cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.1121695.v1
title: Catalytic Enantioselective Synthesis of Indanes via Cation-Directed 5-Endo-Trig Cyclization

description: Supporting DFT Structures (PDB formatted) for “Catalytic Enantioselective Synthesis of Indanes via Cation-Directed 5-Endo-Trig Cyclization” Nature Chemistry (2015) doi:10.1038/nchem.2150 Craig P. Johnston, Abhishek Kothari, Tetiana Sergeieva, Sergiy I. Okovytyy, Kelvin E. Jackson, Robert S. Paton & Martin D. Smith <br> Abstract: 5-<em>Endo</em>-<em>trig</em> cyclizations are generally considered to be kinetically unfavourable, as described by Baldwin's rules. Consequently, observation of this mode of reaction under kinetic control is rare. This is usually ascribed to challenges in achieving appropriate approach trajectories for orbital overlap in the transition state. Here, we describe a highly enantio- and diastereoselective route to complex indanes bearing all-carbon quaternary stereogenic centres via a 5-<em>endo</em>-<em>trig</em> cyclization catalysed by a chiral ammonium salt. Through computation, the preference for the formally disfavoured 5-<em>endo</em>-<em>trig</em>Michael reaction over the formally favoured 5-<em>exo</em>-<em>trig</em> Dieckmann reaction is shown to result from thermodynamic contributions to the innate selectivity of the nucleophilic group, which outweigh the importance of the approach trajectory as embodied by Baldwin's rules. Our experimental and theoretical findings demonstrate that geometric and stereoelectronic constraints may not be decisive in the observed outcome of irreversible ring-closing reactions.
DOI: 10.6084/m9.figshare.25755999.v2
title: Genome assembly of the giant grouper（<i>Epinephelus lanceolatus</i>)

description: This study demonstrates the seamless assembly of the giant grouper genome
DOI: 10.17632/83gg6jt8s9
title: Data for: Servitization: A contemporary thematic review of four major research streams

description: Servitization: A contemporary thematic review of four major research streams Web appendix Relevant literature was identified through undertaking a keyword search, based on the research team’s knowledge of the topic (Transfield et al., 2003). The following terms were used: ‘after-sales services’, ‘industrial services’, ‘product-related services’, ‘product-service system’, ‘servitization’, ‘servitisation’ ‘servicification’, ‘service infusion’, ‘solutions’ and ‘transition from product to services.’ To conduct the search, the Scopus database was used, using title, abstract and keyword fields, searching the ‘Business, Management & Accounting’ subject area. Transfield et al. (2003) note the importance of only including work that meets all the inclusion criteria and which manifests none of the exclusion criteria. For this study, four criteria were applied. First, research fully published between January 2005 and December 2017 (inclusive) was selected to ensure that the review was both contemporary and comprehensive, since it is within this period that most papers have been published (Baines et al., 2017). Second, papers were selected in journals which were in the Academic Journal Guide (AJG) , thereby excluding journals from other disciplines and books/conference papers. Third, papers were published in journals ranked at least 2* by the AJG to ensure that only work that met a high quality threshold was included (according to the AJG, journals ranked 2* and above publish original research). Fourth, papers were selected that focused on manufacturers’ services and solutions, as the term ‘solution’, in particular, is sometimes used in other contexts. 272 papers provisionally met these search criteria and were retrieved, and two of the research team then read the abstracts of these papers. As Transfield et al. (2003) find, decisions regarding inclusion and exclusion remain relatively subjective and when an abstract was ambiguous (in terms of what the paper was about), the full paper was read by the research team members and a decision made about whether it should be included. This was particularly the case for the fourth criterion; that is, whether papers about ‘solutions’ were concerning this topic, or some other aspect of manufacturing. At this point, 65 papers were removed due to little focus on the core topic. The authors reviewed the list of papers from this search to ensure its completeness, and through a snowballing approach (Greenhalgh and Peacock, 2005), considered other papers in the original sample’s references and subsequent papers that referenced the original sample’s papers. Using Google Scholar, 12 additional papers were added to the final list at this point; eight through backward and four through forward snowballing. In total, 219 papers met all the criteria for inclusion in the review.
DOI: 10.6084/m9.figshare.12667977.v1
title: Additional file 7 of Genome-wide characterization of copy number variations in the host genome in genetic resistance to Marek’s disease using next generation sequencing

description: Additional file 7: Table S6. Lists of disease-related genes in line 63 and line 72, respectively.
DOI: 10.6084/m9.figshare.14058452.v1
title: framingham.csv

description: File for training
DOI: 10.6084/m9.figshare.16702849.v1
title: breq-3.xlsx

description: This is the raw data analyzed in the article
DOI: 10.6084/m9.figshare.21440463.v2
title: Performance_012222.mat

description: Data from the performance done on 01/22/22.
DOI: 10.6084/m9.figshare.27073486.v1
title: Table1.xlsx

description: Colorectal lateral spreading tumors (LST) are early-stage colorectal cancer (CRC) lesions linked to gut microbiota dysbiosis. However, the functional changes in gut microbiota and their metabolic pathways remain poorly understood.
DOI: 10.6084/m9.figshare.5938669.v2
title: Stabilizing ultrasmall Au clusters for enhanced photoredox catalysis

description: Recently, loading ligand-protected gold (Au) clusters as visible light photosensitizers onto various supports for photoredox catalysis has attracted considerable attention. However, the efficient control of long-term photostability of Au clusters on the metal-support interface remains challenging. Herein, we report a simple and efficient method for enhancing the photostability of glutathione-protected Au clusters (Au GSH clusters) loaded on the surface of SiO<sub>2</sub> sphere by utilizing multifunctional branched poly-ethylenimine (BPEI) as a surface charge modifying, reducing and stabilizing agent. The sequential coating of thickness controlled TiO<sub>2</sub> shells can further significantly improve the photocatalytic efficiency, while such structurally designed core-shell SiO<sub>2</sub>-Au GSH clusters-BPEI@TiO<sub>2</sub> composites maintain high photostability during longtime light illumination conditions. This joint strategy <i>via</i> interfacial modification and composition engineering provides a facile guideline for stabilizing ultrasmall Au clusters and rational design of Au clusters-based composites with improved activity toward targeting applications in photoredox catalysis.
DOI: 10.17632/9hjhh2gcg6
title: MICROPLASTIC

description: this is the data set and reference used for microplastic pollution
DOI: 10.6084/m9.figshare.27997628.v1
title: spatial transcriptomics data and scRNA-seq data of MOB

description: Multiscale data integration of spatial transcriptomics and scRNA-seq data.
DOI: 10.6084/m9.figshare.28400801.v3
title: Supplementary tables

description: <b>The supplementary tables for the study "Effects of High-Salt Intake on Glucose Metabolism, Liver Function, and the Microbiome in Rats: Influence of ACE Inhibitors and </b><b>Angiotensin II Receptor Blockers" submitted by Xiaoli Zhang et al.</b>
DOI: 10.6084/m9.figshare.6709184.v1
title: Supplementary Material for: PKD Phosphorylation as Novel Pathway of K<sub>V</sub>11.1 Regulation

description: <b><i>Background/Aims:</i></b> The voltage-gated potassium channel K<sub>V</sub>11.1 has been originally cloned from the brain and is expressed in a variety of tissues. The role of phosphorylation for channel function is a matter of debate. In this study, we aimed to elucidate the extent and role of protein kinase D mediated phosphorylation. <b><i>Methods:</i></b> We employed mass spectrometry, whole-cell patch clamp electrophysiology, confocal microscopy, site-directed mutagenesis, and western blotting. <b><i>Results:</i></b> Using brain tissue from rat and mouse, we mapped several phosphorylated K<sub>V</sub>11.1 residues by LC-MS mass spectrometry and identified protein kinase D (PKD1) as possible regulatory kinase. Co-expression of K<sub>V</sub>11.1 with PKD1 reduced current amplitudes without altering protein levels or surface expression of the channel. Based on LC-MS results from <i>in vivo</i> and HEK293 cell experiments we chose four K<sub>V</sub>11.1 mutant candidates for further functional analysis. Ablation of the putative PKD phosphorylation site in the mutant S284A increased the maximal current indicating S284 as a main PKD target in K<sub>V</sub>11.1. <b><i>Conclusions:</i></b> Our data might help mitigating a long-standing controversy in the field regarding PKC regulation of K<sub>V</sub>11.1. We propose that PKD1 mediates the PKC effects on K<sub>V</sub>11.1 and we found that PKD targets S284 in the N-terminus of the channel.
DOI: 10.6084/m9.figshare.7233734.v1
title: School based sex education.sav

description: The data was collected to assess the knowledge and attitude of students towards school based sec education in Kathmandu. A semi structured questionnaire was used. The questionnaire was divided into the following sections: 1. Socio demographic information 2. Knowledge regarding sex education 3. Attitude towards sex education 4. Prioritization of topics to be included in the curriculum 5. Source of information for sex education and 6. Age to start sex education. Each of the questions in the knowledge question had only one correct answer. The correct answer was given a score of 1 while the wrong answers were scored 0. The sum of all the questions was calculated by adding the scores of all the questions. Participants who had a score of 9 or above (i.e. 80% correct answers out of 11 questions) were regarded as having good knowledge while participants scoring less than 80% were regarded as having poor knowledge . The scale of attitude was a five point Likert Scale whose values were : 1- Strongly disagree, 2- Disagree, 3- Neither agree nor disagree, 4- Agree and 5 – Strongly Agree . The attitude score of each respondent was obtained by adding the values for each statement. The average was obtained by adding the highest and lowest score and dividing the sum by 2. The respondent who obtained the total score above the average had a positive attitude while those who obtained the total score below the average had negative attitude.Ethical approval was taken from the Institutional Review Committee of Nobel College. Approval was also taken from the Principal of the schools and informed consent was taken from the students before their participation in the study.<br>
DOI: 10.17632/3z6kpp6fvb
title: Dateset for Modelling Infiltration based on Source-Responsive Method for Improving Simulation of Rapid Subsurface Stormflow

description: This dataset used to generate figures and tables (including the supporting information) for the paper entitled "Modelling Infiltration based on Source-Responsive Method for Improving Simulation of Rapid Subsurface Stormflow".
DOI: 10.17632/y4cmrsdv9f
title: Dataset for the Identification of an Energy Harvester

description: This dataset contains the measurements of the procedure to fully characterise a novel vibration energy harvester (presented in https://doi.org/10.1016/j.apenergy.2023.120715) operating in the ultra-low-frequency range. The details of the experimental setup and fully characterization procedure can be found in: https://doi.org/10.3390/s24123813

The experimental measurements include not only the input (acceleration)–output (energy) response but also the (internal) dynamic behaviour of the system, making use of a synchronised image processing and signal acquisition system.

The result of the processed video (angular positions of the masses) and calculation of their two time derivatives by means of the Tikhonov regularization have also been included. Additionally, the calculation of the power generated in the windings has also been included.

In "Videos" folder are the recorded videos at 240fps. 
In "Measurements" folder data form each experiment can be found in different files. First column is time, second and third columns are accelerometer measurements, and the rest of the columns are the different voltages measured at each coil. 
In "Post-processed data" are the estimated angular positions (2,3,4 columns), velocities (4,5,6 columns) and accelerations (7,8,9 columns) obtained form the post-processed videos. The last column is the estimated power harvested by the device. 
The name of the file name is in line with the experiment.
DOI: 10.6084/m9.figshare.19701220.v1
title: data WS decom-share.dta

description: Dataset for the article Welfare State decommodification and population health
DOI: 10.6084/m9.figshare.24101001.v1
title: <b>Assessing nitrate groundwater hotspots in Europe reveals a severely inadequate designation of Nitrate Vulnerable Zones</b>

description: Supplementary data for "<b>Assessing nitrate groundwater hotspots in Europe reveals a severely inadequate designation of Nitrate Vulnerable Zones</b>"<br>Predictors.rar: (post-processed) annual predictors for 1961-2019 [Format: raster]RF_dataset_2000_2019.rar: dataset with the monitoring stations across Europe + predictors [Format: Rds file]RF_model.rar: contains different data formats of (i) decadal metrics (1992-2003, 2004-2019, 1992-2019) including mann-kendal test [Format: csv], (ii) hypertuned RF model with each iteration (hyperparameters and RMSE) [Format: csv], (iii) partial dependence plots for selected predictors [Format: csv], (iv) hyper-tuned RF model [Format: Rds], (v) RF model predictions for the period 1961-2019 [Format: csv] and (vi) in [Format: raster]Scenario_analysis.rar: contains different data formats of (i) scenario simulations for the historical (1961-1990) and present (2000-2019) scenarios for the period 1992-2019 [Format: raster]Uncertainty_analysis.rar: contains the uncertainty analysis for different N predictors [Format: raster]
DOI: 10.6084/m9.figshare.17072759.v4
title: Code and data to reproduce "Landscape structure and species life history effects on abundance-occupancy relationships"

description: <pre>## Landscape structure and species life history effects on abundance-occupancy relationships<br><br>### Citation<br><br>Code and data to reproduce the analyses from<br><br>&gt; Dallas, TA, LA Holian, and C Ten Caten 2024. Landscape structure and species life history affect abundance-occupancy relationships. <br><br><br><br><br><br>## Compiling the project<br><br>To compile the R markdown, the following terminal command can be issued from the directory where the files are all located.<br><br>Note: this is not really recommended to compile it this way, as it will have to run for quite a long time. <br><br>```<br>Rscript -e 'install.packages(c("plyr", "dplyr", "igraph", "viridis"))'<br><br>Rscript -e 'rmarkdown::render("DallasNeonRicker.Rmd", output_format="pdf_document")'<br><br>```<br><br><br><br>```{r}<br><br>sessionInfo()<br><br>```<br><br>R version 4.1.0 (2021-05-18)<br>Platform: x86_64-pc-linux-gnu (64-bit)<br>Running under: Ubuntu 20.04.2 LTS<br><br>Matrix products: default<br>BLAS: /usr/lib/x86_64-linux-gnu/openblas-pthread/libblas.so.3<br>LAPACK: /usr/lib/x86_64-linux-gnu/openblas-pthread/liblapack.so.3<br><br>locale:<br> [1] LC_CTYPE=en_US.UTF-8 LC_NUMERIC=C <br> [3] LC_TIME=en_US.UTF-8 LC_COLLATE=en_US.UTF-8 <br> [5] LC_MONETARY=en_US.UTF-8 LC_MESSAGES=en_US.UTF-8 <br> [7] LC_PAPER=en_US.UTF-8 LC_NAME=C <br> [9] LC_ADDRESS=C LC_TELEPHONE=C <br>[11] LC_MEASUREMENT=en_US.UTF-8 LC_IDENTIFICATION=C <br><br>attached base packages:<br>[1] stats graphics grDevices utils datasets methods base <br><br>other attached packages:<br>[1] dplyr_1.0.7 plyr_1.8.6 igraph_1.2.8<br><br>loaded via a namespace (and not attached):<br> [1] Rcpp_1.0.7 fansi_0.5.0 crayon_1.4.1 utf8_1.2.2 <br> [5] R6_2.5.1 lifecycle_1.0.0 magrittr_2.0.1 pillar_1.6.2 <br> [9] rlang_0.4.11 vctrs_0.3.8 generics_0.1.0 ellipsis_0.3.2 <br>[13] tools_4.1.0 glue_1.4.2 purrr_0.3.4 compiler_4.1.0 <br>[17] pkgconfig_2.0.3 tidyselect_1.1.1 tibble_3.1.4 <br><br><br><br></pre>
DOI: 10.6084/m9.figshare.21656042.v1
title: AA-Pruebadeposito-AAP.xlsx

description: Evolución de la población y el número de usuarios de la biblioteca del pueblo XYZ desde 2010 a 2021.
DOI: 10.6084/m9.figshare.29108873.v1
title: Supplementary materials of reseach-in-progress paper: AI-driven BPM: Dehumanization of the Firm?

description: These supplementary materials are used in a pilot study on AI in Business Process Management.
DOI: 10.15131/shef.data.12151803.v1
title: Modelling and scaling rules of high-shear wet granulation of pharmaceuticals (PhD project files)

description: Additional datasets which support the results published in PhD thesis (primary data, data processing, additional results)<br>Access is limited to the Department of Chemical and Biological Engineering of the University of Sheffield.
DOI: 10.17632/k7pt2j84f7
title: On-board recordings reveal how bats maneuver under severe acoustic interference

description: Data and codes
DOI: 10.17632/rcpxp7m3tn
title: Data for: Words are important: A textual content based identity resolution scheme across multiple online social networks

description: 1. Training Datasets: 1.1. Columns details: columns represent the extracted features from the content of source profile (Twitter) and the target profiles (Facebook). Last column shows the match and no-match condition. Total number of columns in this dataset are 31. 1.2. Rows details: all the rows in this dataset represent the source and target profiles pairs for match and no-match. Total number of rows in this dataset are 31882. 2. Test Datasets: 2.1. Columns details: columns represent the extracted features from the content of source profile (Twitter)and the target profiles (Facebook). Last column shows the match and no-match condition. Total number of columns in this dataset are 31. 2.2. Rows details: all the rows in this dataset represent the source and target profiles pairs for match and no-match. Total number of rows in this dataset are 17392.
DOI: 10.17632/cxn5pncbk5
title: Physical match demand in the FIFA World Cup: A comparison between 2018 (Russia) and 2022 (Qatar) editions

description: This study aimed to evaluate the physical performance of teams in terms of running disparities between the 2018 and 2022 World Cups. The number of sprints and top speeds achieved by players in the 2022 World Cup has significantly increased compared to the 2018 World Cup. All player positions exhibited a greater distance covered during the 2022 World Cup compared to the 2018 World Cup. When examining the interaction between Cup and Outcome, only total distance (F = 5.831, p = 0.003) and distance Z1 (F = 15.488, p &lt;0.001) showed statistical differences. These findings elucidate that more total distance was covered during draws, with higher values observed in the 2022 World Cup. Thus, the study concludes that the 2022 Qatar FIFA World Cup presented a higher physical match demand compared to the 2018 Russia FIFA World Cup.
DOI: 10.6084/m9.figshare.14834676.v5
title: The influence of the Ailaoshan-Red River shear zone on the mineralization of the Beiya deposit on the southeastern margin of the Tibetan Plateau revealed by a 3-D magnetotelluric survey

description: The Modular Electromagnetic Inversion system (ModEM; Kelbert et al., 2014) was used for the 3-D inversion. The input is the dataset with MT full impedance tensors and tippers, and the output is the preferred 3-D resistivity model.
DOI: 10.6084/m9.figshare.16543608.v1
title: West Africa Geomorphic Type Reference Sample

description: This geomorphic reference data is intended for use as a calibration and/or validation data for global scale remote sensing image based classification of coral reef areas. The data is in a vector shapefile format consisting of polygons labelled into one of thirteen coral reef geomorphic classes that include Patch Reef, Plateau, No Reef, Outer Reef Flat, Deep Water, Inner Reef Flat, Back Reef Slope, Deep Lagoon, Terrestrial Reef Flat, Shallow Lagoon, Sheltered Reef Slope, Reef Crest and Reef Slope. <b>Please cite data as:</b> Kovacs, E., Borrego-Acevedo, R., Canto, R., Harris, D., Kennedy, E., Lyons, M., Markey, K., Murray, N., Ordonez Alvarez, A., Phinn, S., Roe, M., Roelfsema, C., Say, C., Tudman, P., C., Wolff, J., Yuwono, D., Bambric, B., Fox, H., Lieb, Z., Asner , G., Knapp , D., Li, J., Harris, B., Larsen, K. & Rice, K. 2021. West Africa Geomorphic Type Reference Sample. University of Queensland. DOI: https://doi.org/10.6084/m9.figshare.16543608 <b>Links to supplementary information:</b> Mapping methods overview (https://allencoralatlas.org/methods/) UQ mapping team web site (https://www.rsrc.org.au/globalreef) Detailed mapping methods description by Lyons et al. (https://doi.org/10.1002/rse2.157) Detailed classification scheme description by Kennedy et al. (https://doi.org/10.1038/s41597-021-00958-z) Detailed reference creation description workflow by Roelfsema et al. (https://doi.org/10.3389/fmars.2021.643381) <b>Funding:</b> Vulcan Inc., (https://vulcan.com) Great Barrier Reef Foundation (https://www.barrierreef.org/) <b>Acknowledgement:</b> This work was initiated and funded primarily through Paul Allen Philanthropies and Vulcan Inc. as part of the Allen Coral Atlas. We acknowledge the late Paul Allen and Ruth Gates for their fundamental vision and drive to enable us to work together on this critical reef mapping problem. Project partners providing financial, service and personnel include: Planet Inc., National Geographic, University of Queensland, Arizona State University, and University of Hawai'i. Significant support has also been provided by Google Inc., Great Barrier Reef Foundation, and Trimble (Ecognition). Contributors to establishing and running the project include: Vulcan Inc. [James Deutsch, Lauren Kickam, Paulina Gerstner, Charlie Whiton, Kirk Larsen, Sarah Frias Torres, Kyle Rice, Eldan Goldenberg, Janet Greenlee]; Planet Inc. [Andrew Zolli, Trevor McDonald, Joe Mascaro, Joe Kington]; University of Queensland [Chris Roelfsema, Stuart Phinn, Emma Kennedy, Mitch Lyons, Nicholas Murray, Doddy Yuwono, Dan Harris, Eva Kovacs, Rodney Borrego, Meredith Roe, Jeremy Wolff, Kathryn Markey, Alexandra Ordonez, Chantal Say, Paul Tudman]; Arizona State University [Greg Asner, Dave Knapp, Jiwei Li, Yaping Xu, Nick Fabina, Heather D'Angelo]; and National Geographic [Helen Fox, Brianna Bambic, Brian Free, Zoe Lieb] and Great Barrier Reef Foundation [Petra Lundgren, Kirsty Bevan, Sarah Castine]. Attributions of contributed field data or maps for the reference sample creation are available at: https://allencoralatlas.org/attribution/
DOI: 10.6084/m9.figshare.26335459.v1
title: Group A and Group B Data.xlsx

description: Computational Thinking: A Multi-Metric Comparative Analysis of Technical and Non-Technical students in Interdisciplinary Education