cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21227/395m-cy10
title: Smart Water Meter

description: Water leakage problems increased over the last few years, and innovative tools and techniques appeared to solve this widespread problem. The still unresolved problem concerns the identification of water leaks at the nearest point; at the household level, the most common and inexpensive devices are still mechanical meters, which cannot detect leaks. While the issue is not important for water service providers since consumption is charged to the user, the resolution is of crucial importance due to the increasingly relevant concern of saving natural resources. A previous proposal exploited classical vision algorithms on mechanical water meters but required a controlled environment, like illumination and target positioning, and time-consuming calibration procedures. Machine learning approaches enabled image processing techniques also in non-controlled environments, overcoming the classical methods but introducing new challenges like power consumption.I n this research, a water leakage detector at the household level based on machine learning is presented. Using a combination of Convolutional Neural Networks (CNNs) and Long Short-Term Memory Networks (LSTM) with an under-sampling technique, it is possible to process the images of a mechanical water meter dial and identify the Period With Null Consumption (PWNC) or the consumption class.
DOI: 10.25318/1310086201-fra
title: Établissements de soins infirmiers et de soins pour bénéficiaires internes, type de service offert par industrie, annuel

description: Totaux et pourcentages des services offerts en santé et services médicaux, counseling en matière de santé mentale, et services en soins personnels et bien-être dans les établissements de soins infirmiers et de soins pour bénéficiaires internes, par SCIAN 2017 (Système de classification des industries de l'Amérique du Nord), pour le Canada, provinces et territoires, annuel.
DOI: 10.25318/1310086101-eng
title: Nursing and residential care facilities, annual hours worked by type of employee and industry, annual

description: Totals and percentages of nursing and residential care facility employee annual hours worked, for nurses, physicians and therapists, direct care support workers, and indirect care employees, by 2017 NAICS (North American Industry Classification System), for Canada, provinces and territories, annual.
DOI: 10.26106/eh4p-zy58
title: Tunable Resistive Pulse Sensing results from the isolation of extracellular microvesicles in comparison with the theoretical model - concept
title: Comparison of TRPS analysis of EVs with a model
DOI: 10.5287/bodleian:jnx2m0zjp
title: Replication data for The political consequences of housing (un)affordability
DOI: 10.25318/1310086101-fra
title: Établissements de soins infirmiers et de soins pour bénéficiaires internes, heures annuelles travaillées par type d'employé et industrie, annuel

description: Totaux et pourcentages des heures travaillées annuelles par les infirmiers, médens et thérapeutes, employés de soutien aux soins directs et soins indirects dans les établissements de soins infirmiers et de soins pour bénéficiaires internes, par SCIAN 2017 (Système de classification des industries de l'Amérique du Nord), pour le Canada, provinces et territoires, annuel.
DOI: 10.25318/3810015701-eng
title: Protected and conserved ocean and coastal ecosystem extent account

description: Protected and conserved area of Canadian ocean water layers and selected coastal and ocean floor ecosystems, by marine bioregion, conservation and protection category and management category.
DOI: 10.6073/pasta/22baf714dbc796f13af77aa8b08111e6
title: EAP21-0576.R1 - Implementing Community-Engaged Ecological Research in Proctor Creek, an Urban Watershed in Atlanta, GA

description: The Southeast Region of the U.S. Fish and Wildlife Service (USFWS) implemented community-engaged research in Proctor Creek, an urban watershed in Northwest Atlanta, Georgia, to sample for aquatic species of concern in Atlanta, Georgia’s Proctor Creek Watershed as a part of the Urban Waters Federal Partnership program. This research shifted the focus of the agency from the endangered and pristine natural spaces to a major city watershed negatively impacted by urbanization and other human influences for more than a century. Team members from USFWS, Proctor Creek Watershed residents, local students, and other stakeholders in the UWFP spent three months conducting stream surveys and participating in community-led events to build relationships and learn community priorities. The team collected data at 11 sites throughout the Proctor Creek Watershed, visually assessed each site, and collected aquatic species using dip nets, seines, and traps. We observed approximately 28 aquatic species, including 13 unique fish species, and eight macroinvertebrate species, including two unique crayfish species. We also observed varying degrees of ecological health throughout the watershed. Native aquatic animal species were found at all stream sites, no matter the condition of the stream. Through creating training resources and disseminating data among team members for future sampling, the team established pathways to keep natural resource stewardship sustainable outside of direct federal involvement. Through engaging in community-engaged research to achieve the mission of the agency, the USFWS Proctor Creek watershed survey helped shift the paradigm of how government agencies can connect their mission statements to the ever-changing complex needs of the American public.
DOI: 10.5281/zenodo.7433026
title: dhaw/fluCodeImperial: Using real-time data to guide decision-making during an influenza pandemic: a modelling analysis

description: Codes to reproduce analysis and figures in "Using real-time data to guide decision-making during an influenza pandemic: a modelling analysis". All codes are in the folder "fluCodeImperial-main.zip". The file runExamples.m, in the code folder, contains step-by-step instructions for reproducing figures and running model fits.
DOI: 10.5281/zenodo.7433550
title: dhaw/fluCodeImperial: Using real-time data to guide decision-making during an influenza pandemic: a modelling analysis

description: Codes to reproduce analysis and figures in "Using real-time data to guide decision-making during an influenza pandemic: a modelling analysis". All codes are in the folder "fluCodeImperial-main.zip". The file runExamples.m, in the code folder, contains a step-by-step method for reproducing figures and running model fits.
DOI: 10.25318/3810015701-fra
title: Compte de l’étendue des écosystèmes océaniques et côtiers protégés et conservés

description: Superficie protégée et conservée des couches d’eau océanique et de certains écosystèmes côtiers et du plancher océanique du Canada, selon la région biomarine, la catégorie de conservation et de protection, et la catégorie de gestion.
DOI: 10.5517/ccdc.csd.cc2cjsrg
title: CCDC 2190886: Experimental Crystal Structure Determination

description: Related Article: Li Dai, Di Xu, Peng-Fei Song, Jun Zhang|2023|J.Organomet.Chem.|984|122575|doi:10.1016/j.jorganchem.2022.122575
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25318/4210003901-eng
title: Use of non-parental child care in the evenings or on weekends, children in school aged 4 to 12 years

description: Percentage of children in school aged 4 to 12 years participating in non-parental child care in the evenings or on weekends.
DOI: 10.5287/bodleian:yegarwrax
title: WEALTHPOL UK Survey Data on Wealth Inequality
DOI: 10.25318/4210003901-fra
title: Recours à des services de garde fournis par une personne sans lien de parenté le soir ou la fin de semaine, enfants âgés de 4 à 12 ans allant à l’école

description: Pourcentage d'enfants enfants âgés de 4 à 12 ans allant à l’école recevant des services de garde fournis par une personne sans lien de parenté le soir ou la fin de semaine.
DOI: 10.25318/3310060801-eng
title: Business or organization plans to adjust supply chain over the next 12 months, fourth quarter of 2022

description: Business or organization plans to adjust supply chain over the next 12 months, by North American Industry Classification System (NAICS), business employment size, type of business, business activity and majority ownership, fourth quarter of 2022.
DOI: 10.5519/qd.7ts89ha1
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (2 records)
DOI: 10.5519/qd.yu3iah6l
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (5403330 records)
DOI: 10.25318/3310060801-fra
title: Ajustements que les entreprises ou les organismes prévoient apporter à leur chaîne d’approvisionnement au cours des 12 prochains mois, quatrième trimestre de 2022

description: Ajustements que les entreprises ou les organismes prévoient apporter à leur chaîne d’approvisionnement au cours des 12 prochains mois, selon le Système de classification des industries de l’Amérique du Nord (SCIAN), l’effectif de l’entreprise, le type d’entreprise, l’activité de l'entreprise et le propriétaire majoritaire, quatrième trimestre de 2022.
DOI: 10.25318/3310060701-eng
title: Business or organization expectations of change in supply chain challenges over the next three months, fourth quarter of 2022

description: Business or organization expectations of change in supply chain challenges over the next three months, by North American Industry Classification System (NAICS), business employment size, type of business, business activity and majority ownership, fourth quarter of 2022.
DOI: 10.25318/3310060701-fra
title: Attentes des entreprises ou des organismes quant à la manière dont les défis liés à la chaîne d’approvisionnement changeront au cours des trois prochains mois, quatrième trimestre de 2022

description: Attentes des entreprises ou des organismes quant à la manière dont les défis liés à la chaîne d’approvisionnement changeront au cours des trois prochains mois, selon le Système de classification des industries de l’Amérique du Nord (SCIAN), l’effectif de l’entreprise, le type d’entreprise, l’activité de l'entreprise et le propriétaire majoritaire, quatrième trimestre de 2022.
DOI: 10.15784/601630
title: Dissolved Inorganic Nutrient Samples from Station E (Palmer Station, Antarctica) and Associated Incubation Experiments

description: Dissolved inorganic nutrient samples were collected from Station E (Palmer Station, Antarctica) and associated incubation experiments with Station E water. Samples were analyzed for Nitrate plus Nitrite, Nitrite, Ammonium, Phosphate and Silicate. All nutrient analyses were performed at Bigelow Laboratory for Ocean Sciences. An overview of the analytical methods used for these analyses is included in a secondary tab with the uploaded data.
DOI: 10.6084/m9.figshare.21428121
title: Supplementary_Material_Data.xlsx

description: The collated earthworm and tipulid dataset from literature searches used in the meta-analysis.
DOI: 10.5281/zenodo.5746605
title: Psychiatric symptoms and emotional impact of the COVID-19 pandemic on Italian adolescents during the third lockdown: a cross-sectional cohort study

description: This database includes the raw data linked with the paper “Psychiatric Symptoms and Emotional Repercussions of the COVID-19 Pandemic on Italian Adolescents: Third Lockdown Survey” . In this paper, we proposed a questionnaire to investigate the presence of symptoms related to anxiety, panic, depression, eating disorders, sleep disorders, tendency to social withdrawal, stress disorders, psychotic symptoms, anti-conservative thoughts, and self-harming acts aggravated by COVID-19 restrictions. Our aim was to investigate: (1) The prevalence rate and sociodemographic correlates of COVID-19 related stress disorders, depressive, anxious, panic, and psychotic symptoms, according to DSM-5 criteria, during the third lockdown in Italy. (2) Perception of personal stress level, dysfunctional eating behaviours, sleep problems, substances abuse, perceived social withdrawal, and suicidal ideation and self-harm during the third lockdown in Italy. (3) Differences between male adolescents and female adolescents. We administered an online anonymous questionnaire, built ad hoc using validated scales, to a cohort of 500 Italian adolescents (12-18 y.o.). Our study highlighted that the respondents felt more stress than during the first lockdown. Participants showed suprathreshold symptoms for post-traumatic stress disorder and isolated symptoms of acute or post-traumatic stress due to the pandemic. In addition, we found psychotic symptoms, panic, anxiety, depression, eating-related symptoms, sleep difficulties, tendency to social withdrawal after the pandemic, suicidal ideation, and self-harming behaviour. Furthermore, girls showed a more severe level of distress than boys did. The results show a high prevalence of symptoms developed as a result of the COVID-19 pandemic and which are undermining the psychological health of Italian adolescents.
description: Funding: Ricerca Corrente 2021 (Ministry of Health, Italy)
DOI: 10.5281/zenodo.5746604
title: Psychiatric symptoms and emotional impact of the COVID-19 pandemic on Italian adolescents during the third lockdown: a cross-sectional cohort study

description: This database includes the raw data linked with the paper “Psychiatric Symptoms and Emotional Repercussions of the COVID-19 Pandemic on Italian Adolescents: Third Lockdown Survey” . In this paper, we proposed a questionnaire to investigate the presence of symptoms related to anxiety, panic, depression, eating disorders, sleep disorders, tendency to social withdrawal, stress disorders, psychotic symptoms, anti-conservative thoughts, and self-harming acts aggravated by COVID-19 restrictions. Our aim was to investigate: (1) The prevalence rate and sociodemographic correlates of COVID-19 related stress disorders, depressive, anxious, panic, and psychotic symptoms, according to DSM-5 criteria, during the third lockdown in Italy. (2) Perception of personal stress level, dysfunctional eating behaviours, sleep problems, substances abuse, perceived social withdrawal, and suicidal ideation and self-harm during the third lockdown in Italy. (3) Differences between male adolescents and female adolescents. We administered an online anonymous questionnaire, built ad hoc using validated scales, to a cohort of 500 Italian adolescents (12-18 y.o.). Our study highlighted that the respondents felt more stress than during the first lockdown. Participants showed suprathreshold symptoms for post-traumatic stress disorder and isolated symptoms of acute or post-traumatic stress due to the pandemic. In addition, we found psychotic symptoms, panic, anxiety, depression, eating-related symptoms, sleep difficulties, tendency to social withdrawal after the pandemic, suicidal ideation, and self-harming behaviour. Furthermore, girls showed a more severe level of distress than boys did. The results show a high prevalence of symptoms developed as a result of the COVID-19 pandemic and which are undermining the psychological health of Italian adolescents.
description: Funding: Ricerca Corrente 2021 (Ministry of Health, Italy)
DOI: 10.6084/m9.figshare.20043665.v11
title: AQME paper examples

description: This dataset contains example for our newly developed program AQME : Automated Quantum Mechnical Envirnments for chemical analysis. We show the utility of independent modules in multiple end-to-end examples covering both jupyter notebook and HPC computing.
DOI: 10.48420/21710546
title: Questionnaire Responses August 2022 Pilot Study

description: Participant ratings of each of three environments for six observed qualities. Environments are no-trees, some-trees, and more-trees, each a variation of the same area with varying levels of greenery. 10 participants were shown the environments in virtual reality and asked to rate each of the three on a scale of 1 to 7 for safety, beauty, density, greenness, building height, and road width. Another questionnaire asked the participants for their experience of urban, suburban and rural areas. The wide_merged file contains the merge of these two questionnaires in a wide format. The long file contains the results of the environment rating questionnaire in a long format.
DOI: 10.48420/21710546.v1
title: Questionnaire Responses August 2022 Pilot Study

description: Participant ratings of each of three environments for six observed qualities. Environments are no-trees, some-trees, and more-trees, each a variation of the same area with varying levels of greenery. 10 participants were shown the environments in virtual reality and asked to rate each of the three on a scale of 1 to 7 for safety, beauty, density, greenness, building height, and road width. Another questionnaire asked the participants for their experience of urban, suburban and rural areas. The wide_merged file contains the merge of these two questionnaires in a wide format. The long file contains the results of the environment rating questionnaire in a long format.
DOI: 10.5281/zenodo.7434005
title: CIMMYT spring wheat product profiles 2022

description: Detailed target product profiles for CIMMYT spring wheat breeding 2022. The product profiles are the trait specifications for selection and release of material from the five CIMMYT spring wheat breeding pipelines: <em>(1) Hard white, optimum environment; (2) Hard white, heat tolerant, early maturity; (3) Hard white, drought tolerant, normal maturity; (4) Hard white, drought tolerant, early maturity </em>and <em>(5) Hard white/red, high rainfall</em>. These five pipelines target eight global market segments in Latin America and the Caribbean, East Africa, Central Asia, West Asia and North Africa and South Asia. Product profiles are defined as in the Excellence in Breeding Toolbox for “product design and management” (https://excellenceinbreeding.org/toolbox/tools/cgiar-seed-product-market-segment-database). Traits include grain and processing traits, nutritional enhancement, agronomic and disease traits. For spring wheat, no specific production, multiplication, or unique product registration traits apply in 2022 so these fields in the product profiles are marked as not applicable (NA). Traits are listed by category and assigned a measurement scale which is used in selection along with a minimum score. The traits are differentiated by requirement: either as “essential” or “nice to have” as well as the requirement for improvement (vs. maintenance). Indication of a trait as a threshold trait indicates it is a requirement for release of material from the breeding pipeline.
DOI: 10.5281/zenodo.7434004
title: CIMMYT spring wheat product profiles 2022

description: Detailed target product profiles for CIMMYT spring wheat breeding 2022. The product profiles are the trait specifications for selection and release of material from the five CIMMYT spring wheat breeding pipelines: <em>(1) Hard white, optimum environment; (2) Hard white, heat tolerant, early maturity; (3) Hard white, drought tolerant, normal maturity; (4) Hard white, drought tolerant, early maturity </em>and <em>(5) Hard white/red, high rainfall</em>. These five pipelines target eight global market segments in Latin America and the Caribbean, East Africa, Central Asia, West Asia and North Africa and South Asia. Product profiles are defined as in the Excellence in Breeding Toolbox for “product design and management” (https://excellenceinbreeding.org/toolbox/tools/cgiar-seed-product-market-segment-database). Traits include grain and processing traits, nutritional enhancement, agronomic and disease traits. For spring wheat, no specific production, multiplication, or unique product registration traits apply in 2022 so these fields in the product profiles are marked as not applicable (NA). Traits are listed by category and assigned a measurement scale which is used in selection along with a minimum score. The traits are differentiated by requirement: either as “essential” or “nice to have” as well as the requirement for improvement (vs. maintenance). Indication of a trait as a threshold trait indicates it is a requirement for release of material from the breeding pipeline.
DOI: 10.15784/601631
title: Sedation dose and response

description: These data were collected in 2017 and 2019 in McMurdo Sound, Antarctica. Included are reported dose of sedation drugs administered to Weddell seal pups during a longitudinal study at 4 age timepoints during early devleopment. Vital signs including heart rate (HR) and respiration rate (RR) during sedation are included, as are reactions to the drugs, such as if and how many apnea events were recorded, whether an animal exhibited cyanosis. This study was conducted with ethical approval from NOAA Fisheries under the Marine Mammal Protection Act (permit # 21006-01), the Antarctic Conservation Act (permit # 2018-013 M#1) and the California Polytechnic University Institutional Animal Care and Use Committee (#1605 and 1904).
DOI: 10.5287/bodleian:nyn2yjgpz
title: WEALTHPOL Europe Survey Data
DOI: 10.6084/m9.figshare.21717824.v1
title: Embeddings of Materials Project data using self-supervised DML

description: Embeddings of Materials Project data using our deep metric learning model. <br> Self-supervised learning of materials concepts from crystal structures via deep neural networks https://iopscience.iop.org/article/10.1088/2632-2153/aca23d <br> https://github.com/quantumbeam/materials-concept-learning
DOI: 10.5287/bodleian:1aed0rjvm
title: WEALTHPOL Online Lab experiment data
DOI: 10.5281/zenodo.7433161
title: Nodulated Pisum sativum RNAseq - mapped reads

description: Nodulated Pisum sativum RNAseq - mapped reads, set 2
DOI: 10.5281/zenodo.7433160
title: Nodulated Pisum sativum RNAseq - mapped reads

description: Nodulated Pisum sativum RNAseq - mapped reads, set 2
DOI: 10.6084/m9.figshare.21709790.v1
title: Phylogenetic trees and domain analysis of PGRPs and GNBPs

description: Phylogenetic trees and domain analysis of PGRPs and GNBPs of <em>M. separata </em>and <em>D. melanogaster </em>using DoMosaics. Phylogenetic trees of GNBPs and PGRPs, plus the domain structure of each gene, are shown in PGRP_GNBP_tree.pptx. PGRP.nwk and GNBP.nwk are the files used for the construction of a phylogenetic tree. PGRP.domtree and GNBP.domtree are the raw files of the phylogenetic trees. Genbank accession IDs of <em>D. melanogaster</em> PGRP and GNBP are list in Accession_IDs_Dm_GNBP_PGRP.csv.
DOI: 10.6073/pasta/0a098b07995cddffed4e21726a66bc8d
title: Measurements of ethylene production (using the acetylene reduction assay) as a proxy for nitrogen fixation of epiphytes on seagrass in West Falmouth Harbor during July from 2005 through 2019.

description: West Falmouth Harbor (West Falmouth, MA, USA) has been experiencing a dramatic increase in nitrogen loading from an upgradient municipal wastewater treatment facility since the early 2000’s. As part of a long-term study into the effects of this nitrogen enrichment, we have measured nitrogen fixation rates of seagrass-associated epiphytes using the acetylene reduction technique. Samples were taken annually in July at two sites, one in the well-flushed outer basin (OH) and one in the inner basin closer to the dominant groundwater N source (Snug Harbor, SH). Additional data are presented in 2019 at 18 sites spatially distributed through the seagrass bed to assess spatial heterogeneity. Individual replicate data are presented. These data are in support of a manuscript submitted to the journal Biogeochemistry by Marino et al, submitted for publication (12/2022).