cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/dauyrl
title: A RAI of Data: Generalizing the Data-driven Rockfall Activity Index (RAI) based on Long-term Observations of Well Characterized Slopes

description: In prior PacTrans research, the research team developed the Rockfall Activity Index system (RAI), a point cloud-derived, high-resolution, morphology-based approach for identifying, assessing, and mapping rockfall hazards at a high resolution across the entire surface of a rock slope. Through continued monitoring at sites in both Alaska and Oregon, it is evident that rockfall activity is variable as a function of geology and rock properties. In this research, we used geologic characterization, analysis of change from lidar differencing, and collection of 4,800 Schmidt Hammer measurements to constrain relationships between geologic structure and rockfall activity at a variety of rock slopes. Generally, lower Schmidt Hammer rebound measurements were observed in areas with higher activity rates, suggesting rebound (especially when corrected per ASTM standards) may be an effective proxy for rockfall activity or susceptibility; however, the large variability in these measurements, particularly between sites, suggests that these measurements are best applied on a site-specific basis. Additionally, we computed rockfall volumes to analyze mobility impacts using an empirical relationship derived from the Rockfall Impacts to Mobility (RIM) database, demonstrating the importance of linking rockfall activity and hazard. Future work could look at expanding databases of rockfall impacts to mobility, collect more Schmidt hammer measurements, collect more epochs of rock slope digital terrain models, and further connect rock slope weathering and structure to the RAI analysis.
description: http://hdl.handle.net/1773/51001

This dataset was used in the creation of two reports.
 These reports are “Hammer Time: Using the Schmidt Hammer to Improve the Forecasting Accuracy of the Rockfall Activity Index (RAI (http://hdl.handle.net/1773/50996) and “A RAI of Data: Generalizing the Data-Driven Rockfall Activity Index (RAI) Based on Long-Term Observations of Well Characterized Slopes” 

 While the data is the same, you can find an alternate copy of this data at https://doi.org/10.7910/DVN/OPGAKQ
DOI: 10.7910/dvn/emjldn
title: Global compilation of deep mantle anisotropy observations and possible correlation with low velocity provinces - Dataset

description: This is a global digital database of seismic anisotropy observations in the lowermost mantle. This database includes all previous observations up to the date of publication. A regularly updated version of this database can be accessed here: https://github.com/wolfjonathan/Deep_Mantle_Anisotropy_Database.
DOI: 10.7910/dvn/p7abk3
title: Replication Data for: Persistent Unilateral Action

description: Many believe that weaker legal constraints make unilateral action easier to reverse than legislation. Yet in some cases, unilateralism survives a successor's determined opposition. I argue that legislative persistence and unilateral transience may arise not only from differences in legal status but also from a selection effect: unilateralism and subsequent rescission can both stem from weak underlying policy-demanding groups. But if unilateralism itself alters the landscape of group power through policy feedback effects, it can survive a purportedly opposed new president. An example is the Trump Administration's failure to depart from the Obama Justice Department's lax stance on cannabis. Weak constituents' policy demands may thus need to rely on a sympathetic president's unilateral action to begin a feedback loop, subsequently softening opposition. This paper therefore identifies unilateral action as a key tool for shifting policy in an enduring way, explaining its success or failure in terms of interest group power.
DOI: 10.7910/dvn/surseo
title: Replication Data for: The Balance-Sample Size Frontier in Matching Methods for Causal Inference

description: We propose a simplified approach to matching for causal inference that simultaneously optimizes both balance (similarity between the treated and control groups) and matched sample size. Existing approaches either fix the matched sample size and maximize balance or fix balance and maximize sample size, leaving analysts to settle for suboptimal solutions or attempt manual optimization by iteratively tweaking their matching method and rechecking balance. To jointly maximize balance and sample size, we introduce the matching frontier, the set of matching solutions with maximum balance for each possible sample size. Rather than iterating, researchers can choose matching solutions from the frontier for analysis in one step. We derive fast algorithms that calculate the matching frontier for several commonly used balance metrics. We demonstrate with analyses of the effect of sex on judging and job training programs that show how the methods we introduce can extract new knowledge from existing data sets.
description: This dataset underwent an independent verification process that replicated the tables and figures in the primary article. For the supplementary materials, verification was performed solely for the successful execution of code. The verification process was carried out by the Odum Institute for Research in Social Science at the University of North Carolina at Chapel Hill.
<br>
The associated article has been awarded Open Materials and Open Data Badges. Learn more about the Open Practice Badges from the Center for Open Science.<br>
DOI: 10.7910/dvn/totg52
title: Replication data for: Performance evaluation of Nile tilapia (Oreochromis niloticus) improved strains in Ghana
title: This study was conducted under the framework of the Tilapia Volta (TIVO) project, coordinated by UN FAO

description: Growth performance and survival to harvest of the Akosombo strain generation 10 and the GIFT strain generation two (derived from GIFT generation 11 in Malaysia) were evaluated in Ghana. The fish were from 96 families of the Akosombo selected line (AKOS), 30 of the Akosombo control line (AKOC), and 22 of the GIFT strain (GIFT). In total, 11,812 tagged fingerlings were stocked at a density of 3 fish/m2 into two ponds, each 2000 m2. Fish were fed 38% crude protein pelleted feed, twice daily at a rate of 5% body weight, for 120 days. Harvest weight of GIFT (150.1 ± 58.5 g) was 2.2 times larger than AKOC (67.6 ± 28.4 g) and 1.8 times larger than the AKOS (85.2 ± 32.0 g) strains. The least-squares mean weight of male GIFT were 98.6 g more than AKOC and 82.7 g more than AKOS. The corresponding ratios for females were even greater, with female GIFT weighing 106.5 g more than AKOC, and 89.9 g more than AKOS. The AKOS grew larger than the AKOC, 15.9 g larger for males and 16.6 g for females. All differences were highly significant (P &lt; 0.001). Male fish were significantly larger than females for all three strains (P &lt; 0.001). Overall, individual survival rate at harvest was 53.6% and not significantly different between strains, with GIFT survival being 55.2%, AKOS 54.5% and AKOC 50.0%. The results of the present study demonstrated: 1) marked differences in the growth performance of GIFT and Akosombo strains, and 2) the strong growth performance of GIFT in an equatorial West African environment, with similar survival to that of the local strain
description: Microsoft Excel, 2016
DOI: 10.7910/dvn/xz14qg
title: Game Files for the Educational Gamified Tool "Ancient Theater of Philippi"

description: The present dataset contains the files of the gamified tool "Ancient Theater of Philippi" (ATP). ATP is a photogrammetry-based game that combines 3D virtual exploration with educational content and will be used for distance learning purposes. In the current repository version the assessment email sending is disabled.

Design and Development phase: Published at INTED2022 conference
description: 1)This is a Windows-only application
2) Users may download and use this application for testing purposes but need to contact with the authors for any other uses.
DOI: 10.7910/dvn/pfsvue
title: China France Lab 4 GIS Data

description: GIS Files for Lab 4 on China and France
DOI: 10.7910/dvn/ymmsic
title: Replication Data for: Charles Cameron and Jonathan P. Kastellec. "Are Supreme Court Nominations a Move-the-Median Game?"

description: This archive contains data and code necessary to replicate the results in: Charles Cameron and Jonathan P. Kastellec. (2016). "Are Supreme Court Nominations a Move-the-Median Game?" American Political Science Review, 110(4), 778-797.
DOI: 10.7910/dvn/6mnixj
title: Replication Data for: "Generational Change in Party Support in Germany: The Decline of the Volksparteien, the Rise of the Greens, and the Transformation of the Education Divide"

description: Stata reproduction files to reproduce findings reported in:
Steiner, Nils D. (2023): Generational Change in Party Support in Germany: The Decline of the “Volksparteien”, the Rise of the Greens, and the Transformation of the Education Divide, Electoral Studies, 86: 102706.
DOI: 10.7910/dvn/dzuvzg
title: Replication data for: "Crime Scars: Recessions and the Making of Career Criminals"

description: Replication data for: "Crime Scars: Recessions and the Making of Career Criminals"
DOI: 10.7910/dvn/my3gi1
title: Replication Data for: County Over Party: How Governors Prioritized Geography Not Particularism in the Distribution of Opportunity Zones

description: Allocating resources is a central function of government, and the distributive politics literature provides considerable evidence of leaders across the world directing resources to co-partisan voters and officials. In the U.S., studies of “presidential particularism” have recently demonstrated strategic targeting by the federal executive branch. We extend the inquiry to states using an unusually rich case in which all governors simultaneously faced decisions about allocating a constrained resource—tax advantaged status for economic development—from an exogenously generated list of geographic possibilities. We test whether governors rewarded their supporters’ and allies’ areas alongside two alternatives: 1) spreading the wealth by geographic sub-units, and 2) policy need. We do not find evidence of gubernatorial particularism. We find that Republican and Democratic governors prioritized allocating opportunity zones geographically, and made efforts to designate at least one in each county. We also find responsiveness to policy need.
DOI: 10.7910/dvn/qubhxu
title: Replication Data for: “Beyond Kelo: An Experimental Study of Public Opposition to Eminent Domain"

description: Article Abstract: The power of government to take private property for its own use has been a frequent source of political disquiet because of the tension it creates with notions of individual rights ingrained in liberal society. The public backlash against takings after Kelo offers a case-in-point. Existing research has ignored an important cause of the backlash, the purpose for which property is taken, focusing instead on the public's distaste for the taking of homes. In order to advance our understanding of this important issue, a combination of experimental and observational studies are utilized, demonstrating that purpose is crucial in shaping attitudes.
DOI: 10.7910/dvn/sweyrw
title: Replication Data for: Drought exposure decreases altruism with salient group identities as key moderator

description: Dataset and do file to run analyses from the main text.
DOI: 10.7910/dvn/tmtczd
title: Replication Data for: Endogenous Credible Commitment and Party Competition Over Redistribution Under Alternative Electoral Institutions

description: Political parties competing in elections for the power to set public policy face the problem of making credible their policy promises to voters. I argue that this commitment problem crucially shapes party competition over redistribution. The model I develop shows that under majoritarian electoral rules, parties' efforts to achieve endogenous commitment to policies preferred by the middle class lead to different behavior and outcomes than suggested by existing theories, which either assume commitment or rule out endogenous commitment. Thus, left parties can have incentives to respond to rising income inequality by moving to the right in majoritarian systems but not under proportional representation. The model also generates new insights about the anti-left electoral bias often attributed to majoritarian electoral rules, and the strategic use of parliamentary candidates as a commitment device. I find evidence for key implications of this logic using panel data on party positions in 16 parliamentary democracies.
description: This dataset underwent an independent verification process that replicated the tables and figures in the article and those in supplementary materials upon which primary findings are based.  The verification process was carried out by the Odum Institute for Research in Social Science at the University of North Carolina at Chapel Hill.
<br>
The associated article has been awarded Open Materials and Open Data Badges. Learn more about the Open Practice Badges from the Center for Open Science.<br>
DOI: 10.7910/dvn/fmuspc
title: Data for "Between Choice and Compulsion: The Dynamics of Bibliographic Reference Styles Preferred by Library and Information Science Professionals"

description: The data received through survey for Between Choice and Compulsion: The Dynamics of Bibliographic Reference Styles Preferred by Library and Information Science Professionals is available here.
DOI: 10.7910/dvn/mdgeyo
title: Bowman, Mike, 2023, "Modelling results for Text-mining metadata: What can titles tell us of the history of modern and contemporary art?"

description: This spreadsheet includes the modelling results from the paper 'Text-mining metadata: What can titles tell us of the history of modern and contemporary art?'.
DOI: 10.7910/dvn/p4yor
title: House Unpassed Legislation 1859, rejected, SC1/series 230, Petition of Peter Wellington

description: &lt;p&gt;Petition subject: Against the rendition of fugitive slaves &lt;/p&gt; &lt;p&gt;Original: &lt;a href="http://nrs.harvard.edu/urn-3:FHCL:11029973"&gt;http://nrs.harvard.edu/urn-3:FHCL:11029973&lt;/a&gt; &lt;/p&gt; &lt;p&gt;Date of creation: (unknown) &lt;/p&gt; &lt;p&gt;Petition location: Lexington &lt;/p&gt; &lt;p&gt;Selected signatures:&lt;ol&gt;&lt;li&gt;Peter Wellington&lt;/li&gt;&lt;li&gt;Andrew Wellington&lt;/li&gt;&lt;li&gt;Emery A. Mulliken&lt;/li&gt;&lt;/ol&gt; &lt;/p&gt; &lt;p&gt;Actions taken on dates: 1859-02-19 &lt;/p&gt; &lt;p&gt;Legislative action: Concurred in the Senate on February 19, 1859 &lt;/p&gt; &lt;p&gt;Total signatures: 9 &lt;/p&gt; &lt;p&gt;Legislative action summary: Concurred &lt;/p&gt; &lt;p&gt;Legal voter signatures (males not identified as non-legal): 9 &lt;/p&gt; &lt;p&gt;Female only signatures: No &lt;/p&gt; &lt;p&gt;Identifications of signatories: citizens, ["legal voters"] &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: no additional documents &lt;/p&gt; &lt;p&gt;Location of the petition at the Massachusetts Archives of the Commonwealth: House Unpassed 1859, rejected &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/pes3rd
title: Finding Missing Markets (and a disturbing epilogue): Evidence from an Export Crop Adoption and Marketing Intervention in Kenya

description: Farmers may grow crops for local consumption despite more proﬁtable export options. DrumNet, a Kenyan NGO that helps small farmers adopt and market export crops, conducted a randomized trial to evaluate its impact. DrumNet services increased production of export crops and lowered marketing costs, leading to a 32% income gain for new adopters. The services collapsed one year later when the exporter stopped buying from DrumNet because farmers could not meet new EU production requirements. Farmers sold to other middlemen and defaulted on their loans from DrumNet. Such experiences may explain why farmers are less likely to adopt export crops.
description: Stata, 13
DOI: 10.7910/dvn/sv0piw
title: Replication Data for: Manipulating Remittances: Strengthening Autocratic Regimes with Currency Overvaluation and Remittance Flows

description: This paper investigates the link between remittances and autocratic regime stability. It challenges the prevailing assumption that remittances cannot be directly captured as a source of hard capital by states, and proposes that remittances increase regime durability by incentivizing and enabling currency overvaluation and seigniorage revenue generation in autocratic states that produce non-freely convertible currencies. It uses cross-national time-series data from autocratic regimes in Sub-Saharan African countries from 1975-2015 to test this theory. The analysis shows that remittances increase autocratic regime durability in countries that have monopoly control over domestic currency production.
DOI: 10.7910/dvn/aabqka
title: Are R&D subsidies effective? The effect of industry competition

description: This study explores the effect of industry competition on public R&D subsidies’ effectiveness. The author finds the non-linear threshold effect of industry competition on R&D subsidies’ effectiveness. Specifically, R&D subsidies’ effectiveness reaches its peak when industry competition lies between the two estimated thresholds.
DOI: 10.7910/dvn/mvx68a
title: Replication data for: Second Quadrant, 1/4° sampled (DHT18)

description: This is the single survey with the largest angular extent, covering more than the entire second quadrant over a wide latitude range. The sampling is 1/4
&lt;font face="symbol"&gt;°&lt;/font&gt;. Spectra spaced every 1/4&lt;font face="symbol"&gt;°&lt;/font&gt; were extracted from the Cygnus, CasA, and MonOB1 surveys and included in the cubes presented here. All the spectra were interpolated to a channel spacing of exactly 1.300 km/s (in contrast to many other surveys that have a spacing of 1.3004 km/s, corresponding to 0.5 MHz at the CO frequency).
DOI: 10.7910/dvn/pg0put
title: Replication Data for: Competition for Attention in the ETF Space

description: The files contain the replication codes in STATA for "Competition for Attention in the ETF Space"
DOI: 10.7910/dvn/tkyur6
title: Replication Data for: The Ukrainian Refugee Crisis and the Politics of Public Opinion: Evidence from Hungary

description: This is the replication data and stata .do files for for The Ukrainian Refugee Crisis and the Politics of Public Opinion: Evidence from Hungary, Perspectives on Politics
DOI: 10.7910/dvn/yqr5ho
title: Glucocorticoid Receptor - RDKit Descriptors

description: Dataset containing a Flame QSAR model for predicting Glucocorticoid Receptor activation. The model is described in the metadata.txt file. The gr_rdkit_v000003.tgz file can be imported into any instance of the open-source Flame (https://github.com/phi-grib/flame) and be used for predicting the properties of chemical substances from their 2D structure.
description: Flame, 1.0.0
DOI: 10.7910/dvn/lyxxtw
title: Replication Data for: Dataset "P3Numbers_20150224_m_13_001" available at http://eegdatabase.kiv.zcu.cz/experiments-detail?DEFAULT_PARAM_ID=569

description: Guess the number is a simple P300-based brain-computer interface experiment. Its aim is to ask the measured participant to pick a number between 1 and 9. Then, he or she is exposed to corresponding visual stimuli and experimenters try to guess the number thought while observing event-related potential waveforms on-line. 250 school-age children participated in the experiments that were carried out in elementary and secondary schools in the Czech Republic. Electroencephalographic data from three EEG channels (Fz, Cz, Pz) and stimuli markers were stored. Additional metadata about the participants were collected (gender, age, the number thought by the participant, the guess of the experimenters, and various interesting additional information). The data are stored in the Brain Vision format.
description: Presentation, 18.1
description: Brain Vision Recorder, 1.20.0001
description: All data and metadata in this dataverse can be downloaded as an experimental package named "PROJECT DAYS P3 NUMBERS" that is available at https://eegdatabase.kiv.zcu.cz in section "All experiments"
DOI: 10.7910/dvn/qvfw1z
title: A97_9158.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/cb7cd0ce-fa5d-4bad-84c9-cd9660e7dc31'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/cb7cd0ce-fa5d-4bad-84c9-cd9660e7dc31
DOI: 10.7910/dvn/ss4lnn
title: Replication Data for: CASM: A Deep-Learning Approach for Identifying Collective Action Events with Text and Image Data from Social Media

description: Protest event analysis is an important method for the study of collective action and social movements and typically draws on traditional media reports as the data source. We introduce collective action from social media (CASM)—a system that uses convolutional neural networks on image data and recurrent neural networks with long short-term memory on text data in a two-stage classifier to identify social media posts about offline collective action. We implement CASM on Chinese social media data and identify more than 100,000 collective action events from 2010 to 2017 (CASM-China). We evaluate the performance of CASM through cross-validation, out-of-sample validation, and comparisons with other protest data sets. We assess the effect of online censorship and find it does not substantially limit our identification of events. Compared to other protest data sets, CASM-China identifies relatively more rural, land-related protests and relatively few collective action events related to ethnic and religious conflict.
description: We recommend you view files in Tree structure and begin with the readme.txt