cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/svv-3rw-3ke
title: Impatiens tinctoria A. Rich.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/zsn-nb2-zqn
title: Impatiens tinctoria A. Rich.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/06e-7xp-x9e
title: Plantae

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/4aa-gew-d11
title: Rubus acroglotta W. Jansen

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/pdd-rtc-v7l
title: Rubus cyanophyllus W. Jansen & H. Grossh.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/m4x-bkq-3jc
title: Ceratopteris thalictroides (L.) Brongn.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/r7q-z5p-mz5
title: Anthemis tomentosa L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/dp4-qcd-qsg
title: Tectaria sinuata (Labill.) C. Chr.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/zdm-5cm-1qk
title: Selaginella cordifolia (Desv. ex Poir.) Spring

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/n2v-87q-9y1
title: Drynaria volkensii Hieron.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/agl-pad-dn6
title: Drynaria volkensii Hieron.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/aml-qe4-stq
title: Trichodesma africanum (L.) R. Br.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/7cp-djy-am6
title: Betula pubescens var. litwinowii (Doluch.) Ashburner & McAll.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/lzp-q1f-vaj
title: Anthemis ruthenica M. Bieb.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.15468/dl.z8p5m3
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bryconamericus osgoodi",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 19 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004122-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4sapdk
title: Occurrence Download

description: A dataset containing 1211 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trimezia juncifolia",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 1211 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004123-260208012135463/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/14789683
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.hj5frz
title: Occurrence Download

description: A dataset containing 595 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tephrosia villosa",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 595 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004124-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ubwk4m
title: Occurrence Download

description: A dataset containing 7724750 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"TAXON_KEY","value":"212","matchCase":false},{"type":"not","predicate":{"type":"equals","key":"TAXON_KEY","value":"729","matchCase":false}},{"type":"equals","key":"HAS_GEOSPATIAL_ISSUE","value":"false","matchCase":false},{"type":"equals","key":"HAS_COORDINATE","value":"true","matchCase":false},{"type":"equals","key":"OCCURRENCE_STATUS","value":"PRESENT","matchCase":false},{"type":"equals","key":"YEAR","value":"1970,2020","matchCase":false},{"type":"equals","key":"MONTH","value":"5,8","matchCase":false},{"type":"within","geometry":"POLYGON((-120.28164 42.40945,-120.79926 42.36964,-120.60017 38.90556,-115.18507 34.88405,-115.5036 32.37559,-111.52191 30.94218,-108.41619 30.86254,-107.81893 31.38016,-102.802 31.53943,-102.68255 36.35728,-101.56767 36.55636,-101.36859 41.29458,-110.0885 41.3344,-110.52648 42.29,-120.28164 42.40945))"}]}

 The dataset includes 7724750 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004082-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2a7tr2
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bryconamericus pachacuti",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 24 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004125-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.522dmm
title: Occurrence Download

description: A dataset containing 64547 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((120.23163 13.51633,120.11587 13.06569,121.0934 12.02992,121.64004 12.32538,121.72364 13.12207,121.04838 13.54759,120.47601 13.65385,120.23163 13.51633))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 64547 records from 268 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004088-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18574540
title: Indoor, Outdoor and Weather Station Environmental Measurements from Crete, Greece (2025)

description: This dataset contains environmental measurements collected from an Internet of Things (IoT) sensor network installed in and around a monitored building located in Crete, Greece. The dataset includes indoor environmental monitoring, outdoor environmental monitoring, and meteorological observations from a roof-mounted weather station.

The purpose of this dataset is to support research in environmental monitoring, building performance analysis, indoor air quality assessment, and local meteorological studies. The installation was supported by the Horizon program JUST Nature.
DOI: 10.5281/zenodo.18574541
title: Indoor, Outdoor and Weather Station Environmental Measurements from Crete, Greece (2025)

description: This dataset contains environmental measurements collected from an Internet of Things (IoT) sensor network installed in and around a monitored building located in Crete, Greece. The dataset includes indoor environmental monitoring, outdoor environmental monitoring, and meteorological observations from a roof-mounted weather station.

The purpose of this dataset is to support research in environmental monitoring, building performance analysis, indoor air quality assessment, and local meteorological studies. The installation was supported by the Horizon program JUST Nature.
DOI: 10.15468/dl.dpdbcp
title: Occurrence Download

description: A dataset containing 2978 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Atlapetes fuscoolivaceus"
 ]
}

 The dataset includes 2978 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004127-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18575245
title: Open Access data and code for Hunt and Carpenter 2026

description: Making an open access dataset and code for Hunt and Carpenter 2026, needing a DOI for the supplementary material of the paper, currently being resubmitted with minor revisions. All other info available in the README.
DOI: 10.5281/zenodo.18575246
title: Open Access data and code for Hunt and Carpenter 2026

description: Making an open access dataset and code for Hunt and Carpenter 2026, needing a DOI for the supplementary material of the paper, currently being resubmitted with minor revisions. All other info available in the README.
DOI: 10.15468/dl.6q56et
title: Occurrence Download

description: A dataset containing 249659 records in GBIF matching the query:

 SELECT gbifid, datasetkey, specieskey, kingdom, phylum, class, "order", family, genus, species, scientificname, decimallatitude, decimallongitude, eventdate, institutioncode, "year" AS obs_year, basisofrecord, coordinateuncertaintyinmeters, issue
 FROM occurrence
 WHERE
 decimallatitude IS NOT NULL
 AND decimallongitude IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND coordinateuncertaintyinmeters IS NOT NULL
 AND coordinateuncertaintyinmeters &gt; 0
 AND coordinateuncertaintyinmeters &lt;= 200.0
 AND decimallatitude &gt;= 51.21395264452012
 AND decimallatitude &lt;= 56.135291543055025
 AND decimallongitude &gt;= 53.451504131127514
 AND decimallongitude &lt;= 64.759591695172
 AND GBIF_Within('POLYGON ((64.759592 51.213953, 64.759592 56.135292, 53.451504 56.135292, 53.451504 51.213953, 64.759592 51.213953))', decimallatitude, decimallongitude) = TRUE
 

 The dataset's 249659 records were derived from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004112-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.skwr4x
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Geometry POLYGON((-100.28607 19.37832,-100.45504 19.27618,-100.47616 19.02179,-100.18047 18.92942,-100.04583 19.2014,-100.11975 19.34594,-100.28607 19.37832))",
 "HasGeospatialIssue is false",
 "TaxonKey is Odocoileus virginianus"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004128-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mf8rpy
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bryconamericus pectinatus",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004130-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h97gy7
title: Occurrence Download

description: A dataset containing 63968 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((120.28261 13.58676,120.45674 12.78751,121.15327 11.96138,121.68396 12.53671,121.56787 13.32063,120.86305 13.61094,120.28261 13.58676))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 63968 records from 264 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004095-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ee8v5r
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Teramnus mollis",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 41 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004129-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18480834
title: Data and model weights for ProTok

description: Data and model weights for ProTok
DOI: 10.5281/zenodo.18480835
title: Data and model weights for ProTok

description: Data and model weights for ProTok
DOI: 10.15468/dl.mbdhkq
title: Occurrence Download

description: A dataset containing 1 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 Sphagnum multifibrosum"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004132-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eysdxh
title: Occurrence Download

description: A dataset containing 49372 species occurrences available in GBIF matching the query:
{
 "GadmGid" : [
 "is one of (PHL.58_1, PHL.57_1)"
 ]
}

 The dataset includes 49372 records from 239 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004131-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/mvyvxsj9bp
title: Lytic virus-bacteria interactions enhance soil nutrient accumulation in biocrusts of desert steppe on the Loess Plateau

description: This study takes biocrusts and their subsoils on the Loess Plateau as the research objects, investigating the responses of soil bacterial and viral communities to different biocrusts and subsoils. Furthermore, we conducted an in-depth exploration of the responses of viruses with different lifestyle strategies to different biocrusts and their subsoils. In addition, we studied the interactions between viruses with dif ferent lifestyle strategies and bacterial communities. The results showed that lytic viruses in biocrusts on the Loess Plateau continuously release nutrients by lysing bacteria, thereby promoting nutrient accumulation in crust soils.
DOI: 10.17632/mvyvxsj9bp.1
title: Lytic virus-bacteria interactions enhance soil nutrient accumulation in biocrusts of desert steppe on the Loess Plateau

description: This study takes biocrusts and their subsoils on the Loess Plateau as the research objects, investigating the responses of soil bacterial and viral communities to different biocrusts and subsoils. Furthermore, we conducted an in-depth exploration of the responses of viruses with different lifestyle strategies to different biocrusts and their subsoils. In addition, we studied the interactions between viruses with dif ferent lifestyle strategies and bacterial communities. The results showed that lytic viruses in biocrusts on the Loess Plateau continuously release nutrients by lysing bacteria, thereby promoting nutrient accumulation in crust soils.
DOI: 10.17632/7cvpkfydjv
title: Dataset Supporting a Glaserian Systematic Mapping Study of Grounded Theory in Software Engineering

description: This dataset investigates how Grounded Theory (GT) has been applied, reported, and classified in Software Engineering research, and examines the limitations of traditional Systematic Mapping Studies (SMS) in adequately classifying GT-based qualitative studies. The research hypothesis is that conventional SMS approaches provide limited classification coverage, and that integrating SMS with Glaserian Grounded Theory principles improves analytical depth, classification accuracy, and theoretical insight.

The data were generated through a Glaserian Systematic Mapping Study (GSMS), combining systematic literature mapping with iterative qualitative coding and constant comparison. A corpus of 70 peer-reviewed research articles was selected through structured search, screening, and snowballing processes, and analysed using ATLAS.ti with open, selective, and theoretical coding.

The dataset demonstrates that fine-grained iterative coding identifies a richer and more meaningful set of classificatory elements than SMS alone. The resulting codes and quotations reveal patterns in GT application across software development contexts and methodological practices. The dataset supports replication of the GSMS process, secondary qualitative analysis, and mixed-methods research through the provided ATLAS.ti project and tabular exports.

Files Included in the Dataset

1. Guide GSMS Data.docx
Word document providing an overview of the dataset purpose, data process, and file structure, together with guidance on how to interpret data.

2. ATLAS.ti Project File
• GSMS_Software_GroundedTheory.atlasti
Complete ATLAS.ti project containing all documents, codes, quotations, memos, and groupings used in the qualitative analysis.

3. Document Manager Files (70 Documents)
• Document Manager70.xlsx
• Document Manager_70.csv
Each row corresponds to one research paper included in the GSMS analysis. 

4. Code Manager Files (454 Codes)
• Code Manager454.xlsx
• Code Manager_454.csv
These files contain all codes generated during the GSMS analysis. 

5. Quotation Manager Files (888 Quotations)
• Quotation Manager888.xlsx
• Quotation Manager_888.csv
Each row corresponds to a coded quotation extracted from the analysed papers. 

6. Code-Grouped Quotation Manager (888 Quotations)
• Code-Grouped Quotation Manager888.xlsx
This file reorganises the same 888 quotations by code. Each worksheet corresponds to a specific code and contains all quotations associated with that code. 

7. Code Manager – Grounded Theory Elements (183 Codes)
• Code Manager GTe183.xlsx
• Code Manager GTe_183.csv
These files contain the subset of 183 codes associated specifically with Grounded Theory Elements (GTe).
DOI: 10.17632/7cvpkfydjv.1
title: Dataset Supporting a Glaserian Systematic Mapping Study of Grounded Theory in Software Engineering

description: This dataset investigates how Grounded Theory (GT) has been applied, reported, and classified in Software Engineering research, and examines the limitations of traditional Systematic Mapping Studies (SMS) in adequately classifying GT-based qualitative studies. The research hypothesis is that conventional SMS approaches provide limited classification coverage, and that integrating SMS with Glaserian Grounded Theory principles improves analytical depth, classification accuracy, and theoretical insight.

The data were generated through a Glaserian Systematic Mapping Study (GSMS), combining systematic literature mapping with iterative qualitative coding and constant comparison. A corpus of 70 peer-reviewed research articles was selected through structured search, screening, and snowballing processes, and analysed using ATLAS.ti with open, selective, and theoretical coding.

The dataset demonstrates that fine-grained iterative coding identifies a richer and more meaningful set of classificatory elements than SMS alone. The resulting codes and quotations reveal patterns in GT application across software development contexts and methodological practices. The dataset supports replication of the GSMS process, secondary qualitative analysis, and mixed-methods research through the provided ATLAS.ti project and tabular exports.

Files Included in the Dataset

1. Guide GSMS Data.docx
Word document providing an overview of the dataset purpose, data process, and file structure, together with guidance on how to interpret data.

2. ATLAS.ti Project File
• GSMS_Software_GroundedTheory.atlasti
Complete ATLAS.ti project containing all documents, codes, quotations, memos, and groupings used in the qualitative analysis.

3. Document Manager Files (70 Documents)
• Document Manager70.xlsx
• Document Manager_70.csv
Each row corresponds to one research paper included in the GSMS analysis. 

4. Code Manager Files (454 Codes)
• Code Manager454.xlsx
• Code Manager_454.csv
These files contain all codes generated during the GSMS analysis. 

5. Quotation Manager Files (888 Quotations)
• Quotation Manager888.xlsx
• Quotation Manager_888.csv
Each row corresponds to a coded quotation extracted from the analysed papers. 

6. Code-Grouped Quotation Manager (888 Quotations)
• Code-Grouped Quotation Manager888.xlsx
This file reorganises the same 888 quotations by code. Each worksheet corresponds to a specific code and contains all quotations associated with that code. 

7. Code Manager – Grounded Theory Elements (183 Codes)
• Code Manager GTe183.xlsx
• Code Manager GTe_183.csv
These files contain the subset of 183 codes associated specifically with Grounded Theory Elements (GTe).
DOI: 10.48366/r1582518
title: Launching SOLAV Journal: Vision, Scope, and Commitment to Scholarly Excellence

description: This editorial marks the launch of SOLAV Journal, an open-access, digital-first scholarly publication operating under a continuous publication model. The article outlines the journal’s vision to reduce barriers to knowledge by establishing a rigorous, inclusive, and ethically grounded platform for the dissemination of high-quality research. It introduces the journal’s scope and fundamental principles, emphasizing academic integrity, transparent peer review, and global accessibility. The editorial situates SOLAV Journal within the evolving landscape of contemporary scholarly communication and affirms its commitment to fostering a shared scholarly common that accelerates discovery and democratizes academic discourse.
DOI: 10.17632/d9fj93cvjs
title: Silverberg et al. 2026. JAAD. 487-GEP SUPPLEMENTAL MATERIAL

description: Supplemental material for Silverberg et al. JAAD. The 487-gene expression profile test guides systemic therapy selection to improve outcomes for patients with atopic dermatitis: Results from a prospective trial
DOI: 10.17632/d9fj93cvjs.1
title: Silverberg et al. 2026. JAAD. 487-GEP SUPPLEMENTAL MATERIAL

description: Supplemental material for Silverberg et al. JAAD. The 487-gene expression profile test guides systemic therapy selection to improve outcomes for patients with atopic dermatitis: Results from a prospective trial
DOI: 10.17632/mzpmfpfk5n
title: Data for: Linking landscape fragmentation to soil seed bank in urban forest remnants

description: This data set contains all data used for analyzing the effect of fragmentation on soil seed bank in urban remnant forests. It includes aboveground plant species information and soil seed bank plant species data in 60 interior and edge samples in 30 remnant forest patches.
DOI: 10.17632/mzpmfpfk5n.1
title: Data for: Linking landscape fragmentation to soil seed bank in urban forest remnants

description: This data set contains all data used for analyzing the effect of fragmentation on soil seed bank in urban remnant forests. It includes aboveground plant species information and soil seed bank plant species data in 60 interior and edge samples in 30 remnant forest patches.