cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/g8j-lrp-1sm
title: Arthothelium ruanum (A. Massal.) Körb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/rsy-375-h4n
title: Acrocordia gemmata (Ach.) A. Massal.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/g63-c5h-s12
title: Baeomyces placophyllus Ach.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/vtn-jyv-enh
title: Acrocordia gemmata (Ach.) A. Massal.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/6ay-f4z-mct
title: Baeomyces rufus (Huds.) Rebent.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/fq9-apd-nra
title: Baeomyces rufus (Huds.) Rebent.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/1x7-2sl-c9f
title: Baeomyces placophyllus Ach.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/9j1-86c-ec9
title: Arthothelium ruanum (A. Massal.) Körb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ec9-zc3-cmh
title: Alectoria nigricans (Ach.) Nyl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/yvr-kfg-qay
title: Aspilidea myrinii (Fr.) Hafellner

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/dvh-rwe-6g9
title: Arthrorhaphis citrinella (Ach.) Poelt

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/kh4-gdz-9fr
title: Baeomyces rufus (Huds.) Rebent.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/pc6-yp7-15h
title: Acrocordia gemmata (Ach.) A. Massal.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/3nh-0v2-xqp
title: Arthrorhaphis citrinella (Ach.) Poelt

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/xn4-f7k-1w6
title: Baeomyces rufus (Huds.) Rebent.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.gxd5u2
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Epilobium ciliatum",
 "Country is Hungary",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047098-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/2b0-0wm-y5p
title: Aspilidea myrinii (Fr.) Hafellner

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/d3d-rd7-7pk
title: Arthrorhaphis citrinella (Ach.) Poelt

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/6z1-fjr-8c2
title: Baeomyces placophyllus Ach.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/aap-0pl-txk
title: Arthothelium ruanum (A. Massal.) Körb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/csr-pwj-6s0
title: Arthothelium ruanum (A. Massal.) Körb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/2sv-3ed-2t8
title: Baeomyces rufus (Huds.) Rebent.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/enb-nz2-sc8
title: Baeomyces rufus (Huds.) Rebent.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/hp1-r8q-c3g
title: Baeomyces rufus (Huds.) Rebent.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/jvq-a80-306
title: Arthrorhaphis citrinella (Ach.) Poelt

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/bq3-nka-g5n
title: Arthrorhaphis citrinella (Ach.) Poelt

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/mc8-tvd-vcx
title: Arthrorhaphis citrinella (Ach.) Poelt

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/7r3-04k-8ep
title: Acrocordia gemmata (Ach.) A. Massal.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/edl-6zy-1rr
title: Arthrorhaphis citrinella (Ach.) Poelt

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ap4-zdp-5n3
title: Acrocordia gemmata (Ach.) A. Massal.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/vwb-8qp-wf8
title: Acrocordia gemmata (Ach.) A. Massal.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.5281/zenodo.16763204
title: Regulatory Network Analysis of SLE-Associated Regulon Activity using SCENIC pipeline

description: Aim: Find differentially activated regulons in SLE vs Controls in bulk-RNA seq data

This code was adapted from the pipeline described in the article: “Identification of regulons modulating the transcriptional response to SARS-CoV-2 infection in humans” by Padilla-Gálvez et al., 2024. Script: pyscenic_multiruns_batchcorr-sep.rmd

Source files:



toRun/counts/vsd_all.RData: R object containing variance-stabilized expression data, typically generated from DESeq2. Used for downstream visualization and differential expression analysis.

toRun/metadata/named-transcripts-info_v2.RData: Annotated transcript metadata with columns:



ID: Transcript identifier (Ensembl IDs)

gene_name: Associated gene symbol

transcript_biotype: Functional category (e.g. protein-coding, lncRNA, pseudogene)



toRun/counts/reduced_counts.csv:  Filtered expression matrix containing variance-stabilized counts for unique genes across all samples.


1. Run SCENIC pipeline

Input files: 



Config file: toRun/sle_scenic.config

Input data: toRun/counts/reduced_counts.loom

Resources folder: toRun/resources


Output file: 

- resultsRun/output/multi_runs_regulons_auc_trk.loom: SCENIC output loom   + RegulonsAUC: AUC scores for regulon activity across cells or samples  + CellID: Unique identifiers for each cell/sample  + Regulons: Binary matrix of transcription factor–target relationships  + Gene: Gene names associated with each regulon 

2. Get differentiated regulons

Script:



resultsRun/scripts/dif_regulons.py: This script identifies differentially active transcriptional regulons between two groups of samples—typically SLE vs control—using SCENIC output.


Input file:



resultsRun/output/multi_runs_regulons_auc_trk.loom: SCENIC output loom

resultsRun/metadata/metadata.csv: Sample-level metadata file. Must include:



sample_ID: Unique identifier matching CellID in the loom file

Group: Experimental condition label (e.g. "SLE" or "Ctrl")




Output files:



resultsRun/results/AUC_mtx.csv: Raw AUC matrix for all cells/samples and regulons

resultsRun/results/tf_targets.csv: Binary matrix of transcription factor targets per regulon

resultsRun/results/histogram_SLE_Ctrl_regulons.png: Histogram of adjusted p-values for differential regulons

resultsRun/results/difregs_SLE_Ctrl.csv: Final merged results: regulon name, p-values, adjusted p-values, log2FC
DOI: 10.3535/404-vep-fa4
title: Acrocordia gemmata (Ach.) A. Massal.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/fzm-x2a-54t
title: Acrocordia gemmata (Ach.) A. Massal.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/0xr-qx9-ewg
title: Arthothelium ruanum (A. Massal.) Körb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/47q-mmf-h4r
title: Arthrorhaphis citrinella (Ach.) Poelt

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/8lg-27r-lc9
title: Arthothelium ruanum (A. Massal.) Körb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/1wt-yvd-7wv
title: Alectoria nigricans (Ach.) Nyl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/671-kcb-nwg
title: Alectoria nigricans (Ach.) Nyl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/7vd-01a-lxr
title: Alectoria nigricans (Ach.) Nyl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/rfw-flp-1qx
title: Arthothelium ruanum (A. Massal.) Körb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/75z-hah-81j
title: Aspilidea myrinii (Fr.) Hafellner

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/xqn-qms-6fh
title: Aspilidea myrinii (Fr.) Hafellner

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/5n2-432-esd
title: Baeomyces rufus (Huds.) Rebent.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/gp5-mqx-c89
title: Baeomyces rufus (Huds.) Rebent.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/4h4-v8j-emy
title: Baeomyces rufus (Huds.) Rebent.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/bep-7zf-rta
title: Alectoria nigricans (Ach.) Nyl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/gbn-lzb-0m3
title: Aspilidea myrinii (Fr.) Hafellner

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/00c-31b-atn
title: Alectoria sarmentosa (Ach.) Ach.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/zdv-rpw-yh4
title: Alectoria nigricans (Ach.) Nyl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/6s3-vh0-ae4
title: Baeomyces rufus (Huds.) Rebent.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/8kx-753-kas
title: Baeomyces rufus (Huds.) Rebent.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/j7q-s26-vby
title: Baeomyces rufus (Huds.) Rebent.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/gqv-5vh-45g
title: Baeomyces rufus (Huds.) Rebent.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/xdr-801-g4s
title: Baeomyces rufus (Huds.) Rebent.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/wja-4sm-n5e
title: Baeomyces rufus (Huds.) Rebent.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/yrq-wwv-1q2
title: Arthothelium ruanum (A. Massal.) Körb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/xx9-fvq-01r
title: Baeomyces rufus (Huds.) Rebent.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/jt3-r61-770
title: Arthothelium ruanum (A. Massal.) Körb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/t2h-190-67a
title: Arthothelium ruanum (A. Massal.) Körb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/b9t-xhb-99t
title: Arthothelium ruanum (A. Massal.) Körb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/kzn-fve-frv
title: Arthothelium ruanum (A. Massal.) Körb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/sn1-clk-brf
title: Arthothelium ruanum (A. Massal.) Körb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/5wa-596-pzg
title: Arthothelium ruanum (A. Massal.) Körb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/byc-vrx-har
title: Arthothelium ruanum (A. Massal.) Körb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/yb7-gf9-szn
title: Arthothelium ruanum (A. Massal.) Körb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/j11-q6b-31b
title: Baeomyces rufus (Huds.) Rebent.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/pg8-hca-hkz
title: Arthothelium ruanum (A. Massal.) Körb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/8nw-m3j-f5w
title: Acrocordia gemmata (Ach.) A. Massal.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/xls-063-6w4
title: Baeomyces rufus (Huds.) Rebent.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/2sz-7m9-gcr
title: Baeomyces rufus (Huds.) Rebent.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/74a-4vp-lak
title: Acrocordia gemmata (Ach.) A. Massal.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/x0b-m8n-fjs
title: Aspilidea myrinii (Fr.) Hafellner

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/h6e-a4l-kp5
title: Acrocordia gemmata (Ach.) A. Massal.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/jb3-sh8-kng
title: Baeomyces rufus (Huds.) Rebent.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/qlx-kes-kng
title: Baeomyces rufus (Huds.) Rebent.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/sky-kcw-v6k
title: Baeomyces rufus (Huds.) Rebent.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/1dr-a38-a8a
title: Baeomyces rufus (Huds.) Rebent.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/6sc-4tf-1al
title: Baeomyces rufus (Huds.) Rebent.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/lfr-aw9-kk1
title: Baeomyces rufus (Huds.) Rebent.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/r1l-ndg-jbh
title: Aspilidea myrinii (Fr.) Hafellner

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/d4g-07h-cdf
title: Baeomyces rufus (Huds.) Rebent.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/j55-jz3-kgs
title: Baeomyces rufus (Huds.) Rebent.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/2yf-kp6-yhg
title: Aspilidea myrinii (Fr.) Hafellner

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/whq-hlf-6zq
title: Aspilidea myrinii (Fr.) Hafellner

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/kqd-2nm-dz1
title: Baeomyces rufus (Huds.) Rebent.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/zzt-670-xpv
title: Baeomyces rufus (Huds.) Rebent.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/4bb-2th-a3a
title: Arthothelium ruanum (A. Massal.) Körb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/fs0-f98-jmj
title: Arthothelium ruanum (A. Massal.) Körb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ky7-mxc-emp
title: Aspilidea myrinii (Fr.) Hafellner

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/mte-9tm-zma
title: Arthothelium ruanum (A. Massal.) Körb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/q2z-bw1-9z0
title: Aspilidea myrinii (Fr.) Hafellner

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.y5eqg2
title: Occurrence Download

description: A dataset containing 215 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Epilobium ciliatum",
 "Country is Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 215 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047101-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/fkg-wj6-sg1
title: Aspilidea myrinii (Fr.) Hafellner

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/hcx-dlr-mlp
title: Baeomyces rufus (Huds.) Rebent.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/56g-0ee-yrx
title: Baeomyces rufus (Huds.) Rebent.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/5gp-dve-j4f
title: Baeomyces rufus (Huds.) Rebent.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/5pp-z0a-t3y
title: Aspilidea myrinii (Fr.) Hafellner

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/5qc-6hz-83d
title: Aspilidea myrinii (Fr.) Hafellner

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/jhp-kkh-1rn
title: Baeomyces rufus (Huds.) Rebent.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/lrt-c0p-5rx
title: Baeomyces rufus (Huds.) Rebent.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/pqa-1c4-v52
title: Aspilidea myrinii (Fr.) Hafellner

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/tvp-tcp-vx2
title: Baeomyces rufus (Huds.) Rebent.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/429-gbj-wtb
title: Baeomyces rufus (Huds.) Rebent.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/gg1-tss-gec
title: Acrocordia gemmata (Ach.) A. Massal.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/r4f-2eq-4eb
title: Baeomyces rufus (Huds.) Rebent.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/qrk-yqp-pbh
title: Acrocordia gemmata (Ach.) A. Massal.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/rbj-elx-gsm
title: Aspilidea myrinii (Fr.) Hafellner

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/3xq-c21-mxz
title: Acrocordia gemmata (Ach.) A. Massal.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/q6r-ggm-7zc
title: Acrocordia gemmata (Ach.) A. Massal.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/m6k-sp0-e64
title: Acrocordia gemmata (Ach.) A. Massal.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/8fb-ql3-q1f
title: Baeomyces rufus (Huds.) Rebent.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ra7-hcw-93e
title: Baeomyces rufus (Huds.) Rebent.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.a3z6fd
title: Occurrence Download

description: A dataset containing 102 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Epilobium ciliatum",
 "Country is Iceland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 102 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047100-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/fez-yze-s7d
title: Baeomyces rufus (Huds.) Rebent.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/nq8-10b-g95
title: Baeomyces rufus (Huds.) Rebent.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/txx-mz8-wf6
title: Aspilidea myrinii (Fr.) Hafellner

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ldw-0rk-vff
title: Baeomyces rufus (Huds.) Rebent.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/k54-g0y-xa0
title: Baeomyces rufus (Huds.) Rebent.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/sz3-lf0-ddz
title: Arthothelium spectabile A. Massal.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/s7v-wh8-jaa
title: Aspilidea myrinii (Fr.) Hafellner

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/xgt-2gt-jf1
title: Aspilidea myrinii (Fr.) Hafellner

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/crz-6c0-dyj
title: Baeomyces rufus (Huds.) Rebent.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ql4-pde-t0v
title: Baeomyces rufus (Huds.) Rebent.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/1pm-ea1-4h4
title: Arthothelium ruanum (A. Massal.) Körb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/fla-bje-sjg
title: Arthothelium ruanum (A. Massal.) Körb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/pw8-q32-n2q
title: Arthothelium ruanum (A. Massal.) Körb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/rdk-5ng-fbq
title: Arthothelium ruanum (A. Massal.) Körb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/3j0-alg-fan
title: Arthothelium ruanum (A. Massal.) Körb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/9mx-3a3-qga
title: Baeomyces rufus (Huds.) Rebent.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/mxa-b9g-kzr
title: Acrocordia gemmata (Ach.) A. Massal.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/8k0-0y0-qky
title: Acrocordia gemmata (Ach.) A. Massal.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/e1q-nj4-wqz
title: Acrocordia gemmata (Ach.) A. Massal.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/0hf-txn-bmk
title: Acrocordia gemmata (Ach.) A. Massal.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/yrq-g4p-l5n
title: Acrocordia gemmata (Ach.) A. Massal.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/dxh-wwp-4xg
title: Arthothelium ruanum (A. Massal.) Körb.

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