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

description: A dataset containing 3372 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is one of (CHN.18_1, CHN.23_1, CHN.10_1, CHN.27_1, TWN.7_1, CHN.15_1, CHN.31_1, CHN.4_1, CHN.24_1, CHN.6_1, CHN.7_1, CHN.9_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is one of (Pelecanus onocrotalus Linnaeus, 1758, Pelecanus philippensis Gmelin, 1789, Pelecanus crispus Bruch, 1832, Microcarbo pygmaeus (Pallas, 1773), Microcarbo niger (Vieillot, 1817), Urile urile (J.F.Gmelin, 1789), Urile pelagicus (Pallas, 1811), Phalacrocorax capillatus (Temminck & Schlegel, 1849), Phalacrocorax carbo (Linnaeus, 1758))",
 "Year 2020-2024"
 ]
}

 The dataset includes 3372 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063765-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rgcj3v
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((147.540802 -33.002548, 147.540802 -33.009286, 147.538556 -33.009286, 147.538556 -33.018269, 147.543048 -33.018269, 147.543048 -33.016023, 147.547539 -33.016023, 147.547539 -33.013777, 147.552031 -33.013777, 147.552031 -33.004794, 147.547539 -33.004794, 147.547539 -33.002548, 147.540802 -33.002548))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063768-240626123714530/datasets/export for details.
DOI: 10.15468/dl.bdnh7s
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON (((147.316222 -33.004794, 147.316222 -33.009286, 147.318468 -33.009286, 147.318468 -33.004794, 147.316222 -33.004794)), ((147.318468 -33.009286, 147.318468 -33.011531, 147.322959 -33.011531, 147.322959 -33.013777, 147.327451 -33.013777, 147.327451 -33.011531, 147.325205 -33.011531, 147.325205 -33.009286, 147.318468 -33.009286)))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063770-240626123714530/datasets/export for details.
DOI: 10.15468/dl.hsvf65
title: Occurrence Download

description: A dataset containing 98964 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-180 -90, 180 -90, 180 90, -180 90, -180 -90))",
 "Depth is greater than or equal to 0m",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 },
 "TaxonKey is Cheloniidae",
 "CoordinateUncertaintyInMeters is less than 1e+05"
 ]
}

 The dataset includes 98964 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063769-240626123714530/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.26550805.v1
title: Additional file 3 of Polygenic risk of paclitaxel-induced peripheral neuropathy: a genome-wide association study

description: Additional file 3: Table S3. Candidate SNPs derived from previously reported associations.
DOI: 10.15468/dl.sf74q7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((148.551412 -33.004794, 148.551412 -33.00704, 148.553657 -33.00704, 148.553657 -33.009286, 148.558149 -33.009286, 148.558149 -33.004794, 148.551412 -33.004794))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063772-240626123714530/datasets/export for details.
DOI: 10.6084/m9.figshare.26550829
title: Additional file 1 of What evidence exists of crop plants response to exposure to static magnetic and electromagnetic fields? A systematic map protocol

description: Additional file 1. ROSES form for systematic map protocol.
DOI: 10.15468/dl.jq9ny4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((147.525081 -33.002548, 147.525081 -33.004794, 147.52059 -33.004794, 147.52059 -33.00704, 147.516098 -33.00704, 147.516098 -33.011531, 147.52059 -33.011531, 147.52059 -33.016023, 147.525081 -33.016023, 147.525081 -33.018269, 147.529573 -33.018269, 147.529573 -33.011531, 147.531819 -33.011531, 147.531819 -33.009286, 147.529573 -33.009286, 147.529573 -33.004794, 147.531819 -33.004794, 147.531819 -33.002548, 147.525081 -33.002548))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063774-240626123714530/datasets/export for details.
DOI: 10.6084/m9.figshare.26550802
title: Additional file 2 of Polygenic risk of paclitaxel-induced peripheral neuropathy: a genome-wide association study

description: Additional file 2: Table S1. Annotation of SNPs using Ensembl Variant Predictor platform.
DOI: 10.15468/dl.r85a57
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((147.897884 -33.009286, 147.897884 -33.011531, 147.902376 -33.011531, 147.902376 -33.009286, 147.897884 -33.009286))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063775-240626123714530/datasets/export for details.
DOI: 10.15468/dl.vfmj96
title: Occurrence Download

description: A dataset containing 2771 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Microphis Kaup, 1853"
 ]
}

 The dataset includes 2771 records from 140 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063777-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sp5s37
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((148.722092 -33.009286, 148.722092 -33.011531, 148.724338 -33.011531, 148.724338 -33.009286, 148.722092 -33.009286))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063776-240626123714530/datasets/export for details.
DOI: 10.6084/m9.figshare.26550901
title: Additional file 1 of Identification of fish species through tRNA-based primer design

description: . Additional file 1. Fish Barcode.
DOI: 10.6084/m9.figshare.26550901.v1
title: Additional file 1 of Identification of fish species through tRNA-based primer design

description: . Additional file 1. Fish Barcode.
DOI: 10.6084/m9.figshare.26551003.v1
title: Additional file 2 of Genome-wide differential DNA methylation analysis of MDA-MB-231 breast cancer cells treated with curcumin derivatives, ST08 and ST09

description: Additional file 2. List of genes up/down regulated and having hypo/hyper-methylated promoters post ST08 and ST09 treatment.
DOI: 10.6084/m9.figshare.26550919
title: Additional file 2 of Spatial variation and inequities in antenatal care coverage in Kenya, Uganda and mainland Tanzania using model-based geostatistics: a socioeconomic and geographical accessibility lens

description: Additional file 2: District level estimates for ANC4+ across equity stratifiers.
DOI: 10.6084/m9.figshare.26551030
title: Additional file 1 of Construction and validation of prognostic signature for hepatocellular carcinoma basing on hepatitis B virus related specific genes

description: Additional file 1. Table S1 The 106 overlapped DEGs.
DOI: 10.6084/m9.figshare.26551030.v1
title: Additional file 1 of Construction and validation of prognostic signature for hepatocellular carcinoma basing on hepatitis B virus related specific genes

description: Additional file 1. Table S1 The 106 overlapped DEGs.
DOI: 10.6084/m9.figshare.26536351
title: Example data

description: Dataset for the example code provided in the ShotgunCSP package. Available on GitHub: https://github.com/TsumiNa/ShotgunCSP.
DOI: 10.15468/dl.8mv2c8
title: Occurrence Download

description: A dataset containing 106 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Mycerinus A.C.Sm."
 ]
}

 The dataset includes 106 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063778-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vevmfw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((147.531819 -33.013777, 147.531819 -33.018269, 147.534065 -33.018269, 147.534065 -33.013777, 147.531819 -33.013777))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063782-240626123714530/datasets/export for details.
DOI: 10.6084/m9.figshare.26551033.v1
title: Additional file 2 of Construction and validation of prognostic signature for hepatocellular carcinoma basing on hepatitis B virus related specific genes

description: Additional file 2. Table S2 The detailed functional enrichment results.
DOI: 10.15468/dl.tsy557
title: Occurrence Download

description: A dataset containing 1714 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Myrcia fenzliana O.Berg"
 ]
}

 The dataset includes 1714 records from 115 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063779-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p8uxz4
title: Occurrence Download

description: A dataset containing 51520 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Cambodia",
 "Geometry POLYGON((102.3549 13.47706,102.68654 13.47706,102.69262 13.39187,102.75651 13.41621,102.98471 13.3584,103.13988 13.4223,103.3985 13.37361,103.41371 13.54096,103.40458 13.64136,103.43197 13.74177,103.42892 13.86651,103.44109 13.91519,103.39545 13.94258,103.32852 14.02777,103.27071 13.96387,103.20682 13.95475,103.17639 13.99126,103.20377 14.10383,103.09424 14.11904,103.03035 14.24379,102.94211 14.20119,102.90864 14.08862,102.90864 14.03081,102.82345 13.99126,102.78046 13.94408,102.7413 13.83304,102.70881 13.80311,102.6658 13.76349,102.55571 13.71134,102.52349 13.67375,102.58309 13.61398,102.53136 13.57138,102.32447 13.57442,102.3549 13.47706))",
 "License is one of (CC-BY-NC 4.0, CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 51520 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063781-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tj9c8p
title: Occurrence Download

description: A dataset containing 2009 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Geometry POLYGON((9.7 51.5,9.8 51.5,9.8 51.56,9.7 51.56,9.7 51.5))",
 "Geometry POLYGON((8 50,10 50,10 52,8 52,8 50))"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Perdix perdix (Linnaeus, 1758)"
 ]
}

 The dataset includes 2009 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063783-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zz7jh4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((147.228636 -33.020515, 147.228636 -33.02276, 147.230882 -33.02276, 147.230882 -33.020515, 147.228636 -33.020515))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063784-240626123714530/datasets/export for details.
DOI: 10.15468/dl.926qva
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Rusbya Britton"
 ]
}

 The dataset includes 13 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063785-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jt5ezx
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Malaysia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Rhododendron burttii P.Woods"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063786-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10839526
title: COCO dataset and neural network weights for micro-FTIR particle detection on filters.

description: The IMPTOX project has received funding from the EU's H2020 framework programme for research and innovation under grant agreement n. 965173. Imptox is part of the European MNP cluster on human health.

More information about the project here.

Description: This repository includes the trained weights and a custom COCO-formatted dataset used for developing and testing a Faster R-CNN R_50_FPN_3x object detector, specifically designed to identify particles in micro-FTIR filter images.

Contents:





Weights File (neuralNetWeights_V3.pth):



Format: .pth

Description: This file contains the trained weights for a Faster R-CNN model with a ResNet-50 backbone and a Feature Pyramid Network (FPN), trained for 3x schedule. These weights are specifically tuned for detecting particles in micro-FTIR filter images.





Custom COCO Dataset (uFTIR_curated_square.v5-uftir_curated_square_2024-03-14.coco-segmentation.zip):



Format: .zip

Description: This zip archive contains a custom COCO-formatted dataset, including JPEG images and their corresponding annotation file. The dataset consists of images of micro-FTIR filters with annotated particles.

Contents:



Images: JPEG format images of micro-FTIR filters.

Annotations: A JSON file in COCO format providing detailed annotations of the particles in the images.



Management: The dataset can be managed and manipulated using the Pycocotools library, facilitating easy integration with existing COCO tools and workflows.




Applications: The provided weights and dataset are intended for researchers and practitioners in the field of microscopy and particle detection. The dataset and model can be used for further training, validation, and fine-tuning of object detection models in similar domains.

Usage Notes:



The neuralNetWeights_V3.pth file should be loaded into a PyTorch model compatible with the Faster R-CNN architecture, such as Detectron2.

The contents of uFTIR_curated_square.v5-uftir_curated_square_2024-03-14.coco-segmentation.zip should be extracted and can be used with any COCO-compatible object detection framework for training and evaluation purposes.

Code can be found on the related Github repository.
DOI: 10.5281/zenodo.10839527
title: COCO dataset and neural network weights for micro-FTIR particle detection on filters.

description: The IMPTOX project has received funding from the EU's H2020 framework programme for research and innovation under grant agreement n. 965173. Imptox is part of the European MNP cluster on human health.

More information about the project here.

Description: This repository includes the trained weights and a custom COCO-formatted dataset used for developing and testing a Faster R-CNN R_50_FPN_3x object detector, specifically designed to identify particles in micro-FTIR filter images.

Contents:





Weights File (neuralNetWeights_V3.pth):



Format: .pth

Description: This file contains the trained weights for a Faster R-CNN model with a ResNet-50 backbone and a Feature Pyramid Network (FPN), trained for 3x schedule. These weights are specifically tuned for detecting particles in micro-FTIR filter images.





Custom COCO Dataset (uFTIR_curated_square.v5-uftir_curated_square_2024-03-14.coco-segmentation.zip):



Format: .zip

Description: This zip archive contains a custom COCO-formatted dataset, including JPEG images and their corresponding annotation file. The dataset consists of images of micro-FTIR filters with annotated particles.

Contents:



Images: JPEG format images of micro-FTIR filters.

Annotations: A JSON file in COCO format providing detailed annotations of the particles in the images.



Management: The dataset can be managed and manipulated using the Pycocotools library, facilitating easy integration with existing COCO tools and workflows.




Applications: The provided weights and dataset are intended for researchers and practitioners in the field of microscopy and particle detection. The dataset and model can be used for further training, validation, and fine-tuning of object detection models in similar domains.

Usage Notes:



The neuralNetWeights_V3.pth file should be loaded into a PyTorch model compatible with the Faster R-CNN architecture, such as Detectron2.

The contents of uFTIR_curated_square.v5-uftir_curated_square_2024-03-14.coco-segmentation.zip should be extracted and can be used with any COCO-compatible object detection framework for training and evaluation purposes.

Code can be found on the related Github repository.
DOI: 10.15468/dl.bezbg4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((147.228636 -33.025006, 147.228636 -33.031744, 147.22639 -33.031744, 147.22639 -33.033989, 147.233127 -33.033989, 147.233127 -33.036235, 147.237619 -33.036235, 147.237619 -33.025006, 147.235373 -33.025006, 147.235373 -33.027252, 147.233127 -33.027252, 147.233127 -33.025006, 147.228636 -33.025006), (147.233127 -33.027252, 147.233127 -33.029498, 147.230882 -33.029498, 147.230882 -33.027252, 147.233127 -33.027252))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063787-240626123714530/datasets/export for details.
DOI: 10.6084/m9.figshare.26551174
title: Additional file 2 of Medical students’ perception of changes in assessments implemented during the COVID-19 pandemic

description: Additional file 2
DOI: 10.15468/dl.yu2aeh
title: Occurrence Download

description: A dataset containing 83546 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "GadmGid is CHN.23_1",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 83546 records from 224 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063780-240626123714530/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.26551312.v1
title: Additional file 1 of Frequency, types, and factors associated with complementary and alternative medicine use among patients on maintenance haemodialysis

description: Additional file 1.
DOI: 10.6084/m9.figshare.26551525.v1
title: Additional file 1 of Intranuclear inclusions in muscle biopsy can differentiate oculopharyngodistal myopathy and oculopharyngeal muscular dystrophy

description: Additional file 1: Table S1. Information about the detailed clinical findings in all patients.
DOI: 10.15468/dl.3vtpdh
title: Occurrence Download

description: A dataset containing 2672 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((9.72514 51.51628,9.80685 51.51583,9.8 51.56,9.72327 51.55118,9.72514 51.51628))"
 ]
}

 The dataset includes 2672 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063788-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15131/shef.data.24632322.v2
title: Overhead Line Virtual Test Track Supplementary Data.

description: Overhead line geometry dataset for a virtual test track configuration for investigating the dynamic performance of train pantographs and overhead line systems with discrete features including height transitions and overlaps.These data are to accompany the publication on this research.Data are stored in Excel format (two tabs), with the same data in CSV format for each of dropper and tension lengths.
DOI: 10.6084/m9.figshare.26362609.v1
title: The annotation of <i>Diptychus maculatus</i>

description: The scaly osman (<i>Diptychus maculatus</i>) is a cold-water fish endemic to China and considered rare. Due to its reproductive characteristics and environmental threats, it was designated a Class II protected species in 2021.