cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.ypre5o
title: Occurrence Download

description: A dataset containing 696 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leptoscopidae",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 696 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016199-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5c68fn
title: Occurrence Download

description: A dataset containing 361050 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Azorean Biodiversity Portal",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 361050 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0240948-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5pg8vf
title: Occurrence Download

description: A dataset containing 82 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "TaxonKey is Santalum album L."
 ]
}

 The dataset includes 82 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016211-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gnwaal
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "TaxonKey is Shorea aptera Burck"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016214-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s4c762
title: Occurrence Download

description: A dataset containing 1147 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Living Specimen"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Taxidea Waterhouse, 1839"
 ]
}

 The dataset includes 1147 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0246253-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aa576k
title: Occurrence Download

description: A dataset containing 120 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ctenitis meridionalis (Poir.) Ching"
 ]
}

 The dataset includes 120 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0154822-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ejry8u
title: Occurrence Download

description: A dataset containing 198 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Pteridrys cnemidaria (Christ) C.Chr."
 ]
}

 The dataset includes 198 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0246256-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ux46d6
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dioscorea microura R.Knuth"
 ]
}

 The dataset includes 14 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0154826-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9ne7eb
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dendrophthora roraimae (Oliv.) Ule"
 ]
}

 The dataset includes 38 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0154823-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2p2eu5
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Poiana Gray, 1865"
 ]
}

 The dataset includes 11 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016265-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nlf5ju
title: Occurrence Download

description: A dataset containing 361203 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Thymelicus Hübner, 1819",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 361203 records from 443 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016217-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kuegdv
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyrtochilum pastasae (Rchb.f.) Kraenzl."
 ]
}

 The dataset includes 69 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0154825-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.o1hekg
title: Occurrence Download

description: A dataset containing 34633 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Callionymidae",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 34633 records from 151 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016222-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rmmyvn
title: Occurrence Download

description: A dataset containing 723715 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is NMNH Paleobiology Specimen Records (USNM)"
 ]
}

 The dataset includes 723715 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036419-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57833/cidacs/n1mapc
title: Replication Data for: Programa Auxílio Brasil

description: Este dataset consiste nos dados do programa Auxílio Brasil, vigente de 2021 à 2023. Braço social do Governo Federal, o Auxílio Brasil integra em um só programa várias políticas públicas de assistência social, saúde, educação, emprego e renda. O novo programa social de transferência direta e indireta de renda é destinado às famílias em situação de pobreza e de extrema pobreza em todo o país. Além de garantir uma renda básica a essas famílias, o programa busca simplificar a cesta de benefícios e estimular a emancipação dessas famílias para que alcancem autonomia e superem situações de vulnerabilidade social.
DOI: 10.5281/zenodo.12775302
title: Dataset of initiatives selling ancient cereals and minor legumes in short and mid-tier chains in 7 European Countries

description: This is a databse consisting of 1268 initiatives in 7 European countries that are selling or promoting neglected and underutilised crops (NUCs). The concerned NUCs are ancient cereals and minor legumes.

The data included in this databse was collected from websites, facebook and instagram pages that are all publicly available.
DOI: 10.5281/zenodo.12775303
title: Dataset of initiatives selling ancient cereals and minor legumes in short and mid-tier chains in 7 European Countries

description: This is a databse consisting of 1268 initiatives in 7 European countries that are selling or promoting neglected and underutilised crops (NUCs). The concerned NUCs are ancient cereals and minor legumes.

The data included in this databse was collected from websites, facebook and instagram pages that are all publicly available.
DOI: 10.5281/zenodo.12827063
title: data for manuscript HF-NF veined rock

description: Some data for your information
DOI: 10.5281/zenodo.12827064
title: data for manuscript HF-NF veined rock

description: Some data for your information
DOI: 10.5281/zenodo.12827037
title: BricolageData
title: Dataset

description: This dataset contains primary data on entrepreneurial bricolage and organizational performance in the context of SMEs. The data was part of a dissertation work
DOI: 10.15468/dl.2upqkr
title: Occurrence Download

description: A dataset containing 112994 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lysimachia thyrsiflora L.)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 112994 records from 207 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036404-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fra9hh
title: Occurrence Download

description: A dataset containing 5255 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "DatasetKey is one of (Macro-moth distribution records for the UK from Butterfly Conservation, up to 2019, Moths in Berkshire vice-county - records verified via iRecord)",
 "Geometry POLYGON((-4.84431 52.01333,-4.83994 52.01333,-4.83994 52.01736,-4.84431 52.01736,-4.84431 52.01333))",
 "Month is one of (April, May)",
 "OccurrenceStatus is Present",
 "TaxonKey is Lepidoptera",
 "Year 1990-2024"
 ]
}

 The dataset includes 5255 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036433-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j6adft
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chile",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Diplodon Spix, 1827",
 "Year 1950-2024"
 ]
}

 The dataset includes 42 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036434-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hxp5cu
title: Occurrence Download

description: A dataset containing 1317334 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-119.9309 36.77062, -118.6641 36.77062, -118.6641 37.72958, -119.9309 37.72958, -119.9309 36.77062))"
 ]
}

 The dataset includes 1317334 records from 552 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036392-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hscyh3
title: Occurrence Download

description: A dataset containing 9477 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Base de datos computarizada del herbario CIB, Instituto de Investigaciones Biológicas, Universidad Veracruzana"
 ]
}

 The dataset includes 9477 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036437-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7284/106892
title: ADCP (Acoustic Doppler Current Profiler) data collected during research cruise PE09-32 using a RDI OS-75 instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/106897
title: ADCP (Acoustic Doppler Current Profiler) data collected during research cruise PE10-03 using a RDI OS-75 instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/106860
title: ADCP (Acoustic Doppler Current Profiler) data collected during research cruise PE12-32 using a RDI OS-75 instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/116548
title: Meteorological Station data collected during research cruise PE12-32 using a CWS Magellan instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/109138
title: Transmissometer data collected during research cruise PE12-32 using a WETLabs C-Star instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/109136
title: TSG (Thermosalinograph) data collected during research cruise PE12-32 using a SeaBird SBE-21 instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/112465
title: ADCP (Acoustic Doppler Current Profiler) data collected during research cruise PE13-16 using a RDI OS-75 instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/116474
title: Barometer data collected during research cruise PE13-16 using a Vaisala PTB101B instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/116507
title: Hygrometer data collected during research cruise PE13-16 using a Vaisala HMP45 instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/116562
title: Meteorological Station data collected during research cruise PE13-16 using a CWS Magellan instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/112470
title: ADCP (Acoustic Doppler Current Profiler) data collected during research cruise PE13-17 using a RDI OS-75 instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/116475
title: Barometer data collected during research cruise PE13-17 using a Vaisala PTB101B instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/116508
title: Hygrometer data collected during research cruise PE13-17 using a Vaisala HMP45 instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/116563
title: Meteorological Station data collected during research cruise PE13-17 using a CWS Magellan instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/112472
title: Transmissometer data collected during research cruise PE13-17 using a WETLabs C-Star instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/112469
title: TSG (Thermosalinograph) data collected during research cruise PE13-17 using a SeaBird SBE-21 instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/112319
title: ADCP (Acoustic Doppler Current Profiler) data collected during research cruise PE13-28 using a RDI OS-75 instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.5281/zenodo.11243197
title: Does Co-Development with AI Assistants Lead to More Maintainable Code? Replication Package

description: This is the replication package for the study "Does Co-Development with AI Assistants Lead to More Maintainable Code?"

Abstract for the registered report:

[Background/Context] AI assistants like GitHub Copilot are transforming software engineering, with several studies highlighting productivity improvements. However, their impact on code quality, particularly in terms of maintainability, requires further investigation.[Objective/Aim] This study aims to examine the influence of AI assistants on software maintainability, specifically assessing how these tools affect the ability of developers to evolve code.[Method] We will conduct a two-phased controlled experiment involving professional developers. In Phase 1, developers will add a new feature to a Java project, with or without the aid of an AI assistant. Phase 2, a randomized controlled trial, will involve a different set of developers evolving random Phase 1 projects - working without AI assistants. We will employ Bayesian analysis to evaluate differences in completion time, perceived productivity, code quality, and test coverage.

Note: To maintain the integrity of the study, i.e., preventing any leakage to AI assistants' training data, we choose not to host the code in a public git repository. Instead, all relevant documents and code are shared through a replication package on Zenodo, available as PDF documents generated by repo2pdf (https://github.com/BankkRoll/repo2pdf). We have deliberately used settings to obfuscate the code (e.g., line numbers) to ensure it will not be scraped by any large language models before the study has been completed.

Contents:



Task 1 instructions.

Task 2 instructions.

The source code the participants will receive.
DOI: 10.5281/zenodo.11402961
title: Does Co-Development with AI Assistants Lead to More Maintainable Code? Replication Package

description: This is the replication package for the study "Does Co-Development with AI Assistants Lead to More Maintainable Code?"

Abstract for the registered report:

[Background/Context] AI assistants like GitHub Copilot are transforming software engineering, with several studies highlighting productivity improvements. However, their impact on code quality, particularly in terms of maintainability, requires further investigation.[Objective/Aim] This study aims to examine the influence of AI assistants on software maintainability, specifically assessing how these tools affect the ability of developers to evolve code.[Method] We will conduct a two-phased controlled experiment involving professional developers. In Phase 1, developers will add a new feature to a Java project, with or without the aid of an AI assistant. Phase 2, a randomized controlled trial, will involve a different set of developers evolving random Phase 1 projects - working without AI assistants. We will employ Bayesian analysis to evaluate differences in completion time, perceived productivity, code quality, and test coverage.

Note: To maintain the integrity of the study, i.e., preventing any leakage to AI assistants' training data, we choose not to host the code in a public git repository. Instead, all relevant documents and code are shared through a replication package on Zenodo, available as PDF documents generated by repo2pdf (https://github.com/BankkRoll/repo2pdf). We have deliberately used settings to obfuscate the code (e.g., line numbers) to ensure it will not be scraped by any large language models before the study has been completed.

Contents:



Task 1 instructions.

Task 2 instructions.

The source code the participants will receive.

A causal graph.
DOI: 10.7284/116485
title: Barometer data collected during research cruise PE13-28 using a Vaisala PTB101B instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.5281/zenodo.12827815
title: Does Co-Development with AI Assistants Lead to More Maintainable Code? Replication Package

description: This is the replication package for the study "Does Co-Development with AI Assistants Lead to More Maintainable Code?"

Abstract for the registered report:

[Background/Context] AI assistants like GitHub Copilot are transforming software engineering, with several studies highlighting productivity improvements. However, their impact on code quality, particularly in terms of maintainability, requires further investigation.[Objective/Aim] This study aims to examine the influence of AI assistants on software maintainability, specifically assessing how these tools affect the ability of developers to evolve code.[Method] We will conduct a two-phased controlled experiment involving professional developers. In Phase 1, developers will add a new feature to a Java project, with or without the aid of an AI assistant. Phase 2, a randomized controlled trial, will involve a different set of developers evolving random Phase 1 projects - working without AI assistants. We will employ Bayesian analysis to evaluate differences in completion time, perceived productivity, code quality, and test coverage.

Note: To maintain the integrity of the study, i.e., preventing any leakage to AI assistants' training data, we choose not to host the code in a public git repository. Instead, all relevant documents and code are shared through a replication package on Zenodo, available as PDF documents generated by repo2pdf (https://github.com/BankkRoll/repo2pdf). We have deliberately used settings to obfuscate the code (e.g., line numbers) to ensure it will not be scraped by any large language models before the study has been completed.

Contents:



Task 1 instructions.

Task 2 instructions.

The source code the participants will receive.

A causal graph with analysis details.
DOI: 10.7284/112322
title: CTD (Conductivity, Temperature, Depth) data collected during research cruise PE13-28 using a SeaBird SBE-911+ instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/116518
title: Hygrometer data collected during research cruise PE13-28 using a Vaisala HMP45 instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/116573
title: Meteorological Station data collected during research cruise PE13-28 using a CWS Magellan instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/112321
title: Transmissometer data collected during research cruise PE13-28 using a WETLabs C-Star instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/112318
title: TSG (Thermosalinograph) data collected during research cruise PE13-28 using a SeaBird SBE-21 instrument system onboard the platform RV Pelican

description: Original (unprocessed) data collected during a Field_expedition