cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.8nrjhp
title: Occurrence Download

description: A dataset containing 220 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((80.73987 27.89088, 80.81818 27.89088, 80.81818 27.99262, 80.73987 27.99262, 80.73987 27.89088))",
 "Year is greater than or equal to 2013",
 "HasGeospatialIssue is false",
 "TaxonKey is Aves",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 220 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018643-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14027730
title: QCA-2024-SCC-JB41131 R&D data

description: Project Code: QCA-2024-SCC-JB41131.This project is classified as CONFIDENTIAL. All information, data, and results associated with this project are strictly restricted to authorized personnel only. Any dissemination, distribution, or copying of the project details is strictly prohibited without prior approval from the project lead and the university's Office of Research Compliance.
DOI: 10.5281/zenodo.14027731
title: QCA-2024-SCC-JB41131 R&D data

description: Project Code: QCA-2024-SCC-JB41131.This project is classified as CONFIDENTIAL. All information, data, and results associated with this project are strictly restricted to authorized personnel only. Any dissemination, distribution, or copying of the project details is strictly prohibited without prior approval from the project lead and the university's Office of Research Compliance.
DOI: 10.15468/dl.3rybn2
title: Occurrence Download

description: A dataset containing 242866 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((75.72709 10.90317, 76.24672 10.90317, 76.24672 11.35123, 75.72709 11.35123, 75.72709 10.90317))",
 "Year is greater than or equal to 2013",
 "HasGeospatialIssue is false",
 "TaxonKey is Aves",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 242866 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018644-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.57n8q9
title: Occurrence Download

description: A dataset containing 8649 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Dioscorea Plum. ex L."
 ]
}

 The dataset includes 8649 records from 121 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018646-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2ne4p6
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is Russian Federation",
 "GadmGid is one of (RUS.18_1, RUS.9_1, RUS.83_1)",
 "OccurrenceStatus is Present",
 "TaxonKey is Canis familiaris Linnaeus, 1758"
 ]
}

 The dataset includes 29 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018647-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3sgcwt
title: Occurrence Download

description: A dataset listing the 83 species recorded in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "GadmGid is one of (COL.2.42_2, COL.2.125_2)",
 "TaxonKey is one of (Mammalia)"
 ]
 }
 ]
}

 The dataset's 83 records were derived from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018645-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.27505410
title: Scheduling Optimization for Autoclave Molding: Single Batch Processing Machine Scheduling with Release Dates and Time Windows

description: This is the experimental data for the manuscript entitled "Scheduling Optimization for Autoclave Molding: Single Batch Processing Machine Scheduling with Release Dates and Time Windows." All data were generated through computer simulation and saved in CSV format. The dataset consists of thirty-two instances with various data types. The information in the dataset includes job_id, height, width, processing time, release date, and time window.
DOI: 10.6084/m9.figshare.27505410.v1
title: Scheduling Optimization for Autoclave Molding: Single Batch Processing Machine Scheduling with Release Dates and Time Windows

description: This is the experimental data for the manuscript entitled "Scheduling Optimization for Autoclave Molding: Single Batch Processing Machine Scheduling with Release Dates and Time Windows." All data were generated through computer simulation and saved in CSV format. The dataset consists of thirty-two instances with various data types. The information in the dataset includes job_id, height, width, processing time, release date, and time window.
DOI: 10.6084/m9.figshare.25903786
title: <b>Medical students’ perception on the impact of mock Objective Structured Clinical Examination (OSCE) on final examination performance.</b>

description: <b>Medical students’ perception on the impact of mock Objective Structured Clinical Examination (OSCE) on final examination performance.</b>
DOI: 10.15468/dl.4tmua5
title: Occurrence Download

description: A dataset containing 109 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Observation, Machine Observation, Specimen, Fossil, Living Specimen, Occurrence evidence)",
 "Continent is Asia",
 "Country is one of (China, Chinese Taipei)",
 "TaxonKey is Quercus serrata Thunb."
 ]
}

 The dataset includes 109 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018649-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11635057
title: Arctique - Review version

description: This is the review version of the dataset introduced in the NeurIPS 2024 submission "Arctique: An Artificial Histopathological Dataset Unifying Realism and Controllability for Uncertainty Quantification." It contains 3,426 images along with their corresponding instance and semantic masks. The full dataset, comprising 50,000 images and masks, will be published upon acceptance.

The Arctique dataset is split into training and test sets and variations, each containing the following directories:

The images directory contains all synthetically generated images stored as PNG files. Each image has a resolution of 512x512 pixels with RGB channels and is named "img_<ID>", where <ID> is a unique integer identifier for each image.

The masks directory includes subdirectories containing various masks related to the images. Note that all semantic masks appear as black images when viewed with a standard image viewer. This is because the cell type IDs, ranging from 1 to 6, are used as greyscale values, which appear dark in the images.



cytoplasm: Contains 2D semantic masks for the cell cytoplasm. Each mask corresponds to an image named "<ID>.tif", where "<ID>" is the identifier for that image. The mask file is named using the same identifier.

instance_3d: Contains a directory for each image, named "<ID>. Inside each directory, there is a 3D stack numpy file representing the instance IDs in a 3D volumetric array. Additionally, it includes a sequence of 2D instance segmentation masks, named "slice_<ID>_<slice_count>.png", each representing equidistant slices through the 3D volume along the depth axis.

instance: Contains 2D instance masks for the cell nuclei. Each mask corresponds to an image named "<ID>.tif", and the mask file is named with the same identifier.

semantic: Contains 2D semantic masks for the cell nuclei. Similar to the instance masks, each mask corresponds to an image named "<ID>.tif", with the mask file named using the same identifier.


The metadata directory contains JSON metadata files named "metadata_<ID>" for each image. Each JSON file includes a list of Python dictionaries, one for each cell object visible in the image. Consider submission appendix F for a detailed explanation of each dictionary.

The parameters directory contains JSON files named "parameters_<ID>", which detail the parameters used to generate each image. Each JSON file is a Python dictionary with all the parameter values necessary to reproduce the scene. Consider submission appendix F for a detailed explanation of each parameter.
DOI: 10.5281/zenodo.14006101
title: Training datasets for "Multi-purpose controllable protein generation via prompted language models"

description: The datasets used to tune modular prompts of PROPEND fall into three main categories based on their design objectives: tertiary structure, secondary structure, and functional annotation.
DOI: 10.5281/zenodo.14006102
title: Training datasets for "Multi-purpose controllable protein generation via prompted language models"

description: The datasets used to tune modular prompts of PROPEND fall into three main categories based on their design objectives: tertiary structure, secondary structure, and functional annotation.
DOI: 10.15468/dl.5w9j3f
title: Occurrence Download

description: A dataset containing 2440305 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Denmark",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than 50000",
 "Year is 2022",
 "DecimalLongitude is greater than or equal to 7.0",
 "DecimalLongitude is less than or equal to 15.5",
 "DecimalLatitude is greater than or equal to 54.5",
 "DecimalLatitude is less than or equal to 58.0"
 ]
}

 The dataset includes 2440305 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018648-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.27506826
title: <b>Code and data for: Click beetles (Elateridae) identify conservation units in Oriental and European beech forests</b>

description: Beech trees form major parts of lowland temperate forests in the Western Palearctic. To protect biodiversity, many beech forests have been designated as World Heritage Sites or established as networks of beech forest reserves. However, the insect communities within these protected forests have not been well explored. In this study, elaterids (Elateridae, Coleoptera) in 26 beech forests, from France in the west to Iran in the east, were sample to identify conservation clusters and hotspots of biodiversity. Sampling was mostly carried out using window traps and all specimens were identified to the species level, resulting in the detection of 118 species including one previously unreported species. Community composition analyses that focused on rare species identified five clusters comprising distinct communities: (i) the Hyrcanian Forest in Iran, (ii) the Lesser Caucasus in Türkiye, Georgia and Armenia, (iii) the Greater Caucasus in Georgia, (iv) the Pyrenees and (v) a cluster made up of forests from Central Europe, the Balkan region and the Carpathians. After controlling for sampling effort (individuals), the highest richness was found in the Caucasus region. The proportion of endemics was highest in the Oriental beech forests of the Caucasus and in Hyrcanian forests. Our findings support calls for intensified conservation actions in beech forests, particularly those in the Caucasus region and in Hyrcanian forests, due to their unique fauna.
DOI: 10.15468/dl.g7hhgm
title: Occurrence Download

description: A dataset containing 109 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Chinese Taipei)",
 "Issue is one of (Coordinate rounded, Geodetic datum invalid, Geodetic datum assumed WGS84, Country coordinate mismatch, Country invalid, Country derived from coordinates, Continent derived from country, Continent derived from coordinates, Recorded date mismatch, Recorded date invalid, The scientific name ID was not used in backbone matching, The taxon ID was not used in backbone matching, Occurrence status inferred from individual count, Institution match none, Collection match none, Institution match fuzzy, Collection match fuzzy, Different owner institution)",
 "OccurrenceStatus is Present",
 "TaxonKey is Quercus serrata Thunb."
 ]
}

 The dataset includes 109 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018650-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14027440
title: OpenFF: Lipid21 & CHARMM36 Analyses
DOI: 10.5281/zenodo.14027441
title: OpenFF: Lipid21 & CHARMM36 Analyses
DOI: 10.6084/m9.figshare.25688703
title: Data and codes for X-SSHM

description: The data and code for manuscript: An explainable spatial interpolation method considering spatial stratified heterogeneity.Due to data protection restrictions, we are unable to share the soil organic matter data publicly. However, mock data with the same data structure, attributes, and data types are provided for demonstration purposes.A step-by-step instruction titled 'Instruction for X-SSHM.docx' is provided (../ex2/Instruction for X-SSHM.docx), utilizing mock data and images to illustrate expected findings.Notice: The research utilized several codes written by Ning Liu (2024): Geographically weighted regression (https://www.mathworks.com/matlabcentral/fileexchange/81011-geographically-weighted-regression, Copyright (c) 2020, Ning Liu) retrieved April 14, 2024. via MATLAB Central File Exchange. Ning Liu is not affiliated with this research.
DOI: 10.6084/m9.figshare.25688703.v3
title: Data and codes for X-SSHM

description: The data and code for manuscript: An explainable spatial interpolation method considering spatial stratified heterogeneity.Due to data protection restrictions, we are unable to share the soil organic matter data publicly. However, mock data with the same data structure, attributes, and data types are provided for demonstration purposes.A step-by-step instruction titled 'Instruction for X-SSHM.docx' is provided (../ex2/Instruction for X-SSHM.docx), utilizing mock data and images to illustrate expected findings.Notice: The research utilized several codes written by Ning Liu (2024): Geographically weighted regression (https://www.mathworks.com/matlabcentral/fileexchange/81011-geographically-weighted-regression, Copyright (c) 2020, Ning Liu) retrieved April 14, 2024. via MATLAB Central File Exchange. Ning Liu is not affiliated with this research.
DOI: 10.15468/dl.qcxwxg
title: Occurrence Download

description: A dataset containing 587820 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((115.7 39.4,117.4 39.4,117.4 41.6,115.7 41.6,115.7 39.4))"
 ]
}

 The dataset includes 587820 records from 235 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018651-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ctpqqq
title: Occurrence Download

description: A dataset containing 1340 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Chinese Taipei)",
 "Issue is one of (Coordinate rounded, Geodetic datum invalid, Geodetic datum assumed WGS84, Country invalid, Continent derived from country, Continent derived from coordinates, Recorded date invalid, The scientific name ID was not used in backbone matching, The taxon concept ID was not used in backbone matching, The taxon ID was not used in backbone matching, Ambiguous institution, Collection match none, Institution match fuzzy)",
 "OccurrenceStatus is Present",
 "TaxonKey is Quercus serrata var. brevipetiolata (A.DC.) Nakai"
 ]
}

 The dataset includes 1340 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018653-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48623/aperta.274037
title: Türkiye'De Bilimsel Araştırma Ve Yayın Etiğine Aykırılığın Hukuki Rejimi

description: Bilim, bilimsel araştırmalar ve yayınlarla insanlığa yön veren önemli alanlardan birisidir. Etiğin konusu, iyi ve doğru gibi değerlere ilişkin kurallardır. Mesleklerle ilgili iyi ve doğru gibi değerlere ilişkin kurallar da meslek etiği olarak adlandırılır. Bilim etiği, bilimin iyi ve doğru uygulamalarını konu edinen bir meslek etiğidir. Bilim etiği kurallarının devlet gücü ile uygulanır hale gelmesi durumunda, hukuk kurallarından söz edilebilecektir. Böylece bilim etiğinin hukuki rejimi ortaya çıkmış olacaktır. Bilim özgürlüğü Anayasada temel insan haklarından birisi olarak koruma altına alınmıştır. Bunun yanında akademisyenler ve üniversiteler için akademik özgürlük de Anayasada düzenlenmiştir. Bilim etiğinde birçok etik ihlal kuralları belirlenmiştir. İntihal bilim etiğinin temelini oluşturan en ağır etik ihlallerden birisidir. Yazarlık ve eserlerle ilgili olan bu durum Fikir ve Sanat Eserleri Kanununda yer almaktadır. İntihalin yanında başka bilim etiği ihlalleri de bulunmaktadır. Bunlar da Yükseköğretim Kanununda düzenlenmiştir. Bilim etiğinin ihlal edilmesi halinde cezai, hukuki ve idari yaptırımlar uygulanabilmektedir. İdari disiplin yaptırımların uygulanabilmesi için etik kurulların etik ihlal tespiti incelemesi yapması gerekmektedir.
DOI: 10.34740/kaggle/dsv/9785286
title: ⏳ endoflife.date database (duckdb)
DOI: 10.15468/dl.hcxg87
title: Occurrence Download

description: A dataset containing 18507 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhinella horribilis (Wiegmann, 1833)"
 ]
}

 The dataset includes 18507 records from 221 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018654-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xnytje
title: Occurrence Download

description: A dataset containing 30119 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Incilius nebulifer (Girard, 1854)"
 ]
}

 The dataset includes 30119 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018655-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5519/qd.snp3yngn
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (8 records)
DOI: 10.15468/dl.ebcvng
title: Occurrence Download

description: A dataset containing 205 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Barisia ciliaris (Smith, 1942)"
 ]
}

 The dataset includes 205 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018657-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.86zean
title: Occurrence Download

description: A dataset containing 11650 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dryophytes eximius (Baird, 1854)"
 ]
}

 The dataset includes 11650 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018656-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14027318
title: FSVNet
DOI: 10.5281/zenodo.14027319
title: FSVNet
DOI: 10.15468/dl.v2tc4s
title: Occurrence Download

description: A dataset containing 2545665 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Denmark",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than 50000",
 "Year is 2023",
 "DecimalLongitude is greater than or equal to 7.0",
 "DecimalLongitude is less than or equal to 15.5",
 "DecimalLatitude is greater than or equal to 54.5",
 "DecimalLatitude is less than or equal to 58.0"
 ]
}

 The dataset includes 2545665 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018652-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nkmeah
title: Occurrence Download

description: A dataset containing 175 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aedes aegypti (Linnaeus, 1762)",
 "Country is Cuba",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 175 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018658-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tzh5my
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aedes aegypti (Linnaeus, 1762)",
 "Country is Timor-Leste",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018659-241024112534372/datasets/export for details.
DOI: 10.15468/dl.h8rnkm
title: Occurrence Download

description: A dataset containing 228 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aedes aegypti (Linnaeus, 1762)",
 "Country is Viet Nam",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 228 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018660-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9rqbrz
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aedes aegypti (Linnaeus, 1762)",
 "Country is Philippines",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 66 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018661-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wfe545
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cisticola exilis erythrocephalus Blyth, 1851"
 ]
}

 The dataset includes 38 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018662-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.