cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14030761
title: Data from: Within-individual leaf trait response to local light availability and biodiversity in a subtropical forest experiment

description: This dataset contains 15 leaf traits and the relative light availability from 400 trees at sub-individual level. Leaf samples were collected in August and September 2017 in the BEF-China main experiment (site A) in different sampling heights within the individuals. Samples were taken in 66 plots across all diversity levels of the experimental site. Leaf traits were analysed using near-infrared spectroscopy. Available leaf traits are LDMC, SLA, leaf N, leaf C, CN ratio, leaf Mg, leaf Ca, leaf K, leaf P, leaf S, cellulose, lignin, phenolics and tannin. Additionally, light data is available for each height level.
DOI: 10.5281/zenodo.15584525
title: Data from: Within-individual leaf trait response to local light availability and biodiversity in a subtropical forest experiment

description: This dataset contains 15 leaf traits and the relative light availability from 400 trees at sub-individual level. Leaf samples were collected in August and September 2017 in the BEF-China main experiment (site A) in different sampling heights within the individuals. Samples were taken in 66 plots across all diversity levels of the experimental site. Leaf traits were analysed using near-infrared spectroscopy. Available leaf traits are LDMC, SLA, leaf N, leaf C, CN ratio, leaf Mg, leaf Ca, leaf K, leaf P, leaf S, cellulose, lignin, phenolics and tannin. Additionally, light data is available for each height level.
DOI: 10.7910/dvn/2ou6y7
title: PAWS AND MICROBES: INVESTIGATING THE FELINE MICROBIOME AND ITS IMPACT ON HEALTH AND DISEASE

description: The critical role of microbiota in animal health forms the basis of this comprehensive investigation into the microbial diversity in felines. This study explores the microbiota in several anatomical sites: the gut, oropharynx, bronchoalveolar lavage fluid (BALF), and blood. The findings reveal a complex and highly individualized microbial landscape across each body site. Key bacterial families associated with digestion, immune regulation, and energy metabolism were identified within the gut, with significant variations noted on an inter-individual and gender-specific level. The analysis of oropharynx and bronchoalveolar microbiota demonstrates the dominance of specific bacterial families, again with individual and gender-specific variations. A novel examination of the blood microbiota uncovers individual variations and significant gender-based differences, suggesting the presence of gender-specific microbial patterns in the bloodstream. These findings underscore the necessity for further exploration of the functional roles of specific microbial families and their potential associations with health outcomes. This study lays the groundwork for the development of personalized treatments and interventions for improved feline health management, based on a deeper understanding of the feline microbiota.
DOI: 10.7910/dvn/dhqqhx
title: Replication Data for: Measuring the impact of campaign finance on congressional voting: A machine learning approach

description: Replication data for the paper: "Measuring the impact of campaign finance on congressional voting: A machine learning approach"

Includes:
* metadata for legislators and bills, 
* text embeddings for legislative summaries (sourced from ProPublica Congress Database). Includes 768d LongFormer embeddings and 2d embeddings for visualization (UMAP and Isomap), 
* legislator embeddings: 100d PCA on legislators' financial disclosures, as well as 2d visualization embeddings (UMAP and Isomap), 
* scripts for running the classification and RSA analyses. 

Up to 100d embeddings are provided from the output of PCA for both bills and legislators. 

See README.ipynb for a tour of the datasets as well as starter code.
DOI: 10.7910/dvn/dibwzb
title: Replication data for: The Rise and Decline of Turnout in Congressional Elections (1840-1940)

description: Replication materials for article on turnout in congressional districts from 1840 to 1940. Also includes data on relevant state electoral laws for this period.
DOI: 10.7910/dvn/jxawxx
title: Centro de Investigaciones Sobre la realidad Social (CIRES) [Spain], 1994 (M564V1)

description: The CIRES studies are conducted over a period of months in 1994. In 1994 the studies explore supranational identification, health, attitudes toward immigrants, culture as consumption, demands for social welfare, political and economic culture, orientation towards work, youth, and the environment. Studies are conducted under the supervision of Juan Diez Nicols.

Sample for all months: 1,200 persons of either sex, 18 years old and over, living in Spain. Random sample, stratified by autonomous regions and municipalities according to their size. Field Research: Conducted monthly from January to December, through personal interview at the interviewees' homes, by Redex Network (IOPE-ETMAR). Supervision by A.S.E.P of 20% of the interviews.
description: Subject: STANDARD DEPOSIT TERMS 1.0 Type: DATAPASS:TERMS:STANDARD:1.0 Notes: of the Archive), within the Data Preservation Alliance for the Social Sciences ("Data-PASS") in accordance with the Data-PASS terms (the "Terms") of use (available from: http://www.icpsr.org/Data-PASS). Including permission to: (a) redisseminate copies of the Data Collection in a variety of distribution formats only according to the standard terms of use of the Archive; (b) promote and advertise the Data Collection in any publicity (in any form) for Data-PASS and the Archive; (c) describe, catalog, validate and document the Content; (d) store, translate, copy or re-format the Data Collection in any way to ensure its future preservation and accessibility, improve usability and/or protect respondent confidentiality; (e) incorporate metadata (cataloging information) or documentation regarding this study into public access catalogues. The Archive represents and warrants that the Content conforms to all Terms and that the Archive is lawfully entitled and has full authority to license Data-Pass to use the Materials in the ways described in the Terms.;
DOI: 10.7910/dvn/np8sdi
title: Replication Data for: The Challenge of Maintaining Membership in a Japanese Grassroots Political Movement: The Kagoshima Anti-nuclear Movement and the 2015 Sendai Nuclear Reactor Restart

description: This dataset contains the original excel file, an R database, and an R script for cross-tabulating data for the paper: "The Challenge of Maintaining Membership in a Japanese Grassroots Political Movement: The Kagoshima Anti-nuclear Movement and the 2015 Sendai Nuclear Reactor Restart." This small-n, non-representative sample gives academic a glimpse of Japanese anti-nuclear activist movements in the regions hosting nuclear power plants between 2015 and 2017.
DOI: 10.7910/dvn/rnpmn8
title: CGIAR System Annual Performance Report Data 2017-18 - Contribution to System Level Outcomes

description: SLOs are the CGIAR's highest level goals, aligned with the United Nations Sustainable Development Goals (SDGs). To access CGIAR's Strategy and Results Framework
DOI: 10.7910/dvn/vkulp9
title: Replication Data for: Foreign Fighters and Conflict-Related Sexual Violence

description: Do foreign fighters increase the prevalence of rebel-inflicted sexual violence? Evidence from recent armed conflicts indicates that this may be the case. However, little is known regarding the generalizability and nature of this relationship. This article argues that foreign fighters present local insurgencies with both strategic benefits—i.e., a reduced dependency on local civilians for material support—and organizational challenges—i.e., threats to intra-group cohesion. In combination, these factors increase local rebel commanders’ willingness to institute policies and oversee practices of sexual violence. I test this theory with a mixed methods research design. In the first stage, I estimate a series of ordinal logistic regression models with a sample of 143 rebel groups active from 1989 to 2011. In the second stage, I investigate further with a case study of the Islamic State in Iraq and the Levant. Together, the results demonstrate that when foreign fighters are present in the rank and file, a rebel group is likely to perpetrate more prevalent levels of sexual violence. In addition to explaining group-level differences in rebel-inflicted sexual violence, this study demonstrates how local rebel commanders adjust their internal management strategies to the presence of foreign recruits.
DOI: 10.7910/dvn/i35kln
title: A13_25434.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/b93a8ed6-8777-461e-8c63-d712a6f21d82'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/b93a8ed6-8777-461e-8c63-d712a6f21d82
DOI: 10.7910/dvn/iw7syr
title: A04_14068.JPG

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/b3cf9138-9ab4-34c6-a72c-984ea9f31ced'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/b3cf9138-9ab4-34c6-a72c-984ea9f31ced
DOI: 10.7910/dvn/iwsxjq
title: Replication data for: CAMBODIA (2010): MAP STUDY EVALUATING THE AVAILABILITY OF PSI BIRTH-SPACING AND ABORTION PRODUCTS AND SERVICES IN PHNOM PENH, URBAN AND RURAL AREAS. Sixth Round.

description: MAP studies allow programmers to make an assessment of product availability and accessibility using pre-defined criteria for coverage, quality of coverage and access. The main objective of this sixth round of the MAP survey was to determine the availability of PSI's birth spacing products and services, with specific objectives being to: 1. determine the coverage and quality of coverage of PSI's birth spacing and safe abortion products and services, 2. estimate PSI's birth spacing product market penetration, and 3. measure the coverage of non-PSI's birth spacing products. The study was designed to make comparisons possible between three supervision areas: Phnom Penh, other urban areas, and rural areas. The report presents the findings for birth spacing methods (both short-term and long-term methods), as well as abortion products and services. The MAP methodology employs the Lot Quality Assurance Sampling (LQAS) technique to draw a random sample of 19 small geographic areas in each of the supervision areas (strata: Phnom Penh, other urban areas, rural areas)
DOI: 10.7910/dvn/iyrwxd
title: Replication Data for: The shifting issue content of left-right identification: Cohort differences in Western Europe

description: These Stata files reproduce the results reported in: Steiner, Nils D. (forthcoming): The shifting issue content of left-right identification: Cohort differences in Western Europe, West European Politics.
DOI: 10.7910/dvn/lkjjqo
title: România 2024. Sectorul neguvernamental. Profil, tendințe, provocări. Materiale însoțitoare
title: Materiale însoțitoare

description: Materiale însoțitoare pentru raportul:
Bogdan Voicu (coord.), Simona Constantinescu, Ștefania Andersen, Dana Țălnar-Naghi, Irina Niță, Marton Balogh, Mircea Kivu, Mircea Comșa, Ovidiu Voicu, Bogdan Mihai Radu, Daniela Angi, Vlad Dumitrescu. (2024). România 2024. Sectorul neguvernamental. Profil, tendințe, provocări., București: Fundația pentru Dezvoltarea Societății Civile. 

Materiaile includ:
- anexe (tabele și grafice suplimenatre, capitole suplimentare)
- baze de date
- metodologia colectării datelor
- chestionarele folosite pentru sondajele inițiate

Textul va fi actualizate complet până pe 22.04.2024.
DOI: 10.7910/dvn/rfg1mv
title: Horizontal Inequality, Crosscutting Cleavages, and Civil War

description: In this article, the authors bring together research on horizontal inequality, geographic dispersion of ethnic groups and crosscutting cleavages to present a more holistic theory of ethnic structure and civil war onset. The authors argue that rebel leaders are thwarted in their mobilization efforts in highly crosscutting societies due to a lower probability of potential combatants identifying with nationalist goals, decreased ability to exert social control, and diminished in-group communication. Using cross-national data from over 100 countries, the authors provide evidence that civil war onset is an average of nearly twelve times less probable in societies where ethnicity is crosscut by socioeconomic class, geographic region, and religion.
DOI: 10.7910/dvn/rfmnms
title: Deep features for assessing smile genuineness from video sequences

description: This package contains the deep features extracted from the UvA-NEMO database (https://www.uva-nemo.org/) accompanied with a script (read_bin_file.py) that can be conveniently used for reading these features from the binary files. To extract features from the cropped faces (color images of size 224x224) within each video frame, we exploited the feature extraction part of a VGG-19 convolutional neural network pre-trained on ImageNet (note that the UvA-NEMO images are thus normalized using the mean and standard deviation of ImageNet). For each video sequence, we build a single feature vector with the features extracted from the face regions in all frames, appended one after another. We dump the features from the final layer in the feature extraction part of VGG-19 (after the adaptive average pooling). For each video sequence, we store (in the following order): the number of features, the number of frames, and the height and width of the adaptive average pooling (used after the final convolutional layer), and the features (extracted from the first frame presenting a face, followed by the features extracted from the second frame presenting a face, and so forth). Overall, we have 1240 binary files including the features extracted for 1240 UvA-NEMO sequences manifesting posed and genuine smiles.
DOI: 10.7910/dvn/xical6
title: Replication Data for: Cooperation, information, and keeping the peace: Civilian engagement with peacekeepers in Haiti

description: Cultivating cooperation with local populations is necessary for peacekeeping operations to effectively prevent and reduce violence. To accomplish their missions in complex foreign theaters of operation, peacekeepers must solicit information about local political actors, social networks, and violence. Under what conditions do local populations cooperate with United Nations peacekeepers? How does exposure to peacekeeping security activities, relief activities, or abuse – three of the primary ways that local communities experience peacekeepers – affect the likelihood that individuals cooperate with peacekeepers by providing information to them? Using an original survey of a random sample of residents of metropolitan Port-au-Prince, Haiti, we show that people who are exposed to security and relief activities by the United Nations peacekeeping operation, MINUSTAH, have more positive opinions of how effective they are, and are more willing to cooperate with peacekeepers by providing them with information. On the other hand, exposure to abuse dramatically undermines civilian opinions of how effective, benevolent, and abusive peacekeepers are but has a smaller effect on cooperation. These findings present an opportunity and challenge for peacekeepers: if public opinion and cooperation are responsive to peacekeeper policy, then peacekeepers must deliver services and prevent abuse in order to solicit the cooperation that is necessary for mission success.
DOI: 10.7910/dvn/lepaf5
title: West Malaysian Family Survey, 1966-1967: Supplemented with Treiman Prestige Scores

description: The 1966-1967 West Malaysian Family Survey was a national probability survey undertaken to gather baseline data on fertility and family planning knowledge, attitudes, and practices. Although the Survey was focused upon fertility and family planning topics, it contains a wealth of data on other socioeconomic and demographic characteristics of the population of Peninsular Malaysia. The data was later re-coded by Professor Treiman with Prestige Scores.
description: Subject: STANDARD DEPOSIT TERMS 1.0 Type: DATAPASS:TERMS:STANDARD:1.0 Notes: The UCLA Social Science Data Archive (“the Archive”) gives permission and any required licenses to Data-PASS to make the Content available for archiving, preservation and access (with permission of the Archive), within the Data Preservation Alliance for the Social Sciences ("Data-PASS") in accordance with the Data-PASS terms (the "Terms") of use (available from: http://www.icpsr.org/Data-PASS). Including permission to: (a) redisseminate copies of the Data Collection in a variety of distribution formats only according to the standard terms of use of the Archive; (b) promote and advertise the Data Collection in any publicity (in any form) for Data-PASS and the Archive; (c) describe, catalog, validate and document the Content; (d) store, translate, copy or re-format the Data Collection in any way to ensure its future preservation and accessibility, improve usability and/or protect respondent confidentiality; (e) incorporate metadata (cataloging information) or documentation regarding this study into public access catalogues. The Archive represents and warrants that the Content conforms to all Terms and that the Archive is lawfully entitled and has full authority to license Data-Pass to use the Materials in the ways described in the Terms.;
DOI: 10.7910/dvn/npukby
title: Synapse loss and dendrite remodeling in a mouse model of glaucoma

description: This dataset contains image stacks through retinal ganglion cells. The cells were transfected with an AAV2-based vector carrying the coding sequence for a fusion protein from PSD95 and GFP. This leads to individual excitatory synapses been stained in green. The cytoskeleton was counterstained with an antibody against neurofilaments. The cells were digitized using simple neurite tracer (Image J). There are image stacks from non-glaucomatous D2.Gpnmb+ mice, 11 months-old DBA/2J mice (with glaucoma), from control C57bl/6 mice, and from C57bl/6 mice 2 weeks after optic nerve crush. All images were taken on a Leica SP5 confocal microscope with a 63x glycerol immersion lens at and optical zoom of 2. Step size in the z dimension was 0.5 um.
DOI: 10.7910/dvn/rnw3cy
title: Radiation-Induced Lung Toxicity in Mice Irradiated in a Strong Magnetic Field - Mouse 46

description: Mouse 46: Irradiated 05/18/2016 Pre Scan: 05/17/2016 Post Scan: 10/04/2016
DOI: 10.15468/dl.ep858m
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oenothera glazioviana",
 "Country is Moldova, Republic of",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025756-250811113504898/datasets/export for details.
DOI: 10.6084/m9.figshare.13409096.v1
title: NEE and LAI prediction metrics for DALEC model suite (COMPLEX experiment)

description: These csv files contain performance metrics corresponding to the DALEC model runs performed in the COMPLEX experiment.<br>"COMPLEX_NEE.csv": metrics for NEE predictions"COMPLEX_LAI.csv": metrics for LAI predictions<br><b>Column A</b> ("model_site_EDCstate_experiment") = run identifier<i>Experiment identifiers are defined as follows. Each experiment identifier contains a numeric value (error scalar) and a letter (data types assimilated), e.g. 'exp1a' corresponds to runs with only NEE assimilated at 50% of its assumed observational error.</i>- exp1: 50% error scalar- exp2: 100% error scalar- exp3: 150% error scalar- exp4: 200% error scalar- expa: NEE only assimilated- expb: NEE, LAI assimilated- expc: NEE, LAI, biomass assimilated- expd: LAI only assimilated- expe: LAI, biomass assimilated- expf: no observations assimilated<br><b>Column B</b> ("dimensionality") = model effective complexity<b>Column C</b> ("hist_int_calibration") = histogram intersection in the calibration period<b>Column D</b> ("hist_int_forecast") = histogram intersection in the forecast period<b>Column E</b> ("n_parameters") = number of model parameters
DOI: 10.6084/m9.figshare.17105060.v1
title: RAW DATA GAMES .xlsx

description: The raw data for the extraction of the information related to the periods of submaximal intensity
DOI: 10.6084/m9.figshare.24962498.v2
title: A Composite Likelihood-Based Approach for Change-Point Detection in Spatio-Temporal Processes

description: This article develops a unified and computationally efficient method for change-point estimation along the time dimension in a nonstationary spatio-temporal process. By modeling a nonstationary spatio-temporal process as a piecewise stationary spatio-temporal process, we consider simultaneous estimation of the number and locations of change-points, and model parameters in each segment. A composite likelihood-based criterion is developed for change-point and parameter estimation. Under the framework of increasing domain asymptotics, theoretical results including consistency and distribution of the estimators are derived under mild conditions. In contrast to classical results in fixed dimensional time series that the localization error of change-point estimator is Op(1), exact recovery of true change-points is possible in the spatio-temporal setting. More surprisingly, the consistency of change-point estimation can be achieved without any penalty term in the criterion function. In addition, we further establish consistency of the change-point estimator under the infill asymptotics framework where the time domain is increasing while the spatial sampling domain is fixed. A computationally efficient pruned dynamic programming algorithm is developed for the challenging criterion optimization problem. Extensive simulation studies and an application to the U.S. precipitation data are provided to demonstrate the effectiveness and practicality of the proposed method. Supplementary materials for this article are available online.
DOI: 10.6084/m9.figshare.28740092.v1
title: Draft Genome of Angelica Biserrata

description: Draft genome of Angelica Biserrata (Traditional Chinese Medicinal Herbs)
DOI: 10.6084/m9.figshare.14706903.v1
title: Covid-19 data

description: Covid-19
DOI: 10.6084/m9.figshare.16575212.v1
title: Deep to shallow sulfide saturation at Nisyros active volcano

description: This dataset includes the following:<br><b>Table 1</b>. Sample description<br><b>Table 2</b>. Whole rock XRF and LA-ICP-MS major and trace element chemistry of Nisyros volcano, Greece<b>Table 3</b>. Sulfide abundance in enclaves, cumulates and host lavas of Nisyros based on image analysis (ImageJ© 1.38 software).<b>Table 4</b>. In situ EPMA sulfide chemical analysis for major and minor elements.
DOI: 10.6084/m9.figshare.21257808.v3
title: Supplementary materials

description: These supplementary documents show full transcriptomic (supplementary file 1) and GSEA analysis (supplementary file 2) results. Additionally, the expression of specific ECM-proteins in the lung of non-smoker control patients was analyzed and the results are included in supplementary file 3.