cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3886/e180321v3-170281
title: ECIN Replication Package for "The Implications of Optional Practical Training Reforms on International Student Enrollments and Quality"

description: Package includes replication data for "The Implications of Optional Practical Training Reforms on International Student Enrollments and Quality". Enclosed readme.txt file provides a summary of programs. <br><br><br>
description: Response Rates: Complete coverage.
description: Sample is the universe of F-1 students matriculating in US higher education by program start date.
description: International students on F-1 visas in U.S. higher education by program start date. Smallest Geographic Unit: USA
description: other; Data collected via freedom of information act request for SEVIS student records.
DOI: 10.15468/dl.54veyr
title: Occurrence Download

description: A dataset listing the 638 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-117.45347 32.48457,-116.71775 28.59447,-110.8301 22.45652,-108.08594 22.92473,-113.95809 30.45043,-115.04929 31.94225,-114.95853 32.52029,-117.45347 32.48457))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Arachnida"
 ]
}

 The dataset's 638 records were derived from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009662-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6p4ek5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((22.174517 -33.364879, 22.174607 -33.364879, 22.174607 -33.364789, 22.174517 -33.364789, 22.174517 -33.364879))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009565-250227182400228/datasets/export for details.
DOI: 10.15468/dl.7m59xd
title: Occurrence Download

description: A dataset containing 743 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is USA.21_1",
 "TaxonKey is Quercus falcata Michx."
 ]
}

 The dataset includes 743 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009566-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t64exj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((22.174414 -33.364823, 22.174504 -33.364823, 22.174504 -33.364733, 22.174414 -33.364733, 22.174414 -33.364823))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009567-250227182400228/datasets/export for details.
DOI: 10.15468/dl.844uuh
title: Occurrence Download

description: A dataset containing 2540 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trillium nivale Riddell"
 ]
}

 The dataset includes 2540 records from 107 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009664-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6073/pasta/7c83fecfebb2073c5d5216b35d8393d4
title: Soil Moisture at Three Different Dune Elevations on the Hog Island, Northampton County, VA 2023

description: In summer 2023, soils were collected from swale grasslands (embryonic, Intermediate [swale 1] and Inland [swale 2]) on southern Hog Island. They were kept in plastic bags to quantify soil moisture content, which was determined by weighing cores to obtain water mass before and after drying at 105 deg_C for 72 hours. 
 For details, see: Woods, N.N., Zinnert, J.C. Shrub encroachment of coastal ecosystems depends on dune elevation. Plant Ecol 225, 1047-1057 (2024). https://doi.org/10.1007/s11258-024-01453-2
DOI: 10.5281/zenodo.14425921
title: Dataset for: A methodology for fuller, more accurate monitoring of peatland changes using multi-temporal airborne LiDAR data

description: Source data presenting the results of analyses using the method of determining peatland areas based on multi-temporal LiDAR data.

 Detailed pre- and processing data are described in the article: - the article has been submitted for publication, the source will be updated later.

The dataset includes:



diff_SE_NEW-OLD-med_diff.tif - final raster data for the southern area (S), contains information about terrain height differences over the analyzed period (2011/12–2022), format: GeoTIFF, spatial resolution: 1m;

diff_NW_NEW-OLD-med_diff.tif - final raster data for the northern area (N), contains information about terrain height differences over the analyzed period (2011/12–2022), format: GeoTIFF, spatial resolution: 1m

peatlands.gpkg - data packages in vector format (polygon), contains boundaries of digitized peatland areas in both analyzed regions.


The dataset may be expanded by the authors during the article publication process. 

For reuse of the data, please cite our publication: (the article has been submitted for publication, the source will be updated later) and/or contact the database author
DOI: 10.5281/zenodo.14425922
title: Dataset for: A methodology for fuller, more accurate monitoring of peatland changes using multi-temporal airborne LiDAR data

description: Source data presenting the results of analyses using the method of determining peatland areas based on multi-temporal LiDAR data.

 Detailed pre- and processing data are described in the article: - the article has been submitted for publication, the source will be updated later.

The dataset includes:



diff_SE_NEW-OLD-med_diff.tif - final raster data for the southern area (S), contains information about terrain height differences over the analyzed period (2011/12–2022), format: GeoTIFF, spatial resolution: 1m;

diff_NW_NEW-OLD-med_diff.tif - final raster data for the northern area (N), contains information about terrain height differences over the analyzed period (2011/12–2022), format: GeoTIFF, spatial resolution: 1m

peatlands.gpkg - data packages in vector format (polygon), contains boundaries of digitized peatland areas in both analyzed regions.


The dataset may be expanded by the authors during the article publication process. 

For reuse of the data, please cite our publication: (the article has been submitted for publication, the source will be updated later) and/or contact the database author
DOI: 10.15468/dl.5xh5tf
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((22.174352 -33.364786, 22.174442 -33.364786, 22.174442 -33.364696, 22.174352 -33.364696, 22.174352 -33.364786))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009568-250227182400228/datasets/export for details.
DOI: 10.15468/dl.r95hbc
title: Occurrence Download

description: A dataset containing 246 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pentarthrum huttoni T.V.Wollaston, 1854",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 246 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009665-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dms3vq
title: Occurrence Download

description: A dataset containing 4756478 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((-124.8093 47.05363,-122.48011 47.05363,-122.48011 48.43291,-124.8093 48.43291,-124.8093 47.05363))",
 "HasGeospatialIssue is false",
 "Year 2020-2025"
 ]
}

 The dataset includes 4756478 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009560-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sq25mx
title: Occurrence Download

description: A dataset containing 12734 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((2.12019 41.26225,2.25909 41.37016,2.23942 41.42947,2.17802 41.51055,1.97175 41.48551,1.95685 41.41576,2.12019 41.26225))",
 "TaxonKey is Passer domesticus (Linnaeus, 1758)",
 "Year 2021-2025"
 ]
}

 The dataset includes 12734 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009666-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qetg5x
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((22.174247 -33.364749, 22.174337 -33.364749, 22.174337 -33.364659, 22.174247 -33.364659, 22.174247 -33.364749))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009667-250227182430271/datasets/export for details.
DOI: 10.17632/6vhkvrmvzv
title: Data for: Consumers' willingness-to-pay for dairy and plant-based milk alternatives towards sustainable dairy: A scoping review

description: This data is for the 123 research articles on consumers' willingness to pay for dairy and plant-based milk attributes compiled for the scoping review titled "Consumers' willingness-to-pay for dairy and plant-based milk attributes: a scoping review". The scoping review aimed to accomplish the following five goals: (1) identify and evaluate the milk and plant-based milk alternatives products and attributes that have been explored in WTP studies, (2) explore how much consumers are willing to pay for different milk attributes across geographic regions, (3) identify key factors driving consumers' WTP for milk and plant-based milk alternatives (4) explore different methods used, (5) explore the impact of consumers' WTP for dairy and PBMA on sustainable dairy (6) identify potential research areas in understanding WTP studies on dairy and plant-based milk alternatives. The Cochrane Handbook for systematic reviews of interventions was used for search, selection, and data extraction methods (Higgins et al., 2019). The protocol development and the report followed the preferred reporting items for systematic literature reviews and meta-analyses (PRISMA) guidelines and checklists (Moher et al., 2009). Search terms for consumers, WTP and milk were obtained from previous systematic literature review studies on consumers (Alsubhi et al., 2023; De Steur et al., 2017), WTP (Alsubhi et al., 2023; De Steur et al., 2017; Olum et al., 2020) and milk (Largueza et al., 2023; Zeltzer et al., 2022). The search terms for milk were adopted as milk and soymilk since other articles on soymilk were not included in the search term milk.
DOI: 10.17632/6vhkvrmvzv.1
title: Data for: Consumers' willingness-to-pay for dairy and plant-based milk alternatives towards sustainable dairy: A scoping review

description: This data is for the 123 research articles on consumers' willingness to pay for dairy and plant-based milk attributes compiled for the scoping review titled "Consumers' willingness-to-pay for dairy and plant-based milk attributes: a scoping review". The scoping review aimed to accomplish the following five goals: (1) identify and evaluate the milk and plant-based milk alternatives products and attributes that have been explored in WTP studies, (2) explore how much consumers are willing to pay for different milk attributes across geographic regions, (3) identify key factors driving consumers' WTP for milk and plant-based milk alternatives (4) explore different methods used, (5) explore the impact of consumers' WTP for dairy and PBMA on sustainable dairy (6) identify potential research areas in understanding WTP studies on dairy and plant-based milk alternatives. The Cochrane Handbook for systematic reviews of interventions was used for search, selection, and data extraction methods (Higgins et al., 2019). The protocol development and the report followed the preferred reporting items for systematic literature reviews and meta-analyses (PRISMA) guidelines and checklists (Moher et al., 2009). Search terms for consumers, WTP and milk were obtained from previous systematic literature review studies on consumers (Alsubhi et al., 2023; De Steur et al., 2017), WTP (Alsubhi et al., 2023; De Steur et al., 2017; Olum et al., 2020) and milk (Largueza et al., 2023; Zeltzer et al., 2022). The search terms for milk were adopted as milk and soymilk since other articles on soymilk were not included in the search term milk.
DOI: 10.15468/dl.ubpxps
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lamprosema chagosalis Fletcher, 1911",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009571-250227182400228/datasets/export for details.
DOI: 10.5281/zenodo.14197617
title: Gedminiene_ea_Dukstelis_paleolake_climate reconstructions

description: Supplementary dataset related to the Gedminiene et al. manuscript, describing multiproxy analyses from a Late Glacial- Holocene core sequence from Dukštelis paleolake, SE Lithuania. This file includes:



Palynological data (pollen, using calibration data taxonomy, in percentages, for Ensemble of six calibrations models and for  calibration with Modern analogue technique (MAT)

Pollen-based reconstructions (temperatures and precipitation)
DOI: 10.5281/zenodo.14963710
title: Chilean margin sediments reveal millennial-scale Patagonian ice sheet fluctuations and Antarctic Circumpolar Current variability over the last 160,000 years

description: This repository contains data presented in the following paper: 

Chilean margin sediments reveal millennial-scale Patagonian ice sheet fluctuations and Antarctic Circumpolar Current variability over the last 160,000 years 

Illing et al. (2025), Quaternary Science Reviews

 

List of files:



U1542_Illing_2025_Chronology.xlsx

U1542_Illing_2025_Data.xlsx


 

For questions relating to the data, contact Matthew Illing at mtilling@stanford.edu
description: Orbital- and millennial-scale changes in Southern Hemisphere climate and oceanographic conditions impact the Chilean offshore margin sedimentary depositional environment. Understanding palaeoenvironmental changes at the Chilean margin can shed light on changes in the western extent of the southern Patagonian Ice Sheet and velocity of the Cape Horn Current. Before now, records of western–southern Patagonian ice sheet were incomplete at a millennial-scale resolution back to MIS 6. Here, we present results from a composite sedimentary record from International Ocean Discovery Program (IODP) Site U1542 recovered from the south Chilean margin off the western Magellan Strait entrance at 53°S. We use sedimentary facies analysis, granulometry, X-ray fluorescence, and isotopic analysis across the uppermost ~42 m of the stratigraphy to examine the interplay of along-slope oceanic bottom currents and down-slope ice sheet-derived flows at a millennial scale over the past 160 ka.  We find the southern Chilean margin to be highly sensitive to terrestrial ice sheet extent, upper continental slope contour current velocity, and millennial-scale Southern Hemisphere climate change. We determine that the extent of the Patagonian Ice Sheet readily fluctuates, advancing to the Chilean continental shelf edge at least 22 times over the last 160,000 years and often retreating into the Chilean fjords. We reconstruct the flow speed of the Cape Horn Current, a northern branch of the Antarctic Circumpolar Current, using sortable silt and find it declines during glacial periods by 51% but rebounds during millennial-scale Antarctic warm periods. The millennial-scale changes observed within the core were likely driven by coupled shifts of the Southern Hemisphere westerly winds and Southern Ocean front migration.
DOI: 10.5281/zenodo.14749304
title: Co-Folding Model Predictions for the Article "Do Deep Learning Models for Co-Folding Learn the Physics of Protein-Ligand Interactions?"

description: This dataset contains predictions from AlphaFold3, RosettaFold All-Atom, Boltz-1, and Chai-1. The data is licensed under the respective terms-of-use and data usage agreements (when applicable). Please consult the terms before downloading or otherwise using the data.
DOI: 10.15468/dl.554jex
title: Occurrence Download

description: A dataset containing 3212 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is USA.21_1",
 "TaxonKey is Asimina triloba (L.) Dunal"
 ]
}

 The dataset includes 3212 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009668-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qyw6uj
title: Occurrence Download

description: A dataset containing 2686 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is USA.21_1",
 "TaxonKey is Onoclea sensibilis L."
 ]
}

 The dataset includes 2686 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009671-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e219182
title: Examining the Effect of Supplemental Nutrition Assistance Program Enrollment on Food Insecurity in College Students

description: <b>Objectives</b>. This
purpose of this research was to determine the prevalence of food insecurity and
SNAP enrollment, and the effect of SNAP enrollment on food security students at
Middle Tennessee State University.

<br><b>Methods</b>. 402
participants were screened for SNAP eligibility, receipt of SNAP benefits, and
level of food security based on the USDA 6-item short form. One-proportion
z-scores, binary logistic regression, and univariate ANCOVA were utilized to
determine prevalence of food insecurity and SNAP enrollment and the effect of
SNAP participation on food security levels.

<br><b>Results</b>. It was
estimated that 54.0% of students at MTSU are food insecure. Students surveyed
were 71.65% less likely to be receiving SNAP benefits than other eligible
Tennessee residents. Students enrolled in SNAP were 45.9% less likely to
experience very low food security compared to students that did not receive
SNAP benefits, OR = 0.541, 95% CI [0.169, 1.736], p = 0.302. Results also indicated
that students enrolled in SNAP had Rasch food security scores that were
approximately 11.9% lower than food insecure students that were not enrolled in
SNAP, F (1, 190) = 3.391, p = .067.

<br><b>Conclusions</b>. 

Compared to Tennessee
adults, MTSU students were 4.6 times, or 360%, more likely to experience food
insecurity, and significantly less likely to be enrolled in the SNAP program. For
those that were enrolled, this research has shown that receiving SNAP benefits
in college may improve food security.
description: Response Rates: Enrollment in Fall semester of 2024 was 20,488 students. After data cleaning including removing duplicates and incomplete surveys, a total of 402 surveys were used in the final analyses for a 1.96% response rate.<br><br>
description: Presence of Common Scales: USDA Six-Item Short Form QuestionnaireRasch measurement scores
description: Convenience sampling was used to survey students. All 20,488 students received an invitation to complete the survey via e-mail.
description: Undergraduate and graduate students enrolled at Middle Tennessee State University in Fall semester 2024, age 18 and older.
description: web-based survey;
DOI: 10.3886/e219182v1-170282
title: Examining the Effect of Supplemental Nutrition Assistance Program Enrollment on Food Insecurity in College Students

description: <b>Objectives</b>. This
purpose of this research was to determine the prevalence of food insecurity and
SNAP enrollment, and the effect of SNAP enrollment on food security students at
Middle Tennessee State University.

<br><b>Methods</b>. 402
participants were screened for SNAP eligibility, receipt of SNAP benefits, and
level of food security based on the USDA 6-item short form. One-proportion
z-scores, binary logistic regression, and univariate ANCOVA were utilized to
determine prevalence of food insecurity and SNAP enrollment and the effect of
SNAP participation on food security levels.

<br><b>Results</b>. It was
estimated that 54.0% of students at MTSU are food insecure. Students surveyed
were 71.65% less likely to be receiving SNAP benefits than other eligible
Tennessee residents. Students enrolled in SNAP were 45.9% less likely to
experience very low food security compared to students that did not receive
SNAP benefits, OR = 0.541, 95% CI [0.169, 1.736], p = 0.302. Results also indicated
that students enrolled in SNAP had Rasch food security scores that were
approximately 11.9% lower than food insecure students that were not enrolled in
SNAP, F (1, 190) = 3.391, p = .067.

<br><b>Conclusions</b>. 

Compared to Tennessee
adults, MTSU students were 4.6 times, or 360%, more likely to experience food
insecurity, and significantly less likely to be enrolled in the SNAP program. For
those that were enrolled, this research has shown that receiving SNAP benefits
in college may improve food security.
description: Response Rates: Enrollment in Fall semester of 2024 was 20,488 students. After data cleaning including removing duplicates and incomplete surveys, a total of 402 surveys were used in the final analyses for a 1.96% response rate.<br><br>
description: Presence of Common Scales: USDA Six-Item Short Form QuestionnaireRasch measurement scores
description: Convenience sampling was used to survey students. All 20,488 students received an invitation to complete the survey via e-mail.
description: Undergraduate and graduate students enrolled at Middle Tennessee State University in Fall semester 2024, age 18 and older.
description: web-based survey;
DOI: 10.15468/dl.9qd4xw
title: Occurrence Download

description: A dataset containing 232 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Peregrinus maidis (Ashmead, 1890)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 232 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009672-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zv4bqv
title: Occurrence Download

description: A dataset containing 236 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Gypaetus barbatus meridionalis Keyserling & J.H.Blasius, 1840"
 ]
}

 The dataset includes 236 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009673-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f445wu
title: Occurrence Download

description: A dataset containing 123223 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((2.12019 41.26225,2.25909 41.37016,2.23942 41.42947,2.17802 41.51055,1.97175 41.48551,1.95685 41.41576,2.12019 41.26225))",
 "Year is 2021"
 ]
}

 The dataset includes 123223 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009569-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.