cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.26413480
title: BON1 and QGP1 methylation data

description: QGP1 and BON1 cell line methylationEPIC array .idat files
DOI: 10.6084/m9.figshare.26413480.v1
title: BON1 and QGP1 methylation data

description: QGP1 and BON1 cell line methylationEPIC array .idat files
DOI: 10.15468/dl.ka88cm
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lycopsyllidae"
 ]
}

 The dataset includes 59 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043465-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t8udnw
title: Occurrence Download

description: A dataset containing 81 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Phragmotheca ecuadorensis W.S.Alverson"
 ]
}

 The dataset includes 81 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043468-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pxzgx8
title: Occurrence Download

description: A dataset containing 1476 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Human Observation)",
 "Geometry POLYGON((-116.28467 22.44924,-85.63968 -36.46516,-28.8633 -39.79098,-26.01261 -3.44459,-72.81155 35.99005,-116.28467 22.44924))",
 "TaxonKey is Polystachya foliosa (Hook.) Rchb.f."
 ]
}

 The dataset includes 1476 records from 152 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043467-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11142715
title: Timing matters: Late, but not early, exercise training ameliorates MASLD and modulates the gut-liver axis. Data part 3

description: 16S sequencing data from the second animal experiment from the aforementioned manuscript
DOI: 10.5281/zenodo.11142716
title: Timing matters: Late, but not early, exercise training ameliorates MASLD and modulates the gut-liver axis. Data part 3

description: 16S sequencing data from the second animal experiment from the aforementioned manuscript
DOI: 10.15468/dl.mm2xxn
title: Occurrence Download

description: A dataset containing 64 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-43.56017 -15.53701,-38.46986 -15.53701,-38.46986 -11.89869,-43.56017 -11.89869,-43.56017 -15.53701))",
 "TaxonKey is Ptilochaeta bahiensis Turcz."
 ]
}

 The dataset includes 64 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043471-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qn4a7r
title: Occurrence Download

description: A dataset containing 507 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Japan",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Trypoxylus dichotomus (Linnaeus, 1771)"
 ]
}

 The dataset includes 507 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043472-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13143782
title: Dynamic Nuclear Polarization Pulse Sequence Engineering using Single-Spin Vector Effective Hamiltonians

description: The repository contains background data for the paper "Dynamic Nuclear Polarization Pulse Sequence Engineering using Single-Spin Vector Effective Hamiltonians". This includeds files for experimental data, and plotting of these (Exp_data folder) and compiled code and input files for evaluation and non-linear optimization of pulse sequences (Non_linear_optimization_compiled_code folder).
DOI: 10.5281/zenodo.13143783
title: Dynamic Nuclear Polarization Pulse Sequence Engineering using Single-Spin Vector Effective Hamiltonians

description: The repository contains background data for the paper "Dynamic Nuclear Polarization Pulse Sequence Engineering using Single-Spin Vector Effective Hamiltonians". This includeds files for experimental data, and plotting of these (Exp_data folder) and compiled code and input files for evaluation and non-linear optimization of pulse sequences (Non_linear_optimization_compiled_code folder).
DOI: 10.15468/dl.gcfrz8
title: Occurrence Download

description: A dataset listing the 19 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Triplaris americana L."
 ]
}

 The dataset's 19 records were derived from 319 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043463-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13143953
title: Data for Unifying thermochemistry concepts in computational heterogeneous catalysis

description: Data and Jupyter notebooks for the preprint "Unifying thermochemistry concepts in computationalheterogeneous catalysis"
DOI: 10.5281/zenodo.13143954
title: Data for Unifying thermochemistry concepts in computational heterogeneous catalysis

description: Data and Jupyter notebooks for the preprint "Unifying thermochemistry concepts in computationalheterogeneous catalysis"
DOI: 10.15468/dl.243z2k
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ternstroemia washikiatii Cornejo & C.Ulloa"
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043475-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.radhn3
title: Occurrence Download

description: A dataset containing 457 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Distenia japonica Bates, 1873"
 ]
}

 The dataset includes 457 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043476-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13143716
title: Slip systems activity and grain boundary sliding investigation in zinc alloy

description: Data obtained during the investigation of slip system activity and grain boundary sliding in Zn-0.5Cu alloy.

Dataset contains RAW and processed EBSD data, SEM images, AFM data, and data analysis results in a form of Origin project data file.
description: This work was supported by the Polish National Science Centre, under Grant numbers: 2018/31/N/ST8/01062, and 2021/43/D/ST8/03183
DOI: 10.5281/zenodo.13143717
title: Slip systems activity and grain boundary sliding investigation in zinc alloy

description: Data obtained during the investigation of slip system activity and grain boundary sliding in Zn-0.5Cu alloy.

Dataset contains RAW and processed EBSD data, SEM images, AFM data, and data analysis results in a form of Origin project data file.
description: This work was supported by the Polish National Science Centre, under Grant numbers: 2018/31/N/ST8/01062, and 2021/43/D/ST8/03183
DOI: 10.15468/dl.wf9nnh
title: Occurrence Download

description: A dataset containing 4591 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is WII Herbarium Dataset"
 ]
}

 The dataset includes 4591 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043477-240626123714530/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.26405026
title: Data tables for HEB

description: This archive contains all files necessary to run related scripts on GitHub.
DOI: 10.6084/m9.figshare.26405026.v2
title: Data tables for HEB

description: This archive contains all files necessary to run related scripts on GitHub.
DOI: 10.34740/kaggle/dsv/9075055
title: Forex Exchange Rates Since 2004 (Updated Daily)
DOI: 10.6084/m9.figshare.26405026.v1
title: Data tables for HEB

description: This archive contains all files necessary to run related scripts on GitHub.
DOI: 10.15468/dl.225h53
title: Occurrence Download

description: A dataset containing 134 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Vallisneria natans (Lour.) H.Hara)",
 "HasCoordinate is true",
 "Year is greater than 1900",
 "CoordinateUncertaintyInMeters is less than or equal to 1e+06",
 "BasisOfRecord is one of (Observation, Human Observation, Material sample, Literature Occurrence, Specimen, Unknown evidence, Machine Observation)"
 ]
}

 The dataset includes 134 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043479-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4yr8jj
title: Occurrence Download

description: A dataset containing 419901 species occurrences available 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.11_2)",
 "TaxonKey is one of (Aves)"
 ]
 }
 ]
}

 The dataset includes 419901 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043469-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.skxpuf
title: Occurrence Download

description: A dataset containing 1611 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-22.12481 32.41677,41.54205 32.41677,41.54205 57.87262,-22.12481 57.87262,-22.12481 32.41677))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aceras anthropophorum (L.) R.Br."
 ]
}

 The dataset includes 1611 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043481-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13144079
title: Oral contraceptive timing dataset

description: Exercise and cognitive data for oral contraceptve (OC) and placebo (PLA) conditions
DOI: 10.5281/zenodo.13144080
title: Oral contraceptive timing dataset

description: Exercise and cognitive data for oral contraceptve (OC) and placebo (PLA) conditions
DOI: 10.15468/dl.s72jgd
title: Occurrence Download

description: A dataset containing 906 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((105.30563 -6.43762,104.73449 -6.84078,105.76477 -7.82626,109.76831 -8.3974,113.49748 -8.75576,114.63974 -8.94613,114.90851 -8.72216,114.50536 -8.44219,114.46056 -8.21822,114.52776 -8.00544,114.66774 -7.87106,114.48856 -7.5127,114.06301 -7.44551,113.18951 -7.40071,112.94314 -6.90797,111.98005 -6.23605,110.63621 -6.01207,106.47029 -5.36255,105.99995 -5.85529,105.30563 -6.43762))",
 "TaxonKey is Orthetrum sabina (Drury, 1773)"
 ]
}

 The dataset includes 906 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043482-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q7b8em
title: Occurrence Download

description: A dataset listing the 658 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is DEMNA-DNE : Exotic plant occurrences in Wallonia"
 ]
}

 The dataset's 658 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043473-240626123714530/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.26413669
title: Supplemental_Excel_File_Proteomic_data.xlsx

description: This file contains the original dataset we used for proteomic analysis and the results of the different comparisons between groups, including the pathway enrichment analysis (PEA)
DOI: 10.6084/m9.figshare.26413669.v1
title: Supplemental_Excel_File_Proteomic_data.xlsx

description: This file contains the original dataset we used for proteomic analysis and the results of the different comparisons between groups, including the pathway enrichment analysis (PEA)
DOI: 10.15468/dl.3r79cz
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ptilochaeta bahiensis Turcz."
 ]
}

 The dataset's 1 records were derived from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043474-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/u5koun
title: Taiwanese IUCN species list

description: The Red List of Threatened Species, published by International Union for Conservation of Nature (IUCN), lists the conservation status of a representative selection of plant and animal species according to the level of threat to their survival. A species may have a limited distribution or be found only in a small area in a country. From the point of view of biodiversity, however, the extinction of any species can prompt a global impact. Therefore, the related information of an endangered species should be recognized and its conservation effort be executed.

IUCN estimates that there are 20,000 endangered species. The catalogue of life, Taiwan (TaiCOL) lists 592 species in vulnerable (VU) or higher levels. The scientific name (including author and year), synonyms, assessment level, and other information of these species are also included in the database. Taiwan, even the whole world, needs to actively promote the conservation work of these species. Through Taiwan Biodiversity Information Facility (TaiBIF), the information of Taiwan’s endangered species can be shared and exchanged with other GBIF participants. Users can use keywords to link to other websites with relevant information. All these efforts are to draw the world's attention to the conservation issue of endangered animals and plants.
DOI: 10.5281/zenodo.11125676
title: Timing matters: Late, but not early, exercise training ameliorates MASLD in part by modulating the gut-liver axis in mice. Part 1

description: This includes the first 50 samples of the experiment 16S sequencing of the aforementioned manuscript. The rest of the samples can be found in part 2, experiment 2 can be found in part 3.
DOI: 10.5281/zenodo.11125677
title: Timing matters: Late, but not early, exercise training ameliorates MASLD in part by modulating the gut-liver axis in mice. Part 1

description: This includes the first 50 samples of the experiment 16S sequencing of the aforementioned manuscript. The rest of the samples can be found in part 2, experiment 2 can be found in part 3.
DOI: 10.5281/zenodo.13137586
title: Wheat Powdery Mildew Image Dataset

description: The dataset consists of wheat leaf images collected using a mobile phone, specifically focused on capturing diseased areas. These images are annotated with labels indicating the presence of diseases, suitable for training and testing a YOLO (You Only Look Once) object detection model. The labeled dataset aims to enable the model to accurately identify and classify diseased regions in similar images.

Description of the data and file structure

1. Images Folder:





Structure: The Images folder contains three subfolders: train, test, and val. Each subfolder contains image files in formats such as JPEG or PNG.






train: Contains images used for training the YOLO model.




test: Contains images used for testing the model's performance.




val: Contains images used for validating the model during training, helping to tune hyperparameters and prevent overfitting.




2. Labels Folder:





Structure: The Labels folder mirrors the structure of the Images folder, with subfolders named train, test, and val. Each subfolder contains YOLO-format label files.






train: Contains label files corresponding to the training images.




test: Contains label files for the testing images.




val: Contains label files for the validation images.




3. YOLO Label Format:





Contents: Each label file corresponds to an image and contains information in the YOLO format, which includes:






Class ID: An integer representing the class label (e.g., a specific disease).




Bounding Box Coordinates: Four numbers representing the center x, center y, width, and height of the bounding box, all normalized between 0 and 1.




File Naming Convention: The label files are named identically to their corresponding images, except for the file extension (e.g., image1.jpg and image1.txt).




4. Usage and Application:





Model Training and Validation: The dataset can be used to train and validate YOLO object detection models. The clear separation into train, test, and validation sets supports robust model evaluation and helps prevent data leakage.




Model Testing: The test set is used to evaluate the model's performance on unseen data, providing an unbiased measure of its generalization capability.




Model Tuning: The validation set helps fine-tune model parameters and assess performance during the training process.
DOI: 10.5281/zenodo.13137587
title: Wheat Powdery Mildew Image Dataset

description: The dataset consists of wheat leaf images collected using a mobile phone, specifically focused on capturing diseased areas. These images are annotated with labels indicating the presence of diseases, suitable for training and testing a YOLO (You Only Look Once) object detection model. The labeled dataset aims to enable the model to accurately identify and classify diseased regions in similar images.

Description of the data and file structure

1. Images Folder:





Structure: The Images folder contains three subfolders: train, test, and val. Each subfolder contains image files in formats such as JPEG or PNG.






train: Contains images used for training the YOLO model.




test: Contains images used for testing the model's performance.




val: Contains images used for validating the model during training, helping to tune hyperparameters and prevent overfitting.




2. Labels Folder:





Structure: The Labels folder mirrors the structure of the Images folder, with subfolders named train, test, and val. Each subfolder contains YOLO-format label files.






train: Contains label files corresponding to the training images.




test: Contains label files for the testing images.




val: Contains label files for the validation images.




3. YOLO Label Format:





Contents: Each label file corresponds to an image and contains information in the YOLO format, which includes:






Class ID: An integer representing the class label (e.g., a specific disease).




Bounding Box Coordinates: Four numbers representing the center x, center y, width, and height of the bounding box, all normalized between 0 and 1.




File Naming Convention: The label files are named identically to their corresponding images, except for the file extension (e.g., image1.jpg and image1.txt).




4. Usage and Application:





Model Training and Validation: The dataset can be used to train and validate YOLO object detection models. The clear separation into train, test, and validation sets supports robust model evaluation and helps prevent data leakage.




Model Testing: The test set is used to evaluate the model's performance on unseen data, providing an unbiased measure of its generalization capability.




Model Tuning: The validation set helps fine-tune model parameters and assess performance during the training process.
DOI: 10.34740/kaggle/dsv/9075099
title: Full TMDB Movies Dataset 2024 (1M Movies)
DOI: 10.15468/dl.5xyamu
title: Occurrence Download

description: A dataset listing the 4016902 species recorded in GBIF matching the query:
{
 "OccurrenceStatus" : [
 "is Present"
 ]
}

 The dataset's 4016902 records were derived from 75242 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043470-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11127375
title: Timing matters: Late, but not early, exercise training ameliorates MASLD in part by modulating the gut-liver axis in mice. Part 2

description: This submission contains the remaining samples of the 16S sequencing of the experiment 1 of the aforementioned manuscipt. The first part of the samples of experiment 1 can be found in part 1. The samples from experiment 2 can be found in part 3.
DOI: 10.5281/zenodo.11127376
title: Timing matters: Late, but not early, exercise training ameliorates MASLD in part by modulating the gut-liver axis in mice. Part 2

description: This submission contains the remaining samples of the 16S sequencing of the experiment 1 of the aforementioned manuscipt. The first part of the samples of experiment 1 can be found in part 1. The samples from experiment 2 can be found in part 3.
DOI: 10.6084/m9.figshare.26406328.v1
title: Anisoptera respiration

description: Respiratory experiment
DOI: 10.15468/dl.y2rfz8
title: Occurrence Download

description: A dataset containing 103 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((106.62708 -5.52207,105.02787 -6.42909,107.17607 -8.60116,111.75891 -8.38634,113.93098 -8.79211,115.62567 -8.93533,116.00758 -8.02831,114.07419 -6.07105,108.2263 -5.90397,106.62708 -5.52207))",
 "TaxonKey is Philautus aurifasciatus (Schlegel, 1837)"
 ]
}

 The dataset includes 103 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043484-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tdxzdm
title: Occurrence Download

description: A dataset containing 342768 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Latvia)",
 "BasisOfRecord is one of (Observation, Human Observation, Material sample, Literature Occurrence, Specimen, Unknown evidence, Machine Observation)",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2020",
 "HasCoordinate is true"
 ]
}

 The dataset includes 342768 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043466-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/9075119
title: BBC Burmese News rss
DOI: 10.14272/kpgpiqkekaeahm-uhfffaoysa-n/chmo0000470.1
title: mass spectrometry (MS) (2-chloro-3-phenylquinoxaline)
title: InChI=1S/C14H9ClN2/c15-14-13(10-6-2-1-3-7-10)16-11-8-4-5-9-12(11)17-14/h1-9H

description: dataset for mass spectrometry (MS)
DOI: 10.14272/kpgpiqkekaeahm-uhfffaoysa-n/chmo0000593.1
title: 1H nuclear magnetic resonance spectroscopy (1H NMR) (2-chloro-3-phenylquinoxaline)
title: InChI=1S/C14H9ClN2/c15-14-13(10-6-2-1-3-7-10)16-11-8-4-5-9-12(11)17-14/h1-9H

description: dataset for 1H nuclear magnetic resonance spectroscopy (1H NMR)