cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.30042556
title: Are Large Language Models Ready for Quantum Software Engineering? A Multivocal Literature Review

description: This repository contains all the articles screened and included in our multivocal literature review on the use of Large Language Models in Quantum Software Engineering. The data stored in the repository was collected through queries conducted on ACM Digital Library, IEEE Xplore, Scopus, arXiv, and Google Search. The repository also reports the inclusion, exclusion, and quality-assessment criteria applied throughout the study selection process.
DOI: 10.6084/m9.figshare.30042556.v1
title: Are Large Language Models Ready for Quantum Software Engineering? A Multivocal Literature Review

description: This repository contains all the articles screened and included in our multivocal literature review on the use of Large Language Models in Quantum Software Engineering. The data stored in the repository was collected through queries conducted on ACM Digital Library, IEEE Xplore, Scopus, arXiv, and Google Search. The repository also reports the inclusion, exclusion, and quality-assessment criteria applied throughout the study selection process.
DOI: 10.5281/zenodo.18806828
title: LES Cloud Scenes and IPA Retrieval Dataset for Deep Learning-Based Estimation of Cloud Microphysical Properties and Cloud Mask

description: This dataset contains 902 Large Eddy Simulation (LES) cloud scenes from the LASSO modeling framework together with corresponding Independent Pixel Approximation (IPA) retrieval outputs.

For each scene, native LES cloud microphysical properties, cloud masks, and simulated reflectances at 0.66 µm and 2.13 µm are provided on a 100 m grid, alongside IPA-retrieved effective radius and optical thickness fields derived from the same scenes.

The dataset accompanies the study A Study of Estimating Atmospheric Cloud Microphysical Properties and Cloud Mask using Deep Learning Techniques and provides the data used for model training, evaluation, and analysis.
DOI: 10.5281/zenodo.18806829
title: LES Cloud Scenes and IPA Retrieval Dataset for Deep Learning-Based Estimation of Cloud Microphysical Properties and Cloud Mask

description: This dataset contains 902 Large Eddy Simulation (LES) cloud scenes from the LASSO modeling framework together with corresponding Independent Pixel Approximation (IPA) retrieval outputs.

For each scene, native LES cloud microphysical properties, cloud masks, and simulated reflectances at 0.66 µm and 2.13 µm are provided on a 100 m grid, alongside IPA-retrieved effective radius and optical thickness fields derived from the same scenes.

The dataset accompanies the study A Study of Estimating Atmospheric Cloud Microphysical Properties and Cloud Mask using Deep Learning Techniques and provides the data used for model training, evaluation, and analysis.
DOI: 10.5281/zenodo.18816990
title: oxybelis_aeneus_decontaminated_FSCR.fasta.gz
DOI: 10.5281/zenodo.18816991
title: oxybelis_aeneus_decontaminated_FSCR.fasta.gz
DOI: 10.5281/zenodo.18816946
title: Foto-dependencia magnética en la magnetorrecepción de las pupas de Tenebrio molitor

description: Tipo y origen de los datos

La base de datos contiene los resultados experimentales originales obtenidos a partir de dos experimentos diseñados para evaluar el efecto de la luz azul en el movimiento abdominal de pupas de Tenebrio molitor expuestas a campo magnético invertido. Los datos se recolectaron bajo condiciones controladas de laboratorio y corresponden a registros conductuales.

Organismos y condiciones experimentales

Se evaluaron en total 36 pupas, distribuidas en tres grupos experimentales de 12 individuos cada uno. Todas las pupas tenían tres horas de emergencia, con el fin de homogeneizar las condiciones iniciales del desarrollo. Cabe señalar que las pupas se mantuvieron a una temperatura promedio de 22.7 °C, con 50–70 % de humedad relativa y ausencia de luz. 

Durante los experimentos, cada pupa se colocó de manera individual en una cámara experimental de acrílico negro, con orientación cefálica hacia el norte magnético, y expuesta durante 30 minutos al tratamiento correspondiente.

Variables evaluadas

La base de datos incluye las siguientes variables:



Duración de la exposición: tiempo de aplicación del estímulo (30 minutos).

Número de individuo en cada grupo experimental: 12 individuos por grupo

Tratamiento: condición experimental


-Intensidad de campo magnético, expresada en microteslas (µT):





Campo invertido (−35.2 µT) como control



-Condición lumínica: exposición de las pupas a la condición lumínica





Luz azul (470 nm).

Luz azul (470 nm) + Campo invertido (−35.2 µT)


Número de contracciones abdominales: conteo total de movimientos abdominales registrados durante el periodo de exposición.


Obtención de los datos

La inversión del campo magnético fue mediante bobinas de Helmholtz, alineadas en sentido opuesto al campo geomagnético terrestre, y controladas por un sistema basado en Arduino para mantener el tiempo de exposición. La intensidad del campo fue verificada con un magnetómetro y el software Magnetometer.

Las sesiones experimentales fueron grabadas en video con un teléfono celular (Motorola Moto G73). Posteriormente, los videos fueron analizados mediante el software Tracker, que permitió cuantificar el número de contracciones abdominales durante los 30 minutos de exposición. 

Formato del archivo

Los datos se presentan en un archivo con formato CSV (Comma-Separated Values), compatible con software estadístico.

Cada fila corresponde a un individuo, y cada columna a una variable experimental. El archivo utiliza:



Valores numéricos para las variables cuantitativas y valores categóricos definidos para los tratamientos
DOI: 10.5281/zenodo.18816945
title: Foto-dependencia magnética en la magnetorrecepción de las pupas de Tenebrio molitor

description: Tipo y origen de los datos

La base de datos contiene los resultados experimentales originales obtenidos a partir de dos experimentos diseñados para evaluar el efecto de la luz azul en el movimiento abdominal de pupas de Tenebrio molitor expuestas a campo magnético invertido. Los datos se recolectaron bajo condiciones controladas de laboratorio y corresponden a registros conductuales.

Organismos y condiciones experimentales

Se evaluaron en total 36 pupas, distribuidas en tres grupos experimentales de 12 individuos cada uno. Todas las pupas tenían tres horas de emergencia, con el fin de homogeneizar las condiciones iniciales del desarrollo. Cabe señalar que las pupas se mantuvieron a una temperatura promedio de 22.7 °C, con 50–70 % de humedad relativa y ausencia de luz. 

Durante los experimentos, cada pupa se colocó de manera individual en una cámara experimental de acrílico negro, con orientación cefálica hacia el norte magnético, y expuesta durante 30 minutos al tratamiento correspondiente.

Variables evaluadas

La base de datos incluye las siguientes variables:



Duración de la exposición: tiempo de aplicación del estímulo (30 minutos).

Número de individuo en cada grupo experimental: 12 individuos por grupo

Tratamiento: condición experimental


-Intensidad de campo magnético, expresada en microteslas (µT):





Campo invertido (−35.2 µT) como control



-Condición lumínica: exposición de las pupas a la condición lumínica





Luz azul (470 nm).

Luz azul (470 nm) + Campo invertido (−35.2 µT)


Número de contracciones abdominales: conteo total de movimientos abdominales registrados durante el periodo de exposición.


Obtención de los datos

La inversión del campo magnético fue mediante bobinas de Helmholtz, alineadas en sentido opuesto al campo geomagnético terrestre, y controladas por un sistema basado en Arduino para mantener el tiempo de exposición. La intensidad del campo fue verificada con un magnetómetro y el software Magnetometer.

Las sesiones experimentales fueron grabadas en video con un teléfono celular (Motorola Moto G73). Posteriormente, los videos fueron analizados mediante el software Tracker, que permitió cuantificar el número de contracciones abdominales durante los 30 minutos de exposición. 

Formato del archivo

Los datos se presentan en un archivo con formato CSV (Comma-Separated Values), compatible con software estadístico.

Cada fila corresponde a un individuo, y cada columna a una variable experimental. El archivo utiliza:



Valores numéricos para las variables cuantitativas y valores categóricos definidos para los tratamientos
DOI: 10.15468/dl.bvu4cu
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mico acariensis",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004502-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18794048
title: Distribution of Myristicaceae species in Acre, Brazil

description: We provide here a dataset of Myristicaceae species in the state of Acre, Brazil. It contains 405 records for the 34 species. The dataset was built by compiling data from four databases and analyzed herbarium collections; it contains information on the taxonomy and distribution of the species, and reproductive structures collected.
DOI: 10.5281/zenodo.18794047
title: Distribution of Myristicaceae species in Acre, Brazil

description: We provide here a dataset of Myristicaceae species in the state of Acre, Brazil. It contains 405 records for the 34 species. The dataset was built by compiling data from four databases and analyzed herbarium collections; it contains information on the taxonomy and distribution of the species, and reproductive structures collected.
DOI: 10.15468/dl.pqtwff
title: Occurrence Download

description: A dataset containing 629 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Spider specimen data from Satoyama landscapes, including abandoned farmland, collected over multiple periods in Machida City, Tokyo"
 ]
}

 The dataset includes 629 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004503-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/v6umy8
title: Academy of Natural Sciences Ichthyology Collection

description: Established in 1812, The Academy of Natural Sciences hosts one of the most important collections of preserved fishes in the world with an estimated 1.6 million specimens in 155,000 lots representing more than 15,000 species. The collection is particularly rich in catfishes (Order Siluriformes), minnows (Cypriniformes) and eels (Anguilliformes). Geographically, its strengths include freshwater species of North and South America and marine species of the North Atlantic and Indian Oceans. ANSP also has one of the world’s largest collections of fish types with 2,797 primary and 17,881 secondary type specimens representing 1,857 and 2,048 species/subspecies, respectively. In total, ANSP types represent ~3,086 species/subspecies and ~8.4% of all fish species ever named as such (as of Jan 2024). Specimens aside, staff have assembled and curate ~18,000 frozen tissue samples of thousands of fish species primarily from the U.S. and South America.
DOI: 10.15468/dl.vgyadc
title: Occurrence Download

description: A dataset containing 142 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mico argentatus",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 142 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004504-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nn8ud9
title: Occurrence Download

description: A dataset containing 175 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Liquidambar yunnanensis"
 ]
}

 The dataset includes 175 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004505-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.939y7h
title: Occurrence Download

description: A dataset containing 238 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Handroanthus",
 "MediaType is not null",
 "Country is Venezuela (Bolivarian Republic of)"
 ]
}

 The dataset includes 238 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004506-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34804/supra.20210928392
title: Complexation of acridine orange by cucurbit[7]uril and β-cyclodextrin: photophysical effects and pKashifts

description: The host–guest interactions of the neutral (AO) and cationic (AOH+) forms of the dye acridine orange with the macrocyclic hosts cucurbit[7]uril (CB7) and β-cyclodextrin (β-CD) were investigated by using ground-state absorption and steady-state as well as time-resolved fluorescence measurements. The cationic
DOI: 10.15468/dl.vyetfg
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mico chrysoleucos",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 56 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004508-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/30529
title: Chandra X-ray Observatory ObsId 30529

description: The interactions between quasar relativistic jets and BAL winds
DOI: 10.5281/zenodo.18805093
title: Computational Bioprospecting of Natural Compounds Targeting PfLDH for Malaria

description: This dataset contains the results of a computational bioprospecting study aimed at discovering novel inhibitors for Plasmodium falciparum lactate dehydrogenase (PfLDH), a key target in malaria treatment. The data includes molecular docking results, molecular dynamics simulations, and in silico mutagenesis analyses of 24,316 natural product compounds retrieved from Traditional Chinese Medicine (TCM) databases. The study used advanced computational techniques such as molecular docking, molecular dynamics (MD) simulations, and in silico mutagenesis to identify potential antimalarial compounds that can inhibit PfLDH, especially in the presence of enzyme mutations associated with drug resistance. This dataset is valuable for researchers in the field of drug discovery and malaria treatment, as it provides computational insights into the efficacy of natural compounds as potential inhibitors of PfLDH, which could offer a novel approach to counteract the growing problem of drug resistance in malaria.
DOI: 10.5281/zenodo.18805092
title: Computational Bioprospecting of Natural Compounds Targeting PfLDH for Malaria

description: This dataset contains the results of a computational bioprospecting study aimed at discovering novel inhibitors for Plasmodium falciparum lactate dehydrogenase (PfLDH), a key target in malaria treatment. The data includes molecular docking results, molecular dynamics simulations, and in silico mutagenesis analyses of 24,316 natural product compounds retrieved from Traditional Chinese Medicine (TCM) databases. The study used advanced computational techniques such as molecular docking, molecular dynamics (MD) simulations, and in silico mutagenesis to identify potential antimalarial compounds that can inhibit PfLDH, especially in the presence of enzyme mutations associated with drug resistance. This dataset is valuable for researchers in the field of drug discovery and malaria treatment, as it provides computational insights into the efficacy of natural compounds as potential inhibitors of PfLDH, which could offer a novel approach to counteract the growing problem of drug resistance in malaria.
DOI: 10.15468/dl.unjjaa
title: Occurrence Download

description: A dataset containing 10228 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Europe",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "DatasetKey is one of (Rotherham Biological Records Centre - Non-sensitive Records from all taxonomic groups, All taxa records for Leicestershire and Rutland, Shropshire Ecological Data Network database, National Trust Species Records, Manchester Entomological Society: Diptera, SEWBReC Diptera - True Flies (South East Wales), Record species dataset covering Cheshire, Halton, Warrington & Wirral, Welsh Invertebrate Database (WID), iNaturalist Research-grade Observations, Hoverfly records verified via iRecord)",
 "PublishingOrg is one of (1467829d-0779-43eb-9fab-0e27e48b6457, 1c6f1c68-6ba9-4e36-97c7-8a58315d8698, c5eac644-b0c4-48e2-87d0-dc9c33cbb8a4, 2f855af0-a1cc-4478-b370-ddbd1e40f6eb, b663df19-4d5d-4139-96bb-32a83e24113f, 48f02f0c-5287-4b0a-bdf1-cee8f9665285, 25318ae9-d1de-456f-baa2-4515ff1f33b1, ee45975b-3d89-42b5-ac7a-c03f47b6dcb4, 28eb1a3f-1c15-4a95-931a-4af90ecb574d, 0c392aa0-a452-4254-be5c-e49dd60e9b02)",
 "TaxonKey is Syrphus ribesii",
 "Year 1980-2024"
 ]
}

 The dataset includes 10228 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004509-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t9z2fe
title: Occurrence Download

description: A dataset containing 629 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Spider specimen data from Satoyama landscapes, including abandoned farmland, collected over multiple periods in Machida City, Tokyo"
 ]
}

 The dataset includes 629 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004510-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z62czq
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mico emiliae",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 27 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004511-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/32178
title: Chandra X-ray Observatory ObsId 32178

description: The interactions between quasar relativistic jets and BAL winds
DOI: 10.25574/32179
title: Chandra X-ray Observatory ObsId 32179

description: The interactions between quasar relativistic jets and BAL winds
DOI: 10.25574/32180
title: Chandra X-ray Observatory ObsId 32180

description: The interactions between quasar relativistic jets and BAL winds
DOI: 10.15468/dl.6vctfd
title: Occurrence Download

description: A dataset containing 132 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mico humeralifer",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 132 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004512-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wdg6v6
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mico humilis",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004513-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kxhs4x
title: Occurrence Download

description: A dataset containing 2139 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "TaxonKey is Sticta"
 ]
}

 The dataset includes 2139 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004514-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18817026
title: oxyrhopus_occipitalis_decontaminated_FSCR.fasta.gz
DOI: 10.5281/zenodo.18817027
title: oxyrhopus_occipitalis_decontaminated_FSCR.fasta.gz
DOI: 10.15468/dl.5bem3s
title: Occurrence Download

description: A dataset containing 9287 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Metarhizium anisopliae"
 ]
}

 The dataset includes 9287 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004515-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48366/r1587021
title: A comparative analysis of high resource requirements in LLM Merging

description: This Table presents a comparative analysis of LLM merging approaches that incur high resource requirements.
DOI: 10.48366/r1587023
title: A comparative analysis of Medium&Low resource requirements in LLM Merging

description: This table presents a comparative analysis of LLM merging approaches that exhibit low or medium resource requirements
DOI: 10.34740/kaggle/dsv/14996361
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.gs3h2g
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mico intermedius",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004516-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3k7b5t
title: Occurrence Download

description: A dataset containing 881 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ancylometes bogotensis"
 ]
}

 The dataset includes 881 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004517-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nnrdeb
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mico leucippe",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 27 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004518-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18817081
title: panicum_sumatrense_decontaminated_FSCR.fasta.gz
DOI: 10.5281/zenodo.18817080
title: panicum_sumatrense_decontaminated_FSCR.fasta.gz
DOI: 10.34804/supra.20210928173
title: Self-assembled orthoester cryptands: orthoester scope, post-functionalization, kinetic locking and tunable degradation kinetics

description: Self-assembled orthoester cryptands offer appealing properties for applications in ion sensing and transport, such as convenient post-functionalization and tunable biodegradation.