cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.10521873
title: Metagenome assembly and MAGs from shallow-water and exposed mats from the Solar Lake, Taba, Egypt

description: Metagenome assembly and MAGs from the Solar Lake, Taba, Egypt shallow-water (S-SO1 and S-SO3) and exposed (S-SO2 and S-SO4) microbial mats.

SO1-final.contigs.fa = fatsta file containing the contigs from the S-SO1 (N-SOshallow-water) metagenome assembly 

SO2-final.contigs.fa = fatsta file containing the contigs from the S-SO2 (N-SOexposed) metagenome assembly 

SO3-final.contigs.fa = fatsta file containing the contigs from the S-SO3 (N-SOshallow-water) metagenome assembly 

SO4-final.contigs.fa = fatsta file containing the contigs from the S-SO4 (N-SOexposed) metagenome assembly 

 

SO_MAGs.tar.gz = zipped file containing 292 MAGs reconstructed from the 4 Solar Lake MAGs
DOI: 10.5281/zenodo.10528344
title: Base de données production électrique française
DOI: 10.5281/zenodo.10528345
title: Base de données production électrique française
DOI: 10.6084/m9.figshare.25020254
title: <b>Supplemental material</b>

description: 这是研究的补充材料。主要包括文献检索资料和文献评价资料。
DOI: 10.6084/m9.figshare.25020254.v1
title: <b>Supplemental material</b>

description: 这是研究的补充材料。主要包括文献检索资料和文献评价资料。
DOI: 10.6084/m9.figshare.24415648.v2
title: Data from: Functional changes in understory forest community after invasion are driven by complementarity rather than displacement

description: # Data from: Functional changes in understory forest community after invasion are driven by complementarity rather than displacementThe files in Figshare allow readers to run models to reproduce results and figures of the paper "Functional changes in understory forest community after invasion are driven by complementarity rather than displacement", currently submitted to Frontiers in Ecology and Evolution.The code to reproduce results and figures can be found at (https://github.com/laispetri/FunctionalChanges.git)
DOI: 10.18712/nsd-nsd2801-v1
title: Attitudes for Peace: Post-Conflict Public Opinion

description: What do people think about the measures and the political institutions that are meant to create peace in countries affected by civil war? The research project 'Attitudes for peace: Post-conflict public opinion' addresses this question with the help of national surveys in three countries where the citizens have experienced civil war: Guatemala, Nepal and Northern Ireland. The purpose of the project was to investigate ordinary people's views on arrangements such as political division of power, inclusion, legal processes and amnesty. The data collection took place as interview-based questionnaire surveys in the selected countries. The questionnaire also contained questions about socio-demographic background, social and political trust and evaluation of and experiences with the peace process and the peace agreement.
DOI: 10.5281/zenodo.10476932
title: Understanding the differential impacts of two antidepressants on locomotion of freshwater snails (Lymnaea stagnalis)

description: Data and scripts used for the plots and data analysis for the manuscript Understanding the differential impacts of two antidepressants on locomotion of freshwater snails (Lymnaea stagnalis), experiments were conducted in 2021.
DOI: 10.5281/zenodo.8283280
title: Understanding the differential impacts of two antidepressants on locomotion of freshwater snails (Lymnaea stagnalis)

description: Data and scripts used for the plots and data analysis for the manuscript Understanding the differential impacts of two antidepressants on locomotion of freshwater snails (Lymnaea stagnalis), experiments were conducted in 2021.
DOI: 10.5519/qd.yox8szec
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (66 records)
DOI: 10.5281/zenodo.10041003
title: A dataset of proteomic and phosphoproteomic alterations with SGLT2 inhibition in WT mice and diabetic mice

description: Data also illustrated through shiny application
 
https://kidneyapp.shinyapps.io/SGLT2i_proteome/ 
https://kidneyapp.shinyapps.io/SGLT2i_phosphoproteome/
DOI: 10.5281/zenodo.10041004
title: A dataset of proteomic and phosphoproteomic alterations with SGLT2 inhibition in WT mice and diabetic mice

description: Data also illustrated through shiny application
 
https://kidneyapp.shinyapps.io/SGLT2i_proteome/ 
https://kidneyapp.shinyapps.io/SGLT2i_phosphoproteome/
DOI: 10.18715/ipgp.2022.l3ylhaal
title: 2014-2019 Antilles IPGP merged seismic catalog

description: Multi-origin merged validated seismic catalog based on catalog from IPGP observatories in Martinique (OVSM) and Guadeloupe (OVSG). From 2014/01/01 to 2019/12/31. Available in QuakeML (one file per event), csv (one file per year) and ShapeFile (one file per year).
DOI: 10.5281/zenodo.10227167
title: Isotopic analysis of extracted water from a larch (Larix decidua) stand in a high mountain watershed (Vallon de Nant - Switzerland)

description: A total of 185 samples of soil and trees were taken from a stand of larch (Larix decidua) spanning from 1500 to 1600 m.a.s.l. in the Vallon de Nant in the Swiss canton of Vaud. Twenty individual trees and soil were sampled along two transects perpendicular to the main river channel of the Avançon de Nant at approximately midday on seven days in the foliage season between July 2017 and June 2018.
The data consists of two data (csv) and one document (pdf) files. The sample data file includes the date and estimated time of sampling, the type of sample (vegetation or soil), the transect and tree ID for look-up in the tree metadata file, the soil depth in centimeters, and the determined mean and standard deviation of deuterium, oxygen-18, and oxygen-17.  The tree metadata file includes the transect (north or south), the tree ID number, the latitude, longitude, elevation (meters above sea level), and tree height and diameter at breast height in centimeters.  Finally, a document describing the methods in more detail is included.
DOI: 10.18715/ipgp.2024.lrf7xxg4
title: 2020-2022 Antilles IPGP merged seismic catalog

description: Multi-origin merged validated seismic catalog based on catalog from IPGP observatories in Martinique (OVSM) and Guadeloupe (OVSG). From 2020/01/01 to 2022/12/31. Available in QuakeML (one file per event), csv (one file per year) and ShapeFile (one file per year).
DOI: 10.17632/m5m7fhbp63.1
title: Developing an Open-Source Flood Forecasting System Adapted to Data-Scarce Regions: A Digital Twin Coupled with Hydrologic-Hydrodynamic Simulations

description: This dataset has all the hydrodynamic runs with the HydroPol2D model and the data provided by CENAOS and the HADS platform.
DOI: 10.17632/m5m7fhbp63.2
title: Developing an Open-Source Flood Forecasting System Adapted to Data-Scarce Regions: A Digital Twin Coupled with Hydrologic-Hydrodynamic Simulations

description: This dataset has all the hydrodynamic runs with the HydroPol2D model and the data provided by CENAOS and the HADS platform.
DOI: 10.5281/zenodo.10528484
title: Dataset from "Developing a new tool for scoliosis screening in a tertiary specialistic setting using artificial intelligence: a retrospective study on 10,813 patients: 2023 SOSORT award winner."

description: Dataset from the paper "Developing a new tool for scoliosis screening in a tertiary specialistic setting using artificial intelligence: a retrospective study on 10,813 patients: 2023 SOSORT award winner." published on the European Spine Journal
DOI: 10.5281/zenodo.10528485
title: Dataset from "Developing a new tool for scoliosis screening in a tertiary specialistic setting using artificial intelligence: a retrospective study on 10,813 patients: 2023 SOSORT award winner."

description: Dataset from the paper "Developing a new tool for scoliosis screening in a tertiary specialistic setting using artificial intelligence: a retrospective study on 10,813 patients: 2023 SOSORT award winner." published on the European Spine Journal
DOI: 10.5281/zenodo.10528467
title: Chirped Pulse Upconversion for femtosecond mid-infrared spectroscopy at 100 kHz

description: Data for article "Chirped Pulse Upconversion for femtosecond mid-infrared spectroscopy at 100 kHz" by Mindaugas Jonusas, Quentin Bournet, Adeline Bonvalet, Michele Natile, Florent Guichard, Yoann Zaouter, Patrick Georges, Frédéric Druon, Marc Hanna and Manuel Joffre.
DOI: 10.5281/zenodo.10528468
title: Chirped Pulse Upconversion for femtosecond mid-infrared spectroscopy at 100 kHz

description: Data for article "Chirped Pulse Upconversion for femtosecond mid-infrared spectroscopy at 100 kHz" by Mindaugas Jonusas, Quentin Bournet, Adeline Bonvalet, Michele Natile, Florent Guichard, Yoann Zaouter, Patrick Georges, Frédéric Druon, Marc Hanna and Manuel Joffre.
DOI: 10.17632/4yy65wd7y6.1
title: 3D Dataset of a twisted bending-active beam element digitized using Structure-from-Motion Photogrammetry

description: The provided dataset includes the 3D point cloud (.xyz) of a beam element along with the refined meshes (.obj) with associated material settings file (.mtl) and textures (.png).  The bending-active beam element composed of four twisted plywood strips was digitized by using Structure-from-Motion and Multi-view Stereo photogrammetry in controlled lab conditions.
DOI: 10.17632/4yy65wd7y6.2
title: 3D Dataset of a twisted bending-active beam element digitized using Structure-from-Motion Photogrammetry

description: The dataset comprises images (.jpg), a 3D point cloud (.xyz) representing a twisted beam element, as well as refined meshes (.obj) accompanied by material settings files (.mtl) and textures (.png). The data were acquired through Structure-from-Motion (SfM) and Multi-view Stereo (MVS) photogrammetry under controlled lab conditions to digitize a bending-active beam element composed of four twisted plywood strips.
DOI: 10.5281/zenodo.10528511
title: RISIS-KNOWMAK NUTS adapted classification

description: This file provides the correspondence table between EUROSTAT NUTS3 classification and the adapted regional classification used by the RISIS-KNOWMAK project. This regional classification fits the structure of knowledge production in Europe and addresses some knowm problems of the NUTS3 classification, such as the treatment of large agglomerations, while remaining fully compatible with the EUROSTAT NUTS regional classification. This compatibility allows combining all KNOWMAK data with regional statistics (at NUTS3 level, 2021 edition) from EUROSTAT.

More precisely, the classification includes EUROSTAT metropolitan regions (based on the aggregation of NUTS3-level regions) and NUTS2 regions for the remaining areas; further, a few additional centers for knowledge production, like Oxford and Leuven, have been singled out at NUTS3 level. The resulting classification is therefore more fine-grained than NUTS2 in the areas with sizeable knowledge production, but at the same time recognizes the central role of metropolitan areas in knowledge production. While remaining compatible with NUTS, the classification allows addressing two well-known shortcomings: a) the fact that some large cities are split between NUTS regions (London) and b) the fact that NUTS3 classification in some countries includes many very small regions, as in the case of Germany
DOI: 10.5281/zenodo.3752860
title: RISIS-KNOWMAK NUTS adapted classification

description: This file provides the correspondence table between EUROSTAT NUTS3 classification and the adapted regional classification used by the RISIS-KNOWMAK project. This regional classification fits the structure of knowledge production in Europe and addresses some knowm problems of the NUTS3 classification, such as the treatment of large agglomerations, while remaining fully compatible with the EUROSTAT NUTS regional classification. This compatibility allows combining all KNOWMAK data with regional statistics (at NUTS3 level, 2021 edition) from EUROSTAT.

More precisely, the classification includes EUROSTAT metropolitan regions (based on the aggregation of NUTS3-level regions) and NUTS2 regions for the remaining areas; further, a few additional centers for knowledge production, like Oxford and Leuven, have been singled out at NUTS3 level. The resulting classification is therefore more fine-grained than NUTS2 in the areas with sizeable knowledge production, but at the same time recognizes the central role of metropolitan areas in knowledge production. While remaining compatible with NUTS, the classification allows addressing two well-known shortcomings: a) the fact that some large cities are split between NUTS regions (London) and b) the fact that NUTS3 classification in some countries includes many very small regions, as in the case of Germany
DOI: 10.5281/zenodo.3752861
title: RISIS-KNOWMAK NUTS adapted classification

description: This file provides the correspondence table between EUROSTAT NUTS3 classification and the adapted regional classification used by the RISIS-KNOWMAK project. This regional classification fits the structure of knowledge production in Europe and addresses some knowm problems of the NUTS3 classification, such as the treatment of large agglomerations, while remaining fully compatible with the EUROSTAT NUTS regional classification. This compatibility allows combining all KNOWMAK data with regional statistics (at NUTS3 level, 2016 edition) from EUROSTAT. More precisely, the classification includes EUROSTAT metropolitan regions (based on the aggregation of NUTS3-level regions) and NUTS2 regions for the remaining areas; further, a few additional centers for knowledge production, like Oxford and Leuven, have been singled out at NUTS3 level. The resulting classification is therefore more fine-grained than NUTS2 in the areas with sizeable knowledge production, but at the same time recognizes the central role of metropolitan areas in knowledge production. While remaining compatible with NUTS, the classification allows addressing two well-known shortcomings: a) the fact that some large cities are split between NUTS regions (London) and b) the fact that NUTS3 classification in some countries includes many very small regions, as in the case of Germany
DOI: 10.5517/ccdc.csd.cc1mss28
title: CCDC 1513360: Experimental Crystal Structure Determination

description: Related Article: Xiang Su, Yong Wang, Qiang Feng, Jianwei Sun|2024|Org.Lett.|26|421|doi:10.1021/acs.orglett.3c04208
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc1mss5c
title: CCDC 1513363: Experimental Crystal Structure Determination

description: Related Article: Xiang Su, Yong Wang, Qiang Feng, Jianwei Sun|2024|Org.Lett.|26|421|doi:10.1021/acs.orglett.3c04208
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.6084/m9.figshare.24934486
title: Additional file 1 of Incidental detection of upper gastrointestinal epithelial neoplasia by screening endoscopy prior to endoscopic ultrasonography in patients with pancreaticobiliary disease

description: Supplementary Material 1
DOI: 10.6084/m9.figshare.24934486.v1
title: Additional file 1 of Incidental detection of upper gastrointestinal epithelial neoplasia by screening endoscopy prior to endoscopic ultrasonography in patients with pancreaticobiliary disease

description: Supplementary Material 1
DOI: 10.5281/zenodo.10528457
title: Data and code for UAV multispectral index to sediment photopigment calibration
DOI: 10.5281/zenodo.10528458
title: Data and code for UAV multispectral index to sediment photopigment calibration
DOI: 10.6084/m9.figshare.25020743
title: DATASETS

description: This study proposes a hybrid model: LSHS integrating Long Short-Term Memory (LSTM) and the Harmony Search optimization method to enhance the accuracy of software effort estimation. To evaluate its effectiveness, we evaluate our proposed model on four diverse datasets — China, Finnish, Desharnais, and Albrecht — with the number of records of 499, 407, 81, and 24, respectively. Our model is systematically benchmarked against eight existing machine learning models, employing 3 evaluation metrics.
DOI: 10.5281/zenodo.10468535
title: Muhammad_14d_v2
DOI: 10.5281/zenodo.10468536
title: Muhammad_14d_v2
DOI: 10.6084/m9.figshare.25020404.v1
title: ScaleeffectofCE_data_J.Wang.xlsx

description: Revealing the scale effect of cooling efficiency.
DOI: 10.25392/leicester.data.25020728
title: The Physical and Mechanical Properties of Natural Fault Zones in Basaltic Rocks - appendices

description:   
This digital appendix accompanies the thesis “The Physical and Mechanical Properties of Natural Fault Zones in Basaltic Rocks”. It contains the data from X-ray fluorescence (XRF) analysis of fault rock samples described in chapter 3, and the results from hydromechanical characterisation of fault rocks described in chapter 4. 
XRF analysis was performed in the School of Geography, Geology and the Environment using a PANanalytical Axios Advanced wavelength dispersive spectrometer. The result file (XRF data.xlsx) contains the original measurements, the data recalculated to anhydrous composition, and standard deviations. This is accompanied by results of repeated analysis of international reference materials for calibration, “XRF calibration.xlsx”, and a text file used for calculations and plotting in Python, “batch1_recalc.txt”, containing the fault rock composition (recalculated to include LOI) as well as literature data of Faroese basalt composition from Soager & Holm (2011). Additional literature data of Faroese basalt composition by Holm et al. (2001) is contained in “Holm2001.txt”. The data was analysed and plotted in the Jupyter notebook ”massbalance_calculations.ipynb”, and a 1D volume change estimation across the Gotugjogv fault zone is presented in “mass_balance.xlsx”.
Hydromechanical experiments were performed at the Rock Physics and Mechanics Lab of the British Geological Survey in Keyworth. The experimental procedure can be reproduced from the file “Test-procedure#2955v1.3.proc.gs”. Experimental results are grouped in folders and include the mechanical data recorded at intervals of 250 ms in “Time Test data.dat” and of 500 N in “specimen.dat”. Fluid pressure evolution is recorded in “SAMPLE-NAME_perm.txt”. The data was processed in a Jupyter notebook, “SAMPLE-NAME.ipynb”.
<br>
  
Holm et al., 2001, Chem. Geol., https://doi.org/10.1016/S0009-2541(01)00260-1
Soager & Holm, 2011, Chem. Geol., https://doi.org/10.1016/j.chemgeo.2010.11.017
DOI: 10.25392/leicester.data.25020728.v1
title: The Physical and Mechanical Properties of Natural Fault Zones in Basaltic Rocks - appendices

description:   
This digital appendix accompanies the thesis “The Physical and Mechanical Properties of Natural Fault Zones in Basaltic Rocks”. It contains the data from X-ray fluorescence (XRF) analysis of fault rock samples described in chapter 3, and the results from hydromechanical characterisation of fault rocks described in chapter 4. 
XRF analysis was performed in the School of Geography, Geology and the Environment using a PANanalytical Axios Advanced wavelength dispersive spectrometer. The result file (XRF data.xlsx) contains the original measurements, the data recalculated to anhydrous composition, and standard deviations. This is accompanied by results of repeated analysis of international reference materials for calibration, “XRF calibration.xlsx”, and a text file used for calculations and plotting in Python, “batch1_recalc.txt”, containing the fault rock composition (recalculated to include LOI) as well as literature data of Faroese basalt composition from Soager & Holm (2011). Additional literature data of Faroese basalt composition by Holm et al. (2001) is contained in “Holm2001.txt”. The data was analysed and plotted in the Jupyter notebook ”massbalance_calculations.ipynb”, and a 1D volume change estimation across the Gotugjogv fault zone is presented in “mass_balance.xlsx”.
Hydromechanical experiments were performed at the Rock Physics and Mechanics Lab of the British Geological Survey in Keyworth. The experimental procedure can be reproduced from the file “Test-procedure#2955v1.3.proc.gs”. Experimental results are grouped in folders and include the mechanical data recorded at intervals of 250 ms in “Time Test data.dat” and of 500 N in “specimen.dat”. Fluid pressure evolution is recorded in “SAMPLE-NAME_perm.txt”. The data was processed in a Jupyter notebook, “SAMPLE-NAME.ipynb”.
<br>
  
Holm et al., 2001, Chem. Geol., https://doi.org/10.1016/S0009-2541(01)00260-1
Soager & Holm, 2011, Chem. Geol., https://doi.org/10.1016/j.chemgeo.2010.11.017
DOI: 10.5281/zenodo.10528570
title: Categorization of diagnosis codes into categories
DOI: 10.5281/zenodo.10528571
title: Categorization of diagnosis codes into categories
DOI: 10.5281/zenodo.10528590
title: CDT MR exercise
DOI: 10.5281/zenodo.10528591
title: CDT MR exercise
DOI: 10.17630/2152973b-5584-40ec-ac34-3f30c0d7893d
title: Molecular geometry and the photophysics of thermally activated delayed fluorescence: the strange case of DMAC-py-TRZ (dataset)
DOI: 10.25405/data.ncl.24937038
title: Effective removal of iron, nutrients, micropollutants, and faecal bacteria in constructed wetlands cotreating mine water and sewage treatment plant effluent

description: This deposit contains data and Matlab scripts underpinning the publication: Effective removal of iron, nutrients, micropollutants, and faecal bacteria in constructed wetlands cotreating mine water and sewage treatment plant effluent in the journal Water Science & Technology.
DOI: 10.25405/data.ncl.24937038.v1
title: Effective removal of iron, nutrients, micropollutants, and faecal bacteria in constructed wetlands cotreating mine water and sewage treatment plant effluent

description: This deposit contains data and Matlab scripts underpinning the publication: Effective removal of iron, nutrients, micropollutants, and faecal bacteria in constructed wetlands cotreating mine water and sewage treatment plant effluent in the journal Water Science & Technology.
DOI: 10.5525/gla.researchdata.1309
title: Genetic basis and expression of ventral colour in polymorphic common lizards

description: Genomic, transcriptomic, and phenotypic data analyses. Raw data are on NCBI (see ms).
DOI: 10.6084/m9.figshare.25020908
title: Gender Identity Stigma Teachers Acceptance and Parental Support as Predictors of Mental Health Among LGBT SHS Students.xlsx

description: The main purpose of the study was to investigate whether gender identity stigma, teachers’ acceptance, and parental support were predictors of mental health among LGBT senior high school students utilizing the predictive research design. A non-probability sampling, specifically the combination of convenience and snowball sampling was employed. A total of four hundred senior high school students participated in the study. Results revealed that the gender identity stigma, teachers’ acceptance, and parental support significantly predict the mental health of the respondents (F (3, 396) = 37.695, p&lt;.001. Specifically, Gender Identity Stigma (β = -.224, t = -4.542, p &lt; .001) negatively predicted Overall Mental Health while both Teachers’ Acceptance (β = .201, t = 4.493, p &lt; .001) and Parental Support (β = .253, t = 5.102, p &lt; .001) positively predicted the Overall Mental Health. The result of the study helped in developing intervention programs that will enhance the existing policy on gender and development in the education sector.