cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/39ndmts5vd.6
title: Evaluation of the Responsiveness of Investigator Global Assessment Score (KP-IGA) and Composite Area Index (KPAI) for Keratosis Pilaris

description: Background: Keratosis Pilaris (KP) is a benign skin disorder that appears as perifollicular papules on the extensor aspects of the limbs, face, and buttocks. A standardized severity outcome measure is important for the assessment of dermatological conditions. Therefore, the Keratosis Pilaris Investigator Global Assessment (KP-IGA) and its composite area index (KPAI) were developed. 
Objectives: To establish the responsiveness and Minimal Clinically Important Differences (MCIDs) for both KP-IGA and KPAI.
Methodology: This prospective pilot study involves 16 patients enrolled for 3 whole-body treatment sessions at 4-weekly intervals using the Cutera excelV 1064nm Nd: YAG laser. The laser parameters are as follows: spot size of 13mm, pulse duration of 30ms, temperature at 15°C and fluences fixed at 34.0 J/cm2. Prior to each laser treatment, patients were evaluated by the same 2 assessors using the KP-IGA, KPAI, Physician Global Assessment (PGA), and a Likert Scale of the magnitude of change. The patients then attend a 4th visit for the final scoring session. The data collected was used to determine the responsiveness of the KP-IGA and KPAI. To allow a better understanding of the severity and subjective impact of the condition, the patients also completed the Dermatology Quality of Life (DLQI) questionnaire during each visit.
Results: KPAI was shown to be more responsive than KP-IGA to changes in KP skin conditions, achieving a higher correlation with PGA than KP-IGA (R2 = 0.725; R2 = 0.681). The MCID scores for KP-IGA and KPA are 1 and 5, respectively. KPAI disease severity cut-offs for moderate and mild are 10 and 34.
Conclusion: To complete the validation for this first KP-specific scoring system, this study has demonstrated the remarkable responsiveness of both KP-IGA and KPAI. Therefore, this scoring tool is proven to be readily applicable for clinical trials of new treatments for KP.

*The licenses of KP-IGA and KPAI are owned by the Autoimmune Blistering Disease Foundation (ABDF).
DOI: 10.17632/6393xs6f9k
title: Analysis of flow field for electrochemical machining irregular grooves on the tube inner surface

description: Under the condition of each parameter, 25 groups of irregular grooves were selected to detect the cross section size of irregular grooves under different parameters, and the roughness of traditional machined workpieces were compared with that of electrochemical machined workpieces.And the detection results were analyzed. The detection data curves are shown in Figures.
DOI: 10.17632/6393xs6f9k.1
title: Analysis of flow field for electrochemical machining irregular grooves on the tube inner surface

description: Under the condition of each parameter, 25 groups of irregular grooves were selected to detect the cross section size of irregular grooves under different parameters, and the roughness of traditional machined workpieces were compared with that of electrochemical machined workpieces.And the detection results were analyzed. The detection data curves are shown in Figures.
DOI: 10.5281/zenodo.15347646
title: Global Linear Shower Drains Market 2025 To 2034

description: Linear Shower Drains Market Size, Trends and Insights By Type (Brushed Stainless Steel Type, Glass or Tile Type), By Application (Commercial, Residential), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2025 – 2034.

Reports Description

As per the Linear Shower Drains Market analysis conducted by the CMI Team, the global Linear Shower Drains Market is expected to record a CAGR of 7.8% from 2025 to 2034. In 2025, the market size is projected to reach a valuation of USD 803.59 Million. By 2034, the valuation is anticipated to reach USD 1575.17 Million.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=19099
DOI: 10.5281/zenodo.15347647
title: Global Linear Shower Drains Market 2025 To 2034

description: Linear Shower Drains Market Size, Trends and Insights By Type (Brushed Stainless Steel Type, Glass or Tile Type), By Application (Commercial, Residential), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2025 – 2034.

Reports Description

As per the Linear Shower Drains Market analysis conducted by the CMI Team, the global Linear Shower Drains Market is expected to record a CAGR of 7.8% from 2025 to 2034. In 2025, the market size is projected to reach a valuation of USD 803.59 Million. By 2034, the valuation is anticipated to reach USD 1575.17 Million.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=19099
DOI: 10.5281/zenodo.15233549
title: How Subduction Evolution and Tectonic Stability Drive Sediment-Hosted Mineralization Along Craton Edges.

description: This model is based on the plate model by Cao et al. (2024). Relative plate motions are identical, and plate topologies are close to identical, with the exception of a small number of subduction zones that were moved slightly further away from continental outlines to comply with the method described in Müller et al. (2022) to reconstruct the extended outlines of continents in deep time.

 

The mantle reference frame was derived using the optimisation approach as described in Müller et al. (2022). For a given iteration, the approach starts with perturbing an initial absolute Euler rotation (pole latitude, pole longitude and angle magnitude) for a given reference continent or plate, and then calculates a series of fit metrics with selected constraining data using objective (or cost) functions. This process continues until a global minimum is found. We use continental Africa as the reference. We calculate fit metrics computed from evaluating (1) net lithospheric rotation rate (NR), (2) trench migration rate (TM), and (3) the fit of present-day hotspots to the major age-progressive hotspot tracks for the period of 0-80 Ma only (HS). We also compute a fourth constraining criterion: (4) median global continental absolute plate velocity (PV). We introduce continental absolute plate velocities as additional criterion to prevent mean oceanic plate velocities based on synthetic plates from potentially inducing unreasonably high continental speeds globally, as the deep-time reconstructions used here include large swathes of the reconstructed ocean floor that is now subducted, based on a variety of indirect pieces of geological evidence (Merdith et al., 2021). The constraining criteria are applied to the absolute plate motion model optimization with the following assumptions/bounds: (1) rates of net lithospheric rotation (NR) are minimized but non-zero, (2) global trench migration velocities are minimized, favouring trench retreat over trench advance, (3) spatio-temporal misfit between plate motion model and present-day hotspot chains is minimized, and (4) global continental median plate speed remains < 60 mm/yr. The contribution of individual optimization parameters to the overall inversion are initially scaled by relative magnitude and then weighted by empirically determined weights. For times older than 80 Ma, NR=1, TM=0.5, PV=0.5, HS=0 (0-80 Ma, NR=TM=PV=HS=1.

 

To estimate the original boundaries of preserved outlines of continents reconstructed to their past positions given a rotation model we apply a continent contouring algorithm to create continental outlines, using the code in this github repository: https://github.com/EarthByte/continent-contouring. The algorithm is based on marching squares, a 2D adaptation of the Marching Cubes algorithm applied to the surface of a sphere. The continental outlines are expanded by a user-specified buffer distance.
DOI: 10.5281/zenodo.15321284
title: How Subduction Evolution and Tectonic Stability Drive Sediment-Hosted Mineralization Along Craton Edges.

description: This model is based on the plate model by Cao et al. (2024). Relative plate motions are identical, and plate topologies are close to identical, with the exception of a small number of subduction zones that were moved slightly further away from continental outlines to comply with the method described in Müller et al. (2022) to reconstruct the extended outlines of continents in deep time.

 

The mantle reference frame was derived using the optimisation approach as described in Müller et al. (2022). For a given iteration, the approach starts with perturbing an initial absolute Euler rotation (pole latitude, pole longitude and angle magnitude) for a given reference continent or plate, and then calculates a series of fit metrics with selected constraining data using objective (or cost) functions. This process continues until a global minimum is found. We use continental Africa as the reference. We calculate fit metrics computed from evaluating (1) net lithospheric rotation rate (NR), (2) trench migration rate (TM), and (3) the fit of present-day hotspots to the major age-progressive hotspot tracks for the period of 0-80 Ma only (HS). We also compute a fourth constraining criterion: (4) median global continental absolute plate velocity (PV). We introduce continental absolute plate velocities as additional criterion to prevent mean oceanic plate velocities based on synthetic plates from potentially inducing unreasonably high continental speeds globally, as the deep-time reconstructions used here include large swathes of the reconstructed ocean floor that is now subducted, based on a variety of indirect pieces of geological evidence (Merdith et al., 2021). The constraining criteria are applied to the absolute plate motion model optimization with the following assumptions/bounds: (1) rates of net lithospheric rotation (NR) are minimized but non-zero, (2) global trench migration velocities are minimized, favouring trench retreat over trench advance, (3) spatio-temporal misfit between plate motion model and present-day hotspot chains is minimized, and (4) global continental median plate speed remains < 60 mm/yr. The contribution of individual optimization parameters to the overall inversion are initially scaled by relative magnitude and then weighted by empirically determined weights. For times older than 80 Ma, NR=1, TM=0.5, PV=0.5, HS=0 (0-80 Ma, NR=TM=PV=HS=1.

 

To estimate the original boundaries of preserved outlines of continents reconstructed to their past positions given a rotation model we apply a continent contouring algorithm to create continental outlines, using the code in this github repository: https://github.com/EarthByte/continent-contouring. The algorithm is based on marching squares, a 2D adaptation of the Marching Cubes algorithm applied to the surface of a sphere. The continental outlines are expanded by a user-specified buffer distance.
DOI: 10.6084/m9.figshare.28719755
title: DABFontanSRMA

description: Fontan CPET SRMA Dataset/Do-file
DOI: 10.6084/m9.figshare.28719755.v1
title: DABFontanSRMA

description: Fontan CPET SRMA Dataset/Do-file
DOI: 10.5281/zenodo.15347636
title: DAS Triggered Lightning
DOI: 10.5281/zenodo.15347637
title: DAS Triggered Lightning
DOI: 10.15468/dl.g2ka7d
title: Occurrence Download

description: A dataset containing 4428 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((118.85606 29.65669,119.12137 29.7036,119.27992 29.98833,119.01446 30.38282,118.61994 29.98032,118.85606 29.65669))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 4428 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017295-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15347656
title: Supplementary for soil quality prediction
DOI: 10.5281/zenodo.15347657
title: Supplementary for soil quality prediction
DOI: 10.15468/dl.jjbw6g
title: Occurrence Download

description: A dataset containing 98 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 Euphonia musica (J.F.Gmelin, 1789)",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 98 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017297-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15347679
title: Global Firefighting Foam Market 2025 To 2034

description: Firefighting Foam Market Size, Trends and Insights By Type (Aqueous Film Forming Foam (AFFF), Alcohol Resistant Aqueous Film Forming Foam (AR-FFF), Protein Foam (PF), Synthetic Detergent Foam (Medium and High Expansion)), By Application (Oil & Gas, Aviation, Marine, Mining, Warehouse, Others), By Fire Type (Class A, Class B, Class C), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2025 – 2034.

Reports Description



As per the Firefighting Foam Market analysis conducted by the CMI Team, the global Firefighting Foam Market is expected to record a CAGR of 2.7% from 2025 to 2034. In 2025, the market size is projected to reach a valuation of USD 5.94 Billion. By 2034, the valuation is anticipated to reach USD 7.57 Billion.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=18854
DOI: 10.5281/zenodo.15347680
title: Global Firefighting Foam Market 2025 To 2034

description: Firefighting Foam Market Size, Trends and Insights By Type (Aqueous Film Forming Foam (AFFF), Alcohol Resistant Aqueous Film Forming Foam (AR-FFF), Protein Foam (PF), Synthetic Detergent Foam (Medium and High Expansion)), By Application (Oil & Gas, Aviation, Marine, Mining, Warehouse, Others), By Fire Type (Class A, Class B, Class C), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2025 – 2034.

Reports Description



As per the Firefighting Foam Market analysis conducted by the CMI Team, the global Firefighting Foam Market is expected to record a CAGR of 2.7% from 2025 to 2034. In 2025, the market size is projected to reach a valuation of USD 5.94 Billion. By 2034, the valuation is anticipated to reach USD 7.57 Billion.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=18854
DOI: 10.6084/m9.figshare.28936067
title: <b>Research on land desertification in Ejin Banner from 1991 to 2021</b><b> </b><b>based on Albedo-MSAVI feature space model</b>

description: <b>Research on land desertification in Ejin Banner from 1991 to 2021</b><b> </b><b>based on Albedo-MSAVI feature space model</b>
DOI: 10.6084/m9.figshare.28936067.v1
title: <b>Research on land desertification in Ejin Banner from 1991 to 2021</b><b> </b><b>based on Albedo-MSAVI feature space model</b>

description: <b>Research on land desertification in Ejin Banner from 1991 to 2021</b><b> </b><b>based on Albedo-MSAVI feature space model</b>
DOI: 10.15468/dl.84pmty
title: Occurrence Download

description: A dataset containing 178 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Libelloides sibiricus (Eversmann, 1850)"
 ]
}

 The dataset includes 178 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017298-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9tba47
title: Occurrence Download

description: A dataset containing 1199198 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Curculionidae"
 ]
}

 The dataset includes 1199198 records from 638 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017296-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u3bads
title: Occurrence Download

description: A dataset containing 1066962 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is True",
 "HasGeospatialIssue is False",
 "OccurrenceStatus is Present",
 "TaxonKey is Sus scrofa Linnaeus, 1758"
 ]
}

 The dataset includes 1066962 records from 3069 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017294-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6vearm
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Plethodontohyla laevis)",
 "Country is one of (Afghanistan, Armenia, Azerbaijan, Bahrain, Bangladesh, Bhutan, Brunei Darussalam, Cambodia, China, Cyprus, Georgia, Hong Kong, India, Indonesia, Iran (Islamic Republic of), Iraq, Israel, Japan, Jordan, Kazakhstan, Korea (Democratic People’s Republic of), Korea, Republic of, Kuwait, Kyrgyzstan, Lao People’s Democratic Republic, Lebanon, Macao, Malaysia, Maldives, Mongolia, Myanmar, Nepal, Oman, Pakistan, Palestine, State of, Philippines, Qatar, Saudi Arabia, Singapore, Sri Lanka, Syrian Arab Republic, Tajikistan, Thailand, Timor-Leste, Türkiye, Turkmenistan, United Arab Emirates, Uzbekistan, Viet Nam, Yemen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081714-250717081556266/datasets/export for details.
DOI: 10.15468/dl.2a57sm
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Anas gracilis)",
 "Country is one of (Afghanistan, Armenia, Azerbaijan, Bahrain, Bangladesh, Bhutan, Brunei Darussalam, Cambodia, China, Cyprus, Georgia, Hong Kong, India, Indonesia, Iran (Islamic Republic of), Iraq, Israel, Japan, Jordan, Kazakhstan, Korea (Democratic People’s Republic of), Korea, Republic of, Kuwait, Kyrgyzstan, Lao People’s Democratic Republic, Lebanon, Macao, Malaysia, Maldives, Mongolia, Myanmar, Nepal, Oman, Pakistan, Palestine, State of, Philippines, Qatar, Saudi Arabia, Singapore, Sri Lanka, Syrian Arab Republic, Tajikistan, Thailand, Timor-Leste, Türkiye, Turkmenistan, United Arab Emirates, Uzbekistan, Viet Nam, Yemen)"
 ]
}

 The dataset includes 30 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081715-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/0j3-61q-53e
title: Porifera Grant, 1836

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s2c-22y-1dy
title: †Fenestella Lonsdale, 1839

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8fb-p5m-s0z
title: Aves

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s06-j0g-w6x
title: Bos taurus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sj8-28s-d74
title: Bivalvia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/eas-pds-qxm
title: Heterocyathus Milne Edwards & Haime, 1848

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tq0-69e-7nn
title: †Palorbitolina lenticularis (Blumenbach, 1805)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/waj-wvq-9y8
title: †Palorbitolina lenticularis (Blumenbach, 1805)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7mt-1fm-hyq
title: Bos taurus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/efh-hgf-6rx
title: Ostracoda Latreille, 1802

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wfx-8vd-6d8
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5s4-9r1-lag
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/npw-5t2-bxw
title: Chordata

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0g9-d80-pe2
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q8h-rp8-tdm
title: Cervidae Goldfuss, 1820

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/knd-p4s-7x0
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b9x-6mh-qz7
title: Astarte J. Sowerby, 1816

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cf6-52s-2wv
title: †Palorbitolina lenticularis (Blumenbach, 1805)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/24d-1t3-azp
title: Odontaspis

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bja-lag-39e
title: Equus (Equus) caballus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k5g-h7p-2pc
title: Echinodermata

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p7d-dj2-trt
title: Bos taurus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/eb2-5ms-xee
title: Canis Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tkq-1t6-k1f
title: Cetacea Brisson, 1762

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5l0-fnl-574
title: Echinodermata

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kl4-gr6-rld
title: Trichiuridae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mxz-rt1-z2v
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7j8-hcs-7z1
title: Foraminifera d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tln-16l-1nf
title: †Palorbitolina lenticularis (Blumenbach, 1805)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.