cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/xf5bv3hcvw
title: Seasonal McArthur Forest Fire Danger Index (FFDI) data for Australia: 1973-2017

description: McArthur FFDI for historical data at 39 high quality stations in Australia. Stations cover the entire continent, although spacing is sparse in some locations. Values of 95th,90th,75th,50th,25th and 10th percentile of daily FFDI estimated over standard meteorological seasons (i.e. DJF, MAM, JJA, SON). Top and Bottom value for each season are also provided. Reliable data presented here extend from JJA 1972 through MAM 2017. The data used in the paper focus on the 90th percentile. Seasonal statistics for components of FFDI (i.e. rainfall, KBDI, max temperature, relative humidity, drought factor, wind speed) also given. Latitude/longitude of the stations, number of individual observations in each season, and time indicators also provided. Sorry, station names not included...couldn't get the netCDF to contain a string variable!! The netCDF-3 file describes the format and variables included in more detail. The calculation of FFDI follows the methodology described in Lucas (2010). Station selection is as in Clarke et al (2013). Underlying meteorological data come from Bureau of Meteorology surface weather stations This version of the data set supports the submission/publication of Harris and Lucas (2019) in PLOS ONE
DOI: 10.17632/y7nprysy8g
title: PSGen, a generator of phase space parameterizations for the multichannel Monte Carlo integration

description: PSGen is a new general purpose Fortran program which has been written to facilitate the Monte Carlo phase space integration of the S matrix element of any 2 → n scattering process, with n = 2, ..., 9, provided by the user. The program is written in Fortran 90/95. It uses a new very fast algorithm that automatically generates calls to Fortran subroutines containing different phase space parameterizations of the considered class of processes. The parameterizations take into account mappings of poles due to the Feynman propagators of unstable heavy particles decaying into 2 or 3 on shell final state particles according to predefined patterns, possible single or double t-channel poles and peaks due to one on shell photon or gluon radiation. The individual subroutines are organized in a single multichannel kinematics subroutine which can be easily called while computing the phase space integral of the S matrix element as a function of generated particle four momenta, in either the leading or higher orders of the perturbation series. The particle four momenta can be used in a quadruple precision version, if necessary.
DOI: 10.17632/ybysw55g7r
title: Holbrook and Barrett 2024

description: Dataset from "Flooding facilitates metacommunity dynamics for fish and amphibians in isolated wetlands in southern Florida" with additional data from Holbrook and Dorn 2016 (Holbrook, J. D., and N. J. Dorn. 2016. Fish reduce anuran abundance and decrease herpetofaunal species richness in wetlands. Freshwater Biology 61:100–109)
DOI: 10.17632/zf9xb7r5vk
title: Data for: Undergraduate Students' Motivation to Learn and Attitudes toward English in Multilingual Pakistan: A look at shifts in English as a World Language

description: Uploaded are three items: A Codebook (.pdf), generated from SPSS that lists the variables and descriptions of the variables. A Comma-separated Values (.cvs) file that contains the data. The top row are the variables listed in the Codebook. The SPSS file with the data, from which the Codebook and the .cvs files were created. Abstract of the study based on these data: In this study, we investigated EFL undergraduate students’ motivation to learn English in the context of Pakistan using Dörnyei’s (2009) L2 Motivational Self System as the theoretical framework. We investigated the attitudes of the participants about the status of English as the official language of Pakistan and as the medium of competitive examinations. The participants of this study were undergraduate students in three public universities in Pakistan. We employed mixed methods. The first author collected the data by using a 54-item structured questionnaire and semi-structured interviews, and analyzed the data using descriptive as well as inferential statistics. The interview data was analyzed by thematic analysis. The findings suggest that the participants reported Attitudes to Learning English, Ought-to L2 self, International Posture, Instrumentality-promotion, Milieu, Ideal L2 Self, and Instrumentality-prevention as the most important motivational factors for learning English in Pakistan. The results also indicate that Dörnyei’s (2009) L2 Motivational Self System is valid in the EFL context of Pakistan. The participants also mostly favored English as the official language of Pakistan and as the medium of competitive examinations.
DOI: 10.6084/m9.figshare.12636716.v1
title: SI_Table_soil_carbon.xlsx

description: Supplementary dataset to <i>Ecosystem-level carbon stocks and sequestration rates in mangroves in the Cananéia-Iguape lagoon estuarine system, southeastern Brazil</i>, by Rovai et al. in Forest Ecology and Management
DOI: 10.6084/m9.figshare.24647514.v1
title: N deposition datasets in China

description: Data files belonging to the manuscript:Lei Liu, Zhang Wen, Sheng Liu, Xiuying Zhang, Xuejun Liu, 2024, Implications of recent decline in nitrogen deposition in China, Under review, Nature Geoscience. <br><b>Note that further re-use for publications is only permitted after consultation with us (</b>liuleigeo@lzu.edu.cn<b> )</b>. It contains a complete set of total N deposition between 2010-2020 in both kg N ha<sup>-1</sup> yr<sup>-1</sup> (average N deposition in each grid) and Tg N yr<sup>-1</sup> (total N deposition= average N deposition in each grid*grid area).
DOI: 10.17608/k6.auckland.9975608.v3
title: Investigating academic achievement emotions in undergraduate mathematics: Questionnaire and DATA

description: Questionnaire, raw data and analysis scripts.
DOI: 10.17632/9cp6pzwy2j
title: Replication package for "Millionaires Speak: What Drives Their Personal Investment Decisions?"

description: Replication data and code for "Millionaires Speak: What Drives Their Personal Investment Decisions?" by Svetlana Bender, James Choi, Danielle Dyson, and Adriana Robertson
DOI: 10.17632/pgf6h8wgww
title: Data for: A Metallurgical Phase Transformation Framework Applied to Additive Manufacturing Processes

description: Temperature measurements comparison between experiments and finite element simulations.
DOI: 10.17632/42ktr3h9k6
title: YAP/TAZ activity in PDGFRa-expressing alveolar fibroblasts modulates AT2 proliferation through Wnt4

description: Western blots_not cropped
DOI: 10.17632/56whhvcbzb
title: Effects of stress-dependent growth on evolution of sulcal direction and curvature in models of cortical folding

description: Input files of ABAQUS (can be read into the ABAQUS or can be used to create the same simulation in similar programs such as FEBio) with necessary codes and links to reproduce the output.
DOI: 10.17632/682svc2j4x
title: File B1

description: FASTA sequences of the homologous gene family of SbPDI1-1, SbPD2-1a, SbPDI2-1b and SbPDI5-1 from 1,355 different eukaryotic species obtained from the Plaza 5.0 database, and used for the MSA alignment.
DOI: 10.17632/m63vnzjyfb
title: Impact of Inspiratory Muscle Training on Lung Function and Aerobic Fitness in Recreational Basketball Athletes

description: This title refers to research exploring how targeted exercises for the breathing muscles-known as inspiratory muscle training (IMT)-can affect the lung function and aerobic fitness of individuals who play basketball recreationally. Basketball is a sport that requires both strong respiratory muscles and high endurance due to its demanding nature and frequent bursts of intense physical activity. While most athletic training programs focus on building strength, agility, and basketball skills, there is growing interest in understanding whether specifically strengthening the muscles involved in inhalation can further enhance a player’s lung capacity and ability to sustain prolonged physical effort. Studies in this area assess whether IMT can lead to measurable improvements in parameters such as forced vital capacity, maximum voluntary ventilation, and oxygen uptake, ultimately aiming to determine if these physiological gains translate into better performance and reduced fatigue during basketball games
DOI: 10.17632/xgtg6kvr2g
title: Nanotechnology Applications in Interior Design of hospitals to enhance thermal comfort and decrease the infection spread for the occupants

description: The interior design process, especially the selection of materials, plays a pivotal role in ensuring a hygienic and safe environment within healthcare facilities. Walls, floors, ceilings, and furniture materials are key elements that contribute to the overall design, impacting the well-being of patients. Recognizing the importance of this phase, a study was conducted to investigate the application of nano materials in healthcare facility interior design in Egypt.
DOI: 10.17632/7jg292f2mj
title: Dataset on Industry 4.0 (Big data & IOT) research trends from 2015 to 2023: A systematic literature review

description: A large set of articles was extracted from the Scopus and Web of Science databases. Applying the PRISMA methodology, which includes steps such as identification, filtering, eligibility, and inclusion, as well as the application of inclusion and exclusion criteria, the articles were scrutinized. In the end, 114 eligible papers were analyzed using SLR and bibliometric analysis.
DOI: 10.17632/czhpr6by9d
title: Within-Firm Supply Chains: Evidence from India Replication Package

description: This package contains all the files needed to replicate the paper “Within Firm Supply Chains: Evidence from India”.
DOI: 10.6084/m9.figshare.27246942.v3
title: BeachLog data

description: Raw data for BeachLog tool. Data collected between 2019 and 2022.The dataset is divided into 3 sheets.Information with ID, Beach, City, region, Lat, Lon, Tide, and Urban levelParameters with parameter, group, and binary results for every beach in 2 different months.v2 added 2 months of data for Itamaraca Island in the dataset BeachLog_itamaraca_2022Description with Activities that take place on each beachThe table BeachLog_itamaraca contains results for 3 beaches in Itamaracá island (Forte, Pilar, and Sossego) for four months in 2022 (March, June, September, and December). This data was not used for the BeachLog tool.
DOI: 10.6084/m9.figshare.4039719.v2
title: FASTA Files of Influenza HA

description: FASTA files of influenza HAs<br>
DOI: 10.6084/m9.figshare.27184596.v1
title: TCMEval-SDT

description: a benchmark dataset for syndrome differentiation thought of traditional Chinese medicine
DOI: 10.17632/j4nf79893r
title: VC_UNIV_PERF

description: VC and UnivPerf data and code
DOI: 10.17632/n2pkt974cm
title: Climate Change & Ideology (Spain)

description: We sample 604 Spanish citizens and use the OSI 2.0 scale to assess the level of science literacy, ande their opinion about anthropogenic Climate Change.
Scientific literacy was measured according to the OSI 2.0 scale, consisting of 19 items (Kahan, 2017). In order to measure their degree of belief in climate change, respondents were asked to indicate their opinion on the following statement: “There is indisputable evidence that humans cause global warming,” where zero indicated strong disagreement and ten strongly agreement.; Regarding ideological orientation, respondents were asked to place themselves on a scale where zero meant extreme left and ten meant extreme right.
Two other variables were considered for additional checks. The first is the opinion on food waste (SDG 12: responsible production and consumption). Measured using the question “On a scale of zero to ten, what is your level of concern about food waste (zero corresponds to Not at all and ten corresponds to Extremely concerned).” The second is the specific knowledge of the scientific basis of climate change. Measured with the question “Global warming is caused by the depletion of the ozone layer [True/False].”
DOI: 10.17632/vwyfw8rmsm
title: Data for Phytochemical and GC-MS analysis of Thevetia peruviana fruit Methanol extracts as an Anti-rodenticide Potential against Balb C rats

description: The data contained here entails the extraction of active phytochemical compounds from Thevetia peruviana fruits, and testing for anti-rodenticide potential. The extract can be characterized by GC-MS, FT-IR and UV-Vis spectroscopy. and quantitatively analysed products. The data points for the FTIR results, photographs of the heart, kidney, and other internal parts of the rats before and after feeding them with the Thevetia peruviana extract. The data is presented in the form of images, tables, and Microsoft Excel data sheets, among others. This data can be utilized by researchers in the use of plants for controlling agricultural pests. In addition, the data can be utilized to compare results from similar studies and even replicate research as presented herein.
DOI: 10.17632/zf6znbbhnb
title: Data for: Numerical simulation of charge transport layer free perovskite solar cell using metal work function shifted contacts

description: SCAPS-1D simulator def file and batch files are attached here.
DOI: 10.17632/b4b86vtsgx
title: Data demonstrating the in vivo anti-tumor efficacy of thermosensitive liposome formulations of a drug combination in pre-clinical models of breast cancer

description: The dataset expands on previously published data that described the development of a thermosensitive liposome formulation of the heat shock protein 90 inhibitor alvespimycin (ThermoALV), in vitro characterization of the combination effects of alvespimycin (ALV) and doxorubicin (DXR) in a panel of breast cancer cell lines, as well as the in vivo distribution of the drugs following administration in thermosensitive liposomes in combination with mild hyperthermia in MDA-MB-231 tumor bearing female SCID mice (https://doi.org/10.1016/j.jconrel.2019.06.012). Here the combination effects of DXR and ALV are characterized in the murine breast cancer cell line 4T1 under conditions of mild hyperthermia. In addition, the therapeutic efficacy and treatment associated toxicity of this thermosensitive liposomal combination are evaluated in both immunocompromised and immunocompetent mouse breast cancer models.
DOI: 10.17632/j7fzzdfbgf
title: Supplementary Material:Cutaneous immune-related adverse events are associated with longer overall survival in advanced cancer patients on immune checkpoint inhibitors: a multi-institutional cohort study

description: Supplementary Materials for the manuscript: Cutaneous immune-related adverse events are associated with longer overall survival in advanced cancer patients on immune checkpoint inhibitors: a multi-institutional cohort study
DOI: 10.17632/pvckvzt4pd
title: Measurements of particulate matter and meteorological parameters at  Mohali and Nadampur

description: The excel file contains the daily averaged PM10, PM2.5, wind speed, ambient temperature, and the daily sum of rainfall for Mohali (Sheet 1) and Nadampur (Sheet2). The daily sum of rainfall, daily average temperature, and daily average wind speed measured at Patiala (obtained from the  https://app.cpcbccr.com/ccr/#/caaqm-dashboard-all/caaqm-landing)  was used for Nadampur. PM at Mohali and Nadampur was measured using the Airveda low-cost sensors and corrected using the Random Forest machine learning algorithm.
DOI: 10.17632/r66jsn97jm
title: Performance investigation and optimization of perovskite/CIGS tandem solar cell by using SCAPS-1D modeling and simulation.

description: SCAPS-1D simulation datasheet. Electrical properties materials.
DOI: 10.17632/hwczzf6gh2
title: Data for: Contact between rough rock surfaces using a dual mortar method

description: This files contain the surface meshes generated from asperity scans of granite samples from the Grimsel test site. They have been used to create the geometries used in this paper. For convenience we also add .jou file which contains the commands to generate exodus files for the use in MOOSE.
DOI: 10.17632/y33986sbyj
title: Malnutrition among Children in Ethiopia

description: This study focused on the spatial distribution of child malnutrition in Ethiopia and to identify the risk hotspots region that could be possibly used to design malnutrition intervention programs. The data used in this study was obtained from the Demographic and Health survey program. The data was cleaned and prepared for analysis and a hierarchical spatial model was fitted. 
Findings identified the major risk factors and hotspot regions in Ethiopia. The observed data were recoded to suit the model considered. We refer interested readers to see the 2016 Ethiopia demographic and health survey brochure for more insight on the data.
DOI: 10.26181/12072600.v1
title: Explaining variability in the prevalence of Achilles tendon abnormalities: A systematic review with meta-analysis of imaging studies in asymptomatic individuals

description: Full text data extraction of manuscript:Docking et al (2021) Explaining variability in the prevalence of Achilles tendon abnormalities: A systematic review with meta-analysis of imaging studies in asymptomatic individuals. <i>Journal of Orthopaedic and Sports Physical Therapy.</i><br>51(5):232-52. doi:10.2519/jospt.2021.9970PROSPERO: CRD42018088087<br>
DOI: 10.6084/m9.figshare.13596830.v1
title: Summary-covid-19 and tourism.xlsx

description: It is the dataset corresponding to the article to-be-published in the Sustainability journal called "The Impact of a Global Crisis on Areas and Topics of Tourism Research"
DOI: 10.17632/7wynp4yxkh
title: Comparison of twelve sequential online motor assessment of patients with Parkinson disease by multiple raters in different locations

description: Detection of movements in the extremities of people with Parkinson disease was developed to enhance clinical assessments. This data represents the administration of online motor assessments to detect the movements in the extremities of people with Parkinson's disease by examiners certified in the Movement Disorders Society-sponsored revision of the Unified Parkinson’s Disease Rating Scale (MDS-UPDRS) (Goetz, et al., 2008). 


Ten trained raters who were certified in the administration of the Movement Disorders Society-sponsored revision of the Unified Parkinson’s Disease Rating Scale (MDS-UPDRS) (Goetz, et al., 2008) conducted 10 online motor assessments for one patient with Parkinson disease. Each rater utilized a separate computer at different location in three continents. At the beginning of each session the patient was asked for his permission to record the session. Second, the investigator asked the patient about the current medications and weight. Third, the investigator announced each motor assessment by saying the number and the name of each task before conducting the task for all of the raters. Fourth, the investigator gave the patient the specific instructions for each task, demonstrated each task, and asked the participant to begin the task. The investigator didn't continue to demonstrate the task after the participant began the task. For the repetitive items the investigator asked the participant to perform the activities as fully and as fast as possible. After performing each task the raters were given one minute to write their scores. This process was repeated for all of the tasks. At the conclusion of the session the participant was excused after setting the next session date, and then all of the raters shared their scores with the investigator by email. Finally the investigator conducted a consensus conference to attain agreement on each score for each task. 



One expert certified in the MDS-UPDRS (Goetz, et al., 2008) edited the original videotapes to extract only the administration of each task.The videotape segments correspond to the tasks of the protocol (3.17RTU: 3.17 Rest tremor amplitude upper limbs, 3.17RTUC: 3.17 Rest tremor amplitude upper limbs counting, 3.15PT: 3.15 Postural tremor of the hands, 3.4FT: 3.4 Finger tapping, 3.5HM: 3.5 Hand movements, 3.6PS: 3.6 Pronation-supination movements of the hands, 3.9ACU: 3.9 Arising from chair upper limbs).
DOI: 10.6084/m9.figshare.16438176.v1
title: Factors associated with practice of Covid-19 precautionary measures among clients visiting a tertiary hospital, Addis Ababa, Ethiopia

description: This is data from a face-to-face interview of clients in a cross-sectional survey of COVID-19 precautionary measures.
DOI: 10.6084/m9.figshare.23582313.v2
title: Dataset of "Deep Reaction Network Exploration of Glucose Pyrolysis"

description: The csv file contains the atom-mapped smiles of reactant and product, as well as the activation energy, gibbs free energy of activation, and enthapies of reactions. The detailed geometries are provided in the .h5 file. For paring this h5 file, please go to https://github.com/zhaoqy1996/RGD1,
DOI: 10.17632/4gh3y28tbr
title: Digital literacy pre-service teachers Poland and Italy

description: The data shows the level of digital competence of future teachers in two European countries: Italy and Poland.

The main objective of the internship research is to develop theoretical grounds and collect quantitative and qualitative material to modernize academic curricula in pre-service teacher training in the area of constructive-critical use of information and communication technologies (ICT). The research project focuses on both, learning-teaching aspect and educational aspects connected with ICT. The main objective of the project will allow to integrate, within the theory and empirical studies into teacher education, two opposite and often mutually excluding research narratives within:
• opportunities paradigm (positive outcomes of intense use of ICT);
• risk paradigm (threats in education mediated through the cyberspace).
The research is in line with the global trend of the intense development of media pedagogy.
DOI: 10.17632/b5mj79w5w9
title: LG 18650HG2 Li-ion Battery Data

description: The included tests were performed at McMaster University in Hamilton, Ontario, Canada by Dr. Phillip Kollmeyer (phillip.kollmeyer@gmail.com). If this data is utilized for any purpose, it should be appropriately referenced. A brand new 3Ah LG HG2 cell was tested in an 8 cu.ft. thermal chamber with a 75amp, 5 volt Digatron Firing Circuits Universal Battery Tester channel with a voltage and current accuracy of 0.1% of full scale. The tests can be used to test Neural Network and Kalman Filter State of Charge algorithms, or to develop battery models, and are intended to be a reference so researchers can compare their algorithm and model performance for a standard data set. The test data, or similar data, has been used for some publications, including: Vidal, C., Naguib, M., Gross, O., Malysz, P., Kollmeyer P. and Emadi, A. (2020). Robust xEV Battery State-of-Charge Estimator Design using Deep Neural Networks. [online] Sae.org. Available at: https://www.sae.org/publications/technical-papers/content/2020-01-1181/ [Accessed 28 Jan. 2020]. C. Vidal, P. Kollmeyer, E. Chemali and A. Emadi, "Li-ion Battery State of Charge Estimation Using Long Short-Term Memory Recurrent Neural Network with Transfer Learning," 2019 IEEE Transportation Electrification Conference and Expo (ITEC), Detroit, MI, USA, 2019, pp. 1-6.
DOI: 10.6084/m9.figshare.24981066.v1
title: <b>Annotation of Haplotype-resolved Wenchang chicken genomes</b>

description: We conducted an extensive annotation of haplotype-resolved Wenchang chicken genomes, aiming to provide a comprehensive understanding of the genetic makeup of these chickens.
DOI: 10.6084/m9.figshare.28163228.v1
title: Spotibot (Rose)

description: Image samples accompanying the publication "Spotibot: Rapid scoring of Botrytis lesions on rose petals using deep learning and mobile computing"Image acquisition devices:Samsung Galaxy A52Xiaomi Poco X3 ProDatasets:Rose petals on dishes (polygon and bounding boxes; COCO format)Rose petals with Botrytis (polygon and bounding boxes; COCO format)<br><br>