cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7939/r3-2jab-wb91
title: BoardEx Reports - SMDEs Profiles - Set 3 - 2020 April

description: SMDE - senior management, disclosed earners - profiles. Includes: Rest of World (ROW) - SMDEs Profile - Characteristics (2 files); Rest of World (ROW) - SMDEs Profile - Education & Achievements; Rest of World (ROW) - SMDEs Profile - Employment Current Board; Rest of World (ROW) - SMDEs Profile - Employment Current NonBoard; Rest of World (ROW) - SMDEs Profile - Employment Historical Board; Rest of World (ROW) - SMDEs Profile - Employment Historical NonBoard (2 files); and Rest of World (ROW) - SMDEs Profile - Other Activities;
DOI: 10.15468/dl.tu4zz5
title: Occurrence Download

description: A dataset listing the 21 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Geometry POLYGON((-98.7 20.6,-98.7 19.6,-97.4 19.6,-97.4 20.6,-98.7 20.6))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Echeveria DC.",
 "Year 2000-2025"
 ]
}

 The dataset's 21 records were derived from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032540-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.29069309
title: Required files.rar

description: <b>9999211</b> Required files
DOI: 10.15468/dl.kyxzen
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acipenser mikadoi Hilgendorf, 1892"
 ]
}

 The dataset includes 5 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032549-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7939/r3-7tgc-qd31
title: Online supplementary Table S2.1 for chapter 2 of doctoral thesis Zhiying Wang

description: Information of 364 types strains of Enterobacterales in this study
DOI: 10.34740/kaggle/dsv/11819011
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.25919/m91t-2168
title: RV Investigator Voyage IN2024_V02 End of Voyage (EOV) Archive

description: This record describes the End of Voyage (EOV) data archive from the Marine National Facility (MNF) RV Investigator voyage IN2024_V02, titled "SOTS: Southern Ocean Time Series automated moorings for climate and carbon cycle studies southwest of Tasmania." The voyage took place between March 31, 2024 and April 19, 2024 (AEST), departing from Hobart and returning to Hobart.

For further information please refer to the voyage documentation links.

Instruments used and data collected include:
Regular measurements:
Acoustic Doppler Current Profiler (ADCP; 75, 150 KHz ), Greenhouse Gas Analysers (Picarro), Cloud Condensation Nuclei counter (CCN), Condensation Particle Counters (CPC), Disdrometer, Radon sensor, Scanning Mobility Particle Sizers (SMPS), CTD, Hydrochemistry, Fisheries Echosounder (EK80), Multibeam Echosounder (EM710, EM122), Sub-bottom Profiler (SBP120), GPS Positioning System, Doppler Velocity Log, Thermosalinographs (TSG), Fluorometer, Oxygen Optode, pCO2, Multiangle Absorption Photometer (MAAP), Sun photometer (Microtops), Ozone Sensor, Nephelometer, Atmospheric Temperature, Humidity, Pressure, Wind and Rain sensors, Photosynthetically Active Radiation (PAR) sensor, Precision Infrared Radiometer (PIR), Precision Spectral Pyranometer (PSP), Starboard and Portside Radiometers, Air Sampler, Ultra Short BaseLine Underwater Positioning System (USBL), GAW Atmospheric Measurements (Thermo Scientific Model 49i Ozone monitor, PICARRO G2301 Spectrometer, nano Scanning Mobility Particle Sizer (Grimm), Aerodyne Mini-QCL Greenhouse gas spectrometers, Thermo Scientific Model 5012 MultiAngle Atmospheric Photometer, Condensation Particle Counter (TSI 3772), Cloud Condensation Nuclei Counter, Atmospheric nephelometer), Expendable Bathythermographs (XBTs).

Voyage-specific measurements:
Aerosol samples, Deep Towed Camera (DTC), Micro Rain Radar (MRR), Microplastics, Moorings, Multiple Plankton Sampler (HydroBIOS Multinet).

The archive for the IN2024_V02 EOV raw data is curated by the CSIRO National Collections and Marine Infrastructure (NCMI) Information and Data Centre (IDC) in Hobart, with a permanent archive at the CSIRO Data Access Portal (https://data.csiro.au/), providing access to voyage participants and processors of the data collected on the voyage.

All voyage documentation is available electronically to MNF support via the local network. Applications to access voyage documentation by non-CSIRO participants can be made via data-requests-hf@csiro.au.

All processed data from this voyage are made publicly available through the MNF Data Trawler (in the related links).
DOI: 10.25919/s9p3-5r42
title: Image Collection - RV Investigator Voyage IN2024_V02 - Monitoring basketwork eels (Diastobranchus capensis) on Patience seamount

description: This data set contains the imagery collected on the Marine National Facility (MNF) RV Investigator voyage IN2024_V02, titled ‘SOTS: Southern Ocean Time Series automated moorings for climate and carbon cycle studies southwest of Tasmania’. The voyage took place between 31/03/2024 and 19/04/2024 (AEST), departing from Hobart and ending in Hobart. Imagery and acoustics were collected as part of a piggy-back project at Patience seamount to contribute data to CSIRO Project OD-227021 Monitoring KNVs in marine parks using acoustic and optical methods ('basketwork eel').

Instrument(s) used to collect this data:
MNF Deep Towed camera (DTC)

Datasets include: 
Video (oblique forward view)
Stereo stills (oblique forward view)
Navigational data
DOI: 10.7939/r3-e2h8-wa57
title: BoardEx Reports - Board Summaries - 2019 April

description: Board Summary Reports provide information on individual members of boards of directors (by name) including: director role & experience and committee membership. Data goes back to 1999 when available. Includes: Europe - Board Summary; North America (NA) - Board Summary (3 files); Rest of World (ROW) - Board Summary; UK - Board Summary
DOI: 10.7910/dvn/pydssq
title: HSG-12M
title: A Large-Scale Spatial Multigraph Dataset

description: HSG-12M comprises 11.6M spatial multigraphs (so-called Hamiltonian spectral graphs) spanning 1401 characteristic polynomial classes, distilled from 177 TB of spectral potential data. Each Hamiltonian spectral graph embeds the full geometry of a 1D crystal's complex-energy spectrum, with node attributes (coordinates, spectral potential, density of states) and edge attributes (curve coordinates, length, average potential/DOS). Released under CC BY 4.0 and available as 1401 Python .npz files archived in three subsets one-band, two-band, and three-band. Graphs in .npz files are serialized NetworkX MultiGraph objects.
DOI: 10.15468/dl.nt282s
title: Occurrence Download

description: A dataset containing 963165 records in GBIF matching the query:
SELECT specieskey, COUNT(specieskey), continent
 FROM occurrence
 WHERE
 continent IS NOT NULL
 AND continent IS NOT NULL
 AND occurrencestatus = 'PRESENT'
 AND (
 basisofrecord = 'HUMAN_OBSERVATION'
 OR basisofrecord = 'MACHINE_OBSERVATION'
 OR basisofrecord = 'OCCURRENCE'
 OR basisofrecord = 'LIVING_SPECIMEN'
 OR basisofrecord = 'MATERIAL_SAMPLE'
 )
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE') AND datasetkey NOT IN ('ebd01d3e-5e9a-4e80-8ae2-1dfe9a032bf7', '6276fa08-f762-11e1-a439-00145eb45e9a', 'c8fb4ced-0374-46f7-8c03-5eb5a6b70640', '12464931-e8ea-4437-b6df-c280e063b107', 'b7ef1d60-b0a0-11dd-aa14-b8a03c50a862', '10fe7809-00b8-45ed-b743-963520ea7680', '5bc157a5-d52f-4be1-918b-c2950c5e742c', '00cbf1a4-5437-4902-84c8-17643eac3c8c', '0360c673-20fc-420a-845a-05d20f185dcf', '2ddded16-5565-45ee-8aa1-1b8118fa361f') 
 GROUP BY specieskey, continent

 The dataset's 963165 records were derived from 39717 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032535-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qmrsa4
title: Occurrence Download

description: A dataset containing 148 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leptophryne cruentata"
 ]
}

 The dataset includes 148 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026373-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.chytgg
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Ecuador",
 "OccurrenceStatus is Present",
 "TaxonKey is Christiana africana"
 ]
}

 The dataset includes 11 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026375-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rttpq5
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leptophryne javanica"
 ]
}

 The dataset includes 69 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026374-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uytx46
title: Occurrence Download

description: A dataset containing 5041 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Pseudoraphis spinescens"
 ]
}

 The dataset includes 5041 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026376-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yypwjh
title: Occurrence Download

description: A dataset containing 1469 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Clethrionomys californicus"
 ]
}

 The dataset includes 1469 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026379-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pbpu37
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Papua New Guinea",
 "OccurrenceStatus is Present",
 "TaxonKey is Nemapteryx augusta"
 ]
}

 The dataset includes 9 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026380-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18676566
title: Evaluating Others' Well-being: Survey Experiment on Fictional Japanese Celebrities Generated from Wikipedia Articles and ChatGPT

description: This is a replication material for Takaharu Saito, Aguru Ishibashi, Zeyu Lyu, Zhemeng Xie, Sachiko Yasuda, and Hiroki Takikawa. 2026. "Evaluating Others’ Well-being: Survey Experiment on Fictional Japanese Celebrities Generated from Wikipedia Articles and ChatGPT."  PLOS ONE. 

The code reproduces all main figures, tables, and online appendix results reported in the manuscript.
DOI: 10.5281/zenodo.18676565
title: Evaluating Others' Well-being: Survey Experiment on Fictional Japanese Celebrities Generated from Wikipedia Articles and ChatGPT

description: This is a replication material for Takaharu Saito, Aguru Ishibashi, Zeyu Lyu, Zhemeng Xie, Sachiko Yasuda, and Hiroki Takikawa. 2026. "Evaluating Others’ Well-being: Survey Experiment on Fictional Japanese Celebrities Generated from Wikipedia Articles and ChatGPT."  PLOS ONE. 

The code reproduces all main figures, tables, and online appendix results reported in the manuscript.
DOI: 10.15468/dl.gufsnt
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Reynaudia filiformis"
 ]
}

 The dataset includes 25 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026378-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xvw82f
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pelophryne albotaeniata"
 ]
}

 The dataset includes 37 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026381-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.txeh3y
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pelophryne api"
 ]
}

 The dataset includes 41 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026382-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18676628
title: Session Logs for "Rediscovering Architectural Decision Records: How Persistent Design Context Improves LLM Code Generation"

description: Raw session logs from a controlled experiment comparing three conditions of LLM-assisted code generation: (1) vanilla Claude Code (no ADR), (2) sqlew (automated ADR from inception), and (3) vanilla-to-sqlew (retroactive ADR adoption mid-project). The experiment involved 12.5 turns of TypeScript workflow approval system development using Claude Code CLI (Opus 4.6) in Docker environments with zero human design intervention (YOLO mode).

Contents:



session-log-sqlew — JSONL session logs from the sqlew condition (19 turns)

session-log-vanilla — JSONL session logs from the vanilla condition (24 turns, incl. supplementary Turn 12.6)

session-log-vanilla-to-sqlew — JSONL session logs from the vanilla-to-sqlew condition (4 turns, Turn 11.5–12.5)


Each JSONL file contains timestamped records of user prompts, assistant responses (including Chain-of-Thought thinking blocks), and tool usage.

Related Resources:



Experiment results with full commit history: https://github.com/sqlew-io/sqlew-efficacy-study

Replication kit (Docker environments, prompts, analysis methodology): https://github.com/sqlew-io/sqlew-efficacy-replication

sqlew tool: https://github.com/sqlew-io/sqlew
DOI: 10.5281/zenodo.18676627
title: Session Logs for "Rediscovering Architectural Decision Records: How Persistent Design Context Improves LLM Code Generation"

description: Raw session logs from a controlled experiment comparing three conditions of LLM-assisted code generation: (1) vanilla Claude Code (no ADR), (2) sqlew (automated ADR from inception), and (3) vanilla-to-sqlew (retroactive ADR adoption mid-project). The experiment involved 12.5 turns of TypeScript workflow approval system development using Claude Code CLI (Opus 4.6) in Docker environments with zero human design intervention (YOLO mode).

Contents:



session-log-sqlew — JSONL session logs from the sqlew condition (19 turns)

session-log-vanilla — JSONL session logs from the vanilla condition (24 turns, incl. supplementary Turn 12.6)

session-log-vanilla-to-sqlew — JSONL session logs from the vanilla-to-sqlew condition (4 turns, Turn 11.5–12.5)


Each JSONL file contains timestamped records of user prompts, assistant responses (including Chain-of-Thought thinking blocks), and tool usage.

Related Resources:



Experiment results with full commit history: https://github.com/sqlew-io/sqlew-efficacy-study

Replication kit (Docker environments, prompts, analysis methodology): https://github.com/sqlew-io/sqlew-efficacy-replication

sqlew tool: https://github.com/sqlew-io/sqlew
DOI: 10.15468/dl.j9yh4q
title: Occurrence Download

description: A dataset containing 126 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Rhynchospora affinis"
 ]
}

 The dataset includes 126 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026383-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18676675
title: peru-safety23: For ms submission

description: # Data and Code for the paper "The relative importance of safety cues from mixed-species flocks to a neotropical bird community"# Data management and analysis code finalized Jan31,2025# 23SafetyTFLA, contains data management for all trials completed in tierra firme forests# 23SafetyVLA, contains data management for all trials completed in varzea forests# CombineTFVA.23Safety, contains data management for combining the above two datasets# GLMSafety2025, contains code for GLM analysis -- responses to safety cues# LMSafety, contains code for LM analysis -- net distance individuals moved before and after stimulus# ForagingStrategyResponders, contains code for Fisher's Exact Test -- do responders differ from expected in foraging strategy to significant playback species

# Data files are:# 23safetycueTFLA, contains raw data for trials completed in tierra firme forests# 23TFLA.MASTER, contains metadata for each tierra firme trial# 23safetycueVLA, contains raw data for trials completed in varzea forests# 23VLA.MASTER, comtains metadata for each varzea trial# Safety23, contains manipulated data with recruits for each trial for both forest types# net.dist.TFLA23, contains movement data for trials completed in tierra firme# net.dist.VLA23, contains movement data for trials completed in varzea# net.dist.23, contains movement data for both forest types# Responders_Foraging_Ecology, contains species observed in trials and foraging maneuver and subtrate # THAR_Responders_Foraging_Ecology, contains species that responded to THAR treatments# THAR_Spp_Detected_Foraing_Ecology, contains species detected in trials where THAR treatment was played
DOI: 10.5281/zenodo.18676674
title: peru-safety23: For ms submission

description: # Data and Code for the paper "The relative importance of safety cues from mixed-species flocks to a neotropical bird community"# Data management and analysis code finalized Jan31,2025# 23SafetyTFLA, contains data management for all trials completed in tierra firme forests# 23SafetyVLA, contains data management for all trials completed in varzea forests# CombineTFVA.23Safety, contains data management for combining the above two datasets# GLMSafety2025, contains code for GLM analysis -- responses to safety cues# LMSafety, contains code for LM analysis -- net distance individuals moved before and after stimulus# ForagingStrategyResponders, contains code for Fisher's Exact Test -- do responders differ from expected in foraging strategy to significant playback species

# Data files are:# 23safetycueTFLA, contains raw data for trials completed in tierra firme forests# 23TFLA.MASTER, contains metadata for each tierra firme trial# 23safetycueVLA, contains raw data for trials completed in varzea forests# 23VLA.MASTER, comtains metadata for each varzea trial# Safety23, contains manipulated data with recruits for each trial for both forest types# net.dist.TFLA23, contains movement data for trials completed in tierra firme# net.dist.VLA23, contains movement data for trials completed in varzea# net.dist.23, contains movement data for both forest types# Responders_Foraging_Ecology, contains species observed in trials and foraging maneuver and subtrate # THAR_Responders_Foraging_Ecology, contains species that responded to THAR treatments# THAR_Spp_Detected_Foraing_Ecology, contains species detected in trials where THAR treatment was played
DOI: 10.15468/dl.h9dz99
title: Occurrence Download

description: A dataset containing 200948 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lepomis gibbosus",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is MANAGED"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is not null"
 ]
 }
 }
 ]
 },
 {
 "or" : [
 "OccurrenceStatus is Present",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is not null"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 200948 records from 567 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026363-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ek9m3n
title: Occurrence Download

description: A dataset containing 341 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Rhynchospora exserta"
 ]
}

 The dataset includes 341 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026387-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.strgzw
title: Occurrence Download

description: A dataset containing 8318 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ceratitis capitata"
 ]
}

 The dataset includes 8318 records from 117 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026386-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vx56hv
title: Occurrence Download

description: A dataset containing 1013 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Chinese Taipei, Hong Kong, Macao)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Castanopsis faberi"
 ]
}

 The dataset includes 1013 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026388-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.