cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.27613464.v1
title: <b>Probing SARS-CoV-2 Membrane Binding Peptide via Single-Molecule AFM-based Force Spectroscopy</b>

description: The files provided here contain the raw Atomic Force Microscopy (AFM) data underlying the force measurements recorded in our study on SARS-CoV-2 spike protein membrane interactions. This study, titled <i>“The SARS-CoV-2 spike protein’s membrane-binding domain bridges the viral and host cell membrane, a critical step in triggering membrane fusion,”</i> investigates the binding dynamics of the SARS-CoV-2 spike protein with host cell membranes. Specifically, we focused on a membrane-binding peptide (MBP) near the TMPRSS2 cleavage site, examining both primed (TMPRSS2-cleaved) and unprimed states, as well as the effects of a conserved disulfide bridge on membrane stability and binding affinity. The data presented here are crucial in demonstrating the MBP’s preferential association with cholesterol-rich membranes and the stabilizing role of the disulfide bridge in membrane interactions.
DOI: 10.6084/m9.figshare.715262.v2
title: Dog movie stars and dog breed popularity (data)

description: The moviesAnalyzed.csv file is a comma-separatede-value file with the<br>data used in Ghirlanda S, Acerbi A, Herzog H, "Dog movie stars and dog<br>breed popularity," currently under review at Proceedings of the Royal<br>Society of Lomdon, B. The columns in the file have the meaning given below. When a piece of<br>information was not found or cannot be computed, it is given as NA<br>(see paper for possible reasons). The quantities before[n], after[n], and effect[n] are calculated as<br>given in the paper. ------------------------------------------------------------------------ dog: name of the dog actor breed: the portrayed dog's breed year: the year of movie release title: the movie title earnings1: movie earnings during the opening weekend (in 2012 USD) earnings: total movie earnings (in 2012 USD) disney: whether the movies has been produced by the Walt Disney Company before[n]: the n-year popularity trend of the considered breed before<br>movie release after[n]: the n-year popularity trend of the considered breed after<br>movie release popularity[n]: average number of registrations for the considered<br>breed in the 2n+1 years around movie release (between n years before<br>and n years after) effect[n]: the n-year effect of the movie on the breed's popularity trend excess[n]: registrations of the considered breed attributable to movie<br>release (actual registrations over the n years after movie release<br>minus registrations predicted based on the trend observed n years<br>before movie release) viewers: estimated number of people who saw the movie viewers1: estimated number of people who saw the movie over its<br>opening weekend
DOI: 10.6084/m9.figshare.28882643.v1
title: Darter Enzymatic Activity

description: <br>This study focuses on understanding the effect of a temperature profileon enzyme activity in the heart, brain, and muscle tissues of Johnny,Fantail and Rainbow darter fish (JD, FTD, RBD; Etheostoma) to determinewhether energetic enzymes are a potential limiting factor in thermaltolerance.
DOI: 10.15468/dl.p8vrkj
title: Occurrence Download

description: A dataset containing 186 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "TaxonKey is Gnetum nodiflorum Brongn."
 ]
}

 The dataset includes 186 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012995-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.12917747.v1
title: Supplementary Material for: Comprehensive Immuno-Molecular Profiles for Liposarcoma: Roles of Programmed Death Ligand 1, Microsatellite Instability, and PIK3CA

description: <b><i>Background:</i></b> Developing personalized strategies for cancer has shown good efficacies. <b><i>Methods:</i></b> We assessed the molecular targets programmed death ligand 1 (PD-L1), microsatellite instability (MSI), and <i>PIK3CA</i>. Seventy-four patients with liposarcomas who underwent curative resection were assessed for PD-L1 expression in the tumor and tumor-infiltrating lymphocytes (TILs), mismatch repair proteins (MLH1, PMS2, MSH2, and MSH6) by immunohistochemistry, MSI using polymerase chain reaction, and <i>PIK3CA</i> mutation/amplification using pyrosequencing and fluorescence in situ hybridization. <b><i>Results:</i></b> Seventeen (23%) cases were TIL<sup>+</sup> (≥1 + expression) and associated with longer 5-year overall survival than those with TIL<sup>–</sup> tumors (84.4 vs. 60.8%, <i>p</i> = 0.007). Six (35.3%) PD-L1<sup>+</sup> tumors were detected only in TIL<sup>+</sup> cases, with none detected in tumor cells. Two well-differentiated liposarcomas showed MSI, one low and one high with concurrent loss of MLH1, MSH6, and PMS2. <i>PIK3CA</i> mutation was detected in 7 (9.5%) [exon 9 (<i>n</i> = 4) and exon 20 (<i>n</i> = 3)] and only 1 Q546K mutation was a PD-L1<sup>+</sup> tumor. <i>PIK3CA</i> copy number gain was detected in 18 (24.4%) and was associated with TIL<sup>+</sup> tumors (<i>p</i> = 0.045). <b><i>Conclusions:</i></b> Our comprehensive immuno-molecular panel suggests that liposarcoma should be categorized based on the molecular genomic subtype for precision medicine.
DOI: 10.6084/m9.figshare.14543997.v1
title: Render Matrix, Dichromatic Observer

description: The pre-computed render matrix (i.e., likelihood function). It describes the linear transformation between linear RGB pixel values and the average cone isomerization for a 1-deg foveal mosaic of a <b>deuteranopia</b> human observer.
DOI: 10.6084/m9.figshare.26347669.v6
title: Data and code from: Biodiversity change under human depopulation in Japan

description: All data and R script archived here were used for analyses in "Biodiversity loss under human depopulation in wooded, agricultural, and peri-urban landscapes".
DOI: 10.17632/gjwykzg47v
title: Data on Vietnamese university lecturers' teaching skills utilizing the TPACK framework

description: The dataset pertained to the teaching practices of Vietnamese university lecturers and was created based on components of the TPACK model. The questionnaire was constructed based on the model proposed by Mishra and Koehler (2006). It was distributed via online platforms. The duration of data collecting spans three weeks, specifically from February 6th to February 24th, 2024. The study was carried out with the snowball sampling technique, involving a total of 503 participants. The article examined the 461 remaining records after excluding 41 invalid ones. University educators can utilize the dataset to improve their own professional development plan, aid higher education institutions by designing plans and training programs, educate teaching staff, and assist educational administrators and policymakers in developing policies that promote the integration of technology in teaching, thus enhancing the quality of education.
DOI: 10.17632/jmswtsn5md
title: Rice B2 and B3 subgroup RAF kinases play central roles in both ABA and osmotic stress signaling

description: Protein kinases in the mitogen-activated protein kinase kinase kinase (MAPKKK) supper family are known to be central actors in orchestrating cell differentiation, growth, and responses to extracellular stimuli in eukaryotes. However, the rice (Oryza sativa L.) MAPKKKs, especially the RAF subgroup ones have rarely been studied yet. In this study, we generated high-order mutants of B1, B2, and B3 RAF subgroup MAPKKKs. The resulting raf-b2, raf-b3q, and raf-b2/3q mutants are hyposensitive to ABA but show dramatic sensitivity to various osmotic stresses. The raf-b1 mutant only shows reduced growth but responds to ABA and osmotic stress normally. The rice B2 and B3 RAFs could phosphorylate SAPKs and rescue the ABA-induced expression of RD29B-LUC in mesophyll protoplasts of Arabidopsis OK100-nonu mutant. In the rice raf-b2/3q, the ABA-triggered activation of SAPKs is largely impaired, and the expression of stress-response genes is decreased compared to that in the wild type. We also compared the ABA and osmotic stress phenotypes among B2/3 RAF mutants in Arabidopsis, P. patens, and rice. Our study reveals a crucial role of B2 and B3 subgroup MAPKKKs in ABA signaling and osmotic stresses and sheds light on the functional divergence of RAF-SAPK cascade in environmental stress responses in different plant species.
DOI: 10.17632/sgrjxszrr8
title: Supplemental Material for "Adverse pregnancy and maternal outcomes in women with hidradenitis suppurativa"

description: Supplementary material for the article titled "Adverse pregnancy and maternal outcomes in women with hidradenitis suppurativa" by Laura Fitzpatrick, Jennifer Hsiao, Rachel Tannenbaum, Andrew Strunk, and Amit Garg
DOI: 10.6084/m9.figshare.11302385.v1
title: WAC: A Corpus of Wikipedia Conversations for Online Abuse Detection

description: Figures used in "WAC: A Corpus of Wikipedia Conversations for Online Abuse Detection".https://www.aclweb.org/anthology/2020.lrec-1.173/<br>
DOI: 10.6084/m9.figshare.11762217.v2
title: DLBC.somatic.mutations.txt

description: Somatic mutations in 48 lymphoma cases
DOI: 10.6084/m9.figshare.6459245.v3
title: A_thaliana-ShootApex.svg

description: Longitudinal and transverse cross-section of the shoot apex in 7-day-old Arabidopsis thaliana grown under full light. Partitioned for different zones.
DOI: 10.17632/hxsnvwty3r
title: MangoLeafBD Dataset

description: Type of data:	                        240x320 mango leaf images.
Data format:	                        JPG.
Number of images:	        4000 images. Of these, around 1800 are of distinct leaves, and the rest are prepared by zooming and rotating where 
                                                deemed necessary.
Diseases considered:	        Seven diseases, namely Anthracnose, Bacterial Canker, Cutting Weevil, Die Back, Gall Midge, Powdery Mildew, and Sooty 
                                                Mould.
Number of classes:	                Eight (including the healthy category).
Distribution of instances:	Each of the eight categories contains 500 images.
How data are acquired:	        Captured from mango trees through the mobile phone camera.
Data source locations:	        Four mango orchards of Bangladesh, namely Sher-e-Bangla Agricultural University orchard, Jahangir Nagar University 
                                                orchard, Udaypur village mango orchard, and Itakhola village mango orchard.
Where applicable:	                Suitable for distinguishing healthy and diseases leaves (two-class prediction) as well as for differentiating among various 
                                                diseases (multi-class prediction).
DOI: 10.6084/m9.figshare.17211968.v1
title: List of accidental epiphytes in Europe (Open Research)

description: List of species observed as accidental epiphytes in Europe with lifespan, location of observation, and reference<br>
DOI: 10.17632/jc2tmnfk4b
title: Bioclimatic Prosthesis 01: Experimental dataset for a Low-cost Trombe wall to existing social housing refurbishment for two cities in the south of Chile. 

description: This dataset is part of the research article entitled “Design and experimental study of a low-cost prefab Trombe Wall to improve indoor temperatures in social housing in the Biobío Region in Chile,” Ref. No.:  SE-D-19-03183, submitted to Solar Energy journal. Specifically, the dataset presented is centered in experimental results for a 1-year monitoring campaign for an adaptable and low-cost prefabricated Trombe Wall (TW) with a vertical storage system. The tests also included periods for mobile insulation during winter nights and external shading during summer effects on Thermal performance. 
Measuring was done using temperature sensors and compared to a similar test cell situated on the same site but without the solar passive component. The experiment was done in 2 different microclimates, consequently results from a coastal city (Coronel) and the interior valley (Chillan), were collected.  Mediterranean temperate Csb(i) and Mediterranean (Csb), respectively, according to the Köppen climate classification.
In every city, two test cells were built, designed to represent the most used area of a social housing unit in combination with the most widely used type of window in north façades in the region. One of them was installed exactly like a social housing with the typical window to north facade, and in the other one, a low-cost Trombe wall was installed. Five temperature sensors were installed in the module with the BP_01(Bioclimatic Prosthesis 01); tree sensors were integrated on a vertical column(Sensors 1,2, and 3) to measure stratification degrees on the house. Another one on the opposite side of the space(Sensor 4) and the last one inside the Trombe wall(Sensor 5).
Electronic Temperature Sensors with Measurement error 1°C and a 0.1ºC resolution were used. The monitoring states (scenarios) and data collection were 6 for Coronel and 4 for Chillán. Including the first period with closed vent holes, secondly, open vent holes, and gradually adding more features as night shutters with insulation on Winter and an auxiliary fan, also a summer scenario with an external specially designed shadowing.
Observing all these measurements, the thermal efficiency of the TW was monitored and analyzed by the very first time in Chile, also the potential effectiveness of seasonal variations to improve winter and summer performances.
DOI: 10.17632/svx74xcrjr
title: A public dataset of overground walking kinetics and full-body kinematics in healthy adult individuals

description: The dataset comprises raw kinetic and full-body kinematic data (both in .c3d and .tsv) of 57 healthy subjects (29 females, 28 males; M age: 23.1 years, SD 2.7; M body height: 1.74 m, SD 0.10; M body mass: 67.9 kg, SD 11.3; M body mass index: 22.2 kg/m², SD 2.0) during overground walking. All subjects were without gait pathology and free of lower extremity pain or injuries. The .c3d files are named in the following format: S{subject_id}_{trial number}_{static/gait}.c3d. Separate text files were generated for the kinematic marker trajetories {.tsv} and kinetic force signals of the first {_f_1.tsv} and second {_f_2.tsv} force plate. When using (any part) of this dataset, please cite this dataset and the original article: Horst, F., Lapuschkin, S., Samek, W., Müller, K.-R., & Schöllhorn, W. I. (2019). A public dataset of overground walking kinetics and full-body kinematics in healthy individuals. Mendeley Data, v2. http://dx.doi.org/10.17632/svx74xcrjr.2 Horst, F., Lapuschkin, S., Samek, W., Müller, K.-R., & Schöllhorn, W. I. (2019). Explaining the unique nature of individual gait patterns with deep learning. Scientific Reports, 9, 2391. https://doi.org/10.1038/s41598-019-38748-8 Please feel free to send us your technical questions, requests and bug reports by email: horst@uni-mainz.de
DOI: 10.17632/gxd9gxxb2d
title: Latvian Real Estate Announcements Monitoring in 2023

description: This data set represents real estate market announcements monitoring data in Latvia in 2023. The data was collected from online ads site ss.com. The database contains 209,9 thousand ads and consists of 24 groups of data (type of deal, price, characteristics and address of real estate, etc.). The data reflects the dynamics of price changes by months (at the beginning of the month) in 2023. Monitoring continued in 2023 was started in 2018. In 2023 the new impuls of data application was found. It is associated with the possibility of planning the urban environment taking into account the transition of transport to environment friendly fuel types.
DOI: 10.6084/m9.figshare.7653818.v1
title: A new journal ranking method: the reputation analysis of citation behavior model

description: The raw data are divided into two parts: one is the ten year citation data of the top journal (D1.rar), and the other is the citation data of the ten selected journals (D2.rar). These raw data are downloaded from Web of Science. The remaining data include the matrix after the word frequency extraction of top journal (D3.rar), the preprocessing results of top journal data (D4.xlsx), the matrix after the word frequency extraction of ten journals (D5. rar), the JR and IF of ten journals (D6.xlsx), the ACR values of ten journals (D7.xlsx), the CDI and ACR of ten journals (D8.xlsx), RCR values under different p values (D9.xlsx), the inter-citation data of ten journals (D10.xlsx), and the ranking results of various ranking methods (D11.xlsx).
DOI: 10.17632/83dcg6ypp4
title: Speciation in protists: Spatial and ecological divergence processes cause rapid species diversification in a freshwater chrysophyte: Supplementary datasets

description: Multiple alignments of the ITS rDNA, psaA, coxI, rbcL and SSU rDNA loci sequences built either manually in MEGA6 or using MAFFT v6, applying the Q-INS-i strategy. Positions included in subsequent evolutionary analyses are indicated by mask.
DOI: 10.17632/dhyns2xhpy
title: Dataset of "A comparative analysis of mathematical methods for detecting lactate thresholds using muscle oxygenation data during a graded cycling test. "

description: Dataset of the article published in Physiological Measurement, titled "A comparative analysis of mathematical methods for detecting lactate thresholds using muscle oxygenation data during a graded cycling test. ". This dataset includes the values of muscle oxygen saturation and lactate during an incremental cycling test.
DOI: 10.17632/rx5hgt9wmf
title: Data for: Complexity in neuropsychological assessment of cognitive impairment. A network analysis approach.

description: Raw data from the paper "Complexity in neuropsychological assessment of cognitive impairment. A network analysis approach" by Tosi, Borsani, Castiglioni, Daini, Franceschi and Romano. The file includes all the raw scores of the neuropsychological assessments.
DOI: 10.17632/t99ym3b7jx
title: Replication Code and Pseudo Dataset for "Monetary Tightening and U.S. Bank Fragility in 2023: Mark-to-Market Losses and Uninsured Depositor Runs?"

description: Replication Code and Pseudo Dataset for "Monetary Tightening and U.S. Bank Fragility in 2023: Mark-to-Market Losses and Uninsured Depositor Runs?"
DOI: 10.6084/m9.figshare.16446393.v4
title: 8-day SIF at 0.05 degree

description: Satellite-retrieved solar-induced chlorophyll fluorescence (SIF) can be a valuable proxy for photosynthesis. TROPOspheric Monitoring Instrument (TROPOMI) on the Copernicus Sentinel-5P mission enables significant improvements in measuring SIF, but the short temporal coverage of the data records has limited its applications in long-term studies. This dataset uses machine learning to reconstruct TROPOMI SIF (RTSIF) for 2001-2020 with a spatial resolution of 0.05° and a temporal resolution of 8 days. Our machine learning model has high accuracy on the training and testing data (R<sup>2</sup> = 0.907, regression slope = 1.001). The RTSIF dataset is in good agreement with the original TROPOMI SIF, and its accuracy is further validated against tower-based SIF. The RTSIF dataset is also compared with other satellite-derived SIF (GOME-2 SIF and OCO-2 SIF). Comparing RTSIF with Gross Primary Production (GPP) illustrates the potential of RTSIF for estimating carbon fluxes. We anticipate that this new dataset will be valuable in assessing long-term terrestrial photosynthesis and constraining the global carbon budget and associated water fluxes.
DOI: 10.6084/m9.figshare.26000254.v1
title: <b>soft budgetary constraint</b>

description: <b>How can supply chain finance overcome the soft budgetary constraint: Based on the threshold effect analysis of Chinese listed companies</b>
DOI: 10.17632/8zkcpnmxch
title: Visual search experiment of instrument features on the roller machine interface

description: The purpose of this experiment is to study the impact of different instrument features on visual search performance. A 3×2×3 factorial design was used, considering instrument shape, scale type, and Arabic numerals, to facilitate effective visual search within a short time. The data represents the average values of task completion time and accuracy for three groups of 10 participants each.
DOI: 10.17632/mhrh7d7hhr
title: Data for: Using machine learning to quantify the impacts of genetically modified crops on US Midwest corn yields

description: This repository contains the R scripts and data necessary to recreate the accompanying analysis.
DOI: 10.17632/wn68x9hrk3
title: Psoriasis CKD ACEI/ARB/SGLT2I Supplemental Table 1

description: Supplemental Table 1. Baseline characteristics of the psoriasis cohort and non-psoriasis (control) cohort before and after propensity score matching (PSM). Bold standard difference (std diff) indicates std diff &gt; 0.1. A std diff &lt; 0.1 was deemed satisfactory matching.
DOI: 10.6084/m9.figshare.12970931.v2
title: ERA-FIVE Surge Reconstruction

description: A daily maximum storm surge reconstruction for 841 tide gauge locations around the globe. The surge reconstruction is based on the ERA-FIVE atmospheric reanalysis product
DOI: 10.17632/d8vtmccsxs
title: Assessment of hair loss and skin changes during treatment in Asian breast cancer patients: A prospective cohort study 

description: Supplementary Figure 1. Flow diagram of the assessment of hair loss and skin changes in the adjuvant treatment group

Supplementary Figure 2. Flow diagram of the assessment of hair loss and skin changes in the neoadjuvant treatment group

Supplementary Figure 3. The alopecia scoring system

Supplementary Figure 4. Measurement of the volume of wrinkles in the crow's feet area using Antera 3D image capture system® (Miravex, Ireland) 

Supplementary Figure 5. Study enrolment flow chart 

Supplementary Table 1. β Coefficient of the Difference Between the 1st and 2nd visit measurements according to the adjuvant and neoadjuvant treatment regimens 

Supplementary Table 2. β coefficient of the 1st visit measurements according to the adjuvant and neoadjuvant treatment regimens
DOI: 10.17632/bgz3xf4br4
title: Awarness Sustainable Tourism

description: The global tourism industry faces increasing environmental, economic, and social challenges, making sustainability a critical priority. As young people represent a significant segment of global travelers, understanding their awareness and attitudes toward sustainable tourism is essential for fostering responsible tourism behaviors (Ketter, 2020; UNWTO, 2019). However, despite the growing emphasis on sustainability, there remains a gap in research exploring how youth perceptions translate into concrete actions. This study addresses this gap by examining the key factors that shape young people's awareness of sustainable tourism and their implications for education and policy development.
Using a Structural Equation Modeling (PLS-SEM) approach, this study analyzes survey data to assess constructs such as environmental awareness, economic and social impacts, and behavioral intentions toward sustainability. PLS-SEM was chosen for its ability to model complex interdependencies among latent variables, offering robust insights into the drivers of sustainable tourism awareness (Sarstedt et al., 2022). The findings reveal significant relationships between young people's knowledge of sustainable practices and their attitudes toward responsible tourism, highlighting the role of education in shaping pro-environmental behaviors (Choi & Sirakaya, 2005; UNESCO, 2016) 
This research contributes to the broader discourse on sustainability by providing empirical evidence on the importance of multidimensional awareness in tourism. 
By identifying the key drivers of sustainable tourism awareness, this study offers actionable recommendations for integrating sustainability concepts into tourism curricula, guiding policymakers, educators, and industry stakeholders in promoting long-term responsible tourism practices (Goodwin, 2017).