cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.31304680
title: Flagellar motor switching patterns of <i>E. coli</i> cells with and without CheR/CheB

description: The file named “<b>_Raw.txt</b>” represents <b>the </b><b>r</b><b>aw time trace of the rotational speed</b> of a motor. Motor Y and Motor Y’ indicate two motors located on the same cell. First column represents time (s). Second column represents raw time trace of rotational speed (Hz).The file named “<b>_CK and ternarized.txt</b>” contains <b>the </b><b>C</b><b>K‑filtered*</b><sup><strong>1</strong></sup><b> time trace of the rotational speed</b> and <b>the corresponding rotational direction</b> of a motor. Motor Y and Motor Y’ indicate two motors located on the same cell.Time (s)Time trace of the rotation direction derived from the CK‑filtered time trace of rotational speed. Values above +10 Hz are defined as CCW rotation (+1), values between +10 Hz and −10 Hz are defined as a stop (0), and values below −10 Hz are defined as CW rotation (−1).CK‑filtered time trace of the rotational speed (Hz). The filtering was performed using a window size of 100 and a weight of 10. <b>*1</b>, Chung, S. H., and R. A. Kennedy. 1991. Forward-backward non-linear filtering technique for extracting small biological signals from noise. J. Neurosci. Methods. 40:71–86.<br>
DOI: 10.5519/qd.zzd38cka
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (243 records)
DOI: 10.6084/m9.figshare.31304680.v1
title: Flagellar motor switching patterns of <i>E. coli</i> cells with and without CheR/CheB

description: The file named “<b>_Raw.txt</b>” represents <b>the </b><b>r</b><b>aw time trace of the rotational speed</b> of a motor. Motor Y and Motor Y’ indicate two motors located on the same cell. First column represents time (s). Second column represents raw time trace of rotational speed (Hz).The file named “<b>_CK and ternarized.txt</b>” contains <b>the </b><b>C</b><b>K‑filtered*</b><sup><strong>1</strong></sup><b> time trace of the rotational speed</b> and <b>the corresponding rotational direction</b> of a motor. Motor Y and Motor Y’ indicate two motors located on the same cell.Time (s)Time trace of the rotation direction derived from the CK‑filtered time trace of rotational speed. Values above +10 Hz are defined as CCW rotation (+1), values between +10 Hz and −10 Hz are defined as a stop (0), and values below −10 Hz are defined as CW rotation (−1).CK‑filtered time trace of the rotational speed (Hz). The filtering was performed using a window size of 100 and a weight of 10. <b>*1</b>, Chung, S. H., and R. A. Kennedy. 1991. Forward-backward non-linear filtering technique for extracting small biological signals from noise. J. Neurosci. Methods. 40:71–86.<br>
DOI: 10.5281/zenodo.18618888
title: ABSA Beer dataset and code

description: The datasets are results of the paper 

Unsupervised Aspect-Based Sentiment Analysis through LLM: A Case Study of an Unlabeled Portuguese Beer Database

Data sets:

Reviews Main (step_3_reviews_main.csv):

Step 3 produced this dataset, which supports the analysis of review comments, quantitative beer attributes, and review-related information, as summarized in Table 2. From the 67,083 reviews obtained in the previous step, 7,100 reviews (10.58%) were classified as non-relevant, while 59,982 reviews (89.42%) were deemed relevant. Consequently, the final dataset comprises 59,982 records.

Reviews Sample (step_4_1_reviews_sample.csv):

Step 4 generated this dataset as a subset of the Reviews Main, with 108 reviews, particularly suitable for benchmarking and validating new ABSA methodologies along side the ABSA Gold base.

ABSA Gold (step_4_ABSA_Gold.csv):

This manually annotated dataset, derived from Reviews Sample, serves as a gold standard for comparative evaluation of prompt-based approaches applied to the Reviews Sample dataset. It contains 1710 annotated BC from 108 reviews (columns: index, aspect, category, sentiment). 

ABSA Main (step_4_ABSA_main.csv):

The final dataset produced in Step 4 is designed to enable large-scale analysis and knowledge discovery within the beer industry. It comprises 880,373 records and supports the extraction of novel insights from consumer reviews (columns: index, aspect, category, sentiment).

ABSA Final (step_5_ABSA-FINAL.csv):

The dataset produced in Step 5 comprises only essential information for extracting the results from this step. Columns: index, review_comment, review_datetime, beer_style,  review_general_rate, review_aroma, review_visual, review_flavor, review_sensation, review_general_set, aspect, category, sentiment, year.
DOI: 10.5281/zenodo.18618887
title: ABSA Beer dataset and code

description: The datasets are results of the paper 

Unsupervised Aspect-Based Sentiment Analysis through LLM: A Case Study of an Unlabeled Portuguese Beer Database

Data sets:

Reviews Main (step_3_reviews_main.csv):

Step 3 produced this dataset, which supports the analysis of review comments, quantitative beer attributes, and review-related information, as summarized in Table 2. From the 67,083 reviews obtained in the previous step, 7,100 reviews (10.58%) were classified as non-relevant, while 59,982 reviews (89.42%) were deemed relevant. Consequently, the final dataset comprises 59,982 records.

Reviews Sample (step_4_1_reviews_sample.csv):

Step 4 generated this dataset as a subset of the Reviews Main, with 108 reviews, particularly suitable for benchmarking and validating new ABSA methodologies along side the ABSA Gold base.

ABSA Gold (step_4_ABSA_Gold.csv):

This manually annotated dataset, derived from Reviews Sample, serves as a gold standard for comparative evaluation of prompt-based approaches applied to the Reviews Sample dataset. It contains 1710 annotated BC from 108 reviews (columns: index, aspect, category, sentiment). 

ABSA Main (step_4_ABSA_main.csv):

The final dataset produced in Step 4 is designed to enable large-scale analysis and knowledge discovery within the beer industry. It comprises 880,373 records and supports the extraction of novel insights from consumer reviews (columns: index, aspect, category, sentiment).

ABSA Final (step_5_ABSA-FINAL.csv):

The dataset produced in Step 5 comprises only essential information for extracting the results from this step. Columns: index, review_comment, review_datetime, beer_style,  review_general_rate, review_aroma, review_visual, review_flavor, review_sensation, review_general_set, aspect, category, sentiment, year.
DOI: 10.15468/dl.cp4wkz
title: Occurrence Download

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

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011145-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.52bwxc
title: Occurrence Download

description: A dataset containing 1049 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Toxicoscordion fremontii",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 1049 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011146-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18619866
title: Engagements miniers, boom d'absorption et fragilité externe avant les exportations : une évaluation ITS du cas guinéen

description: Cet article examine l’impact macroéconomique ex ante des engagements miniers sur les déséquilibres externes, à partir du cas de la Guinée. Dans un cadre intertemporel d’économie ouverte, des engagements crédibles peuvent agir comme des chocs d’anticipation, stimulant l’absorption domestique et détériorant le compte courant avant l’entrée en production. À partir de données annuelles sur 2000–2024 et d’une approche par séries temporelles interrompues (ITS), l’étude met en évidence un changement de régime dans la seconde moitié des années 2010, avec une détérioration anticipée du compte courant sur 2014–2016. Les résultats sont cohérents avec l’existence d’un boom d’absorption en phase pré-production et soulignent l’importance d’intégrer les effets d’anticipation dans l’analyse de la soutenabilité externe.
DOI: 10.5281/zenodo.18619867
title: Engagements miniers, boom d'absorption et fragilité externe avant les exportations : une évaluation ITS du cas guinéen

description: Cet article examine l’impact macroéconomique ex ante des engagements miniers sur les déséquilibres externes, à partir du cas de la Guinée. Dans un cadre intertemporel d’économie ouverte, des engagements crédibles peuvent agir comme des chocs d’anticipation, stimulant l’absorption domestique et détériorant le compte courant avant l’entrée en production. À partir de données annuelles sur 2000–2024 et d’une approche par séries temporelles interrompues (ITS), l’étude met en évidence un changement de régime dans la seconde moitié des années 2010, avec une détérioration anticipée du compte courant sur 2014–2016. Les résultats sont cohérents avec l’existence d’un boom d’absorption en phase pré-production et soulignent l’importance d’intégrer les effets d’anticipation dans l’analyse de la soutenabilité externe.
DOI: 10.5281/zenodo.18619817
title: Dataset of "Influence of the series resistance on the anomalous diffusion transients of porous electrodes"

description: This dataset contains the raw data supporting the article "Influence of the series resistance on the anomalous diffusion transients of porous electrodes".

For a detailed description of files and methods, see the accompanying Readme.txt.
DOI: 10.5281/zenodo.18619818
title: Dataset of "Influence of the series resistance on the anomalous diffusion transients of porous electrodes"

description: This dataset contains the raw data supporting the article "Influence of the series resistance on the anomalous diffusion transients of porous electrodes".

For a detailed description of files and methods, see the accompanying Readme.txt.
DOI: 10.15468/dl.erhn4x
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Coleus kanneliyensis",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 21 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011147-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ub9a77
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Channa argus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Specimen, Machine Observation)",
 "Year is greater than or equal to 1980",
 "Geometry POLYGON((-24.6 34.6, 35.65 34.6, 35.65 72, -24.6 72, -24.6 34.6))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011148-260208012135463/datasets/export for details.
DOI: 10.5281/zenodo.18434928
title: Measurements of methanethiol (MeSH) and dimethyl sulfide (DMS) in air during POLAR-CHANGE Antarctic research cruise 2023 on board the BIO Hesperides

description: The POLAR-CHANGE cruise was conducted in February and March 2023 on board the BIO RV Hesperides A33 near the Antarctic Peninsula and in the Weddell Sea. A Vocus PTR (Aerodyne Research, SN P4Q-171) was used to measure air concentrations of MeSH and DMS. Vocus PTR data was acquired at 1 sec time resolution and averaged to one hour in post-processing. A fast polarity switching time-of-flight chemical ionization mass spectrometer (Vocus B, Aerodyne Research, SN P4B-002) running with benzene cation chemistry was also used to measure DMS. Vocus B data was acquired at 2 sec time resolution and averaged to one hour in post-processing. There was good agreement between the DMS measured with the Vocus PTR and with the Vocus B. This dataset contains air concentrations of MeSH and DMS as a function of lat/lon, as well as relevant auxiliary data (air temperature and pressure).

Definitions:

Start_Time_UTC = The start time in UTC for each 1 hour average as DD/MM/YYYY HH:MM

Lat = latitude in degrees (negative indicates south)

Lon = longitude in degrees (negative indicates west)

MeSH_ppbv = methanethiol air concentration in parts per billion by volume

DMS_ppbv_PTR = dimethyl sulfide air concentration in parts per billion by volume measured with the Vocus PTR

DMS_ppbv_B = dimethyl sulfide air concentration in parts per billion by volume measured with the Vocus B

Temp_C = air temperature in degrees Celsius

Press_hPa = ambient pressure in hectopascal
DOI: 10.5281/zenodo.18434929
title: Measurements of methanethiol (MeSH) and dimethyl sulfide (DMS) in air during POLAR-CHANGE Antarctic research cruise 2023 on board the BIO Hesperides

description: The POLAR-CHANGE cruise was conducted in February and March 2023 on board the BIO RV Hesperides A33 near the Antarctic Peninsula and in the Weddell Sea. A Vocus PTR (Aerodyne Research, SN P4Q-171) was used to measure air concentrations of MeSH and DMS. Vocus PTR data was acquired at 1 sec time resolution and averaged to one hour in post-processing. A fast polarity switching time-of-flight chemical ionization mass spectrometer (Vocus B, Aerodyne Research, SN P4B-002) running with benzene cation chemistry was also used to measure DMS. Vocus B data was acquired at 2 sec time resolution and averaged to one hour in post-processing. There was good agreement between the DMS measured with the Vocus PTR and with the Vocus B. This dataset contains air concentrations of MeSH and DMS as a function of lat/lon, as well as relevant auxiliary data (air temperature and pressure).

Definitions:

Start_Time_UTC = The start time in UTC for each 1 hour average as DD/MM/YYYY HH:MM

Lat = latitude in degrees (negative indicates south)

Lon = longitude in degrees (negative indicates west)

MeSH_ppbv = methanethiol air concentration in parts per billion by volume

DMS_ppbv_PTR = dimethyl sulfide air concentration in parts per billion by volume measured with the Vocus PTR

DMS_ppbv_B = dimethyl sulfide air concentration in parts per billion by volume measured with the Vocus B

Temp_C = air temperature in degrees Celsius

Press_hPa = ambient pressure in hectopascal
DOI: 10.57906/jygg-zn40
title: Death Registrations Finalised - England and Wales
DOI: 10.34740/kaggle/dsv/14807807
title: dataset of bike, car, cat, dog.
DOI: 10.6084/m9.figshare.31323856
title: Data to Chem Eng J 522 (2025) 167518

description: This work was published in Chem Eng J 522 (2025) 167518 and was financially supported by the National Science Centre (NCN), Poland, under grant no. 2023/51/D/ST8/00206.
DOI: 10.6084/m9.figshare.31323856.v1
title: Data to Chem Eng J 522 (2025) 167518

description: This work was published in Chem Eng J 522 (2025) 167518 and was financially supported by the National Science Centre (NCN), Poland, under grant no. 2023/51/D/ST8/00206.
DOI: 10.6084/m9.figshare.27269994
title: Predicting practical ship powering and speed loss in waves using added resistance test results

description: This paper introduces a practical technique for accurately estimating ship propulsion and speed loss in the presence of waves. Utilising the previously established self-propulsion estimation framework, our approach enhances the method, which previously solely considered bare hull resistance, propeller performance, thrust deduction factor, and wake fraction, by incorporating added resistance test results. The full-scale DTC container ship is the focus of our investigation, providing a thorough examination of its performance in different sea states. The model's predictive abilities are enhanced by incorporating test data on added ship resistance, and it addresses a crucial aspect that is generally disregarded while estimating self-propulsion. This research is considered to be a contribution to the advancement of ship hydrodynamics, as it offers a practical and reliable tool for ship designers, operators, and researchers to accurately assess powering requirements and speed loss in harsh ocean conditions.
DOI: 10.6084/m9.figshare.27074602
title: A general solution for the water entry of an arbitrary curved wedge

description: The present study proposes a general solution for the water entry of an arbitrary curved wedge with a constant speed. The solution is based on the assumption that the impact flow is an incompressible potential flow with negligible effects of gravity and surface tension. The slamming and transition stages of the water entry of the curved wedge are addressed theoretically. For the slamming stage, pressure and hydrodynamic force models are derived from a quasi self-similar assumption based on the wetted length and a similarity solution of the water entry of linear wedges. The solution can be applied to the water entry of linear and curved wedges, where the curvature effects are absorbed into the wetted length and the derivative of the wetted length with respect to the penetration depth. For the transition stage, where a fixed separation point of flow detachment is located at the knuckle of the wedge, a hydrodynamic force model is proposed by extending the transition stage model of the water entry of linear wedges to that of curved wedges. The present solution can quickly predict the pressure distributions and hydrodynamic forces for the water entry of curved wedges. The predictions are in good agreement with the experimental and numerical results for the slamming and transition stages.
DOI: 10.6084/m9.figshare.27074602.v1
title: A general solution for the water entry of an arbitrary curved wedge

description: The present study proposes a general solution for the water entry of an arbitrary curved wedge with a constant speed. The solution is based on the assumption that the impact flow is an incompressible potential flow with negligible effects of gravity and surface tension. The slamming and transition stages of the water entry of the curved wedge are addressed theoretically. For the slamming stage, pressure and hydrodynamic force models are derived from a quasi self-similar assumption based on the wetted length and a similarity solution of the water entry of linear wedges. The solution can be applied to the water entry of linear and curved wedges, where the curvature effects are absorbed into the wetted length and the derivative of the wetted length with respect to the penetration depth. For the transition stage, where a fixed separation point of flow detachment is located at the knuckle of the wedge, a hydrodynamic force model is proposed by extending the transition stage model of the water entry of linear wedges to that of curved wedges. The present solution can quickly predict the pressure distributions and hydrodynamic forces for the water entry of curved wedges. The predictions are in good agreement with the experimental and numerical results for the slamming and transition stages.
DOI: 10.6084/m9.figshare.27269994.v1
title: Predicting practical ship powering and speed loss in waves using added resistance test results

description: This paper introduces a practical technique for accurately estimating ship propulsion and speed loss in the presence of waves. Utilising the previously established self-propulsion estimation framework, our approach enhances the method, which previously solely considered bare hull resistance, propeller performance, thrust deduction factor, and wake fraction, by incorporating added resistance test results. The full-scale DTC container ship is the focus of our investigation, providing a thorough examination of its performance in different sea states. The model's predictive abilities are enhanced by incorporating test data on added ship resistance, and it addresses a crucial aspect that is generally disregarded while estimating self-propulsion. This research is considered to be a contribution to the advancement of ship hydrodynamics, as it offers a practical and reliable tool for ship designers, operators, and researchers to accurately assess powering requirements and speed loss in harsh ocean conditions.
DOI: 10.15468/dl.5m4uq6
title: Occurrence Download

description: A dataset containing 2108397 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Country is Denmark",
 "TaxonomicStatus is Accepted",
 "TaxonKey is one of (Calluna vulgaris, Erica tetralix, Andromeda polifolia, Vaccinium oxycoccos, Empetrum nigrum, Eriophorum vaginatum, Eriophorum angustifolium, Scirpus cespitosus, Rhynchospora alba, Rhynchospora fusca, Drosera rotundifolia, Drosera intermedia, Drosera anglica, Carex limosa, Rubus chamaemorus, Myrica gale, Molinia caerulea, Carex lasiocarpa, Carex rostrata, Carex nigra, Carex curta, Scheuchzeria palustris, Menyanthes trifoliata, Comarum palustre, Carex panicea, Carex leporina, Carex echinata, Juncus effusus, Juncus conglomeratus, Juncus articulatus, Holcus lanatus, Agrostis canina, Equisetum fluviatile, Viola palustris, Potentilla erecta, Deschampsia cespitosa, Nardus stricta, Gentiana pneumonanthe, Carex paniculata, Dactylorhiza maculata, Cirsium palustre, Lysimachia vulgaris, Mentha aquatica, Silene flos-cuculi, Galium palustre, Filipendula ulmaria, Angelica sylvestris, Epilobium palustre, Equisetum palustre, Carex elata, Carex paniculata, Carex echinata, Poa trivialis, Poa pratensis, Epilobium hirsutum, Valeriana officinalis, Caltha palustris, Geum rivale, Ajuga reptans, Cardamine pratensis, Cirsium palustre, Stellaria palustris, Juncus inflexus, Scirpus sylvaticus, Carex flacca, Carex lepidocarpa, Carex appropinquata, Carex acutiformis, Carex hostiana, Carex disticha, Carex riparia, Briza media, Cirsium oleraceum, Dactylorhiza majalis, Linum catharticum, Parnassia palustris, Crepis paludosa, Hypericum tetrapterum, Valeriana dioica, Trollius europaeus, Galium uliginosum, Scutellaria galericulata, Eriophorum latifolium, Dactylorhiza incarnata, Pinguicula vulgaris, Carex dioica, Carex pulicaris, Carex panicea, Eleocharis quinqueflora, Cladium mariscus, Potentilla erecta, Schoenus ferrugineus, Schoenus nigricans, Herminium monorchis, Gymnadenia conopsea, Epipactis palustris, Juncus subnodulosus, Primula farinosa, Lysimachia tenella, Carex trinervis, Cirsium dissectum, Eriocaulon aquaticum, Galium debile, Thysselinum lancifolium, Pinguicula lusitanica, Scirpus cespitosus, Scutellaria minor, Hesperocodon hederaceus, Breutelia chrysocoma, Sphagnum austinii, Sphagnum pylaesii, Sphagnum skyense, Carex laevigata, Carex pulicaris, Trocdaris verticillatum, Dactylorhiza majalis, Erica tetralix, Hydrocotyle vulgaris, Juncus acutiflorus, Lobelia urens, Narthecium ossifragum, Oenanthe lachenalii, Sphagnum strictum)",
 "Year is greater than 2010"
 ]
}

 The dataset includes 2108397 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011091-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3ucnfx
title: Occurrence Download

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

 The dataset includes 19 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011151-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.