cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.622duq
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Afronycteris helios (Heller, 1912)",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 57 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025327-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e199542
title: Code for: Search, Screening and Sorting

description: We examine how search frictions impact labor market sorting by constructing a model consistent with recent evidence that employers collect a pool of applicants before interviewing a subset. We derive the necessary and sufficient conditions for sorting in both applications and matches. Positive sorting is obtained when production complementarities outweigh a force against sorting measured by a (novel) quality-quantity elasticity. Interestingly, the production complementarities needed for positive sorting depend on the population fraction of high-type workers and can be increasing in the number of inter-views. Our model shows how policies like Ban the Box can backfire because when attractive firms can no longer perfectly screen certain workers, they may discourage them from applying.<br><br>
description: US labor force<br>.
DOI: 10.3886/e199542v1
title: Code for: Search, Screening and Sorting

description: We examine how search frictions impact labor market sorting by constructing a model consistent with recent evidence that employers collect a pool of applicants before interviewing a subset. We derive the necessary and sufficient conditions for sorting in both applications and matches. Positive sorting is obtained when production complementarities outweigh a force against sorting measured by a (novel) quality-quantity elasticity. Interestingly, the production complementarities needed for positive sorting depend on the population fraction of high-type workers and can be increasing in the number of inter-views. Our model shows how policies like Ban the Box can backfire because when attractive firms can no longer perfectly screen certain workers, they may discourage them from applying.<br><br>
description: US labor force<br>.
DOI: 10.5281/zenodo.15610003
title: 附录:"着"先行及相关用法在部分汉语方言中的共时分布

description: 《北方汉语先行义“着”来源新解——非完句特征与去从属化的视角》(陈若雨、陈前瑞 2025)附录。

Appendix to the paper: New reflections on the origin of antecedent zhe (着) in Northern Chinese dialects:From the perspective of sentence-incompleteness feature and insubordination(Chen & Chen 2025).
DOI: 10.15468/dl.58sr4u
title: Occurrence Download

description: A dataset containing 640 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Labeobarbus marequensis (Smith, 1841)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((30.5701 -24.0715,25.5395 -24.0715,25.5395 -28.5786,30.5701 -28.5786,30.5701 -24.0715))"
 ]
}

 The dataset includes 640 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025329-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dd.w7hca8
title: Dataset generated from Esri tool

description: Derived dataset generated by Esri geoprocessing tool using GBIF API
DOI: 10.15468/dl.3bvcsk
title: Occurrence Download

description: A dataset containing 610 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Pipistrellus nanus (Peters, 1852)",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 610 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025331-250525065834625/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.29257091
title: 2023_OrchardLocalAdaptation_anonymized_5.20.25.csv

description: Yeast (<i>Hanseniaspora uvarum</i>) local adaptation experimental dataset for manuscript "Local adaptation shapes community composition without affecting performance".
DOI: 10.6084/m9.figshare.29257091.v1
title: 2023_OrchardLocalAdaptation_anonymized_5.20.25.csv

description: Yeast (<i>Hanseniaspora uvarum</i>) local adaptation experimental dataset for manuscript "Local adaptation shapes community composition without affecting performance".
DOI: 10.15468/dl.bf4uyn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "ScientificName" : [
 "is Pleurodema thaul"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025330-250525065834625/datasets/export for details.
DOI: 10.17176/20220106-122611-0
title: Materialien zu Hamann, NJW 2022: "Dr. Faust, Rechtsanwalt"

description: Die vorliegende Materialsammlung umfasst zentrale Quellen des rechtshistorischen Fachbeitrags "Dr. Faust, Rechtsanwalt: Eine fast vergessene Weihnachtsgabe an der Kreuzung juristischer Zeitgeschichte(n)", publiziert in der Neuen Juristischen Wochenschrift (NJW), 75. Jahrgang 2022. Es handelt sich bei den vorliegenden Materialien um bislang schwer erhältliche (nun erstmals im Volltext durchsuchbare) Digitalisate von gemeinfreien Dokumenten ebenso wie von Forschungsarbeiten des Berliner Justizhistorikers Rechtsanwalt Reinhard Hillebrand, die hier mit seiner freundlichen Genehmigung zur Verfügung gestellt werden.
description: Neue Juristische Wochenschrift, vol. 75
DOI: 10.15468/dl.eazykz
title: Occurrence Download

description: A dataset containing 348 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Labeobarbus marequensis (Smith, 1841)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((27.1332 -20.158,25.5395 -23.2724,25.5395 -24.0715,30.5701 -24.0715,30.5701 -20.3186,29.6496 -19.6123,28.947 -19.4003,28.1821 -19.4609,27.6072 -19.7214,27.1332 -20.158))"
 ]
}

 The dataset includes 348 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025332-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15609792
title: Philadelphia Council District Health Dashboard (Dataset)

description: Philadelphia Council District Health Dashboard - Dataset and Codebook

Description

This dataset supports the Philadelphia Council District Health Dashboard, an interactive web application that visualizes health disparities and social determinants of health across Philadelphia's 10 City Council Districts. The dashboard provides district-level insights to guide equitable policy and investment decisions by City Council members and the public.

Background

Philadelphia residents experience drastically different health outcomes across the city – differences shaped by federal, state, and local policies rather than individual choices alone. This project maps key health indicators across all 10 Philadelphia City Council Districts to show how politics and geography intersect to shape Philadelphian health.

Data Sources



US Census Bureau American Community Survey (ACS) 5-year estimates (2018-2022)

Open Data Philly (2015-2024)


Data aggregated from original geographic units to City Council District boundaries using population-weighted methods.

Dataset Contents

Files:



data_v1.csv - Main dataset containing health indicators by Philadelphia City Council District

codebook_v1.csv - Complete metadata and variable documentation


Methodology



Population-weighted aggregation for demographic/socioeconomic variables

Area-weighted aggregation for environmental variables

Count aggregation for incident data

City averages calculated as population-weighted across districts


Geographic Coverage



Unit: Philadelphia City Council Districts (n=10)

Period: 2018-2022 (ACS), 2015-2024 (Open Data Philly)


Applications

Supports policy analysis, community advocacy, academic research, and public health planning at the district level.

 

Contact 

Authors

Amber Bolli, Tamara Rushovich, Ran Li, Stephanie Hernandez, Alina Schnake-Mahl

Funding

Transform Academia for Equity grant from Robert Wood Johnson Foundation

Keywords

Philadelphia, City Council, Health Disparities, Social Determinants, Urban Health, Public Policy, Geospatial Analysis
DOI: 10.15468/dl.njgrj2
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phrynosoma orbiculare bradti Horowitz, 1955"
 ]
}

 The dataset includes 28 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025333-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tu2jkk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "ScientificName" : [
 "is Pleurodema thaul"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025334-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15609876
title: Multiscale Social Vulnerability in U.S.

description: Social vulnerability indices created using the SoVI (2016) recipe for the U.S. using multiple data resolutions and index construction extents for 2018-2021. Indices were created in R using an automated construction script that can be found at https://github.com/katesnelson/MultiscalarSVI. 

The data and accompanying manuscript are published at 

Nelson, K. S. (2025). Where scale matters for social vulnerability indices: a multiyear analysis of the US. International Journal of Disaster Risk Reduction, 105513. https://doi.org/10.1016/j.ijdrr.2025.105513
DOI: 10.5281/zenodo.8072142
title: Multiscale Social Vulnerability in U.S.

description: Social vulnerability indices created using the SoVI (2016) recipe for the U.S. using multiple data resolutions and index construction extents for 2018-2021. Indices were created in R using an automated construction script that can be found at https://github.com/katesnelson/MultiscalarSVI. 

The data and accompanying manuscript are published at 

Nelson, K. S. (2025). Where scale matters for social vulnerability indices: a multiyear analysis of the US. International Journal of Disaster Risk Reduction, 105513. https://doi.org/10.1016/j.ijdrr.2025.105513
DOI: 10.5281/zenodo.8072143
title: Multiscale Social Vulnerability in U.S.

description: Social vulnerability indices created using the SoVI (2016) recipe for the U.S. using multiple data resolutions and index construction extents for 2018-2021. Indices were created in R using an automated construction script that can be found at https://github.com/katesnelson/MultiscalarSVI.
DOI: 10.15468/dl.2qm3pt
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "ScientificName" : [
 "is Pleurodema thaul"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025335-250525065834625/datasets/export for details.
DOI: 10.15468/dl.txq7gh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Labeobarbus marequensis (Smith, 1841)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((25.0214 -34.0501,25.5395 -34.1098,25.5395 -32.9007,20.509 -32.9007,20.509 -34.5676,20.524 -34.555,20.8859 -34.5419,20.9606 -34.4398,21.2995 -34.5131,21.5296 -34.4338,21.8696 -34.4439,22.0323 -34.2835,22.221 -34.2428,22.2566 -34.1304,22.5993 -34.0741,22.9652 -34.1674,23.4069 -34.1858,23.4955 -34.0792,23.6056 -34.0563,24.8471 -34.2877,24.9447 -34.2397,25.0214 -34.0501))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025337-250525065834625/datasets/export for details.
DOI: 10.3886/e194542
title: Data and Code for: Not Playing Favorites: Parents and the Value of Equal Opportunity

description: This project contains code and data for the article "Not Playing Favorites: Parents and the Value of Equal Opportunity". We conduct a pair of experiments to identify the value that parents place on equality of opportunity when investing in their children. The first is a real-stakes, lab-in-the-field experiment in a lower-income country and the second a hypothetical, online survey experiment in multiple higher-income countries. The experiments exogenously vary the short-run returns to educational investments to identify how much parents care about equalizing "opportunity" (the investment in each child) relative to maximizing "returns" (total household earnings) or to equalizing "outcomes" (child-level expected earnings). We show that while parents in both experiments place some weight on maximizing returns, they also display a strong preference for equalizing opportunities and are willing to forgo roughly 15-45% of their potential earnings to do so. We find that parents in the higher-income countries also care about equalizing outcomes, while parents in the lower-income country do not.<br><br>
description: Parents in Malawi, Europe, UK and US.
DOI: 10.3886/e194542v1
title: Data and Code for: Not Playing Favorites: Parents and the Value of Equal Opportunity

description: This project contains code and data for the article "Not Playing Favorites: Parents and the Value of Equal Opportunity". We conduct a pair of experiments to identify the value that parents place on equality of opportunity when investing in their children. The first is a real-stakes, lab-in-the-field experiment in a lower-income country and the second a hypothetical, online survey experiment in multiple higher-income countries. The experiments exogenously vary the short-run returns to educational investments to identify how much parents care about equalizing "opportunity" (the investment in each child) relative to maximizing "returns" (total household earnings) or to equalizing "outcomes" (child-level expected earnings). We show that while parents in both experiments place some weight on maximizing returns, they also display a strong preference for equalizing opportunities and are willing to forgo roughly 15-45% of their potential earnings to do so. We find that parents in the higher-income countries also care about equalizing outcomes, while parents in the lower-income country do not.<br><br>
description: Parents in Malawi, Europe, UK and US.
DOI: 10.15468/dl.yeuq3j
title: Occurrence Download

description: A dataset containing 1099 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Neoromicia nanus (Peters, 1852)",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 1099 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025336-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15610014
title: Systematic literature review database on remote sensing of farmland abandonment

description: Systematic literature review database on remote sensing of farmland abandonment. The Clarivate’s Web of Science (WOS) database was used for that. Literature selection was guided by the principles outlined in the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA), and up to May 4th, 2024.
DOI: 10.5281/zenodo.15610015
title: Systematic literature review database on remote sensing of farmland abandonment

description: Systematic literature review database on remote sensing of farmland abandonment. The Clarivate’s Web of Science (WOS) database was used for that. Literature selection was guided by the principles outlined in the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA), and up to May 4th, 2024.
DOI: 10.6084/m9.figshare.29257082
title: 22_communitytrimdata_anonymized_5.20.25.csv

description: Yeast community performance experimental dataset for manuscript "Local adaptation shapes community composition without affecting performance".
DOI: 10.6084/m9.figshare.29257082.v1
title: 22_communitytrimdata_anonymized_5.20.25.csv

description: Yeast community performance experimental dataset for manuscript "Local adaptation shapes community composition without affecting performance".
DOI: 10.15468/dl.7ds8py
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Labeobarbus marequensis (Smith, 1841)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((32.064 -28.9416,32.4847 -28.5786,30.5701 -28.5786,30.5701 -30.7329,30.6252 -30.6659,31.4179 -29.4257,31.8178 -29.0299,32.064 -28.9416))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025339-250525065834625/datasets/export for details.
DOI: 10.6073/pasta/12b922a74c9efc87403fca24bdca05b7
title: Harmful Algal Bloom Reports for 405 lakes in New York State (USA), with antecedent weather conditions and trophic status for each lake.

description: Cyanobacterial harmful algal blooms (cyanoHABs) are often associated with warm water temperatures and low wind speeds, but quantifying thresholds in meteorological conditions is challenging. In an attempt to better quantify antecedent weather conditions associated with cyanoHABs, we assembled a dataset to include cyanoHAB reports from individual lakes, as well as air temperature and wind speed data on the day of, and 5 days preceding each cyanoHAB report. 
CyanoHAB reports were provided by the New York State Department of Environmental Conservation (NYSDEC) for 405 lakes for an 11 year period spanning 2012-2023. We used 4km gridded surface meteorological data to calculate antecedent weather conditions leading up to each report.
 The resulting dataset includes 4,208 cyanoHAB reports from lakes of varying trophic states in New York State (USA). We calculated anomalies in daily wind speed and air temperature for each report and the five days preceding it. The dataset is formatted as a wide table, with individual cyanoHAB reports listed by row. Each row provides report-specific data to include the date, site, trophic state of the lake, and the cyanoHAB report status. Each row contains weather data specific to the date and location of each report, with weather variables calculated from the closest grid point for each lake site. We provide 36 columns containing weather variables for each report to include air temperature and wind speed for the day of the HAB as well as the 5 days preceding it. We also provide a 24-year mean value for the day of the year (DoY), as well as the calculated difference between the day in question and the 24-year mean for the DoY.
DOI: 10.15468/dl.zrywxn
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",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Vespertilio nanus Peters, 1852",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025340-250525065834625/datasets/export for details.
DOI: 10.6084/m9.figshare.29257079
title: 2021_Row_v1_anonymized_5.20.25.csv

description: Supplemental experimental dataset evaluating community performance by row for manuscript "Local adaptation shapes community composition without affecting performance".
DOI: 10.6084/m9.figshare.29257079.v1
title: 2021_Row_v1_anonymized_5.20.25.csv

description: Supplemental experimental dataset evaluating community performance by row for manuscript "Local adaptation shapes community composition without affecting performance".
DOI: 10.15468/dl.4zy6uq
title: Occurrence Download

description: A dataset containing 172 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Costa Rica",
 "TaxonKey is Centrosema molle Mart. ex Benth."
 ]
}

 The dataset includes 172 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025341-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15610054
title: HIFU FOR CSP REPRODUCTIVE OUTCOMES
DOI: 10.5281/zenodo.15610055
title: HIFU FOR CSP REPRODUCTIVE OUTCOMES
DOI: 10.15468/dl.fuj95p
title: Occurrence Download

description: A dataset containing 1121 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Labeobarbus marequensis (Smith, 1841)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.5808 -24.13,35.5909 -24.0715,30.5701 -24.0715,30.5701 -28.5786,32.4847 -28.5786,32.55 -28.5222,33.0346 -26.8668,32.9741 -26.7838,33.0415 -26.059,32.9304 -26.0011,32.7994 -26.1281,32.6834 -26.0015,32.813 -25.8728,32.8513 -25.7166,33.3048 -25.3731,35.1489 -24.6699,35.5808 -24.13))"
 ]
}

 The dataset includes 1121 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025342-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.