cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/eed-tr4-emr
title: Neottia nidus-avis (L.) Rich.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.6084/m9.figshare.29656682
title: Single-nucleotide polymorphisms in DNA repair genes <i>ERCC</i>, <i>XRCC</i>, and <i>MGMT</i> and implications in glioblastoma: a pathway analysis and structural dynamics study

description: Genes partaking in DNA damage repair (DDR) pathways exert a key role in the progression of glioblastoma (GBM) and treatment resistance. Essential DDR genes, including XRCC, ERCC, and MGMT, are mutated in GBM, with single nucleotide variants (SNVs) clinically linked to the. However, the structural consequences and biophysical alterations to protein dynamics linked to RCC/MGMT SNVs in GBM are not well-studied. We analyzed GBM-related SNVs in XRCC2, XRCC3, ERCC2, and MGMT. Structural Alphafold models were built. Eight molecular dynamics simulation (MDS) runs for up to 100 ns were carried out <i>via</i> an all-atom forcefield. Structural analyses, such as H-bond, RMSD, RMSF, gyration, and SASA were evaluated. Moreover, protein-protein interactions (PPIs) and mRNA expression levels were assessed by STRING/Cytoscape. The SNVs, XRCC2 (Arg188His), XRCC3 (Thr241Met), ERCC2 (Lys751Gln), and MGMT (Leu84Phe), were associated with notable structural changes. MDS study revealed increased flexibility, compactness, as well as alterations in H-bonding and solvent exposure in mutants of several DDR pathway genes compared to wild-type RCC/MGMT proteins. The modified regional flexibility for all genes was identified by RMSF computation. Pathway analysis showed XRCC3 as the most connected hub within the DDR network. Upregulation of DDR genes, in particular XRCC2/MGMT, correlated with a poorer clinical outlook. A statistically meaningful and direct positive correlation of ERCC2 and MGMT was shown (<i>p</i> &lt; 0.05). The present investigation indicated the significance of GBM-associated DDR gene SNVs in protein dynamics and GBM pathogenesis. This study suggests notable changes in the biophysical structural parameters of mutated ERCC2 and XRCC3, whereas changes in certain parameters of mutant XRCC2/MGMT were less prominent.
DOI: 10.6084/m9.figshare.29656682.v1
title: Single-nucleotide polymorphisms in DNA repair genes <i>ERCC</i>, <i>XRCC</i>, and <i>MGMT</i> and implications in glioblastoma: a pathway analysis and structural dynamics study

description: Genes partaking in DNA damage repair (DDR) pathways exert a key role in the progression of glioblastoma (GBM) and treatment resistance. Essential DDR genes, including XRCC, ERCC, and MGMT, are mutated in GBM, with single nucleotide variants (SNVs) clinically linked to the. However, the structural consequences and biophysical alterations to protein dynamics linked to RCC/MGMT SNVs in GBM are not well-studied. We analyzed GBM-related SNVs in XRCC2, XRCC3, ERCC2, and MGMT. Structural Alphafold models were built. Eight molecular dynamics simulation (MDS) runs for up to 100 ns were carried out <i>via</i> an all-atom forcefield. Structural analyses, such as H-bond, RMSD, RMSF, gyration, and SASA were evaluated. Moreover, protein-protein interactions (PPIs) and mRNA expression levels were assessed by STRING/Cytoscape. The SNVs, XRCC2 (Arg188His), XRCC3 (Thr241Met), ERCC2 (Lys751Gln), and MGMT (Leu84Phe), were associated with notable structural changes. MDS study revealed increased flexibility, compactness, as well as alterations in H-bonding and solvent exposure in mutants of several DDR pathway genes compared to wild-type RCC/MGMT proteins. The modified regional flexibility for all genes was identified by RMSF computation. Pathway analysis showed XRCC3 as the most connected hub within the DDR network. Upregulation of DDR genes, in particular XRCC2/MGMT, correlated with a poorer clinical outlook. A statistically meaningful and direct positive correlation of ERCC2 and MGMT was shown (<i>p</i> &lt; 0.05). The present investigation indicated the significance of GBM-associated DDR gene SNVs in protein dynamics and GBM pathogenesis. This study suggests notable changes in the biophysical structural parameters of mutated ERCC2 and XRCC3, whereas changes in certain parameters of mutant XRCC2/MGMT were less prominent.
DOI: 10.3535/eah-pmz-t9g
title: Cyperus congestus Vahl

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/kfq-bca-as3
title: Taraxacum Weber

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/vlv-blr-ejb
title: Muscari neglectum Guss. ex Ten.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/zes-aa6-q32
title: Hieracium sabaudum subsp. boreale (Fr.) Hayek

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.17632/k8pp8cbp8k.2
title: Hibiscus Leaf Diseases Classification Dataset

description: The Hibiscus Leaf Diseases Classification Dataset features 1,101 high-quality JPEG images (560×420 pixels) of hibiscus leaves, collected from a variety of locations across Bangladesh, including Dhaka, Khulna, Rajshahi, and other diverse growing regions. The dataset was created to help classify leaves into eight categories based on their condition: healthy (473 images), mild edge damage (226), citruspot (150), slidely disease (109), early mild spotting (83), fungal infected (28), senescent (30), and wrinkled (26). These images were captured in natural outdoor lighting using both smartphones and DSLR cameras, offering a realistic and varied visual set. By reflecting the natural diversity and challenges found in the field, this dataset provides a practical and valuable foundation for researchers and developers working on plant disease detection, image classification, and innovative agriculture tools.
DOI: 10.3535/d3l-yle-dha
title: Chamaecytisus austriacus (L.) Link

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/kff-8kj-yz0
title: Epipactis condensata Boiss. ex D.P.Young

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/mha-q15-a73
title: Sorbus aucuparia L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/pl7-jfw-3ww
title: Calystegia sepium subsp. sepium

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/p7s-1ph-nkk
title: Coronilla orientalis Mill.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/z4e-jqz-xze
title: Medicago sativa L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/h62-b2h-ynt
title: Brachypodium distachyon (L.) P.Beauv.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/yes-2r5-gq9
title: Amaranthus albus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.17632/2dtvppjd8d.2
title: Smart Drip Irrigation System (SDIS) For Rice Farming

description: This dataset can be used to present several key innovations in the development of an AI-IoT-based Smart Drip Irrigation System (SDIS) specifically designed for rice plants by considering local agronomic characteristics. First, this system integrates four key input parameters to ensure precision and adaptability in irrigation management: (1) rice plant growth phase, which determines the adjustment of the dose, irrigation frequency; (2) soil moisture, as the main indicator to activate irrigation only when the soil water content is below the optimal threshold; (3) Light Intensity; (4) air temperature and (5) and air humidity (measured using a DHT22 sensor), which plays a role in mitigating plant stress due to extreme microclimate conditions.
DOI: 10.3535/h5t-24k-sn5
title: Astragalus plumosus Willd.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/vhx-yvg-l0v
title: Brachypodium distachyon (L.) P.Beauv.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/txa-asf-evr
title: Valerianella locusta (L.) Laterr.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.17632/st94bmxfs4
title: Bug Reports from Bug Tracking Systems

description: BTS Insights: A versatile Dataset for software analytics, machine learning, Deep Learning, and LLM applications. 

If you use this dataset in your research or applications, please cite the following paper:

Pasquale Ardimento, Michele Capuzzimati, Gabriella Casalino, Daniele Schicchi, Davide Taibi,
A novel LLM-based classifier for predicting bug-fixing time in Bug Tracking Systems,
Journal of Systems and Software, Volume 230, 2025, 112569,
ISSN 0164-1212, https://doi.org/10.1016/j.jss.2025.112569
DOI: 10.3535/6dn-kw5-t8x
title: Arum maculatum L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/fkv-t7a-nmt
title: Apios americana Medik.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/7pd-ftm-h59
title: Lappula barbata (M. Bieb.) Gürke

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/tey-60n-h2s
title: Cephalanthera longifolia (L.) Fritsch

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.dbg94a
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Nilobezzia, Nychia limpida, Orthotrichia barnardi, Paracyamus, Simocephalus vetuloides, Stylaria fossularis, Stylaria, Pisidium costulosum, Slavina appendiculata, Cladotanytarsus capensis, Cladotanytarsus, Cryptochironomus subovatus, Dicrotendipes pilosimanus, Dicrotendipes, Pentaneura comosa, Cheumatopsyche thomasseti, Elpidelmis, Hydraena, Ochthebius, Cypria, Cypricercus, Micronecta winifreda, Paragomphus cognatus, Simulium harrisoni, Simulium hessei, Simulium impukane, Simulium merops, Afronurus harrisoni, Athripsodes bergensis, Atrichopogon victoriae, Caenis, Choroterpes nigrescens, Elporia barnardi, Oecetis modesta, Petroplax, Petrothrincus, Platychauliodes, Strina, Tricorythus discolor, Cladotanytarsus reductus, Polypedilum pruina, Cricotopus albitibia, Kribiocryptus flaviventris, Stenochironomus, Nanocladius vitellinus, Chaetocladius, Cricotopus bergensis, Thienemanniella antennata, Orthocladius bergensis, Stictochironomus puripennis, Stictochironomus, Rheotanytarsus fuscus, Polypedilum scotti, Stenochironomus pustulatus, Cricotopus scottae, Cardiocladius, Chironomus callichirus, Chironomus formosipennis, Tanytarsus pallidulus, Aprionyx tabularis, Clypeodytes, Petrothrincus circularis, Protodipseudopsis, Smittia atra, Corynoneura elongata, Thienemanniella trivittata, Corynoneura dewulfi, Pentapedilum anale, Thienemanniella lineola, Cryptochironomus lindneri, Polypedilum annulatum, Ephemerellina barnardi, Nymphula, Pentapedilum ruandae, Psectrocladius viridescens, Psectrocladius, Nanocladius brunneus, Corynoneura cristata, Stempellina, Burnupia capensis, Cloeon lacunosum, Glossiphonia disjuncta, Glossiphonia, Lestagella penicillata, Sigara contortuplicata, Aprionyx rubicundus, Agapetus, Batracobdella, Enithares chinai, Gerris zuqualanus, Gerris, , Helobdella, Marsupiobdella africana, Parecnomina resima, Parecnomina, Rhagovelia infernalis africana, Rhagovelia, Leptecho helicothecus, Leptecho)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((25.5395 -23.2724,25.1306 -24.0715,25.5395 -24.0715,25.5395 -23.2724))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061734-250717081556266/datasets/export for details.
DOI: 10.17632/st94bmxfs4.2
title: Bug Reports from Bug Tracking Systems

description: BTS Insights: A versatile Dataset for software analytics, machine learning, Deep Learning, and LLM applications. 

If you use this dataset in your research or applications, please cite the following paper:

Pasquale Ardimento, Michele Capuzzimati, Gabriella Casalino, Daniele Schicchi, Davide Taibi,
A novel LLM-based classifier for predicting bug-fixing time in Bug Tracking Systems,
Journal of Systems and Software, Volume 230, 2025, 112569,
ISSN 0164-1212, https://doi.org/10.1016/j.jss.2025.112569
DOI: 10.3535/m62-3ac-8ex
title: Dactylorhiza iberica (M.Bieb. ex Willd.) Soó

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/r9a-p43-0pb
title: Astragalus lycius Boiss.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/bex-bgm-ah8
title: Schweinfurthia papilionacea (L.) Boiss.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/qtv-x7k-3q1
title: Astragalus polemoniacus Bunge

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.17632/z9kp2r599c
title: A nomogram for predicting the success of intranasal dexmedetomidine sedation in pediatric patients undergoing nonpainful diagnostic procedures: a retrospective study

description: This dataset enrolled children aged 12–72 months (1–6 years) who underwent outpatient examinations requiring IN DEX sedation. Data were extracted from the electronic medical record system of the outpatient sedation suite
DOI: 10.3535/pwr-1m8-p7l
title: Thymelaea passerina (L.) Coss. & Germ.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/4p2-rs8-pjr
title: Dactylorhiza romana (Sebast.) Soó

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/pyw-d5h-586
title: Dictamnus albus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.17632/z9kp2r599c.1
title: A nomogram for predicting the success of intranasal dexmedetomidine sedation in pediatric patients undergoing nonpainful diagnostic procedures: a retrospective study

description: This dataset enrolled children aged 12–72 months (1–6 years) who underwent outpatient examinations requiring IN DEX sedation. Data were extracted from the electronic medical record system of the outpatient sedation suite
DOI: 10.3535/jb0-nl0-weg
title: Leontodon crispus Vill.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/n6b-bdp-t35
title: Neotinea tridentata (Scop.) R.M.Bateman, Pridgeon & M.W.Chase

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ce8-ap6-d73
title: Elatine hexandra (Lapierre) DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/rle-a48-ed5
title: Scutellaria orientalis subsp. pinnatifida J.R.Edm.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/49z-9nm-3h5
title: Linum salsoloides Lam.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ee6-3qq-5np
title: Buglossoides incrassata (Guss.) I. M. Johnst.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/037-awb-40x
title: Polygala supina Schreb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/sew-7qy-4al
title: Anacamptis pyramidalis (L.) Rich.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/aej-xce-4jx
title: Dactylorhiza incarnata subsp. cilicica (Klinge) H.Sund.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/vra-vzl-x45
title: Aria edulis (Willd.) M. Roem.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.17632/8dpjshd8x7
title: LINF_240006800

description: Zinc finger (TFIIS-type) domain-containing protein; Leishmania infantum (strain JPCM5)
DOI: 10.3535/3jg-0s4-j7j
title: Ulmus glabra Huds.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/724-vcb-t8e
title: Alkanna orientalis (L.) Boiss.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/w6y-d6e-7n3
title: Luzula forsteri (Sm.) DC.

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

description: A dataset containing 3213 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Mycerobas melanozanthos)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 3213 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061733-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/8dpjshd8x7.1
title: LINF_240006800

description: Zinc finger (TFIIS-type) domain-containing protein; Leishmania infantum (strain JPCM5)
DOI: 10.3535/ck4-dps-2jc
title: Plantago alpina L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/s82-q6q-vmv
title: Senecio leucanthemifolius Poir.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/0b5-9wy-0nm
title: Verbascum chaixii subsp. austriacum (Schott ex Roem. & Schult.) Hayek

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/0rv-vnt-w7l
title: Hedera helix L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.17632/xrn4g2st9r
title: LINF_240006900

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.3535/enz-npk-s8l
title: Cyperus strigosus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/l70-s89-xna
title: Muscari tenuiflorum Tausch

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/bqp-dtx-2d5
title: Poa bulbosa L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/dv4-g0r-m2q
title: Thymus zygioides Griseb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.17632/xrn4g2st9r.1
title: LINF_240006900

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.3535/k6j-4pf-5we
title: Schoenoplectus pungens (Vahl) Palla

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ryz-5y3-jzv
title: Plantago lanceolata L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/xlx-4ey-9lv
title: Apios americana Medik.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.17632/v7cs7n8brg
title: LINF_240007100

description: RBBP4-like protein; Leishmania infantum (strain JPCM5)
DOI: 10.3535/j6m-aqk-97s
title: Scrophularia versicolor Boiss.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/qhl-qme-b2c
title: Sonchus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/7x8-crr-h9q
title: Centaurea pichleri Boiss.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/8tv-19t-cn0
title: Acantholimon creticum (Boiss.) Rech. fil.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.17632/v7cs7n8brg.1
title: LINF_240007100

description: RBBP4-like protein; Leishmania infantum (strain JPCM5)
DOI: 10.3535/2x1-8ha-xje
title: Thymus sipyleus Boiss.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ngd-32v-f1l
title: Veronica arvensis L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.gvrh7j
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Crossocheilus periyarensis)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061736-250717081556266/datasets/export for details.
DOI: 10.3535/crv-9xv-kfx
title: Veronica serpyllifolia L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/qc7-s00-cf8
title: Veronica persica Poir.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/tl9-nee-l0b
title: Veronica persica Poir.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.17632/7p4fkpwnr2
title: LINF_240007300

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.3535/d07-emh-brl
title: Veronica persica Poir.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/eb3-v50-j7m
title: Thymus longicaulis C.Presl

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.17632/7p4fkpwnr2.1
title: LINF_240007300

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.3535/blb-ff5-092
title: Veronica buxbaumii Ten.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/prd-47h-jmg
title: Thymus longicaulis C.Presl

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/pas-znh-xmh
title: Thymus praecox Opiz

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/st1-z32-yef
title: Thymus longicaulis C.Presl

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.5281/zenodo.16537557
title: Reverse Total Shoulder Arthroplasty (rTSA) kinematics derived from radiographic and optical motion analysis

description: This repository contains a limited release (first of three planned in 2025) of anatomies and kinematics from patients post-operative to (Grammont style) rTSA, including static poses and dynamic motions in forward elevation, scapular plane abduction, and external rotation at rest. Future releases will include dynamic coronal plane abduction, external rotation in abduction, and planar elevation activities performed with handheld weights, as well as timepoints from pre-op through 52 weeks of post-op recovery (for a limited cohort). 

The data is formatted in the same manner as a prior release of data from healthy shoulders: https://doi.org/10.5281/zenodo.10972004
DOI: 10.3535/3ns-8vl-c41
title: Thymus longicaulis C.Presl

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.17632/6fpnhjvfmt
title: Spatial Pattern Feature Extraction

description: The SPFE dataset is a semantic segmentation dataset of traditional village planning elements based on satellite imagery. It comprises 6,330 paired tiles, annotated with 9 categories of key planning elements in traditional villages of northwestern Sichuan.
DOI: 10.3535/54h-9eb-vlf
title: Thymus praecox Opiz

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/sdy-1rl-nsg
title: Ophrys apifera Huds.

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