cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.5731519
title: Orthophotos, DSMs and interpretation files of the remote sensing assessment of archaeological damage and destruction at Nineveh, Iraq, during the ISIS occupation

description: Archaeological heritage has long been threatened by damage or destruction during armed conflicts. Recently, however, deliberate destruction has increasingly become a major part of daily threats in some areas. In that context these datasets describe the results of a programme of remote sensing of damage at Nineveh, within a wider research initiative involving six years of monitoring in northern Iraq. Analysis of satellite imagery, low-and level airphotography observation were combined in a comprehensive assessment of the damage. These datasets present an updated topographic map of Nineveh and its city walls, with a summary of the damage encountered.
description: This research would not have been possible without the financial support of the Italian Ministry of Cultural Heritage, the Ministry of Foreign Affairs and International Cooperation in Italy, the International Alliance for the Protection of Heritage in Conflict Areas Foundation (ALIPH), The International Association for Mediterranean and Oriental Studies (ISMEO), The University of Siena and the University of Padua. The generosity and support of these institutions are greatly appreciated. Particular thanks are offered to the State Board of Antiquities and Heritage (Baghdad and Nineveh Office) in Iraq for the scientific collaboration, constant support and valuable advice. The research team was builded by Berlioz S. (ISMEO), Vidale M.(Department of Cultural Heritage: Archaeology and History of Art, Cinema and Music, University of Padua (Italy), Adib Fateh Ali (Freelance), Al-Lyla R. (State Board of Antiquities and Heritage (Iraq), Abbo al-Araj A. (State Board of Antiquities and Heritage (Iraq), Bianchi A. (Italian Ministry for Cultural Heritage and Activities, General Secretariat).
DOI: 10.17632/3wtwxhzzvp.1
title: LINF_350006500

description: protein of unknown function - conserved
Leishmania infantum (strain JPCM5)
DOI: 10.17632/7kb74gbvrd.1
title: Dataset for "When are Clients Helpful?  Capitalising on Client Involvement in Professional Service Delivery"

description: This dataset is associated with the study titled "When are Clients Helpful?  Capitalising on Client Involvement in Professional Service Delivery".
DOI: 10.17632/7kb74gbvrd.2
title: Dataset for "When are Clients Helpful?  Capitalising on Client Involvement in Professional Service Delivery"

description: This dataset is associated with the study titled "When are Clients Helpful?  Capitalising on Client Involvement in Professional Service Delivery".
DOI: 10.17632/y69xddd26p.1
title: Microwave Sensing Dataset for Noninvasive Monitoring of Brain Atrophy and Ventricle Enlargement

description: The research hypothesis for this study was to investigate the potential of microwave imaging using unidirectional antennas for monitoring neurodegenerative diseases, specifically Alzheimer's disease. The data was collected using a wearable device and measurement setup that included five lamb brain phantoms that were designed to mimic the brain atrophy associated with Alzheimer's disease, including the presence of cerebral spinal fluid. The data includes both magnitude and phase information at each discrete frequency for each of the five phantoms.

The notable finding from this study is that the data obtained from the microwave imaging using unidirectional antennas was able to accurately represent the brain atrophy and presence of cerebral spinal fluid in the lamb brain phantoms, indicating the potential for this approach to be used for monitoring neurodegenerative diseases such as Alzheimer's disease.

This data can be interpreted and used by researchers and scientists working on developing novel signal processing and imaging techniques, as well as those interested in validating simulation results. It can also be used to further investigate the potential of microwave imaging for monitoring neurodegenerative diseases.
DOI: 10.17632/y69xddd26p.2
title: Microwave Sensing Dataset for Noninvasive Monitoring of  Ventricle Enlargement due to Alzheimer's Disease

description: The research hypothesis for this study was to investigate the potential of microwave imaging using unidirectional antennas for monitoring neurodegenerative diseases, specifically Alzheimer's disease. The data was collected using a wearable device and measurement setup that included five lamb brain phantoms that were designed to mimic the lateral ventricle enlargement due to Alzheimer's disease .The data include both the magnitude and the phase for each of the five phantoms at each discrete frequency.

The most interesting thing about this study is that the data from the microwave imaging with unidirectional antennas was able to accurately show the enlargement of the lateral ventricles and the presence of cerebral spinal fluid in the lamb brain phantoms. This suggests that this method could be used to track neurodegenerative diseases like Alzheimer's.

This data can be interpreted and used by researchers and scientists working on developing novel signal processing and imaging techniques, as well as those interested in validating simulation results. It can also be used to further investigate the potential of microwave imaging for monitoring neurodegenerative diseases.
DOI: 10.5281/zenodo.5706573
title: CrIS-derived NH3 emissions over the US

description: CrIS-derived monthly NH3 emissions over the US for the year 2014
DOI: 10.5281/zenodo.5706572
title: CrIS-derived NH3 emissions over the US

description: CrIS-derived monthly NH3 emissions over the US for the year 2014
DOI: 10.5281/zenodo.5196333
title: Lithium-ion battery charge and discharge testing data - current, voltage, soc, ta - at constant levels of power

description: This dataset helped in the composition of a battery testing and modelling validation, of a lithium-ion battery. The data has the charge and discharge testing acquisition data - current, voltage, soc, ta - at constant levels of power.
DOI: 10.5281/zenodo.5196334
title: Lithium-ion battery charge and discharge testing data - current, voltage, soc, ta - at constant levels of power

description: This dataset helped in the composition of a battery testing and modelling validation, of a lithium-ion battery. The data has the charge and discharge testing acquisition data - current, voltage, soc, ta - at constant levels of power.
DOI: 10.5281/zenodo.4748717
title: Yahoo-Yahoo Hash-Tag Tweets Using Sentiment Analysis and Opinion Mining Algorithms

description: <strong>Background</strong> Social media opinion has become a medium to quickly access large, valuable, and rich details of information on any subject matter within a short period. Twitter being a social microblog site, generate over 330 million tweets monthly across different countries. Analysing trending topics on Twitter presents opportunities to extract meaningful insight into different opinions on various issues. <strong>Aim</strong> This study aims to gain insights into the trending yahoo-yahoo topic on Twitter using content analysis of selected historical tweets. <strong>Methodology</strong> The widgets and workflow engine in the Orange Data mining toolbox were employed for all the text mining tasks. 5500 tweets were collected from Twitter using the “yahoo yahoo” hashtag. The corpus was pre-processed using a pre-trained tweet tokenizer, Valence Aware Dictionary for Sentiment Reasoning (VADER) was used for the sentiment and opinion mining, Latent Dirichlet Allocation (LDA) and Latent Semantic Indexing (LSI) was used for topic modelling. In contrast, Multidimensional scaling (MDS) was used to visualize the modelled topics. <strong>Results</strong> Results showed that "yahoo" appeared in the corpus 9555 times, 175 unique tweets were returned after duplicate removal. Contrary to expectation, Spain had the highest number of participants tweeting on the 'yahoo yahoo' topic within the period. The result of Vader sentiment analysis returned 35.85%, 24.53%, 15.09%, and 24.53%, negative, neutral, no-zone, and positive sentiment tweets, respectively. The word yahoo was highly representative of the LDA topics 1, 3, 4, 6, and LSI topic 1. <strong>Conclusion</strong> It can be concluded that emojis are even more representative of the sentiments in tweets faster than the textual contents. Also, despite popular belief, a significant number of youths regard cybercrime as a detriment to society.
DOI: 10.5281/zenodo.4327078
title: Association between meteorological factors and the number of tuberculosis notifications: a time-series study in Hong Kong

description: Using a 22-year consecutive surveillance data in Hong Kong, including monthly averages of meteorological factors, air pollution concentrations , total number of TB cases notified, to analyze the association of monthly average temperature and relative humidity with temporal dynamics of monthly total number of TB cases notified.
DOI: 10.17632/976r6xxp3y.1
title: Incidence and prevalence of generalized pustular psoriasis in multi-ethnic Johor Bahru, Malaysia: a population-based cohort study using routinely captured electronic health records from 2010 to 2020. Supplementary materials

description: Supplemental Tables and figures of manuscript entitled "Incidence and prevalence of generalized pustular psoriasis in multi-ethnic Johor Bahru, Malaysia: a population-based cohort study using routinely captured electronic health records from 2010 to 2020"
We used data drawn from our local clinical information system, which links primary and secondary care facilities and has captured over 98% of the population in Johor Bahru, to estimate the incidence and prevalence of dermatologist diagnosed GPP over 11 years and examine the frequency of GPP flares and trigger factors. We show that:
1.	the incidence and prevalence of GPP in Johor Bahru was 27.2 per million person years (95% CI 22.8-31.6) and 198 per million, respectively;
2.	incidence and prevalence of GPP varied by age, sex, ethnicity and presence of associated psoriasis vulgaris;
3.	common trigger factors of GPP included withdrawal of systemic corticosteroids, infections, and use of traditional medicines;
4.	flare frequency and trigger factors varied between GPP patients with and without associated psoriasis vulgaris.
DOI: 10.5281/zenodo.4748716
title: Yahoo-Yahoo Hash-Tag Tweets Using Sentiment Analysis and Opinion Mining Algorithms

description: <strong>Background</strong> Social media opinion has become a medium to quickly access large, valuable, and rich details of information on any subject matter within a short period. Twitter being a social microblog site, generate over 330 million tweets monthly across different countries. Analysing trending topics on Twitter presents opportunities to extract meaningful insight into different opinions on various issues. <strong>Aim</strong> This study aims to gain insights into the trending yahoo-yahoo topic on Twitter using content analysis of selected historical tweets. <strong>Methodology</strong> The widgets and workflow engine in the Orange Data mining toolbox were employed for all the text mining tasks. 5500 tweets were collected from Twitter using the “yahoo yahoo” hashtag. The corpus was pre-processed using a pre-trained tweet tokenizer, Valence Aware Dictionary for Sentiment Reasoning (VADER) was used for the sentiment and opinion mining, Latent Dirichlet Allocation (LDA) and Latent Semantic Indexing (LSI) was used for topic modelling. In contrast, Multidimensional scaling (MDS) was used to visualize the modelled topics. <strong>Results</strong> Results showed that "yahoo" appeared in the corpus 9555 times, 175 unique tweets were returned after duplicate removal. Contrary to expectation, Spain had the highest number of participants tweeting on the 'yahoo yahoo' topic within the period. The result of Vader sentiment analysis returned 35.85%, 24.53%, 15.09%, and 24.53%, negative, neutral, no-zone, and positive sentiment tweets, respectively. The word yahoo was highly representative of the LDA topics 1, 3, 4, 6, and LSI topic 1. <strong>Conclusion</strong> It can be concluded that emojis are even more representative of the sentiments in tweets faster than the textual contents. Also, despite popular belief, a significant number of youths regard cybercrime as a detriment to society.
DOI: 10.5281/zenodo.4327077
title: Association between meteorological factors and the number of tuberculosis notifications: a time-series study in Hong Kong

description: Using a 22-year consecutive surveillance data in Hong Kong, including monthly averages of meteorological factors, air pollution concentrations , total number of TB cases notified, to analyze the association of monthly average temperature and relative humidity with temporal dynamics of monthly total number of TB cases notified.
DOI: 10.5281/zenodo.5450533
title: INSIGHT INTO THE INDIAN OCCUPATIONAL THERAPY PRACTICES

description: <strong>Objective:</strong> To obtain an insight into the present situation of Occupational Therapy as a profession in India. considering the professional experiences, documentation, and availability of Occupational therapy resources. <strong>Design: </strong>The online survey was conducted using a single-phase, cross-sectional design. <strong>Participants: </strong>Convenience sampling, Occupational Therapy Professionals, having a minimum of 6 months working experience. Approximately 1700+ potential respondents were approached via social media and E-mails. Only 60 responses were recorded, however, out of 60, three responses did not meet the inclusion criteria, and 1 response because of deliberately misleading details was excluded, therefore leaving only 56 responses for consideration. The primary outcome measure was to report about the present scenario in occupational therapy practices in India and to understand the current occupational therapy industry across India. <strong>Result: </strong>After analyzing responses findings were that Occupational Therapy practices in the country were skewed to domains of pediatrics. SOAP notes were chosen as leading methods of documentation, and a large number of Occupational therapy professionals felt that there is scarcity and lacunae in the availability and provision of Occupational therapy equipment and prescription aid in their regions, in India, and also on online market palaces. <strong>Conclusion: </strong>In a country like India, the skewing of most of the Occupational therapy professionals to domains of ‘pediatrics’ and ‘rehabilitation & disability may be a major cause in restriction of growth of profession on whole. Also, introducing Occupational Therapy assistants in the Indian Context should be considered for the growth of the profession and to concord with WFOT's QI framework. URL: https://www.ijsr.net/get_abstract.php?paper_id=SR21922211507
description: Insight into the Indian Occupational Therapy Practices DOI: 10.21275/SR21922211507
DOI: 10.5281/zenodo.5450532
title: INSIGHT INTO THE INDIAN OCCUPATIONAL THERAPY PRACTICES

description: <strong>Objective:</strong> To obtain an insight into the present situation of Occupational Therapy as a profession in India. considering the professional experiences, documentation, and availability of Occupational therapy resources. <strong>Design: </strong>The online survey was conducted using a single-phase, cross-sectional design. <strong>Participants: </strong>Convenience sampling, Occupational Therapy Professionals, having a minimum of 6 months working experience. Approximately 1700+ potential respondents were approached via social media and E-mails. Only 60 responses were recorded, however, out of 60, three responses did not meet the inclusion criteria, and 1 response because of deliberately misleading details was excluded, therefore leaving only 56 responses for consideration. The primary outcome measure was to report about the present scenario in occupational therapy practices in India and to understand the current occupational therapy industry across India. <strong>Result: </strong>After analyzing responses findings were that Occupational Therapy practices in the country were skewed to domains of pediatrics. SOAP notes were chosen as leading methods of documentation, and a large number of Occupational therapy professionals felt that there is scarcity and lacunae in the availability and provision of Occupational therapy equipment and prescription aid in their regions, in India, and also on online market palaces. <strong>Conclusion: </strong>In a country like India, the skewing of most of the Occupational therapy professionals to domains of ‘pediatrics’ and ‘rehabilitation & disability may be a major cause in restriction of growth of profession on whole. Also, introducing Occupational Therapy assistants in the Indian Context should be considered for the growth of the profession and to concord with WFOT's QI framework. URL: https://www.ijsr.net/get_abstract.php?paper_id=SR21922211507
description: Insight into the Indian Occupational Therapy Practices DOI: 10.21275/SR21922211507
DOI: 10.17632/2t6n5x986h.1
title: Materials for "Synoptic meteorological conditions of gamma-ray glows in winter thunderstorms"

description: # Materials for "Synoptic meteorological conditions of gamma-ray glows in winter thunderstorms" 

## About
This data repository contains data and materials used for Wada et al. "Synoptic meteorological conditions of gamma-ray glows in winter thunderstorms" submitted to Progress in Earth and Planetary Science. If you have any questions or comments, please contact the corresponding author of the paper. 

## Charts for all cases 
Documents for 24 glow cases and 11 non-detection cases are summarized in all_cases.pdf. 

## Himawari-8 IR1 images 
Images of Advanced Himawari Imager IR1 are included. The data is provided by Japan Meteorological Agency via Center of Environmental Remote Sensing (CEReS), Chiba University, and plotted by the authors. 

## MSM 500 hPa contours 
Contours of geopotential height at 500 hPa based on the meso-scale numerical prediction model (MSM) are included. The MSM model is provided by Japan Meteorological Agency via Research Institute of Sustainable Humanosphere, Kyoto University. 

## Contact 
Yuuki Wada (Graduate School of Engineering, Osaka University) wada (at) yuuki-wd.space
DOI: 10.15151/esrf-es-810702957
title: Phase contrast imaging of saline spray ice

description: The microstructure of saline ice consists of three phases: water ice, air and brine inclusions. The brine inclusions are central for understanding the physical properties of the ice and are in the focus of this experiment. We have two goals. First, we aim at high resolution (1 - 3 micrometer) phase contrast images of saline spray ice, to investigate the size range of the brine inclusions. Second, we plan to test an in-situ spray ice setup, to investigate the growth of saline spray ice. With this setup, we plan time-resolved tomography of ice growth to observe the spatio-temporal evolution of brine and investigate how brine is expelled from the ice. As sample stage we use a Peltier element on which an aluminum sample holder is mounted to cool the ice samples during the experiments. For the insitu experiment we use a dosing pump to spray saline water at freezing temperature onto the inner walls of the sample holder. The ice samples consist of a NaCl solution.
DOI: 10.17632/2t6n5x986h.2
title: Materials for "Synoptic meteorological conditions of gamma-ray glows in winter thunderstorms"

description: # Materials for "Synoptic meteorological conditions of gamma-ray glows in winter thunderstorms" 

## About
This data repository contains data and materials used for Wada et al. "Synoptic meteorological conditions of gamma-ray glows in winter thunderstorms" submitted to Progress in Earth and Planetary Science. If you have any questions or comments, please contact the corresponding author of the paper. 

## Charts for all cases 
Documents for 24 glow cases and 11 non-detection cases are summarized in all_cases.pdf. 

## Himawari-8 IR1 images 
Images of Advanced Himawari Imager IR1 are included. The data is provided by Japan Meteorological Agency via Center of Environmental Remote Sensing (CEReS), Chiba University, and plotted by the authors. 

## MSM 500 hPa contours 
Contours of geopotential height at 500 hPa based on the meso-scale numerical prediction model (MSM) are included. The MSM model is provided by Japan Meteorological Agency via Research Institute of Sustainable Humanosphere, Kyoto University. 

## Contact 
Yuuki Wada (Graduate School of Engineering, Osaka University) wada (at) yuuki-wd.space
DOI: 10.17632/wyctr4z6xk.1
title: Supplemental file "Incidence and prevalence of generalized pustular psoriasis in multi-ethnic Johor Bahru, Malaysia: a population-based cohort study using routinely captured electronic health records from 2010 to 2020"

description: Supplemental file Incidence and prevalence of generalized pustular psoriasis in multi-ethnic Johor Bahru, Malaysia: a population-based cohort study using routinely captured electronic health records from 2010 to 2020
DOI: 10.17632/wyctr4z6xk.2
title: Supplemental file "Incidence and prevalence of generalized pustular psoriasis in multi-ethnic Johor Bahru, Malaysia: a population-based cohort study using routinely captured electronic health records from 2010 to 2020"

description: Supplemental file Incidence and prevalence of generalized pustular psoriasis in multi-ethnic Johor Bahru, Malaysia: a population-based cohort study using routinely captured electronic health records from 2010 to 2020
DOI: 10.17632/m458grc688.1
title: Near-Distance Raw and Reconstructed Ground Based SAR Data

description: The dataset consists of 2 sets: first one (RealSAR-RAW) contains raw radar data obtained using 24 GHz Ground Based Synthetic Aperture Radar (GBSAR); second one (RealSAR-IMG) contains radar images generated with reconstruction algorithm applied on that raw data. 

Each example in sets represent either raw data (in RealSAR-RAW) or reconstructed image (in RealSAR-IMG) of one observed scene. 
Scene can contain none, one or more test objects. 
Test objects are three bottles: one aluminium, one glass, and one plastic. Bottles dimensions are the same.
Total number of scene combinations is 8 (2^3). Objects were set in various positions in near-distance range between 20 and 70 cm away from radar. 
Each example is stored as matrix in .txt format (in RealSAR-RAW) and as image in .png format (in RealSAR-IMG). Matrix is size of 1024x30 (1024 frequency point, 30 GBSAR steps), and image 496x369 px.
Each set contains 337 examples: 172 of them include aluminium bottle, 172 glass bottle, 179 plastic bottle, and 29 scenes are without objects. 

GBSAR Specs:
Raw data is obtained using developed GBSAR system. It works in stop-and-go mode with 1 cm step size and total aperture of 30 cm. GBSAR sensor is FMCW (Frequency Modulated Continuous Wave) radar with central frequency at 24 GHz and 700 MHz wide bandwidth. FMCW radar periodically transmits sawtooth signal every 166 ms. Wave polarization of FMCW radar can be either HH or VV.