cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.21922365.v1
title: Deep sequencing results for htFuncLib libraries of GFP

description: Deep sequencing results for unsorted and sorted samples of active site mutations focused libraries of GFP. The file contains fastq files separated by samples. Each sample has pair-end reads. Samples are: 10_n_x_any_GFP: nohbonds library sorted for GFP fluorescence. 14_w_x_GFP_GFP: hbonds library sorted for GFP fluorescence. 18_w_x_any_any: ignore. 21_n_old_GFP_Cy: ignore. 25_w_O_unsorted: hbonds library, unsorted. 4_n_O_Cyan_Cyan: nohbonds library sorted for AmCyan fluorescence. 8_n_x_Cyan_GFP: nohbonds library sorted for GFP fluorescence. 11_n_x_any_any: ignore. 15_w_x_Cyan_GFP: hbonds library sorted for GFP fluorescence. 19_n_old_GFP: ignore. 22_n_old_Cyan: ignore. 26_w_X_unsorted: hbonds library, unsorted. 5_n_O_any_any: ignore. 9_n_x_Cyan_Cyan: nohbonds library sorted for AmCyan fluorescence. 12_w_O_GFP_GFP: hbonds library sorted for GFP fluorescence. 16_w_1_CyanCyan: hbonds library sorted for AmCyan fluorescence. 1_n_O_GFP_GFP: nohbonds library sorted for GFP fluorescence. 23_n_O_unsorted: nohbonds library, unsorted. 2_n_O_GFP_Cyan: nohbonds library sorted for AmCyan fluorescence. 6_n_x_GFP_GFP: nohbonds library sorted for GFP fluorescence. 13_w_O_CyanCyan: hbonds library sorted for AmCyan fluorescence. 17_w_x_any_GFP: hbonds library sorted for GFP fluorescence. 20_n_old_GFPCy: ignore. 24_n_X_unsorted: nohobnds library, unsorted. 3_n_O_Cyan_GFP: nohbonds library sorted for GFP fluorescence. 7_n_x_GFP_Cyan: nohbonds library sorted for AmCyan fluorescence. <br> Please cite the reference bioXriv paper or any publisehd paper with the same title...
DOI: 10.4121/21670541.v1
title: Data underlying the publication: Photocatalytic ceramic membrane: Effect of the illumination intensity and distribution

description: The principles and application of heterogeneous photocatalytic processes have gained wide attention, especially to the effectiveness of the process. In this work, a mono and a multi-LED lamp are used to study the impact of the UV light intensity and distribution on the semiconductor surface during the degradation of organic compounds in water. A well-defined scan of the electromagnetic radiation profile on the surface of the membrane was obtained and evaluated. Comparing two lamp configurations with a total photon flux of 210 W.m<sup>-2</sup> and using a filtration rate of 9.7 L.m<sup>-2</sup>.h<sup>-1</sup>, resulted in 20 % more degradation for the most homogeneous light distribution. Furthermore, the reaction rate relation to the photon flux was also studied, with a surface reaction model that includes possible mass transfer limitations. The surface reaction constant increased linearly with the irradiation intensity for the complete studied range [50 to 550 W.m<sup>-2</sup>] for the most homogeneous illumination distribution. A less uniform distribution resulted in a less than proportional reaction rate constant with respect to the incident photon flux between 100 and 210 W.m<sup>-2</sup>. This work adds valuable information to the photocatalysis field to improve the light efficiency in a photoreactor to enhance the degradation of pollutants.
DOI: 10.6084/m9.figshare.29066456.v1
title: Data

description: The Murph workout, one of the most challenging CrossFit® workouts, demands endurance and high intensity. This WOD (Workout of the Day) includes a 1-mile run, 100 pull-ups, 200 push-ups, 300 air squats, and another 1-mile run, typically performed while wearing a weighted vest. Due to its high physical demands, athletes commonly experience Delayed Onset Muscle Soreness (DOMS), characterized by increased sensitivity, fatigue, and reduced muscle function. To minimize these effects and ensure proper recovery, it is essential to adopt strategies that restore muscle function, reduce pain, and allow athletes to return to training without an elevated risk of injury. Thus, the objective of this study was to investigate the effects of massage therapy (MAS) or cold-water immersion (CWI) as a recovery intervention for DOMS in athletes following high-intensity physical activity during the CrossFit® Murph workout. Thirty individuals with a minimum of six months of CrossFit® experience, and familiarity with all exercises used in the study, were recruited. Pain assessments were conducted at four time points: before the workout (Pre), immediately after the intervention (Postrec), 24 hours (Post24), and 48 hours (Post48). Pain was measured using the Brief Pain Inventory (BPI) and the A-DOM questionnaire, along with algometry and thermographic imaging. After completing the WOD, participants were randomly assigned to one of two recovery interventions: MAS or CWI. The MAS intervention consisted of 20 minutes of manual massage therapy, while the CWI intervention involved immersion in ice-cold water at 8°C for 20 minutes. The study results highlight the differential impacts of CWI and MAS on pain management and recovery dynamics following structured exercise. At 48 hours post-intervention, 100% of CWI participants reported no pain, compared to only 12.5% of the MAS group. Additionally, pain intensity during exercise dropped from 3.5 (Pre) to 0 (Post48) in the CWI group, while the MAS group experienced a smaller reduction from 3.6 (Pre) to 2.5 (Post48). These results suggest that CWI is more effective in rapidly reducing pain and soreness, with superior outcomes in pain management during and after physical activities. While our study provides valuable insights into the effectiveness of CWI and MAS for post-exercise recovery, limitations such as the non-blinded study design and small sample size may influence the generalizability of the findings.
DOI: 10.6084/m9.figshare.16701898.v3
title: Data - High body-mass index and mortality from cardiometabolic diseases in Peru: a comparative risk assessment analysis

description: Datasets of the manuscript: High body-mass index and mortality from cardiometabolic diseases in Peru: a comparative risk assessment analysis
DOI: 10.4225/03/59910b9a573c7
title: M1-ZAFF dataset

description: Amber prepi format for the molecular dynamics simulation of the M1 aminopeptidase enzyme superfamily.
DOI: 10.15468/dl.y595hz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Holtbyrnia innesi (Fowler, 1934)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((43.4313 -17.5054,43.9059 -19.9421,43.0686 -21.0649,42.7023 -21.9969,43.1619 -23.5254,43.213 -24.5373,43.6164 -25.1504,44.9648 -25.1504,44.9648 -16.1504,43.978 -16.1504,43.9239 -16.5407,43.4313 -17.5054))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013428-250525065834625/datasets/export for details.
DOI: 10.17632/4f88h23tvy
title: Hydrological connectivity in preserved and degraded microtidal mangroves in Mexico

description: They are time series of data on flood levels within the mangrove, tide, wind, and precipitation in Cozumel, and Terminos lagoon.
DOI: 10.6084/m9.figshare.22116659.v1
title: Vocational interest measures across Africa: A scoping review

description: A scoping review of available peer-reviewed academic literature on career interest measures for the African adolescent population was conducted. The aim was to determine the state of current knowledge and possible future research. The African adolescent population face many challenges in fulfilling their career aspirations. Thus, measuring learners’ career interests during high school is imperative to promote a positive start to their career trajectory. A final sample of 10 articles (2012 – 2022) from four databases was analysed. The results indicate that research is severely lacking and conducted mainly by one author utilising the Career Interest Profile (CIP), Maree Career Matrix (MCM) and Career Adapt-Abilities Scale—South African Form (CAAS). Integrative approaches to career interest measures, mixing methodologies and referencing the unique African context in measurement were common characteristics of studies. It is concluded that more research should be conducted on African adolescents to develop context-sensitive career interest measures.
DOI: 10.6084/m9.figshare.8230505.v1
title: female_evm.gff3

description: Turbot (<i>Scophthalmus maximus</i>) is a commercially important species and is among the most produced flatfish in aquaculture. It has a drastic sexual dimorphism where females are larger. We sequenced and de novo assembled female and male genomes in the present study.
DOI: 10.17632/jm9mr476vn
title: LINE-1 evasion of epigenetic repression in humans. Sanchez-Luque et al.
DOI: 10.6084/m9.figshare.12619766.v3
title: Wikipedia Article Topics for All Languages (based on article outlinks)

description: This dataset contains the predicted topic(s) for (almost) every Wikipedia article across languages. It is missing articles without any valid outlinks -- i.e. links to other Wikipedia articles. This current version is based on the December 2020 Wikipedia dumps (data as of 1 January 2021) but earlier/future versions may be for other snapshots as indicated by the filename.<br><br>The data is bzip-compressed and each row is tab-delimited and contains the following metadata and then the predicted probability (rounded to three decimal places to reduce filesize) that each of these topics applies to the article: https://www.mediawiki.org/wiki/ORES/Articletopic#Taxonomy<br><br>* wiki_db: which Wikipedia language edition the article belongs too -- e.g., enwiki == English Wikipedia<br>* qid: if the article has a Wikidata item, what ID is it -- e.g., the article for Douglas Adams is Q42 (https://www.wikidata.org/wiki/Q42)<br>* pid: the page ID of the article -- e.g., the article for Douglas Adams in English Wikipedia is 8091 (en.wikipedia.org/wiki/?curid=8091)<br>* num_outlinks: the number of Wikipedia links in the article that were used by the model to make its prediction -- this is after removing links to non-article namespaces (e.g., categories, templates), articles without Wikidata IDs (very few), and interwiki links -- i.e. only retaining links to namespace 0 articles in the same wiki that have associated Wikidata IDs. This is mainly provided to give a sense of how much data the prediction is based upon.<br><br>For more information, see this model description page on Meta: https://meta.wikimedia.org/wiki/Research:Language-Agnostic_Topic_Classification/Outlink_model_performance<br>Additional, a 1% sample file is provided for easier exploration. The sampling was done by Wikidata ID so if e.g., Q800612 (Canfranc International railway station) was sampled in, then all 16 language versions of the article would be included. It includes 201,196 Wikidata IDs which led to 340,290 articles.<br>
DOI: 10.6084/m9.figshare.14761854.v1
title: Supplementary Material for: Transdiagnostic versus Diagnosis-Specific Group Cognitive Behavioral Therapy for Anxiety Disorders and Depression: A Randomized Controlled Trial

description: <b><i>Introduction:</i></b> The Unified Protocol for Transdiagnostic Treatment of Emotional Disorders (UP) delivered in a group format could facilitate the implementation of evidence-based psychological treatments. <b><i>Objective:</i></b> This study compared the efficacy of group UP and diagnosis-specific cognitive behavioral therapy (dCBT) for anxiety and depression in outpatient mental health services. <b><i>Methods:</i></b> In this pragmatic, multi-center, single-blinded, non-inferiority, randomized controlled trial (RCT), we assigned 291 patients with major depressive disorder, social anxiety disorder, panic disorder, or agoraphobia to 14 weekly sessions in mixed-diagnosis UP or single-diagnosis dCBT groups. The primary test was non-inferiority, using a priori criteria, on the World Health Organisation 5 Well-Being Index (WHO-5) at the end of the treatment. Secondary outcomes were functioning and symptoms. We assessed outcomes at baseline, end-of-treatment, and at a 6-month follow-up. A modified per-protocol analysis was performed. <b><i>Results:</i></b> At end-of-treatment, WHO-5 mean scores for patients in UP (<i>n</i> = 148) were non-inferior to those of patients in dCBT (<i>n</i> = 143; mean difference –2.94; 95% CI –8.10 to 2.21). Results were inconclusive for the WHO-5 at the 6-month follow-up. Results for secondary outcomes were non-inferior at end-of-treatment and the 6-month follow-up. Client satisfaction and rates of attrition, response, remission, and deterioration were similar across conditions. <b><i>Conclusions:</i></b> This RCT demonstrated non-inferior acute-phase outcomes of group-delivered UP compared with dCBT for major depressive disorder, social anxiety disorder, panic disorder, and agoraphobia in outpatient mental health services. The long-term effects of UP on well-being need further investigation. If study findings are replicated, UP should be considered a viable alternative to dCBT for common anxiety disorders and depression in outpatient mental health services.
DOI: 10.6084/m9.figshare.7516490.v1
title: Micro-motion Recognition of Spatial Cone Target Based on ISAR Image Sequences

description: ABSTRACT The accurate micro-motions recognition of spatial cone target is the foundation of the characteristic parameter acquisition. For this reason, a micro-motion recognition method based on the distinguishing characteristics extracted from the Inverse Synthetic Aperture Radar (ISAR) sequences is proposed in this paper. The projection trajectory formula of cone node strong scattering source and cone bottom sliptype strong scattering sources, which are located on the spatial cone target, are deduced under three micro-motion types including nutation, precession, and spinning, and the correctness is verified by the electromagnetic simulation. By comparison, differences are found among the projection of the scattering sources with different micro-motions, the coordinate information of the scattering sources in the Inverse Synthetic Aperture Radar sequences is extracted by the CLEAN algorithm, and the spinning is recognized by setting the threshold value of Doppler. The double observation points Interacting Multiple Model Kalman Filter is used to separate the scattering sources projection of the nutation target or precession target, and the cross point number of each scattering source’s projection track is used to classify the nutation or precession. Finally, the electromagnetic simulation data are used to verify the effectiveness of the micro-motion recognition method.
DOI: 10.1184/r1/14981121.v3
title: Data Collected for A Review of Decision Making Under Deep Uncertainty Applications using Green Infrastructure for Flood Management

description: The data in these CSVs were collected from publications identified up to January 2022 from the Web of Science and Google Scholar databases, supplemented by the database of RAND publications, using the following search parameters: flood OR flood management OR stormwater/storm water AND (“robust decision making” OR “adapt* pathway*” OR “decision scaling”).
DOI: 10.6084/m9.figshare.21803928.v1
title: Table 1: Individual metadata for all participating individuals

description: Individual metadata for all participating individuals
DOI: 10.6084/m9.figshare.7897535.v1
title: gVCF_HG03235

description: 1000 Genomes gVCF mapped to hs37d5 for HG03235. Complete collection: https://doi.org/10.6084/m9.figshare.c.4414307
DOI: 10.17632/9szpfjyssp
title: Visual perceptual learning of mammographic lesions

description: Human subjects (n = 72, college-age) without any medical experience were trained to detect different types of mammographic lesions indicative of breast cancer (calcification lesion, distortion lesion) among normal mammograms. The content of feedback about response accuracy after each trial of training was varied between different subject groups. Specifically, subjects either received detailed feedback, or partial feedback, or no feedback about response accuracy after each trial of training. There was a total of n = 12 subjects for each combination of trained lesion (calcification, distortion) and content of response feedback (detailed, partial, none). Subjects completed a pretest, three training sessions and a posttest. Furthermore, a subset of trained subjects was available for a retest conducted six months after the posttest. Each session was conducted on a separate day. The results show that learning from pretest to posttest occurred for both types of lesions with detailed feedback during training. Learning also occurred for calcification lesions with partial feedback. Learning for both types of lesions was retained during the retest with detailed feedback during training.
DOI: 10.6084/m9.figshare.11888115.v2
title: A database of battery materials auto-generated using ChemDataExtractor

description: Battery materials database comprising chemical and property data whereby there are up to five properties per chemical: capacity, conductivity, voltage, energy Coulombic efficiency.<br>The data are given in the .zip file.<br>The data extraction code used to generate them are given in the batterydatabaseextractioncode .zip file.<br>The Battery Database GUI Installer is given as an executable.
DOI: 10.6084/m9.figshare.12698012.v2
title: Antidepressants‌ ‌act‌ ‌by‌ ‌directly‌ ‌binding‌ ‌to‌ ‌TRKB‌ ‌neurotrophin‌ ‌receptors‌ ‌

description: repository for experimental data of bioRxiv: 757989
DOI: 10.17632/jg3ft86cc4
title: A dataset of particulate matters measurements from a network of mobile and fixed sensors and monitoring stations in Rouen (France)

description: Data was collected by ATMO Normandie comprising mobile and fixed measurements of particulate matters (PM) collected by means of low-cost sensors and monitoring stations. Data were collected in Rouen, France, over a 42-day period, from October 25, 2023 to December 6, 2023. This dataset consists of measurements made by three types of devices:
- 3 monitoring stations. Two are urban traffic ones (named QDP, SUD3) and one (named JUS) is an urban background. Measurements are made every 15 minutes.
- 22 AirSensEUR low-cost sensors located on traffic lights. Their measurements are made every minute. 
- 2 mobile low-cost sensors, of brand ATMOTrack. Sensors are located on public buses, and measurement are made every 10 seconds. 
The dataset consists of 70 .csv files, that can be divided into 4 groups. 
First, the table ‘coordinates.csv’ describe the coordinates of all fixed devices (the three monitoring stations and twenty-two AirSensEUR sensors). It is organized into three columns, namely ‘name’, ‘longitude’ and ‘latitude’, with longitude and latitude expressed in standard WGS84 system. 
Secondly, the file ‘reference_measures.csv’ address every measurement collected by a monitoring station. It consists of 7 columns. The first one, ‘time’, indicates the moment of measurement (format UTC±00:00:00), then each column is named as follows ‘AAA_T_PXX’ with ‘AAA’ the name of the station (SUD3, QDP or JUS), ‘T’ the brand of the station (‘T’ for TEOM, ‘B’ for BAM and ‘F’ for FIDAS) and XX the size of particulate matters. Indeed, PM10 correspond to particulate matter with diameter under 10 µm while PM2.5 have a diameter of less than 2.5 µm. Those columns contain PM measurements in µg/m3.
The third type of document is for measurements from AirSensEUR sensors. Those files are named ‘ASEXX_YY.csv’, with ‘XX’ going from 4 to 13 (first wave of deployment) and from 40 to 53, 
with exception of 47 and 51 (second wave of deployment) and ‘YY’ being PM, GAS or MTO. Since there are 22 sensors, there are 66 of these files. Each one contains the column ‘date’ for the time of measurement (format UTC±00:00:00). PM files also contain columns ‘PM10’ and ‘PM2.5’ for particulate matters measurement in µg/m3. GAS contains the column ‘date’ and measurements of pollutants in columns ‘NO’, ‘NO2’, ‘Ox’, ‘CO’. Those four parameters are measured in µV. Finally, files labels ‘MTO’ contains the column ‘date’, ‘T’ for temperature in °C, ‘HR’ for relative humidity in % and PA for atmospheric pressure in hPa. 
Finally, the dataset is completed by two .csv files, named ‘ATM1.csv’ and ‘ATM2.csv’, each one dedicated to an ATMOTrack mobile sensor. Files contain the time of measurement (column ‘time’, format UTC±00:00:00), the coordinates of the sensor at that time (‘longitude’ and ‘latitude’ in standard WGS84 system), and measurements of PM2.5 (column ‘pm25’) and PM10 (column ‘pm10’) in µg/m3. Sensors also provide bus speed in km/h.
DOI: 10.17632/s4vh6rfwxx
title: XRD raw data

description: XRD of the milled and quenched sample
DOI: 10.6084/m9.figshare.23803048.v1
title: Additional file 1 of Identification of crucial genes related to heart failure based on GEO database

description: Additional File Table 1: The list of up-regulated and down-regulated DEGs
DOI: 10.6084/m9.figshare.96777.v1
title: Whiteboards of a former GSK building

description: I was on an architectural tour of a closed GSK building and took pictures of whiteboards - these reveal interesting insghts into status circa 2011. there are also a couple of pieces of whiteboard art for humor value.
DOI: 10.6084/m9.figshare.25348171.v1
title: 2015_2019Northeast_Forest_ Survey_Sample_Summary_raw_data_up.csv

description: Raw data for the manuscript "<b>Forest carbon stocks increase with higher dominance of ectomycorrhizal trees</b>".
DOI: 10.26181/26410837.v1
title: Sandy et al., C.gouldii FGM Dataset

description: Validation of a faecal glucocorticoid metaoblite assay and normative patterns of faecal glucocorticoid metabolites in the Gould’s wattled bat (<i>Chalinolobus gouldii</i>).
DOI: 10.6084/m9.figshare.28816499.v2
title: <i>Actinidia</i> genomes

description: <i>Actinidia</i> genomes in one files for NLR-enrichment probe design purposes.
DOI: 10.17632/nkpmdtdkfw
title: XRD & XRF raw data

description: In this data base you will find the original data used to construct the XRD patterns and the XRF spectra, both graphs were created in OriginPro 2019b software.
DOI: 10.6084/m9.figshare.26820745.v4
title: <b>Mediating role of Social Support and Self-efficiency on Academic stress and Student’s Psychological well-being among Public and Private Universities in Mogadishu -Somalia.</b>

description: The study explored how social support and self-efficacy influence the relationship between academic stress and the psychological well-being of university students. It examines whether having a strong support system and confidence in one's abilities can mitigate the negative effects of academic stress, ultimately contributing to better psychological well-being. The study focuses on students from both public and private universities in Mogadishu, Somalia, providing insights into how these factors interact within this specific context.
DOI: 10.6084/m9.figshare.27290361.v2
title: Haplotype resolved T2T genome assembly of pear cultivar Danxiahong

description: Pear (Pyrus L) is one of the most important fruit crops worldwide with great economic value and potential healthy benefit. ‘Danxiahong’ is an elite pear cultivar in north of China with red flushed fruit skin and excellent inner quality. PacBio HiFi long reads, Hi-C reads and second-generation sequencing data were applied for the assembly of the ‘Danxiahong’ genome, and two telomere-to-telomere gap-free and haplotype-resolved pear genomes were assembled, with the sizes of 495.37 Mb and 501.60 Mb, and contig N50 of 29.87 Mb and 29.32 Mb. About 62.50% and 62.76% repeat sequence were mapped to the 17 chromosomes for each haplotype. Gene annotations revealed 39,936 genes for hap1 and 39,707 genes for hap2 were identified, respectively. The haplotype-resolved genome of ‘Danxiahong’ significantly contributes to the investigation of genes and molecular mechanisms associated with fruit quality, as well as helpful for the Multi-Omics analysis, including comparative genomics, transcriptomics, proteomics and allelic expression research.