Crystallography support to our CAT members from seven Universities in the USA, including Northwestern University, University of Michigan, Wayne State University, Michigan State University, University of Wisconsin, Vanderbilt University, and University of Illinois at Chicago, and also to General Users. With a one-year dark period approaching for the upgrade of the Advanced Photon Source (APS-U), we sought beam time for our CAT Member laboratories at ESRF by way of a Block Allocation Group Proposal, in order to keep supporting their research and their ability to secure future funding. LS-CAT has organized our CAT Members (~80 PIs and their laboratory personnel) into this BAG Proposal, and in order to streamline the process for our CAT Members, and for the Staff of Lightsources to which we are applying for access to beam time, only LS-CAT Staff Crystallographers will be collecting and managing the data.
DOI: 10.15151/esrf-es-2113998953
title: FInnish National Protein Crystallography Consortium

description: The Finnish BAG encompasses 24 groups active in crystallography in Finland. The projects vary widely and include membrane proteins and protein complexes, other proteins involved in disease and antibiotics and drug development and discovery (ADP-ribosylation and several oncogenic proteins including kinases, biocatalysis, endoplasmic regulation and protein secretion) and several pathogen proteins and various enzyme targets and e.g. studies on phytochrome photoreceptors and complexes involved in actin dynamics regulation as well as membrane protein targets. Overall the BAG serves the national needs for highly variable projects, with different biological and biotechnological applications. Several project will benefit from microfocus beam lines and tunable wavelength options, others benefit from quick robust screening by MASSIF.
DOI: 10.15151/esrf-es-2114581794
title: Structural biology at Umea University

description: The BAG consists out of 5 groups that are heavily involved in macromolecular crystallography, as well as other structural biology techniques, at Umeå University, Sweden
DOI: 10.15151/esrf-es-2170239606
title: Connecting Defects to Functional Properties in WTe2

description: Transition metal dichalcogenides (TMDs) exhibit novel electrical properties, tuned by increasingly complex structures, with WTe2 being one of the most intricate. Although its electronic properties have been studied for 50 years, WTe2 received increased attention only after the discovery of extreme magnetoresistance (XMR) in 2014.1,3 In the following years, other unique responses arising from its topological properties have been explored, but debates persist as the crystal’s bends, strains, and defects can dramatically alter its electronics.1 This proposal aims to study extended defects in WTe2 that affect its functional properties. Using the multiscale microscope, we will perform Dark Field X-ray Microscopy (DFXM), X-ray Topography (XRT), and Reciprocal Space Mapping (RSM) to characterize these defects fully. We will measure the structural defects currently attributed to “crystalline disorder” to clarify how they alter the magnetoresistance and functional properties.
DOI: 10.15468/dl.sh6epe
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011285-250717081556266/datasets/export for details.
DOI: 10.15151/esrf-es-2170240821
title: 3D X-ray imaging of squamous bladder cancer development: histological reconstruction of early precursor lesions to understand risk for tumor

description: Bladder cancers comprise a heterogeneous spectrum of tumors including those with squamous differentiation such as pure squamous cell carcinoma (SCC). SCC evolves from a dynamic phase transition of microscopically recognizable non-invasive precursor lesions towards invasive cancers. However, precise oncogenic pathways remained elusive and prognostic markers helping to stratify precursor lesions are still missing. Based on molecular studies (genome wide genetic, epigenetic and transcriptomic data) reflecting the whole steps of SCC development, we now aim to decipher the 3D arrangement of transformed cells. This analysis using synchrotron technology would represent the missing piece that will allow us to generally understand the 3D architecture of transformed urinary bladder tissues and to implement these histological features into our pipeline of an integrative analysis considering the molecular available data which to reconstruct a holistic depiction of SCC development.
DOI: 10.15151/esrf-es-2177202997
title: In-situ XAS-XRD study of structural changes in transition metal carbide catalysts for ammonia decomposition

description: Ammonia is being considered as an alternative hydrogen storage solution for hard to abate sectors. The current state of the art catalysts for low-temperature ammonia decomposition depend on Ru as the active phase, which because of its scarcity is both expensive and non-sustainable. Developing alternative catalysts based on more abundant materials is therefore crucial. Transition metal carbide catalysts have been suggested as viable alternatives, but little is known about their structural properties during ammonia decomposition. We propose to investigate the phase changes of transition metal carbide catalysts during catalyst activation (carburization of an oxide precursor) and ammonia decomposition. We aim to utilize in-situ XAS-XRD in combination with mass spectrometry to determine how structural changes in six different metal carbides based on Fe, Mo, and Co relate to catalytic performance during ammonia decomposition.
DOI: 10.15468/dl.8zuyxn
title: Occurrence Download

description: A dataset containing 229 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rasbora cephalotaenia"
 ]
}

 The dataset includes 229 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011288-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15151/esrf-es-2199471964
title: Grazing Incidence scattering experiments with superlattices of metal and semiconducting clusters

description: The planned synchrotron experiment involves the collection of GISAXS and GIWAXS. The data will be used to eximine the technology of synthesis of superlattices.
DOI: 10.15468/dl.k8ry25
title: Occurrence Download

description: A dataset containing 73 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Achyranthes aspera",
 "Country is Madagascar",
 "HasCoordinate is true"
 ]
}

 The dataset includes 73 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011289-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.77ujxu
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Geranium sylvaticum lilacinum, Geranium sylvaticum minoriflorum, Geranium sylvaticum pallidiflorum, Geranium sylvaticum pallidiflorum, Geranium sylvaticum parviflorum, Geranium sylvaticum perglandulosum, Geranium sylvaticum purpureum, Geranium sylvaticum roseum, Geranium sylvaticum sublilacinum, Geranium sylvaticum alpinum)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Machine Observation)"
 ]
 }
 },
 "Continent is Europe",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011286-250717081556266/datasets/export for details.
DOI: 10.15468/dl.vkq2jt
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011290-250717081556266/datasets/export for details.
DOI: 10.5281/zenodo.16140176
title: AUDITORIYADAN TASHQARI JARAYONDA JAHON TARIXINI O'QITISHNING METODIK XUSUSIYATLARI
DOI: 10.5281/zenodo.16140177
title: AUDITORIYADAN TASHQARI JARAYONDA JAHON TARIXINI O'QITISHNING METODIK XUSUSIYATLARI