cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/hpfxwsgrwx.3
title: Administration of a low-cost quantitative continuous measurement of movements of the extremities of people with Parkinson’s disease

description: A low-cost quantitative continuous measurement of movements in the extremities of people with Parkinson’s disease was developed to enhance the gold-standard structured assessment of people with Parkinson’s disease (PD) assessed by the visual observation by the examiner of the person with PD (Goetz, et al., 2008) with the recorded output of signals to document the three dimensions of the positions in space of the finger and wrist or the toe and ankle of the participant performing tasks that may be impaired by PD (McKay, et al., 2019). The accelerometers were taped to the dorsal surface of the second (middle) phalanx of the index finger and the dorsum of the arm midway between the radius and the ulna two inches from the wrist joint to measure the movements in the upper extremity and to the dorsal surface of the proximal phalanx of the first (big) toe and the anterior surface of the tibia two inches proximal to the medial malleolus to measure the movements of the lower extremity (McKay, et al.,2019). The examiner instructed the participant how to perform each task. The examiner demonstrated the movements. The examiner did not continue to perform the movements while the participant was performing them. The examiner instructed the participant to perform each movement as quickly and fully as possible. The examiner encouraged the participant to execute each motion with the maximal speed and range of motion. The examiner sought to capture at least ten optimal repetitions for each motion. In order to attain a minimum of ten top-notch repetitions the examiner asked the participant to perform many more repetitions. The ten optimal repetitions could later be extracted for further analysis. The data shows  trained examiner administering the procedures to a healthy 68-year-old male participant with typical development. 

The data from this procedure performed on cohorts of individuals with Parkinson’s disease and multiple system atrophy and healthy age- and sex-matched individuals with typical development have been published (Harrigan, et al., 2020).
DOI: 10.17632/hpfxwsgrwx.4
title: Administration of a low-cost quantitative continuous measurement of movements of the extremities of people with Parkinson’s disease

description: A low-cost quantitative continuous measurement of movements in the extremities of people with Parkinson’s disease was developed to enhance the gold-standard structured assessment of people with Parkinson’s disease (PD) assessed by the visual observation by the examiner of the person with PD (Goetz, et al., 2008) with the recorded output of signals to document the three dimensions of the positions in space of the finger and wrist or the toe and ankle of the participant performing tasks that may be impaired in people with PD (McKay, et al., 2019). The accelerometers were taped to the dorsal surface of the second (middle) phalanx of the index finger and the dorsum of the arm midway between the radius and the ulna two inches from the wrist joint to measure the movements in the upper extremity and to the dorsal surface of the proximal phalanx of the first (big) toe and the anterior surface of the tibia two inches proximal to the medial malleolus to measure the movements of the lower extremity (McKay, et al.,2019). The examiner instructed the participant how to perform each task. The examiner demonstrated the movements. The examiner did not continue to perform the movements while the participant was performing them. After the participant began the task, the examiner instructed the participant to perform each movement as quickly and fully as possible. The examiner encouraged the participant to execute each motion with the maximal speed and range of motion. The examiner sought to capture at least ten optimal repetitions for each motion. In order to attain a minimum of ten top-notch repetitions the examiner asked the participant to perform many more repetitions. The ten optimal repetitions could later be extracted for further analysis. The data shows a trained examiner administering the procedures to a healthy 68-year-old male participant with typical development. A videographer recorded the performance of the procedure by the participant.

The data from this procedure performed on cohorts of individuals with Parkinson’s disease and multiple system atrophy and healthy age- and sex-matched individuals with typical development have been published (Harrigan, et al., 2020).
DOI: 10.17632/hpfxwsgrwx.5
title: Administration of a low-cost quantitative continuous measurement of movements of the extremities of people with Parkinson’s disease

description: A low-cost quantitative continuous measurement of movements in the extremities of people with Parkinson’s disease was developed to enhance the gold-standard structured assessment of people with Parkinson’s disease (PD) assessed by the visual observation by the examiner of the person with PD (Goetz, et al., 2008) with the recorded output of signals to document the three dimensions of the positions in space of the finger and wrist or the toe and ankle of the participant performing tasks that may be impaired in people with PD (McKay, et al., 2019). The accelerometers were taped to the dorsal surface of the second (middle) phalanx of the index finger and the dorsum of the arm midway between the radius and the ulna two inches from the wrist joint to measure the movements in the upper extremity and to the dorsal surface of the proximal phalanx of the first (big) toe and the anterior surface of the tibia two inches proximal to the medial malleolus to measure the movements of the lower extremity (McKay, et al.,2019). The examiner instructed the participant how to perform each task. The examiner demonstrated the movements. The examiner did not continue to perform the movements while the participant was performing them. After the participant began the task, the examiner instructed the participant to perform each movement as quickly and fully as possible. The examiner encouraged the participant to execute each motion with the maximal speed and range of motion. The examiner sought to capture at least ten optimal repetitions for each motion. In order to attain a minimum of ten top-notch repetitions the examiner asked the participant to perform many more repetitions. The ten optimal repetitions could later be extracted for further analysis. The data shows a trained examiner administering the procedures to a healthy 68-year-old male participant with typical development. A videographer recorded the performance of the procedure by the participant.

The data from this procedure performed on cohorts of individuals with Parkinson’s disease and multiple system atrophy and healthy age- and sex-matched individuals with typical development have been published (Harrigan, et al., 2020).
DOI: 10.17632/p5w3t7vw4f.1
title: Budges355: Individual events of a bird's flying motion, along with video clips, annotated images and 3D data (355 clips).

description: The dataset consists of birds (Budgerigar) flying motion in a controlled environment. Trajectories of birds flying from one perch to another perch were recorded using video cameras. The dataset contains 355 clips of individual events of a bird's flying motion, along with annotated images and 3D data generated from the events.

Only the bird in motion was annotated and 3D trajectories were calculated for all five parts of the bird that were annotated. The annotations were done manually using Computer Vision Annotation Tool (CVAT). For generating the 3D trajectories of the bird's flight motion, Matlab (MathWorks®) was used. The files for all five 3D trajectories are labelled as such; point3D_bird for the bird’s body, point3D_head for the head of the bird, point3D_tail for the tail of the bird, point_3D_left_wing and point_3D_right_wing for the left wing and right wing of the bird respectively. The annotation's file format is JSON, and the format of the annotation is Microsoft COCO . The 3D coordinates for the bird's trajectories are in .mat file format.

Dataset folder structure:
	clip_1
	-->point3D_bird
	-->point3D_head
	-->point3D_tail
	-->point3D_left_wing
	-->point3D_right_wing
	-->left.mp4
	-->right.mp4
	-->left
	-->-->images (includes all the frames of clip 1 left)
	-->-->annotations (includes .json file for annotation of clip 1 left)
	-->right
	-->-->images (includes all the frames of clip 1 right)
	-->-->annotations (includes .json file for annotation of clip 1 right)
.
.
.
	clip_355

There are two zip files:
1. Budges355 (Random 10 clips) where you can randomly find 10 clips for previewing the dataset.
2. Budges355 (clip 1-355).zip where you can find full dataset
DOI: 10.17632/p5w3t7vw4f.2
title: Budges355: Individual events of a bird's flying motion, along with video clips, annotated images and 3D data (355 clips).

description: The dataset consists of birds (Budgerigar) flying motion in a controlled environment. Trajectories of birds flying from one perch to another perch were recorded using video cameras. The dataset contains 355 clips of individual events of a bird's flying motion, along with annotated images and 3D data generated from the events.

Only the bird in motion was annotated and 3D trajectories were calculated for all five parts of the bird that were annotated. The annotations were done manually using Computer Vision Annotation Tool (CVAT). For generating the 3D trajectories of the bird's flight motion, Matlab (MathWorks®) was used. The files for all five 3D trajectories are labelled as such; point3D_bird for the bird’s body, point3D_head for the head of the bird, point3D_tail for the tail of the bird, point_3D_left_wing and point_3D_right_wing for the left wing and right wing of the bird respectively. The annotation's file format is JSON, and the format of the annotation is Microsoft COCO . The 3D coordinates for the bird's trajectories are in .mat file format.

Dataset folder structure:
	clip_1
	-->point3D_bird
	-->point3D_head
	-->point3D_tail
	-->point3D_left_wing
	-->point3D_right_wing
	-->left.mp4
	-->right.mp4
	-->left
	-->-->images (includes all the frames of clip 1 left)
	-->-->annotations (includes .json file for annotation of clip 1 left)
	-->right
	-->-->images (includes all the frames of clip 1 right)
	-->-->annotations (includes .json file for annotation of clip 1 right)
.
.
.
	clip_355

There are two zip files:
1. Budges355 (Random 10 clips) where you can randomly find 10 clips for previewing the dataset.
2. Budges355 (clip 1-355).zip where you can find full dataset
DOI: 10.17632/p5w3t7vw4f.3
title: Budges355: Individual events of a bird's flying motion, along with video clips, annotated images and 3D data (355 clips).

description: The dataset consists of birds (Budgerigar) flying motion in a controlled environment. Trajectories of birds flying from one perch to another perch were recorded using video cameras. The dataset contains 355 clips of individual events of a bird's flying motion, along with annotated images and 3D data generated from the events.

Only the bird in motion was annotated and 3D trajectories were calculated for all five parts of the bird that were annotated. The annotations were done manually using Computer Vision Annotation Tool (CVAT). For generating the 3D trajectories of the bird's flight motion, Matlab (MathWorks®) was used. The files for all five 3D trajectories are labelled as such; point3D_bird for the bird’s body, point3D_head for the head of the bird, point3D_tail for the tail of the bird, point_3D_left_wing and point_3D_right_wing for the left wing and right wing of the bird respectively. The annotation's file format is JSON, and the format of the annotation is Microsoft COCO . The 3D coordinates for the bird's trajectories are in .mat file format.

Dataset folder structure:
	clip_1
	-->point3D_bird
	-->point3D_head
	-->point3D_tail
	-->point3D_left_wing
	-->point3D_right_wing
	-->left.mp4
	-->right.mp4
	-->left
	-->-->images (includes all the frames of clip 1 left)
	-->-->annotations (includes .json file for annotation of clip 1 left)
	-->right
	-->-->images (includes all the frames of clip 1 right)
	-->-->annotations (includes .json file for annotation of clip 1 right)
.
.
.
	clip_355

There are three zip files:
1. Budges355 (Random 10 clips) where you can randomly find 10 clips for previewing the dataset.
2. Budges355 (clip 1-150).zip - clip 1 to clip 150
3. Budges355 (clip 151-355).zip - clip 151 to clip 355
DOI: 10.17632/ddxmjbr49v.1
title: Análisis de encuesta sobre el modelo de gestión de riesgos para proyectos de IT

description: Se efectúa la encuesta para poder identificar las necesidades que presentan los proyectos de integración de soluciones de infraestructura tecnológica en materia de gestión de riesgos y niveles de incertidumbre
DOI: 10.17632/294x7524bn.1
title: Data for: The DNAJ gene family in yerba mate (Ilex paraguariensis): genome-wide identification, structural characterization, orthology based classification and expression analysis

description: This publication holds the entire supplementary material to the contribution in Rodriguésia "The DNAJ gene family in yerba mate (Ilex paraguariensis): genome-wide identification, structural characterization, orthology based classification and expression analysis" by Aguilera et al.
DOI: 10.17632/8z352kb23h.1
title: Supplemental material for "Heterogeneous ATP patterns in microvascular networks"

description: Figures show ATP kinetics under different conditions.
Documents explain parameter definitions and estimations.
DOI: 10.17632/zmcjp2w7c7.1
title: Medical Image Feature Extractor (MIFE) Platform Data Glossary

description: Medical Image Feature Extracor (MIFE) is a Server-based Web Platform, whose main objective is to provide the scientific community with an alternative where programming knowledge is not required to obtain biomarkers from medical images. In addition, this tool is based on Image Biomarker Standardization Initiative (IBSI), the aim of IBSI is the homogenization of the calculation of imaging biomarkers, providing nomenclature and definitions of consensus-based features, reporting guidelines, data sets and reference values. Thus, while MIFE is IBSI compliant, it contributes to the creation of data sets with standardized values, helping in such a way to the scientific community in order that can be used to replicate experiments and compare values obtained on different researchers. As is marked by IBSI, MIFE is available to extract a wide variety of feature types, which includes: First Order Statistics features, Morphological features, Gray Level Co-occurrence Matrix (GLCM) Features, Gray Level Run Length Matrix (GLRLM) Features, Gray Level Size Zone Matrix (GLSZM) Features, and Neighborhood Gray Tone Difference Matrix (NGTDM) Features. On this PDF document, is provided a data glossary, where it can be found the description of data obtained in .csv file by using MIFE platform, also, a nomenclature used in MIFE is given and a match with the nomenclature managed by IBSI is made.
DOI: 10.17632/xtwrf8859b.1
title: Design_files

description: Design files for Pipe Conveying Fluid Experimental Setup
DOI: 10.17632/xtwrf8859b.2
title: Design_files

description: Design files for Pipe Conveying Fluid Experimental Setup
DOI: 10.17632/xtwrf8859b.3
title: Design_files

description: Design files for Pipe Conveying Fluid Experimental Setup
DOI: 10.17632/2g77wfr4rs.1
title: Data from: Contributions of hypolithic communities to surface soil organic carbon across a hyperarid-to-arid climate gradient

description: Data accompany the publication "Contributions of hypolithic communities to surface soil organic carbon across a hyperarid-to-arid climate gradient", published in Geoderma. These data include line-point intercept data of percentage cover of different land cover classes and characteristics (dimensions, mass) of three different clast types (colonized quartz, uncolonized quartz, and non-quartz). Data on soil organic carbon of different cover types are also included.
DOI: 10.17632/jcjtrm7gsp.1
title: FIZIOTERAPIJA

description: Lumboischialgia; sportske ozljede koljena
DOI: 10.17632/62x26ngh6v.1
title: Environmental Identities and Attitudes to Pipeline Vandalism in the Niger Delta

description: This dataset provides an insight into the environmental identities of youths in the oil producing communities of Niger Delta and their attitudes towards pipeline vandalism. The dataset addresses four main areas, namely (a) youths’ environmental identity scores in the oil producing areas of Niger Delta, (b) the youths' attitudes towards pipeline vandalism, (c) the socioeconomic factors associated to environmental identity scores and attitudes towards pipeline vandalism, and (d) the relationship between environmental identity scores and attitudes to oil pipeline vandalism.
DOI: 10.17632/62x26ngh6v.2
title: Environmental Identities and Attitudes to Crude Oil Pipeline Vandalism in the Niger Delta

description: This dataset provides an insight into the environmental identities of youths in the oil producing communities of Niger Delta and their attitudes towards pipeline vandalism. The dataset addresses four main areas, namely (a) youths’ environmental identity scores in the oil producing areas of Niger Delta, (b) the youths' attitudes towards pipeline vandalism, (c) the socioeconomic factors associated to environmental identity scores and attitudes towards pipeline vandalism, and (d) the relationship between environmental identity scores and attitudes to oil pipeline vandalism. The dataset is expected to benefit policy makers, academics and other stakeholders that participate in the oil and gas industry in Niger Delta. The dataset can also benefit researchers who wish to seek further insight into the problem of crude oil pipeline vandalism in the Niger Delta areas.
DOI: 10.17632/62x26ngh6v.3
title: Environmental Identities and Attitudes to Crude Oil Pipeline Vandalism in the Niger Delta

description: This dataset provides an insight into the environmental identities of youths in the oil producing communities of Niger Delta and their attitudes towards pipeline vandalism. The dataset addresses four main areas, namely (a) youths’ environmental identity scores in the oil producing areas of Niger Delta, (b) the youths' attitudes towards pipeline vandalism, (c) the socioeconomic factors associated to environmental identity scores and attitudes towards pipeline vandalism, and (d) the relationship between environmental identity scores and attitudes to oil pipeline vandalism. The dataset is expected to benefit policy makers, academics and other stakeholders that participate in the oil and gas industry in Niger Delta. The dataset can also benefit researchers who wish to seek further insight into the problem of crude oil pipeline vandalism in the Niger Delta areas.
DOI: 10.17632/vfhdwhxkt3.1
title: Code for Dissertation

description: Code for Dissertation "Use of Parametric Sensitivities for Multi-Objective Optimisation"
DOI: 10.17632/99rwxd3d4h.1
title: Capture RIC-seq reveals positional rules of PTBP1-associated RNA loops in splicing regulation. Ye et al.

description: Original data of gels and blots for the manuscript "Capture RIC-seq reveals positional rules of PTBP1-associated RNA loops in splicing regulation"
DOI: 10.17632/wgcp9r6kwx.1
title: Exploring learners’ flow experience and cognitive load of using smartphones as experimental tools in a smart learning environment

description: Hypothesis 1: learners using SETs in physics laboratories (as an experimental group) would report high flow experience.
Hypothesis 2: Using SETs in physics laboratories would reduce learners’ intrinsic and extraneous cognitive load but enhance their germane cognitive load.
Hypothesis 3: Flow experience was negatively correlated with the intrinsic and extraneous cognitive load while remarkably positively related with the germane cognitive load.

The data set includes all participants in the research. You can see students' basic information, like gender and research group, and their flow experience and cognitive load through this set. Using all these data, you can explore the difference in flow and cognitive load between the two groups. Besides, the correlation between flow and cognitive load would be further detected.
The results indicated that students learning with smartphones reported higher flow experience and germane cognitive load but a lower extraneous and intrinsic cognitive load than those learning with traditional tools. Moreover, the flow was positively correlated with the germane cognitive load but negatively related to extraneous and intrinsic cognitive load in this study.
DOI: 10.17632/2t5njt4z9n.1
title: samples of the synthetic data

description: This is the 100 samples of the synthetic data required (input: hydraulic conductivity field data and contaminant source data and output: hydraulic head and contaminate concentration data) for training the surrogate model OANW. "cond.dat" is hydraulic conductivity field data (41*65); "ss.dat" is contaminant source; "conc_1t_1" means the first samples contaminate concentration in first stress period; "head" is hydraulic head data.
DOI: 10.17632/829ht2934h.1
title: The planetary gear trains with single and double planet carriers, 1⁓3 degrees of freedom and up to ten components

description: This is a database of planetary gear trains (PGTs), containing containing the adjacency matrices of PGTs with single and double planet carriers, and saved in a mat file. The data under different files are distinguished by the degree of freedom and component. For example, sxxj1f3g stores the data of PGTs with double planet carriers, 1 degree of freedom and 3 components.dxxj1f3g stores the data of PGTs with single planet carrier, 1 degree of freedom and 3 components.
DOI: 10.17632/psmd9r6k6d.1
title: Covenant University COVID-19 Social Distancing Data

description: This data looks at behavioural changes and social distancing practices among residents in Covenant University, Ota, Nigeria, caused by the COVID-19 pandemic. The changes in behaviour affected their work, communication, crowd management, transportation, and recreation changes. The data show that respondents observed social distancing and adopted new behaviours because they were forced to stay in their homes. The males and females behaved alike.
DOI: 10.17632/8gr28nb3wb.1
title: Antioxidant and antibacterial activities of the Bioactive compounds from the leaves of Ferulago trifida Boiss.

description: Isolation of compounds from methanol extract of the Ferulago trifida Boiss. leaves led to the identification of rutin (1), narcissin (2), heraclenol (3), xanthotoxin (4), imperatorin (5), bergapten (6), prantschimgin (7), umbelliferone (8), isogosferol (9), isopimpinellin (10), oxyimperatorin (11). Antibacterial effect of isolated compounds was studied and umbelliferone and isogosferol showed potent antibacterial activity on S. epidermidis (IZ; 15 mm, MIC; 500 μg mL−1) and S. dysenteriae (IZ; 16 mm, MIC; 500 μg mL−1), respectively. Antioxidant activity of methanol and chloroform fractions of leaves was investigated through 1,1-diphenyl-2-picrylhydrazyl (DPPH) free radical scavenging and ferric reducing antioxidant power (FRAP) tests. The results showed mild antioxidant effect in DPPH test for methanol (IC50: 81.1) and chloroform (IC50: 125.2) extracts and weak antioxidant activity of methanol (67.1 ± 2.9 mmol FSE/100 g) and chloroform (77.4 ± 4.1 mmol FSE/100 g) based on FRAP test compared with BHT (267.2 ± 4.2 mmol FSE/100 g).

Keywords: Ferulago trifida Boiss.; Apiaceae; coumarin; flavonoid; antioxidant; antibacterial