cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25405/data.ncl.11470392.v1
title: Transient absorption spectroscopy porphyrins and photocatalysts

description: Nanosecond transient measurements were performed with a custom laser spectrometer comprised of a Brillian Quantel laser with frequency doubled (532 nm, 330 mJ) or tripled (355 nm, 160 mJ) option, an Applied Photophysics xenon light source including a mod. 720 150 W lamp housing, a mod. 620 power controlled lamp supply and a mod. 03- 102 arc lamp pulser. Laser excitation was provided at 90° with respect to the white light probe beam. Light transmitted by the sample was focused onto the entrance slit of a SpectraKinetic monochromator (Applied photophysics). Kinetic traces were processed by means of a Agilent digital oscilloscope. A typical pulse energy of 2 mJ cm<sup>−2</sup> was used.<br>Zn and Sn refer to the metal centreme = Ph-CO2Me subsituentOH = Ph-CO2HN = pyridyl PH and POEt = Ph-PO(OEt)2<br>TEOA = 5% v/v triethanolamine added to 1:1 MeCN:H2O solutioncat = 10 equiv <b>CoNMeim </b>addedN+ = methyl pyridiniumstructures are provided in the JPEG file.<br><br>
DOI: 10.6084/m9.figshare.12136692.v4
title: Data used to quantify the life cycle cost of a typical Bahraini residential building using reinforced concrete and structural insulated panel (SIP), over 50 years, and including operational energy

description: This dataset contains all the data used in the quantification of the life cycle cost of a typical reinforced concrete house in Bahrain, as well as its structural insulated panel (SIP) equivalent, over 50 years, and including the cooling energy demand.<br>A table of contents on the first page helps navigating the dataset.
DOI: 10.6084/m9.figshare.23266994.v1
title: EFFICIENCY OF A STRUCTURED SQUAT-BASED PROGRAM IN KNEE OSTEOARTHRITIS REHABILITATION

description: EFFICIENCY OF A STRUCTURED SQUAT-BASED PROGRAM IN KNEE OSTEOARTHRITIS REHABILITATION
DOI: 10.6084/m9.figshare.25685523.v2
title: snRNA-seq, CT2A and GL261 murine tumors

description: R object containing seurat object of integrated sham, and CT2A- and GL261-engrafted brain samples. Data were integrated using rPCA and annotated as described in the corresponding manuscript (Mikolajewicz 2024). Please contact Dr. Nicholas Mikolajewicz (n.mikolajewicz@utoronto.ca) for any questions regarding the data.
DOI: 10.6084/m9.figshare.28078943.v1
title: Lunar Image Forensics: A Comprehensive and Comparative Photoelectromagnetic Analysis of Moon Landings

description: Photographic techniques capture electromagnetic wavelengths beyond human vision, revealing features invisible to the naked eye. These signals are processed into interpretable forms using methods like color mapping.<br><br>Pink lacks a specific electromagnetic wavelength, while grey poses a limitation due to its representation of only intensity—a blend of light and dark without spectral specificity. Imaging techniques reliant on spectral variation produce identical results for greyscale images unless non-visible data is present. Deviations from this uniformity may indicate errors, misinterpretations, or unknown phenomena.<br><br>Contention persists over analytical debates, including dismissible claims like Van Allen belt dangers and contested evidence of lunar mirrors. The precision of laser reflections targeting a moving 3x3-foot marker on the Moon highlights technical skill but often fails to resolve skepticism. For instance, a 0.1° shift moves a laser spot 670 km across the Moon's surface.<br><br>Forensic analysis (2022, 2023) of Apollo 11–17 photographs assessed authenticity claims. Images of humans in space, Earth, and the Moon's distant views were validated, but Moon landing visuals showed variations, suggesting diverse techniques may have replicated certain elements.<br><br>PEMi (Photoelectromagnetic Image) software enhances forensic analysis by differentiating natural and artificial light sources, revealing hidden features. Each PEMi-ID links to original sources, ensuring traceability and comparison.<br>Credits:<br>2022-2025 © Andrew Lehti<br>1961–2023 © NASA, ESA<br>Software: PEMi (GitHub: andylehti/PEMi.git)<br>Explore PEM-I: http://pemimage.streamlit.app<br>CC BY-SA 4.0
DOI: 10.6084/m9.figshare.7516022.v1
title: Cumulative equations for continuous time Chicago hyetograph method

description: ABSTRACT The Chicago method is a classical method based on IDF curves for obtaining design hyetographs which present rainfall rates as continuous functions of time, one valid for times before peak and another for after peak. The intensity peak of rainfall is arbitrarily positioned at time zero, the function before peak counting time reversely and the function after peak with time axis normally. The time duration of the hyetograph before peak is determined by multiplying the total duration by a displacement factor with value between zero and one. This technical note presents both equations for before and after peak with the same time axis (time zero at the beginning of hyetograph) to facilitate applications of the Chicago method. The equations presented show cumulated rainfall depths resulting from exact integrals over chronological time of the original Chicago method’s rainfall intensity equations. That is, at every instant of time from the beginning of the hyetograph one has the exact value of cumulated rainfall. Thus, by decumulation, the sequential rainfall hyetograph depths are obtained. There is an advantage in using these equations which are easily introduced in spreadsheets.
DOI: 10.17632/b754bk82r3
title: Self-Leadership and Associated Factors in Nursing Students

description: This dataset includes the raw data which its article published on Nurse Educator, titled "Self-Leadership and Associated Factors in Nursing Students: An Explanatory Sequential Mixed-Methods Study" (DOI:10.1097/NNE.0000000000001762). The research questions and findings can be found in the published article. As intended, the raw dataset is made public after its publication as an article.

The dataset comprises raw data derived from an extensive nationwide online survey distributed through two nursing student NGOs. The survey was conducted between June 2020 and Arpil 2022, involving 943 nursing students in Türkiye. Its objective was to assess self-leadership perceptions and the influencing factors among nursing students. The original dataset was in Turkish. To enhance accessibility, it was translated into English along with corresponding codifications. 

The survey covered the following key dimensions:

• Assessment of nursing students' self-leadership perceptions, with the utilization of Houghton and Neck's Revised Self-Leadership Questionnaire (RSLQ). 
• Compilation of descriptive attributes characterizing the nursing students, encompassing variables such as age, gender, place of residence, income level, grade, overall grade point average (GPA), and employment status.
• Diverse facets including previous participation in leadership or management training courses, affiliation with student clubs or non-governmental organizations (NGOs), assumption of managerial roles, involvement in scientific endeavors, and delineation of career aspirations.

In our research, an examination of the normal distribution was undertaken utilizing the Kolmogorov-Smirnov test, based on the available dataset. The quantitative data analysis encompassed the utilization of various statistical parameters such as percentages, frequencies, means, medians, standard deviations, and minimum-maximum values. These parameters were applied to ascertain the descriptive attributes of the student cohort as well as the scale scores. Additionally, a comparative assessment of scale scores across distinct groups was carried out through the application of the Mann Whitney U test. To assess potential associations, the Spearman correlation coefficient was employed to investigate the interplay between age, the quantity of scientific activities undertaken, and the resultant scale scores. The predetermined threshold for statistical significance was set at p &lt; 0.05.
DOI: 10.6084/m9.figshare.28049888.v1
title: Dataset.xlsx

description: m R辅助冰尾上的s 其中央昼夜节律。
DOI: 10.15131/shef.data.16669315.v2
title: A Vision Data Repository for Human-UR10 Robot Interactions in Manufacturing

description: This repository contains images and videos collected when an operator is interacting with an UR10 robot platform. The platform includes both real datasets from UR10 and synthetic datasets created with a Digital Twin software.The dataset is used in the paper of "<i>A deep learning-enhanced Digital Twin framework for improving safety and reliability in human–robot collaborative manufacturing</i>", published in Robotics and Computer-Integrated Manufacturing.<br>This data repository could be used for the purpose of object detection, classification and segmentation.
DOI: 10.6084/m9.figshare.20401974.v2
title: Repository Of BInders to Nucleic acids (ROBIN)

description: <strong>Repository</strong> <strong>Of</strong> <strong>BInders to</strong> <strong>Nucleic acids (ROBIN)</strong> is a new experimentally-derived nucleic acid binding small molecule library. This chemical library was curated by small molecule microarray (SMM) screening of 36 nucleic acid targets against a library of 24,572 small molecules.The dataset posted here includes the following: SDF_files: This folder contains the SDF files of compounds used in machine learning models. Mordred_files: This folder contains CSV files of Mordred chemical descriptors derived from SDF files mentioned above. Please refer to (https://github.com/ky66/ROBIN) for more details on how this dataset is used in the paper.
DOI: 10.6084/m9.figshare.27981093.v1
title: Appendices A-D and sheet extension movies for figures 5-8 from Growth regulation bringing modularity to morphogenesis of complex three-dimensional exoskeletons

description: This file contains a PDF file ("Ito_Uchiumi_appendices_ESM.pdf") of Appendices A, B, C, D, and movie files ("fig5g_movie.mp4", "fig5h_movie.mp4", "fig5i_movie.mp4", "fig6_movie.mp4", "fig7_movie.mp4", "fig8_movie.mp4", in MP4 format) of the sheet extension dynamics corresponding to figures 5g, 5h, 5i, 6, 7, and 8 in the main text.
DOI: 10.17632/3n8dkfvvwj
title: Computation programs and data for determining parameters in l-i AIR or l-i SEIR epidemic models

description: The attached Excel file has data and programs used for determining parameters l (average time length of latent period), i (average time length of infectious period), and α (transient incidence) in l-i AIR or l-i SEIR model equations. The detailed procedure for determining these parameters has been described in the preprint (DOI: https://doi.org/10.21203/rs.3.rs-310822/v1)
DOI: 10.21223/7wc7fm
title: Dataset for: At least 20 advanced clones from LBHTxLTVR population with resistance to late blight, virus, heat and drought tolerance, high tuber yield and quality for french fries and/or chips and earliness

description: The LBHT x LTVR population came from crossing two populations developed at CIP: LBHT for late blight resistance and LTVR for virus resistance in order to exploit heterosis for tuber yield, in 2013 under quarantine greenhouses at La Molina. 7200 genotypes (45 families with 160 seeds each) were planted. At harvest 258 clones were selected. Since 2015 until 2019, these clones were tested for late blight,PVX and PVY virus resistance, heat and drought tolerance, marketable tuber yield, dry matter and quality for industrial processing. The experiments were planted in sites where environmental conditions are favorable to have high pressure of biotic and abiotic stress, that allows us to select clones with resistance and / or tolerance to these factors. Thirty-nine clones were selected for late blight resistance, heat tolerance, some clones have drought tolerance, resistance to virus PVX and or PVY and good quality for industrial processing.
DOI: 10.48530/isoarch.2026.006
title: Strontium isotope data from modern plants in western Lithuania

description: This dataset includes 87Sr/86Sr measurements for 51 plant samples from 17 sampling sites in western Lithuania. Grass, shrub, and tree samples are presented from each sampling site to characterise bioavailable strontium. Overall, the 87Sr/86Sr for this dataset ranges between 0.7092 and 0.7177.
DOI: 10.48530/isoarch.2026.006.v1
title: Strontium isotope data from modern plants in western Lithuania

description: This dataset includes 87Sr/86Sr measurements for 51 plant samples from 17 sampling sites in western Lithuania. Grass, shrub, and tree samples are presented from each sampling site to characterise bioavailable strontium. Overall, the 87Sr/86Sr for this dataset ranges between 0.7092 and 0.7177.
DOI: 10.15468/dl.ycbgtn
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arhythmorhynchus villoti",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004238-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5061/dryad.2547d7x2f
title: Invasive species of Drosophilidae surpass neotropical species in larval use of fruit in Brazil’s Atlantic Forest and Caatinga biomes

description: Invasive alien species (IAS) exert a negative impact on biodiversity by
 competing with native species for the same trophic resources. Drosophilids
 are good models for studying biological invasions. Brazil has 14 IAS
 drosophilids, with four invasions in the last 30 years. These species
 cause damage to fruit crops and ecosystems. The relationship between
 drosophilids, especially in immature stages, and the environment is an
 under-explored field. Such studies are important in assessing the adaptive
 success of IAS and its impacts on native species. Here we investigate the
 use of fruits as larval development sites by neotropical drosophilids and
 IAS in 12 plant species collected from the Atlantic Forest and Caatinga
 biomes. Approximately 8 kg of fruits were investigated, from which 5,681
 drosophilids emerged (nine neotropical species and eight IAS). Invasive
 drosophilids accounted for more than 90% of the abundance of the hatchings
 and occupied more types of fruits compared to neotropical drosophilids.
 Zaprionus indianus, Drosophila malerkotliana, and D. nasuta stood out
 among the invasive species, the latter of which invaded Brazil only a
 decade ago and has high adaptive potential, surpassing neotropical
 drosophilids in the number of trophic resources used. Neotropical
 fruits were used less by native drosophilids, and a greater number of
 interactions occurred between fruits of IAS plants and IAS drosophilids,
 which is discussed in terms of evolutionary mechanisms. We found high
 niche overlap within the group of IAS drosophilids as well as between this
 group and neotropical drosophilids, which results in competitive
 advantages for the invasive species.
description: # Invasive species of Drosophilidae surpass neotropical species in larval
 use of fruit in Brazil’s Atlantic Forest and Caatinga biomes Authors:
 Tereza Cristina dos Santos Leal Martins, Ana Cristina Lauer Garcia, Martin
 Alejandro Montes **Description:** The supplemental files contain all the
 necessary information to support this research. **Files:** * Fig. S1 Map
 of Brazil (upper left) with the state of Pernambuco in black. The area
 indicated by the rectangle on the map is magnified in the image on the
 right, with reference points of sampling of fruits investigated for the
 emergence of drosophilids. - Fig. S2 Rarefaction curve for species of
 drosophilids recorded in fruits of different plant species collected in
 Atlantic Forest and Caatinga biomes of Northeast Brazil. Dotted line:
 observed richness; continuous line: richness predicted by rarefaction.
DOI: 10.5061/dryad.xwdbrv1qh
title: Data for: Combining radio-telemetry and radar measurements to test optimal foraging in an aerial insectivore bird

description: Optimal foraging theory posits that foragers adjust their movements based
 on prey abundance to optimize food intake. While extensively studied in
 terrestrial and marine environments, aerial foraging has remained
 relatively unexplored due to technological limitations. This study,
 uniquely combining BirdScan-MR1 radar and the ATLAS biotelemetry system,
 investigates the foraging dynamics of Little Swifts (Apus affinis) in
 response to insect movements over Israel's Hula Valley. Insect
 Movement Traffic Rate (MoTR) substantially varied across days, strongly
 influencing swift movement. On days with high MoTR, swifts exhibited
 reduced flight distance, increased colony visit rate, and earlier arrivals
 at the breeding colony, reflecting a dynamic response to prey
 availability. However, no significant effects were observed in total
 foraging duration, flight speed, or daily route length. Notably, as insect
 abundance increased, inter-individual distances decreased. These findings
 suggest that Little Swifts optimize their foraging behavior in relation to
 aerial insect abundance, likely influencing reproductive success and
 population dynamics. The integration of radar technology and biotelemetry
 systems provides a unique perspective on the interactions between aerial
 insectivores and their prey, contributing to a comprehensive understanding
 of optimal foraging strategies in diverse environments.
description: Bird movement data was collected using the ATLAS telemetry
 system. Insect data was collected using an insect radar.
description: # Data for: Combining radio-telemetry and radar measurements to test
 optimal foraging in an aerial insectivore bird
 [https://doi.org/10.5061/dryad.xwdbrv1qh](https://doi.org/10.5061/dryad.xwdbrv1qh) ## Description of the data and file structure Little swift (Apus affinis) movement data collected using the ATLAS system. Column headers are descriptive and contain units.
DOI: 10.5061/dryad.2280gb63h
title: Methodological material used for pre-validation study in H2020 Pharaon project

description: This repository provides more information on how the pre-validation task
 was set up. It contains an overview of each pilot site goal, target group
 or technologies pre-validated, an example of informal consent for users
 involved in the study, the After Questionnaire Scenario and the System
 Usability Scale, used during the test sessions to assess the difficulty
 and the willingness to use the technologies. They are the material for
 proceeding with a pre-validation of new technologies with a a minimum of
 users before to set up a Large scale pilot.
description: # Methodological material used for Pre-validation study in H2020 Pharaon
 project This repository provides more information on how the
 pre-validation task was set up. It contains an overview of each pilot site
 goal, target group, or technologies pre-validated to have the context of
 Pharaon project pre-validation, an example of informal consent for users
 involved in the study, the after-questionnaire scenario, and the system
 usability scale used during the test sessions. All this material was
 provided and created for the methodology to proceed with pre-validation of
 technologies in different pilot sites at a small scale before setting up
 Large-Scale-Pilots in the framework of the H2020 Pharaon (Pilots for
 Healthy and Active Ageing) project. The first  document explains the
 context of each pilot site. The other documents were shared with all pilot
 sites teams to be able to proceed with the test sessions with a minimum of
 end-users (older adults, caregivers, health professionals) to 1) assess
 the willingness to use the technologies, and 2) to collect technological
 issues to be improved before being put in place Large-Scale-Pilots. It
 allowed us to save money.
DOI: 10.5061/dryad.jm63xsjn6
title: Data and code from: Engineering bacteriophages through deep mining of metagenomic motifs

description: Bacteriophages can adapt to new hosts by altering sequence motifs through
 recombination or convergent evolution. Where such motifs exist and what
 fitness advantage they confer remains largely unknown. We report a new
 method, Metagenomic Sequence Informed Functional Scoring (Meta-SIFT), to
 discover sequence motifs in metagenomic datasets to engineer phage
 activity. Meta-SIFT uses experimental deep mutational scanning data to
 create sequence profiles to mine metagenomes for functional motifs
 invisible to other searches. We experimentally tested 17,000 Meta-SIFT
 derived sequence motifs in the receptor-binding protein of the T7 phage.
 The screen revealed thousands of T7 variants with novel host specificity
 with motifs sourced from distant families. Position, substitution and
 location preferences dictated specificity across a panel of 20 hosts and
 conditions. To demonstrate therapeutic utility, we engineered active T7
 variants against foodborne pathogen E. coli O121. Meta-SIFT is a powerful
 tool to unlock the potential encoded in phage metagenomes to engineer
 bacteriophages.
description: # Engineering bacteriophages through deep mining of metagenomic motifs ###
 Files and Folders * motif_finder_tool.py: main motif search tool *
 motif_finder_tool_modules.pyx: Cython modules for the main tool, requires
 compilation * *c*ompile_cython.py: used to compile Cython modules *
 IMGVR_v4_human-animal-wastewater. VOG-relevant. cdhit100.faa.gz: curated
 database proteins from IMG/VR. Some proteins contained within this
 database are unpublished and are credited to the original authors. Please
 see the [IMG/VR
 website](https://genome.jgi.doe.gov/portal/IMG_VR/IMG_VR.home.html) and
 usage policy for details. *
 prokaryotic_virus_ncbi_july2019.lim3000.trimmed.VOG-relevant.cdhit100.faa.gz: curated database proteins from NCBI. * Hierarchical_Cluster.R: R scripts used for hierarchical clustering Scripts for "Engineering bacteriophages through deep mining of metagenomic motifs". **Required Dependencies**: * Numpy * Cython **Setup and Installation**: 1. \`Download dataset here or git clone [https://github.com/raman-lab/Meta-SIFT](https://github.com/raman-lab/Meta-SIFT) 2. `cd Meta-SIFT` 3. ` python3 compile_cython.py build_ext –inplace` **Usage:** `motif_finder_tool.py -i -m [options]` **Publication Settings:** * `-n 6 -c 1 -e 1e-50 -t 0.8` * `-n 10 -c 1 -e 1e-5 -t 0.045`
DOI: 10.15468/dl.5pxqh8
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Echinorhynchus armoricanus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004239-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15398745
title: Experimental videos and trajectories of 25 Cardinal tetra in quasi-2D arenas of different radii
DOI: 10.5281/zenodo.18407385
title: Experimental videos and trajectories of 25 Cardinal tetra in quasi-2D arenas of different radii
DOI: 10.15468/dl.6cag2m
title: Occurrence Download

description: A dataset listing the 16733 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Lithuania",
 "OccurrenceStatus is Present",
 "Year 1990-2026"
 ]
}

 The dataset's 16733 records were derived from 218 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004234-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18112/openneuro.ds007335.v1.0.0
title: Superior Colliculus Pathways for Looming and Threat