cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15530852
title: Dataset for the paper "Evidence of Public Expenditure Spillovers in Mexico: Measuring Spatial Interactions Among Municipal Governments"

description: This panel dataset contains annual observations for 860 Mexican municipalities from 2000 to 2021. It includes fiscal, socioeconomic, political, and demographic variables used to study spatial interdependence in public expenditure. Key variables cover total expenditure, capital formation, subsidies, and service use (all in per capita terms), as well as explanatory and control variables such as household income, employment rate, political alignment, migration, federal transfers, taxation, population density, and reelection eligibility. The dataset also contains spatially lagged variables constructed using multiple spatial weight matrices (e.g., Queen contiguity, k-nearest neighbors with k=1 to 15) to facilitate spatial econometric analysis.
DOI: 10.5281/zenodo.15530392
title: CESM2 model output from Eisenman & Armour (2024): Part 6

description: Description of data: See README.txt

Citation for data: I. Eisenman and K. Armour (2024). The radiative feedback continuum from Snowball Earth to an ice-free hothouse. Nature Communications, https://doi.org/10.1038/s41467-024-50406-w

See also https://eisenman-group.github.io for links to other fields from these simulations.
DOI: 10.5281/zenodo.15530393
title: CESM2 model output from Eisenman & Armour (2024): Part 6

description: Description of data: See README.txt

Citation for data: I. Eisenman and K. Armour (2024). The radiative feedback continuum from Snowball Earth to an ice-free hothouse. Nature Communications, https://doi.org/10.1038/s41467-024-50406-w

See also https://eisenman-group.github.io for links to other fields from these simulations.
DOI: 10.25959/hekr-nr42
title: Parks Australia's Natural Values Ecosystems
DOI: 10.25959/nmve-sf04
title: Marine pressures operating within Australia’s Exclusive Economic Zone
DOI: 10.5281/zenodo.15530880
title: The geometry of cortical sound processing in slow wave sleep
DOI: 10.5281/zenodo.14056949
title: Picea_rubens_ReciprocalGenomicOffsetEvaluation_v1.0

description: Data and code to reproduce:

Reciprocal evaluation of genomic offset predictions of climate maladaptation with independent empirical datasets.
DOI: 10.5281/zenodo.14078365
title: Picea_rubens_ReciprocalGenomicOffsetEvaluation_v1.01

description: Data and code to reproduce:

Reciprocal evaluation of genomic offset predictions of climate maladaptation with independent empirical datasets.
DOI: 10.5281/zenodo.15530855
title: Picea_rubens_ReciprocalGenomicOffsetEvaluation_v3

description: Data and code to reproduce:

Reciprocal evaluation of genomic offset predictions of climate maladaptation with independent empirical datasets.
DOI: 10.5281/zenodo.15530892
title: Appraising Entrepreneurship for Regenerative Tourism and its Sustainability in Africa

description: This study assessed the multidimensional perspective on the relationship between tourism and green growth. Specifically, the study evaluates perspectives on green growth, impact of tourism activities on local communities, and influence of green growth on tourism development. The descriptive research design was employed for this study and a total of 150 sample size were selected from local community residents in Ikole Local Government Area of Ekiti State using the stratified sampling technique. Data used for the study was collected using a well-structured questionnaire. Data collected were analyzed using both descriptive and inferential statistical technique. Findings showed that there are varied perspectives on green growth, some of which emphasized the advancements in renewable energy and resource efficiency with a preference for businesses and governments to lead this transition. There is optimism about aligning environmental protection with economic growth, and international cooperation is deemed crucial, especially for developing nations like Nigeria. Tourism's ecological impact is viewed as moderate, with positive economic contributions to community wellbeing and job creation, despite increased living costs and mixed socio-cultural effects. Green growth is seen as beneficial for tourism development, attracting eco-conscious tourists and offering unique, sustainable experiences. However, concerns about higher operational costs and stringent regulations deterring investors persist, though preserving cultural heritage through green practices is believed to enhance the tourist experience and boost economic benefits. Based on the findings obtained, it was recommended that government at all levels, and businesses should take s more proactive role in driving green growth initiatives. Adoption and enforcement of sustainable tourism practices such as responsible waste management, conservation programs, and the use of sustainable transportation options while ensuring equitable economic benefits, greater community involvement in tourism planning and management is essential.
DOI: 10.5281/zenodo.15530893
title: Appraising Entrepreneurship for Regenerative Tourism and its Sustainability in Africa

description: This study assessed the multidimensional perspective on the relationship between tourism and green growth. Specifically, the study evaluates perspectives on green growth, impact of tourism activities on local communities, and influence of green growth on tourism development. The descriptive research design was employed for this study and a total of 150 sample size were selected from local community residents in Ikole Local Government Area of Ekiti State using the stratified sampling technique. Data used for the study was collected using a well-structured questionnaire. Data collected were analyzed using both descriptive and inferential statistical technique. Findings showed that there are varied perspectives on green growth, some of which emphasized the advancements in renewable energy and resource efficiency with a preference for businesses and governments to lead this transition. There is optimism about aligning environmental protection with economic growth, and international cooperation is deemed crucial, especially for developing nations like Nigeria. Tourism's ecological impact is viewed as moderate, with positive economic contributions to community wellbeing and job creation, despite increased living costs and mixed socio-cultural effects. Green growth is seen as beneficial for tourism development, attracting eco-conscious tourists and offering unique, sustainable experiences. However, concerns about higher operational costs and stringent regulations deterring investors persist, though preserving cultural heritage through green practices is believed to enhance the tourist experience and boost economic benefits. Based on the findings obtained, it was recommended that government at all levels, and businesses should take s more proactive role in driving green growth initiatives. Adoption and enforcement of sustainable tourism practices such as responsible waste management, conservation programs, and the use of sustainable transportation options while ensuring equitable economic benefits, greater community involvement in tourism planning and management is essential.
DOI: 10.3886/e203684v2-179765
title: Aggregated Fatal Police Shootings Dataset

description: A comprehensive review of an aggregated dataset, containing any death happening between the years 2015 to 2021 that is inflicted by an on-duty or off-duty officer where the officer fatally shoots the victim. The dataset is called aggregated because it's an aggregation of the observations inside three fatal police datasets: Fatal Encounters, Mapping Police Violence, Washington Post.
DOI: 10.15468/dl.msy8kf
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046895-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h75n2n
title: Occurrence Download

description: A dataset containing 1437162413 species occurrences available in GBIF matching the query:
{ }

 The dataset includes 1437162413 records from 17328 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000760-170822121629195/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ejwnnv
title: Occurrence Download

description: A dataset containing 193918611 species occurrences available in GBIF matching the query:
{
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Fossil",
 "BasisOfRecord is Unknown evidence"
 ]
}

 The dataset includes 193918611 records from 13448 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015948-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15151/esrf-es-2290389529
title: IBS BAG

description: The IBS BAG includes teams from IBS (Grenoble) and external groups from CEA-Cadarache (St Paul lez Durance) and IRBA (Brétigny-sur-Orge). We study the structure-function relationships of proteins with a focus on human health, biotechnology and methodology. Most of the projects are a continuation of the MX-2586 proposal and can be grouped under the following themes: host-pathogen interaction, new therapeutic targets, fundamental cellular mechanisms, membrane proteins, biotechnological applications and methodology. Some of these projects use integrative approaches (X-ray crystallography, cryo-EM, SAXS and NMR) together with other biophysical and biochemical studies and, more recently, the use of AI (AlphaFold) to fully understand the complexity of the biological macromolecular systems under study.
DOI: 10.6084/m9.figshare.31436141
title: Lipid nanoparticles with aptamers enable targeted mRNA delivery to CD4⁺ T cells

description: <i>In vivo</i> genetic engineering of T cells could overcome the logistical, biological, and safety challenges of <i>ex vivo</i> modification, but effective and safe delivery systems remain limited by a lack of cellular specificity. Here, we developed aptamer-functionalized lipid nanoparticles (LNPs) for targeted mRNA delivery to CD4 + T cells, employing both a validated CD4-binding aptamer (Apt62) and novel aptamers generated using our proprietary transformer-based AI language model, AptaBLE. LNPs formulated with ionizable lipid SM102 or MC3 and conjugated with aptamers at controlled densities were physiochemically characterized and assessed for binding, <i>in vitro</i> transfection, <i>in vivo</i> biodistribution, and safety evaluation. Aptamer-functionalized LNPs demonstrated selective nanomolar binding to recombinant CD4, achieved enhanced transfection of CD4⁺ versus CD4<sup>-</sup> T cells <i>in vitro</i>, and significantly enriched mRNA delivery to immune-rich tissues <i>in vivo</i>, achieving up to 70-fold spleen signal enhancement with SM102 formulations Compared to non-targeted controls, while maintaining suitable safety profiles. Overall, these findings demonstrate aptamer-functionalized LNPs, augmented by AI-guided aptamer design, as a tunable, non-immunogenic platform for <i>in vivo</i> T-cell engineering. • Aptamer-functionalized LNPs enable selective mRNA delivery to CD4⁺ immune cells rich organs.• Aptamer-functionalized LNPs maintain a favorable systemic safety profile <i>in vivo</i>.• AI-guided AptaBLE platform generated functional aptamers validated in nanoparticle delivery. Aptamer-functionalized LNPs enable selective mRNA delivery to CD4⁺ immune cells rich organs. Aptamer-functionalized LNPs maintain a favorable systemic safety profile <i>in vivo</i>. AI-guided AptaBLE platform generated functional aptamers validated in nanoparticle delivery.
DOI: 10.6084/m9.figshare.31436141.v1
title: Lipid nanoparticles with aptamers enable targeted mRNA delivery to CD4⁺ T cells

description: <i>In vivo</i> genetic engineering of T cells could overcome the logistical, biological, and safety challenges of <i>ex vivo</i> modification, but effective and safe delivery systems remain limited by a lack of cellular specificity. Here, we developed aptamer-functionalized lipid nanoparticles (LNPs) for targeted mRNA delivery to CD4 + T cells, employing both a validated CD4-binding aptamer (Apt62) and novel aptamers generated using our proprietary transformer-based AI language model, AptaBLE. LNPs formulated with ionizable lipid SM102 or MC3 and conjugated with aptamers at controlled densities were physiochemically characterized and assessed for binding, <i>in vitro</i> transfection, <i>in vivo</i> biodistribution, and safety evaluation. Aptamer-functionalized LNPs demonstrated selective nanomolar binding to recombinant CD4, achieved enhanced transfection of CD4⁺ versus CD4<sup>-</sup> T cells <i>in vitro</i>, and significantly enriched mRNA delivery to immune-rich tissues <i>in vivo</i>, achieving up to 70-fold spleen signal enhancement with SM102 formulations Compared to non-targeted controls, while maintaining suitable safety profiles. Overall, these findings demonstrate aptamer-functionalized LNPs, augmented by AI-guided aptamer design, as a tunable, non-immunogenic platform for <i>in vivo</i> T-cell engineering. • Aptamer-functionalized LNPs enable selective mRNA delivery to CD4⁺ immune cells rich organs.• Aptamer-functionalized LNPs maintain a favorable systemic safety profile <i>in vivo</i>.• AI-guided AptaBLE platform generated functional aptamers validated in nanoparticle delivery. Aptamer-functionalized LNPs enable selective mRNA delivery to CD4⁺ immune cells rich organs. Aptamer-functionalized LNPs maintain a favorable systemic safety profile <i>in vivo</i>. AI-guided AptaBLE platform generated functional aptamers validated in nanoparticle delivery.
DOI: 10.15151/esrf-es-2290392708
title: Structural Biology BAG - Portugal

description: The ITQB groups will work on STING-inhibitor and PFOR enzyme structures for drug development (MATIAS), use SAXS to study E. coli’s Translocated Intimin Receptor and enzyme dynamics (CORDEIRO), target metabolic pathways in pathogens (BRITO & ARCHER), study DNA repair, stress resistance, and iron metabolism (C.V. ROMÃO & MOE), analyze bacterial ligninolytic enzymes (BORGES & FRAZÃO) and examine herpesvirus LANA’s chromatin modulation (MCVEY).

The FCT groups will focus on Mo/W enzymes and PHA synthase (M.J. ROMÃO & DE SOUSA MOTA), investigate bacterial cellulosomes and gut microbiome carbohydrate complexes (CARVALHO) and study biofilm inhibitors (SANTOS-SILVA).

Finally, the I3S/IBMC groups will examine anticoagulants and drug efflux pumps (PEREIRA), develop structural studies on amyloid proteins and fungal signaling complexes using hybrid approaches (RIBEIRO), study glycosyltransferases in pathogens (CABANES) and explore virulence factors in Photobacterium damselae (Dos SANTOS).
DOI: 10.15151/esrf-es-2304061471
title: PROTEINS RELATED TO PATHOGENESIS OF DISEASES, VIRAL PROTEINS, CELL DIVISION, SIGNALLING AND CHROMATIN PROCESSES

description: The outstanding research questions of our BAG (now expanded to 9 PIs) focus on proteins and their complexes involved in a variety of processes, ranging from cell homeostasis (from gene regulation to folding quality control, from energy metabolism to signal transduction) to communication and surface recognition (including trans-interactions between cell adhesion molecules, components of the extracellular matrix weaving, as well as antigen-antibody interactions for vaccine development and optimization). Key to several projects is the characterization of the mechanisms associated to enzyme function in various organisms, including bacteria, viruses, plants, animals and humans for downstream drug discovery campaigns. Emphasis is also given to research focusing on engineering protein and enzymes for future industrial applications, as well as to understand the impact of pathogenic mutations on protein structures, providing a genotype-to-molecular phenotype rationale to disease development.
DOI: 10.25549/satjrnl-m1163
title: Satiricheskoe Obozrenie, no. 2 (1906)

description: [description (english with transliteration)] Satiricheskoe Obozrenie [Satirical Survey], no. 2, 1906. Weekly. Published by I.N. Glagolev. Edited by N.K. Di-Sen'i. St. Petersburg. Тypography: "Severnaia pechatnIa." Literary-artistic journal of social-political satire, theater, and art -- Rudzinskii, no. 93; BPIR, no. 7157.
DOI: 10.15151/esrf-es-2312906066
title: Accelerating the pace of study of exceptional invertebrates from the Herefordshire Lagerstätte

description: The Herefordshire Lagerstätte (~430 million years old) is a unique fossil deposit that preserves high-fidelity 3D fossils of early invertebrates with soft-tissues. It has yielded a profusion of new data informing the evolution of many groups, and a stream of high-profile publications. However ~98% of specimens are unstudied, because the material requires time-consuming tomographic reconstruction and data preparation to generate 3D models. Targeted selection of data-rich specimens for reconstruction is hence of paramount importance, but at present cannot be achieved in a reliably or rigorously. To bypass this roadblock, we propose to use phase-contrast synchrotron tomography on B18 to scan large numbers of specimens in parallel. This will provide the critical 3D ‘preview’ data required for informed selection of specimens for full reconstruction. Additional benefits will also accrue, further streamlining workflows, and providing new quantitative data to inform models of fossil-formation.
DOI: 10.15468/dl.frgtf4
title: Occurrence Download

description: A dataset containing 264 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "DistanceFromCentroidInMeters is greater than or equal to 2000",
 "Geometry POLYGON ((105.610544 14.999999, 179.999961 14.999999, 179.999961 65.08290100000001, 105.610544 65.08290100000001, 105.610544 14.999999))",
 "TaxonKey is Plectorhinchus cinctus"
 ]
}

 The dataset includes 264 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003922-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18780456
title: ResLSC-UNet: A Position-Adaptive Deep Learning Network for Detecting Oceanic Internal Solitary Waves from SAR Imagry

description: This dataset comprises 635 satellite internal waves images acquired from 2014 to 2023 by the Sentinel-1 mission, including 541 images over the Andaman Sea, 47 over the South China Sea, 40 over the Sulu Sea, and 7 over the Celebes Sea. All data were captured by the C-band synthetic aperture radar onboard Sentinel-1A and Sentinel-1B in Interferometric Wide swath (IW) or StripMap mode. Additionally, 22 ENVISAT ASAR images and 29 GF-3 images are included to test the robustness of the model.
DOI: 10.17605/osf.io/mspt3
title: LifeCycleMorpho

description: Dataset of: Life cycle of Morpho helenor peleides (Lepidoptera: Nymphalidae) under natural conditions in a Tropical Dry Forest; Zola-Solis et al., 2025; Journal of Insect Science
DOI: 10.5281/zenodo.18780455
title: ResLSC-UNet: A Position-Adaptive Deep Learning Network for Detecting Oceanic Internal Solitary Waves from SAR Imagry

description: This dataset comprises 635 satellite internal waves images acquired from 2014 to 2023 by the Sentinel-1 mission, including 541 images over the Andaman Sea, 47 over the South China Sea, 40 over the Sulu Sea, and 7 over the Celebes Sea. All data were captured by the C-band synthetic aperture radar onboard Sentinel-1A and Sentinel-1B in Interferometric Wide swath (IW) or StripMap mode. Additionally, 22 ENVISAT ASAR images and 29 GF-3 images are included to test the robustness of the model.
DOI: 10.5281/zenodo.18810928
title: Answer Sheet Text Line Analysis (ASTA) dataset
DOI: 10.5281/zenodo.18810927
title: Answer Sheet Text Line Analysis (ASTA) dataset
DOI: 10.25549/satjrnl-ouc112739014
title: Shut, vol. 29, no. 38 (1907)

description: [description (english with transliteration)] Shut, vol. 29, no. 38, 1907. Published by Vera Yazykova. Edited by Vera Yazykova. St. Petersburg. Weekly journal of satire and humor. This issue contains poetry, prose, pictures and illustrations by artists and writers.
DOI: 10.17605/osf.io/bdr3y
title: Article - The impact of humor on infant social learning: Insights from social gaze, heart rate variability, and laughter

description: This dataset underlies the analyses reported in our article, "The impact of humour on infant social learning: insights from social gaze, heart rate variability, and laughter", accepted for publication in Cognitive Development on 30 March 2025. 

The article is available at https://doi.org/10.1016/j.cogdev.2025.101575.
DOI: 10.34740/kaggle/dsv/14990362
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.25549/satjrnl-ouc112739034
title: Shut, vol. 29, no. 47 (1907)

description: [description (english with transliteration)] Shut, vol. 29, no. 47, 1907. Published by Vera Yazykova. Edited by Vera Yazykova. St. Petersburg. Weekly journal of satire and humor. This issue contains poetry, prose, pictures and illustrations by artists and writers.
DOI: 10.15468/dl.qpq6xx
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "DistanceFromCentroidInMeters is greater than or equal to 2000",
 "Geometry POLYGON ((105.610544 14.999999, 179.999961 14.999999, 179.999961 65.08290100000001, 105.610544 65.08290100000001, 105.610544 14.999999))",
 "TaxonKey is Hapalogenys kishinouyei"
 ]
}

 The dataset includes 27 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003924-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/dadrian-ouc1sto1828157
title: Vahakn Dadrian Archives

description: This collection documents the Armenian genocide. Vahakn Dadrian (1926-2019) was an Armenian-American sociologist and historian and one of the early scholars of the academic study of genocide. Dadrian was especially recognized as a leading expert on the Armenian genocide. The Vahakn Dadrian papers contain Dadrian's research files on the Armenian genocide. The collection includes copies of published legal papers with Dadrian's notes, maps of Turkey and Armenia, newspaper clippings, literature relating to Armenian Studies, copies of records from the German State Archives, research files organized by subject, copies of records from Turkish Military Tribunal hearings, United Nations session transcripts with notes, a large binder labeled "Report of the Armenian Genocide Archive Project" from 1986, statistics on genocide, and documentation of 1919-1920 Turkish court martial trials. He donated copies of his collection of research materials to the Ararat-Eskijian Museum and to the University of Southern California.