cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18455561
title: Urban Shield Project: Sample Dataset for Climate Resilience Analysis

description: OverviewThis dataset contains a sample of geospatial products and climate risk analyses generated within the framework of the Urban Shield project, funded under the NextGenerationEU program (PNRR). The project aims to enhance urban resilience against climate change through an AI-driven Digital Twin platform integrating High-Performance Computing (HPC) and Earth Observation data.

Dataset ContentThe provided data offers a snapshot of the high-resolution outputs produced for the two pilot cities: Naples (focus on heatwaves and urban cooling) and Venice (focus on pluvial flooding). The dataset is organized into the following categories:





LST (Land Surface Temperature): High-resolution thermal maps derived from satellite data downscaling (10m).




Flooding: Sample outputs from the SaferRAIN hydraulic model, including water depth and flood extent for specific rainfall scenarios.




LULC (Land Use Land Cover): Detailed land cover classification maps used as input for risk modelling.




CarbonStorage: Estimates of carbon sequestration potential by urban vegetation.




HPR (Heatwave Potential Risk): Index related to heat stress and thermal comfort.




Simulation: Examples of ex-ante scenarios generated via Generative AI to assess the impact of Nature-Based Solutions (NBS).



Project PartnersThe Urban Shield project is a collaborative effort between:





Latitudo 40 - Specialized in GeoAI and Earth Observation.




GECOsistema - Specialized in environmental modelling and hydraulic risk.



Contact & Further InformationThis dataset serves as a demonstrative sample for review purposes. The full platform offers dynamic, real-time monitoring and customizable simulations for any location worldwide.

For more details about the project, to request full access to the platform, or to inquire about data availability for other cities and specific areas of interest, please contact the project team:





Website: https://urban-shield.latitudo40.com/




Email: info@latitudo40.com | stefano.bagli@gecosistema.it
DOI: 10.5281/zenodo.18455562
title: Urban Shield Project: Sample Dataset for Climate Resilience Analysis

description: OverviewThis dataset contains a sample of geospatial products and climate risk analyses generated within the framework of the Urban Shield project, funded under the NextGenerationEU program (PNRR). The project aims to enhance urban resilience against climate change through an AI-driven Digital Twin platform integrating High-Performance Computing (HPC) and Earth Observation data.

Dataset ContentThe provided data offers a snapshot of the high-resolution outputs produced for the two pilot cities: Naples (focus on heatwaves and urban cooling) and Venice (focus on pluvial flooding). The dataset is organized into the following categories:





LST (Land Surface Temperature): High-resolution thermal maps derived from satellite data downscaling (10m).




Flooding: Sample outputs from the SaferRAIN hydraulic model, including water depth and flood extent for specific rainfall scenarios.




LULC (Land Use Land Cover): Detailed land cover classification maps used as input for risk modelling.




CarbonStorage: Estimates of carbon sequestration potential by urban vegetation.




HPR (Heatwave Potential Risk): Index related to heat stress and thermal comfort.




Simulation: Examples of ex-ante scenarios generated via Generative AI to assess the impact of Nature-Based Solutions (NBS).



Project PartnersThe Urban Shield project is a collaborative effort between:





Latitudo 40 - Specialized in GeoAI and Earth Observation.




GECOsistema - Specialized in environmental modelling and hydraulic risk.



Contact & Further InformationThis dataset serves as a demonstrative sample for review purposes. The full platform offers dynamic, real-time monitoring and customizable simulations for any location worldwide.

For more details about the project, to request full access to the platform, or to inquire about data availability for other cities and specific areas of interest, please contact the project team:





Website: https://urban-shield.latitudo40.com/




Email: info@latitudo40.com | stefano.bagli@gecosistema.it
DOI: 10.25574/31046
title: Chandra X-ray Observatory ObsId 31046

description: How Large Stellar Flares Influence the Chemistry of Protoplanetary Disks
DOI: 10.5281/zenodo.18457581
title: CITATION.cff

description: CITATION.cff
DOI: 10.5281/zenodo.18457580
title: CITATION.cff

description: CITATION.cff
DOI: 10.5281/zenodo.18457597
title: The Impact of Environmental Practices and Policies on Bank Financial Performance (Stata Dataset)

description: The Impact of Environmental Practices and Policies on Bank Financial Performance (Stata Dataset)
DOI: 10.5281/zenodo.18457598
title: The Impact of Environmental Practices and Policies on Bank Financial Performance (Stata Dataset)

description: The Impact of Environmental Practices and Policies on Bank Financial Performance (Stata Dataset)
DOI: 10.5281/zenodo.18457274
title: Do chopped fibers matter? Process-Structure-Property Relationships and Thermal Annealing Effects in Fiber-Reinforced TPMS Lattices

description: Package containing data used in the Process-Structure-Property Relationships and Thermal Annealing Effects in Fiber-Reinforced TPMS Lattices study.
DOI: 10.5281/zenodo.18457273
title: Do chopped fibers matter? Process-Structure-Property Relationships and Thermal Annealing Effects in Fiber-Reinforced TPMS Lattices

description: Package containing data used in the Process-Structure-Property Relationships and Thermal Annealing Effects in Fiber-Reinforced TPMS Lattices study.
DOI: 10.5061/dryad.9ghx3ffxk
title: Lithographic Crystallinity Regulation in Additive Fabrication of Thermoplastics (CRAFT)

description: For semicrystalline polyolefin thermoplastics, the balance between
 interconnected ordered crystalline and disordered amorphous regions is
 paramount to their performance and processability. However, contemporary
 manufacturing strategies, from injection molding to 3D printing, result in
 monolithic objects, unable to spatially encode crystallinity. We present
 the discovery of a light-based approach for fabricating mechanically
 robust polyolefin thermoplastics with microscopic control over
 crystallinity in 3D space. We unveil that light dosage governs polymer
 stereochemistry, giving access to a continuum of materials, from strong,
 rigid plastics, like HDPE, to more extensible materials akin to LDPE, all
 at the flick of a switch. Applying this finding to lithographic grayscale
 3D-printing in a process we term CRAFT for Crystallinity Regulation in
 Additive Fabrication of Thermoplastics results in rapid multimaterial
 fabrication of high-fidelity objects.
description: # Lithographic Crystallinity Regulation in Additive Fabrication of
 Thermoplastics (CRAFT) Dataset DOI:
 [10.5061/dryad.9ghx3ffxk](https://doi.org/10.5061/dryad.9ghx3ffxk) ##
 Description of the data and file structure Optimized coordinates and
 output files from computational analysis (e.g., UV-Vis absorption spectra,
 geometries, frequencies, and excited state dynamics) of molecules related
 to photo-induced ring-opening metathesis polymerization using
 photosensitizers. ### Files and variables #### File:
 molecular_coordinates_and_run_output_files.zip **Molecules studies have
 been separated into 5 categories: Organics, Oxygen, Ruthenium (Ru),
 Sensitizers, and Standard (control). The species found in these folders
 are listed below.** * Organics: Alkylidene, Camphorquinone (CQ), Ethyl
 4-(dimethylamino)benzoate (EDAB), Isopropylthioxanthone (ITX), and a
 generic Norbornene * Oxygen: Decomposed catalytic species * Ru: HeatMet
 and various energy states * Sensitizers: Photosensitizers used in this
 study * Standard files for sanity checks Each folder for molecules
 contains the model used (folder name), the molecular coordinates (.xyz
 file) and an output file that contains the computational analysis. Larger
 molecules, such as the Ruthenium catalyst have several folders labeled
 according to the energy state (S0, S1, etc.) or the element used as the
 coordinate origin (e.g., Ru-C_scan_S is scanning the Ruthenium Carbon bond
 in the singlet energy state). The folder labeled DHF_species holds the
 coordinates and output files related to the Ruthenium catalyst binding to
 the various molecules in the organics folder. Each file in DHF-species is
 labeled Heatmet_[*organic molecule*] to specify which organic molecule is
 characterized.
DOI: 10.5281/zenodo.17838111
title: Supporting data for the manuscript "SVPG: A pangenome-based structural variant detection approach and rapid augmentation of pangenome graphs with new samples"

description: Supporting data for the manuscript "SVPG: A pangenome-based structural variant detection approach and rapid augmentation of pangenome graphs with new samples".

The archive contains files that are necessary to reproduce the cell line benchmarks from the paper, including:



Original VCF outputs of all tools used in benchmarking

Scripts used in benchmarking

Augmented pangenome graphs using SVPG and assembly-based approaches
DOI: 10.5281/zenodo.18456502
title: Supporting data for the manuscript "SVPG: A pangenome-based structural variant detection approach and rapid augmentation of pangenome graphs with new samples"

description: Supporting data for the manuscript "SVPG: A pangenome-based structural variant detection approach and rapid augmentation of pangenome graphs with new samples".

The archive contains files that are necessary to reproduce the cell line benchmarks from the paper, including:



Original VCF outputs of all tools used in benchmarking

Scripts used in benchmarking

Augmented pangenome graphs using SVPG and assembly-based approaches
DOI: 10.5061/dryad.fn2z34v86
title: Data from: A phylogeny of the aquatic moth subfamily Acentropinae (Lepidoptera: Crambidae)

description: The majority of moths are terrestrial throughout their life cycle. An
 exception is the subfamily Acentropinae (Lepidoptera: Crambidae), a
 diverse group of aquatic moths comprising nearly 700 species. Acentropinae
 represent the largest lineage of moths with at least one life stage
 adapted to an aquatic environment. Despite their unique biology, their
 evolutionary relationships remain poorly understood. The most
 comprehensive study on acentropine phylogeny is over 70 years old and
 predates the use of modern analytical methods. Few studies since then have
 attempted to reconstruct the phylogeny of Acentropinae, and those that did
 are limited in taxon and character/gene sampling. We tested hypotheses of
 acentropine relationships by reconstructing a genus-level phylogeny based
 on 360 loci and 22 genera of Acentropinae. Our phylogeny provides strong
 support for the monophyly of Acentropinae, a basal division between two
 tribes, Argyractini Lange, 1956, and Acentropini Stephens, 1836. The tribe
 Nymphulini Duponchel is found to be a junior synonym of Acentropini, syn.
 nov.. Within this tribe, we find support for some previously defined
 family-group clades (the “terrestrial” clade, the “flowing water” clade,
 and the Aulacodes clade), and we discuss novel morphological features that
 are potential synapomorphies of these clades. Our study provides a
 foundation for future research on the ecology and evolution of aquatic
 Lepidoptera.
description: # Data from: A phylogeny of the aquatic moth subfamily Acentropinae
 (Lepidoptera: Crambidae) Dataset DOI:
 [10.5061/dryad.fn2z34v86](https://doi.org/10.5061/dryad.fn2z34v86) ##
 Description of the data and file structure We used anchored hybrid
 enrichment to test hypotheses of Acentropinae (Lepidoptera: Crambidae)
 relationships by constructing a genus-level maximum-likelihood phylogeny
 based on 360 loci and 22 genera of acentropines.  ### Files and variables
 #### File: Fig.2_FcC_tree.tre **Description:** Unrooted maximum likelihood
 tree file of the Pyraloidea phylogeny from IQ-TREE. #### File:
 FcC_supermatrix.fas **Description:** Fasta file containing the aligned,
 concatenated anchored hybrid enrichment loci used for phylogenetic
 analysis in IQ-TREE. #### File: individual_loci.zip
 **Description:** Individual aligned and cleaned fasta files for each of
 the 360 loci used to generate the FcC_supermatrix fasta file. #### File:
 codon_partition.txt **Description:** Partition file listing the order of
 the AHE loci and their codon positions in the FcC_supermatrix fasta file.
DOI: 10.5281/zenodo.18457128
title: TN_earthquake_catalogue_Mw

description: This seismic catalog compiles and homogenizes data from four main sources: Institut National de Métrologie (INM, Tunisia), International Seismological Centre (ISC), European-Mediterranean Seismological Centre (CSEM/EMSC), and Centre de Recherche en Astronomie, Astrophysique et Géophysique (CRAAG, Algeria). Covering the Maghreb and Tunisia region, it contains seismic events over the period [412-2022], homogenized to moment magnitude (Mw) using standardized conversions.

The data have been declustered according to the Urhammer method, removing aftershocks for mainshock analysis. Main columns: Latitude, Longitude, Date (YYYY-MM-DD), Magnitude Mw, Time.
DOI: 10.5281/zenodo.18457129
title: TN_earthquake_catalogue_Mw

description: This seismic catalog compiles and homogenizes data from four main sources: Institut National de Métrologie (INM, Tunisia), International Seismological Centre (ISC), European-Mediterranean Seismological Centre (CSEM/EMSC), and Centre de Recherche en Astronomie, Astrophysique et Géophysique (CRAAG, Algeria). Covering the Maghreb and Tunisia region, it contains seismic events over the period [412-2022], homogenized to moment magnitude (Mw) using standardized conversions.

The data have been declustered according to the Urhammer method, removing aftershocks for mainshock analysis. Main columns: Latitude, Longitude, Date (YYYY-MM-DD), Magnitude Mw, Time.
DOI: 10.5061/dryad.dbrv15fbz
title: Genomes for halophilic bacteria with potential contamination, sampled from Northern California in 2021

description: UC Davis offers an undergraduate research course (BIS 23A/B) designed to
 teach new students the basics about wet-lab experimentation. The course
 aims to serve as a gentle introduction to academia. In the 2021/2022
 iteration of the course, students sampled, prepared, and sequenced genomes
 for halophilic (salt tolerant) bacteria, collected from environmental
 samples in Northern California. One draft genome was successfully
 sequenced without contamination and was submitted to the NIH's
 genetics database. Two other genome scaffolds, though successfully
 sequenced, are high in suspected contamination and were not accepted by
 the NCBI. These possibly-contaminated scaffolds are provided as FASTA
 files in this Dryad database. Both samples were collected in
 September/October 2021. Researchers can freely access and use these
 scaffolds for any purpose, such as seeking to apply more advanced
 contamination detection and removal algorithms that are beyond the scope
 of the course.
description: These environmental samples were collected in Northern
 Calfiornia, primarily in Davis, California. After culturing and
 incubating, they were sequenced on Illumina MiSeq machines. The reads were
 processed by Trimmomatic and SPAdes, with validation performed by CHECKM,
 the NCBI Foreign Contamination Screen, and ContEst16.
description: # Additional genomes from BIS23 (2021)
 [https://doi.org/10.5061/dryad.dbrv15fbz](https://doi.org/10.5061/dryad.dbrv15fbz) ## Description of the data and file structure These genomes were collected from samples in Davis, CA for an undergraduate research course (BIS 23A/BIS 23B) taught by the College of Biological Sciences at UC Davis in 2021. ### Files and variables #### File: 231232\_2ArWaCKT.fasta **Description:** Sample from a Saltwater Fish Tank that shares close identity with existing Halomonas sp. #### File: 231240\_10ClHs.fasta **Description:** Sample from a Arboretum Soil that shares close identity with Bacillus sp. ## Code/software The data can be analyzed with any genome analysis software that supports FASTA files. ## Access information Data was derived from environmental samples in Northern California.
DOI: 10.5281/zenodo.18457629
title: Spectroscopic data of LHCII trimers at pD 4.4 and pD 7.5
DOI: 10.5281/zenodo.18457628
title: Spectroscopic data of LHCII trimers at pD 4.4 and pD 7.5
DOI: 10.6084/m9.figshare.31230188
title: Adding anti-PD-1 antibody to definitive chemoradiotherapy in elderly patients with esophageal squamous cell carcinoma: higher intensity does not equate to better outcomes

description: The benefit of adding anti-PD-1 antibodies to definitive chemoradiotherapy (dCRT) in elderly patients with esophageal squamous cell carcinoma (ESCC) remains uncertain. This study evaluated its efficacy and safety versus dCRT alone. We retrospectively analyzed the patients aged ≥ 70 years with ESCC treated at three academic centers from 2009 to 2023. All patients received first-line dCRT and the study group additionally received anti-PD-1 antibodies (IO group). Propensity score matching (PSM) was applied to balance baseline factors. A total of 241 patients were enrolled, including 130 in the IO group and 111 in the dCRT group. After 1:1 PSM (110 patients per group), no significant differences in overall survival (OS) or progression-free survival (PFS) were observed. The median OS was 34.5 vs 33.7 months (HR = 0.86, 95%CI: 0.58–1.28, <i>p =</i> 0.467) and median PFS was 29.8 vs 17.8 months (HR = 0.79, 95%CI: 0.55–1.13, <i>p =</i> 0.194). Multivariate Cox analysis identified high nutritional risk as an independent predictor of worse OS (<i>p</i> = 0.014), while both advanced TNM stage (<i>p</i> = 0.030) and high nutritional risk (<i>p</i> = 0.016) were independently associated with shorter PFS. Subgroup analyses suggested that patients with good performance, better nutritional status or lower comorbidity burden may benefit from combination therapy. Grade 3–4 adverse events were comparable between two groups. Adding anti-PD-1 antibodies to dCRT did not result in a significant improvement in OS or PFS in the ESCC patients aged ≥ 70 years; however exploratory findings indicate a potential PFS signal in selected patients with favorable baseline conditions, which requires confirmation in prospective studies. This is the first multicenter study to evaluate the addition of immunotherapy to definitive chemoradiotherapy in elderly patients with esophageal squamous cell carcinoma.The addition of immune checkpoint inhibitors did not improve survival outcomes in the overall older population.Nutritional status and performance condition were strong prognostic factors; elderly patients with favorable profiles may derive greater benefit from intensified treatment. This is the first multicenter study to evaluate the addition of immunotherapy to definitive chemoradiotherapy in elderly patients with esophageal squamous cell carcinoma. The addition of immune checkpoint inhibitors did not improve survival outcomes in the overall older population. Nutritional status and performance condition were strong prognostic factors; elderly patients with favorable profiles may derive greater benefit from intensified treatment.
DOI: 10.6084/m9.figshare.31230188.v1
title: Adding anti-PD-1 antibody to definitive chemoradiotherapy in elderly patients with esophageal squamous cell carcinoma: higher intensity does not equate to better outcomes

description: The benefit of adding anti-PD-1 antibodies to definitive chemoradiotherapy (dCRT) in elderly patients with esophageal squamous cell carcinoma (ESCC) remains uncertain. This study evaluated its efficacy and safety versus dCRT alone. We retrospectively analyzed the patients aged ≥ 70 years with ESCC treated at three academic centers from 2009 to 2023. All patients received first-line dCRT and the study group additionally received anti-PD-1 antibodies (IO group). Propensity score matching (PSM) was applied to balance baseline factors. A total of 241 patients were enrolled, including 130 in the IO group and 111 in the dCRT group. After 1:1 PSM (110 patients per group), no significant differences in overall survival (OS) or progression-free survival (PFS) were observed. The median OS was 34.5 vs 33.7 months (HR = 0.86, 95%CI: 0.58–1.28, <i>p =</i> 0.467) and median PFS was 29.8 vs 17.8 months (HR = 0.79, 95%CI: 0.55–1.13, <i>p =</i> 0.194). Multivariate Cox analysis identified high nutritional risk as an independent predictor of worse OS (<i>p</i> = 0.014), while both advanced TNM stage (<i>p</i> = 0.030) and high nutritional risk (<i>p</i> = 0.016) were independently associated with shorter PFS. Subgroup analyses suggested that patients with good performance, better nutritional status or lower comorbidity burden may benefit from combination therapy. Grade 3–4 adverse events were comparable between two groups. Adding anti-PD-1 antibodies to dCRT did not result in a significant improvement in OS or PFS in the ESCC patients aged ≥ 70 years; however exploratory findings indicate a potential PFS signal in selected patients with favorable baseline conditions, which requires confirmation in prospective studies. This is the first multicenter study to evaluate the addition of immunotherapy to definitive chemoradiotherapy in elderly patients with esophageal squamous cell carcinoma.The addition of immune checkpoint inhibitors did not improve survival outcomes in the overall older population.Nutritional status and performance condition were strong prognostic factors; elderly patients with favorable profiles may derive greater benefit from intensified treatment. This is the first multicenter study to evaluate the addition of immunotherapy to definitive chemoradiotherapy in elderly patients with esophageal squamous cell carcinoma. The addition of immune checkpoint inhibitors did not improve survival outcomes in the overall older population. Nutritional status and performance condition were strong prognostic factors; elderly patients with favorable profiles may derive greater benefit from intensified treatment.
DOI: 10.6084/m9.figshare.31230246.v1
title: Transformational leadership and organizational identification: mapping the mechanisms, boundaries, and outcomes through a systematic review

description: This systematic review examines evidence on how transformational leadership (TL) is associated with organizational identification and related foci such as leader and team identification, and how these identity processes influence employee outcomes. Following PRISMA 2020 guided search and a structured search of web of science and Scopus identified 147 records of which 24 quantitative empirical studies met the inclusion criteria. Due to heterogeneity in research designs, measures, and constructs, a qualitative thematic synthesis was carried out. This review illustrates that TL is consistently positively related to higher levels of organizational, leader, and team identification across sectors and cultural contexts. The associations between TL and these forms of identification are typically elucidated by relational mechanisms such as trust and leader-member exchange, value-signalling processes such as corporate social responsibility and internal communication and psychological resources including empowerment and role clarity. Identification, in turn, is often related to greater work engagement, organizational citizenship behavior, voice, and creativity, and reduced turnover intentions, although most evidence is based on cross-sectional designs. The magnitude of these associations tends to vary according to contextual factors including organizational climate, cultural values, follower characteristics, and leader prototypicality. Overall, results suggest that TL is positively related to identity-based processes linked to a range of relevant employee outcomes, however, longitudinal and multilevel research designs are needed to further establish casual inference.