cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18429284
title: RIGOR-MED_Change_Products_20260130

description: This dataset contains harmonised annual forest disturbance raster maps produced within the RIGOR-MED project to provide a consistent, multi-source representation of forest disturbances. The harmonised products reconcile discrepancies among input disturbance datasets by aligning spatial/temporal representation and thematic classes under a common legend, enabling coherent downstream analysis and comparable reporting across years.

The collection includes harmonised maps for Spain for the period 2020–2023, generated using two complementary fusion strategies: source-priority (hierarchical integration based on dataset precedence) and class-priority (integration prioritising thematic class consistency). Each raster is encoded according to a unified disturbance legend: No data, No change, Clear-cutting, Thinning, Shrub clearing, Fire, Unknown.

Format: raster files ([GeoTIFF].Spatial reference / resolution: [CRS:4326], [pixel size: 30 m].
DOI: 10.5281/zenodo.18455976
title: quercus_germana_spades_01.fasta.gz
DOI: 10.5281/zenodo.18455977
title: quercus_germana_spades_01.fasta.gz
DOI: 10.60941/gmq0-h511
title: Antimicrobial and Mechanical Properties of Resin-Based Dental Composites with Didodecyldimethylammonium Bromide (DDAB) as a Biocidal Additive

description: <p>Composite materials are among the most used in dentistry. Despite their many ad-vantages, they also have disadvantages. The aim of the study is to develop and character-ise an experimental composite for use in dentistry and caries prevention. In addition to the composite, didodecyldimethylammonium bromide (DDAB) was used as a biocide. DDAB was added in various concentrations (0-3 wt%) to the experimental dental composite. Hardness (HV), flexural strength (FS), and modulus of elasticity, as well as diametral ten-sile strength (DTS) of composites, were examined. Additionally, shrinkage stress, surface free energy (SFE), water sorption (Wsp), and solubility (Wsl) were determined. Antibacte-rial activity was assessed by cytometric analysis, including biocidal surface testing and susceptibility to colonisation by Streptococcus mutans, Escherichia coli, and Candida albicans. HV of RBCs varied from 27.2±1.5 to 31.5±1.8 depending on DDAB amount, FS - 67.0±16.1 MPa for control composite and 79.2±14.5 MPa for modified composite. All DTS values ex-ceed 24 MPa. Shrinkage stress is highest for the composite with 0.25 wt% DDAB - 18.5±1.9 MPa and lowest for the composite with 1 wt% DDAB - 15.0±2.5 MPa. Wsp is the lowest for control group - 37.19 ± 1.69 µg/mm3, the highest for 3 wt% of the modifier (3.47 ± 0.90 µg/mm3). Wsl was the lowest in control group (1.98 ± 1.58 µg/mm3), and highest for modi-fication wit 3 wt% (3.47 ± 0.90 µg/mm3). For RBCs modified with 3 wt% DDAB after 60 min the increase of dead cell is observed – 51% for E. coli, 71% for S. mutans and 24% for C. albicans. The modification with DDAB reduced the presence of the tested pathogens, still without compromising the mechanical properties of the composites. DDAB can be an innovative modifier that provides biocidal properties, allowing for the reduction of caries formation and hence improving the durability of restorations.</p>
DOI: 10.5281/zenodo.18456272
title: A trapped evolutionary lineage? Evidence of ecological speciation in Salvia

description: Natural hybridization can facilitate gene flow between closely related taxa, but may also lead to genetic assimilation of one parental species from the other, causing the loss of the first. Assessing whether this is a realistic risk requires understanding how ecological differentiation and reproductive barriers interact. Salvia pratensis and the narrow endemic S. saccardiana are evolutionarily closely related species that may occur in sympatry, with the first growing mainly on limestone, and the second on dolomitic soil. The two also differ in flower size, a characteristic considered as a reliable diagnostic trait. A previous study, however, reported few individuals with intermediate-sized flowers, hypothesized to result either from environmental effects associated with growing on an unhabitual soil or from interspecific hybridization. In the study linked to this dataset, other than evaluating the role of soil type (calcareous vs. dolomitic) in shaping vegetative and floral traits, we tested: (i) whether reproductive barriers between the two effectively maintain isolation, and (ii) whether interspecific crosses generate hybrids.
DOI: 10.5281/zenodo.18456273
title: A trapped evolutionary lineage? Evidence of ecological speciation in Salvia

description: Natural hybridization can facilitate gene flow between closely related taxa, but may also lead to genetic assimilation of one parental species from the other, causing the loss of the first. Assessing whether this is a realistic risk requires understanding how ecological differentiation and reproductive barriers interact. Salvia pratensis and the narrow endemic S. saccardiana are evolutionarily closely related species that may occur in sympatry, with the first growing mainly on limestone, and the second on dolomitic soil. The two also differ in flower size, a characteristic considered as a reliable diagnostic trait. A previous study, however, reported few individuals with intermediate-sized flowers, hypothesized to result either from environmental effects associated with growing on an unhabitual soil or from interspecific hybridization. In the study linked to this dataset, other than evaluating the role of soil type (calcareous vs. dolomitic) in shaping vegetative and floral traits, we tested: (i) whether reproductive barriers between the two effectively maintain isolation, and (ii) whether interspecific crosses generate hybrids.
DOI: 10.5878/002417
title: The Regional Western Sweden SOM Survey 2004
title: Den västsvenska SOM-undersökningen 2004
title: Väst-SOM 2004

description: Western SOM has been conducted yearly since 1992, but was initially limited to residents of Gothenburg and its surrounding municipalities. In 1998, the survey was extended to include the entire Västra Götaland County plus the municipality of Kungsbacka. 

The purpose of the regional surveys is to enable SOM researchers to study attitudes and behaviour linked to local and regional issues. They emphasise public services and media, although many of the questions are identical with those used in National SOM in order to make the answers comparable both between the regions and with Sweden at large.

Purpose:

Study attitudes and behaviors that are linked to local and regional issues and phenomena
description: Detta är den trettonde studien i serien SOM-undersökningar genomförda i Västsverige. Undersökningen genomfördes med två olika enkätformulär: ett riktat till invånarna i Göteborg med kranskommuner och ett till dem hemmahörande i resterande delar av Västra Götaland. Enkätformulären innehåller till största delen gemensamma frågor. Några frågor är dock enbart ställda i en av de två enkäterna; framför allt handlar det om frågor enbart ställda i formuläret till invånarna i Göteborgsregionen. Båda enkäterna innehåller frågeområdena: Press, radio och TV; Politik och samhälle; Trafik; Samhälle och service; Teknikinnehav och internet; Aktiviteter och fritidsvanor; Arbetsliv; och Om dig själv. Göteborgsregionens enkät innehöll även frågeområdena: Hot och risker; Göteborg; samt Göteborgs-Posten.

Syfte:

Studera attityder och beteenden som är knutna till lokala och regionala frågor och företeelser
DOI: 10.5878/000436
title: The Regional Western Sweden SOM Survey 2004
title: Den västsvenska SOM-undersökningen 2004
title: Väst-SOM 2004

description: Western SOM has been conducted yearly since 1992, but was initially limited to residents of Gothenburg and its surrounding municipalities. In 1998, the survey was extended to include the entire Västra Götaland County plus the municipality of Kungsbacka. 

The purpose of the regional surveys is to enable SOM researchers to study attitudes and behaviour linked to local and regional issues. They emphasise public services and media, although many of the questions are identical with those used in National SOM in order to make the answers comparable both between the regions and with Sweden at large.

Purpose:

Study attitudes and behaviors that are linked to local and regional issues and phenomena
description: Detta är den trettonde studien i serien SOM-undersökningar genomförda i Västsverige. Undersökningen genomfördes med två olika enkätformulär: ett riktat till invånarna i Göteborg med kranskommuner och ett till dem hemmahörande i resterande delar av Västra Götaland. Enkätformulären innehåller till största delen gemensamma frågor. Några frågor är dock enbart ställda i en av de två enkäterna; framför allt handlar det om frågor enbart ställda i formuläret till invånarna i Göteborgsregionen. Båda enkäterna innehåller frågeområdena: Press, radio och TV; Politik och samhälle; Trafik; Samhälle och service; Teknikinnehav och internet; Aktiviteter och fritidsvanor; Arbetsliv; och Om dig själv. Göteborgsregionens enkät innehöll även frågeområdena: Hot och risker; Göteborg; samt Göteborgs-Posten.

Syfte:

Studera attityder och beteenden som är knutna till lokala och regionala frågor och företeelser
DOI: 10.15468/dl.26sxx3
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stadtmannia oppositifolia",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006838-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b8uwnq
title: Occurrence Download

description: A dataset containing 42075 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Netta peposaca"
 ]
}

 The dataset includes 42075 records from 121 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006836-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aus46n
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-126.27875 13.43663,-74.59425 13.43663,-74.59425 34.12859,-126.27875 34.12859,-126.27875 13.43663))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Turritopsis nutricula McCrady, 1857"
 ]
}

 The dataset includes 21 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010473-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/soonrz
title: Replication Data for: Landslide morphology and mobility on Ceres controlled by topography

description: Replication data for "Landslide morphology and mobility on Ceres controlled by topography"
DOI: 10.7910/dvn/edknut
title: Replication Data for: Examining Democratic and Republican National Committee Party Branding Activity, 1953-2012

description: Recent scholarship on the role of national party organizations in American politics – specifically, the Democratic and Republican National Committees – has argued that political science research has thus far undervalued the importance of these organizations. Specifically, these studies have noted the importance party leaders – including presidents, Congressional leaders, and governors – place on the national committees’ role in trying to shape a party brand. Notably, these studies are all qualitative historical accounts – perhaps because finding consistent quantitative data from within the DNC and RNC across time is very difficult. In this paper, I present a new quantitative data set measuring DNC and RNC activity on the basis of an external source: New York Times coverage of national committee activity in the period 1953-2012. I use this data to test the claim that, while ‘party branding’ is a core national committee goal, the DNC and RNC do not consistently engage in it. Specifically, I find that monthly New York Times references of party branding operations decline for parties that hold the White House. Notably, coverage of other service operations does not decline, suggesting committees specifically step back their branding role when their party has control of the executive branch of the federal government.
DOI: 10.7910/dvn/el3umu
title: Replication Data for: Resistance and tolerance of ten carrot cultivars to hawthorn-carrot aphid, Dysaphis crataegi Kalt., in Poland

description: Data associated with the research conducted to identify carrot genotypes resistant to the colonization and development of hawthorn-carrot aphid under field conditions. In addition, this study attempts to clarify whether carrot genotypes with a higher level of resistance to hawthorn-carrot aphid (in comparison to susceptible genotypes) are characterized by the presence in plants antibiosis and/or mechanism of tolerance.
DOI: 10.7910/dvn/sfzzah
title: Nigeria: post-farmgate value chain (wholesalers, processors, and retailers) scoping study dataset

description: Nigeria is the largest fish producer in Sub-Sahara Africa. Fish plays crucial role to support fish producers and post-farm gate value chain actors’ livelihood. Despite the virtues of aquaculture and fisheries sub-sectors to enhance value chain actors livelihood, major gaps exist related to fish value chain efficiencies, including financial performance of post-farmgate actors, gender-disaggregated data on value chain actors, the roles of women and youth in fish trade, and post-farmgate food safety practices. The aim of this study is to fill post-farm gate fish value chain data gap to provide evidence-based policy suggestion to enhance the aquaculture sub-sector in Nigeria.
description: Excel
description: ODK
DOI: 10.7910/dvn/zjbofq
title: Replication Data for: Community size and electoral preferences: Evidence from post-WWII Baden-Württemberg

description: We examine whether electoral preferences depend on a community's population size, studying post-WWII Baden-Württemberg in Southwest Germany. Our identification strategy exploits the fact that the French administration zone prohibited German expellees from entering, contrary to the contiguous American zone. Population size positively predicts voting for the Social Democrats (the party advocating substantial government involvement in practically all domains) and negatively predicts voting for the Christian Democrats (the small-government party advocating free-market policies). Results are neither driven by pre-existing voting patterns, religious compositions, location- and time-specific unobservables nor other measurable cultural, demographic, economic or political characteristics. Alternative explanations pertaining to expellee voting behavior or a backlash of natives against expellees appear unlikely -- population size prevails as a predominant voting predictor. (2023-05-15).
DOI: 10.7910/dvn/zmmtdf
title: KPC December 2003

description: Kibale Party Composition files from 2003-12-01 to 2003-12-31 include 34 files. Access to these files is restricted. Please contact Dr. Zarin Machanda (machanda@fas.harvard.edu) for permission.
DOI: 10.7910/dvn/zmuc9p
title: Air Photos

description: Air Photos
&lt;li&gt;Pre-1970
&lt;li&gt; 1978
DOI: 10.7910/dvn/lmqlmp
title: Assessment of Post-Disaster Re-entry in Mega-regions: A Pilot Study

description: Data produced by traffic simulator TRANSIMS. It contains link volumes and network efficiency measures for roads inside the US Gulf Coast Megaregion for post-disaster re-entry. The modeler was Zhao Zhang who also produced the data.
DOI: 10.7910/dvn/mpstok
title: Effect of A Home-Base Core Stability Exercises in Hereditary ataxia. A Randomized Controlled Trial

description: Background: Core stability exercises (CSE) have been shown to be effective in improving sitting balance in several neurological diseases, but the evidence is scarce on Hereditary Ataxias (HA).
Objective: To evaluate the effectiveness of a home-based CSE program in terms of ataxia severity, sitting balance, balance confidence, gait speed, lower limb motor function, quality of life, health status and falls rate in individuals with HA at short- and long-term. 
Methods: This is an assessor-blind randomized controlled clinical trial parallel group 1:1. The HA individuals were divided in two groups. Experimental group (EG) performed standard care in addition CSE and control group (CG) standard care. The CSE had a duration of 5-week (1-hour/day). The assessment was performed at baseline, endpoint and follow-up (5-week). The primary outcomes were ataxia severity assessed by the Scale for the Assessment and Rating of Ataxia and sitting balance assessed by Spanish-version of Trunk Impairment Scale 2.0. The secondary outcomes were balance confidence by Activities-specific Balance Confidence (ABC), gait speed by 4-meter walk test (4-MWT), the lower limb motor function by 30-seconds sit-to-stand, quality of life (QoL) by EQ-5D-5L, health status by EQ-5D and falls rate.
Results: Twenty-three individuals with mild to moderate HA were recruited the mean age and standard deviation was 51.8 ± 11.10 years. A positive effect was observed favoring to EG in ABC, 4-MWT, EQ-5D-5L, EQ-5D and falls rate.
Conclusions: A 5-week home-based CSE improve balance confidence, health status, quality of life (mobility, self-care, usual-activities), gait speed and falls rate in HA individuals.
DOI: 10.7910/dvn/mrqwae
title: Elections Performance Index 2020
title: Elections Performance Index replication files for 2020

description: This csv is for the replication of the most up to date EPI data, 2020.
DOI: 10.7910/dvn/nsde9u
title: DATASET HSSCOMMS-08976

description: This dataset contains the data used for the analysis of Mobile Social Media as a Vehicle of Health Communication: A Multimodal Discourse Analysis of WeChat Official Account Posts during the COVID-19 Crisis
DOI: 10.7910/dvn/oufgtx
title: Replication Data for: "Growing Apart?: Partisan Sorting in Canada, 1992-2015,” Canadian Journal of Political Science

description: Includes both the merged Canadian Election Study dataset and the R script used for all analyses in the paper entitled "Growing Apart?: Partisan Sorting in Canada, 1992-2015,” authored by Anthony Kevins and Stuart Soroka, and published in the Canadian Journal of Political Science 51(1): 103-133.
DOI: 10.7910/dvn/zgdh9g
title: Supporting information: Towards more effective identification keys – a study of people identifying plant species characters

description: Supplementary materials for user study: questions, results
DOI: 10.7910/dvn/5yy6pe
title: Towards Fast and Accurate Predictions of Radio Frequency Power Deposition and Current Profile via Data-driven Modeling

description: Three machine learning techniques (multilayer perceptron, random forest, and Gaussian process) provide fast surrogate models for lower hybrid current drive (LHCD) simulations. A single GENRAY/CQL3D simulation without radial diffusion of fast electrons requires several minutes of wall-clock time to complete, which is acceptable for many purposes, but too slow for integrated modeling and real-time control applications. The machine learning models use a database of 16,000+ GENRAY/CQL3D simulations for training, validation, and testing. Latin hypercube sampling methods ensure that the database covers the range of 9 input parameters ($n_{e0}$, $T_{e0}$, $I_p$, $B_t$, $R_0$, $n_{||}$, $Z_{eff}$, $V_{loop}$, $P_{LHCD}$) with sufficient density in all regions of parameter space. The surrogate models reduce the inference time from minutes to ~ms with high accuracy across the input parameter space.
description: PSFC REPORT PSFC/JA-22-4<br><br>This works supported by US Department of Energy award DE-SC0021202.<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/xkpean
title: Replication Data for: The partial effectiveness of indoctrination in autocracies: Evidence from the German Democratic Republic

description: These are replication files for the article "The partial effectiveness of indoctrination in autocracies: Evidence from the German Democratic Republic"
DOI: 10.7910/dvn/3lie3j
title: Passed Acts; St. 1843, c.69, SC1/series 229

description: &lt;p&gt;Petition subject: Great Massachusetts Petition &lt;/p&gt; &lt;p&gt;Original: &lt;a href="http://nrs.harvard.edu/urn-3:FHCL:13448109"&gt;http://nrs.harvard.edu/urn-3:FHCL:13448109&lt;/a&gt; &lt;/p&gt; &lt;p&gt;Date of creation: (unknown) &lt;/p&gt; &lt;p&gt;Petition location: Rehoboth &lt;/p&gt; &lt;p&gt;Total signatures: 180 &lt;/p&gt; &lt;p&gt;Unidentified signatures: 180 &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: George Latimer [note: this data reflects the information on the spreadsheet submitted by Henry I. Bowditch and William F. Channing to the legislature, which was filed with St. 1843, c.69, passed April 26, 1843. The majority of the Great Massachusetts Petition has not been located.] &lt;/p&gt; &lt;p&gt;Location of the petition at the Massachusetts Archives of the Commonwealth: St. 1843, c.69, passed April 26, 1843 &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/ll3c1r
title: AIMOS - light-sheet microscopy dataset

description: Light-sheet microscopy dataset for AIMOS
* 15 whole-body scans of mice
* Manually annotated for 3D segmentations of brain, lungs, heart, liver, kidneys, and spleen
* Native (auto-fluorescence) or nucleus-staining propidium-iodide (PI)
DOI: 10.7910/dvn/nu8pbt
title: Africa Drainage Boundary Dataset (AfDBD): Subregions

description: The Africa Drainage Boundary Dataset (AfDBD) is a comprehensive aggregated collection of drainage unit (DU) data for the African Continent. The dataset defines the areal extent of surface water drainage to a point except in coastal, endorheic, or lakefront areas where there could be multiple outlets. In the AfDBD, the continent is divided and subdivided into successively smaller drainage units, classified into six levels: systems, regions, subregions, basins, subbasins, and catchments, primarily determined by topology, location, type, and size of DUs. DUs are consistently assigned identification codes that show their location and classification level. The characterization provides a high-resolution DU boundary dataset that improves data compatibility and accuracy and is expected to support catchment-based research and application on the continent.
DOI: 10.7910/dvn/sad0pv
title: Replication Data for: Is Democracy Pro-poor? An Empirical Test of Sen Hypothesis with Worldwide Evidence

description: It has long been hypothesized that democracy benefits the poor; however, the hypothesis still lacks solid empirical evidence. This paper contributes to providing new worldwide evidence on the poverty reduction effect of democracy which we refer to as the Amartya Sen hypothesis. The difference-in-differences estimation using cross-national panel data on over 100 countries from 1995 to 2015 shows that democracy does reduce poverty, although the size of the effect varies to the poverty at different poverty lines. Further studies show that the poverty reduction effect of democracy is robust to a number of specifications and heterogeneous over time and to democratization types.