cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/nm662r9xy4
title: Data for: Understanding the motivations and implications of Climate Emergency Declarations in cities: The case of Italy 

description: This dataset focuses on a sample of 105 Italian cities that have declared a climate emergency by the end of February 2021.
 It provides key data and information on the selected cities, the contents of their Climate Emergency Declarations (CEDs) and Local Climate Plans (LCPs), both mitigation and adaptation.  

It is organised into four spreadsheets containing the following data respectively:
1. General key data on the city sample: List of cities, Province, Region, Latitude, Longitude, Population, Classes of population, Surface area, Adhesion to: C40 / Climate Allliance / Covenant of Mayors / Green City Network
2. Cities by macroregions / regions / provinces and by population classes	
3. Climate Emergency Declarations (CEDs) of the sample cities (as of 28 February 2021). It includes the List of cities, CED date, Supporting documents/websites, and outcomes of the content analysis of CEDs, in terms of: references to national petitions, to the Friday for Future movement, to CEDAMIA, to the IPCC Report 2018, and to the Sustainable Development Goals, CO2/GHG targets,  links/adhesions to transnational climate networks, references to LCP and their targets, mentions to Adaptation,  Local air pollution, and support citizens' initiatives in favour of the climate, requests to local institutions (Regions) and to the government to take climate.
4. Local Climate Plans (LCPs) of the sample cities (as of 19 April 2021). It includes information on the availability of SEAP/SECAP within the Covenant of Mayors, Web source, Name of the MITIGATION plan, Approval date, and the outcomes of the content analysis of LCPs, in terms of: CO2/CO2eq emission target, baseline year, target year, carbon neutrality target and target year, web source, mentions to Local air pollution, adaptation plans (integrated or stand-alone), web source.
DOI: 10.17632/yxz2g92d8f
title: Service Quality and Living Accommodation Satisfaction in State-Owned University Student Housing

description: data on the following latent variables: affordability, administrative effectiveness-efficiency, service quality, living accommodation satisfaction; partial mediation of service quality on the influence of affordability and administrative effectiveness-efficiency on living accommodation satisfaction. data analyzed using pls-sem.
DOI: 10.6084/m9.figshare.21776735.v1
title: Supplementary Material for: Understanding the Presentation of Terminal Ileitis

description: Our patient is a 47-year-old African American female with a past medical history of recurrent episodes of small bowel obstruction. She presented to the emergency department with symptoms of nausea, vomiting, and abdominal pain. Upon further evaluation, imaging showed obstruction at the terminal ileum. Based on the holistic clinical presentation, we initially thought that this patient was experiencing symptoms of early onset Crohn’s disease. Gastroenterology evaluated the patient and was uncertain of the formal diagnosis. Colonoscopy and biopsy were not pathognomonic for Crohn’s disease, suggesting that there may be a component of terminal ileitis or another inflammatory bowel disease process. This case exemplifies the degree to which these inflammatory bowel disease processes frequently overlap.
DOI: 10.6084/m9.figshare.26088109.v1
title: An inertial measurement unit is a valid alternative to a video motion capture system for rotational parameters in snowboard freestyle

description: Dataset for the publication: "An inertial measurement unit is a valid alternative to a video motion capture system for rotational parameters in snowboard freestyle".
DOI: 10.6084/m9.figshare.28938005.v2
title: SMT_ImageSet

description: This dataset is designed for research and development in surface-mount technology (SMT) image enhancement, defect detection, and visual recognition under varying illumination and imaging conditions.
DOI: 10.1594/pangaea.878537
title: Underway physical oceanography and carbon dioxide measurements during L Astrolabe cruise 353L20051019

description: Cruise QC flag: D (see further details).
DOI: 10.6084/m9.figshare.11306792.v1
title: Material composition of consumer electronics

description: The dataset represents material composition of 25 commonly used consumer electronic products. The "Disassembly Data workbook" includes detailed, finely resolved data describing product composition of consumer electronics at the level of each major assembly and sub-assembly. Each sheet in this workbook represents a single product category, where most categories contain multiple product samples.The primary disassembly data are always represented as the total amount of each material per major component assembly and per product. The "Product Bill of materials" workbook includes total mass and mass percent of each material for all products studied and an average, maximum, and minimum mass and mass composition for each product category. It also contain literature values where available. The literature values were obtained, evaluated, and reorganized according to three parameters - transparency, level of detail and category consistency. If available, component-level detailed material compositions were included, but published data were more commonly available only in mass percentage composition of each material per product. Like primary disassembly, average maximum and minimum percentage material composition for published sources are provided if available. The qualitative analysis of each data point from published data sources is indicated next to each data point from published source.
DOI: 10.6084/m9.figshare.27262035.v1
title: Spectral_RKE_and_DKE_analysis

description: The data used in this study consists of the output from numerical models and AI models after conducting kinetic energy spectrum and spectral budget analysis. The numerical model outputs provide a traditional approach to understanding atmospheric phenomena, while the AI model outputs offer a novel perspective. By analyzing the kinetic energy spectrum and spectral budget of these two types of outputs, we can gain deeper insights into the characteristics and behaviors of mesoscale atmospheric systems. This data-driven analysis tool enables us to compare and contrast the performance of different models and potentially improve our understanding and prediction of atmospheric processes.
DOI: 10.1594/pangaea.121262
title: Total carbon dioxide and alkalinity at station TT008_5-CTD29
DOI: 10.17632/x4jsjf9wcj
title: FFLUX Report Supporting Info

description: This repository provides additional data to accompany the report:

"Application of the FFLUX Force Field to Urea"
F. Deakin
DOI: 10.17632/ymnn4b85wj
title: Density-functional theory calculations for poly-atomic systems: electronic structure, static and elastic properties and ab initio molecular dynamics

description: Abstract The package fhi96md is an efficient code to perform density-functional theory total-energy calculations for materials ranging from insulators to transition metals. The package employs first-principles pseudopotentials, and a plane-wave basis-set. For exchange and correlation both the local density and generalized gradient approximations are implemented. The code has a low storage demand and performs efficiently on low budget personal computers as well as high performance computers. Title of program: fhi96md Catalogue Id: ACTF_v2_0 [ADGY] Nature of problem In poly-atomic systems as for example molecules [1,2], crystals [3,4], defects in crystals [5,6], surfaces [7-9], it is highly desirable to perform accurate electronic structure calculations, without introducing uncontrollable approximations. This enables the predictive description of equilibrium properties as well as of non-equilibrium phenomena for a wide class of materials. Examples studied with the present code or its predecessor include meta-stabilities of defects [5-10}, surface reconstruc ... Versions of this program held in the CPC repository in Mendeley Data ACTF_v1_0; fhi93cp; 10.1016/0010-4655(94)90187-2 ACTF_v2_0; fhi96md; 10.1016/S0010-4655(97)00117-3 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.17632/zhhns2tpr5
title: Data for: Sorption of rare earth elements onto basaluminite: the role of sulfate and pH

description: Raw data from sorption experiments
DOI: 10.6084/m9.figshare.9870413.v1
title: Interface analysis of direct restorative systems on human enamel and dentin

description: ABSTRACT The present study aimed to characterize the interface between resin and dental substrate submitted to the etch-and-rinse and self-etching restorative process, leading to the presence of gaps and infiltration of adhesive systems in dental substrates. The analysis was done in two dental substrates: enamel and dentin. Six healthy teeth, previously collected and stored were sectioned into three distinct axes to evaluate adherence in relation to dental morphology. A universal adhesive system was applied in etch-and-rinse and self-etch way. The self-etch technique is not effective in enamel, so gaps were produced. But etch-and-rinse is more efficient due to the demineralization process by a strong acid, generating adhesive mechanical imbrications. For dentin, etch-and-rinse formed a thick hybrid layer, irregular and penetration of resin tags; and self-etch formed a thinner hybrid layer, homogeneous and without tags. The size of the hybrid layer and penetration of tags didn’t influence the bond strength, which is dependent on the factor of quality hybrid layer and its interaction with the substrate.
DOI: 10.1594/pangaea.121255
title: Total carbon dioxide and alkalinity at station TT008_5-CTD22
DOI: 10.1594/pangaea.121339
title: Total carbon dioxide and alkalinity at station TT012_5-CTD79
DOI: 10.17632/kxhkhnkvjz
title: Data of the grain-scale tensile and shear strengths of glass bead pairs cemented by MICP

description: This dataset comprises the raw data obtained during the grain-scale tensile and shear strength tests. The strength tests were conducted with the glass bead pairs cemented by microbially induced calcite precipitation (MICP) for 60 cases—30 cases for the tensile test (T1-to-T30) and 30 cases for the shear test (S1-to-S30). The raw and unprocessed video files are also uploaded in mp4 format. The excel file provides the analyzed test results such as calcite mass, bead mass, calcite content, maximum force, minimum cross-sectional area, calcite density, and failure mode. The X-ray CT images scanned before the mechanical testing are uploaded in DCM format for T1, T10, S14, and S20 cases.
DOI: 10.17632/m7ds6pkxd3
title: Flood Damage Risk Mapping along the River Niger (2024-2025)

description: This dataset contains information used for the quantitative estimation of flood risk along the Niger River upstream of the city of Niamey, Niger. The data was collected as part of the SLAPIS Project through field surveys, interviews with farmers and processing of data extracted from satellite images. The dataset includes three folders:
1. Agriculture: This folder includes (i) land cover classes for rice in irrigated perimeters, pond rice, horticulture, pumpkins, and sweet potatoes; (ii) sample fields for each land cover class, where the crops and their inundation status were verified on ground as of mid-February 2025.
2. Flood Plain: This folder includes (i) the inundated areas as of August 20, 2024, and February 16, 2025, extracted from Sentinel-2 imagery using the Modified Normalized Difference Water Index (MNDWI); (ii) Ground Control Points of the water edge detected by GPS.
3. Human Settlements: This folder includes (i) the built-up areas of human settlements within a 1 km strip from the Niger Riverbank and within river islands. The information was extracted by visual photointerpretation of very high-resolution satellite image as of February 2024 accessible on Google Earth; (ii) buildings located within the inundated area as of August 20, 2024.
DOI: 10.6084/m9.figshare.3482294.v1
title: Supplementary Material for: Clinician-Reported Barriers to Implementing Breast Cancer Chemoprevention in the UK: A Qualitative Investigation

description: <i>Aims:</i> The use of tamoxifen and raloxifene as preventive therapy for women at increased risk of breast cancer was approved by the National Institute for Health and Care Excellence (NICE) in 2013. We undertook a qualitative investigation to investigate the factors affecting the implementation of preventive therapy within the UK. <i>Methods:</i> We recruited general practitioners (GPs) (n = 10) and clinicians working in family history or clinical genetics settings (FHCG clinicians) (n = 15) to participate in semi-structured interviews. Data were coded thematically within the Consolidated Framework for Implementation Research. <i>Results:</i> FHCG clinicians focussed on the perceived lack of benefit of preventive therapy and difficulties interpreting the NICE guidelines. FHCG clinicians felt poorly informed about preventive therapy, and this discouraged patient discussions on the topic. GPs were unfamiliar with the concept of preventive therapy, and were not aware that they may be asked to prescribe it for high-risk women. GPs were reluctant to initiate therapy because it is not licensed, but were willing to continue a prescription if it had been started in secondary or tertiary care. <i>Conclusions:</i> Barriers to implementing preventive therapy within routine clinical practice are common and could be addressed by engaging all stakeholders during the development of policy documents.
DOI: 10.1594/pangaea.121261
title: Total carbon dioxide and alkalinity at station TT008_5-CTD28
DOI: 10.25378/janelia.28063325.v1
title: MouseLight Neuron AA1639

description: A vast neural tracing effort by a team of Janelia scientists has upped the number of fully-traced neurons in the mouse brain by a factor of 10. Researchers can now download and browse the data in three dimensions. Inside the mouse brain, individual neurons zigzag across hemispheres, embroider branching patterns and, researchers have now discovered, can even spool out spindly fibers up to 45 centimeters long. Scientists can see and explore these wandering neural traces in 3-D in the most detailed map of mouse brain wiring yet created. The map reconstructs the shape and position of more than 300 of the 70 million neurons in the mouse brain. Previous efforts to trace the path of individual neurons had topped out in the dozens. The selectively-labeled neurons were mapped in an iterative process with two-photon microscopy. The brain is sliced in 200-micron sections and a few dozen neurons are labeled at a time and imaged. Each brain imaged yields about 50 terabytes of data, each containing mapped neurons which can be browsed via the NeuronBrowser application at https://ml-neuronbrowser.janelia.org/. Researchers interested in the complete raw data set should contact Janelia to discuss obtaining it via hardware transfer.
DOI: 10.6084/m9.figshare.12466043.v1
title: 16S rRNA partial gene sequences of the bacterial strain CC4533 (Sphingobium yanoikuyae PR86 strain variant partial 16S rRNA sequence; GenBank Accession # MN633285.1).

description: Dataset contains 2 abi extension files and corresponding sequence text files obtained from partial sequencing of the 16S rRNA gene of CC4533 strain (<i>Sphingobium yanoikuyae</i> PR86 strain variant). There are 2 electropherogram files and corresponding text files of DNA sequences in the dataset. The 16S rRNA gene was partially amplified from CC4533 and cloned in the TOPO-TA vector (Thermo Scientific Fisher) for DNA sequencing. Sanger dideoxy sequencing technology was used for DNA sequencing.<br>
DOI: 10.6084/m9.figshare.16941100.v1
title: FSMol Dataset

description: The FS-Mol dataset
DOI: 10.6084/m9.figshare.27994094.v1
title: Optimal Multitask Linear Regression and Contextual Bandits under Sparse Heterogeneity

description: Large and complex datasets are often collected from several, possibly heterogeneous sources. Multitask learning methods improve efficiency by leveraging commonalities across datasets while accounting for possible differences among them. Here, we study multitask linear regression and contextual bandits under <i>sparse heterogeneity</i>, where the source/task-associated parameters are equal to a global parameter plus a sparse task-specific term. We propose a novel two-stage estimator called MOLAR that leverages this structure by first constructing a covariate-wise weighted median of the task-wise linear regression estimates and then shrinking the task-wise estimates towards the weighted median. Compared to task-wise least squares estimates, MOLAR improves the dependence of the estimation error on the data dimension. Extensions of MOLAR to generalized linear models and constructing confidence intervals are discussed in the paper. We then apply MOLAR to develop methods for sparsely heterogeneous multitask contextual bandits, obtaining improved regret guarantees over single-task bandit methods. We further show that our methods are minimax optimal by providing a number of lower bounds. Finally, we support the efficiency of our methods by performing experiments on both synthetic data and the PISA dataset on student educational outcomes from heterogeneous countries.
DOI: 10.6084/m9.figshare.28806155.v1
title: TiLV infected tilapia: phenotypes and genotypes

description: Disease resistance is one of the main targets of animal breeding programs. In recent years, incorporating genomic information to accelerate genetic progress has become one of the priorities of the industry. We combined a fine-mapping analysis using population scale whole-genome sequence for resistance to Tilapia Lake Virus (TiLV) in a breeding Nile tilapia (<i>Oreochromis niloticus</i>) GIFT population, with gene differential expression and functional annotation analyses. Here, 950 fish from a natural TiLV outbreak were sampled and genotyped for 5.7M SNPs using whole-genome resequencing and imputation. Our results confirmed a major QTL in the proximal end of <i>Oni22</i>, identifying 555 markers significantly associated with binary survival (BS) within a 10 Mb window, and tightly linked with the most significant marker (p-value = 4.90E-11) located at 311 Kb, presenting a substitution effect of 16 %. Highly associated markers with TiLV resistance confer missense mutations in two anti-viral genes harbored in this region; <i>lgals17</i> and <i>vps52</i>. Host transcriptomic response analyses identified genes differentially expressed between resistant and susceptible genotypes according to the major QTL highlighting <i>ha1f</i>. This is the first study combining whole genome sequencing at population scale with genomic approaches to assess the underlying genomic basis for TiLV resistance. Our results confirm and narrow down a major QTL underlying this key trait in a major aquaculture species worldwide. The identified markers and genes have the potential to improve resistance to TiLV in Nile tilapia, significantly improving animal health and welfare.
DOI: 10.17632/d7xdsg4r5b
title: La-Y-Ni-based hydrogen storage prediction

description: La-Y-Ni-based hydrogen storage prediction dataset
DOI: 10.17632/g5sb695bt9
title: DeskTrack

description: DeskTrack is software that enables companies to monitor employee activity and time. It can be used to monitor staff break periods, application usage, website visits, and login/logout timings. It also offers thorough reports on worker performance and productivity. DeskTrack is a potent tool that can assist firms in enhancing worker morale, lowering costs, and increasing compliance. Address:- 217 Metropolis Tower, Ajmer Road, Jaipur, Rajasthan, 302019 Contact Us:- 963-614-0177
DOI: 10.6084/m9.figshare.11553162.v4
title: iso2k v0.14.2

description: Reconstructions of global hydroclimate during the Common Era (CE; the past ~2,000 years) are important for providing context for current and future global environmental change. Stable isotope ratios in water are quantitative indicators of hydroclimate on regional to global scales, and these signals are encoded in a wide range of natural geologic archives. Here we present the Iso2k database, a global compilation of previously published datasets from a variety of natural archives that record the stable oxygen (δ18O) or hydrogen (δ²H) isotopic composition of environmental waters, which reflect hydroclimate changes over the CE. The Iso2k database contains 756 isotope records from the terrestrial and marine realms, including: glacier and ground ice (205); speleothems (68); corals, sclerosponges, and mollusks (145); wood (81); lake sediments and other terrestrial sediments (e.g., loess) (158); and marine sediments (99). Individual datasets have temporal resolutions ranging from sub-annual to centennial, and include chronological data where available. A fundamental feature of the database is its comprehensive metadata, which will assist both experts and non-experts in the interpretation of each record and in data synthesis. Key metadata fields have standardized vocabularies to facilitate comparisons across diverse archives and with climate model simulated fields. This is the first global-scale collection of water isotope proxy records from multiple types of geological and biological archives. It is suitable for evaluating hydroclimate processes through time and space using large-scale synthesis, model-data intercomparison and (paleo)data assimilation.
DOI: 10.6084/m9.figshare.5668111.v1
title: Temporomandibular joint dysfunction in Parkinson's Disease: an integrative literature review

description: ABSTRACT Temporomandibular joint dysfunction is a set of disorders involving the masticatory muscles, temporomandibular joint and associated structures. It is known that the progression of motor symptoms in Parkinson's disease is an indication that these people are more prone to the development of this dysfunction. Thus, this study aims to investigate the signs and symptoms of temporomandibular dysfunction in people with Parkinson's disease. The search was performed in the databases: MEDLINE/ PubMed, LILACs, CINAHL, SCOPUS, Web of Science and PEDro, without timing or language restriction. Specific descriptors were used for each database and keywords, evaluated by the instruments: Critical Appraisal Skill Program and Agency for Health care and Research and Quality. A total of 4,209 articles were found but only 5 were included. After critical analysis of the methodology of the articles, one did not reach the minimum score required by the evaluation instruments, thus, it was excluded. The selected articles addressed, as signs and symptoms of temporomandibular joint dysfunction, the following: myofascial pain, bruxism, limitation of mouth opening, dislocation of the articular disc and asymmetry in the distribution of occlusal contacts. Further studies are needed in order to determine the relationship between cause and effect of the analyzed variables, so as to contribute to more specific and effective therapeutic interventions.
DOI: 10.1594/pangaea.933175
title: Laser diffraction particle size analysis (NGHP-01 Sites 10 and 16)
DOI: 10.1594/pangaea.933188
title: Total organic carbon and total sulfur (NGHP-01 Sites 10 and 16)
DOI: 10.17632/2yzj6pswdx
title: ESG 

description: Article: Is ESG Mutual Fund Quality in the Eye of the Beholder?
DOI: 10.17632/cs2wwyb4kx
title: GVC position