cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/7eqvqt
title: Spatiotemporal convolutional approach for the short-term forecast of hourly heavy rainfall probability integrating numerical weather predictions and surface observations

description: The hourly rainfall observations used in this project are recorded from 5718 automatic weather stations (AWS) located in the Jiangsu region in eastern China (30° -35.95°N, 116.05° -122°N. The NWP results are derived from the Precision Weather Analysis and Forecasting System (PWAFS), which is the operational NWP model run by the Jiangsu Meteorological Bureau, China. It consists of the WRF-ARW model version 3.9.1 and a three-dimensional variational data assimilation system.

example:
import numpy as np
lat_min = 30
lat_max = 35.95
lon_min = 116.05
lon_max = 122
lat1d = np.linspace(lat_min, lat_max, 120)
lon1d = np.linspace(lon_min, lon_max, 120)
grid_lat, grid_lon = np.meshgrid(lat1d, lon1d, indexing="ij")
np.load("/AWS/xxx/xxx/xxx.npy") ## UTC time
DOI: 10.7910/dvn/7f8x2d
title: Petition of Valentine Pease

description: &lt;p&gt;Petition subject: Property &lt;/p&gt; &lt;p&gt;Original: &lt;a href="http://nrs.harvard.edu/urn-3:FHCL:13481278"&gt;http://nrs.harvard.edu/urn-3:FHCL:13481278&lt;/a&gt; &lt;/p&gt; &lt;p&gt;Date of creation: 1829-01-09 &lt;/p&gt; &lt;p&gt;Petition location: Edgartown &lt;/p&gt; &lt;p&gt;Legislator, committee, or address that the petition was sent to: Committee on the petition of Cornelius Huxford &lt;/p&gt; &lt;p&gt;Selected signatures:&lt;ol&gt;&lt;li&gt;Valentine Pease&lt;/li&gt;&lt;li&gt;John Osborn&lt;/li&gt;&lt;li&gt;Benjamin Pease&lt;/li&gt;&lt;li&gt;John Coffin&lt;/li&gt;&lt;li&gt;William Brown&lt;/li&gt;&lt;li&gt;William King&lt;/li&gt;&lt;li&gt;Joseph Ripley&lt;/li&gt;&lt;li&gt;Daniel Fisher&lt;/li&gt;&lt;/ol&gt; &lt;/p&gt; &lt;p&gt;Actions taken on dates: 1829-01-15 &lt;/p&gt; &lt;p&gt;Legislative action: Received in the House on January 15, 1829 and committed to the committee on the petition of Cornelius Huxford &lt;/p&gt; &lt;p&gt;Total signatures: 25.0 &lt;/p&gt; &lt;p&gt;Legislative action summary: Received, committed &lt;/p&gt; &lt;p&gt;Legal voter signatures (males not identified as non-legal): 25.0 &lt;/p&gt; &lt;p&gt;Female only signatures: No &lt;/p&gt; &lt;p&gt;Identifications of signatories: proprietors of land on the island of Chappequiddick in Dukes County, proprietors adjoining the Indian line fence on said island &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;: Manuscript &lt;/p&gt; &lt;p&gt;Native American tribe: Chappaquiddick &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; &lt;p&gt;Additional non-petition or unrelated documents available at archive: additional documents available &lt;/p&gt; &lt;p&gt;Additional archivist notes: Chappaquiddick, remonstrate, Cornelius Huxford, not be granted, committee, order, attested copy, fences, proprietors, lands, remote, notification, officer, returns, sheriff, hearing, cattle, "reverse is the fact," repair, expenses, intrusion, not a proprietor, no person in Dukes County by the name of John Huxford Jr., petitioning, Indian guardians, 1787, patentees, purchasers, shares, in common and undivided, common and general fields, 1790, act, clerk, meeting, 1796, enclosed, improvement, wood land, boundaries, litigation, disputes, trespass, soil &lt;/p&gt; &lt;p&gt;Location of the petition at the Massachusetts Archives of the Commonwealth: St. 1828, c.109, passed March 2, 1829 &lt;/p&gt;
DOI: 10.7910/dvn/8vf8rv
title: The corruption-income inequality trap: a study of Asian countries

description: The existence of ambiguity in the study of the impact of corruption on economic growth, namely the grease the wheel hypothesis and sand the wheel hypothesis, trigger this research to look at the impact of corruption through another perspective, i.e. income inequality. This study identifies the mutual influence between corruption and income inequality in Asian countries, because in general, Asian countries have high levels of corruption and poor governance. This research attempts to contribute literature on the theoretical modeling of the effect of corruption on income inequality, using the Ramsey Growth model’s development. Using the Ordinary Least Square (OLS), Tobit, and Two Stage Least Square (2SLS) methods, this study also proves that a reciprocal influence exists between corruption and income inequality in Asia, otherwise known as the corruption-inequality trap. The results show that the higher the level of corruption is, this can aggravate income inequality, and the higher the income inequality level is, this can affect the level of corruption in Asian countries. Other variables that have a robust effect on income inequality in Asia are per capita income, the gross enrollment rate in primary education, population growth, foreign direct investment, and governance.
DOI: 10.7910/dvn/u9t6xp
title: A86_950.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/e0cfbf1e-39d9-58ca-5185-342c0474d604'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/e0cfbf1e-39d9-58ca-5185-342c0474d604
DOI: 10.7910/dvn/umueok
title: Replication Data for: Militarization and Perceptions of Law Enforcement in the Developing World: Evidence from a Conjoint Experiment in Mexico

description: Although a growing body of research suggests that the constabularization of the military for domestic policing is counterproductive, this increasingly prevalent policy has nonetheless enjoyed widespread support in the developing world. This study advances our understanding of the consequences of militarization for perceptions of law enforcement: whether visual features shape perceptions of effectiveness, respect for civil liberties, proclivity for corruption, and acceptance of militarization in one’s own neighborhood. Based on a nationally representative, image-based, conjoint experiment conducted in Mexico, we find that military weapons and uniforms enhance perceptions of effectiveness and respect for civil liberties, and that the effect of military uniform becomes greater with increased military presence. We also find that gender shapes perceptions of civil liberties and corruption, but we find no effect for skin color. The findings suggest that a central feature of militarization linked to greater violence—military weapons—is paradoxically a key factor explaining favorable attitudes, and that women can play a crucial role in improving perceptions of law enforcement.
DOI: 10.7910/dvn/qlo0xf
title: Project Access, 1987-1990

description: This study explored two alternative models for the later careers of successful women scientists: the "glass ceiling" and the "threshold." Specifically, Holton asked whether distinguished women scientists, having overcome gender-specific barriers during training, continued to face such obstacles (indicating a "glass ceiling") or reached a "threshold" after which their careers proceeded without such barriers. The sample consisted of 804 scientists, including 295 women, all of whom were former Bunting Fellows, National Research Council Associates, or National Science Foundation Postdoctoral Fellows. This subsample of women represents a significant portion of elite female scientists in the country.
&lt;br /&gt;&lt;br /&gt; Participants received a lengthy questionnaire focusing on experiences during graduate school and the fellowship, research style, current employment, personal history, and influences in career selection. Over the course of the next two years, a subsample of 200 participants (approximately half men and half women matched for academic age, field, and current position) participated in face-to-face interviews. These took from two to three hours, were semi-structured, and consisted of in-depth questions on similar topics.&lt;br /&gt;&lt;br /&gt; The Murray Research Archive holds original record paper questionnaires, interviews, and numeric file data for all participants. &lt;br/&gt;&lt;br /&gt;&lt;b&gt;Audio Data Availability Note:&lt;/b&gt; This study contains audio data that have been digitized. There are 593 audio files available.
DOI: 10.15468/dl.jn8nh3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Proceratophrys mantiqueira Mângia, Santana, Cruz & Feio, 2014)",
 "Country is one of (Algeria, Angola, Benin, Botswana, British Indian Ocean Territory, Burkina Faso, Burundi, Cabo Verde, Cameroon, Central African Republic, Chad, Comoros, Congo, Congo, Democratic Republic of the, Côte d’Ivoire, Djibouti, Egypt, Equatorial Guinea, Eritrea, Eswatini, Ethiopia, French Southern Territories, Gabon, Gambia, Ghana, Guinea, Guinea-Bissau, Kenya, Lesotho, Liberia, Libya, Madagascar, Malawi, Mali, Mauritania, Mauritius, Mayotte, Morocco, Mozambique, Namibia, Niger, Nigeria, Réunion, Rwanda, Saint Helena, Ascension and Tristan da Cunha, Sao Tome and Principe, Senegal, Seychelles, Sierra Leone, Somalia, South Africa, South Sudan, Sudan, Tanzania, United Republic of, Togo, Tunisia, Uganda, Western Sahara, Zambia, Zimbabwe)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017932-250525065834625/datasets/export for details.
DOI: 10.7910/dvn/7e07x8
title: California Poll: 8903 -- July 12-23, 1989

description: The Field Poll, established in 1945 as The California Poll by Mervin Field, has operated continuously as an independent, non-partisan, media-sponsored public opinion news service. Each year the Field Polls cover a wide range of political and social topics examining California public opinion. Continuing measures are made of voter support for leading political figures vying for major state and federal offices, job ratings of important political figures and reactions to significant political events. Voter awareness, understanding and predispositions of major campaign issues and salient statewide ballot propositions are also tracked over time. For poll 8903 N=993.
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/qvmfpz
title: Replication Data for: Machine Learning Prediction of H Adsorption Energies on Ag Alloys

description: The data underlying this published work have been made publicly available in this repository as part of the IMASC Data Management Plan. This work was supported as part of the Integrated Mesoscale Architectures for Sustainable Catalysis (IMASC), an Energy Frontier Research Center funded by the U.S. Department of Energy, Office of Science, Basic Energy Sciences under Award # DE-SC0012573.
DOI: 10.7910/dvn/wudl2x
title: Replication Data for: Behavioral effects of tax withholding on tax compliance: Implications for information initiatives

description: This data set is being submitted to allow replication of results presented in the referenced manuscript.
DOI: 10.5281/zenodo.18429294
title: NAVOIY RUBOIYLARIDA NOMA TA'RIFI

description: Ushbu maqolada Alisher Navoiyning “Xazoyin ul maoniy” kulliyotida keltirilgan noma ta’rifidagi ruboiylari badiiy jihatdan tahlil qilingan boʻlib, ruboiylardagi shaklan va mazmunan oʻxshash va farqli jihatlar qisqacha tahlillar asosida yoritib berishga harakat qilingan.
DOI: 10.5281/zenodo.18429295
title: NAVOIY RUBOIYLARIDA NOMA TA'RIFI

description: Ushbu maqolada Alisher Navoiyning “Xazoyin ul maoniy” kulliyotida keltirilgan noma ta’rifidagi ruboiylari badiiy jihatdan tahlil qilingan boʻlib, ruboiylardagi shaklan va mazmunan oʻxshash va farqli jihatlar qisqacha tahlillar asosida yoritib berishga harakat qilingan.
DOI: 10.5281/zenodo.15753790
title: Analysis of mK-Transport Data on HgTe/HgCdTe Thin Films

description: This repository contains data, metadata, and code analyzing mK-transport data on HgTe/HgCdTe thin films with thicknesses of 26nm, 45nm, 70nm, and 110nm.

The data are organized in subfolders that are named by figure. Metadata and details on the band structure calculations are included in the Jupyter notebooks or found in separate README.md markdown files. The measurement data is shown in multiple figures and is hence organized in a separate, combined folder.

File informationdata_and_code.zip:  Zip-compressed archive of figure and measurements folders.

File Extensions*.csv            Comma-separated values of measurement data, calculation, and simulation results*.md            Markdown metadata file*.ipynb         Jupyter Notebook file for data analysis and drawing a figure*.mplstyle    Matplotlib style sheet used in Jupyter Notebook files for drawing a figure*.opju           OriginLab 2021 files for drawing a figure
DOI: 10.5281/zenodo.18429111
title: Analysis of mK-Transport Data on HgTe/HgCdTe Thin Films

description: This repository contains data, metadata, and code analyzing mK-transport data on HgTe/HgCdTe thin films with thicknesses of 26nm, 45nm, 70nm, and 110nm.

The data are organized in subfolders that are named by figure. Metadata and details on the band structure calculations are included in the Jupyter notebooks or found in separate README.md markdown files. The measurement data is shown in multiple figures and is hence organized in a separate, combined folder.

File informationdata_and_code.zip:  Zip-compressed archive of figure and measurements folders.

File Extensions*.csv            Comma-separated values of measurement data, calculation, and simulation results*.md            Markdown metadata file*.ipynb         Jupyter Notebook file for data analysis and drawing a figure*.mplstyle    Matplotlib style sheet used in Jupyter Notebook files for drawing a figure*.opju           OriginLab 2021 files for drawing a figure
DOI: 10.15468/dl.t2jdkb
title: Occurrence Download

description: A dataset containing 257 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acanthus ilicifolius",
 "HasCoordinate is true",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2010",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "not" : {
 "HasGeospatialIssue" : [
 "is true"
 ]
 }
 }
 ]
}

 The dataset includes 257 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001712-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.22008/fk2/ihvdxl
title: Groundwater chemistry data for the fourth River Basin Management Plan (Vandområdeplan 4)

description: Groundwater chemistry datasets for the fourth River Basin Management Plan 2027-2032 (Vandområdeplan 4, VP4), to be used primarily in the qualitative risk, status, and trend assessments. Some of the data could also support tasks under the quantitative status assessments. These datasets were prepared as part of the project “Etablering af kemiske grunddata til Vand-områdeplan IV”, funded by The Danish Agency for Green Transition and Aquatic Environment (Styrelsen for Grøn Arealomlægning og Vandmiljø, SGAV, 2025).
DOI: 10.15468/dl.mp3v5w
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudovesicaria digitata",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 16 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001714-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3929/ethz-b-000745429
title: Dataset including 20 years of daily CO2 fluxes, meteorological data, and management information during regrowth periods from the intensively managed grassland site Chamau
DOI: 10.15468/dl.dehs5k
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-61.86067 15.82845,-60.91502 15.82845,-60.91502 16.53024,-61.86067 16.53024,-61.86067 15.82845))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Centris smithii"
 ]
}

 The dataset includes 10 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001715-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18429321
title: JIGAR STEATOZI (NAFLD): KLINIK BELGILARI, DIAGNOSTIK MEZONLARI VA DAVOLASH STRATEGIYALARI

description: Non-alkogolsiz yog‘li jigar kasalligi (NAFLD) jigar hujayralarida ortiqcha yog‘ to‘planishi bilan kechadigan surunkali kasallik bo‘lib, u metabolic syndrome, semizlik, 2-tur qandli diabet va dislipidemiya bilan yaqin bog‘liqdir. NAFLD oldindan simptomlarsiz kechishi mumkin, shuning uchun kasallik ko‘pincha kech bosqichda aniqlanadi. Uni erta aniqlash va profilaktika qilish jigar sirrozi, fibroz va gepatosellyulyar karsinoma kabi og‘ir asoratlarning oldini oladi. Mazkur maqolada NAFLDning epidemiologiyasi, patogenezi, klinik belgilar, diagnostika mezonlari, davolash usullari va amaliy tavsiyalar keng yoritilgan.
DOI: 10.5281/zenodo.18429322
title: JIGAR STEATOZI (NAFLD): KLINIK BELGILARI, DIAGNOSTIK MEZONLARI VA DAVOLASH STRATEGIYALARI

description: Non-alkogolsiz yog‘li jigar kasalligi (NAFLD) jigar hujayralarida ortiqcha yog‘ to‘planishi bilan kechadigan surunkali kasallik bo‘lib, u metabolic syndrome, semizlik, 2-tur qandli diabet va dislipidemiya bilan yaqin bog‘liqdir. NAFLD oldindan simptomlarsiz kechishi mumkin, shuning uchun kasallik ko‘pincha kech bosqichda aniqlanadi. Uni erta aniqlash va profilaktika qilish jigar sirrozi, fibroz va gepatosellyulyar karsinoma kabi og‘ir asoratlarning oldini oladi. Mazkur maqolada NAFLDning epidemiologiyasi, patogenezi, klinik belgilar, diagnostika mezonlari, davolash usullari va amaliy tavsiyalar keng yoritilgan.
DOI: 10.17028/rd.lboro.31205845
title: Supplementary information files for "Perioperative medicine for older people undergoing surgery scale up (POPS-SUp): study protocol"

description: Supplementary files for article "Perioperative medicine for older people undergoing surgery scale up (POPS-SUp): study protocol"<br><br><b>Background</b>Surgery provides definitive management of many age-related diseases, relieving symptoms or extending life. Age-related physiological decline, multimorbidity, and frailty predispose older people to postoperative complications and incomplete functional recovery, with resultant health and social care costs. These age-related conditions can be optimized using Comprehensive Geriatric Assessment (CGA), thus mitigating perioperative risk to improve clinical outcomes with cost-effectiveness. National organizations advocate CGA-based services for older surgical patients. However, there is variation in the provision of CGA-based perioperative medicine for older people undergoing surgery (POPS) services across the UK National Health Service, resulting in inequitable access for older surgical patients at higher risk, unnecessary deaths, complications, and financial cost. The aim of the POPS Scale Up (POPS-SUp) study is to determine whether CGA-based POPS services can be implemented at scale to cost-effectively improve clinical outcomes for older patients undergoing surgery.<b>Methods</b>A mixed-methods hybrid implementation–effectiveness interrupted time series study will examine the use of a coproduced implementation strategy to embed CGA-based POPS services at scale in the UK. Co-primary implementation–effectiveness outcomes will be used, namely reach and length of hospital stay, respectively. Evaluation will include an embedded process evaluation, quantitative evaluation of clinical effectiveness and cost-effectiveness, and qualitative appraisal of patient and staff experience. The proposed analysis is to embed a process evaluation using real-time framework analysis, enabling iterative refinement and evaluation of the implementation strategy. Accepted interrupted time series analysis will be used to examine and compare outcomes per participating site. A predefined dissemination strategy has been co-designed with patients/carers, clinical community of practice, and organizational bodies.<b>Conclusion</b>The anticipation is that POPS-SUp will have impact at the individual (patient and clinician), organizational, and policy levels in the perioperative setting, but with additional potential application to other clinical settings.Registration numbers: ISRCTN 45327 (https://www.isrctn.com/); NIHR 157443 (https://www.nihr.ac.uk/).