cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.pu4vvn
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Schoutenia ovata",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 61 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005451-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18450412
title: austrolebias_affinis_decontaminated_FSCR.fasta.gz
DOI: 10.5281/zenodo.18450413
title: austrolebias_affinis_decontaminated_FSCR.fasta.gz
DOI: 10.15468/dl.2xd3gn
title: Occurrence Download

description: A dataset containing 5913 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sida acuta",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 5913 records from 287 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005452-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t3wx4q
title: Occurrence Download

description: A dataset containing 481473 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Salvelinus alpinus"
 ]
}

 The dataset includes 481473 records from 151 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005424-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.crr6f4
title: Occurrence Download

description: A dataset containing 77 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sida hookeriana",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 77 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005453-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d32mgs
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Protobothrops trungkhanhensis"
 ]
}

 The dataset includes 18 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005454-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/qyvohy
title: University of Michigan Museum of Zoology, Division of Mollusks

description: The Mollusk Division incorporates approximately 5 million specimens and has long ranked amongst the most important freshwater and land snail collections in North America. Approximately 251,000 cataloged lots including over 406 holotype specimens and more than 1638 paratype lots are preserved as dry shells, ethanol preserved specimens, frozen tissues, lyophilized tissues, fossil material and radular microscope slide mounts. Mollusks from all regions of the planet are represented, with most being from North America, particularly from southeastern and upper mid‐western USA drainages. With the exception of Monoplacophora and Aplacophora, all extant molluscan classes are represented. The collection includes a number of significant subcollections; Bryant Walker Collection (one of the world’s largest private mollusk collections containing over 100,000 lots and about two million specimens), Royal Ontario Museum Collection [outstanding collection of North American (principally Canadian) freshwater and land mollusks], F. C. Baker Wisconsin Freshwater Mollusk Collection (one of the most extensive North American freshwater mollusk collections), Stelfox Sphaeriid Collection (one of the most important reference collections of cosmopolitan freshwater bivalve family Sphaeriidae), and Lyophilized Tahitian Land Snails (about 1600 freeze‐dried tissue samples of a now largely extinct snail family).
DOI: 10.15468/dl.nwdpfk
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sparrmannia discolor",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 55 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005455-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wq8fdd
title: Occurrence Download

description: A dataset containing 1423602 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Quercus xalapensis, Quercus welshii, Quercus viminea, Quercus vicentensis, Quercus uxoris, Quercus urbani, Quercus tuberculata, Quercus toumeyi, Quercus texana, Quercus tarokoensis, Quercus tarahumara, Quercus takaoyamensis, Quercus subspathulata, Quercus striatula, Quercus stenophylloides, Quercus splendens, Quercus skinneri, Quercus similis, Quercus sideroxyla, Quercus serrata, Quercus senneniana, Quercus segoviensis, Quercus seemannii, Quercus sebifera, Quercus scytophylla, Quercus sapotifolia, Quercus saltillensis, Quercus salicifolia, Quercus rysophylla, Quercus robur, Quercus resinosa, Quercus repanda, Quercus purulhana, Quercus pubescens, Quercus pringlei, Quercus praeco, Quercus potosina, Quercus polymorpha, Quercus planipocula, Quercus phillyreoides, Quercus peninsularis, Quercus peduncularis, Quercus pauciradiata, Quercus pagoda, Quercus pacifica, Quercus orocantabrica, Quercus opaca, Quercus oocarpa, Quercus ocoteifolia, Quercus obtusata)",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Human Observation, Observation, Specimen, Material sample)",
 "Year is greater than or equal to 1970",
 "Year is less than or equal to 2026"
 ]
}

 The dataset includes 1423602 records from 3927 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005348-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17909/0q3g-by85
title: Hubble Image Similarity Project (“HISP”)

description: The Hubble Image Similarity Project (HISP) is a large collection of similarity information between sub-regions of Hubble Space Telescope images as described in White & Peek 2025. These data can be used to assess the accuracy of image search algorithms based on computer vision methods. The images were compared by humans in a citizen science project, where they were asked to select similar images from a comparison sample. Nearly 850,000 comparison measurements have been analyzed to construct a similarity distance matrix between all the pairs of images.  The results are very impressive: the data capture similarity between images based on morphology, texture, and other details that are sometimes difficult even to describe in words (e.g., dusty absorption bands with sharp edges). The collective visual wisdom of the citizen scientists matches the accuracy of the trained eye, with even subtle differences among images faithfully reflected 16 in the distances.
DOI: 10.6084/m9.figshare.28870511
title: Phase Instability Simulation in Anti-Time via Quantum Fourier Transform (QFT)

description: This dataset contains the OpenQASM 2.0 source code and measurement results of a quantum simulation modeling the phase instability caused by anti-particle accumulation in the context of anti-time theory. The simulation uses a 5-qubit quantum circuit where three qubits represent phase registers, and two qubits encode anti-particles with distinct phase contributions. A quantum Fourier transform (QFT) is applied to extract the composite phase response.The setup is aligned with a theoretical framework in which anti-particles accumulate in the anti-time dimension and induce phase distortion effects on virtual particle registers. This distortion is modeled as entropic instability that could contribute to transitions into anti-matter formation and eventually dark energy transformation.The simulation was executed using IBM Quantum Composer with 8192 shots and measured through standard QFT readout techniques. Researchers can reuse or adapt this model to explore collective quantum effects in cosmological contexts.
DOI: 10.15468/dl.h43zyd
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lepisanthes alata (Blume) Leenh.",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Occurrence evidence)"
 ]
}

 The dataset includes 19 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001726-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5qtx44
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vachellia farnesiana",
 "Country is Cyprus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024912-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/hpypgh
title: Registrations in the AEA RCT Registry (2013-05-15 through 2024-01-01)

description: This dataset contains publicly available data on the American Economic Association's RCT registry downloaded 2024-01-01
DOI: 10.7910/dvn/psyqwz
title: Wright Files I-Z Edited; Docketed Case: 23457
DOI: 10.7910/dvn/walrws
title: Replication Data for Figures 5B, 5D, S1C and S3

description: This dataset contains Blackrock recording files for data reported in Figures 5B, 5D, S1C and S3. Reverse_1, 2, 3: Ntest, LM1(14,15)-I, LM1(12,12)-D, LM1(18,18)-D, respectively; Reverse_4, 5: Ntest, LM1(18,19)-D, LM1(16,16)-D, respectively; Reverse_6: Ntest, LM1(16,19)-D.
description: Data in Figure S1C is from Reverse_3; Data in Figure S3 is from Reverse_1.
description: This dataset includes 'Reverse' data only. The 'Forward' dataset is uploaded in 'Replication Data for Figures 5A, 5C, S1B, S2B, S2D, S4 and S5' (under 'Conditioning & Behavior').
DOI: 10.7910/dvn/jumdlx
title: SNP data from a clinical cohort of acute myeloid leukemia patients

description: Data sets underlying the findings in the manuscript entitled "Identifying prognostic SNPs in clinical cohorts: complementing univariate analyses by resampling and multivariable modeling" submitted to PLOS ONE.
DOI: 10.7910/dvn/kmohlp
title: Angola (2010): FoQus on LLIN use among pregnant women and caregivers of children under five.

description: As a partner in Global Fund Round 7, PSI Angola is responsible for launching a nation-wide behavior change communication campaign to increase the use of insecticide treated mosquito nets among preg-nant women and children under five. PSI Angola will develop and launch a radio campaign directed at caregivers of children under the age of five. The present qualitative study is proposed to gain a greater understanding of the determinants of LLIN use from the user perspective in order to aid in the creation of focused, relevant and effective messages for the radio campaign.
DOI: 10.7910/dvn/mc2aot
title: Replication data for: For Want of a Cup: The Rise of Tea in England and the Impact of Water Quality on Mortality

description: Antman, F. M. (2023). “For Want of a Cup: The Rise of Tea in England and the Impact of Water Quality on Mortality.” Review of Economics and Statistics, 105:6, 1–14.
description: Volume XX, Issue X
DOI: 10.7910/dvn/qi4sg8
title: GBMI San Francisco

description: GBMI Dataset for San Francisco, United States
DOI: 10.7910/dvn/vtvoeu
title: A15_29611.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/5b30cb35-4917-4adf-9579-1d142bb31da0'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/5b30cb35-4917-4adf-9579-1d142bb31da0
DOI: 10.7910/dvn/vzfxyw
title: Replication Data for: Residual Balancing: A Method of Constructing Weights for Marginal Structural Models

description: When making causal inferences, post-treatment confounders complicate analyses of time-varying treatment effects. Conditioning on these variables naively to estimate marginal effects may inappropriately block causal pathways and may induce spurious associations between treatment and the outcome, leading to bias. To avoid such bias, researchers often use marginal structural models (MSMs) with inverse probability weighting (IPW). However, IPW requires models for the conditional distributions of treatment and is highly sensitive to their misspecification. Moreover, IPW is relatively inefficient, susceptible to finite-sample bias, and difficult to use with continuous treatments. We introduce an alternative method of constructing weights for MSMs, which we call “residual balancing.” In contrast to IPW, it requires modeling the conditional means of the post-treatment confounders rather than the conditional distributions of treatment, and it is therefore easier to use with continuous treatments. Numeric simulations suggest that residual balancing is both more efficient and more robust to model misspecification than IPW and its variants in a variety of scenarios. We illustrate the method by estimating (a) the cumulative effect of negative advertising on election outcomes and (b) the controlled direct effect of shared democracy on public support for war. Open source software is available for implementing the proposed method.
description: Volume #, Issue #
DOI: 10.7910/dvn/bv4i06
title: Supplementary datasets for: Crop wild relatives of the United States require urgent conservation action

description: Here we develop a national inventory of CWR of the United States, wherein taxa are classified based on current knowledge of their relation to agricultural crops and their significance as wild food sources. We use occurrence information combined with climatic and topographic data to model the potential distributions of 600 prioritized native wild taxa. We then use ecogeographic tools to conduct preliminary threat assessments and conservation gap analyses for the native CWR. The ecogeographic variation evident in the locations where ex situ conservation samples have been collected, and that evident in species’ ranges distributed within protected natural areas, is measured against the variation found within species’ overall predicted native ranges. Geographic and ecological gaps in current conservation are then identified, providing baseline information for conservation planning, prioritization, and action.
DOI: 10.7910/dvn/bycafe
title: Replication data for: Assessing Competition with the Panzar-Rosse Model: The Role of Scale, Costs, and Equilibrium

description: Volume 94, Issue 4
DOI: 10.7910/dvn/cb0lke
title: Replication Data for: “What Determines Military Victory? Testing the Modern System

description: Replication Data for: “What Determines Military Victory? Testing the Modern System
DOI: 10.7910/dvn/hq9p2f
title: Stiffness, Noise Level 0

description: Stiffness, Noise Level 0
DOI: 10.7910/dvn/ppldb9
title: A15_29438.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/02ebb373-d90c-4214-bb77-f1c8f3423d04'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/02ebb373-d90c-4214-bb77-f1c8f3423d04
DOI: 10.7910/dvn/24234
title: Financial Viability of Cocoa Agroforestry Management Technologies in Ghana

description: This dataset was produced to study financial viability of cocoa agroforestry management technology in Ghana. Isaac Nunoo, a graduate student in Department of Agricultural Economics, Agribusiness and Extension at the University of Kwame Nkrumah University of Science and Technology, as a part of requirements toward Master of Philosophy Degree in Agricultural Economics. This dataset contains information about characteristics of cocoa farmers, their assets, land characteristics, use of agroforestry management technology and revenue from cocoa farming.
description: 18, 18
description: 12, 12
description: Subject: null Type: Acknowledgements Notes: This study was made possible through the support of the Ghana Strategy Support Program (GSSP). GSSP is funded by the US Agency for International Development (USAID). The author is also thankful to all the survey participants, who generously shared their experiences.;
DOI: 10.7910/dvn/buxaws
title: Replication Data for: Information processing in the European Union’s Common Fisheries Policy

description: The policy studies literature is divided on how information processing takes place in policy processes. Punctuated equilibrium theory claims that policy-makers tend to process information disproportionately, giving more weight to some incoming signals than to others. By contrast, thermostatic models of policy-making argue that policy-makers respond in a more proportionate way. In this paper, we analyse information processing in the adoption of Total Allowable Catches (TACs) under the European Union’s (EU) Common Fisheries Policy. Based on a novel measure for the proportionality of information processing, it shows that over time TACs have become more closely aligned with incoming signals about fish stocks. This development can be explained through a combination of changing discourses around fisheries conservation and institutional adjustments in EU fisheries policy. This analysis has implications for the debate between punctuated equilibrium and thermostatic models of policy-making and our understanding of the effectiveness of EU fisheries policies.
DOI: 10.7910/dvn/cbf9nu
title: A12_22217.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/6ca747ad-3aa2-44b7-978c-a194e6cb7770'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/6ca747ad-3aa2-44b7-978c-a194e6cb7770
DOI: 10.7910/dvn/24574
title: Replication data for: Code Coverage for Suite Evaluation by Developers

description: This dataset contains the the code metrics and coverage information from different test-suites (Emma, Cobertura, CodeCover, Mockit, PIT) for a large set of opensource Java programs from Github
DOI: 10.7910/dvn/caw3zb
title: 2000 Population Census Data Assembly, CHONGQING Municipality; 重庆市2000人口普查统计资料汇编

description: The data files in this study have been created by merging individual per-county census files available as Microsoft Excel spreadsheets. Thus the study contains 111 data files, 1 file per census category. Each of these files contains merged census data for the following counties: WANZHOU 万州区 (500101), FULING 涪陵区 (500102), YUZHONG 渝中区 (500103), DADUKOU 大渡口区 (500104), JIANGBEI 江北区 (500105), SHAPINGBA 沙坪坝区 (500106), JIULONGPO 九龙坡区 (500107), NANAN 南岸区 (500108), BEIBEI 北碚区 (500109), WANSHENG 万盛区 (500110), SHUANGQIAO 双桥区 (500111), YUBEI 渝北区 (500112), BANAN 巴南区 (500113), QIANJIANG 黔江区 (500114), CHANGSHOU 长寿县 (500221), QIJIANG 綦江县 (500222), TONGNAN 潼南县 (500223), TONGLIANG 铜梁县 (500224), DAZU 大足县 (500225), RONGCHANG 荣昌县 (500226), BISHAN 璧山县 (500227), LIANGPING 梁平县 (500228), CHENGKOU 城口县 (500229), FENGDU 丰都县 (500230), DIANJIANG 垫江县 (500231), WULONG 武隆县 (500232), ZHONGXIAN 忠县 (500233), KAI 开县 (500234), YUNYANG 云阳县 (500235), FENGJIE 奉节县 (500236), WUSHAN 巫山县 (500237), WUXI 巫溪县 (500238), SHIZHUTUJIAZUZHZHIXIAN 石柱土家族自治县 (500240), XIUSHANTUJIAZUMIAOZUZHZHIXIAN 秀山土家族苗族自治县 (500241), YOUYANGTUJIAZUMIAOZUZHZHIXIAN 酉阳土家族苗族自治县 (500242), PENGSHUIMIAOZUTUJIAZUZHZHIXIAN 彭水苗族土家族自治县 (500243), JIANGJIN 江津市 (500381), HECHUAN 合川市 (500382), YONGCHUAN 永川市 (500383), NANCHUAN 南川市 (500384).
DOI: 10.7910/dvn/cazusl
title: FSFI Questionnaire Data

description: Data about FSFI Questionnaire
DOI: 10.7910/dvn/qprzd4
title: Replication Data for: The Effectiveness of a Neighbor-to-Neighbor Get-Out-the-Vote Program: Evidence from the 2017 Virginia State Elections

description: We analyze the results of a neighbor-to-neighbor, grassroots get-out-the-vote (GOTV) drive in Virginia, in which unpaid volunteers were encouraged to contact at least three nearby registered voters who were likely co-partisans yet relatively unlikely to vote in the 2017 state election. To measure the campaign’s effectiveness, we used a pairwise randomization design whereby each volunteer was assigned to one randomly-selected member of the most geographically proximate pair of voters. Because some volunteers unexpectedly signed up to participate outside their home districts, we analyze the volunteers that adhered to the original hyper-local program design separately from those that did not. We find that the volunteers in the original program design drove a statistically significant 2.3% increase in turnout, which was concentrated in the first voter pair assigned to each volunteer. We discuss implications for the study and design of future GOTV efforts.
DOI: 10.7910/dvn/qemyeb
title: Electoral Participation of Immigrants in the Local Elections of the Canton of Geneva, Switzerland in 2015

description: Survey on electoral participation in the 2015 municipal election in the Canton of Geneva, Switzerland. Please refer to https://forsbase.unil.ch/project/study-public-overview/13236/0/ for the raw data file. The data provided here are cleaned and recoded.

Includes replication material for Ruedin, Didier. 2017. ‘Participation in Local Elections: “Why Don’t Immigrants Vote More?”’ Parliamentary Affairs.
description: R, null
description: Summary (French): http://web.archive.org/web/20161202200003/http://ge.ch/integration/article/la-participation-des-residents

Executive summary (French): http://web.archive.org/web/20161202200126/http://ge.ch/integration/media/integration/files/documents/etude_participation_summary.pdf

Appendices (French): https://druedin.files.wordpress.com/2019/11/sfm_annexes-gva-vote_160229_.pdf
DOI: 10.7910/dvn/qi3o1p
title: Replication Data for: Improving Access and Quality in Early Childhood Development Programs: Experimental Evidence from The Gambia

description: Replication data and code for Blimpo, Carneiro, Jervis, and Pugatch, "Improving Access and Quality in Early Childhood Development Programs: Experimental Evidence from The Gambia."
DOI: 10.7910/dvn/buqjin
title: Replication Data for: Aid as a Tool against Insurgency: Evidence from Contested and Controlled Territory in Afghanistan

description: These files contain the data for the study, in Stata 13 format, along with the .do files that will reproduce the tables in the article.
DOI: 10.7910/dvn/hra8as
title: Replication data for: Los mitos de la redistritación. Parte 3: Gerrymandering

description: Los mitos de la redistritación. Parte 3: Gerrymandering
DOI: 10.7910/dvn/2d9gzb
title: A00_13602.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/8e3bc056-7c90-4258-96a9-4561b67f70e6'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/8e3bc056-7c90-4258-96a9-4561b67f70e6