cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17870/bathspa.31343293
title: Concerto, Violin concerto in A minor, Berkeley Ms 782, ff. 11v-16r, mvt 3, Allegro

description: Berkeley, California (Berkeley Ms 782, 1r-16r), mvt 3, ff. 11v-16r. Score in 6 parts: 'violino principalo; violino secondo; alto viola; violincello obligato; contra bass e cembalo etc. The title page also mentions contrabasso obligato, e cembalo e fagotto'. Dated on f. 16v, 'Richmord in Yorkshire, July 5th 1760'.
DOI: 10.5281/zenodo.17202762
title: madison-restaurant-reviews

description: Hypergraph where nodes are Yelp users and hyperedges are users who reviewed an establishment of a particular category (different types of restaurants in Madison, WI) within a month timeframe. The dataset was derived from the Yelp Kaggle competition data.

Find the dataset details in AHORN.
DOI: 10.17870/bathspa.31343293.v1
title: Violin Concerto in A minor, Berk 782 ,mvt 3 allegro

description: Berkley, California
DOI: 10.17870/bathspa.31343293.v2
title: Concerto, Violin concerto in A minor, Berkeley Ms 782, ff. 11v-16r, mvt 3, Allegro

description: Berkeley, California (Berkeley Ms 782, 1r-16r), mvt 3, ff. 11v-16r. Score in 6 parts: 'violino principalo; violino secondo; alto viola; violincello obligato; contra bass e cembalo etc. The title page also mentions contrabasso obligato, e cembalo e fagotto'. Dated on f. 16v, 'Richmord in Yorkshire, July 5th 1760'.
DOI: 10.15468/dl.srext4
title: Occurrence Download

description: A dataset containing 252 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)"
 ]
 }
 },
 "TaxonKey is Hypericum nummularium",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 252 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009874-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25420/britishmuseum.31362589
title: A Prelude (English version)

description: This prelude offers a contextual introduction to the project and outlines the organising sequence of the digital assets in this repository.
DOI: 10.25420/britishmuseum.31362589.v1
title: A Prelude (English version)

description: This prelude offers a contextual introduction to the project and outlines the organising sequence of the digital assets in this repository.
DOI: 10.25420/britishmuseum.31362592
title: A Prelude (Turkish version)

description: This prelude offers a contextual introduction to the project and outlines the organising sequence of the digital assets in this repository.
DOI: 10.25420/britishmuseum.31362592.v1
title: A Prelude (Turkish version)

description: This prelude offers a contextual introduction to the project and outlines the organising sequence of the digital assets in this repository.
DOI: 10.25921/pjwe-y538
title: 2022 Flower Garden Banks National Marine Sanctuary Long-Term Monitoring of the Coral Reef Caps of East Flower Garden Bank and West Flower Garden Bank (NCEI Accession 0312371)

description: This dataset contains raw and processed data from an annual long-term monitoring program documenting fish and benthic community observations, along with water quality measurements, at East Flower Garden Bank (EFGB) and West Flower Garden Bank (WFGB). These two sites are part of the National Oceanic and Atmospheric Administration’s Flower Garden Banks National Marine Sanctuary (FGBNMS), located in the northwestern Gulf of America. Monitoring began in 1989 and is funded by FGBNMS and the Bureau of Ocean Energy Management, with support from the National Marine Sanctuary Foundation. EFGB and WFGB are coral reef-capped features that form part of a discontinuous arc of reef environments along the outer continental shelf. They rise from salt dome formations located approximately 190 km south of the Texas-Louisiana border and include habitats ranging from 16 to 166 meters in depth. The shallow bank caps lie within the photic zone and support diverse coral, algal, invertebrate, and fish communities, many of which are shared with Caribbean reef systems. Benthic community data are derived from benthic photo analysis using Coral Point Count with Excel extensions (CPCe). Fish surveys are conducted annually using a modified Bohnsack and Bannerot stationary point count method, and results are recorded in Excel spreadsheets. Water quality parameters (e.g., temperature, salinity, turbidity, nutrients) are obtained from moored conductivity-temperature-depth (CTD) instruments, water samples, and quarterly profiling of the water column. Temperature and salinity records are reduced to daily averages for long-term trend analysis.
DOI: 10.15468/dl.kzyw72
title: Occurrence Download

description: A dataset containing 2441 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nasalis larvatus"
 ]
}

 The dataset includes 2441 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009875-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25420/britishmuseum.31362595
title: Fieldwork diary

description: The complete diary of ethnographic fieldwork notes kept by Banu Senay
DOI: 10.25420/britishmuseum.31362595.v1
title: Fieldwork diary

description: The complete diary of ethnographic fieldwork notes kept by Banu Senay
DOI: 10.25420/britishmuseum.31362715
title: Reeds in the wild

description: The sound of reeds in the wind
DOI: 10.25420/britishmuseum.31362715.v1
title: Reeds in the wild

description: The sound of reeds in the wind
DOI: 10.17870/bathspa.31343305
title: Concerto, Viola concerto in C major, Berkeley Ms 784, ff. 6r-7v, mvt 3, Allegro

description: Berkeley, California Berkeley, (Berkeley Ms 784, ff, 1r-17v), mvt 3 ff, 6r-7v. Score in 4 parts: violin 1; violin 2; viola (solo and tutti sections marked), basso. This movement is unfinished in places.
DOI: 10.17870/bathspa.31343305.v2
title: Concerto, Viola concerto in C major, Berkeley Ms 784, ff. 6r-7v, mvt 3, Allegro

description: Berkeley, California Berkeley, (Berkeley Ms 784, ff, 1r-17v), mvt 3 ff, 6r-7v. Score in 4 parts: violin 1; violin 2; viola (solo and tutti sections marked), basso. This movement is unfinished in places.
DOI: 10.17870/bathspa.31343305.v1
title: Concerto in C Major, Berk 784, mvt 3 allegro

description: Berkley, California
DOI: 10.18710/4fbt38
title: Extended Data for: Quality-Diversity Search in Sound Generation: Investigating Innovation Engines for Audio Exploration

description: Data accompanying the article Quality-Diversity Search in Sound Generation: Investigating Innovation Engines for Audio Exploration. The Innovation Engine algorithm is used to evolve sounds, where Quality Diversity search is guided by the YAMNet classifier to discover sounds.
description: This study draws on the challenges that composers and sound designers face in
creating and refining new tools to achieve their musical goals. Utilising evolution-
ary processes to promote diversity and foster serendipitous discoveries, we propose
to automate the search through uncharted sonic spaces for sound discovery. We
argue that such diversity promoting algorithms can bridge a technological gap
between the theoretical realisation and practical accessibility of sounds. Specif-
ically, in this paper we describe a system for generative sound synthesis using
a combination of Quality Diversity (QD) algorithms and a supervised discrimi-
native model, inspired by the Innovation Engine algorithm. The study explores
different configurations of the generative system and investigates the interplay
between the chosen sound synthesis approach and the discriminative model. We
further examine the interaction between Compositional Pattern Producing Net-
works (CPPNs) and Digital Signal Processing (DSP) graphs, introducing a novel
approach with multiple specialized CPPNs for different frequency ranges. This
configuration results in simpler CPPN networks while maintaining comparable
performance to single-CPPN setups. The research also investigates evolution-
ary stepping stones by analyzing goal switches between musical and non-musical
contexts, revealing how lineages traverse unlikely paths to current elites. Addi-
tionally, we explore the temporal dimension of sound generation by expanding
the behavior space from a previous study to include various sound durations,
uncovering specialization within temporal niches. The results indicate that a
combination of CPPN + Digital Signal Processing (DSP) graphs coupled with
Multi-dimensional Archive of Phenotypic Elites (MAP-Elites) and a deep learn-
ing classifier can generate a substantial variety of synthetic sounds. Our expanded
experiments demonstrate the system’s ability to produce diverse and innovative
sound objects across different temporal and contextual dimensions. The study
concludes by presenting the generated sound objects through an online explorer
and as rendered sound files. Furthermore, in the context of music composition,
we present an experimental application that showcases the creative potential of
our discovered sounds, highlighting the system’s capacity for generating versatile
sonic material across various durations and contexts.
description: kromosynth-cli, 2023-11-30
description: kromosynth-evaluate, 2023-11-30
description: kromosynth, 2023-11-30
DOI: 10.18710/gs4rt0
title: Supporting data for: Exploring Definitions of Quality and Diversity in Sonic Measurement Spaces

description: Data accompanying the article Exploring Definitions of Quality and Diversity in Sonic Measurement Spaces The Innovation Engine algorithm is used to evolve sounds, where Quality Diversity search is guided by Behaviour Definitions by unsupervised models and full-reference and no-reference quality evaluation approaches.
description: Sonic discoveries have shaped and transformed creative processes in sound art and music production. Compositions prompted by new timbres influence and improve our lives. Modern technology offers a vast space of sonic possibilities to explore. Background and expertise influence the explorers ability to navigate that space of possibilities. Efforts have been made to develop automated systems that can systematically generate and explore these sonic possibilities. One route of such efforts has involved the search for diversity and quality with evolutionary algorithms, automating the evaluation of those metrics with supervised models. We continue on that path of investigation by further exploring possible definitions of quality and diversity in sonic measurement spaces by applying and dynamically redefining unsupervised models to autonomously illuminate sonic search spaces. In particular we investigate the applicability of unsupervised dimensionality reduction models for defining dynamically expanding, structured containers for a quality diversity search algorithm to operate within. Furthermore we evaluate different approaches for defining sonic characteristics with different feature extraction approaches. Results demonstrate considerable ability in autonomously discovering a diversity of sounds, as well as limitations of simulating evolution within the confines of a single, structured, albeit dynamically redefined, search landscape. Sound objects discovered in traversals through such autonomously illuminated sonic spaces can serve as resources in shaping our lives and steering them through diverse creative paths, along which stepping stones towards interesting innovations can be collected and used as input to human culture.
description: kromosynth-cli, 2025-01-15
description: kromosynth-evaluate, 2025-01-15
description: kromosynth-render, 2025-01-15
description: kromosynth, 2025-01-15
DOI: 10.18710/bax9n5
title: Supporting Data for: Towards Sound Innovation Engines Using Pattern-Producing Networks and Audio Graphs
title: Sonic design with evolutionary algorithms

description: Data accompanying the article Towards Sound Innovation Engines Using Pattern-Producing Networks and Audio Graphs. The Innovation Engine algorithm is used to evolve sounds, where Quality Diversity search is guided by the YAMNet classifier to discover sounds.
description: This study proposes the application of a system for generative sound synthesis that automates the discovery of inspiring sounds using Quality Diversity algorithms and a discriminative model inspired by the Innovation Engine algorithm. The approach addresses the challenges composers face in creating and refining new tools to achieve their musical goals. By promoting diversity and fostering serendipitous discoveries, the proposed approach expands the composer’s palette and makes the entirety of the sonic domain more accessible. The study presents generated sound objects through an online explorer and as rendered sound files, as well as an experimental application showcasing the creative potential of the discovered sounds. Our proposed approach offers a promising direction for sonic design that embraces automation, serendipity, and creativity.
description: kromosynth-cli, 1.0.8
DOI: 10.17870/bathspa.31343299
title: Concerto, Viola concerto in C major, Berkeley Ms 784, ff. 4r-5v, mvt 2, Adagio

description: Berkeley, California, (Berkeley Ms 784, ff, 1r-17v), mvt 2 ff, 4r-5v. Score in 4 parts: violin 1; violin 2; viola (solo and tutti sections marked), basso.
DOI: 10.17870/bathspa.31343299.v2
title: Concerto, Viola concerto in C major, Berkeley Ms 784, ff. 4r-5v, mvt 2, Adagio

description: Berkeley, California, (Berkeley Ms 784, ff, 1r-17v), mvt 2 ff, 4r-5v. Score in 4 parts: violin 1; violin 2; viola (solo and tutti sections marked), basso.
DOI: 10.17870/bathspa.31343299.v1
title: Concerto in C Major, Berk 784, mvt 2 allegro

description: Berkley, California
DOI: 10.6084/m9.figshare.31410123
title: Data set for Blcokchain latency

description: Data set for Blcokchain latency
DOI: 10.6084/m9.figshare.31410123.v1
title: Data set for Blcokchain latency

description: Data set for Blcokchain latency
DOI: 10.15468/dl.3v3zvm
title: Occurrence Download

description: A dataset containing 6161 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Euphydryas cynthia"
 ]
}

 The dataset includes 6161 records from 130 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009876-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25420/britishmuseum.31362832
title: Annotation and transcription

description: Annotation and transcription (in English and Turkish) of an interview with Neyzen Salih Bilgin on Samandağ reeds
DOI: 10.25420/britishmuseum.31362832.v1
title: Annotation and transcription

description: Annotation and transcription (in English and Turkish) of an interview with Neyzen Salih Bilgin on Samandağ reeds
DOI: 10.25420/britishmuseum.31362901
title: Annotation and transcription

description: Annotation and transcription (in English and Turkish) of an interview with ethnobiologist and academic Professor Yelda Güzel
DOI: 10.25420/britishmuseum.31362901.v1
title: Annotation and transcription

description: Annotation and transcription (in English and Turkish) of an interview with ethnobiologist and academic Professor Yelda Güzel
DOI: 10.34740/kaggle/dsv/14957719
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.25420/britishmuseum.31363045
title: Annotation and transcription

description: Annotation and transcription (in English and Turkish) of an interview with reed harvester Ali Sağlam
DOI: 10.25420/britishmuseum.31363045.v1
title: Annotation and transcription

description: Annotation and transcription (in English and Turkish) of an interview with reed harvester Ali Sağlam
DOI: 10.5517/ccdc.csd.cc2nrw9m
title: CCDC 2465811: Experimental Crystal Structure Determination

description: Related Article: Yong Liu, Heng Liu, Zhi-Hui Wang, Yilitabaier Julaiti, Zhang-Pei Chen, Jian-She Hu, Qing-An Chen|2026|J.Am.Chem.Soc.|||doi:10.1021/jacs.6c01318
description: Related Article: Liu Yong|2025|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25420/britishmuseum.31363102
title: Annotation and transcription

description: Annotation and transcription (in English and Turkish) of an interview with Cemil Kahiloğulları, a reed harvester from Samandağ
DOI: 10.25420/britishmuseum.31363102.v1
title: Annotation and transcription

description: Annotation and transcription (in English and Turkish) of an interview with Cemil Kahiloğulları, a reed harvester from Samandağ
DOI: 10.17870/bathspa.31343296
title: Concerto, Viola concerto in C major, Berkeley Ms 784, ff, 1r-4r, mvt 1, Allegro?

description: Berkeley, California, (Berkeley Ms 784, ff, 1r-17v), mvt 1 ff, 1r-4r. Score in 4 parts: violin 1; violin 2; viola (solo and tutti sections marked), basso.
DOI: 10.17870/bathspa.31343296.v2
title: Concerto, Viola concerto in C major, Berkeley Ms 784, ff, 1r-4r, mvt 1, Allegro?

description: Berkeley, California, (Berkeley Ms 784, ff, 1r-17v), mvt 1 ff, 1r-4r. Score in 4 parts: violin 1; violin 2; viola (solo and tutti sections marked), basso.
DOI: 10.17870/bathspa.31343296.v1
title: Concerto in C Major, Berk 784, mvt 1 allegro

description: Berkley, California
DOI: 10.15468/dl.g3x6nm
title: Occurrence Download

description: A dataset containing 1145 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Material citation, Specimen, Living Specimen)",
 "OccurrenceStatus is Present",
 "TaxonKey is Anopheles atroparvus"
 ]
}

 The dataset includes 1145 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009877-260221153910048/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.31410162
title: Process-based life cycle assessment of thermoplastic composite components manufacturing for automotive applications

description: Thermoplastic-based composite materials are increasingly attractive for lightweight structural applications because of their favourable properties and their inherently higher recyclability compared to traditional thermoset composites. However, the real environmental advantages of these materials depend strongly on how production scrap is handled and valorised. This study examines the manufacturing of a Polypropylene/Glass Fibre Reinforced (PP/GF) automotive bracket and compares three strategies for managing out‑of‑figure scrap: landfill disposal, closed-loop recycling into new composite plates, and open-loop recycling into filament for additive manufacturing. A Life Cycle Assessment (LCA) was carried out using SimaPro v9.5 and the Ecoinvent v3.9 database, supported by primary data collected at the industrial facility. The functional unit is one lightweight automotive bracket, and the system boundary is cradle‑to‑gate, covering raw material production, impregnation, cutting, heating, thermoforming, robotic trimming, and scrap treatment processes. To assess the influence of energy sources on recycling performance, two electricity mixes (Italy and Norway) were evaluated. The environmental benefits of lightweight components in automotive applications were also quantified. Results show that combining LCA with detailed production data provides meaningful insights for circularity in automotive composites, underscoring the need for advanced recycling solutions and reliance on renewable energy to support SDG 9 and SDG 12.
DOI: 10.6084/m9.figshare.31410162.v1
title: Process-based life cycle assessment of thermoplastic composite components manufacturing for automotive applications

description: Thermoplastic-based composite materials are increasingly attractive for lightweight structural applications because of their favourable properties and their inherently higher recyclability compared to traditional thermoset composites. However, the real environmental advantages of these materials depend strongly on how production scrap is handled and valorised. This study examines the manufacturing of a Polypropylene/Glass Fibre Reinforced (PP/GF) automotive bracket and compares three strategies for managing out‑of‑figure scrap: landfill disposal, closed-loop recycling into new composite plates, and open-loop recycling into filament for additive manufacturing. A Life Cycle Assessment (LCA) was carried out using SimaPro v9.5 and the Ecoinvent v3.9 database, supported by primary data collected at the industrial facility. The functional unit is one lightweight automotive bracket, and the system boundary is cradle‑to‑gate, covering raw material production, impregnation, cutting, heating, thermoforming, robotic trimming, and scrap treatment processes. To assess the influence of energy sources on recycling performance, two electricity mixes (Italy and Norway) were evaluated. The environmental benefits of lightweight components in automotive applications were also quantified. Results show that combining LCA with detailed production data provides meaningful insights for circularity in automotive composites, underscoring the need for advanced recycling solutions and reliance on renewable energy to support SDG 9 and SDG 12.
DOI: 10.25420/britishmuseum.31363279
title: Annotation and transcription

description: Annotation and transcription (in English and Turkish) of an interview with İsmail Burak Sarıca at his Istanbul apartment
DOI: 10.25420/britishmuseum.31363279.v1
title: Annotation and transcription

description: Annotation and transcription (in English and Turkish) of an interview with İsmail Burak Sarıca at his Istanbul apartment
DOI: 10.5281/zenodo.18771507
title: madison-restaurant-reviews

description: Hypergraph where nodes are Yelp users and hyperedges are users who reviewed an establishment of a particular category (different types of restaurants in Madison, WI) within a month timeframe. The dataset was derived from the Yelp Kaggle competition data.

Find the dataset details in AHORN.
DOI: 10.5281/zenodo.17202761
title: madison-restaurant-reviews

description: Hypergraph where nodes are Yelp users and hyperedges are users who reviewed an establishment of a particular category (different types of restaurants in Madison, WI) within a month timeframe. The dataset was derived from the Yelp Kaggle competition data.

Find the dataset details in AHORN.
DOI: 10.5281/zenodo.18771488
title: PRINCIPLES OF THERMAL CARE IN NEONATES WITH HYPOTHERMIA: EVIDENCE-BASED APPROACHES IN TERM AND PRETERM INFANTS
DOI: 10.5281/zenodo.18771487
title: PRINCIPLES OF THERMAL CARE IN NEONATES WITH HYPOTHERMIA: EVIDENCE-BASED APPROACHES IN TERM AND PRETERM INFANTS
DOI: 10.15468/dl.zy4rmf
title: Occurrence Download

description: A dataset containing 1312 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aster pyrenaeus"
 ]
}

 The dataset includes 1312 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009879-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.