cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.11403050
title: MESSENGER magnetic field data with Mercury's magnetic main field removed through application of the Chapman-Miller method

description: The MESSENGER (Mercury Surface, Space Environment, Geochemistry and Ranging) spacecraft followed a highly elliptical orbit about Mercury. Therefore, attenuation with radial distance of the dipole and higher order terms of Mercury’s core-generated, steady main field led to MESSENGER’s low-noise, triaxial ring-core fluxgate magnetometer registering magnetic field variations of several hundred nanoteslas. These variations swamp Mercury’s significantly smaller time-varying induction signal. Generally, the steady main field of a planetary body can be removed using a model derived through spherical harmonic analysis. However, MESSENGER’s highly eccentric orbit with near-polar perihermian leads to models of Mercury’s magnetic main field that are inadequately characterised for this purpose. Instead, novel application of the Chapman-Miller method, a geophysical processing technique, better models and removes Mercury’s magnetic main field from MESSENGER data. Three-component magnetic field time series sampled at 10 s intervals were downloaded from NASA’s Planetary Data System (Korth and Anderson, 2016) and processed by applying the Chapman-Miller method to 20 pairs of MESSENGER orbits, yielding 40 events of 256 data points per magnetic component that provide a basis for studying electromagnetic induction in Mercury’s deep crust and mantle.
DOI: 10.15468/dl.egxnkt
title: Occurrence Download

description: A dataset containing 9904 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "TaxonKey is Ixodidae"
 ]
}

 The dataset includes 9904 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011540-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m7984w
title: Occurrence Download

description: A dataset containing 131 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Antilocapra americana sonoriensis Goldman, 1945"
 ]
}

 The dataset includes 131 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012667-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ougqsz
title: Occurrence Download

description: A dataset containing 5000 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Ludwigia grandiflora (Michx.) Greuter & Burdet"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5000 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014420-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5f23ne
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gato C.S.Lobban & J.N.Navarro, 2013"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015564-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.acrrzs
title: Occurrence Download

description: A dataset containing 3483 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pithecellobium dulce (Roxb.) Benth."
 ]
}

 The dataset includes 3483 records from 205 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012666-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vjndv4
title: Occurrence Download

description: A dataset containing 5363 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Larosterna inca (R.Lesson & Garnot, 1827)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5363 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014420-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.grl4iz
title: Occurrence Download

description: A dataset containing 731 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Selaginella flagellata (L.) Spring"
 ]
}

 The dataset includes 731 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007116-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9nt6vv
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chile",
 "HasCoordinate is true",
 "TaxonKey is Histiotus montanus montanus",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 19 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014420-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g7f3jb
title: Occurrence Download

description: A dataset containing 114884 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Dicrurus macrocercus Vieillot, 1817"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 114884 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012668-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.meghb5
title: Occurrence Download

description: A dataset containing 17056 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year is greater than or equal to 1900",
 "TaxonKey is Halyomorpha halys (Stål, 1855)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 17056 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015562-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kakxf9
title: Occurrence Download

description: A dataset containing 832 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Elephas maximus Linnaeus, 1758"
 ]
}

 The dataset includes 832 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014456-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mt8ftq
title: Occurrence Download

description: A dataset containing 117043 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Thymus vulgaris L."
 ]
}

 The dataset includes 117043 records from 719 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016812-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/11365380
title: World Stock Prices ( Daily Updating )
DOI: 10.1285/i30350190n5p35
title: Capitolo II. Prove meccaniche
DOI: 10.60656/7925ccccb12a4b65
title: Custom collection of microwave radiometer, and radar data from Eriswil on 25 Jan 2023
DOI: 10.15468/dl.t5vzdp
title: Occurrence Download

description: A dataset containing 1205 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Phytophthora infestans (Mont.) de Bary"
 ]
}

 The dataset includes 1205 records from 99 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000054-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4cyher
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Vigna dolomitica R.Wilczek"
 ]
}

 The dataset includes 32 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000055-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qx7xhr
title: Occurrence Download

description: A dataset containing 140 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Vigna pygmaea R.E.Fr."
 ]
}

 The dataset includes 140 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000056-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ptv5dq
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Penicillium longicatenatum Visagie, Busby, Houbraken & K.Jacobs"
 ]
}

 The dataset includes 34 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000057-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2p7gjc
title: Occurrence Download

description: A dataset containing 384650 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Senecio inaequidens DC., Senecio vimineus Harv., 1865)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 384650 records from 1098 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000048-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.en2kz6
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Apiospora hydei (Crous) Pintos & P.Alvarado"
 ]
}

 The dataset includes 27 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000058-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48527/jnxkkc
title: EMPA dataset: a multimodal dataset for pain assessment with emotional modulation

description: The EMPA dataset was collected under the scope of the Emotional Modulation in Pain Assessment (EMPA) project (DOI: 10.54499/2022.05005.PTDC). This research encompassed the design, implementation and feasibility's assessment of a novel protocol to study the role of emotions in pain, by collecting emotional and physiological data, such as Electrocardiogram, Electrodermal Activity, and surface Electromyogram signals. The proposed protocol resources on emotion-inducing videos (film excerpts) to assess the influence of emotional response on pain, and comprised three emotional sessions, negative, positive, and neutral, which were performed through videos of excerpts of terror, comedy, and documentary films, respectively, followed by pain induction using a Cold Pressor Task (CPT), involving placing a hand in cold water. Along the protocol, the pain perception was evaluated using a 0-10 numerical rating scale and by registering the time from the pain stimulus beginning to the Pain and Tolerance Thresholds.
DOI: 10.48527/jnxkkc/c34muo
title: Questionnaires.rar

description: Compressed folder with questionnaires and responses
DOI: 10.48527/jnxkkc/c7as3d
title: PAIN_ScoresTimes.tab

description: :unav
DOI: 10.48527/jnxkkc/uw0pet
title: EMPA_Dataset.xlsx

description: File with 2 physiological datasets (and features description)
DOI: 10.48527/jnxkkc/vx06gm
title: EMPA_DatasetDescription.pdf

description: :unav
DOI: 10.48527/jnxkkc/yn7kic
title: readme.txt

description: :unav
DOI: 10.15468/dl.tdy6m5
title: Occurrence Download

description: A dataset containing 115679 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Marine invertebrate collection NTNU University Museum"
 ]
}

 The dataset includes 115679 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000059-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cbthma
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Geometry POLYGON((-16.85165 32.63838,-16.8507 32.63875,-16.85089 32.63904,-16.85125 32.63936,-16.85167 32.63963,-16.85222 32.63945,-16.85165 32.63838))",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 12 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000060-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nue6rj
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Gossypium raimondii Ulbr."
 ]
}

 The dataset includes 8 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000061-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17028/rd.lboro.28417244
title: Supplementary information files for "Understanding the lived experience of idiopathic pulmonary fibrosis and how this shapes views on home-based pulmonary rehabilitation in Delhi, India"

description: Supplementary files for article "Understanding the lived experience of idiopathic pulmonary fibrosis and how this shapes views on home-based pulmonary rehabilitation in Delhi, India"<b>Objectives:</b> Pulmonary Rehabilitation (PR) is a high-impact intervention for individuals with idiopathic pulmonary fibrosis (IPF) but access is limited in India. PR barriers include distance to travel, lack of service provision and lack of healthcare professionals to deliver PR, thus it is disproportionate to the immense burden of IPF in India. We explored the lived experiences of people living with IPF, family caregivers (CGs) and healthcare workers (HCWs) as well as their views towards home-based PR (HBPR) in Delhi, India.<b>Methods:</b> A qualitative study using semi-structured interviews with individuals with IPF (n = 20), CGs (n = 10) and HCWs (n = 10) was conducted. Data were analysed using codebook thematic analysis.<b>Results:</b> Three major themes were generated: (i) Health impact, which included pathophysiological changes, range of symptoms experienced, disease consequences and impact of comorbidities; (ii) Disease management, which described strategies to control the progression and overall management of IPF, such as medications and exercises; (iii) Mode of Pulmonary Rehabilitation, which described perceptions regarding HBPR, comparisons with centre-based programmes, and how HBPR may fit as part of a menu of PR delivery options.<b>Conclusion:</b> People living with IPF, family caregivers and healthcare workers were positive about the potential implementation of HBPR and suggested the development of a paper-based manual to facilitate HBPR over digital/online approaches. The content of HBPR should be sensitive to the additional impact of non-IPF health issues and challenges of reduced interactions with healthcare professionals.<br><br>©The Author(s) CC BY 4.0
DOI: 10.17028/rd.lboro.28417244.v1
title: Supplementary information files for "Understanding the lived experience of idiopathic pulmonary fibrosis and how this shapes views on home-based pulmonary rehabilitation in Delhi, India"

description: Supplementary files for article "Understanding the lived experience of idiopathic pulmonary fibrosis and how this shapes views on home-based pulmonary rehabilitation in Delhi, India"<b>Objectives:</b> Pulmonary Rehabilitation (PR) is a high-impact intervention for individuals with idiopathic pulmonary fibrosis (IPF) but access is limited in India. PR barriers include distance to travel, lack of service provision and lack of healthcare professionals to deliver PR, thus it is disproportionate to the immense burden of IPF in India. We explored the lived experiences of people living with IPF, family caregivers (CGs) and healthcare workers (HCWs) as well as their views towards home-based PR (HBPR) in Delhi, India.<b>Methods:</b> A qualitative study using semi-structured interviews with individuals with IPF (n = 20), CGs (n = 10) and HCWs (n = 10) was conducted. Data were analysed using codebook thematic analysis.<b>Results:</b> Three major themes were generated: (i) Health impact, which included pathophysiological changes, range of symptoms experienced, disease consequences and impact of comorbidities; (ii) Disease management, which described strategies to control the progression and overall management of IPF, such as medications and exercises; (iii) Mode of Pulmonary Rehabilitation, which described perceptions regarding HBPR, comparisons with centre-based programmes, and how HBPR may fit as part of a menu of PR delivery options.<b>Conclusion:</b> People living with IPF, family caregivers and healthcare workers were positive about the potential implementation of HBPR and suggested the development of a paper-based manual to facilitate HBPR over digital/online approaches. The content of HBPR should be sensitive to the additional impact of non-IPF health issues and challenges of reduced interactions with healthcare professionals.<br><br>©The Author(s) CC BY 4.0
DOI: 10.5281/zenodo.13323004
title: Dataset for the study: Closed-boundary reflections of shallow water waves as open challenge for physics-informed neural networks

description: This dataset supports a publication on using Physics-Informed Neural Networks (PINNs) to solve the 1D-Shallow Water Equations. It focuses on closed boundary reflection test cases, which are crucial for accurately modeling geophysical fluid dynamics in coastal regions, particularly for storm surge and flood modeling. Properly representing reflections is also essential for accurately modeling related phenomena, such as Kelvin waves and amphidromic systems, which influence coastal water levels during such events. The individual sub-datasets in NetCDF format provide the results used for one figure each. The data arrays within the datasets are named with reference to the figures for ease of comparison.
DOI: 10.5281/zenodo.14755691
title: DataSet Saltin et al 2025 A parametric finite element model of leg campaniform sensilla in Drosophila to study CS location and arrangement

description: ReadMe .7z (ZIP) archive by Dr. Brian D. Saltin for  "A parametric finite element model of leg campaniform sensilla in Drosophila to study CS location and arrangement" in J. R. Soc. Interface  by Brian D. Saltin, Clarus Goldsmith, Moritz Haustein, Ansgar Büschges, Nicholas S. Szczecinski, Alexander Blanke.

If no other/further restrictions apply (eg. COMSOL  licence link below, MathWorks license - both license agreements provided as copy) all is CC-BY 4.0

https://cdn.comsol.com/doc/6.0.0.405/COMSOL_SoftwareLicenseAgreement.pdf

MathWorks, COMSOL, and their licensors shall be explicitly excluded from liability for damages or remedies; there is no warranty for any program/file; Removal of any copyright, trademark, logo, proprietary rights, disclaimer or warningnotice included on or embedded in any part is prohibited.

This dataset consists of two folders one holding the COMSOL 5.6 model files and 3 CAD files of the geometry (Supplemetery3D), 

the other the matlab code and raw data as exported from COMSOL to csv files (RawData_AND_Code).

The rationale behind the duplication of COMSOl fiels and dat.csv's in conjuntion with CAD files is to make it as accessible as possible without a COMSOL license.

A dedicated ReadMe for the matlab code and raw data can be found inside the code folder,which in principle contains the interdependet matlab files and their respective raw data. 

The code as provide constituted the full analysis minus aesthetic changes more easilydone in layout soft wear.

Supplemetary3D contains:

Supplementary 1: CAD files of an individual CS 

Supplementary 2: CAD files of full femoral field 

Supplementary 3: CAD files of  the completely assembled model. 

Supplementary 4: ZIP of COMSOL files of the parametrized model as used in the present study.
DOI: 10.5281/zenodo.14755692
title: DataSet Saltin et al 2025 A parametric finite element model of leg campaniform sensilla in Drosophila to study CS location and arrangement

description: ReadMe .7z (ZIP) archive by Dr. Brian D. Saltin for  "A parametric finite element model of leg campaniform sensilla in Drosophila to study CS location and arrangement" in J. R. Soc. Interface  by Brian D. Saltin, Clarus Goldsmith, Moritz Haustein, Ansgar Büschges, Nicholas S. Szczecinski, Alexander Blanke.

If no other/further restrictions (eg. COMSOl licence) apply all CC_BY_NC 4.0

This dataset consists of two folders one holding the COMSOL 5.6 model files and 3 CAD files of the geometry (Supplemetery3D), 

the other the matlab code and raw data as exported from COMSOL to csv files (RawData_AND_Code).

The rationale behind the duplication of COMSOl fiels and dat.csv's in conjuntion with CAD files is to make it as accessible as possible without a COMSOL license.

A dedicated ReadMe for the matlab code and raw data can be found inside the code folder,which in principle contains the interdependet matlab files and their respective raw data. 

The code as provide constituted the full analysis minus aesthetic changes more easilydone in layout soft wear.

Supplemetary3D contains:

Supplementary 1: CAD files of an individual CS 

Supplementary 2: CAD files of full femoral field 

Supplementary 3: CAD files of  the completely assembled model. 

Supplementary 4: ZIP of COMSOL files of the parametrized model as used in the present study.