cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/g98ck7ty98.1
title: A bio-inspired embedded composite stiffener for improved damage tolerance via AFP

description: Composite stiffened panels are a mass effective solution to provide structural stiffness and stability. Traditional designs are vulnerable to unstable debonding failure of the stiffeners from the skin, contributing to conservative certification requirements being necessary which increases structural mass. In this work we propose a design, inspired by damage tolerant tree-branch attachments, to embed the stiffener to the skin to eliminate this premature failure mechanism. Automated fibre placement (AFP) is increasingly used in industry to manufacture composites, and in this work we develop a manufacturing route for composite stiffened panels, skin and stiffener, to be manufactured in a single AFP process. This is a desirable manufacturing route which additionally enables the realisation of damage tolerant designs such as that presented in this work. Three-point-bend testing reveals that whilst a traditional design suffers premature unstable stiffener debonding failure, the bio-inspired design prevents this failure mechanism. Our results show that this unlocks a 78% increase in peak load, and drastic improvements to failure stability and energy absorption capabilities. This work demonstrates that embedding of the stiffener into the skin can address the problematic failure of unstable stiffener debonding, and can be achieved with an industrially relevant manufacturing route.

This repository contains the raw data from the 3PB tests of this work.
DOI: 10.17632/68hfcd8s6d.1
title: LINF_210010600

description: Nucleoporin NUP41; Leishmania infantum (strain JPCM5)
DOI: 10.17632/25v78pp9pg.1
title: Hematopoietic reconstitution dynamics of mobilized- and bone marrow-derived human hematopoietic stem cells after gene therapy

description: Mobilized peripheral blood is increasingly used instead of bone marrow as a source of autologous hematopoietic stem/progenitor cells for ex vivo gene therapy. Here, we present an unplanned exploratory analysis evaluating the hematopoietic reconstitution kinetics, engraftment and clonality in 13 pediatric Wiskott-Aldrich syndrome patients treated with autologous lentiviral-vector transduced hematopoietic stem/progenitor cells derived from mobilized peripheral blood (n=7), bone marrow (n=5) or the combination of the two sources (n=1). 8 out of 13 gene therapy patients were enrolled in an open-label, non-randomized, phase 1/2 clinical study(NCT01515462) and the remaining 5 patients were treated under expanded access programs. Although mobilized peripheral blood- and bone marrow- hematopoietic stem/progenitor cells display similar capability of being gene-corrected, maintaining the engineered grafts up to 3 years after gene therapy, mobilized peripheral blood-gene therapy group shows faster neutrophil and platelet recovery, higher number of engrafted clones and increased gene correction in the myeloid lineage which correlate with higher amount of primitive and myeloid progenitors contained in hematopoietic stem/progenitor cells derived from mobilized peripheral blood. In vitro differentiation and transplantation studies in mice confirm that primitive hematopoietic stem/progenitor cells from both sources have comparable engraftment and multilineage differentiation potential. Altogether, our analyses reveal that the differential behavior after gene therapy of hematopoietic stem/progenitor cells derived from either bone marrow or mobilized peripheral blood is mainly due to the distinct cell composition rather than functional differences of the infused cell products, providing new frames of references for clinical interpretation of hematopoietic stem/progenitor cell transplantation outcome.
 Data supporting the current study are part of a registered clinical trial (NCT01515462). These data are available under restricted access for the sensitive nature of the clinical data, access can be obtained by request to the corresponding author (Prof. Alessandro Aiuti, San Raffaele Telethon Institute for Gene Therapy (SR-TIGET), IRCCS San Raffaele Scientific Institute, Milan, 20132 Italy.). We intend to reply to any requests within two weeks and we will share the deposited data only for research purposes. The non-clinical data generated in this study are also provided as the Source Data file associated to the published work.
DOI: 10.17632/2vy7f87cdx.1
title: Acoustic Measurements of Edzna Dataset

description: Context:
The archaeological site of Edzna was a large and important Mayan city located in Campeche, about 55 km from the city with the same name. It has impressive structures, the most important of which is called the Five-Story Building, with approximately 30 meters high. The area also has a large bleacher called Nohochna. Despite being an important cultural center, there have been no acoustic measurements that help to know better the worldview of the people who inhabited this place. Also, it allows to try to understand whether they had any notion of acoustics for constructing their buildings.
Objective: 
To obtain acoustic information related to the archaeological site of Edzna, for further studies, simulations, and auralizations of the area. Measurements were taken at 32 points around the archaeological site with 4 sound emission points. Recordings were made using a microphone and a binaural head, which allows for obtaining spatial 3D information.
Limitations: 
Each signal was recorded with speaker positions, one at 0° and the other at 180°, to ensure capturing the information of reflections from the entire area.
DOI: 10.17632/vx6h2dpt2k.1
title: Late Pleistocene-Holocene spanish small mammal assemblages

description: Small mammals are considered good palaeoecological proxies for assessing climate and environmental fluctuations through time. The work here presented proposes a revision of the environmental dynamics of the Iberian Peninsula through the study of small mammal communities over the last 20,000 years, considering climatic evolution, taphonomic aspects and anthropogenic influences. Results obtained reveal a strong regionalization pattern across five ecogeographic regions. During the late Pleistocene, small mammal communities were characterized by species with central-European affinity, particularly in the North, North-East, and Central-North regions, reflecting higher abundances in open humid and rocky areas. By contrast, the Central-South and East regions do not reflect important variations in comparison with the Holocene epoch, which reported important changes in landscape composition and small mammal communities. These results are the consequence of the establishment of Mediterranean conditions in all the ecogeographic regions analysed since the Mid Holocene onwards, showing an increase in open environments across all regions. Evidence of anthropogenic impact on the small mammal communities has also been observed for several of the sites analysed, being especially notable during the Late Holocene, due to the introduction of synanthropic species. Taphonomic analyses have been neglected at some sites and our results highlight the importance of such studies for accurate palaeoenvironmental inferences, as biases in prey size/taxonomic composition were observed at some sites. Furthermore, although Holocene climate pulses are usually difficult to detect, the 4.2 ka Bond Event was recognized on the basis of small mammal assemblages. These climatic fluctuations were detected in certain locations in the northern areas of the Peninsula, reinforcing the presence of a strong regionalized response of the small mammal communities and environments to climate change in the Iberian Peninsula.
DOI: 10.17632/vx6h2dpt2k.2
title: Late Pleistocene-Holocene Iberian small mammal assemblages

description: Climate and environments have undergone significant changes throughout the Earth’s history, which are reflected in the faunal record. In that sense, small mammals provide valuable palaeoecological insights due to their close relationship with their associated environments. Our research investigates the dynamics of small mammal communities in the Iberian Peninsula from the Late Pleistocene to the Holocene, comparing regional environmental variations as well as anthropogenic impacts. Our review of the small mammal assemblages from 26 archaeological sites across the Iberian Peninsula revealed a differential response of the small mammal communities between the northern and southern areas. The colder climatic conditions which characterized the Late Pleistocene favoured the presence of mid-European species (e.g., Alexandromys (Oecomicrotus) oeconomus, Chionomys (Chionomys) nivalis) in northern regions until the Mid Holocene, while other cold-adapted taxa (e.g., Arvicola amphibius, Microtus gr. (Euarvicola) arvalis, Sorex araneus-coronatus) reached southern regions during the Last Glacial Maximum but disappeared at the beginning of the Holocene period. Palaeoenvironmental reconstructions indicate predominantly open landscapes and colder climates in the Late Pleistocene, with increased forest cover during the Early-Mid Holocene in northern areas. In contrast, the southern regions exhibited more stable environments compared to the northern ones. Our results underscore how the great environmental diversity and interactions between natural and anthropogenic factors affected the composition of Iberian small mammal communities during the last 20,000 years. Most specifically, during the Late Holocene, biogeographical patterns of the small mammals are mostly affected by anthropic activities, with changes in the distribution of some species (Microtus (Iberomys) cabrerae), and the entrance of new ones (synanthropic species).
DOI: 10.5281/zenodo.14698858
title: Multiple sequence alignment of 1,870,492 SARS-CoV-2 genomes assembled by the Viridian project

description: The assembled genomes were obtained from the publication by Hunt et al (10.1101/2024.04.29.591666). They were filtered to remove sequences with at least 100 non-ACGT nucleotides or with at least two consecutive Ns (except at the ends). The unaligned filtered sequences are available at https://zenodo.org/records/14698684.

The 1,870,492 remaining sequences were then aligned using Halign3 (10.1093/molbev/msac166), taking 1.2TB of RAM.

The computation was performed on the IFB Core cluster managed by the Institut Français de Bioinformatique.
DOI: 10.5281/zenodo.14698859
title: Multiple sequence alignment of 1,870,492 SARS-CoV-2 genomes assembled by the Viridian project

description: The assembled genomes were obtained from the publication by Hunt et al (10.1101/2024.04.29.591666). They were filtered to remove sequences with at least 100 non-ACGT nucleotides or with at least two consecutive Ns (except at the ends). The unaligned filtered sequences are available at https://zenodo.org/records/14698684.

The 1,870,492 remaining sequences were then aligned using Halign3 (10.1093/molbev/msac166), taking 1.2TB of RAM.

The computation was performed on the IFB Core cluster managed by the Institut Français de Bioinformatique.
DOI: 10.17632/8rpzmm56n6.1
title: LINF_210011000

description: RNA binding protein | LHP1; Leishmania infantum (strain JPCM5)
DOI: 10.48597/xp7t-xrcq
title: Measurement of Pm25_mass at K-puszta

description: Measurement of Pm25_mass at K-puszta
DOI: 10.17632/fh7sk5ksmk.1
title: Supplemental Online Content - Development and validation of a deep learning model for improving detection of non-melanoma skin carcinomas treated with Mohs micrographic surgery

description: Supplemental Online Content

sTable 1. CLEAR Derm statement.

sTable 2. Transparent Reporting of a multivariable prediction model for Individual Prognosis Or Diagnosis (TRIPOD) statement.

sFigure 3. Convolutional Neural Network Image Classification with a Deep Learning Model Architecture.

sFigure 4. Evaluation of Model Performance for Lesion Detection in Mohs frozen section Images.

sFigure 5. Evaluation of concordance in pathology review.

sTable 6. Evaluation of leave-one-out cross-validation for patient-level performance in the development cohort.

sTable 7. Performance of prediction models in temporal validation cohort stratified by BCC subtypes.
DOI: 10.17632/dxmbcr8nhv.1
title: Data for: Simultaneous removal of ammonium from landﬁll leachate and hydrogen sulﬁde from biogas using a novel two-stage oxic-anoxic system

description: This dataset supports the article "González-Cortés, J. J., Almenglo, F., Ramírez, M., & Cantero, D. (2021). Simultaneous removal of ammonium from landfill leachate and hydrogen sulfide from biogas using a novel two-stage oxic-anoxic system. Science of The Total Environment, 750, 141664."
DOI: 10.17632/7c3vkyhxmt.1
title: Chromium isotope fractionation in the redox-stratified Chesapeake Bay and implications for its utility as a paleo-redox proxy

description: Data Tables for "Chromium isotope fractionation in the redox-stratified Chesapeake Bay and implications for its utility as a paleo-redox proxy"
DOI: 10.17632/7ss8r67wn7.1
title: Systemic Metabolic Abnormalities: the Major Factors Driving the Occurrence of Intrahepatic and Extrahepatic Complications and All-cause Mortality Events in MASLD

description: The data is a compressed package of all the original data of this research project. If you wish to download the data, please first obtain permission from UK Biobank and then please contact us.
DOI: 10.17632/pb3jd7vz9z.1
title: Experimental Dataset for Imbalanced Classification: Application of Relabeling & Ranking Algorithm

description: The datasets in the study "Relabeling & Raking Algorithm for Imbalanced Classification" were sourced from several public repositories, including 1) Knowledge Extraction based on Evolutionary Learning data repository (J. Alcal´a-Fdez and A. Fernandez and J. Luengo and J. Derrac and S. Garc´ıa and L. S´anchez and F. Herrera, 16 2011), 2) UCI machine learning repository (Dua and Graff, 2017), 3) HDDT collection (Cieslak et al., 2012) and 4) previous studies (Radivojac et al., 2004; Kubat et al., 1998; WOODS et al., 1993). These datasets are particularly notable for their imbalanced nature and are widely recognized in academic literature for this feature.

Two main criteria were used to select these datasets:

Large-Scale Focus: Preference was given to large-scale datasets, a category often overlooked in previous studies. This selection includes datasets with more than 1,000 instances, with 10 of the 16 real-world datasets exceeding this threshold and four having over 10,000 instances.

High Imbalance Ratio (IR): The primary focus was on highly imbalanced datasets, specifically those with an IR greater than 9. 

The datasets were categorized based on the types of feature variables they contain:
Continuous datasets: All feature variables are continuous.
Categorical datasets: All feature variables are categorical.
Mixed datasets: A combination of continuous and categorical feature variables.
DOI: 10.17632/g87rjgrwjw.1
title: Data for the Practical detection of sub-instability

description: Data for the Practical detection of sub-instability.
DOI: 10.17632/4f5fk2zy8x.1
title: Energy consumption and energy rights trading of multisectors in China 2030

description: Supplementary material of a multi-sectoral modeling study of the simulation and optimization of energy consumption controlling and energy use rights trading in China 2030.
DOI: 10.17632/bhjp3m2sbp.1
title: Inheritance of Behavioral Traditions underlying Nest Architecture in Stingless Bees

description: Dataset and R script for the analyses related to intra-specific nest architecture variation in a neotropical stingless bee Scaptotrigona depilis.
DOI: 10.17632/z26jnr66j2.1
title: HHU_QTP_Endorheic_Delineation_Classification

description: This dataset provides a detailed delineation and classification of endorheic basins on the Qinghai-Tibet Plateau, which would be beneficial for ecological analysis. It includes tables (.xls, .xlsx, .csv, .txt) and shapefiles (.shp).
DOI: 10.17632/c96gpb6zpm.1
title: Data for: Bioleaching of the α-alumina layer of spent three-way catalysts as a pretreatment for the recovery of platinum group metals

description: This dataset supports the article "Compagnone, M., González-Cortés, J. J., Yeste, M. del P., Cantero, D., & Ramírez, M. (2023). Bioleaching of the α-alumina layer of spent three-way catalysts as a pretreatment for the recovery of platinum group metals. Journal of Environmental Management, 345, 118825."
DOI: 10.17632/458kxcvxcg.1
title: the SCOPE-ITSCC metastases study, a prospective multi-center study

description: Solid organ transplant recipients (SOTRs) are believed to have an increased risk of metastatic cutaneous squamous-cell carcinoma (cSCC), but reliable data are lacking regarding the precise incidence and associated risk factors. Of 514 SOTRs who presented with 623 primary cSCCs, 37 developed metastases with a 2-year patient-based cumulative incidence of 6.2%. Risk factors for metastases included location in the head and neck area, local recurrence, size &gt;2cm, clinical ulceration, poor differentiation grade, perineural invasion and deep invasion. A high-stage tumor that is also ulcerated showed the highest risk of metastasis, with a 2-year cumulative incidence of 46.2% (31.9% – 68.4%).
DOI: 10.17632/8zyk8p3b6b.1
title: LINF_210011600

description: RESC17; Leishmania infantum (strain JPCM5)
DOI: 10.17632/b6cv7h5nkw.1
title: LINF_210011700

description: RNA helicase | Hel66; Leishmania infantum (strain JPCM5)
DOI: 10.17632/8sf4cm26m8.1
title: LINF_210011200

description: Qc-SNARE protein; Leishmania infantum (strain JPCM5)
DOI: 10.17632/fn5xkj6fnc.1
title: LINF_210011400

description: protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.5281/zenodo.14698683
title: 1,870,492 SARS-CoV-2 genomes assembled by the Viridian project for multiple sequence alignment

description: The assembled genomes were obtained from the publication by Hunt et al (10.1101/2024.04.29.591666). They were filtered to remove sequences with at least 100 non-ACGT nucleotides or with at least two consecutive Ns (except at the ends).

The multiple sequence alignment is available at https://zenodo.org/records/14698859.
DOI: 10.5281/zenodo.14698684
title: 1,870,492 SARS-CoV-2 genomes assembled by the Viridian project for multiple sequence alignment

description: The assembled genomes were obtained from the publication by Hunt et al (10.1101/2024.04.29.591666). They were filtered to remove sequences with at least 100 non-ACGT nucleotides or with at least two consecutive Ns (except at the ends).

The multiple sequence alignment is available at https://zenodo.org/records/14698859.
DOI: 10.17632/mghn77mzdk.1
title: LINF_210011100

description: dihydrolipoamide acetyltransferase; Leishmania infantum (strain JPCM5)
DOI: 10.17632/v5gytp4bvv.1
title: What_variables_matter_in_CR_for_evaporation

description: The Complementary Relationship (CR) of evaporation recognizes that low evaporation rates lead to low humidity in the lower atmosphere, and high rates lead to high humidity. Conversely, moist air implies high evaporation rate and vice versa. Discussion of the CR usually focuses on the functional form of relationships among actual evaporation E, apparent potential evaporation Ep, and wet surface evaporation E0. This project removes the functional form of the relationship by training an artificial neural network to predict evaporation rates (i.e., minimize mean square error) using data from 171 FLUXNET sites on a monthly basis. The FLUXNET data are used to calculate potential CR variables like Ep, E0, the Priestley-Taylor parameter (alpha), and Epm, the maximum possible value of Ep. Variable combinations that result in low mean square error are considered better. Results show that Ep and E0 alone can give adequate performance. However, including Epm results in significant improvement, as does parameterizing alpha as a function of temperature. The conclusion is that Ep, E0, and Epm are all essential parts of the CR, and CR versions that consider alpha a function of temperature are preferred. Note that all the variable lists require exactly the same raw data such as temperature, wind speed, air pressure, net radiation, ground heat flux, and measured E (used as the reference values). While the list of variables is clarified by this study, it does not imply any particular functional form for the CR.
DOI: 10.17632/mnh3y7dn3j.1
title: Data and Code for The Spatial Impacts of a Massive Rail Disinvestment Program: the Beeching Axe

description: Replication folder for The Spatial Impacts of a Massive Rail Disinvestment Program: the Beeching Axe (Gibbons, Heblich, Pinchbeck: Journal of Urban Economics).
DOI: 10.15468/dl.bzrbga
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "ScientificName" : [
 "is one of (Barbastella barbastellus, Eptesicus isabellinus, Eptesicus serotinus, Hypsugo savii, Miniopterus schreibersii, Myotis alcathoe, Myotis bechsteinii, Myotis blythii, Myotis capaccinii, Myotis daubentonii, Myotis emarginatus, Myotis myotis, Myotis mystacinus, Myotis nattereri, Nyctalus lasiopterus, Nyctalus leisleri, Nyctalus noctula, Pipistrellus kuhlii, Pipistrellus maderensis, Pipistrellus nathusii, Pipistrellus pipistrellus, Pipistrellus pygmaeus, Plecotus auritus, Plecotus austriacus, Plecotus macrobullaris, Plecotus teneriffae, Rhinolophus euryale, Rhinolophus ferrumequinum, Rhinolophus hipposideros, Rhinolophus mehelyi, Tadarida teniotis)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004235-250117142028555/datasets/export for details.
DOI: 10.17632/s6mdsmb53j.1
title: Extent of As(III) versus As(V) adsorption on iron (oxyhydr) oxides depends on the presence of micropore sites

description: Research Data
DOI: 10.17632/jcfjfh8ybk.1
title: Raw Data on Genetic Variants and Muscular Fitness in a Follow-Up Study of Middle-Aged and Older Adults

description: This dataset from a longitudinal study provides comprehensive anthropometric and physical fitness data from participants at baseline and 2.7 years later. It includes measurements of height (to the nearest 0.5 cm) and weight (to the nearest 0.1 kg) for calculating BMI. Physical fitness was assessed using isometric handgrip strength, lower body strength (30-second chair-stand test), functional mobility (timed up-and-go test), and aerobic endurance (6-minute walk test), all demonstrating acceptable reliability (ICC &gt; 0.7) within the Kosovo population. Additionally, genotypes were obtained from saliva samples, focusing on single nucleotide polymorphisms (SNPs) in the VDR (rs7975232, rs2228570, rs731236) and GC (rs4588, rs2282679) genes. Vitamin D status was determined exclusively at the follow-up measurements and analyzed for total 25-(OH)D levels using an enzyme-linked immunosorbent assay. This dataset enables the exploration of the impact of genetic variants on muscle fitness and vitamin D status in middle-aged and older adults in Kosovo.