cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/h88-6hz-wbq
title: Gastropoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qhw-ms8-qpc
title: Nerita costata Gmelin, 1791

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/06g-96z-mdx
title: Steromphala umbilicaris (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gmj-drq-ygb
title: Cymbulia Péron & Lesueur, 1810

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/je0-3v6-hlg
title: Monodonta labio (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jtp-rt5-0k3
title: Calliostoma laugieri (Payraudeau, 1826)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9xx-t2c-kxa
title: Micrelenchus purpureus (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6t0-n1c-snx
title: Granata imbricata (Lamarck, 1816)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ctw-xkf-yjf
title: Fulguropsis spirata (Lamarck, 1816)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/97s-xey-ppv
title: Vexilla vexillum (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hml-ta4-n0k
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/my5-vll-8lr
title: Varicorbula gibba (Olivi, 1792)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/plx-0fb-zc4
title: Haustrum haustorium (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9tz-kgf-e3y
title: Spongiobranchaea australis A. d'Orbigny, 1836

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d05-kh7-bcg
title: Acanthina monodon (Pallas, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fjj-kyt-zwr
title: Patelloida saccharina (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kcl-kxm-vs1
title: Reishia luteostoma (Holten, 1802)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tnd-g9h-m3s
title: Cellana denticulata (Martyn, 1784)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xng-7aj-fym
title: Clio pyramidata Linnaeus, 1767

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bsf-hpa-xsr
title: Clio pyramidata Linnaeus, 1767

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x9a-p9s-0mc
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kp1-jv0-vre
title: Gastropoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8j1-sgk-t88
title: Rissoina angasii Pease, 1872

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/76h-bcs-3wf
title: Clio piatkowskii van der Spoel, Schalk & Bleeker, 1992

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b9h-52g-tx2
title: Phorcus turbinatus (Born, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bll-g79-32t
title: Corolla Dall, 1871

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s73-1ld-djl
title: Poromya granulata (Nyst & Westendorp, 1839)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8lt-hfl-ecq
title: Cronia aurantiaca (Hombron & Jacquinot, 1848)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w4w-6rt-xsj
title: Oxychilus cellarius (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yk6-alz-jr1
title: Steromphala umbilicalis (da Costa, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2st-15j-3b7
title: Umbonium giganteum (Lesson, 1832)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d7c-azj-mky
title: Xenophora Fischer von Waldheim, 1807

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8fm-bvc-9v3
title: Umbonium Link, 1807

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ypr-l5v-as5
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.7as8p8
title: Occurrence Download

description: A dataset containing 988 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-109.3117 27.41015, -108.8117 27.41015, -108.8117 27.91015, -109.3117 27.91015, -109.3117 27.41015))",
 "KingdomKey is Plantae",
 "HasCoordinate is true"
 ]
}

 The dataset includes 988 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005438-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/4xv-4v1-zly
title: Clithon oualaniense (Lesson, 1831)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d8h-lw2-5we
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kgg-551-2q1
title: Leucozonia nassa (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/818-shg-3ze
title: Gastropoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/td7-c56-7tt
title: Chicoreus capucinus (Lamarck, 1822)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3c2-vfl-gb4
title: Tectarius Valenciennes, 1832

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gt0-4pm-b3v
title: Stramonita haemastoma (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/38l-bcn-l32
title: Diodora viridula (Lamarck, 1822)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jlk-b1e-rfg
title: Cymbulia peronii Blainville, 1818

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gmv-l8z-rxv
title: Macroschisma compressum A. Adams, 1851

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k8c-zl8-hf2
title: Nerita plicata Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xyy-5a6-wcs
title: Abra longicallus (Scacchi, 1835)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pvz-cz9-4al
title: Clanculus scabrosus (R. A. Philippi, 1850)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wap-jvk-h2b
title: Clypeolum owenianum (W. Wood, 1828)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5pp-96w-hv7
title: Clio piatkowskii van der Spoel, Schalk & Bleeker, 1992

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c7g-505-2x2
title: Collonista Iredale, 1918

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cdj-pzh-gks
title: Notobranchaea macdonaldi Pelseneer, 1886

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/72b-x60-k5t
title: Trophonopsis muricata (Montagu, 1803)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8c5-wsc-lxm
title: Clio pyramidata Linnaeus, 1767

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3l1-0dy-4jk
title: Neritina pulligera (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qdy-kcr-k09
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9km-qml-ht9
title: Columbella mercatoria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ca7-5x7-skc
title: Clithon oualaniense (Lesson, 1831)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1p4-np0-4y5
title: Colubraria obscura (Reeve, 1844)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sjw-8ac-1w0
title: Similipecten similis (Laskey, 1811)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n0w-k8t-cdh
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/14b-fff-s20
title: Clio pyramidata Linnaeus, 1767

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sha-k5s-w8a
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5c4-xhr-bwe
title: Haliotis tuberculata Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w50-8dl-fck
title: Goodingia varicosa (Schepman, 1909)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2qm-t1y-qbk
title: Cavolinia globulosa J. E. Gray, 1850

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rll-frk-d7y
title: Viviparus contectus (Millet, 1813)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/86w-ya4-qmj
title: Cellana testudinaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9rf-j90-qjw
title: Turbo saxosus W. Wood, 1828

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/haz-3j8-ndr
title: Tricolia picta (da Costa, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vgx-vv0-c8s
title: Cerithium eburneum Bruguière, 1792

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nhs-gz2-x27
title: Vittina variegata (Lesson, 1831)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.35pa8d
title: Occurrence Download

description: A dataset containing 759085 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Pakistan",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 759085 records from 992 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005423-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/8fwwjpm79y.12
title: ShinyFMBN, a Shiny app to access FoodMicrobionet

description: This data set contains the ShinyFMBN app and the FoodMicrobionet database v5.1.2
The ShinyFMBN app allows you to access FoodMicrobionet 5, a repository of data on food microbiome studies including data for both bacteria and fungi. To run the app you need to install R and R Studio. Data are available in R (.rds) format. The FoodMicrobionet database and related scripts are available on GitHub (https://github.com/ep142/FoodMicrobionet)

This compressed folder contains folder shiny_FMBN_4_light: contains the app folder, the runShinyFMBN_4.R script (a R script to install all needed packages and run the app) and the app manual in .html format
Note that an online version of the app is also available at ttps://ep142.shinyapps.io/ShinyFMBN_4_light/
DOI: 10.17632/bsr2vzhrzr
title: Custom Dataset for "Plant Species and Disease Detection using Deep Learning on Plant Images Captured in Realistic Natural Field Conditions."

description: This dataset (Plant Species and Disease Detection using Deep
Learning on Plant Images Captured in Realistic
Natural Field Conditions) presents a robust and efficient deep
learning-based approach for plant species disease identification
using images captured in realistic, natural field conditions. With the rising global population and increasing demand for food
production, crop losses due to plant diseases pose a significant
threat to food security. Traditional disease detection methods,
which often rely on human expertise, are time-consuming, laborintensive, and prone to bias. Deep learning offers a promising alternative, achieving high accuracy in plant disease detection tasks. However, many existing models are trained on datasets collected under controlled conditions, which fail to capture realworld complexities such as variable lighting, occlusions, and diverse natural backgrounds.
To address this gap, a custom dataset comprising 9,469 images
was created, containing four plant species—grapes, groundnuts,
guava, and soybean—captured directly in natural field environments.
A total of seven convolutional neural network (CNN)
architectures were trained: Basic CNN, ResNet18, ResNet50,
GoogleNet, InceptionV3, Xception65p, and EfficientNet V2 S.
Among these, ResNet18, ResNet50, GoogLeNet, InceptionV3,
and Xception65p achieved notably high accuracy. The proposed
system enhances robustness in species classification and disease
diagnosis under diverse environmental conditions, contributing
to sustainable and scalable agricultural practices.
Keywords— Precision Agriculture, Deep Learning, Artificial
Intelligence, Plant Disease Detection, Species Classification, Computer
Vision.

A new dataset has been custom-built for this research
project. The dataset comprises of 9,469 images, containing
four plant species grapes, groundnuts, guava, and soybean
captured directly in natural field environments. All images
captured in actual field environments under varying natural
conditions.

1. Total Images: 9469
2. Plant Species Covered: Grapes, Groundnut, Guava, and
 Soybean
3. Original Dataset Size: Approximately 48 GB
4. Dataset Size after resizing: 5.04 GB
5. New Image Resolution after resizing: 2000 x 1126
6. Environmental Variations: Images have been collected
 under diverse lighting conditions (e.g., afternoon,
 evening) and weather situations (e.g., cloudy, rainy, and
 windy), making the dataset more representative of realworld
 scenarios.
DOI: 10.17632/bsr2vzhrzr.1
title: Custom Dataset for "Plant Species and Disease Detection using Deep Learning on Plant Images Captured in Realistic Natural Field Conditions."

description: This dataset (Plant Species and Disease Detection using Deep
Learning on Plant Images Captured in Realistic
Natural Field Conditions) presents a robust and efficient deep
learning-based approach for plant species disease identification
using images captured in realistic, natural field conditions. With the rising global population and increasing demand for food
production, crop losses due to plant diseases pose a significant
threat to food security. Traditional disease detection methods,
which often rely on human expertise, are time-consuming, laborintensive, and prone to bias. Deep learning offers a promising alternative, achieving high accuracy in plant disease detection tasks. However, many existing models are trained on datasets collected under controlled conditions, which fail to capture realworld complexities such as variable lighting, occlusions, and diverse natural backgrounds.
To address this gap, a custom dataset comprising 9,469 images
was created, containing four plant species—grapes, groundnuts,
guava, and soybean—captured directly in natural field environments.
A total of seven convolutional neural network (CNN)
architectures were trained: Basic CNN, ResNet18, ResNet50,
GoogleNet, InceptionV3, Xception65p, and EfficientNet V2 S.
Among these, ResNet18, ResNet50, GoogLeNet, InceptionV3,
and Xception65p achieved notably high accuracy. The proposed
system enhances robustness in species classification and disease
diagnosis under diverse environmental conditions, contributing
to sustainable and scalable agricultural practices.
Keywords— Precision Agriculture, Deep Learning, Artificial
Intelligence, Plant Disease Detection, Species Classification, Computer
Vision.

A new dataset has been custom-built for this research
project. The dataset comprises of 9,469 images, containing
four plant species grapes, groundnuts, guava, and soybean
captured directly in natural field environments. All images
captured in actual field environments under varying natural
conditions.

1. Total Images: 9469
2. Plant Species Covered: Grapes, Groundnut, Guava, and
 Soybean
3. Original Dataset Size: Approximately 48 GB
4. Dataset Size after resizing: 5.04 GB
5. New Image Resolution after resizing: 2000 x 1126
6. Environmental Variations: Images have been collected
 under diverse lighting conditions (e.g., afternoon,
 evening) and weather situations (e.g., cloudy, rainy, and
 windy), making the dataset more representative of realworld
 scenarios.
DOI: 10.15468/dl.b6bmrb
title: Occurrence Download

description: A dataset containing 266 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lethe dura"
 ]
}

 The dataset includes 266 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005209-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/46cjgdb8k6
title: Chronic GVHD has similar or worse impact on skin-specific quality of life than autoimmune connective tissue diseases: a cross-sectional study

description: Supplemental figures to support JAAD publication: Chronic GVHD has similar or worse impact on skin-specific quality of life than autoimmune connective tissue diseases: a cross-sectional study

Supplemental figure 1. Sensitivity analysis of skin-specific quality of life in chronic graft-versus-host disease subtypes (epidermal, sclerotic, and combination) compared to dermatomyositis and cutaneous lupus erythematosus. Multivariate linear regression models adjusted for age, sex, and race demonstrate Skindex-29 scores were on average worse in epidermal and combination cGVHD compared to DM while there was no statistical difference for sclerotic cGVHD. This difference was clinically significant in total and subscale scores aside from the symptom subscale for combination disease. Skindex-29 scores were not statistically different in epidermal or combination cGVHD compared to CLE while total, symptom, and emotion scores were on average worse with clinically significant differences in CLE compared to sclerotic cGVHD. Point estimates have similar trends to primary analysis with wider confidence intervals due to smaller sample size per group. 

Supplemental figure 2. Sensitivity analysis of skin-specific quality of life in chronic graft-versus-host disease compared to dermatomyositis and cutaneous lupus erythematosus adjusting for clinical disease severity. Multivariate linear regression models comparing ssQoL in DM (n=332), CLE (n=85), and a subgroup of cGVHD in which clinical disease severity grading was available (n=35). When adjusting for disease severity, CLE had worse ssQOL in total score and emotion subscales in addition to the symptom subscale compared to cGVHD, which were clinically significant. Point estimates overall have similar trends to primary analysis with wider confidence intervals due to smaller sample size per group. Disease severity was measured by NIH Skin Score (0-3) with mild = 1, moderate/severe ≥2, Cutaneous Lupus Erythematosus Disease Area and Severity Index (0-100) with mild ≤14, moderate/severe &gt; 14, and Cutaneous Lupus Erythematosus Disease Area and Severity Index (0-70) with mild ≤ 9, moderate/severe &gt; 9.
DOI: 10.17632/46cjgdb8k6.3
title: Chronic GVHD has similar or worse impact on skin-specific quality of life than autoimmune connective tissue diseases: a cross-sectional study

description: Supplemental figures to support JAAD publication: Chronic GVHD has similar or worse impact on skin-specific quality of life than autoimmune connective tissue diseases: a cross-sectional study

Supplemental figure 1. Sensitivity analysis of skin-specific quality of life in chronic graft-versus-host disease subtypes (epidermal, sclerotic, and combination) compared to dermatomyositis and cutaneous lupus erythematosus. Multivariate linear regression models adjusted for age, sex, and race demonstrate Skindex-29 scores were on average worse in epidermal and combination cGVHD compared to DM while there was no statistical difference for sclerotic cGVHD. This difference was clinically significant in total and subscale scores aside from the symptom subscale for combination disease. Skindex-29 scores were not statistically different in epidermal or combination cGVHD compared to CLE while total, symptom, and emotion scores were on average worse with clinically significant differences in CLE compared to sclerotic cGVHD. Point estimates have similar trends to primary analysis with wider confidence intervals due to smaller sample size per group. 

Supplemental figure 2. Sensitivity analysis of skin-specific quality of life in chronic graft-versus-host disease compared to dermatomyositis and cutaneous lupus erythematosus adjusting for clinical disease severity. Multivariate linear regression models comparing ssQoL in DM (n=332), CLE (n=85), and a subgroup of cGVHD in which clinical disease severity grading was available (n=35). When adjusting for disease severity, CLE had worse ssQOL in total score and emotion subscales in addition to the symptom subscale compared to cGVHD, which were clinically significant. Point estimates overall have similar trends to primary analysis with wider confidence intervals due to smaller sample size per group. Disease severity was measured by NIH Skin Score (0-3) with mild = 1, moderate/severe ≥2, Cutaneous Lupus Erythematosus Disease Area and Severity Index (0-100) with mild ≤14, moderate/severe &gt; 14, and Cutaneous Lupus Erythematosus Disease Area and Severity Index (0-70) with mild ≤ 9, moderate/severe &gt; 9.