cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/4d6tj5snkd
title: Expression through Hands_PSL

description: Cite following:

Citation | Sameena Javaid, Safdar Rizvi, Muhammad Talha Ubaid, Abdou Darboe, Shakir.
Mahmood. Mayo “Interpretation of Expressions through Hand Signs Using Deep Learning
Techniques,” International Journal of Innovations in Science and Technology, vol. 4, no. 2, pp. 596–611, 2022.

The collected dataset used in this research with a mobile device OPPO A76 having dual Cameras: 13MP, f/2.2 and LED flash. The selection of the gestures is based on the basic seven expressions of sad, happy, neutral, disgust, scared, angry, and surprise. Here to elaborate on the seven basic expressions through hand we have selected seven adjectives from Pakistan Sign Language, which are expressed as follows: disgust feeling is expressed by a bad adjective, the neutral feeling is expressed by the best adjective, the happy feeling is elaborated by glad as an adjective, the sad feeling is associated to the sad adjective, just like scared expression is associated with the scared adjective, the further the stiff adjective expresses the further angry feeling surprise expression has the same surprise adjective in PSL to portray action.
DOI: 10.17632/fnr3mkxmk9
title: Esieh lake seepage HESS

description: Movie showing intense ebullition on Esieh lake, in support to "Mobile open dynamic chamber measurement of methane macroseeps in lakes"
DOI: 10.17632/nf6hhgwj54
title: Assessment of RF radiation intensity on 35 Main Streets throughout Pennsylvania, USA during the fall of 2021

description: This survey data was gathered during the fall of 2021. RF intensity was measured using an RF detector on 4 or 5 contiguous main commercial street corners in 35 Pennsylvania towns and cities. The study was performed to see if towns with the 5G network were associated with a significant increase in ambient RF intensity as compared to towns with older generation networks.  The data shows that RF intensity correlates with the location and position of 5G and 4G LTE antennas. Utility mounted antennas create more intense radiation than those mounted on building tops.
DOI: 10.17632/c2zb42vd4h
title: Feasibility assessment on use of proximal geophysical sensors to support precision management

description: This data was used in the analysis of the paper, "Feasibility assessment on use of proximal geophysical sensors to support precision management", which was submitted to Vadose Zone Journal. A study was conducted at three sites in North Dakota, United States to strengthen understanding of the usefulness of different proximal geophysical data types in agricultural contexts of varying pedology. This study hypothesizes that electro-magnetic induction (EMI), gamma-ray sensor (GRS), cosmic-ray neutron sensor (CRNS), and elevation data layers are all useful in multiple linear regression (MLR) predictions of soil properties that meet expert criteria at three agricultural sites. In addition to geophysical data collection with vehicle-mounted sensors, 15 soil samples were collected at each site and analyzed for nine soil properties of interest. Included is the data from proximal geophysical sensors for each site (one file for each site) and a file containing all the sampled soil property data. The sampled soil properties include pH, electrical conductivity, cation exchange capacity, organic matter, available water holding capacity, bulk density, percent sand, percent silt, and percent clay.
DOI: 10.17632/9tkgbfghyw
title: Impact of vitiligo on life quality of patients: Assessment of currently available tools

description: How different tools for evaluating the impacts of skin diseases on QoL reflect the burden of vitiligo has rarely been compared. In this study, we evaluated the impact of vitiligo on QoL using currently available tools. Patients with vitiligo completed established questionnaires including dermatology life quality index (DLQI), short form-36 (SF-36), and willingness to pay (WTP). Of the 143 patients enrolled, 34.6% were identified having significant mental stress by SF-36 mental health domain score ≤ 56 while there were only 13.3% patients with significantly hampered QoL indicated by DLQI > 10. Using receiver operating characteristic curve analysis, DLQI ≥7 was found to be a more appropriate DLQI cutoff value for identifying mental stress in vitiligo patients. Additionally, the median WTP for treating vitiligo was comparable to other inflammatory skin diseases. 
Conclusion: There exist discrepancies in the outcomes identifying significant disease burden of vitiligo using DLQI and SF-36, making the current DLQI cutoff score (> 10) for identifying significantly affected QoL inappropriate for these patients.
DOI: 10.17632/p64dtjx7rj
title: Raw Data on Determination of total carbon in biosolids using MID-infrared spectroscopy
DOI: 10.15468/dl.smf3yc
title: Occurrence Download

description: A dataset containing 10011 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Arivela viscosa (L.) Raf.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 10011 records from 238 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001517-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/kd8yd73p6j
title: Data for: The effects of ear and body acupressure on labor pain and the duration of labor active phase: a randomized controlled trial
DOI: 10.17632/8k5z5bx2s8
title: Non-invasive stress assessment in male and female rats using infrared thermography

description: We used Infrared thermography (IRT) to collect continuous tail and eye temperature measurements of male and female rats (Rattus norvegicus), for 30 minutes after exposure to one of three stressors (small cage, encircling handling or rodent restraint cone) for one minute, and cross-validated the thermal response with plasma corticosterone (CORT) and behavioural assessment. To obtain individual baseline temperatures and thermal responses to stress, rats were imaged in a test arena (to which they were habituated) for 30 seconds before and 30 minutes after being exposed to the stressor. In response to the three stressors, tail temperature initially decreased and then recovered to, or overshot the baseline temperature. Tail temperature dynamics differed between stressors; being restrained in the small cage was associated with the smallest drop in temperature, in male rats, and the fastest thermal recovery, in both sexes. Increases in eye temperature only distinguished between stressors early in the response and only in females. The post stressor increase in eye temperature was greater in the right eye of males and the left eye of females. In both sexes encircling was associated with the largest increase in CORT. These results were in line with observed behavioural changes, with greater movement in rats exposed to the small cage and higher immobility after encircling. The female tail and eye temperature, as well as the CORT concentrations did not return to pre-stressor levels in the observation period, in conjunction with the greater occurrence of escape-related behaviours in female rats.
DOI: 10.17632/pk22y3t73r
title: Data for: Parasite community as a potential predictor of host population structure: an example using Callorhinchus capensis

description: Raw data file set for "Parasite community structure as a predictor of host population structure: an example using Callorhinchus capensis" - Morris et al. Data set includes locations of sample collection, host measurements, and parasite abundance values.
DOI: 10.15468/dl.qxbv2h
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pinguicula ehlersiae Speta & F.Fuchs"
 ]
}

 The dataset includes 61 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001518-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/9h93mc4nzz
title: Pacific spiny dogfish (Squalus suckleyi) fishing capture stress

description: Datasets are presented for analyses in Bouyoucos et al. (In Prep). See the 'metadata' text file for descriptions of individual .csv files and descriptions of column headings. Pacific spiny dogfish (Squalus suckleyi) were collected under Department of Fisheries and Oceans Canada permits XR-139 2021 and XR-199 2022. Experiments were conducted under approval from the Bamfield Marine Science Centre Animal Care Committee (animal user protocols RS-21-03 and RS-22-10). This dataset supported a study that compared physiological consequences of recreational and commercial capture in a shark commonly encountered in both fisheries across its range. Dogfish were collected using both rod-and-reel and longline fishing methods, sampled for blood to quantify primary and secondary stress markers, and assayed for reflex impairment as a proxy for physiological status. These data provide new information on the resilience of Pacific spiny dogfish to recreational and commercial fisheries encounters and offer one of the few direct comparisons between these methods in any shark.
DOI: 10.17632/948vddp2k7
title: Raw data of the bibliometric documents of the last decade of biophysics research with two different methods

description: This is the raw data files that have been used in bibliometric anaylsis of biophysics field that contains 100.000 entiries each.
DOI: 10.17632/j4hw68hty2
title: Neurosensory Assessment of Infraorbital Nerve Injury Following Unilateral Zygomaticomaxillary Complex Fracture 

description: We aimed to assess the difference in the recovery pattern of branches of infraorbital nerve paraesthesia after zygomaticomaxillary complex (ZMC) fracture in both surgically and non-surgically managed patients.
A prospective, observational study involving 31 patients with unilateral ZMC fracture - 15 in the surgical group (Group A) and 16 in the nonsurgical group (Group B) was evaluated. These patients were assessed at the time of injury, 3-months follow-up, and 6-months follow-up for the sensory function of the infraorbital nerve. The assessment of paraesthesia was performed by cotton wisp test, light touch monofilament test, and the cold thermal test 
A statistically significant improvement was noted on both 3 and 6 months follow-up in the malar region in group A. Other statistically significant improvements were noted only on 6 months follow-up in the infraorbital region in group A. On the 2-point discrimination test, all the facial regions showed significant improvement in both the groups over 3 months and 6 months of follow-up.

Codes used in this excel sheet are: 
male	1
female	2

side 	
right 1
left	2

present	1
absent	2
DOI: 10.17632/p85b72p73x
title: Dataset: use of low volume, high effort resistance training to manage blood pressure in hypertensive patients inside public hospital: a proof of concept study

description: Data: Hospital Research The data were tabulated in the excel program and analyzed by the Statistical Package for the Social Sciences, version 21 (SPSS) software. We used GraphPad Prism software (version 5.0, San Diego, CA, USA) to graph. Using one-way repeated-measures analysis of variance and Student’s paired tests with Bonferroni correction where appropriate was used to compare resting heart rate, resting SBP, resting DBP and post training session heart rate between the first and last resistance training session.
DOI: 10.17632/bxg96vgwh6
title: Spatio-temporal variability of the carbonate system and air-sea CO2 fluxes in the South Yellow Sea and East China Sea during the warm seasons

description: This data was collected in the South Yellow Sea and East China Sea during spring, 2017 and summer, 2018. The carbonate system data demonstrated that the South Yellow-East China Sea region shifted from a strong CO2 sink in spring to a weak CO2 source in summer, and revealed the mechanisms of the carbonate system variability and the driver mechanisms of the pCO2 variations in different subregions and seasons. The underway pCO2 data showed a high-resolution of pCO2 variability in the entire South Yellow Sea and East China Sea. This data is a valid tool to allow us better understanding of the process determing the spatial and temporal vairiations of the carbonate system in continetal seas, which is an important step toward estimating global air-sea CO2 fluxes.
DOI: 10.17632/rzszgnc62r
title: Zhang_Cell2024_WT_reverse

description: RNA-seq datasets of BJ fibroblasts with indicated genetic modifications (TMEM2-OE, or
TMEM2-OE TGFBR1-KO) and/or pharmaceutical treatments (1 ng/mL TGF-β1 treatment for
24 hours). Four replicates per condition.
DOI: 10.17632/sb4jmc3jsm
title: DOES OWNERSHIP AFFECT PERFORMANCE? –A PANEL DATA ANALYSIS OF COMPANIES LISTED IN INDIA

description: This paper attempts to examine the impact of ownership structure on firm performance. The sample is based on BSE 200 Index companies and the study spans over a period of 15 years, from 2001 to 2015. It considers four major groups of ownership viz., Indian Promoters (IP), Foreign Promoters (FP), Non-Promoter Institutions (NPI), and Non-Promoter Non Institutions (NPNI) and three measures of performance namely, return on asset (ROA), return on equity (ROE), and Tobin’s Q ratio (TQ). Panel data regression results shed light on the relation between ownership structure and firm performance.
DOI: 10.15468/dl.kr3y53
title: Occurrence Download

description: A dataset containing 24215 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sporobolus indicus (L.) R.Br.)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 24215 records from 629 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001520-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15156/bio/sh0073869.10fu
title: SH0073869.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.13145/bacdive5816.20251217.10
title: Geodermatophilus dictyosporus Montero-Calasanz et al. 2015 emend. Montero-Calasanz et al. 2017

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive5817.20250331.9.3
title: Geodermatophilus obscurus Luedemann 1968 emend. Montero-Calasanz et al. 2017

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive5817.20251217.10
title: Geodermatophilus obscurus Luedemann 1968 emend. Montero-Calasanz et al. 2017

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive5818.20250331.9.3
title: Geodermatophilus amargosae Montero-Calasanz et al. 2014 emend. Montero-Calasanz et al. 2017

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive5818.20251217.10
title: Geodermatophilus amargosae Montero-Calasanz et al. 2014 emend. Montero-Calasanz et al. 2017

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive5819.20250331.9.3
title: Geodermatophilus sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive5819.20251217.10
title: Geodermatophilus sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15156/bio/sh0073870.10fu
title: SH0073870.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.13145/bacdive5820.20241212.9.2
title: Geodermatophilus arenarius Montero-Calasanz et al. 2013

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15156/bio/sh0073871.10fu
title: SH0073871.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.13145/bacdive5820.20251217.10
title: Geodermatophilus arenarius Montero-Calasanz et al. 2013

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive5821.20250331.9.3
title: Geodermatophilus siccatus Montero-Calasanz et al. 2013 emend. Montero-Calasanz et al. 2017

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15156/bio/sh0073872.10fu
title: SH0073872.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.13145/bacdive5821.20251217.10
title: Geodermatophilus siccatus Montero-Calasanz et al. 2013 emend. Montero-Calasanz et al. 2017

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive5822.20250331.9.3
title: Geodermatophilus telluris Montero-Calasanz et al. 2013 emend. Montero-Calasanz et al. 2017

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15156/bio/sh0073873.10fu
title: SH0073873.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.13145/bacdive5822.20251217.10
title: Geodermatophilus telluris Montero-Calasanz et al. 2013 emend. Montero-Calasanz et al. 2017

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.