cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/rcb8rx
title: Replication Data for: "When Green Trade Backfires: The Uneven Effects of the EU Timber Regulation on Deforestation"

description: This repository contains replication data for the corresponding paper.
DOI: 10.7910/dvn/sistdq
title: Replication Data for: Countering Security-induced Government Non-Responsiveness with Nonprofit Technology: Evidence from Hong Kong

description: Access to information (ATI) laws have now been widely adopted by a diverse array of countries and political systems. Yet, the effectiveness of such laws in ensuring that government agents respond appropriately to ATI requests is highly uneven. We contend that at least two factors matter for government responsiveness in this context---bureaucratic incentives and nonprofit technology. In the former case, government agencies often have incentives to be non-responsive to ATI requests when confronted, or empowered, by security concerns. On the other hand, nonprofits and nonprofit technology can offset such incentives, thereby improving responsiveness. We evaluate these contentions in relation to the Hong Kong government's responsiveness to individual ATI requests. In doing so, we consider the countervailing effects of (i) Hong Kong’s National Security Law and (ii) the increasing role of nonprofit technology in Hong Kong’s ATI ecosystem. Our findings confirm our expectations and suggest that Hong Kong's National Security Law worsened responsiveness to ATI requests whereas nonprofit technology's growing role in this context improved responsiveness. On balance, the latter effect offsets the former, underscoring the critical role of nonprofit technology in safeguarding ATI against government backsliding.
DOI: 10.26078/5wyz-f505
title: Raw data files contributing to "Changes in ApoE and TIMP-1 Expression Correlate with Outer Blood-Retinal Barrier Disruption in an In Vitro Model of Retinal Aging"

description: Age-related macular degeneration (AMD) is a leading cause of blindness worldwide. Unfortunately, the early stages of this disease are poorly understood, which has led to limited treatment options. Investigating normal changes in tissues eventually affected by AMD can further elucidate the mechanisms of disease progression and lead to novel therapeutic targets. The primary cell layer affected in AMD is the retinal pigment epithelium (RPE), which forms the outer blood-retinal barrier (oBRB). Beneath the RPE lies Bruch’s membrane, a proteinaceous layer that naturally thickens and stiffens with age. These changes to Bruch’s membrane are also implicated in RPE dysfunction and AMD progression. To investigate the relationship between normal, age-related changes in Bruch’s membrane and AMD development, we engineered a tunable in vitro model of Bruch’s membrane to support primary porcine RPE cells. We performed transepithelial electrical resistance (TEER) measurements, viability assays, morphological analysis, immunocytochemistry, and enzyme-linked immunosorbent assays (ELISA) to evaluate monolayer integrity and angiogenic factor expression. Cells cultured on our aged model exhibited changes similar to those seen in AMD, including reduced monolayer integrity, the formation of sub-RPE deposits, and eventual cell death. Notably, apolipoprotein E (ApoE), a known drusen component and Alzheimer’s disease marker, was overexpressed prior to deposit accumulation and cell death. Regions of ApoE overexpression corresponded with disrupted expression of zonula occludens-1, a junctional protein. While most angiogenic factors remained unchanged, tissue inhibitor of metalloproteinases-1 (TIMP-1) was transiently overexpressed before cell death. These findings suggest that ApoE and TIMP-1 may play key roles in early AMD pathogenesis and represent potential targets for future therapeutic intervention
DOI: 10.7910/dvn/uutz2y
title: Map of the Interstellar Continuum FUV Field within 800 Parsecs

description: We provide 4 versions of the FUV radiation map extending out to 800 pc from the Sun. These fall into 2 categories.
Files containing the string 'bins' are 4-dimensional arrays of size 161x161x161x6, where 161 is the number of spatial grid cells in x, y, and z, and 6 is the number of spectral bins, as dictated in Table 1 in our paper. The remaining files are 161x161x161x1 arrays, which contain the total FUV energy density in erg/cm^3 over the wavelength range 91.18-206.64nm.
All maps follow an (x, y, z) order in Galactic Cartesian coordinates. Each grid represents a cubic volume of 10x10x10 pc^3. In Python convention, the array element arr[0, 0, 0] corresponds to the spatial position (x, y, z) = (-800, -800, -800) pc.
We also provide our stellar catalog, which is divided into 2 subsets. The data for each star was acquired as per Figure 2 in our paper.
The individual files are defined as follows:
'uv_map.npy': The total FUV radiation field without any corrections.
'uv_map_smoothed.npy': A smoothed version of the total FUV map, where distances of stars to each grid center are artificially increased, as described by Eq. 6 in our paper.
'uv_map_bins.npy': The total FUV in each of the six spectral bins listed in Table 1.
'uv_map_absorption_bins.npy': Array containing the binned FUV computed using extinction that only includes the absorption cross-section, as described in section 4.2 in our paper.
'uv_map_catalog_part1.csv': Part 1 of the stellar catalog.
'uv_map_catalog_part2.csv': Part 2 of the stellar catalog.
Each of the columns for the catalogs are described as follows:
ID: Pastel ID
source_id: GAIA DR3 ID
TYC: Tycho ID
HIP: Hipparcos ID
VT_mag: Tycho-V magnitude (mag)
Teff: Effective temperature (K)
logg: Log-base 10 of surface gravity in cgs (dex).
met: [Fe/H] (dex)
A_V: Visual extinction (mag)
x, y, z: Galactic Cartesian coordinates (pc)
radius: Stellar radius (R_SUN)
mass: Stellar mass (M_SUN)
u_1, u_2, ..., u_6: Integrated energy density (flux divided by c) for each of the six bins described in Table 1.
DOI: 10.15468/dl.q9vyrb
title: Occurrence Download

description: A dataset containing 539 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "NetworkKey is 99d66b6c-9087-452f-a9d4-f15f2c2d0e7e",
 "TaxonKey is Chordata"
 ]
 },
 {
 "and" : [
 "TaxonKey is one of (Junco hyemalis [GBIF Backbone Taxonomy])",
 "InstitutionCode is one of (UCLA)"
 ]
 }
 ]
}

 The dataset includes 539 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003515-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rqc4yy
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ochotona whartoni"
 ]
}

 The dataset includes 17 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003516-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kvwwrt
title: Occurrence Download

description: A dataset containing 13910 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Cascabela thevetia"
 ]
}

 The dataset includes 13910 records from 517 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003514-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/otoo4i
title: Network Pharmacology and Molecular Simulations Reveal Amentoflavone and Myo-Inositol as Potential Multi-Target Antivirals from Selaginella bryopteris. Dataverse

description: Dataset assiciated to the manuscript "Network Pharmacology and Molecular Simulations Reveal Amentoflavone and Myo-Inositol as Potential Multi-Target Antivirals from Selaginella bryopteris"
DOI: 10.7910/dvn/8xk8sq
title: SIEX 35443 - Bioprospecção de linhagens de Sorgo e Milho com potencial para resistência ao Pratylenchus brachyurus

description: Os nematoides constituem um dos principais desafios fitossanitários da agricultura brasileira, exigindo a adoção integrada de diferentes estratégias de manejo para possibilitar a redução efetiva das suas populações no campo. O controle genético é uma das estratégias mais importantes para o manejo dos nematoides, pois pode ser aplicada em grandes extensões de terras e não possuem toxicidade ao meio ambiente e aos seres humanos. Entretanto, para que os produtores tenham acesso aos cultivares altamente produtivos e resistentes aos nematoides, é necessário que as empresas de melhoramento genético direcionem seus esforços no desenvolvimento desses cultivares resistentes. Sendo assim, Parceria Público-Privada (PPP) possibilitam alinhar as necessidades das empresas do setor produtivo em acompanhar os avanços tecnológicos, com as Universidades, que podem apoiar o uso de inovações relevantes para o sistema agrícola. Empresas de melhoramento genético demandam de ensaios de bioprospecção de híbridos de sorgo e milho com potencial resistência a nematoides. Tais ensaios apresentam elevada complexidade e requerem expertise técnica para sua correta execução.
DOI: 10.15468/dl.w8k76t
title: Occurrence Download

description: A dataset containing 10848 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Plethodon montanus",
 "Year 1899-2026"
 ]
}

 The dataset includes 10848 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003517-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/bq5w5w
title: Replication Data for: Digital Health Technologies in Non-Pharmacological Interventions for people with Multiple Sclerosis

description: Dataset for the review of non-pharmacological DHT-delivered interventions for pwMS, emphasizing their current use, characteristics, sample details, and gaps
DOI: 10.15468/dl.65ys4w
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((97.854 3.034174, 97.78363899999999 3.028605, 97.715013 3.012035, 97.64981299999999 2.984873, 97.589646 2.947788, 97.535994 2.901694, 97.490179 2.847727, 97.453328 2.787218, 97.42634700000001 2.721656, 97.40989999999999 2.652657, 97.40438899999999 2.58192, 97.409949 2.511187, 97.42644 2.442199, 97.453456 2.376655, 97.49033 2.316167, 97.536153 2.262225, 97.589797 2.216155, 97.649942 2.179092, 97.715107 2.151947, 97.783688 2.135388, 97.854 2.129823, 97.924312 2.135388, 97.992893 2.151947, 98.058058 2.179092, 98.11820299999999 2.216155, 98.171847 2.262225, 98.21767 2.316167, 98.254544 2.376655, 98.28156 2.442199, 98.298051 2.511187, 98.303611 2.58192, 98.29810000000001 2.652657, 98.28165300000001 2.721656, 98.254672 2.787218, 98.217821 2.847727, 98.172006 2.901694, 98.118354 2.947788, 98.058187 2.984873, 97.992987 3.012035, 97.924361 3.028605, 97.854 3.034174))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003518-260120142942310/datasets/export for details.
DOI: 10.6084/m9.figshare.31053259.v11
title: Supplement and supporting data files for manuscript "Bee (Hymenoptera: Apoidea: Anthophila) roadkill across Texas, United States of America, compared with other studies" by James L. Tracy, Shelby K. Kilpatrick, Karen Wright, Elise V. Voltura, Anna-Capri Perez, Jasper Klein, Adrienne Brundage, and Robert Coulson.

description: This repository collection includes the Supplement and supporting data files for the following manuscript: Tracy, J.L., Kilpatrick, S.K., Wright, K., Voltura, E.V., Perez, A.C., Klein, J., Brundage, A., & Coulson, R. 2026. Bee (Hymenoptera: Apoidea: Anthophila) roadkill across Texas, United States of America, compared with other studies.The following folders are included:SupplementalMaterialDoc: Includes a Word document and PDF of the Supplement referred to in the Manuscript, including text on Materials and methods, Results, References (cited in Supplement), Tables S1–S4, and Figures S1–S8.BeeRoadkillData: Includes various csv files (some with corresponding Excel xlsx files and some including Texas roadside transect geocoordinates) for analysis of Texas roadkill data using the R script “BeeRoadkillRatesTexas.R”, Utah roadkill data using the R script “WilsonetalUtahRoadkillDataSummary.R”, Tennessee roadkill data using the R script “RussoRoadkillDataSummaries.R”, and comparing Utah and Texas data using the R scripts “BeeGeneraRoadkillAbundanceComparisonUtahVsTexas.R” and “BeeGeneraSizeVsCountsUtahTexas.R”.BeeiNatData: Includes various raw iNaturalist csv data files (in subfolder “iNat_Hymenoptera) and ArcGIS files for analysis of iNaturalist bee data within five-state study area of TX, NM, AZ, CO, and UT, using the R script “HumanPopulationHBRWeight_iNaturalist_Anthophila.R”.RScripts: Includes six above mentioned R scripts for data analysis, including the R script function “EvalStatVars_Summary_Function.R” used in several of the scripts.SpreadSheetCharts: Includes Excel spreadsheets with supporting data for various chart figures and tables used in the Manuscript and Supplement.SpreadSheetTabularStats: Includes various modified Excel spreadsheet data tables based on output from various R script analyses mentioned above.StatisticalOutputs: Includes various raw text files output from various R script analyses mentioned above.<br>
DOI: 10.15468/dl.rd7sjb
title: Occurrence Download

description: A dataset containing 853 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Equus scotti"
 ]
}

 The dataset includes 853 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003519-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18331733
title: Table 1 in Four new species of dragonfish genus Eustomias (Stomiiformes: Stomiidae: Melanostomiinae) from the western tropical Atlantic, with remarks on Eustomias minimus Clarke, 1999

description: Table 1. Meristic data for selected species of Eustomias from off northeastern Brazil, western tropical Atlantic.
SpeciesE. anteaE. lucenaeE. ophioglossaE. bertrandiE. cf. minimusE. minimusSpecimensNPM 4880NPM 4883NPM 4878NPM 4610NPM 48814 (Clarke 1999)Dorsal-fin rays2626202521Anal-fin rays3436334034Total vertebrae6157676867Premaxillary teeth82161456–8Maxillary teeth222113Dentary teeth51211598BR1010111010OV2724333129VAL1513182018OA4237515147IP77878PV2826323228VAV1414192015IA4947596251AC1819191921IC6766787672OC6056706868
description: Published as part of Villarins, Bárbara T, Fischer, Luciano G, Prokofiev, Artem M & Mincarone, Michael M, 2023, Four new species of dragonfish genus Eustomias (Stomiiformes: Stomiidae: Melanostomiinae) from the western tropical Atlantic, with remarks on Eustomias minimus Clarke, 1999, pp. 5 in Zoological Journal of the Linnean Society 202 (1) on page 5, DOI: 10.1093/zoolinnean/zlad163, http://zenodo.org/record/14552546
DOI: 10.5281/zenodo.18331734
title: Table 1 in Four new species of dragonfish genus Eustomias (Stomiiformes: Stomiidae: Melanostomiinae) from the western tropical Atlantic, with remarks on Eustomias minimus Clarke, 1999

description: Table 1. Meristic data for selected species of Eustomias from off northeastern Brazil, western tropical Atlantic.
SpeciesE. anteaE. lucenaeE. ophioglossaE. bertrandiE. cf. minimusE. minimusSpecimensNPM 4880NPM 4883NPM 4878NPM 4610NPM 48814 (Clarke 1999)Dorsal-fin rays2626202521Anal-fin rays3436334034Total vertebrae6157676867Premaxillary teeth82161456–8Maxillary teeth222113Dentary teeth51211598BR1010111010OV2724333129VAL1513182018OA4237515147IP77878PV2826323228VAV1414192015IA4947596251AC1819191921IC6766787672OC6056706868
description: Published as part of Villarins, Bárbara T, Fischer, Luciano G, Prokofiev, Artem M & Mincarone, Michael M, 2023, Four new species of dragonfish genus Eustomias (Stomiiformes: Stomiidae: Melanostomiinae) from the western tropical Atlantic, with remarks on Eustomias minimus Clarke, 1999, pp. 5 in Zoological Journal of the Linnean Society 202 (1) on page 5, DOI: 10.1093/zoolinnean/zlad163, http://zenodo.org/record/14552546
DOI: 10.7910/dvn/acjl2k
title: Replication Data for: Vortex-generating Saxophone Mouthpiece for Synthetic Reed

description: This is the replication data (3D-printing files) for the experiment report on "Vortex-generating Saxophone Mouthpiece for Synthetic Reed". This data does not duplicate any of the information posted on Figshare.
description: This posting is for replication data which is not duplicated elsewhere.

A vortex-generating saxophone mouthpiece is adapted for use with a synthetic reed. Such reeds have a texture where they meet the mouthpiece table, and a relatively-even flex from side to side. A 3D-printed mouthpiece may be adapted for use with such reeds, by altering its tip configuration and smoothing its table. Synthetic reeds may be enhanced in performance if a mouthpiece is specially designed with the aim of playing such reeds, rather than the traditional cane reeds which have different physical properties.
DOI: 10.15468/ku38ux
title: Four new species of dragonfish genus Eustomias (Stomiiformes: Stomiidae: Melanostomiinae) from the western tropical Atlantic, with remarks on Eustomias minimus Clarke, 1999

description: This dataset contains the digitized treatments in Plazi based on the original journal article Villarins, Bárbara T, Fischer, Luciano G, Prokofiev, Artem M, Mincarone, Michael M (2023): Four new species of dragonfish genus Eustomias (Stomiiformes: Stomiidae: Melanostomiinae) from the western tropical Atlantic, with remarks on Eustomias minimus Clarke, 1999. Zoological Journal of the Linnean Society 202 (1): 1-17, DOI: 10.1093/zoolinnean/zlad163, URL: https://doi.org/10.1093/zoolinnean/zlad163
DOI: 10.15468/dl.7b2kn8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((99.782 3.036174, 99.71163900000001 3.030605, 99.643013 3.014035, 99.57781300000001 2.986873, 99.517646 2.949788, 99.463994 2.903694, 99.418178 2.849727, 99.381327 2.789218, 99.35434600000001 2.723656, 99.33789899999999 2.654657, 99.33238799999999 2.58392, 99.337948 2.513187, 99.35444 2.444199, 99.381456 2.378654, 99.418329 2.318167, 99.464153 2.264225, 99.517797 2.218155, 99.57794199999999 2.181092, 99.643106 2.153947, 99.711688 2.137388, 99.782 2.131823, 99.852312 2.137388, 99.920894 2.153947, 99.986058 2.181092, 100.046203 2.218155, 100.099847 2.264225, 100.145671 2.318167, 100.182544 2.378654, 100.20956 2.444199, 100.226052 2.513187, 100.231612 2.58392, 100.226101 2.654657, 100.209654 2.723656, 100.182673 2.789218, 100.145822 2.849727, 100.100006 2.903694, 100.046354 2.949788, 99.986187 2.986873, 99.920987 3.014035, 99.852361 3.030605, 99.782 3.036174))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003520-260120142942310/datasets/export for details.
DOI: 10.48756/ined-ie0214an-1
title: Données anonymisées - Enquête sur les relations familiales et intergénérationnelles (ERFI - 1ère vague) (2005)
title: Public use file - Gender and generation survey (GGS - 1st wave) (2005)
DOI: 10.15468/dl.enhg8r
title: Occurrence Download

description: A dataset containing 351216 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Material citation, Specimen, Living Specimen, Occurrence evidence)",
 "OccurrenceStatus is Present",
 "TaxonKey is Camponotus"
 ]
}

 The dataset includes 351216 records from 842 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030228-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.63xeya
title: Occurrence Download

description: A dataset containing 23720 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Saudi Arabia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 23720 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030260-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ye3kgz
title: Occurrence Download

description: A dataset containing 9617 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Turkmenistan",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 9617 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030262-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xbvnb8
title: Occurrence Download

description: A dataset containing 21866 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Tajikistan",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 21866 records from 103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030261-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17595516
title: Supporting data for van Strien A.J., Meijaard E., Nardiyono, Suief S., Zaini S. (2025). Occupancy estimation of wild species in a palm oil plantation using unstructured data. PLOS ONE, 2025.

description: Update (Version 2 – 2025-11-13):This version includes a revised documentation file and minor corrections to the dataset structure, reflected in data_for_repository_updated.csv

 

This dataset accompanies the paper:van Strien A.J., Meijaard E., Nardiyono, Suief S., Zaini S. (2025). Occupancy estimation of wild species in a palm oil plantation using unstructured data. PLOS ONE, 2025.

The dataset contains raw and processed data used for the occupancy estimation analyses described in the paper.

Files included:





data_for_repository_updated.csv – Primary dataset used in the occupancy analysis.




KAL_observers.csv – Observer metadata.




Explanation_Data_repository.docx – Supporting documentation explaining variables, data sources, and structure.



These files are released to promote transparency and reproducibility of research.