cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/ktjzjg
title: Immigrants Assimilate as Communities, Not Just as Individuals

description: There is a large econometric literature that examines the economic assimilation of immigrants in the United States and elsewhere. On the whole immigrants are seen as atomistic individuals assimilating in a largely anonymous labour market, a view that runs counter to the spirit of the equally large literature on ethnic groups. Here we argue that immigrants assimilate as communities, not just as individuals. The longer the immigrant community has been established the better adjusted it is to the host society and the more the host society comes to accept that ethnic group. Thus economic outcomes for immigrants should depend not just on their own characteristics, but also on the legacy of past immigration from the same country. In this paper we test this hypothesis using data from a 5 percent sample of the 1980, 1990 and 2000 US censuses. We find that history matters in immigrant assimilation: the stronger is the tradition of immigration from a given source country, the better the economic outcomes for new immigrants from that source.
DOI: 10.7910/dvn/qwom19
title: Replication data for: "Advocacy Output: Automated-Coding Documents from Human Rights Organizations"

description: Human Rights Organizations (HROs) are important actors in the promotion and protection of human rights, despite being far less powerful than the actors primarily responsible for human rights abuses – states. Naming and Shaming is one of the tools most frequently employed by HROs in their efforts to increase respect for rights. This paper reviews the contributions and limitations of existing efforts to collect systematic data that measure the concept of shaming, and introduces a class of quantitative approaches that can be employed to generate data that measures shaming events. The paper proceeds to describe how the process of automated coding works and presents two new datasets measuring shaming in 1) a broad cross section of HROs and 2) the international media that were coded using this approach. The new datasets are compared with existing datasets to illustrate the utility of this approach. Finally, we introduce a way to measure the intensity of HRO shaming statements and describe how measures of intensity can be used to differentiate among approaches of HROs and gauge the effectiveness of different approaches.
DOI: 10.7910/dvn/w04wwc
title: Replication data for "NQF-RNN: Probabilistic Forecasting via Neural Quantile Function-based Recurrent Neural Networks"

description: Replication data for "NQF-RNN: Probabilistic Forecasting via Neural Quantile Function-based Recurrent Neural Networks".
&lt;br&gt;The synthetic dataset creates six different groups of synthetic time series (Group 1 to Group 6), each group containing seven probability distributions with different parameters.&lt;/br&gt;
&lt;br&gt; &lt;b&gt; the complete details of synthetic dataset are here: &lt;/b&gt; &lt;/br&gt;
&lt;br&gt; sample_x : input covariates in training dataset. &lt;/br&gt;
&lt;br&gt; sample_x_vali : input covariates in validation dataset.&lt;/br&gt;
&lt;br&gt; sample_x_test : input covariates in test dataset.&lt;/br&gt;
&lt;br&gt; sample : simple scaled target observations in training dataset.&lt;/br&gt;
&lt;br&gt; sample_vali : simple scaled target observations in validation dataset.&lt;/br&gt;
&lt;br&gt; sample_test : target values in test dataset.&lt;/br&gt;
&lt;br&gt; sample_v : a scale factor in training dataset.&lt;/br&gt;
&lt;br&gt; sample_v_vali : a scale factor in validation dataset.&lt;/br&gt;
&lt;br&gt; sample_v_test : a scale factor in test dataset.&lt;/br&gt;
&lt;br&gt; &lt;b&gt; the complete details of real-world datasets are available here: &lt;/b&gt; &lt;/br&gt;
&lt;br&gt; (electricity) https://archive.ics.uci.edu/dataset/321/electricityloaddiagrams20112014 [1].&lt;/br&gt;
&lt;br&gt; (traffic) https://archive.ics.uci.edu/dataset/204/pems+sf [2].&lt;/br&gt;
&lt;br&gt; (solar) http://www.nrel.gov/grid/solar-power-data [3].&lt;/br&gt;
&lt;br&gt; (M4-hourly) https://github.com/Mcompetitions/M4-methods/tree/master [4].&lt;/br&gt;
&lt;br&gt; (tourism-monthly, tourism-quarterly) https://robjhyndman.com/publications/the-tourism-forecasting-competition/ [5].&lt;/br&gt;
DOI: 10.7910/dvn/pz9omy
title: Replication Data for: The Long Shadow of Agrarian Conflict: Agrarian Inequality and Voting in Spain

description: This paper studies the persistent effects of past agrarian inequality on contemporary voting preferences. Although western European countries became industrial (and later on post-industrial) economies, the political effects of the agrarian cleavage are still visible in those countries in which the agrarian issue was dominant in the interwar period (the industrial laggards). Looking at the spatial variation in voting patterns in the 15 elections held in Spain since 1977, we show through mediation analysis that areas with high historical agrarian inequality have higher levels of Leftist vote. We examine two transmission channels: one economic (related to backwardness); the other political (related to family transmission of political allegiances). A survey analysis provides evidence in favour of family transmission. A brief exploration of other cases confirm the general argument: a similar effect is found in Italy (an industrial laggard), but not in England (an early industrializer).
DOI: 10.7910/dvn/28757
title: Replication data for: "Which Irish Men and Women Immigrated to the United States During the Great Famine Migration of 1846-1854?"

description: The "Irish Emigrants Manifest Database" is an Excel file containing the name, age, occupation, birthplace, ship name, and arrival date for 18,000 of the 916,000 Irish immigrants who arrived at the port of New York from 1846 to 1854. It is not a random sample, but was created almost entirely from those manifests which gave detailed information (county, parish, or town) for each immigrant's place of birth within Ireland. A full accounting of the methodology used to collect the sample and how it was weighted in order to estimate the Irish county origins of the United States' Famine immigrants can be found in the Methodological Appendix of our article in "Irish Historical Studies."
DOI: 10.7910/dvn/38ojr6
title: Data for the 2020 Duolingo Shared Task on Simultaneous Translation And Paraphrase for Language Education (STAPLE)

description: This is the dataset for the 2020 Duolingo shared task on Simultaneous Translation And Paraphrase for Language Education (STAPLE). Sentence prompts, along with automatic translations, and high-coverage sets of translation paraphrases weighted by user response are provided in 5 language pairs. Starter code for this task can be found here: &lt;a href="https://github.com/duolingo/duolingo-sharedtask-2020/"&gt;github.com/duolingo/duolingo-sharedtask-2020/&lt;/a&gt;. More details on the data set and task are available at: &lt;a href="http://sharedtask.duolingo.com/"&gt;sharedtask.duolingo.com&lt;/a&gt;
description: This work is released under the Creative Commons Attribution-NonCommercial 4.0 International License (CC BY-NC 4.0).
DOI: 10.7910/dvn/cnfu6l
title: purpleAirDataSF

description: Particulate matter measurements and covariates from purpleair API from 2019/06 to 2021/07
DOI: 10.7910/dvn/fag8bp
title: Financial Data Transparency, International Institutions, and Sovereign Borrowing Costs

description: Recent events in international finance illustrate the close connection between the viability of a country's major private financial institutions and the sustainability of its sovereign debt. We explore the precise nature of this connection and the ways in which it shapes investors’ expectations of sovereign creditworthiness. We consider how investors use the overall level of information available about the private financial sector—and the potential risks it poses to government finances—when making decisions about investing in sovereign debt. We expect that governments providing more information about the private financial sector will have lower, and less volatile, borrowing costs. In order to test this argument, we create a new Financial Data Transparency (FDT) Index measuring governments’ willingness to release credible financial system data. Using the FDT and a sample of high-income OECD countries, we find that such transparency reduces sovereign borrowing costs. The effects are conditional on the level of public indebtedness. Transparent countries with low debt enjoy lower and less volatile borrowing costs.
DOI: 10.7910/dvn/vl4laq
title: Thermal conductivity of hydrogen at high pressure and high temperature: implications to giant planets

description: High pressure-temperature thermal conductivity data of H2 to be used for the journal publication.
DOI: 10.7910/dvn/vlcjue
title: PROMIS Substance Use Item Banks

description: Two item banks for substance use were developed as part of PROMIS(®): severity of substance use and positive appeal of substance use. The calibration used in validating these measures consists of 1,336 respondents included 875 individuals from the general population (ascertained through an internet panel) and 461 patients from addiction treatment centers participating in the National Drug Abuse Treatment Clinical Trials Network.
description: Pilkonis, P. A., Yu, L., Dodds, N. E., Johnston, K. L., Lawrence, S. M., Hilton, T., ... McCarty, D. (2017). An item bank for abuse of prescription pain medication from the Patient-Reported Outcomes Measurement Information System (PROMIS®). Pain Medicine, 18(8), 1516-27. doi:10.1093/pm/pnw233 (PMCID: in process)
DOI: 10.7910/dvn/q6aybb
title: Attitudes and Actions Related to Writing Treatment Goals among Board Certified Behavior Analysts (BCBAs): A Cross-Sectional Survey

description: Survey results generated by Google Forms.
DOI: 10.7910/dvn/28986
title: Population of Rajputana, India - 1891-1941

description: This decennial data set contains population statistics (total, males, and females) for the province of Rajputana and Ajmer-Merwara for the censuses of 1891, 1901, 1911, 1921, 1931, and 1941. Data covers the different locations and location types of the Rajputana and Ajmer-Merwara province.
description: Excel, null
description: SPSS, null
DOI: 10.7910/dvn/9gcbn1
title: Replication Data for: Spatially Nonuniform Reaction Rates during Selective Oxidation on Gold

description: The data underlying this published work have been made publicly available in this repository as part of the IMASC Data Management Plan. This work was supported as part of the Integrated Mesoscale Architectures for Sustainable Catalysis (IMASC), an Energy Frontier Research Center funded by the U.S. Department of Energy, Office of Science, Basic Energy Sciences under Award # DE-SC0012573.
DOI: 10.15468/dl.7tsvdw
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bergera koenigii",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 9 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006146-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.usfgbd
title: Occurrence Download

description: A dataset containing 14394652 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is one of (Japan, China, Chinese Taipei)",
 "DatasetKey is EOD – eBird Observation Dataset",
 "OccurrenceStatus is Present",
 "Year 2020-2026"
 ]
}

 The dataset includes 14394652 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006124-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pfp2fw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON(((149.08996218224 -35.3460270250032,149.090010192262 -35.3460170498013,149.090566806702 -35.3458759078517,149.089509884198 -35.3457476736669,149.08996218224 -35.3460270250032)))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006150-260129131611470/datasets/export for details.
DOI: 10.5281/zenodo.17686071
title: Interfacial Wave Dominated Sediment Resuspension and Transport in a Liquefied Seabed
DOI: 10.5281/zenodo.17686072
title: Interfacial Wave Dominated Sediment Resuspension and Transport in a Liquefied Seabed
DOI: 10.15468/dl.gh82a2
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON(((149.039439580791 -35.2794752829761,149.043113210544 -35.2778740777046,149.034693113684 -35.2782860181792,149.038965983714 -35.2801297536554,149.039439580791 -35.2794752829761),(149.042055311493 -35.2783324400283,149.041948157876 -35.2783123463544,149.04201749267 -35.2780451930026,149.042124991732 -35.2780639528629,149.042055311493 -35.2783324400283)))"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006148-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b3kkhd
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON(((149.048350182402 -35.3007985161589,149.044455011297 -35.2985656752261,149.042389461045 -35.3006831783614,149.045555186116 -35.3010782789466,149.048350182402 -35.3007985161589)))"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006147-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qwcrsz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON(((149.061849765761 -35.3333996914156,149.062632768789 -35.3325089079742,149.060326671493 -35.3320682884793,149.060941976613 -35.3331820731902,149.061849765761 -35.3333996914156)))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006149-260129131611470/datasets/export for details.
DOI: 10.15468/dl.4qqce7
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON(((149.031254243545 -35.3079469079214,149.033398150946 -35.3079031822509,149.034517593064 -35.3061979811706,149.031938613671 -35.3053582228613,149.031254243545 -35.3079469079214)))"
 ]
}

 The dataset includes 8 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006152-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c2u5qu
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON(((149.085145150127 -35.3374363271593,149.083332631927 -35.3390535267377,149.083023991637 -35.3399517331129,149.087440179709 -35.3387396937681,149.085145150127 -35.3374363271593)))"
 ]
}

 The dataset includes 16 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006151-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.baya45
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON(((149.149644289341 -35.3221210828429,149.150672824426 -35.3230188026325,149.151145217891 -35.3225111950585,149.150141755247 -35.3212167858327,149.149644289341 -35.3221210828429)))"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006154-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fpg7dj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON(((149.044198887927 -35.2755472713112,149.043598390852 -35.2756838979693,149.043749764392 -35.2765385338075,149.044588831842 -35.2758828302339,149.044198887927 -35.2755472713112)))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006153-260129131611470/datasets/export for details.
DOI: 10.6084/m9.figshare.31224979
title: Data for analyses in "Bird occurrence and trophic interactions vary across gradients of tree diversity and microclimate in a planted forest"

description: Deforestation reshuffles communities across landscapes with myriad consequences for ecosystem function. Following deforestation, rapid exposure to novel microclimates can act as a strong environmental filter, favoring warm-adapted species and decoupling trophic interactions. Forest restoration may partly reverse this process through increased food resources, structural complexity of habitat, and buffering of microclimates – each potentially modified by tree diversity. Despite growing evidence that tree diversity and cool microclimates help maintain animal diversity in natural forests, less is known about how these factors shape species assemblages or multitrophic dynamics in restoration areas. Here, using surveys and two field experiments within a long-term tree planting experiment, we assessed the relative effects of tree diversity, forest structure, and associated microclimate on fine-scale space use by birds and their top-down impacts on insects. Surveys showed that the probability of occurrences of birds increased in cooler plots, which were associated with higher tree diversity and vertical complexity. The strength of microclimate effects on bird occurrences was strongest for species that are forest specialists. To assess risk to insect herbivores from avian predation, we used a sentinel prey experiment and found that predation risk increased in warmer plots, counter to our expectations based on bird surveys. Last, we examined top-down effects of bird exclusion on leaf herbivory, finding that skeletonizing patterns of herbivory increased in exclosures and in cooler plots. Taken together, these results suggest that microclimate resulting from variation in forest structure shapes space use of birds at fine scales with complex outcomes for bird-herbivore-tree interactions in planted forests. Active restoration methods that enhance below-canopy cooling may improve biodiversity outcomes and help maintain species interactions that underlie many ecosystem functions.
DOI: 10.6084/m9.figshare.31224979.v2
title: Data for analyses in "Bird occurrence and trophic interactions vary across gradients of tree diversity and microclimate in a planted forest"

description: Deforestation reshuffles communities across landscapes with myriad consequences for ecosystem function. Following deforestation, rapid exposure to novel microclimates can act as a strong environmental filter, favoring warm-adapted species and decoupling trophic interactions. Forest restoration may partly reverse this process through increased food resources, structural complexity of habitat, and buffering of microclimates – each potentially modified by tree diversity. Despite growing evidence that tree diversity and cool microclimates help maintain animal diversity in natural forests, less is known about how these factors shape species assemblages or multitrophic dynamics in restoration areas. Here, using surveys and two field experiments within a long-term tree planting experiment, we assessed the relative effects of tree diversity, forest structure, and associated microclimate on fine-scale space use by birds and their top-down impacts on insects. Surveys showed that the probability of occurrences of birds increased in cooler plots, which were associated with higher tree diversity and vertical complexity. The strength of microclimate effects on bird occurrences was strongest for species that are forest specialists. To assess risk to insect herbivores from avian predation, we used a sentinel prey experiment and found that predation risk increased in warmer plots, counter to our expectations based on bird surveys. Last, we examined top-down effects of bird exclusion on leaf herbivory, finding that skeletonizing patterns of herbivory increased in exclosures and in cooler plots. Taken together, these results suggest that microclimate resulting from variation in forest structure shapes space use of birds at fine scales with complex outcomes for bird-herbivore-tree interactions in planted forests. Active restoration methods that enhance below-canopy cooling may improve biodiversity outcomes and help maintain species interactions that underlie many ecosystem functions.
DOI: 10.6084/m9.figshare.31224979.v1
title: Data for analyses in "Bird occurrence and trophic interactions vary across gradients of tree diversity and microclimate in a planted forest"

description: Deforestation reshuffles communities across landscapes with myriad consequences for ecosystem function. Following deforestation, rapid exposure to novel microclimates can act as a strong environmental filter, favoring warm-adapted species and decoupling trophic interactions. Forest restoration may partly reverse this process through increased food resources, structural complexity of habitat, and buffering of microclimates – each potentially modified by tree diversity. Despite growing evidence that tree diversity and cool microclimates help maintain animal diversity in natural forests, less is known about how these factors shape species assemblages or multitrophic dynamics in restoration areas. Here, using surveys and two field experiments within a long-term tree planting experiment, we assessed the relative effects of tree diversity, forest structure, and associated microclimate on fine-scale space use by birds and their top-down impacts on insects. Surveys showed that the probability of occurrences of birds increased in cooler plots, which were associated with higher tree diversity and vertical complexity. The strength of microclimate effects on bird occurrences was strongest for species that are forest specialists. To assess risk to insect herbivores from avian predation, we used a sentinel prey experiment and found that predation risk increased in warmer plots, counter to our expectations based on bird surveys. Last, we examined top-down effects of bird exclusion on leaf herbivory, finding that skeletonizing patterns of herbivory increased in exclosures and in cooler plots. Taken together, these results suggest that microclimate resulting from variation in forest structure shapes space use of birds at fine scales with complex outcomes for bird-herbivore-tree interactions in planted forests. Active restoration methods that enhance below-canopy cooling may improve biodiversity outcomes and help maintain species interactions that underlie many ecosystem functions.
DOI: 10.15468/dl.f9q2wf
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON(((149.086823644874 -35.3412542062759,149.087970197368 -35.3411217135376,149.087864835579 -35.3406794331262,149.087202304089 -35.3406306909391,149.086823644874 -35.3412542062759)))"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006155-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.