cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.13143215
title: Raw Data for Energy Consumption Comparison of DMA-Based and FatFs Storage Systems on Wearable Devices

description: This dataset contains raw oscilloscope measurements comparing the energy consumption of a Direct Memory Access (DMA)-based storage system versus the FatFs file system for wearable devices. The data was collected as part of the study "Direct Memory Access-Based Data Storage for Long-Term Acquisition Using Wearables in an Energy-Efficient Manner".

The dataset includes voltage drop measurements across a 2-ohm shunt resistor, captured using an Analog Discovery 2 digital oscilloscope at a 500 kHz sampling rate. Measurements were taken under various conditions:



Storage systems: DMA-based (proposed) and FatFs

SD card capacities: 4 GB and 8 GB

Write frequencies: 2 Hz and 5 Hz (referring to the frequency of writing a specific data block of 15,872 bytes)

With and without a smoothing capacitor


Each CSV file contains 20 million samples, equivalent to 40 seconds of data acquisition. File names encode the experimental conditions, including the storage system, write frequency, number of samples, acquisition rate, acquisition time, data format, SD card size, and absence of the smoothing capacitor.

The data is organized into two main folders:



"cap": Contains measurements with the smoothing capacitor

"no_cap": Contains measurements without the smoothing capacitor


This raw data can be used to reproduce the energy consumption and write speed analyses presented in the article, as well as for further investigation into the performance of embedded storage systems for wearable devices.
DOI: 10.5281/zenodo.13143216
title: Raw Data for Energy Consumption Comparison of DMA-Based and FatFs Storage Systems on Wearable Devices

description: This dataset contains raw oscilloscope measurements comparing the energy consumption of a Direct Memory Access (DMA)-based storage system versus the FatFs file system for wearable devices. The data was collected as part of the study "Direct Memory Access-Based Data Storage for Long-Term Acquisition Using Wearables in an Energy-Efficient Manner".

The dataset includes voltage drop measurements across a 2-ohm shunt resistor, captured using an Analog Discovery 2 digital oscilloscope at a 500 kHz sampling rate. Measurements were taken under various conditions:



Storage systems: DMA-based (proposed) and FatFs

SD card capacities: 4 GB and 8 GB

Write frequencies: 2 Hz and 5 Hz (referring to the frequency of writing a specific data block of 15,872 bytes)

With and without a smoothing capacitor


Each CSV file contains 20 million samples, equivalent to 40 seconds of data acquisition. File names encode the experimental conditions, including the storage system, write frequency, number of samples, acquisition rate, acquisition time, data format, SD card size, and absence of the smoothing capacitor.

The data is organized into two main folders:



"cap": Contains measurements with the smoothing capacitor

"no_cap": Contains measurements without the smoothing capacitor


This raw data can be used to reproduce the energy consumption and write speed analyses presented in the article, as well as for further investigation into the performance of embedded storage systems for wearable devices.
DOI: 10.6084/m9.figshare.26412901.v1
title: Extended date: Questionnaire for the title of - The Usefulness of a Rehabilitation Program for People with stress-related disorders: A Case Study from a Rehabilitation Center in Estonia

description: <b>Method:</b> A qualitative approach was used.<b>Methodology:</b> The sample included 10 individuals recruited from various rehabilitation centers in Estonia. Convenience sampling was used to select participants for this research. Open- and closed-ended questions were formulated using the 12 questions enclosed in this research. All transcribed interviews were formatted using the code. Extract codes within participant interviews were compared to identify similarities, differences, and closeness, and therefore formulated categories.<b>Ethics and Consent: </b>Participants were informed verbally and with written consent according to their level of understanding of the aims of the research. They received a clear conception of the research study guidelines and provided informed consent in writing that their presence depended on their willingness, to participate as attendees. Participants were aware that their information might be published, but their names, ages, and addresses would not be published by any means of this research. Their data will be kept in a safe and secure place, and there is no chance of breaking confidentiality and anonymity. The notes, transcripts, and voice recorders were not shared or discussed with others. The Author provided consent from the organization manager where the interview took place and assured clients that the subjects of this study were completely voluntary and could deny any questions or withdraw at any time during the interview process. After obtaining consent from the clients, the author interviewed them.<br>
DOI: 10.15468/dl.u3bqmg
title: Occurrence Download

description: A dataset containing 226 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((80.01852 7.84634,80.01852 6.79012,80.47353 6.12637,81.32546 6.3862,81.56749 6.96313,80.88014 8.17229,80.01852 7.84634))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Cryptocoryne Fisch. ex Wydler, Hygrophila R.Br., Limnophila R.Br., Hydrocotyle L., Puntius titteya Deraniyagala, 1929, Pethia nigrofasciata (Günther, 1868), Devario malabaricus (Jerdon, 1849), Danio rerio (Hamilton, 1822), Badis Bleeker, 1853, Aponogeton L.f., Rotala L., Nymphaea L., Nymphoides Hill, Osphronemidae)"
 ]
}

 The dataset includes 226 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043393-240626123714530/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.26413243
title: GAD7_Dataset.sav

description: The data set shows the results of the GAD-7 questionnaire, which were collected as part of the routine psychosocial screening of oncology patients at the start of chemotherapy.
DOI: 10.15468/dl.kg7z6z
title: Occurrence Download

description: A dataset containing 507 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "OccurrenceStatus is Present",
 "TaxonKey is Psilopogon corvinus (Temminck, 1831)"
 ]
}

 The dataset includes 507 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043394-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aeesmg
title: Occurrence Download

description: A dataset containing 95045 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Azadirachta indica A.Juss., Carapa batesii C.DC., Carapa dinklagei Harms, Carapa grandiflora Sprague, Carapa macrantha Harms, Carapa microcarpa A.Chev., Carapa macrocarpa Ducke, Caraipa macrocarpa F.N.Cabral, Carica microcarpa Jacq., Carya microcarpa (Nutt.) Britton, Carya microcarpa Nutt., Carapa parviflora Harms, Carica parviflora (A.DC.) Solms, Ceraia parviflora (Ames & C.Schweinf.) M.A.Clem., Carapa procera DC., Cedrela odorata L., Cedrela odorata Blanco, Cedrela odorata Cham. & Schltdl., Cedrela odorata Griseb., Cedrela odorata Ruiz & Pav., Cedrela odorata Vell., Ekebergia capensis Sparrm., Entandrophragma angolense (Welw.) C.DC., Entandrophragma candollei Harms, Entandrophragma cylindricum (Sprague) Sprague, Entandrophragma cylindricum (Sprague) Sprague ex Hoyle, Entandrophragma utile (Dawe & Sprague) Sprague, Heckeldora leonensis (Hutch. & Dalziel) E.J.M.Koenen, Heckeldora staudtii (Harms) Staner, Heckeldora zenkeri (Harms) Staner, Khaya anthotheca (Welw.) C.DC., Khaya grandifoliola C.DC., Khaya grandifoliola A.Juss., Khaya grandifolia Thompson, Khaya ivorensis A.Chev., Khaya senegalensis (Desv.) A.Juss., Leplaea cedrata (A.Chev.) E.J.M.Koenen & J.J.de Wilde, Leplaea laurentii (De Wild.) E.J.M.Koenen & J.J.de Wilde, Leplaea thompsonii (Sprague & Hutch.) E.J.M.Koenen & J.J.de Wilde, Lovoa swynnertonii Baker fil., Lovoa trichilioides Harms, Melia azedarach L., Melia azedarach Blanco, 1837, Neoguarea glomerulata (Harms) E.J.M.Koenen & J.J.de Wilde, Pseudocedrela kotschyi (Schweinf.) Harms, Trichilia emetica (Forssk.) Vahl, Trichilia emetica subsp. emetica, Trichilia gilgiana Harms, Trichilia martineaui Aubrév. & Pellegr., Trichilia megalantha Harms, Trichilia monadelpha (Thonn.) J.De Wild., Trichilia monadelpha (Thonn.) J.J.deWilde, Trichilia prieuriana A.Juss., Trichilia prieureana A.Juss., Trichilia retusa Oliv., Trichilia rubescens Oliv., Trichilia pubescens Klotzsch, Trichilia pubescens Klotzsch ex C.DC., Trichilia pubescens Rich., Trichilia tessmannii Harms, Trichilia lehmannii C.DC., Trichilia welwitschii C.DC., Triclisia welwitschii Diels, Triclisia welwitschii Hiern, Turraea nilotica Kotschy & Peyr., Turraea pellegriniana Keay, Turraea vogelii Hook.fil., Turraeanthus africanus (Welw. ex C.DC.) Pellegr., Turraeanthus mannii Baill.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1981",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 95045 records from 898 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043390-240626123714530/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.27377520
title: Table S1 Dataset used to estimate the evolutionary transitions of the micromorphology of sculpturing and pockets present in the wing petals of Papilionoideae (Leguminosae).

description: Dataset used to estimate the evolutionary transitions of the micromorphology of sculpturing and pockets present in the wing petals of Papilionoideae (Leguminosae). <b>Legend:</b> Flower shape: non-papilionate = 0, nearly-papilionate = 1, papilionate = 2; Sculpturing: absent = 0, present = 1; Sculpturing type: absent = 0, lamellate = 1, lunate = 2, lunate-lamellate = 3; and Pockets: absent = 0, present = 1
DOI: 10.6084/m9.figshare.27377520.v1
title: Table S1 Dataset used to estimate the evolutionary transitions of the micromorphology of sculpturing and pockets present in the wing petals of Papilionoideae (Leguminosae).

description: Dataset used to estimate the evolutionary transitions of the micromorphology of sculpturing and pockets present in the wing petals of Papilionoideae (Leguminosae). <b>Legend:</b> Flower shape: non-papilionate = 0, nearly-papilionate = 1, papilionate = 2; Sculpturing: absent = 0, present = 1; Sculpturing type: absent = 0, lamellate = 1, lunate = 2, lunate-lamellate = 3; and Pockets: absent = 0, present = 1
DOI: 10.15468/dl.mg2ezf
title: Occurrence Download

description: A dataset containing 36961 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-9.27355 41.63605,-7.04637 41.83428,-7.04637 44.10227,-9.37026 43.62443,-9.27355 41.63605))",
 "TaxonKey is Sus scrofa Linnaeus, 1758"
 ]
}

 The dataset includes 36961 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014063-241024112534372/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.25663308
title: Predicting trajectory destinations based on diffusion model integrating spatiotemporal features and urban contexts

description: Real world driving trajectory dataset in Nanshan and Futian districts, Shenzhen, China, collected in October, 2017 by Amap platform. The dataset is used to predict trajectory destinations. Road network and POI statistics are utilized in this dataset, serving as urban contexts. The geometries are in Gauss-Kruger zone 38 (epsg:4526) with GCJ-02 latitude-longitude coordinate confusion.The published article is available (Hu et al., 2024) on International Journal of Digital Earth.The latest version of our code is available on GithubFile description:<code>code.zip</code>: code for model structure, data pipeline and training, testing procedure.<code>data.zip</code>: dataset and code for this study, including:<code>data.zip/embedding/</code>: the trained embeddings of road topology by LINE method.<code>data.zip/predict_model/</code>: the trained parameters of our model and baselines, with *.pth suffix for pytorch framework.<code>data.zip/roads/</code>: the shp file of road network. POI statistics are contained in <code>road_input.csv</code><code>data.zip/trajectories/</code>: driving trajectories of each day. <code>metadata.csv</code> contains the departure time, destination and other statistics.
DOI: 10.15472/mnxsei
title: Assessing ichthyofauna diversity and the potential response to climatic change in the Orinoco basin in Colombia.

description: This project aims to describe the diversity of freshwater fishes in the Orinoco River basin, specifically in its piedmont and llanos region, evaluating species endemism (including the description of new ones), phylogeographic patterns, and the ability of fish populations to adapt to arid conditions and hypoxic aquatic environments. There are 6,255 known freshwater Neotropical fishes, more than a thousand of these in the Orinoco basin. However, knowledge on regional patterns of diversity, particularly from this region, is scarce. Recent surveys in the Orinoco River basin have shown high species richness, culminating in the description of several new taxa. The Orinoco River Basin shows a heterogeneous spatial scenario flowing from the humid Andean foothills to the seasonally wet-dry Llanos. In terms of species distribution, it shows a south-north gradient with tributaries in the south (e.g., Guaviare basin) being distinct from the northern tributaries (e.g., Meta basin). This gradient affects species distribution and might potentially affect phenotypes and genetic diversity between populations. Fishes in this region are threatened by agriculture and cattle ranching development and highly susceptible to threats associated with climate change (e.g., warmer, and drier climates in the future), given their limited dispersal capabilities restricted to riverine connections. Because of it, here we also proposed to evaluate phenotypic and genetic responses to drier environments, to clarify if local adaptation to dryer climates is possible. For that, we will examine species in the Llanos that evolved morphological adaptions to hypoxia – a condition commonly found in the region during the dry season. By combining high-resolution data on species diversity and how adaptive processes may contribute to the population’s persistence, in this project, we will be able to understand how the ichthyofauna differ along the Orinoco tributaries, unveil unknown diversity and, show how freshwater species can potentially cope with future drier climates.
description: This resource presents 1.494 records observed in 10 municipalities corresponding to the departments of Casanare, Guaviere, Meta and Vichada between January and November 2023. The specimens are grouped into 12 orders and 43 families of the Actinopterygii class.
DOI: 10.17632/8wjx4hvn3b.1
title: Spontaneous crimping of GelMA fibrils

description: Raw data for figures
DOI: 10.15468/dl.t8b4te
title: Occurrence Download

description: A dataset containing 2261440 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is one of (Dryocopus pileatus (Linnaeus, 1758))",
 "BasisOfRecord is one of (Human Observation, Observation, Occurrence evidence)",
 "Year is greater than or equal to 1901",
 "Year is less than or equal to 2019",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 2261440 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014051-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/rx2jyc7ytr.1
title: Nexus Between Environmental Practices and Business Performance: The Mediating Role of Corporate Social Responsibility in Emerging Economy

description: Dataset ( Environmental Practices and Business Performance)
DOI: 10.6084/m9.figshare.26543929.v1
title: Datasets used in the Crop Trials Web Dashboard.

description: These datasets comprise crop yield trial data for multiple crops, including canola, corn, sorghum, soybean, sunflower, and wheat. The data were collected across various locations, primarily in Kansas and other states within the continental US. Each dataset includes detailed yield information for different genotypes, facilitating the analysis of crop performance across various environments. The data are intended to support decision-making in agriculture by allowing users to assess yield trends and make informed choices on crop management.
DOI: 10.17632/dxpc3ftw9s.2
title: Simulation data

description: The results of system dynamics simulation. "Data of Fig 9 and 10.pdf" shows the number of users over time for several cases with parameters sensitive to the number of BCPF service users. "Data of Fig 11.pdf" shows a more extensive search of the parameter space for these sensitive parameters.
DOI: 10.15468/dl.haxgkx
title: Occurrence Download

description: A dataset containing 2688 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Raphia P.Beauv.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2688 records from 151 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014067-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14018452
title: Raw data and initial rudimentary coding for article on country music and alcohol
DOI: 10.5281/zenodo.14018453
title: Raw data and initial rudimentary coding for article on country music and alcohol
DOI: 10.6084/m9.figshare.27377523
title: Paleomagnetic data

description: Paleomagnetic data of NS and JC profiles
DOI: 10.6084/m9.figshare.27377523.v1
title: Paleomagnetic data

description: Paleomagnetic data of NS and JC profiles
DOI: 10.15468/dl.4nt8aj
title: Occurrence Download

description: A dataset containing 64433 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rubus armeniacus Focke"
 ]
}

 The dataset includes 64433 records from 267 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014066-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5518/929
title: Dataset associated with 'Biomimetic curvature and tension-driven membrane fusion by silica nanoparticles’

description: Experimental data obtained from FRET spectroscopy and confocal microscopy imaging of lipid vesicles interacting with silica nanoparticles. Experimental set up and data processing and analysis described in the publication in Langmuir. Confocal microscopy movies of giant unilamellar vesicles undergoing fusion upon interaction with silica nanoparticles.
DOI: 10.18742/27256014
title: Data supporting the SHAPER-PND trial: Clinical-, implementation-, and cost-effectiveness of a community singing intervention for postnatal depression: SHAPER-PND, a randomised controlled trial

description: The SHAPER-PND trial assessed the clinical effectiveness, the implementation effectiveness, and the cost effectiveness of a 10-week community singing intervention (Breathe Melodies for Mums), developed for postnatal depression, compared with already-existing community mother-baby activity groups. Mothers were deemed eligible for the trial if they scored 10 or greater on a screening Edinburgh Postnatal Depression Scale for postnatal depression, and if their babies were aged 0-9 months. Once consented and enrolled, mothers were randomly allocated to either the singing intervention group (Breathe Melodies for Mums) or the active wait-list control group (community mother-baby activity group) for 10 weeks. At baseline (pre-intervention), mothers were assessed for various aspects of their sociodemographics, mental health, and health services usage. Mothers then re-completed questionnaires regarding their demographics, mental health, health service usage during the intervention period at weeks 6 and 10 and then again in the study follow-up period at weeks 20 and 36. Furthermore, mothers in both groups completed questionnaires about the feasibility, acceptability, and appropriateness of the group they were allocated to, mid-intervention at week 6. Mothers in the control group were offered a block of singing sessions upon completion of their intervention period so that everyone enrolled in the trial was able to access the singing intervention.
DOI: 10.17632/dxpc3ftw9s.1
title: Simulation data

description: The results of system dynamics simulation. "Data of Fig 9 and 10.pdf" shows the number of users over time for several cases with parameters sensitive to the number of BCPF service users. "Data of Fig 11.pdf" shows a more extensive search of the parameter space for these sensitive parameters.
DOI: 10.15468/dl.ncj7ru
title: Occurrence Download

description: A dataset containing 25512 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Marine mammal aerial surveys in the Bering, Chukchi and Beaufort Seas 1979-2010"
 ]
}

 The dataset includes 25512 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014069-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4d4snu
title: Occurrence Download

description: A dataset containing 22527 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-8.6651 40.6305,-8.6562 40.6246,-8.6484 40.6314,-8.6574 40.6373,-8.6651 40.6305))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 22527 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014070-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3ez5js
title: Occurrence Download

description: A dataset containing 341 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Saxidomus purpurata (G.B.Sowerby II, 1852)"
 ]
}

 The dataset includes 341 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014073-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6ptetx
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is United States of America",
 "GadmGid is USA.36_1",
 "TaxonKey is Pseudemys concinna (Le Conte, 1830)"
 ]
}

 The dataset includes 34 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014074-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.