cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17034/4104daec-7cfb-4832-9736-ebd0b3f162e8
title: pH testing dataset

description: This dataset was used for chapter 6 of the connected thesis: "Image data collection, processing, storage, and their application in smartphone food analysis." The chapter is entitled "Smartphone reader and data storage." Files from this dataset are in jpeg format. The dataset can be categorised into four parts. The first part that contains 144 images was collected to benchmark compare the performance of the SMCR with the other methods. The second part that includes a total of 342 images was established to evaluate the SMCR performance by installing it on three different smartphone models with a single rear camera. The third part that consists of 132 images validates the performance of the proposed colour subtraction algorithm. And the fourth part with 84 images demonstrates the usability of the developed special pH test strips and colour subtraction algorithm. Note this dataset is embargoed until 31 July 2023.
DOI: 10.6084/m9.figshare.16560144
title: A Geospatial and Binomial Logistic Regression Model to Prioritize Sampling for Per- and Polyfluorinated Alkyl Substances (PFAS) in Public Water Systems-Dataset

description: IIt includes data that were used in the manuscript(A Geospatial and Binomial Logistic Regression Model to Prioritize Sampling for Per- and Polyfluorinated Alkyl Substances (PFAS) in Public Water Systems.) It includes layers that were created in online ArcGIS pro in manuscript and result of regression model that was done in the manuscript.
DOI: 10.6084/m9.figshare.16560144.v5
title: A Geospatial and Binomial Logistic Regression Model to Prioritize Sampling for Per- and Polyfluorinated Alkyl Substances (PFAS) in Public Water Systems-Dataset

description: IIt includes data that were used in the manuscript(A Geospatial and Binomial Logistic Regression Model to Prioritize Sampling for Per- and Polyfluorinated Alkyl Substances (PFAS) in Public Water Systems.) It includes layers that were created in online ArcGIS pro in manuscript and result of regression model that was done in the manuscript.
DOI: 10.6084/m9.figshare.16560144.v4
title: A Geospatial and Binomial Logistic Regression Model to Prioritize Sampling for Per- and Polyfluorinated Alkyl Substances (PFAS) in Public Water Systems-Dataset

description: IIt includes data that were used in the manuscript(A Geospatial and Binomial Logistic Regression Model to Prioritize Sampling for Per- and Polyfluorinated Alkyl Substances (PFAS) in Public Water Systems.) It includes layers that were created in online ArcGIS pro in manuscript and result of regression model that was done in the manuscript.
DOI: 10.6084/m9.figshare.20402421
title: Spectral analysis of Klaran UVC-LED for the Healthy Car Project

description: Wavelength confirmation for the Healthy Car project
DOI: 10.6084/m9.figshare.20402421.v1
title: Spectral analysis of Klaran UVC-LED for the Healthy Car Project

description: Wavelength confirmation for the Healthy Car project
DOI: 10.5281/zenodo.6940375
title: Skillful decadal UK flood prediction - DO NOT USE

description: The scripts in this repository perform the analysis shown in the manuscript "Skillful decadal UK flood prediction" by Moulds et al., which is currently under consideration in Geophysical Research Letters.
DOI: 10.5281/zenodo.6926974
title: Skillful decadal UK flood prediction - DO NOT USE

description: The scripts in this repository perform the analysis shown in the manuscript "Skillful decadal UK flood prediction" by Moulds et al., which is currently under consideration in Geophysical Research Letters.
DOI: 10.5281/zenodo.6940413
title: BY-Covid synthetic RO-Crates

description: RO-CRATE description profiles of the BY-COVID project.
description: The repository contains the PANTHER Cohort RO-CRATES profile, as part of the BY-COVID project.
DOI: 10.5281/zenodo.6940412
title: BY-Covid synthetic RO-Crates

description: RO-CRATE description profiles of the BY-COVID project.
description: The repository contains the PANTHER Cohort RO-CRATES profile, as part of the BY-COVID project.
DOI: 10.5281/zenodo.6940420
title: data test for pubblications

description: test
DOI: 10.5281/zenodo.6940419
title: data test for pubblications

description: test
DOI: 10.6084/m9.figshare.20402475
title: Model based on of Klaran UVC-LED for the Healthy Car

description: Healthy Car Modeling
DOI: 10.6084/m9.figshare.20402475.v2
title: Model based on of Klaran UVC-LED for the Healthy Car

description: Healthy Car Modeling
DOI: 10.17034/00e5f051-615f-4430-b576-32a65ea5d229
title: Colour alignment code

description: This dataset was used for chapter 4 of the connected thesis: "Image data collection, processing, storage, and their application in smartphone food analysis." The chapter is entitled "Colour alignment between images taken by different digital cameras." This dataset is the code used in this chapter. Files from this dataset are in PY format and will require a Python interpreter to run. Note this dataset is embargoed until 31 July 2023.
DOI: 10.5281/zenodo.6940499
title: Supplementary data for "How adequately are elevated moist layers represented in reanalysis and satellite observations?"

description: The NetCDF files are the collocation datasets over Manus Island between GRUAN radiosondes, ERA5, the CLIMCAPS Aqua Level 2 retrieval dataset and the IASI L2 Climate Data Record (CDR). The collocation criteria are 30 minutes and 50 km. Additional filter criteria for the individual datasets and processing steps are described in the manuscript. The datasets are created using the collocation toolkit included in the python package "typhon". Variables in each dataset are split into two groups that represent the two collocated datasets. Each group contains a selection of the original dataset's variables, which are used in the manuscript such as H2O VMR, temperature, cloud fraction, etc. The variables are organized along the dimension "collocation" and along dataset and variable specific additional dimensions. Further documentation about the collocation toolkit and the structure of the resulting datasets can be found at https://github.com/atmtools/typhon.
DOI: 10.5281/zenodo.6940470
title: Ineffectiveness of ants in the reproductive success of two sympatric myrmecophilous plants: the success of endophytic beetles

description: Extrafloral nectaried plants attract ants, which may protect them against herbivory and increase plant fruit set production. In some cases, however, ants are ineffective against herbivores. Such events occur, for instance, when herbivores present adaptations to avoid ant predation. Thus, the outputs of these interactions depend on factors such as ant identity, plant phenology, and herbivore features. Here, we investigated the endophytic florivorous beetles’ impact on the reproductive success of their host plants, two sympatric <em>Banisteriopsis</em> (Malpighiaceae) species, depending on the action of EFNs visiting ants. We experimentally manipulated the presence of ants and herbivores on <em>B. malifolia</em> and <em>B. laevifolia</em> species during their reproductive period. We performed treatments where three similar inflorescences were selected to be (I) control branch, with no manipulations, (II) beetle-free branch, isolated with textile cover, and (III) ant-free branch, isolated at the base with atoxic wax. As a result, we observed (i) that florivorous <em>Anthonomus</em> beetles have a negative impact on <em>Banisteriopsis</em> reproductive success; (ii) ants fail in protecting plants against floral endophytic beetles; and (iii) most of the results were specie-specific. Our results indicate that these systems present very conditional outcomes that depend on THE intrinsic factors of each plant species.
DOI: 10.5281/zenodo.6940469
title: Ineffectiveness of ants in the reproductive success of two sympatric myrmecophilous plants: the success of endophytic beetles

description: Extrafloral nectaried plants attract ants, which may protect them against herbivory and increase plant fruit set production. In some cases, however, ants are ineffective against herbivores. Such events occur, for instance, when herbivores present adaptations to avoid ant predation. Thus, the outputs of these interactions depend on factors such as ant identity, plant phenology, and herbivore features. Here, we investigated the endophytic florivorous beetles’ impact on the reproductive success of their host plants, two sympatric <em>Banisteriopsis</em> (Malpighiaceae) species, depending on the action of EFNs visiting ants. We experimentally manipulated the presence of ants and herbivores on <em>B. malifolia</em> and <em>B. laevifolia</em> species during their reproductive period. We performed treatments where three similar inflorescences were selected to be (I) control branch, with no manipulations, (II) beetle-free branch, isolated with textile cover, and (III) ant-free branch, isolated at the base with atoxic wax. As a result, we observed (i) that florivorous <em>Anthonomus</em> beetles have a negative impact on <em>Banisteriopsis</em> reproductive success; (ii) ants fail in protecting plants against floral endophytic beetles; and (iii) most of the results were specie-specific. Our results indicate that these systems present very conditional outcomes that depend on THE intrinsic factors of each plant species.
DOI: 10.5281/zenodo.5347495
title: Evidence for the association between the intronic haplotypes of ionotropic glutamate receptors and schizophrenia

description: VCF and BED files for the publication "Evidence for the association between the intronic haplotypes of ionotropic glutamate receptors and schizophrenia".
DOI: 10.5281/zenodo.5347494
title: Evidence for the association between the intronic haplotypes of ionotropic glutamate receptors and schizophrenia

description: VCF and BED files for the publication "Evidence for the association between the intronic haplotypes of ionotropic glutamate receptors and schizophrenia".
DOI: 10.6084/m9.figshare.19776066.v2
title: Human Oral Mucosal Fibroblasts from Limbal Stem Cell Deficient Patients as an Autologous Feeder Layer for Epithelial Cell Culture

description: To investigate if human oral mucosal fibroblasts (HOMF) from patients with limbal stem cell deficiency (LSCD) can be used as an autologous feeder layer to support the culture of epithelial cells for potential clinical use. HOMF were isolated from oral mucosal biopsies obtained from the following groups of patients with LSCD: aniridia, mucous membrane pemphigoid (MMP), Stevens–Johnson syndrome (SJS), and ectodermal dysplasia (ED). The ability of these cells to support the culture of human limbal epithelial cells (HLE) was compared to that of HOMF from non-LSCD donors and 3T3s commonly used to culture epithelial cells for use in the clinic to treat LSCD. HOMF were successfully obtained by explant culture for 3/3 aniridia patients, 3/3 MMP patients, 1/3 SJS patients, and 1/1 ED patients. All HOMF cultured from these LSCD groups supported the expansion of HLE with epithelial culture times and total colony forming efficiency (CFE) comparable to those achieved on HOMF isolated from donors without LSCD. PCR showed that all HLE cultured on LSCD donor HOMF expressed p63α, CK15, PAX6, CK12, and MUC16 as did HLE cultured on the control non-LSCD donor HOMF and 3T3s. Western blotting detected CK15 and MUC16 protein expression in all groups. HOMF from patients with LSCD can be successfully used to support the expansion of epithelial cells. These cells may therefore be useful as autologous feeder fibroblasts for the expansion of epithelial cells for use in the clinic to treat LSCD.
DOI: 10.6084/m9.figshare.19776066
title: Human Oral Mucosal Fibroblasts from Limbal Stem Cell Deficient Patients as an Autologous Feeder Layer for Epithelial Cell Culture

description: To investigate if human oral mucosal fibroblasts (HOMF) from patients with limbal stem cell deficiency (LSCD) can be used as an autologous feeder layer to support the culture of epithelial cells for potential clinical use. HOMF were isolated from oral mucosal biopsies obtained from the following groups of patients with LSCD: aniridia, mucous membrane pemphigoid (MMP), Stevens–Johnson syndrome (SJS), and ectodermal dysplasia (ED). The ability of these cells to support the culture of human limbal epithelial cells (HLE) was compared to that of HOMF from non-LSCD donors and 3T3s commonly used to culture epithelial cells for use in the clinic to treat LSCD. HOMF were successfully obtained by explant culture for 3/3 aniridia patients, 3/3 MMP patients, 1/3 SJS patients, and 1/1 ED patients. All HOMF cultured from these LSCD groups supported the expansion of HLE with epithelial culture times and total colony forming efficiency (CFE) comparable to those achieved on HOMF isolated from donors without LSCD. PCR showed that all HLE cultured on LSCD donor HOMF expressed p63α, CK15, PAX6, CK12, and MUC16 as did HLE cultured on the control non-LSCD donor HOMF and 3T3s. Western blotting detected CK15 and MUC16 protein expression in all groups. HOMF from patients with LSCD can be successfully used to support the expansion of epithelial cells. These cells may therefore be useful as autologous feeder fibroblasts for the expansion of epithelial cells for use in the clinic to treat LSCD.
DOI: 10.5281/zenodo.6940598
title: Erythroxylum hondense zanfona 1

description: .
DOI: 10.5281/zenodo.6940597
title: Erythroxylum hondense zanfona 1

description: .
DOI: 10.6084/m9.figshare.19776066.v1
title: Human Oral Mucosal Fibroblasts from Limbal Stem Cell Deficient Patients as an Autologous Feeder Layer for Epithelial Cell Culture

description: To investigate if human oral mucosal fibroblasts (HOMF) from patients with limbal stem cell deficiency (LSCD) can be used as an autologous feeder layer to support the culture of epithelial cells for potential clinical use. HOMF were isolated from oral mucosal biopsies obtained from the following groups of patients with LSCD: aniridia, mucous membrane pemphigoid (MMP), Stevens–Johnson syndrome (SJS), and ectodermal dysplasia (ED). The ability of these cells to support the culture of human limbal epithelial cells (HLE) was compared to that of HOMF from non-LSCD donors and 3T3s commonly used to culture epithelial cells for use in the clinic to treat LSCD. HOMF were successfully obtained by explant culture for 3/3 aniridia patients, 3/3 MMP patients, 1/3 SJS patients, and 1/1 ED patients. All HOMF cultured from these LSCD groups supported the expansion of HLE with epithelial culture times and total colony forming efficiency (CFE) comparable to those achieved on HOMF isolated from donors without LSCD. PCR showed that all HLE cultured on LSCD donor HOMF expressed p63α, CK15, PAX6, CK12, and MUC16 as did HLE cultured on the control non-LSCD donor HOMF and 3T3s. Western blotting detected CK15 and MUC16 protein expression in all groups. HOMF from patients with LSCD can be successfully used to support the expansion of epithelial cells. These cells may therefore be useful as autologous feeder fibroblasts for the expansion of epithelial cells for use in the clinic to treat LSCD.
DOI: 10.6084/m9.figshare.20402490
title: Nitrogen fertilizer use in China from 1952 to 2018

description: The annual N fertilizers use dataset in China at 5 km × 5 km resolution covering the period of 1952 to 2018. Unit: g N m<sup>-2</sup> yr<sup>-1</sup>. Format: ENVI/IDL data file format.
DOI: 10.26302/sshade/experiment_gm_20190903_001
title: Raman spectra of some phyllosilicates
DOI: 10.7284/149068
title: Multibeam Echosounder data collected during research cruise NBP0407 using a Kongsberg EM120 instrument system onboard the platform RV Nathaniel B. Palmer

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/149067
title: Multibeam Echosounder data collected during research cruise NBP0408 using a Kongsberg EM120 instrument system onboard the platform RV Nathaniel B. Palmer

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.6084/m9.figshare.20402649.v1
title: Spectral analysis of Klaran UVC-LED for the Healthy Car

description: Wavelength confirmation for the Healthy Car project
DOI: 10.6084/m9.figshare.20402649
title: Spectral analysis of Klaran UVC-LED for the Healthy Car

description: Wavelength confirmation for the Healthy Car project
DOI: 10.6084/m9.figshare.13244448
title: Adherence to home-based exercises and/or activity advice in low back pain patients: a systematic review

description: Poor adherence to treatment is a worldwide problem and is also recognised in managing low back pain (LBP). This review aims to evaluate the rate of adhering to physical activity advice. A systematic review was conducted by searching 12 databases from January 2000 to December 2019. Studies were eligible when assessing LBP patients’ adherence to activity advice. Key data extracted related to adherence to home-based exercise and/or physical activity advice given to patients over 18 who suffer from non-specific LBP. After screening, 28 studies (out of 1171) were eligible for analysis. Given the studies’ outcomes, a qualitative summary was created. Adherence rates varied from 8% to 91%. Bias was likely in three out of 18 randomised trials. Outcomes of the Quality Assessment Tool for Observational Cohort and Cross-Sectional Studies ranged from 5 to 11 positive scores out of 14. Variability in describing activity advice, the use of different types of outcomes and the use of subjective measurement tools compromised the outcomes of this review. The proportion of fully adhering patients is unclear. Therefore, more objective and uniform assessment tools are needed to assess adherence in future studies.
DOI: 10.6084/m9.figshare.13244448.v1
title: Adherence to home-based exercises and/or activity advice in low back pain patients: a systematic review

description: Poor adherence to treatment is a worldwide problem and is also recognised in managing low back pain (LBP). This review aims to evaluate the rate of adhering to physical activity advice. A systematic review was conducted by searching 12 databases from January 2000 to December 2019. Studies were eligible when assessing LBP patients’ adherence to activity advice. Key data extracted related to adherence to home-based exercise and/or physical activity advice given to patients over 18 who suffer from non-specific LBP. After screening, 28 studies (out of 1171) were eligible for analysis. Given the studies’ outcomes, a qualitative summary was created. Adherence rates varied from 8% to 91%. Bias was likely in three out of 18 randomised trials. Outcomes of the Quality Assessment Tool for Observational Cohort and Cross-Sectional Studies ranged from 5 to 11 positive scores out of 14. Variability in describing activity advice, the use of different types of outcomes and the use of subjective measurement tools compromised the outcomes of this review. The proportion of fully adhering patients is unclear. Therefore, more objective and uniform assessment tools are needed to assess adherence in future studies.
DOI: 10.5519/qd.kmfbshat
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (198 records)
DOI: 10.5281/zenodo.6940788
title: wrrdata

description: Data reported in the manuscript "Unconfined plunging of a hyperpycnal river plume over a sloping bed and its lateral spreading: Laboratory experiments and numerical modeling" can be downloaded here. In order to run the python codes to do the postprocessing, the following softwares are necessary: (1) anaconda<br> (2) matplotlib <br> ###other packages required for specific python files are identified in corresponding python files. The numerical model setup for Case 3 is available at https://gitlab.epfl.ch/hashi/wrrdata.git.
DOI: 10.5281/zenodo.6940787
title: wrrdata

description: Data reported in the manuscript "Unconfined plunging of a hyperpycnal river plume over a sloping bed and its lateral spreading: Laboratory experiments and numerical modeling" can be downloaded here. In order to run the python codes to do the postprocessing, the following softwares are necessary: (1) anaconda<br> (2) matplotlib <br> ###other packages required for specific python files are identified in corresponding python files. The numerical model setup for Case 3 is available at https://gitlab.epfl.ch/hashi/wrrdata.git.
DOI: 10.7284/149069
title: Multibeam Echosounder data collected during research cruise NBP0405 using a Kongsberg EM120 instrument system onboard the platform RV Nathaniel B. Palmer

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.6084/m9.figshare.20402754
title: Rawdata for Peng et al. 2022 Plant and Soil

description: Rawdata usef for Peng et al., 2022 Plant and Soil.
DOI: 10.6084/m9.figshare.20402754.v1
title: Rawdata for Peng et al. 2022 Plant and Soil

description: Rawdata usef for Peng et al., 2022 Plant and Soil.
DOI: 10.5281/zenodo.6940642
title: Ontogenic change in social context as a cue for behavioural switch in spiderlings

description: Dataset for Mauduit & Jeanson (2022). Ontogenic change in social context as a cue for behavioural switch in spiderlings
DOI: 10.5281/zenodo.6940641
title: Ontogenic change in social context as a cue for behavioural switch in spiderlings

description: Dataset for Mauduit & Jeanson (2022). Ontogenic change in social context as a cue for behavioural switch in spiderlings
DOI: 10.5281/zenodo.6940852
title: Bergia catenularis spades 01

description: .
DOI: 10.5281/zenodo.6940851
title: Bergia catenularis spades 01

description: .
DOI: 10.15129/7fc4c5a1-535a-4204-bee8-58821f91b22d
title: Heavier Alkali Metal Manganate Complexes: Synthesis, Structures and Solvent-Induced Dissociation Effects

description: The dataset contains the following four files: 1) Elemental analysis data files (EA_GBallmann) 2) NMR data files (NMR_GBallmann) 3) Infrared data files (IR_GBallmann) 4) X-Ray data files (XRD_GBallmann) The dataset relates to the research reported in the manuscript in the title, carried out as part of the EPRSC funded project. Please note that the NMR data requires a specialised programme such as Topspin or MestreLab, and the XRD data (.cif) requires a programme such as OLEX2 or Mercury to view, and the IR requires a programme such as Origin or Excel to view. Note the paper is published in Chemistry a European Journal.
DOI: 10.6084/m9.figshare.20402634
title: Data_Photodissolution of sub-millimeter-sized microplastics and its dependences on temperature and light composition.xlsx

description: This is the data reported in the manuscript, entitled "Photodissolution of submillimeter-sized microplastics and its dependences on temperature and light composition", submitted to "Science of the Total Environment" for consideration for publication.
DOI: 10.5203/0001007
title: Lake Winnipeg Database

description: Database from 1968 - 2004, incomplete data from 2006. Collected using the MV Namao. In conjunction with the Department of Fisheries and Oceans.
DOI: 10.34740/kaggle/dsv/4002572
title: Mahanagar Yatayat Dataset
DOI: 10.5203/bpk6-sc05
title: 2009 Environment Canada Benthic Invertebrate Sampling-Ekman Method
DOI: 10.5203/fwf5-3f30
title: devils-lake-red-river-basin-fish-parasite-and-pathogen-project
DOI: 10.5203/0zsn-0204
title: Red River Devil's Lake Ectoparasite Phase 3 Appendix
DOI: 10.5203/qgn9-er51
title: can-merc-report
DOI: 10.5203/mh9q-4d32
title: cdnbiodiv2010report
DOI: 10.5203/8ex4-na27
title: water-chemistry-data-across-littoral-zone-of-lake-winnipeg1
DOI: 10.34740/kaggle/dsv/4002593
title: Glass Bangle Defect Detection Classification