cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/tazsty
title: Sea Level Rise Impacts on Ramsar Wetlands of International Importance

description: The Sea Level Rise Impacts on Ramsar Wetlands of International Importance data set represents the results of an analysis using the boundaries for Ramsar sites designated under the Ramsar Convention on Wetlands and intersecting them with different elevation zones in the coastal zone to assess area and percent area that would become inundated under 1 and 2 meter sea level rise scenarios. This data set provides results for 613 sites with defined boundaries that were found to intersect with the 0-5m above mean sea level coastal zone, defined by NASA Shuttle Radar Topography Mission (SRTM) elevation data. In addition to assessing the degree of risk of inundation, the data set provides population density and percent of land that is urban within the site and within 1km and 5km buffers surrounding the site. The data set also reports on infant mortality rates within 1km and 5km buffers around the site, as a measure of poverty levels that may affect adaptive capacity.
description: To provide a preliminary assessment of coastal Ramsar Sites that are at risk to inundation as a consequence of sea level rise.
DOI: 10.15468/dl.rhjd4b
title: Occurrence Download

description: A dataset containing 2586851 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (North America, South America)",
 "DatasetKey is EOD – eBird Observation Dataset",
 "OccurrenceStatus is Present",
 "VerbatimScientificName is one of (Archilochus colubris, Pandion haliaetus, Hirundo rustica, Calidris mauri, Catharus fuscescens)",
 "Year is 2023"
 ]
}

 The dataset includes 2586851 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046345-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/584-v8c-v8a
title: Koeleria hirsuta Gaudin

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.qwzay4
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ocypode madagascariensis"
 ]
}

 The dataset includes 12 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046364-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r9zvhh
title: Occurrence Download

description: A dataset containing 312 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ukraine",
 "TaxonKey is Cygnus columbianus bewickii"
 ]
}

 The dataset includes 312 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046366-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7aqv28
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Modiola caroliniana",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 34 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046365-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ry4k4f
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Modiola caroliniana",
 "Country is India",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046367-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k72ug8
title: Occurrence Download

description: A dataset containing 14992 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bombus sonorus"
 ]
}

 The dataset includes 14992 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046368-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bja5pj
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ocypode mortoni"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046369-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sf539w
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ocypode nobilii"
 ]
}

 The dataset includes 13 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046370-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14920290
title: Comparative Analysis of TCR and TCR-pMHC Complex Structure Prediction Tools

description: The rapid development of computational approaches for predicting the structures of T cell receptors (TCRs) and TCR-peptide-major histocompatibility (TCR-pMHC) complexes, accelerated by AI breakthroughs such as AlphaFold, has made it feasible to calculate these structures with increasing accuracy. Although these tools show great potential, their relative accuracy and limitations remain unclear due to the lack of standardized benchmarks. Here, we systematically evaluate seven tools for predicting isolated TCR structures together with six tools for predicting TCR-pMHC complex structures. The methods include homologybased approaches, general prediction tools using AlphaFold, TCR-specific tools derived from AlphaFold2, and the newly developed tFold-TCR model. The evaluation uses a post-training data set comprising 40 αβ TCRs and 27 TCR-pMHC complexes (21 Class I and 6 Class II). Model accuracy is assessed at global, local, and interface levels using a variety of metrics. We find that each tool offers distinct advantages in various aspects of its predictions. AlphaFold2, AlphaFold3, and tFold-TCR excel in overall accuracy of TCR structure prediction, and TCRmodel2 and AlphaFold2 perform well in overall accuracy of TCR-pMHC structure prediction. However, TCR-specific tools derived from AlphaFold2 show lower accuracy in the framework region than both homology-based methods and general-purpose tools such as AlphaFold, and challenges remain for all in modeling CDR3 loops, docking orientations, TCR-peptide interfaces, and Class II MHC-peptide interfaces. These findings will guide researchers in selecting appropriate tools, emphasize the importance of using multiple evaluation metrics to assess model performance, and offer suggestions for improving TCR and TCR-pMHC structure prediction tools.
DOI: 10.5281/zenodo.15886507
title: Comparative Analysis of TCR and TCR-pMHC Complex Structure Prediction Tools

description: The rapid development of computational approaches for predicting the structures of T cell receptors (TCRs) and TCR-peptide-major histocompatibility (TCR-pMHC) complexes, accelerated by AI breakthroughs such as AlphaFold, has made it feasible to calculate these structures with increasing accuracy. Although these tools show great potential, their relative accuracy and limitations remain unclear due to the lack of standardized benchmarks. Here, we systematically evaluate seven tools for predicting isolated TCR structures together with six tools for predicting TCR-pMHC complex structures. The methods include homologybased approaches, general prediction tools using AlphaFold, TCR-specific tools derived from AlphaFold2, and the newly developed tFold-TCR model. The evaluation uses a post-training data set comprising 40 αβ TCRs and 27 TCR-pMHC complexes (21 Class I and 6 Class II). Model accuracy is assessed at global, local, and interface levels using a variety of metrics. We find that each tool offers distinct advantages in various aspects of its predictions. AlphaFold2, AlphaFold3, and tFold-TCR excel in overall accuracy of TCR structure prediction, and TCRmodel2 and AlphaFold2 perform well in overall accuracy of TCR-pMHC structure prediction. However, TCR-specific tools derived from AlphaFold2 show lower accuracy in the framework region than both homology-based methods and general-purpose tools such as AlphaFold, and challenges remain for all in modeling CDR3 loops, docking orientations, TCR-peptide interfaces, and Class II MHC-peptide interfaces. These findings will guide researchers in selecting appropriate tools, emphasize the importance of using multiple evaluation metrics to assess model performance, and offer suggestions for improving TCR and TCR-pMHC structure prediction tools.
DOI: 10.25810/fq7x-q521.69
title: Middle Eastern Newspaper Coverage of Climate Change or Global Warming, 2004-2025 - August 2025

description: The Media and Climate Change Observatory Data monitors 127 sources (across newspapers, radio and TV) in 59 countries in seven different regions around the world. Data is assembled by accessing archives through the Lexis Nexis, Proquest and Factiva databases via the University of Colorado libraries. More information may be found at: http://mecco.colorado.edu.
DOI: 10.15468/dl.da7wpd
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Modiola caroliniana",
 "Country is Italy",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046371-250827131500795/datasets/export for details.
DOI: 10.15468/dl.9kjeew
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Crenicichla cyclostoma)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 9 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046373-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g7fbev
title: Occurrence Download

description: A dataset containing 1283 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ocypode occidentalis"
 ]
}

 The dataset includes 1283 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046372-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tmpcfm
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Modiola caroliniana",
 "Country is Morocco",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046376-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vb46y4
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Modiola caroliniana",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 34 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046375-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nu544j
title: Occurrence Download

description: A dataset containing 539 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ocypode pallidula"
 ]
}

 The dataset includes 539 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046377-250827131500795/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.29930414
title: <b>Korfball-Based Training and Motor Skill Development in Young Athletes: A Randomized Controlled Trial</b>

description: Background: Korfball is a mixed-gender sport that may foster inclusive motor development in youth; however, experimental evidence remains limited. This randomized controlled trial (RCT) investigated the effects of an 8-week korfball-based training program on explosive lower limb performance in children aged 10–12 years.Methods: Thirty healthy children were randomly assigned to either a korfball training group (n=15) or a control group (n=15). The intervention group performed supervised korfball-based training three times per week for eight weeks, while controls continued standard physical education. Pre- and post-tests included the Margaria-Kalamen (MK) power test (primary outcome) and the Standing Long Jump (SLJ) (secondary outcome). Outcome assessors were blinded. Statistical analysis involved 2×2 repeated-measures ANOVA with partial eta squared (η²ₚ); significance was set at p&lt;0.05.Results: All participants completed the study. Significant Group×Time interactions were found for both MK (F(1,28)=34.333, p&lt;0.001, η²ₚ=0.710) and SLJ (F(1,28)=14.819, p=0.002, η²ₚ=0.514). Time effects were significant for both MK (F(1,28)=20.880, p&lt;0.001, η²ₚ=0.599) and SLJ (F(1,28)=7.595, p=0.015, η²ₚ=0.352). The intervention group improved MK power from ~470 W to ~618 W and SLJ from 150.5±12.6 cm to 159.1±12.1 cm, whereas the control group showed no meaningful changes. No Group×Sex interaction was detected (p&gt;0.33). No adverse events were reported.Conclusions: Eight weeks of korfball-based training significantly enhanced anaerobic power and explosive lower limb performance in children. Gains were comparable between sexes, supporting the inclusive nature of korfball. The program appears suitable for school-based physical education.Trial registration: [Registration number, registry, and date]. If not prospectively registered, please state retrospectively registered.Keywords: korfball; youth athletes; explosive power; Margaria-Kalamen; standing long jump; randomized controlled trial
DOI: 10.6084/m9.figshare.29930414.v2
title: <b>Korfball-Based Training and Motor Skill Development in Young Athletes: A Randomized Controlled Trial</b>

description: Background: Korfball is a mixed-gender sport that may foster inclusive motor development in youth; however, experimental evidence remains limited. This randomized controlled trial (RCT) investigated the effects of an 8-week korfball-based training program on explosive lower limb performance in children aged 10–12 years.Methods: Thirty healthy children were randomly assigned to either a korfball training group (n=15) or a control group (n=15). The intervention group performed supervised korfball-based training three times per week for eight weeks, while controls continued standard physical education. Pre- and post-tests included the Margaria-Kalamen (MK) power test (primary outcome) and the Standing Long Jump (SLJ) (secondary outcome). Outcome assessors were blinded. Statistical analysis involved 2×2 repeated-measures ANOVA with partial eta squared (η²ₚ); significance was set at p&lt;0.05.Results: All participants completed the study. Significant Group×Time interactions were found for both MK (F(1,28)=34.333, p&lt;0.001, η²ₚ=0.710) and SLJ (F(1,28)=14.819, p=0.002, η²ₚ=0.514). Time effects were significant for both MK (F(1,28)=20.880, p&lt;0.001, η²ₚ=0.599) and SLJ (F(1,28)=7.595, p=0.015, η²ₚ=0.352). The intervention group improved MK power from ~470 W to ~618 W and SLJ from 150.5±12.6 cm to 159.1±12.1 cm, whereas the control group showed no meaningful changes. No Group×Sex interaction was detected (p&gt;0.33). No adverse events were reported.Conclusions: Eight weeks of korfball-based training significantly enhanced anaerobic power and explosive lower limb performance in children. Gains were comparable between sexes, supporting the inclusive nature of korfball. The program appears suitable for school-based physical education.Trial registration: [Registration number, registry, and date]. If not prospectively registered, please state retrospectively registered.Keywords: korfball; youth athletes; explosive power; Margaria-Kalamen; standing long jump; randomized controlled trial
DOI: 10.6084/m9.figshare.29930414.v1
title: <b>Korfball-Based Training and Motor Skill Development in Young Athletes: A Randomized Controlled Trial</b>

description: Background: Korfball is a mixed-gender sport that may foster inclusive motor development in youth; however, experimental evidence remains limited. This randomized controlled trial (RCT) investigated the effects of an 8-week korfball-based training program on explosive lower limb performance in children aged 10–12 years.Methods: Thirty healthy children were randomly assigned to either a korfball training group (n=15) or a control group (n=15). The intervention group performed supervised korfball-based training three times per week for eight weeks, while controls continued standard physical education. Pre- and post-tests included the Margaria-Kalamen (MK) power test (primary outcome) and the Standing Long Jump (SLJ) (secondary outcome). Outcome assessors were blinded. Statistical analysis involved 2×2 repeated-measures ANOVA with partial eta squared (η²ₚ); significance was set at p&lt;0.05.Results: All participants completed the study. Significant Group×Time interactions were found for both MK (F(1,28)=34.333, p&lt;0.001, η²ₚ=0.710) and SLJ (F(1,28)=14.819, p=0.002, η²ₚ=0.514). Time effects were significant for both MK (F(1,28)=20.880, p&lt;0.001, η²ₚ=0.599) and SLJ (F(1,28)=7.595, p=0.015, η²ₚ=0.352). The intervention group improved MK power from ~470 W to ~618 W and SLJ from 150.5±12.6 cm to 159.1±12.1 cm, whereas the control group showed no meaningful changes. No Group×Sex interaction was detected (p&gt;0.33). No adverse events were reported.Conclusions: Eight weeks of korfball-based training significantly enhanced anaerobic power and explosive lower limb performance in children. Gains were comparable between sexes, supporting the inclusive nature of korfball. The program appears suitable for school-based physical education.Trial registration: [Registration number, registry, and date]. If not prospectively registered, please state retrospectively registered.Keywords: korfball; youth athletes; explosive power; Margaria-Kalamen; standing long jump; randomized controlled trial
DOI: 10.15468/dl.yqehw9
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ocypode pauliani"
 ]
}

 The dataset includes 11 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046378-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/xzkqvz
title: Low Elevation Coastal Zone (LECZ) Global Delta Urban-Rural Population and Land Area Estimates, Version 1

description: The Low Elevation Coastal Zone (LECZ) Global Delta Urban-Rural Population and Land Area Estimates, Version 1 data set provides country-level estimates of urban, quasi-urban, rural, and total population (count), land area (square kilometers), and built-up areas in river delta- and non-delta contexts for 246 statistical areas (countries and other UN-recognized territories) for the years 1990, 2000, 2014 and 2015. The population estimates are disaggregated such that compounding risk factors including elevation, settlement patterns, and delta zones can be cross-examined. The Intergovernmental Panel on Climate Change (IPCC) recently concluded that without significant adaptation and mitigation action, risk to coastal communities will increase at least one order of magnitude by 2100, placing people, property, and environmental resources at greater risk. Greater-risk zones were then generated: 1) the global extent of two low-elevation zones contiguous to the coast, one bounded by an upper elevation of 10m (LECZ10), and one by an upper elevation of 5m (LECZ05); 2) the extent of the world's major deltas; 3) the distribution of people and built-up area around the world; 4) the extents of urban centers around the world. The data are layered spatially, along with political and land/water boundaries, allowing the densities and quantities of population and built-up area, as well as levels of urbanization (defined as the share of population living in "urban centers") to be estimated for any country or region, both inside and outside the LECZs and deltas, and at two points in time (1990 and 2015). In using such estimates of populations living in 5m and 10m LECZs and outside of LECZs, policymakers can make informed decisions based on perceived exposure and vulnerability to potential damages from sea level rise.
description: To provide country-level estimates of populations and land areas in river delta- and non-delta contexts for the years 1990, 2000, 2014, and 2015 for 246 statistical areas, focusing on greater-risk zones using the global extent of low elevation zones contiguous to the coast bounded by either 5 meters or 10 meters.
DOI: 10.3886/e201245
title: Data and Code for "Down to the Wire: Leveraging Technology to Improve Electric Utility Cost Recovery"

description: These files contain the code and data for the article "Down to the Wire: Leveraging Technology to Improve Electric Utility Cost Recovery."
description: Approximately 3,000 residential customers across 150 transformers in Karachi, Pakistan.
DOI: 10.3886/e201245v1
title: Data and Code for "Down to the Wire: Leveraging Technology to Improve Electric Utility Cost Recovery"

description: These files contain the code and data for the article "Down to the Wire: Leveraging Technology to Improve Electric Utility Cost Recovery."
description: Approximately 3,000 residential customers across 150 transformers in Karachi, Pakistan.
DOI: 10.3535/cdz-p1t-s1s
title: Koeleria hirsuta Gaudin

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.dcekdh
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Modiola caroliniana",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046379-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.