cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/8jxjpb9rpv
title: Translesion synthesis DNA polymerase gene expression is impacted by age and IGF-1 in epidermal human skin

description: Geriatric individuals are at an elevated risk of developing skin cancer. Prior studies have shown the skin of older individuals to be slower at removing UV photoproducts from DNA, which suggests that their skin may be more dependent on the use of translesion synthesis (TLS) DNA polymerases to replicate unrepaired UV photolesions. In this work, the expression of TLS DNA polymerases was examined in the epidermis of young adult and geriatric adults. Though significant differences were not observed between 12 young and 12 geriatric adults (study 1), we noted a correlation between increased TLS polymerase expression and lower collagen 1A1 expression among the geriatric samples. Because TLS polymerase expression may be affected by UV radiation, we performed a second study in which we obtained biopsies from young and geriatric adults, exposed the biopsy to UV radiation, and then incubated the biopsies for 24 hours before gene expression analysis. mRNA levels of POLI, POLK, and REV1 were elevated in UVB-irradiated geriatric skin relative to young adult skin. Furthermore, based on prior studies linking low insulin-like growth factor (IGF-1) production with altered responses to UV radiation, we performed work with cultured HaCaT cells in vitro and geriatric skin ex vivo in which we modulated IGF-1 signaling. We found that treatment of HaCaT cells with an IGF-1 receptor antagonist lead to a stronger UVB-dependent induction of several TLS polymerases. Moreover, injection of geriatric skin biopsies with IGF-1 was associated with a reduced UVB-dependent induction of REV1 at the mRNA level. Thus, future studies should consider TLS polymerase expression as a contributor to mutagenesis and skin cancer risk in older adults.
DOI: 10.3535/t4j-81b-eem
title: Cuphea sessiliflora A. St.-Hil.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/4zx-nld-jpv
title: Octomeria grandiflora Lindl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/8ml-1ea-5z8
title: Solanum lanceolatum Cav.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.17632/8jxjpb9rpv.1
title: Translesion synthesis DNA polymerase gene expression is impacted by age and IGF-1 in epidermal human skin

description: Geriatric individuals are at an elevated risk of developing skin cancer. Prior studies have shown the skin of older individuals to be slower at removing UV photoproducts from DNA, which suggests that their skin may be more dependent on the use of translesion synthesis (TLS) DNA polymerases to replicate unrepaired UV photolesions. In this work, the expression of TLS DNA polymerases was examined in the epidermis of young adult and geriatric adults. Though significant differences were not observed between 12 young and 12 geriatric adults (study 1), we noted a correlation between increased TLS polymerase expression and lower collagen 1A1 expression among the geriatric samples. Because TLS polymerase expression may be affected by UV radiation, we performed a second study in which we obtained biopsies from young and geriatric adults, exposed the biopsy to UV radiation, and then incubated the biopsies for 24 hours before gene expression analysis. mRNA levels of POLI, POLK, and REV1 were elevated in UVB-irradiated geriatric skin relative to young adult skin. Furthermore, based on prior studies linking low insulin-like growth factor (IGF-1) production with altered responses to UV radiation, we performed work with cultured HaCaT cells in vitro and geriatric skin ex vivo in which we modulated IGF-1 signaling. We found that treatment of HaCaT cells with an IGF-1 receptor antagonist lead to a stronger UVB-dependent induction of several TLS polymerases. Moreover, injection of geriatric skin biopsies with IGF-1 was associated with a reduced UVB-dependent induction of REV1 at the mRNA level. Thus, future studies should consider TLS polymerase expression as a contributor to mutagenesis and skin cancer risk in older adults.
DOI: 10.3535/q40-nmp-e2x
title: Salix cinerea L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/wvg-y91-8kh
title: Elleanthus lentii Barringer

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/598-v6e-fwx
title: Cuphea grandiflora Pohl ex Koehne

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ahv-0ed-98w
title: Cuphea gardneri Koehne

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/bmr-7le-zg8
title: Octomeria spatulata Rchb.f.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/tad-c45-bwv
title: Solanum lanceolatum Cav.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/vgr-a9w-wr5
title: Schizachyrium sanguineum (Retz.) Alston

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/x0e-y7l-k82
title: Solanum lanceifolium Jacq.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/08h-gcn-5qk
title: Vitex L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/9be-s80-d9s
title: Vitex polygama Cham.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/j03-c01-35z
title: Salix amygdaloides Andersson

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/rga-l2w-f6d
title: Salix lapponum L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/rh5-dpq-5w8
title: Odontarrhena condensata (Boiss. & Hausskn.) Jord. & Fourr.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/9ek-mw5-fvs
title: Odontarrhena condensata subsp. flexibilis (Nyár.) Spaniel, Al-Shehbaz, D. A. German & Marhold

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/t20-g6s-vhp
title: Quiina florida Tul.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/bh6-4kc-bll
title: Euplassa legalis (Vell.) I. M. Johnst.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/5g6-7zc-ghg
title: Roupala longepetiolata Pohl

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/w6h-s3e-jb3
title: Roupala montana Aubl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/tfa-0hy-2p4
title: Pilosella cymosa subsp. cymosa

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/y3z-f0r-c4l
title: Roupala montana Aubl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.9r8u4t
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Soliva anthemifolia",
 "Country is Pakistan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068325-250717081556266/datasets/export for details.
DOI: 10.3535/abv-glc-skz
title: Pilosella cymosa subsp. cymosa

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/bzf-vm5-zy1
title: Roupala montana Aubl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.17632/4d4kpfwpf6
title: A database of mechanical properties for multi principal element alloys

description: The database encompasses a range of properties, including yield strength, ultimate tensile strength and elongation (from tensile testing); and compressive strength and plasticity (from compression testing). The database incorporates alloy composition, hardness, phases present, processing, and heat treatment conditions. 
The database is prepared in a manner that allows machine learning operations to be performed.
The data is described, and forms part of the forms part of the article at the following hyperlink.
Users of this database are encouraged to cite the linked article, which also includes the complete set of authors and acknowledges the individuals who assisted in curation of the data that comprises the database.
DOI: 10.3535/32n-z4m-x3l
title: Quiina florida Tul.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/xyg-3t5-8pe
title: Roupala longepetiolata Pohl

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/5nm-zdy-h0y
title: Falcaria vulgaris Bernh.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/khq-999-348
title: Falcaria vulgaris Bernh.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.17632/4d4kpfwpf6.1
title: A database of mechanical properties for multi principal element alloys

description: The database encompasses a range of properties, including yield strength, ultimate tensile strength and elongation (from tensile testing); and compressive strength and plasticity (from compression testing). The database incorporates alloy composition, hardness, phases present, processing, and heat treatment conditions. 
The database is prepared in a manner that allows machine learning operations to be performed.
The data is described, and forms part of the forms part of the article at the following hyperlink.
Users of this database are encouraged to cite the linked article, which also includes the complete set of authors and acknowledges the individuals who assisted in curation of the data that comprises the database.
DOI: 10.3535/j47-ls0-21l
title: Triplaris caracasana Cham.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/1b4-br9-qdm
title: Triplaris caracasana Cham.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/xtw-dhj-hdx
title: Acianthera agathophylla (Rchb.f.) Pridgeon & M.W.Chase

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/4fc-hem-aj1
title: Pilosella lactucella subsp. lactucella

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/gtd-et2-8mt
title: Triplaris caracasana Cham.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/00z-m4q-8nm
title: Caucalis platycarpos L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/cl6-k1w-zyg
title: Sinningia speciosa (G. Lodd. ex Ker Gawl.) Hiern

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/w7k-sae-dfj
title: Caucalis platycarpos L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.17632/h88chv5y77
title: KU_Greenhouse_PSL

description: Spectral library of plants grown under three different greenhouse conditions, including scripts for modeling relative chlorophyll content and leaf water content.
DOI: 10.3535/cwq-rvs-5b7
title: Banara serrata (Vell.) Warb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/8hc-jqk-6gd
title: Banara brasiliensis (Schott) Benth.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/r95-elk-90j
title: Vitex negundo var. negundo

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.17632/h88chv5y77.1
title: KU_Greenhouse_PSL

description: Spectral library of plants grown under three different greenhouse conditions, including scripts for modeling relative chlorophyll content and leaf water content.
DOI: 10.3535/nd9-59h-3zx
title: Sinningia magnifica (Otto & A. Dietr.) Wiehler

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/nv6-19j-n0f
title: Sinningia speciosa (G. Lodd. ex Ker Gawl.) Hiern

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/saf-agn-mln
title: Sinningia magnifica (Otto & A. Dietr.) Wiehler

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/csk-735-7nd
title: Banara brasiliensis (Schott) Benth.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/f4l-nnk-frk
title: Vitex gaumeri Greenm.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.vszhyw
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Digitaria ciliaris",
 "Country is Mauritius",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068327-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/j34-hs7-jwa
title: Pilosella lactucella subsp. lactucella

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/r8d-1h3-e24
title: Alyssum dasycarpum Stephan ex Willd.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.17632/7ncn6p98g6
title: MangoLeaf

description: Data Description
This dataset provides a comprehensive collection of mango leaf images classified into four categories: Healthy, Anthracnose, Gall Midge, and Powdery Mildew. It is specifically designed to facilitate research in plant disease recognition, deep learning-based image classification, and precision agriculture.

A total of 2,000 original images were acquired, with 500 images per class. To increase diversity and support the training of high-performing machine learning models, data augmentation techniques—including rotation, flipping, zooming, brightness adjustment, and contrast variation—were applied. This yielded an additional 1,500 augmented images per class, resulting in a complete dataset of 8,000 images (2,000 original + 6,000 augmented).

Class Definitions:
Healthy: Mango leaves exhibiting no visible symptoms, representing the non-infected control group.

Anthracnose: A common fungal disease caused by Colletotrichum species, typically manifested through dark, sunken lesions and necrotic spots.

Gall Midge: Caused by Procontarinia matteiana, resulting in gall formation, leaf distortion, and blister-like symptoms on the leaf surface.

Powdery Mildew: A fungal infection due to Oidium mangiferae, characterized by white, powdery growth, often leading to curling and premature leaf aging.

Image Acquisition:
Images were collected from multiple mango orchards using both DSLR and smartphone cameras under natural lighting and varied environmental conditions. The diversity in background, lighting, and leaf orientation enhances the robustness of the dataset for real-world applications.

Potential Applications:
This dataset serves as a valuable resource for:

Developing and evaluating deep learning models for plant disease detection

Building mobile applications for on-field mango disease diagnosis

Advancing smart farming and AI-driven agricultural solutions

Supporting computer vision research in biological and environmental domains

All images are manually annotated and reviewed by agricultural experts to ensure high-quality labeling. The dataset is released for non-commercial, academic, and research purposes to promote open science in the agricultural AI community.
DOI: 10.3535/epg-b4k-xt3
title: Banara brasiliensis (Schott) Benth.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/l3y-xky-6g8
title: Vitex gamosepala Griff.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.17632/7ncn6p98g6.1
title: MangoLeaf

description: Data Description
This dataset provides a comprehensive collection of mango leaf images classified into four categories: Healthy, Anthracnose, Gall Midge, and Powdery Mildew. It is specifically designed to facilitate research in plant disease recognition, deep learning-based image classification, and precision agriculture.

A total of 2,000 original images were acquired, with 500 images per class. To increase diversity and support the training of high-performing machine learning models, data augmentation techniques—including rotation, flipping, zooming, brightness adjustment, and contrast variation—were applied. This yielded an additional 1,500 augmented images per class, resulting in a complete dataset of 8,000 images (2,000 original + 6,000 augmented).

Class Definitions:
Healthy: Mango leaves exhibiting no visible symptoms, representing the non-infected control group.

Anthracnose: A common fungal disease caused by Colletotrichum species, typically manifested through dark, sunken lesions and necrotic spots.

Gall Midge: Caused by Procontarinia matteiana, resulting in gall formation, leaf distortion, and blister-like symptoms on the leaf surface.

Powdery Mildew: A fungal infection due to Oidium mangiferae, characterized by white, powdery growth, often leading to curling and premature leaf aging.

Image Acquisition:
Images were collected from multiple mango orchards using both DSLR and smartphone cameras under natural lighting and varied environmental conditions. The diversity in background, lighting, and leaf orientation enhances the robustness of the dataset for real-world applications.

Potential Applications:
This dataset serves as a valuable resource for:

Developing and evaluating deep learning models for plant disease detection

Building mobile applications for on-field mango disease diagnosis

Advancing smart farming and AI-driven agricultural solutions

Supporting computer vision research in biological and environmental domains

All images are manually annotated and reviewed by agricultural experts to ensure high-quality labeling. The dataset is released for non-commercial, academic, and research purposes to promote open science in the agricultural AI community.
DOI: 10.3535/3we-86m-7rx
title: Alyssum turkestanicum Regel & Schmalh. ex Regel

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/bg7-5tw-nfx
title: Gonopterodendron arboreum (Jacq.) Godoy-Bürki

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/tg3-p3x-yqx
title: Alyssum turkestanicum Regel & Schmalh. ex Regel

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/8ec-jtd-yyc
title: Erica bruniades L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/vtq-ze9-zdb
title: Erica bruniades L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/5vw-aab-w4h
title: Polygala gracilipes Harv.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/m9r-ypn-z7d
title: Pilosella lactucella subsp. lactucella

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/lvt-0p3-5ap
title: Pilosella lactucella subsp. lactucella

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.ved2ma
title: Occurrence Download

description: A dataset containing 74 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Digitaria ciliaris",
 "Country is Madagascar",
 "HasCoordinate is true"
 ]
}

 The dataset includes 74 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068326-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/lc7-t85-th4
title: Pilosella corymbulifera (Arv.-Touv.) Arv.-Touv.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/xjn-9yv-6dk
title: Vitex gaumeri Greenm.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.17632/3yyg4bgzrh
title: Vergara_Barbachan Dataset Simulation

description: Excel and Simio Simulation
DOI: 10.3535/4zr-ht6-pv2
title: Aerides emericii Rchb.f.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/srq-0b2-4rt
title: Verbesina L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/xrk-1nv-n6h
title: Euodia hortensis Forst.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/p35-bl6-bds
title: Callianthemum anemonoides (Zahlbr.) Endl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.17632/3yyg4bgzrh.2
title: Vergara_Barbachan Dataset Simulation

description: Excel and Simio Simulation
DOI: 10.3535/1hb-xeg-syc
title: Erica bruniades L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/a4c-4j6-wht
title: Erica bruniades L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/g6s-5c3-ta9
title: Callianthemum anemonoides (Zahlbr.) Endl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/vx4-jnc-lpm
title: Triplaris caracasana Cham.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/g2e-l2b-x92
title: Alyssum turkestanicum Regel & Schmalh. ex Regel

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/e5q-9r7-szx
title: Pilosella lactucella subsp. lactucella

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/xyr-jlw-b1b
title: Passiflora misera Kunth

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/b5h-cpz-2yb
title: Ligustrum nepalense Wall.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/wc6-fbx-679
title: Alyssum dasycarpum Stephan ex Willd.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.17632/x6w46276z7
title: Spectral Modeling to Identify and Classify Charcoal Produced from Amazonian Wood Wastes

description: Spectral (obtained on the rolling surface) and qualitative (apparent relative density, moisture content, volatile matter, ash, and fixed carbon) data of charcoal from tropical wood wastes. In addition, wood basic density is described. The spectral signatures associated with multivariate models are able to accurately identify the charcoal origin.
DOI: 10.3535/pnt-h8a-wev
title: Alyssum turkestanicum Regel & Schmalh. ex Regel

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/zv7-mhs-8zb
title: Fuchsia splendens Zucc.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/yg6-ex5-2tm
title: Carpotroche brasiliensis (Raddi) Endl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/zhx-4t9-m3r
title: Sinningia macrostachya (Lindl.) Chautems

description: Digital Specimen for the physical specimen hosted at University of Graz.