cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.ryajwb
title: Occurrence Download

description: A dataset containing 16520 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aedes aegypti (Linnaeus, 1762)",
 "Country is United States of America",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 16520 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033365-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15125/bath-01394
title: Dataset for "Validity and reliability of a method to estimate the potential harm of medication errors by considering both the likelihood and degree of harm"

description: This dataset contains the responses to two surveys that were used to assess the validity and reliability of a new 'risk score tool' that was designed to estimate the potential harm of a medication error by estimating the probability of a range of potential consequences. The risk score tool described five levels of potential harm. Judges estimated the likelihood of harm matching each level, from which a risk score (0-10) was calculated. Thirty judges (doctors, nurses and pharmacists) used this risk score and the existing Dean and Barber scale to estimate the potential harm of 50 medication errors, 15 with a known outcome (Survey 1). Two weeks later, the judges re-scored ten of the errors (Survey 2).
description: Data collection methods are fully described in the associated open access paper "Validity and reliability of a method to estimate the potential harm of medication errors by considering both the likelihood and degree of harm".
description: Data processing methods are fully described in the associated open access paper "Validity and reliability of a method to estimate the potential harm of medication errors by considering both the likelihood and degree of harm".
description: No unusual software required.
DOI: 10.17632/2xd64nsvzg.1
title: Do green policies enhance short-term economic growth? Assessing EU Recovery and Resilience Plans through the lens of Sustainable Development Goals

description: The zip file "replication folder" includes all relevant code and data necessary to replicate the quantitative results, figures and tables presented in the manuscript "Do green policies enhance short-term economic growth? Assessing EU Recovery and Resilience Plans through the lens of Sustainable Development Goals" and its appendices.
The zip file "figures" contains high-resolution versions of the figures included in the manuscript and its appendices.
DOI: 10.17632/kz9rtpk4pd.1
title: Post-treatment distress, problems and oral health behaviour of oral cancer patients after cancer treatment completion: A multi-centric mixed method assessment.

description: Supplementary File
DOI: 10.17632/g3s48mm4zf.1
title: speaking data jasmine

description: The study analyses speaking enhancement among middle school children in Rural Karnataka. A total of 160 students participated in the study. There were two groups, including the experimental and the control group, with 80 students in each group. It is a quasi-experimental study that was statistically analysed through mixed-methods ANOVA, and the results were analysed. The independent variables in the study are idiom illustrations, and the dependent variable is speaking, which has sub-variables of sentence formation, vocabulary, and pronunciation.
There are three hypotheses to be tested. They are -
• H01- There is no progress in the Sentence formation (Speaking) abilities of learners between the Control group and Experimental Group.
• H02- There is no progress in the Pronunciation (Speaking) abilities of learners between the Control group and Experimental Group.
• H03- There is no progress in the Vocabulary (Speaking) abilities of learners between the Control group and Experimental Group.
Materials and methods
Idiom illustrations were employed based on the themes in the textbooks. These were used to improve their comprehension of the idioms and their speaking skills through sentence formation, pronunciation, and vocabulary activities. The statistical method employed for this study is mixed method ANOVA. It is a statistical analysis technique combining within-subjects (repeated measures) and between-subjects factors. It can be used when there is at least one within-subjects factor (e.g., multiple time points) and one between-subjects factor (e.g., different groups) and while comparing the effectiveness of a treatment over time between different groups (e.g., an experimental group vs. a control group). This method is employed when the data is normally distributed and the assumption is that the sphericity (for within-subjects factor) where the variances of the differences between all combinations of related groups (levels of the within-subjects factor) are equal. The homogeneity of variance (for between-subjects factor), where the variances between groups are approximately equal. 
The research design is a quasi-experimental research design. 
Purposive sampling was employed to take the sample population belonging to two different schools. A total of 160 students participated in the study with 80 belonging to each school. There were two groups, including the experimental and the control group with 40 students in each group. The Pre-test was administered for both groups, followed by the intervention and the post-test. A delayed post-test was administered after a period of 30 days. The data collection tools employed to collect the data were classroom observations and test papers to grade the student’s performance. The data analysis tool used to analyse the data was SPSS, which incorporated Mixed Methods of ANOVA and descriptive statistics.
DOI: 10.17632/zk8zr4k8wj.1
title: fuzzing-networked-software-data-and-scripts

description: This datased uses MITRE's Common Weakness Enumeration framework for vulnerability analysis to evaluate how efforts in gray-box fuzzing are paying off in terms of newly discovered vulnerabilities.

"cve_binner-0.0.0.tar.gz" is a small Python program that takes a GitHub project name (on the form <user>/<project>) as input and two things as output: i) registered CVEs related to the project and ii) Git commits related to gray-box fuzzing development activities. The output is stored as a .csv-file.

"data-and-plotscript.tar.gz" consists of ten .csv-files generated by "cve_binner" as well as a Python script to plot this data. The plot script can also be used to plot any data generated by "cve_binner".
The ten .csv-files come from software projects related to networking. From this data a notable finding was that some weakness types (as defined by CWE-1000) are not present.
DOI: 10.17632/zk8zr4k8wj.2
title: fuzzing-networked-software-data-and-scripts

description: # fuzzing_activity.db
This file consists of data mined using version 0.0.1 of cve-binner (https://gitlab.com/zluudg/cve-binner). It is a SQLite3 database with three tables: the first table is a list of software projects and the corresponding URLs for their source code repositories, the second is a list of CVE identifiers for vulnerabilities
related to the projects and the last table is a list of git-commits i.e. changes made to the projects' source code, essentially.

# make_plots.py
This file is a script for plotting data from "fuzzing_activity.db". It outputs a number of PDFs with plots showing how the projects' have evolved over time. It also outputs a number of tables that can be used with LaTeX.

# requirements.txt
This file is the list of external Python libraries that "make_plots.py" depends on. They need to be installed before "make_plots.py" can perform its job.
DOI: 10.17632/kkwgfvmtxn.1
title: Last-mile delivery route deviations dataset: planned vs. actual routes

description: Logistics companies use specialized optimization algorithms to plan delivery routes that minimize costs and distances. However, drivers frequently deviate from these planned routes based on their knowledge.

Dataset Overview: The dataset tracks last-mile delivery routes across two countries for a logistics company, given the planned stop sequence generated by routing software with the actual sequence followed by drivers. Each route also includes driver identification, arrival information, time windows, and distances between stops in planned and actual routes. Multiple stops may share the same location. Time values are encoded as differences from the earliest timestep in each route. Distances between stops are calculated using the Haversine formula.
DOI: 10.17632/ydtcybfpv6.1
title: Fossil Fuel Power Plants Data

description: This data set includes the operational data of 70 power plants in Turkey. The data covers the location, fuel type, average annual electricity consumption, cooling system type, average outdoor temperature, and annual water consumption data.
DOI: 10.15468/dl.jqm56x
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hydrogonium anceps (Cardot) Herzog & Nog."
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033367-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25378/janelia.24135486
title: Near-isotropic, reconstructed volume electron microscopy (FIB-SEM) of mouse liver acinus (jrc_mus-liver-zon-2)

description: <b>This acquisition is part of the CellMap 2024 Segmentation Challenge</b><b>Challenge DOI:</b> https://doi.org/10.25378/janelia.c.7456966<b>Challenge Website:</b> https://cellmapchallenge.janelia.org/<b>Sample: </b>Wild-type, 9 week old mouse, strain: C57BL/6 from Jackson Lab<b>Sample Description:</b> A dataset featuring isotropic 3D electron microscopy data of the mouse hepatic acinus. The sample was obtained from a wild-type 9 week old C57BL/6 mouse strain sourced from Jackson Laboratory. Mouse anesthesia was performed as IACUC guidelines. Perfusion fixation with glutaraldehyde and vibratome section. After room temperature reducing OTO staining, the sample was subject to dehydration, infiltration with graded ethanol and Durcupan resin, and polymerized in a 60°C oven. The sample was provided by Daniel Feliciano (HHMI/Janelia), stained and resin embedded by Wei-Ping Li (HHMI/Janelia), prepared for FIB-SEM imaging by Song Pang (HHMI/Janelia), and imaged by Wei Qiu (HHMI/Janelia). Post-processing was conducted by Eric Trautman and Stephan Preibisch (HHMI/Janelia).<b>Protocol:</b> Mouse anesthesia was performed as IACUC guidelines. Perfusion fixation with glutaraldehyde and vibratome section followed by room temperature reducing OTO staining. After dehydration and infiltration with graded ethanol and Durcupan resin, polymerize the sample in a 60°C oven.<b>Contributions:</b> Sample provided by Daniel Feliciano (HHMI/Janelia), stained and resin embedded by Wei-Ping Li (HHMI/Janelia), prepared for FIB-SEM imaging by Zhiyuan Lu (HHMI/Janelia), with imaging by Wei Qiu (HHMI/Janelia), and post-processing by Eric Trautman and Stephan Preibisch (HHMI/Janelia).<b>Acquisition ID:</b> jrc_mus-liver-zon-2<b>Voxel size (nm):</b> 8.0 x 8.0 x 8.0 (X, Y, Z)<b>Data dimensions (µm): </b>210 x 155.7 x 42 (X, Y, Z)<b>Imaging start date:</b> 2022-07-12<b>Imaging duration (days):</b> 110<b>Imaging current (nA)</b>: 3<b>Scanning speed (MHz): </b>6<b>Dataset URL: </b>s3://janelia-cosem-datasets/jrc_mus-liver-zon-2/jrc_mus-liver-zon-2.zarr/recon-1/em/<b>EM DOI</b>: https://doi.org/10.25378/janelia.24135486<b>Visualization Website</b>: https://openorganelle.janelia.org/datasets/jrc_mus-liver-zon-2<b>Publication: </b>Xu et al., 2017<br>
DOI: 10.25378/janelia.24135486.v1
title: Near-isotropic, reconstructed volume electron microscopy (FIB-SEM) of mouse liver acinus (jrc_mus-liver-zon-2)

description: <b>This acquisition is part of the CellMap 2024 Segmentation Challenge</b><b>Challenge DOI:</b> https://doi.org/10.25378/janelia.c.7456966<b>Challenge Website:</b> https://cellmapchallenge.janelia.org/<b>Sample: </b>Wild-type, 9 week old mouse, strain: C57BL/6 from Jackson Lab<b>Sample Description:</b> A dataset featuring isotropic 3D electron microscopy data of the mouse hepatic acinus. The sample was obtained from a wild-type 9 week old C57BL/6 mouse strain sourced from Jackson Laboratory. Mouse anesthesia was performed as IACUC guidelines. Perfusion fixation with glutaraldehyde and vibratome section. After room temperature reducing OTO staining, the sample was subject to dehydration, infiltration with graded ethanol and Durcupan resin, and polymerized in a 60°C oven. The sample was provided by Daniel Feliciano (HHMI/Janelia), stained and resin embedded by Wei-Ping Li (HHMI/Janelia), prepared for FIB-SEM imaging by Song Pang (HHMI/Janelia), and imaged by Wei Qiu (HHMI/Janelia). Post-processing was conducted by Eric Trautman and Stephan Preibisch (HHMI/Janelia).<b>Protocol:</b> Mouse anesthesia was performed as IACUC guidelines. Perfusion fixation with glutaraldehyde and vibratome section followed by room temperature reducing OTO staining. After dehydration and infiltration with graded ethanol and Durcupan resin, polymerize the sample in a 60°C oven.<b>Contributions:</b> Sample provided by Daniel Feliciano (HHMI/Janelia), stained and resin embedded by Wei-Ping Li (HHMI/Janelia), prepared for FIB-SEM imaging by Zhiyuan Lu (HHMI/Janelia), with imaging by Wei Qiu (HHMI/Janelia), and post-processing by Eric Trautman and Stephan Preibisch (HHMI/Janelia).<b>Acquisition ID:</b> jrc_mus-liver-zon-2<b>Voxel size (nm):</b> 8.0 x 8.0 x 8.0 (X, Y, Z)<b>Data dimensions (µm): </b>210 x 155.7 x 42 (X, Y, Z)<b>Imaging start date:</b> 2022-07-12<b>Imaging duration (days):</b> 110<b>Imaging current (nA)</b>: 3<b>Scanning speed (MHz): </b>6<b>Dataset URL: </b>s3://janelia-cosem-datasets/jrc_mus-liver-zon-2/jrc_mus-liver-zon-2.zarr/recon-1/em/<b>EM DOI</b>: https://doi.org/10.25378/janelia.24135486<b>Visualization Website</b>: https://openorganelle.janelia.org/datasets/jrc_mus-liver-zon-2<b>Publication: </b>Xu et al., 2017<br>
DOI: 10.15468/dl.nmjfw6
title: Occurrence Download

description: A dataset containing 15430 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "CoordinateUncertaintyInMeters 0.0-100600.0",
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "StateProvince is one of (ALaska, Yukon)",
 "TaxonKey is Soricomorpha",
 "Year 1980-2024"
 ]
}

 The dataset includes 15430 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033366-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25378/janelia.24128700
title: Near-isotropic, reconstructed volume electron microscopy (FIB-SEM) of mouse liver acinus (jrc_mus-liver-zon-1)

description: <b>This acquisition is part of the CellMap 2024 Segmentation Challenge</b><b>Challenge DOI:</b> https://doi.org/10.25378/janelia.c.7456966<b>Challenge Website:</b> https://cellmapchallenge.janelia.org/<b>Sample: </b>Wild-type, 9 week old mouse, strain: C57BL/6 from Jackson Lab<b>Sample Description: </b>A dataset featuring isotropic 3D electron microscopy data of the mouse hepatic acinus. The sample was obtained from a wild-type 9 week old C57BL/6 mouse strain sourced from Jackson Laboratory. Mouse anesthesia was performed as IACUC guidelines. Perfusion fixation with glutaraldehyde and vibratome section. After room temperature reducing OTO staining, the sample was subject to dehydration, infiltration with graded ethanol and Durcupan resin, and polymerized in a 60°C oven. The sample was provided by Daniel Feliciano (HHMI/Janelia), stained and resin embedded by Wei-Ping Li (HHMI/Janelia), prepared for FIB-SEM imaging by Song Pang (HHMI/Janelia), and imaged by Wei Qiu (HHMI/Janelia). Post-processing was conducted by Eric Trautman and Stephan Preibisch (HHMI/Janelia).<b>Protocol: </b>Mouse anesthesia was performed as IACUC guidelines. Perfusion fixation with glutaraldehyde and vibratome section followed by room temperature reducing OTO staining. After dehydration and infiltration with graded ethanol and Durcupan resin, polymerize the sample in a 60°C oven.<b>Contributions:</b> Sample provided by Daniel Feliciano (HHMI/Janelia), stained and resin embedded by Wei-Ping Li (HHMI/Janelia), prepared for FIB-SEM imaging by Song Pang (HHMI/Janelia), with imaging by Wei Qiu (HHMI/Janlia) and C. Shan Xu (HHMI/Janelia), and post-processing by Eric Trautman and Stephan Preibisch (HHMI/Janelia).<b>Acquisition ID:</b> jrc_mus-liver-zon-1<b>Voxel size (nm):</b> 8.0 x 8.0 x 8.0 (X, Y, Z)<b>Data dimensions (µm): </b>397.16 x 171.61 x 188.81 (x, y, z)<b>Imaging start date:</b> 2022-03-23<b>Imaging duration (days):</b> 100<b>Landing energy (eV): </b>1<b>Imaging current (nA): </b>3<b>Scanning speed (MHz): </b>4<b>Dataset URL: </b>s3://janelia-cosem-datasets/jrc_mus-liver-zon-1/jrc_mus-liver-zon-1.zarr/recon-1/em/<b>EM DOI</b>: https://doi.org/10.25378/janelia.24128700<b>Visualization Website</b>: https://openorganelle.janelia.org/datasets/jrc_mus-liver-zon-1<b>Publication: </b>Xu et al., 2017<br>
DOI: 10.25378/janelia.24128700.v1
title: Near-isotropic, reconstructed volume electron microscopy (FIB-SEM) of mouse liver acinus (jrc_mus-liver-zon-1)

description: <b>This acquisition is part of the CellMap 2024 Segmentation Challenge</b><b>Challenge DOI:</b> https://doi.org/10.25378/janelia.c.7456966<b>Challenge Website:</b> https://cellmapchallenge.janelia.org/<b>Sample: </b>Wild-type, 9 week old mouse, strain: C57BL/6 from Jackson Lab<b>Sample Description: </b>A dataset featuring isotropic 3D electron microscopy data of the mouse hepatic acinus. The sample was obtained from a wild-type 9 week old C57BL/6 mouse strain sourced from Jackson Laboratory. Mouse anesthesia was performed as IACUC guidelines. Perfusion fixation with glutaraldehyde and vibratome section. After room temperature reducing OTO staining, the sample was subject to dehydration, infiltration with graded ethanol and Durcupan resin, and polymerized in a 60°C oven. The sample was provided by Daniel Feliciano (HHMI/Janelia), stained and resin embedded by Wei-Ping Li (HHMI/Janelia), prepared for FIB-SEM imaging by Song Pang (HHMI/Janelia), and imaged by Wei Qiu (HHMI/Janelia). Post-processing was conducted by Eric Trautman and Stephan Preibisch (HHMI/Janelia).<b>Protocol: </b>Mouse anesthesia was performed as IACUC guidelines. Perfusion fixation with glutaraldehyde and vibratome section followed by room temperature reducing OTO staining. After dehydration and infiltration with graded ethanol and Durcupan resin, polymerize the sample in a 60°C oven.<b>Contributions:</b> Sample provided by Daniel Feliciano (HHMI/Janelia), stained and resin embedded by Wei-Ping Li (HHMI/Janelia), prepared for FIB-SEM imaging by Song Pang (HHMI/Janelia), with imaging by Wei Qiu (HHMI/Janlia) and C. Shan Xu (HHMI/Janelia), and post-processing by Eric Trautman and Stephan Preibisch (HHMI/Janelia).<b>Acquisition ID:</b> jrc_mus-liver-zon-1<b>Voxel size (nm):</b> 8.0 x 8.0 x 8.0 (X, Y, Z)<b>Data dimensions (µm): </b>397.16 x 171.61 x 188.81 (x, y, z)<b>Imaging start date:</b> 2022-03-23<b>Imaging duration (days):</b> 100<b>Landing energy (eV): </b>1<b>Imaging current (nA): </b>3<b>Scanning speed (MHz): </b>4<b>Dataset URL: </b>s3://janelia-cosem-datasets/jrc_mus-liver-zon-1/jrc_mus-liver-zon-1.zarr/recon-1/em/<b>EM DOI</b>: https://doi.org/10.25378/janelia.24128700<b>Visualization Website</b>: https://openorganelle.janelia.org/datasets/jrc_mus-liver-zon-1<b>Publication: </b>Xu et al., 2017<br>
DOI: 10.15468/dl.4t3veb
title: Occurrence Download

description: A dataset containing 4785 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "Geometry POLYGON((-7.12518 36.34174,-4.0264 36.34174,-4.0264 42.57917,-7.12518 42.57917,-7.12518 36.34174))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is CR",
 "Year 2016-2024"
 ]
}

 The dataset includes 4785 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033368-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.adv9yq
title: Occurrence Download

description: A dataset containing 1056 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hydrogonium arcuatum (Griff.) Wijk & Margad."
 ]
}

 The dataset includes 1056 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033369-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.23729/bd8acbb8-de2e-4918-af96-d0233e2404aa
title: SAFER SAGE SB05-06

description: SB05 and SB06 samples from SAFER SAGE. Results also included in https://www.bentonitedata.com/ Collective preview dataset at https://doi.org/10.23729/8b12faa6-0269-43ba-9ce6-1afd023869eb Preview dataset found at https://doi.org/10.23729/aadc207c-2c86-49e7-8486-a3245419c02b . To obtain data, please contact fairdata-pas@gtk.fi .
DOI: 10.6084/m9.figshare.28024397
title: Expression.xlsx

description: Relative expression levels of all genes of <i>Angelica Biserrata</i>
DOI: 10.6084/m9.figshare.28024397.v1
title: Expression.xlsx

description: Relative expression levels of all genes of <i>Angelica Biserrata</i>
DOI: 10.15468/dl.dc38gm
title: Occurrence Download

description: A dataset containing 167 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hydrogonium ehrenbergii (Lorentz) A.Jaeger"
 ]
}

 The dataset includes 167 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033374-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/z8xxgmw2rh.1
title: BIG-600K (Part 4)

description: Paper: BRIDGE: A Multi-organ Foundation Model for Bridging Histology Images to Spatial Transcriptomics
Authors: Zhuo Liang , Weiqin Zhao , Fuying Wang , Guangyong Chen , Yuanhua Huang , Lequan Yu
DOI: 10.17632/c37v6zs5vg.1
title: Ranking water utilities in a competitive scenario using two years information and DEA for absolute

description: Data for DEA for absolute with titled manuscript
DOI: 10.17632/c37v6zs5vg.2
title: Ranking water utilities in a competitive scenario using two years information and data envelopment analysis

description: Data for DEA for absolute with titled manuscript