cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.14935434.v1
title: Electric Transmission Infrastructure Satellite Imagery Dataset for Computer Vision

description: <b>Overview</b><b><br></b>This dataset contains fully annotated electric transmission and distribution infrastructure for approximately 264 km<sup>2</sup> of high resolution satellite and aerial imagery, spanning 7 cities and 2 countries across 5 continents. <br>This dataset was designed for training machine learning algorithms to automatically identify electricity infrastructure in satellite imagery; for those working on identifying the best pathways to electrification in low and middle income countries, and for researchers investigating domain adaptation for computer vision.<br><b>Data Sources</b><br>LINZ: Land Information New Zealand<br>USGS: United States Geological SurveySource of imagery tagged as from USGS: U.S. Geological Survey.
DOI: 10.6084/m9.figshare.26784847.v1
title: Residente Project - databases by country and subjects

description: Residente project databases by country and subjects
DOI: 10.6084/m9.figshare.28828982.v1
title: الجيوستراتيجية البحرية اليمنية في المياه الاقتصادية الخالصة في منطقة البحرالأحمر والمحيط الهندي

description: يشكل الموقع الجيوستراتيجي للمياه الاقتصادية البحرية الخالصة اليمنية في البحر الأحمر والمحيط الهندي أهمية رئيسية فيالتنمية البحرية المحلية والإقليمية والتأثير الحاسم في موازين القوى والسياسة الدولية , نظرا لغياب تنمية توحد قيادة وادرةالفكر الجيوستراتيجي البحري اليمني والعربي البيني والشامل في تحقيق التخطيط البحري الإقليمي لبناء القوى البحريةالعسكرية والتجارية العربية الإقليمية الفاعلة لملء الفراغ الجيوسياس ي , والذي ساهم في تنافس الأقوى الدولية للمهيمنةوتواجد الاساطيل الامريكية والغربية في المياة الاقتصادية و التي شكلت خطر إعاقة لتحقيق التنمية البحرية ومصدر تهديدللأمن البحري والقومي اليمني والعربي, مما تطلب اجراء الدراسة تهدف الى فهم ومعرفة واستكشاف خصائص المياةالاقتصادية الخالصة وكيفية توظيفها وادارتها الإقليمية الاستراتيجية من المنظور الجيوستراتيجي البحري القائم على النظامالبيئي البحري, في تطور وتحديث واندماج السياسات البحرية اليمنية والعربية البينية والموحدة وبناء استراتيجية الامن, 2034 _ القومي اليمني والعربي والاستراتيجية الأمنية والدفاعية البحرية اليمنية والعربية المشتركة الحديثة للعام 2024الاسهام في تحقيق التنمية السياسية البحرية في قطاع الاقتصاد الأزرق في تطوير الابتكارات الصناعية البحرية , وعلاقتهامع القوانين المحلية والدولية لتحقيق الامن الغذائي والبشري والسياس ي البحري, تم استخدام العديد من المناهج الجغرافية,القانونية ,وتحليل النظم، أنظمة المعلومات الجغرافية، المناهج الإقليمية, قرارات ومواثيق ومخرجات القمم العربية ومنظمةالتعاون الإسلامي والمحيط الهندي , تشكل الدراسة أهمية كونها تتماش ي مع التطورات في التكنلوجيا والابتكارات البحريةاليمنية ,العراقية والعربية, وإدارة البحار والمحيطات ضمن منظمة المحيط الهندي, يتوقع من الدراسة التوصل الى التأكيدالقانوني والاكاديمي على الحقوق اليمنية والعربية السيادية في السيطرة على المياة الاقتصادية البحرية الخالصة, وعدممشروعية الأنشطة العسكرية الأجنبية فيها, من خلال تطور الدبلوماسية العربية في عقد المؤتمرات العلمية الجغرافيةالعربية لتوحيد الفكر الجيوسياس ي البحري العربي, للتوصل في بناء وإدارة منظومة بحرية يمنية وعربية إقليمية شاملة,والتي تعد احد تطورات نظريات الجغرافيا البحرية لإقليمية والعلاقات الدولية, لطبيعية تشابه التحديات والفرصالاستراتيجية البحرية بين بحر الصين الجنوبي ومنطقة البحر الأحمر خليج عدن .
DOI: 10.6084/m9.figshare.5122837.v1
title: Supplementary Material for: Risk of Falling in Parkinson’s Disease at the Hoehn-Yahr Stage III

description: <i>Background:</i> It is difficult to predict the risk of falling, especially in patients with good motor ability, and the mechanisms underlying the relation between gait patterns and falling in Parkinson’s disease (PD) remain unclear. We investigated factors related to falling, including walking speed and time, in patients with Hoehn-Yahr stage III PD. <i>Methods:</i> We performed clinical assessments and evaluated balance in 30 patients with PD. Information on falling was obtained from questionnaires and personal interviews. Gait patterns were analyzed with the use of an originally designed, suddenly narrowed path. <i>Results:</i> Gait velocity was slower in fallers than in non-fallers (p = 0.047). Unified Parkinson’s Disease Rating Scale part II (UPDRS part II) score, fear of falling, and gait velocity were significantly related to falling on analysis with a single logistic model. When a multiple logistic model was used, the UPDRS part II score was significantly related to falling (OR: 1.48, p = 0.037, 95% CI: 1.02–2.16). <i>Conclusions:</i> Patients with Hoehn-Yahr stage III PD showed slow gait velocity attributed to fear of falling before arrival at a narrowed entrance or while walking on a narrowed path. The UPDRS part II score is significantly related to the risk of future falls.
DOI: 10.17632/z3d5bb3mh9
title: IMPACTS OF RELATED PARTY TRANSACTIONS ON THE AFFLUENCE OF INDIAN CORPORATE FIRMS

description: Stance of the corporate firms on the abuse of the related party transactions may not always be detrimental to the economic prosperity of the respective firm. Through these transactions the revenue and profit earnings of the entities may be increased unconditionally. This study is an effort to scrutinize the beneficial impacts of the related party transactions on the revenues and profits of the corporate firms across twenty sectors of Indian economy. For the execution of this objective we have used the data of the earlier mentioned companies for consecutive seven years started from 2009-10, and we have employed the panel data regression method. The finding of this study reveals that transactions with associated party can affect an entity’s revenue earnings and net profit earnings significantly. Furthermore, transaction with key management personnel can also stimulate the net profits of the companies taken into account.
DOI: 10.6084/m9.figshare.11444574.v4
title: Behavioral plasticity mitigates the effect of warming on white-tailed deer

description: The following data was collected for the project titled, "Behavioral plasticity mitigates the effect of warming on white-tailed deer."
DOI: 10.17632/x85szvzncv
title: GHP-PAS data

description: A precision air supply system for cooling cows was installed and monitored, combined with the traditional GHP system to improve both the thermal environment in the dairy barns and the animal wellbeing. The objectives of this study are to evaluate the innovative geothermal heat pump-precision air supply (GHP-PAS) system for its effectiveness in mitigating heat stress in lactating dairy cattle, as well as their energy performance and local cooling performance in the free stalls.
DOI: 10.6084/m9.figshare.12820094.v1
title: Bahremand_HP_Paper_Data

description: The data includes the hydrometeorological data, DEM, land cover map and soil type map of Roudak watershed which was used for hydrological modeling.Also some excel files of the final results of the paper of Bahremand et al. submitted to Hydrological Processes.
DOI: 10.17632/76v5g2vhng
title: Caso de estudio: Implementación de un sistema de gestión de calidad en una empresa de fabricación de muebles modulares de madera según la norma ISO 9001:2015

description: Es un ejercicio de clase que tiene como objetivo evaluar el conocimiento de los estudiantes sobre la implementación de un sistema de gestión de calidad basado en la norma ISO 9001:2015 en una empresa ficticia de fabricación de muebles modulares de madera llamada "Wood Muebles". El ejercicio se enfoca en la identificación y descripción de los procesos clave de la empresa, la gestión de riesgos y oportunidades, y la documentación necesaria para asegurar la operación eficaz de los procesos dentro del sistema de gestión de calidad​
DOI: 10.17632/972vtvnnx7
title: Data for designing discharge monitors in Surma River

description: Data (attached) focuses on a case study of designing and evaluating the discharge monitoring station of the Surma River using the entropy-based method. In the first phage, a 1-D model has been developed for the Surma River to extract the time series of discharge data. Afterward, two entropy contents (Joint entropy and total Correlation) were used to design and evaluate the optimal number and placement of the monitoring stations in the Surma River. Non-dominated sorting genetic algorithm II (NSGA-II by Dev et al., 2002) and Greedy algorithm (Alfonso et al., 2013; Banik et al., 2017a) have optimized the monitoring network.

1. MIKE-II model data: Data containing this folder had been used to build the 1-D hydrodynamic model. The model was built for two datasets (2015-2019 and 2021-2022)
2. Calibration data (.csv file )
3. Extracted time series discharge data (2015-2019 and 2021-22) for valuating the optimal number and placement of the monitoring stations in the Surma River (.csv file)
DOI: 10.17632/v8k6c5s9cy
title: Credal Bird-2

description: Most datasets used for classification use hard labels. Credal Bird-2 was labeled uncertainly and imprecisely by contributors during crowdsourcing campaigns. Resulting in richer labels, modeled with the theory of belief funtions, which generalizes several reasoning frameworks with uncertainty. These datasets can be used with classical models using hard labels but also with probabilistic, fuzzy or even evidential models.

Dataset:
10 classes, 200 observations, 30 features (or raw pictures)

When using the dataset please cite:
A. Hoarau, C. Thierry, A. Martin, J.-C. Dubois, Y. Le Gall, "Datasets with rich labels for machine learning", in: FUZZ-IEEE, 2023.

Credal Bird-2 dataset
├── data
│ ├── classes.csv: Classes of the dataset
│ ├── X.csv: Features of the dataset
│ ├── X_512.csv: Learge 512 features vector of the dataset
│ ├── X_pictures.csv: Raw features (Pictures themselves)
│ ├── y.csv: Rich labels
│ └── y_true.csv: True labels
└── extra
 ├── y_hard.csv: Hard labels given during a new campaign
 ├── DATA_imperfect.csv: Imperfect answers given during the campaign
 ├── ITERATION_imperfect.csv: Imperfect 2nd step answers given during the campaign
 ├── EVENT_imperfect.csv: Contributors events
 ├── ID_imperfect.csv: Contributors IDs
 └── DATA_perfect.csv: Precise answers given during a new campaign
DOI: 10.17632/vfg8jyxn7j
title: Data for: The Impact of Autonomous Trucks on Business Models in the Automotive and Logistics Industry - A Delphi-Based Scenario Study

description: eAppendix for the research paper "The Impact of Autonomous Trucks on Business Models in the Automotive and Logistics Industry - A Delphi-Based Scenario Study" E-Appendix 1: Delphi Study: Questionnaire Round 1 E-Appendix 2: Delphi Study: Questionnaire Round 2 E-Appendix 3: Analysis of Delphi Study E-Appendix 4: Slide Deck Delphi Study
DOI: 10.6084/m9.figshare.29097722.v1
title: Deposition yield and enhancing factor

description: The enhancement factor Y based on mean power obtained as the ratio between deposition rate of pulse and DC power delivery. The error bars represent the standard deviation offor the 5 different pressure conditions. The deposition yield, i.e., the mass of produced nanoparticles per unit of energy (µg/Wh) for varied pressure and power, delivered by either DC or pulsed sputtering.
DOI: 10.17632/32tbhgdppn
title: Willingness to Pay for Improved Electricity Service in Nigeria

description: The data was gathered with the aid of a well-structured questionnaire administered within the cities of Abuja, Ibadan, Port Harcourt and Lagos in Nigeria. The data comprised of three thematic areas. First is the social economic characteristics of the household. Secondly, the nature of the quality electricity supply and how it affects households’ welfare. In the third section, a hypothetical scenario of an improved electricity system that conforms to all the dimensions of quality electricity supply was created. Respondents were asked to state the maximum amount they were willing to pay for such an improved quality of electricity supply system. The CVM elicitation format that was employed in the study was the discrete choice with a follow-up approach. A first bid was proposed to each respondent. If the respondent agrees to pay that amount, a higher amount was proposed. If he agrees to that, a third amount, higher than the second was further proposed. If he declined to pay the first bid, the follow up bid proposed to the respondent was lower. After going through the follow up process, all respondents were asked to state after careful thoughts what their maximum WTP for the improved electricity service would be. The amounts each respondent states here were compared to the responses from the follow up process to check for consistency. The Ordered-Probit Model was employed as the main estimation technique for the study. The model estimated using the Ordered Probit regression was: WTP = β1 HSZ + β2 HY + β3 EDL + β4 REL + β5 CRR + β6 CAP + β7 MO + ε The model investigates the factors that influence consumers’ willingness to pay (WTP) for the improved electricity service in the study area. In the model, the outcome variable is WTP (coded 1, 2; 1 being N41 – N55 and 2 being Above N55) which is an ordered categorical variable. The variables used as predictors are Household Size (HSZ), Monthly Outages (MO) - which are continuous variables, Household Monthly Income (HY), Highest Educational Level (EDL), Reliability of Current Supply (REL), Cost incurred in damage of appliances (CRR) and Cost of Alternative Power Supply (CAP) - which are categorical variables. However, it should be stated that ‘n-1’ (n being the number of categories) dummies were created for each of the categorical variables in the model. The reference category for Household Monthly Income is Below N51,000, Highest Educational Level is no formal education, Reliability of Current Supply is Excellent, Cost of Damage is Below N2,000.00 and Cost of Alternative Supply is Below N2,000. The models were estimated separately for each of the enumerated cities and full sample for easy comparison. Microsoft Excel and the STATA statistical package was used in analyzing the collected data.
DOI: 10.17632/fgtk4jrfhh
title: Green Computing Dataset (1979-2020)

description: The Green Computing research & publication dataset, which was indexed by Scopus from 1979 to 2020. The dataset contains data authors, authors ID Scopus, title, year, source title, volume, issue, article number in Scopus, DOI, link, affiliation, abstract, index keywords, references, Correspondence Address, editors, publisher, conference name, conference date, conference code, ISSN, language, document type, access type, and EID.
DOI: 10.6084/m9.figshare.892401.v1
title: Analiza finansowa ekonomicznej kondycji na przykładzie instytucji non-profit

description: Analiza finansowa na przykładzie instytucji non-profit na podstawie indeksu o kondycji finansowej PHI Zietlova. Badany okres to 6 lat.
DOI: 10.6084/m9.figshare.14464728.v1
title: Central Indian Ocean Benthic Type Reference Sample

description: This benthic reference data is intended for use as a calibration and/or validation data for global scale remote sensing image based classification of coral reef areas. The data is in a vector shapefile format consisting of polygons labelled with one of seven coral reef benthic classes that include Microalgal Mats, Coral/Algae, Rubble, Rock, Seagrass Dense, Seagrass Sparse, Sand. <b>Please cite data as:</b> Kovacs, E., Roelfsema, C., Borrego-Acevedo, R., Canto, R., Harris, D., Kennedy, E., Lyons, M., Markey, K., Murray, N., Ordonez Alvarez, A., Phinn, S., Roe, M., Say, C., Tudman, P., C., Wolff, J., Yuwono, D., Bambric, B., Fox, H., Lieb, Z., Asner , G., Knapp , D., Li, J., Harris, B., Larsen, K. & Rice, K. 2021. Central Indian Ocean Benthic Type Reference Sample. University of Queensland. DOI: https://doi.org/10.6084/m9.figshare.14464728 <b>Links to supplementary information:</b> Mapping methods overview (https://allencoralatlas.org/methods/) UQ mapping team web site (https://www.rsrc.org.au/globalreef) Detailed mapping methods description by Lyons et al. (https://doi.org/10.1002/rse2.157) Detailed classification scheme description by Kennedy et al. (https://doi.org/10.1038/s41597-021-00958-z) Detailed reference creation description workflow by Roelfsema et al. (https://doi.org/10.3389/fmars.2021.643381) <b>Funding:</b> Vulcan Inc., (https://vulcan.com) Great Barrier Reef Foundation (https://www.barrierreef.org/) <b>Acknowledgement:</b> This work was initiated and funded primarily through Paul Allen Philanthropies and Vulcan Inc. as part of the Allen Coral Atlas. We acknowledge the late Paul Allen and Ruth Gates for their fundamental vision and drive to enable us to work together on this critical reef mapping problem. Project partners providing financial, service and personnel include: Planet Inc., National Geographic, University of Queensland, Arizona State University, and University of Hawai'i. Significant support has also been provided by Google Inc., Great Barrier Reef Foundation, and Trimble (Ecognition). Contributors to establishing and running the project include: Vulcan Inc. [James Deutsch, Lauren Kickam, Paulina Gerstner, Charlie Whiton, Kirk Larsen, Sarah Frias Torres, Kyle Rice, Eldan Goldenberg, Janet Greenlee]; Planet Inc. [Andrew Zolli, Trevor McDonald, Joe Mascaro, Joe Kington]; University of Queensland [Chris Roelfsema, Stuart Phinn, Emma Kennedy, Mitch Lyons, Nicholas Murray, Doddy Yuwono, Dan Harris, Eva Kovacs, Rodney Borrego, Meredith Roe, Jeremy Wolff, Kathryn Markey, Alexandra Ordonez, Chantal Say, Paul Tudman]; Arizona State University [Greg Asner, Dave Knapp, Jiwei Li, Yaping Xu, Nick Fabina, Heather D'Angelo]; and National Geographic [Helen Fox, Brianna Bambic, Brian Free, Zoe Lieb] and Great Barrier Reef Foundation [Petra Lundgren, Kirsty Bevan, Sarah Castine]. Attributions of contributed field data or maps for the reference sample creation are available at: https://allencoralatlas.org/attribution/
DOI: 10.6084/m9.figshare.25470928.v2
title: Documents guiding Swedish school nurses' clinical practice, and content related to children in migrant families

description: The dataset contain a list of guidelines of Swedish school nurses' clinical practice from municipalities and regions including text mentioning children in migrated families, as well as all text extracts where children in migrated families are mentioned in these guidelines. The dataset is available in Swedish.These guidelines were collected via e-mail to the managers of the school health services in every municipality in Sweden and via searches of the municipalities' websites. The data collection was conducted during October, 2020 to January, 2021.<br>The dataset consist of official documents accessible in line with the Swedish publicity and secrecy law (SFS 2009:400). No personal information or sensitive details about human beings are included in the dataset and all municipal names have been removed.
DOI: 10.6084/m9.figshare.27761136.v1
title: 24-11seniors’ travel preferences to travel intention of rural sojourn destination.sav

description: Dataset for "Link Chinese Cultural Values and Seniors’ Travel Preferences to Travel Intention of Rural Sojourn Destination: A Cognition-affect-conation Framework"
DOI: 10.6084/m9.figshare.28562702.v1
title: 附录B表.xlsxDoctoral Thesis - Appendix B

description:  
Doctoral Thesis - Appendix B
DOI: 10.6084/m9.figshare.28856813.v3
title: Source Data for Manuscript

description: While ionic liquids (ILs) have diverse applications, their potential in biomedical applications remains largely untapped due to gaps in systematic understanding of the spectrum of IL biosafety (biocompatibility/toxicity). Here, we establish an IL library and identify an in vitro reduction in biocompatibility (increased toxicity) with increased ILs’ cationic alkyl chain length. Particularly, we present compelling evidence for IL nanoaggregates in aqueous environment, thereby elucidating the mechanisms involved in cell interactions. ILs with short cationic alkyl chains (scILs) are restricted in intracellular vesicles, whereas ILs with long cationic alkyl chains (lcILs) accumulate to the mitochondria for inducing mitophagy and apoptosis. The occurrence of dysfunctional behaviour in lcILs is also observed in vivo, with a positive correlation between the lcIL signal in tissues and mitophagy/apoptotic levels. Irrespective of the administration routes (oral/intramuscular/intravenous), scILs exhibit ~30-80 times greater tolerance than lcILs. The feasibility of scIL nanoaggregates as carriers for insoluble drugs is thus validated, and an enhanced bioavailability over the commercial tablet is acquired. The findings obtained by integrating computational analysis with diverse cell/animal evaluations (from multiple cell lines, cell spheroids, patient-derived organoids to male murine and canine models) offer unique insights into the behaviour, mechanisms, and biomedical application scenarios of IL nanoaggregates.
DOI: 10.6084/m9.figshare.29082902.v1
title: <b>Exposure to oil-weathered microplastics reduces the activity rates and survival of juvenile coral reef fish (</b><b><i>Pomacentrus amboinensis</i></b><b>) </b><b><i>in-situ</i></b><b>.</b>

description: Coral reefs are biodiversity hotspots which are heavily degraded by co-occurring anthropogenic stressors, including microplastics (MPs) and oil pollution. MPs and oil have been found to form aggregates, via adsorption of oil onto MPs. MPs may therefore act as a vector for heightened oil uptake into planktivorous fish, which are known to ingest MPs, though the impacts of these aggregates remain unassessed on coral reef fish. The present study experimentally investigated whether exposure to one of three treatments (“clean” microplastics (MPs), oil-weathered microplastics (OWMPs), and controls (no plastic)) had an ecological impact on the recruits of a common tropical damselfish <i>Pomacentrus amboinensis</i> (the Ambon damselfish). Polystyrene MPs were weathered in either seawater (MPs) or crude oil WAFs (OWMPs), to reflect MP pollution occurring in coral reefs with and without oil pollution. Exposure to clean MPs and OWMPs was shown to reduce the in-situ antipredator-behaviour and survival over time of <i>Pomacentrus amboinensis</i> recruits, with the greatest reductions observed in recruits exposed to OWMPs. Damselfish may therefore incur altered antipredator-behaviour and reduced survival when exposed to co-occurring MP and oil pollution, which may impact the commercially important species that damselfish act as prey for, as well as the wider coral reef ecosystem.
DOI: 10.6084/m9.figshare.5123818.v1
title: Supplementary Material for: The Search for Secreted Proteins in Prostate Cancer by the <b><i>Escherichia coli</i></b> Ampicillin Secretion Trap: Expression of NBL1 Is Highly Restricted to the Prostate and Is Related to Cancer Progression

description: <b><i>Aims:</i></b> Genes expressed only in cancer tissue or specific organs will be useful molecular markers. To identify genes that encode secreted proteins present in prostate cancer (PCa), we generated <i>Escherichia coli</i> ampicillin secretion trap (CAST) libraries from PCa and normal prostate (NP). <b><i>Methods and Results:</i></b> We identified 15 candidate genes that encode secreted proteins present in PCa and NP. Quantitative RT-PCR analysis revealed that <i>MSMB</i>, <i>NBL1</i> and <i>AZGP1</i> were expressed with much higher specificity in PCa and NP than in 14 other kinds of normal tissue. We focused on <i>NBL1</i>, which was originally identified as a putative tumor suppressor gene. Western blot analysis revealed that NBL1 protein was highly expressed in both cell lysate and culture media of the DU145 PCa cell line. Immunohistochemical analysis showed that NBL1 expression was highly detected in and restricted to NP and PCa and was significantly down-regulated in PCa. NBL1 expression was significantly reduced according to the tumor stage, Gleason grade and preoperative prostate-specific antigen (PSA) value. <b><i>Conclusion:</i></b> NBL1 is a secreted protein that is highly restricted to the prostate. Underexpression of NBL1 correlated with PCa progression. NBL1 might be a candidate tumor marker for PCa in addition to PSA.