cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/3m7gjpjm35.1
title: GuavaLeafVision: A Labeled Dataset of Guava Leaf Diseases for Image-Based Detection

description: This dataset supports research in plant pathology and computer vision by providing a labeled image collection of guava leaf diseases, captured under real-world agricultural conditions. The original dataset includes 1,050 high-resolution images representing seven categories: Caterpillars, Cutting Weevil, Die Back, Healthy, Mealybug Pests, Red Rust, and Yellow Spot. Each class contains 150 images, ensuring class balance.
The images were captured using two high-end smartphones (Samsung Galaxy S21+ and iPhone 11) in two guava gardens in Ashulia, Savar, Dhaka, Bangladesh. The original images have a resolution of 3024x4032 pixels, later resized to 480x480 for initial processing.

To enhance generalizability and model robustness, the dataset was augmented using the following techniques:
 • Image Resizing: All images resized to 224x224 pixels.
 • Normalization: Pixel values scaled to the [0, 1] range.
 • Data Augmentation: Applied rotation, shearing, and flipping to increase variability and simulate real-life conditions.
This augmentation expanded the dataset to 8,400 images, increasing the sample size and representation of disease diversity. It is ideal for training and evaluating deep learning models for plant disease classification, particularly in resource-constrained and agro-environmental contexts.

Number of Classes: 7
Original Images: 1,050
Augmented Images: 8,400
Total Images: 9,450
Image Format (Original): .jpg
Image Format (Augmented): .png
Dimensions: 480x480 (Original)
Dimensions: 224x224 (Augmented)
DOI: 10.17632/cd72ysdp29.2
title: Intercellular communication between hepatic stellate cells and myofibroblasts mediated by osteopontin and FGF18 promotes liver fibrosis. Seki et al

description: Seki et al Figure 1.
1D, 1E, 1F, RNA-seq data

Seki et al Figure 2.
2B, counted cell numbers
2C, 2D, qPCR
2E, 2F, ELISA
2G, qPCR

Seki et al Figure 3.
3A, 3B, 3C, 3D, 3E, qPCR

Seki et al Figure 4.
4B, 4D, 4F, 4H, conuted cell numbers

Seki et al Figure 6.
6A, 6B, 6C, 6D, qPCR

Seki et al Figure S1.
S1A, S1B, S1C, RNA-seq data
DOI: 10.17632/pny4px3nnk.1
title: Data for Study of Clustering and Precipitation Behavior in a Mg-Zn-Ca Alloy by Atom Probe Tomography

description: These are the atom probe tomography (APT) analysis data, including .pos and .analysisset, for the paper titled "Study of Clustering and Precipitation Behavior in a Mg-Zn-Ca Alloy by Atom Probe Tomography". The data can be opened with AP Suite from CAMECA.
DOI: 10.17632/mbpypwvxdh
title: Lycium barbarum polysaccharides maintain mouse sperm capacitation via modulating posttranslational signals of GSK-3 phosphorylation_Original Western Blot

description: Original Western Blot
DOI: 10.17632/mbpypwvxdh.1
title: Lycium barbarum polysaccharides maintain mouse sperm capacitation via modulating posttranslational signals of GSK-3 phosphorylation_Original Western Blot

description: Original Western Blot
DOI: 10.3535/y56-xf8-rc0
title: Gemmabryum dichotomum (Hedw.) J.R. Spence & H.P. Ramsay

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/z2c-bkv-lnp
title: Tortula acaulon (With.) R.H. Zander

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/mwm-pzm-tgc
title: Aloina aloides (W.D.J. Koch ex Schultz) Kindb.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/zv9-7k0-jsl
title: Aloina aloides (W.D.J. Koch ex Schultz) Kindb.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/14b-nd7-96a
title: Aloina aloides (W.D.J. Koch ex Schultz) Kindb.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/y9s-xf7-teb
title: Aloina aloides (W.D.J. Koch ex Schultz) Kindb.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.15468/dl.hp42n8
title: Occurrence Download

description: A dataset containing 8897 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Neogobius melanostomus",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8897 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0085837-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j9m8m3
title: Occurrence Download

description: A dataset containing 2443 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Neogobius melanostomus",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2443 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0085836-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qec5kg
title: Occurrence Download

description: A dataset containing 1703 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Alophoixus frater)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 1703 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078056-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n6kra4
title: Occurrence Download

description: A dataset containing 6643 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Bombus vagans Smith, 1854"
 ]
}

 The dataset includes 6643 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009435-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nrrcau
title: Occurrence Download

description: A dataset containing 3269 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Bombus ternarius Say, 1837"
 ]
}

 The dataset includes 3269 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004648-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pvw6ps
title: Occurrence Download

description: A dataset containing 13027 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Bombus terricola Kirby, 1837"
 ]
}

 The dataset includes 13027 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009433-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rbmzjm
title: Occurrence Download

description: A dataset containing 29994 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Bombus bifarius Cresson, 1879"
 ]
}

 The dataset includes 29994 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009442-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s2z6bp
title: Occurrence Download

description: A dataset containing 10880 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Bombus mixtus Cresson, 1879"
 ]
}

 The dataset includes 10880 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011536-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sja3wz
title: Occurrence Download

description: A dataset containing 16186 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Bombus pensylvanicus (De Geer, 1773)"
 ]
}

 The dataset includes 16186 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009426-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t8aty1
title: Occurrence Download

description: A dataset containing 2155 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Bombus sitkensis Nylander, 1848"
 ]
}

 The dataset includes 2155 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009431-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tkrwr2
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Bombus franklini (Frison, 1921)"
 ]
}

 The dataset includes 13 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004643-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.udlaww
title: Occurrence Download

description: A dataset containing 6556 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Bombus bimaculatus Cresson, 1863"
 ]
}

 The dataset includes 6556 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009419-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vfslne
title: Occurrence Download

description: A dataset containing 2405 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Bombus auricomus (Robertson, 1903)"
 ]
}

 The dataset includes 2405 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009415-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wnzgp3
title: Occurrence Download

description: A dataset containing 726 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Bombus vandykei (Frison, 1927)"
 ]
}

 The dataset includes 726 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004640-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wukgas
title: Occurrence Download

description: A dataset containing 3253 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Bombus morrisoni Cresson, 1879"
 ]
}

 The dataset includes 3253 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004652-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xw49pp
title: Occurrence Download

description: A dataset containing 4554 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Bombus centralis Cresson, 1864"
 ]
}

 The dataset includes 4554 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004650-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ylafrb
title: Occurrence Download

description: A dataset containing 7866 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Bombus griseocollis (De Geer, 1773)"
 ]
}

 The dataset includes 7866 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004658-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ypq4ft
title: Occurrence Download

description: A dataset containing 996 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Bombus fraternus (Smith, 1854)"
 ]
}

 The dataset includes 996 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047882-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zwwqvq
title: Occurrence Download

description: A dataset containing 1656 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Bombus californicus Smith, 1854"
 ]
}

 The dataset includes 1656 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004665-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cm6zhq
title: Occurrence Download

description: A dataset containing 195259 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gesneriaceae"
 ]
}

 The dataset includes 195259 records from 307 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000117-150204170955391/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7dsrm9
title: Occurrence Download

description: A dataset containing 3139 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Myzus persicae (Sulzer, 1776)"
 ]
}

 The dataset includes 3139 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0338700-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10959880
title: LLMDA Dataset
DOI: 10.5281/zenodo.10844194
title: patchdb for llmda
DOI: 10.5281/zenodo.11002999
title: Transcriptomics characterization of Psoriaris, Atopic dermatitis and Pityriasis Rubra Pilaris
DOI: 10.15468/dl.m7tdym
title: Occurrence Download

description: A dataset containing 31865 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Rodentia"
 ]
}

 The dataset includes 31865 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078986-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10971502
title: CCL20 expression in human keratinocytes upon cytokine, pro-inflammatory, and UV stimuli.
DOI: 10.5281/zenodo.10966907
title: Human keratinocytes transcriptional response to IL1B stimulation.
DOI: 10.15468/dl.2zrgdj
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Apicia remorta Dyar, 1918",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007617-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3bkghf
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mydas annularis Gerstaecker, 1868"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006423-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4zmrfu
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Aztecatopse amorimi Hiuerta & Haenni, 2016",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006491-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6hl6dy
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Onthotrupes herbeus (Jekel, 1865)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 54 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005110-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6qhfn5
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Richia aphronus Dyar, 1910"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007789-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6s9hx0
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Sonorarctia nundar Dyar, 1907",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 21 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007281-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7wdb0l
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Copestylum alberlena Marcos-García & Pérez-Bañón, 2002",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006520-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.83wyk9
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Thrassis fotas (Jordan, 1925)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 16 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008944-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9currt
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aeschropteryx marciana Druce, 1891"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007615-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9jjqgw
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Calosoma laevigatum laevigatum"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005081-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9kefe1
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Orchopeas neotomae (Augustson, 1943)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 18 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008943-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aq7jnd
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Mydrosoma bohartorum Michener, 1986",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004666-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.awi9rc
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Holomelina polyphron Druce, 1894",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 20 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007282-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.axkzcj
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Foxella macgregori Barrera, 1953",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 26 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008942-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bldizq
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Lejops mexicanus (Macquart, 1842)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 14 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006494-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.