cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/t8cmat
title: GMCSD-2. Global Mangrove Carbon, 2000 to 2012, 1 Arc-second, 1 m soil.
title: ArcGIS Geodatabase rasters

description: Global Mangrove Carbon, 2000 to 2012, 1 Arc-Second, 1 m Soil, mid, EQ5.
&lt;p&gt; Annual stocks.
&lt;p&gt; Each of these 13 years is 3TB when extracted. So that is 39 TB as a tif. &lt;p&gt; We needed to use file geodatabase format to compress enough to post on the Dataverse. Hence no TIffs.
description: ArcGIS Desktop, 10.5
description: Mangrove forests store high densities of organic carbon, which, when coupled with high rates of deforestation, means that mangroves have the potential to contribute substantially to carbon emissions. Consequently, mangroves are strong candidates for inclusion in nationally determined contributions (NDCs) to the United Nations Framework Convention on Climate Change (UNFCCC), and payments for ecosystem services (PES) programmes that financially incentivize the conservation of forested carbon stocks. This study quantifies annual mangrove carbon stocks from 2000 to 2012 at the global, national and sub-national levels, and global carbon emissions resulting from deforestation over the same time period. Globally, mangroves stored 4.19 Pg of carbon in 2012, with Indonesia, Brazil, Malaysia and Papua New Guinea accounts for more than 50% of the global stock. 2.96 Pg of the global carbon stock is contained within the soil and 1.23 Pg in the living biomass. Two percent of global mangrove carbon was lost between 2000 and 2012, equivalent to a maximum potential of 316,996,250 t of CO2 emissions.
DOI: 10.7910/dvn/ubig3f
title: Florida Voter Registration Data (2017 and 2022)

description: Florida Voter Registration Data from February 2017 (2017-02-07) and June 2022.
DOI: 10.7910/dvn/udyutj
title: Replication Data for: "The Domestic Political Costs of Soliciting Foreign Electoral Intervention"

description: This archive provides all data, code, and output for Michael Tomz and Jessica Weeks, “The Domestic Political Costs of Soliciting Foreign Electoral Intervention,” Journal of Politics
DOI: 10.17632/r32f8wp7bx
title: matlab code for Nonlinear hedging climate policy uncertainty: A dynamic mixed copula approach

description: This file contains the matlab code and data for the research titled "Nonlinear hedging climate policy uncertainty: A dynamic mixed copula approach" by Li, Jie and Han Yingwei (2025) published in Economic Modelling.
DOI: 10.17632/r32f8wp7bx.1
title: matlab code for Nonlinear hedging climate policy uncertainty: A dynamic mixed copula approach

description: This file contains the matlab code and data for the research titled "Nonlinear hedging climate policy uncertainty: A dynamic mixed copula approach" by Li, Jie and Han Yingwei (2025) published in Economic Modelling.
DOI: 10.7910/dvn/rswvmd
title: Vietnam (2005): Fear, Shame, and Peace of Mind, Motivations and Barriers to VCT Utilization among Most at Risk Populations in Vietnam

description: By conducting this qualitative research, PSI explores attitudes and behaviors relating to demand for VCT use among MARP. The overall objective of this research is to gain an in-depth understanding of the use and non-use of VCT services in Vietnam among three key target groups: Injecting Drug Users, Sex Workers, and their sexual partners. Through this research, PSI hopes to understand motivational triggers, perceived barriers, and perceived benefits as they relate to demand for HIV testing and counseling among key target groups. In addition, this study explores VCT users' past experiences with HIV counseling and testing to obtain insight into the benefits of knowing HIV status, as well as barriers to past testing in order to improve VCT services.\The study employed a qualitative approach, using two main data collection techniques: in-depth interviews and focus group discussions (FGDs). Fifteen in-depth interviews and sixteen FGDs were carried out focusing on three main target groups: male IDUs, female partners of male IDUs, and female sex workers. Female sex workers were further divided into two categories: Direct, or street-based sex workers, and indirect, or karaoke-based sex workers. Each FGD consisted of 6-8 participants and in total, 135 of participants took part in the study.
DOI: 10.7910/dvn/8a1sr3
title: Large-scale CIB maps from Planck

description: This dataverse contains the Planck CIB maps presented in Lenz, Doré, Lagache (2019).

For more details, see the attached README.txt
DOI: 10.7910/dvn/etyfes
title: Propagation of radio frequency waves through turbulent plasmas

description: The practical and economic viability of tokamak fusion reactors depends, in a significant way, on the efficiency of radio frequency (RF) waves to deliver energy and momentum to the plasma in the core of the reactor. The RF electromagnetic waves, excited by antenna structures placed near the wall of a tokamak, have to propagate through the turbulent edge plasma along their path to the core of the fusion device. In present day experiments, the radial width of the edge region and scrape-off layer is of the order of a few centimeters. In ITER, and in future fusion reactors, this width will be of the order of tens of centimeters. Any effects on RF waves due to plasma turbulence have to be properly understood in order to optimize the delivery of RF energy and momentum into the core. This paper is on a multi-pronged, theoretical and computational, approach that is being pursued to quantify the effect of edge plasma turbulence on the propagation of RF waves. The theoretical and analytical models are based on solutions of the Faraday-Ampere equation in a magnetized plasma and on the Kirchhoff tangent plane approximation. An effective medium approach has been developed so as to approximate the permittivity of a turbulent plasma by analytical expressions. The computations are being carried out with a newly developed code ScaRF that is based on the finite difference finite domain technique for solving Maxwell's equations. The plasma permittivity can be assigned as desired. The code is being used to validate the analytical and theoretical models and to evaluate their limitations.
description: PSFC REPORT PSFC/JA-21-21<br><br>AKR is supported by the U.S.A. Department of Energy grants DE-FG02-91ER-54109 and DE-FC02-01ER54648.<br><br>If this record does not contain the full text, then the manuscript has been embargoed by the publisher thus restricting open access for 12 to 24 months after publication.
DOI: 10.7910/dvn/sr7vmm
title: Europeanization, EU Conditionality, and Governance Quality: Empirical Evidence on Central and Eastern European Countries

description: A large body of work within the Europeanization and conditionality literature has examined the European Union's effect on governance quality in Central and Eastern European countries (CEECs). This article aims to contribute to existing work by addressing two questions. First, was the European Union's accession conditionality conducive to better governance in CEECs or was it designed to pick up already committed reformers? Secondly, during which period was the European Union more influential on governance quality in CEECs: accession or membership? To address these questions, we propose a simple model of moral hazard and adverse selection, and draw on survey-based governance quality data to test its predictions. We report that the European Union has offered candidate status to countries that already had better governance quality relative to their peers before 1997. Nonetheless, EU conditionality also had some positive effects on CEEC governance during the accession period, but this effect tended to disappear during the membership period. On the basis of these findings, we argue that the European Union's impact on governance quality in CEECs has to be examined in conjunction with path dependence, and therefore, the perceived risk of “backsliding” requires more detailed analysis.
DOI: 10.7910/dvn/tlc5r4
title: The Japanese Local Elections Dataset

description: This is a preliminary release of two different data sets of Japan's prefectural assembly elections. The first dataset is known as "JERRY" -- a product of data collection efforts by Jun Saito, Ethan Scheiner, Rob Weiner, Ryota Natori, and Yusaku Horiuchi. It includes the municipality-level data of all prefectural assembly elections (including by-elections) held between 1985 to 2004. The second dataset is compiled by Ryota Natori. It includes the municipality-level data of prefectural assembly elections (including by-elections) held between 2003 and 2017. The Natori dataset also includes candidates' profiles. 

Horiuchi and Natori decided to release these datasets as the Japanese Local Elections Dataset (JLED). We plan to release more data (e.g., gubernatorial elections, mayoral elections, etc.). 

If you notice any error or if you are interested in expanding and cleaning the JLED, please contact Horiuchi.
DOI: 10.17632/5rxgswv7w2
title: Genetic relationship and thermal history of winonaites and IAB irons revealed by siderophile elements

description: The data of siderophile elements directly constrain the genetic relationship, thermal evolution stages, and parental material properties of winonaites and IAB iron meteorites by revealing element ratio correlations, the residual melt-liquid differentiation model, and isotopic characteristics. These results not only resolve the controversy over the genetic relationship between the two types of meteorites but also provide key constraints on the differentiation mechanisms, thermal history, and role of impact events of early solar system asteroids.
DOI: 10.17632/5rxgswv7w2.1
title: Genetic relationship and thermal history of winonaites and IAB irons revealed by siderophile elements

description: The data of siderophile elements directly constrain the genetic relationship, thermal evolution stages, and parental material properties of winonaites and IAB iron meteorites by revealing element ratio correlations, the residual melt-liquid differentiation model, and isotopic characteristics. These results not only resolve the controversy over the genetic relationship between the two types of meteorites but also provide key constraints on the differentiation mechanisms, thermal history, and role of impact events of early solar system asteroids.
DOI: 10.7910/dvn/8gjkyw
title: Replication Data for: Female Empowerment in Sub-Saharan Africa

description: The code and results for Female Empowerment in sub-Saharan Africa. For the DHS input data, see https://dhsprogram.com.
DOI: 10.7910/dvn/8h6ysp
title: Replication data for: Do Family Wealth Shocks Affect Fertility Choices? Evidence from the Housing Market

description: Volume 95, Issue 2
DOI: 10.7910/dvn/ez1uds
title: Replication data for: The Butterfly Did It: The Aberrant Vote for Buchanan in Palm Beach County, Florida

description: We show that the butterfly ballot used in Palm Beach County, Florida, in the 2000 presidential election caused more than 2,000 Democratic voters to vote by mistake for Reform candidate Pat Buchanan, a number larger than George W. Bush’s certified margin of victory in Florida. We use multiple methods and several kinds of data to rule out alternative explanations for the votes Buchanan received in Palm Beach County. Among 3,053 U.S. counties where Buchanan was on the ballot, Palm Beach County has the most anomalous excess of votes for him. In Palm Beach County, Buchanan’s
proportion of the vote on election-day ballots is four times larger than his proportion on absentee (nonbutterfly) ballots, but Buchanan’s proportion does not differ significantly between election-day and absentee ballots in any other Florida county. Unlike other Reform candidates in Palm Beach County, Buchanan tended to receive election-day votes in Democratic precincts and from individuals who voted for the Democratic U.S. Senate candidate. Robust estimation of overdispersed binomial regress
ion models underpins much of the analysis.
DOI: 10.7910/dvn/su9j2k
title: A15_29063.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/f60aebf6-f192-475b-a6d0-31716e628d3d'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/f60aebf6-f192-475b-a6d0-31716e628d3d
DOI: 10.7910/dvn/tdyzhg
title: Municipalies 98
DOI: 10.7910/dvn/tffi2d
title: matlab code of TSEB_DNN

description: Evapotranspiration (ET) and its components of soil evaporation (E) and vegetation transpiration (T), as key variables for the water-energy exchange between the land surface and the atmosphere, are widely used in hydrological and agricultural applications. The land surface temperature based two-source energy balance (TSEB) model can provide high accuracy E, T, and ET, which are spatio-temporally discontinuous, whereas the spatio-temporally continuous daily ET is more helpful in water resources management. In this study, to improve the continuity of estimates from the TSEB model, we developed a new combined model coupling the TSEB model and deep neural network (DNN) (TSEB_DNN). First, spatio-temporally continuous reference data was prepared based on the remote sensing and meteorological data as input, and E from soil and T from vegetation were obtained from the TSEB model under clear-sky condition as outputs. Then, the DNN was trained under clear-sky condition to obtain the relationship between E and T estimates from TSEB and reference data. Finally, the trained DNN was driven by the spatio-temporally continuous reference data to obtain spatio-temporally continuous E, T, and total ET. Compared with the ET estimates from the original TSEB model, the continuity was significantly improved for the TSEB_DNN model. The TSEB_DNN model was well consistent with the in situ measurements and had overall correlation coefficient (R), root-mean-square-error (RMSE), and bias values of 0.88, 0.88 mm d-1, and 0.37 mm d-1, respectively. The ratio of T/ET estimates from the TSEB_DNN model had high accuracy against in situ measurements with RMSE and bias values of 7.49% and -2.22%, respectively. The combined model and the maps of E, T, and ET will help improve water resource management.
DOI: 10.7910/dvn/zue1bi
title: Replication Data for: Show Me Your Friends: Evidence from a Survey Experiment on the Effect of Coalition Signals

description: Recent studies of coalition-directed voting suggest that what political parties say during a campaign can influence voter perceptions of the likelihood of certain coalitions and that this, in turn, may foster strategic voting in multiparty systems. Here, we expand this argument, and show that pre-election coalition signals also have the potential to influence voter perceptions of the parties themselves. By revealing their coalition preferences, parties provide information on where they stand on the political continuum. We test our argument using a survey experiment run during a regional election campaign in Spain in which we manipulated the coalition signals emitted by two parties: one, a traditional, social-democratic party and, the second, a new, liberal party. Results show how coalition signals can significantly influence the party’s position and, ultimately, affect voters’ stated probability of voting, especially in the case of the recently founded party.
DOI: 10.7910/dvn/ug1sva
title: Parliamentary Questions to Indian Ministers (reworked from TPCD-IPD variables)

description: This dataset contains answers by Indian Ministers during parliamentary sessions 13, 14, 15 and 16 of the Lok Sabha. Variables are adapted to ensure compatibility with other datasets of the Database of Indian Political Speeches. Original extraction and codebook by Saloni Bhogale from the Trivedi Centre for Political Data (TCDP), Ashoka University.
DOI: 10.17632/ytxsxwkh5g
title: Supplemental Material

description: Supplemental Material of the manuscript entitled: Insights into the prevalence of Pseudomonadota and yeasts in milking system surface biofilms, submitted to Journal of Dairy Science.
DOI: 10.17632/ytxsxwkh5g.1
title: Supplemental Material

description: Supplemental Material of the manuscript entitled: Insights into the prevalence of Pseudomonadota and yeasts in milking system surface biofilms, submitted to Journal of Dairy Science.
DOI: 10.7910/dvn/85sk1m
title: Polarization in the Social Sciences: Assortative Mixing in Social Science Collaboration Networks is Resilient to Interventions

description: Academic collaboration in the social sciences is characterized by a polarization between hermeneutic and nomological researchers. This polarization is expressed in different publication strategies. The present article analyzes the complete co-authorship networks in a social science discipline in two separate countries over five years using an exponential random graph model. It examines whether and how assortative mixing in publication strategies is present and leads to a polarization in scientific collaboration. In the empirical analysis, assortative mixing is found to play a role in shaping the topology of the network and significantly explains collaboration. Co-authorship edges are more prevalent within each of the groups, but this mixing pattern does not fully account for the extent of polarization. Instead, a thought experiment reveals that other components of the complex system dampen or amplify polarization in the data-generating process and that microscopic interventions targeting behavior change with regard to assortativity would be hindered by the resilience of the system. The resilience to interventions is quantified in a series of simulations on the effect of microscopic behavior on macroscopic polarization. The empirical study controls for geographic proximity, supervision, and topical similarity (using a vector space model), and the interplay of these factors is likely responsible for this resilience. The paper also predicts the co-authorship network in one country based on the model of collaborations in the other country.
DOI: 10.7910/dvn/8iok3u
title: Replication Data for Advertising Online Surveys on Social Media: How Your Advertisements Affect Your Study

description: This dataset includes the data required to reproduce the findings in our article.
DOI: 10.7910/dvn/euknau
title: "Targeted Price Controls on Supermarket Products". Review of Economics and Statistics (Forthcoming)

description: We study the impact of targeted price controls on supermarket products in Argentina between 2007 and 2015. Using web-scraping methods, we collected daily prices for controlled and non-controlled goods and examined the differential effects of the policy on inflation, product availability, entry and exit, and price dispersion. We first show that price controls have only a small and temporary effect on inflation that reverses itself as soon as the controls are lifted. Second, contrary to common beliefs, we find that controlled goods are consistently available for sale. Third, firms compensate for price controls by introducing new product varieties at higher prices, thereby increasing price dispersion within narrow categories. Overall, our results show that targeted price controls are just as ineffective as more traditional forms of price controls in reducing aggregate inflation.
DOI: 10.7910/dvn/exwg54
title: Passed Acts; St. 1959, c.239, SC1/series 229, Petition of Pearl K. Wise

description: &lt;p&gt;Petition subject: Racial discrimination &lt;/p&gt; &lt;p&gt;Original: &lt;a href="http://nrs.harvard.edu/urn-3:FHCL:25500661"&gt;http://nrs.harvard.edu/urn-3:FHCL:25500661&lt;/a&gt; &lt;/p&gt; &lt;p&gt;Date of creation: (unknown) &lt;/p&gt; &lt;p&gt;Petition location: Cambridge &lt;/p&gt; &lt;p&gt;Legislator, committee, or address that the petition was sent to: Francis X. McCann, Middlesex; committee on mercantile affairs &lt;/p&gt; &lt;p&gt;Selected signatures:&lt;ol&gt;&lt;li&gt;Pearl K. Wise&lt;/li&gt;&lt;/ol&gt; &lt;/p&gt; &lt;p&gt;Actions taken on dates: 1959-01-14,1959-01-14 &lt;/p&gt; &lt;p&gt;Legislative action: Received in the Senate on January 14, 1959 and referred to the committee on mercantile affairs and sent for concurrence and received in the House on January 14, 1959 and concurred &lt;/p&gt; &lt;p&gt;Total signatures: 1 &lt;/p&gt; &lt;p&gt;Legislative action summary: Received, referred, sent, received, concurred &lt;/p&gt; &lt;p&gt;Legal voter signatures (males not identified as non-legal): 1 &lt;/p&gt; &lt;p&gt;Female only signatures: No &lt;/p&gt; &lt;p&gt;Identifications of signatories: citizen &lt;/p&gt; &lt;p&gt;Prayer format was &lt;a href="http://en.wikipedia.org/wiki/Printing"&gt;printed&lt;/a&gt; vs. &lt;a href="http://en.wikipedia.org/wiki/Manuscript"&gt;manuscript&lt;/a&gt;: Printed &lt;/p&gt; &lt;p&gt;Additional non-petition or unrelated documents available at archive: additional documents available &lt;/p&gt; &lt;p&gt;Additional archivist notes: discrimination because of race, color, religion, national origin or ancestry in certain housing accommodations, includes address &lt;/p&gt; &lt;p&gt;Location of the petition at the Massachusetts Archives of the Commonwealth: St. 1959, c.239, passed April 22, 1959 &lt;/p&gt; &lt;p&gt;Acknowledgements: Supported by the National Endowment for the Humanities (PW-5105612), Massachusetts Archives of the Commonwealth, Radcliffe Institute for Advanced Study at Harvard University, Center for American Political Studies at Harvard University, Institutional Development Initiative at Harvard University, and Harvard University Library.&lt;/p&gt;
DOI: 10.7910/dvn/thjyqr
title: Replication data for: Causal Inference in Conjoint Analysis: Understanding Multidimensional Choices via Stated Preference Experiments

description: Survey experiments are a core tool for causal inference. Yet, the design of classical survey experiments prevents them from identifying which components of a multidimensional treatment are influential. Here, we show how conjoint analysis, an experimental design yet to be widely applied in political science, enables researchers to estimate the causal effects of multiple treatment components and assess several causal hypotheses simultaneously. In conjoint analysis, respondents score a set of alternatives, where each has randomly varied attributes. Here, we undertake a formal identification analysis to integrate conjoint analysis with the potential outcomes framework for causal inference. We propose a new causal estimand and show that it can be nonparametrically identified and easily estimated from conjoint data using a fully randomized design. The analysis enables us to propose diagnostic checks for the identification assumptions. We then demonstrate the value of these techniques through empirical applications to voter decision-making and attitudes toward immigrants.
description: Volume 22, Issue 1