cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/1gn-btd-hj3
title: Poa angustifolia L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/0kg-3wc-fd1
title: Rumex thyrsiflorus Fingerh.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/jnd-1ev-94n
title: Potentilla heptaphylla L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/9pf-znd-ctz
title: Neottia ovata (L.) Hartm.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/tgc-1xz-g2p
title: Lapsana communis L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/a9e-dkv-dr6
title: Vicia sativa subsp. nigra Ehrh.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/syr-d1l-sbt
title: Setaria pumila (Poir.) Roem. & Schult.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/h75-4sp-fqt
title: Veronica persica Poir.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/kvw-3mp-j3a
title: Crepis capillaris (L.) Wallr.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/3ef-nap-hvj
title: Taraxacum Weber

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/63h-hjq-gxe
title: Salix alba L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.60893/figshare.apl.29370740
title: supplementary material -clean version

description: clean version of supplementary materials
DOI: 10.60893/figshare.apl.29370740.v1
title: supplementary material -clean version

description: clean version of supplementary materials
DOI: 10.3535/8e5-rhb-w0t
title: Holosteum umbellatum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/qzb-50d-kwn
title: Quercus petraea (Matt.) Liebl.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/8xz-nft-k91
title: Anemone ranunculoides L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/mkv-ekd-5t8
title: Plantago lanceolata L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/azn-3bg-m0z
title: Chelidonium majus L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/pq6-4m7-rka
title: Diplotaxis tenuifolia (L.) DC.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/qzp-n5v-qt7
title: Chelidonium majus L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/khh-s3a-v19
title: Boraginaceae Juss.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/v2e-p5y-trm
title: Veronica sublobata M. A. Fisch.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/gw0-48x-83z
title: Erigeron canadensis L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/678-a4w-1pa
title: Populus nigra L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/hkj-elh-mma
title: Pimpinella saxifraga L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/3zf-5fk-peg
title: Senecio sylvaticus L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/mh7-m6p-anq
title: Petrorhagia prolifera (L.) P. W. Ball & Heywood

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/g4j-ddw-qm7
title: Poa annua L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ww5-z4h-6as
title: Persicaria lapathifolia (L.) Gray

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.6084/m9.figshare.29545214
title: Post-Tests

description: Post-tests of the study completed by students, advertising professionals, and professors in the field of communication.
DOI: 10.6084/m9.figshare.29545214.v1
title: Post-Tests

description: Post-tests of the study completed by students, advertising professionals, and professors in the field of communication.
DOI: 10.3535/fdd-a6y-5g5
title: Viola sieheana W. Becker

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/rwe-5t7-x58
title: Sonchus asper (L.) Hill

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/va1-6mt-wqf
title: Armeria maritima (Mill.) Willd.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/cyq-5yv-lyw
title: Rumex thyrsiflorus Fingerh.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/xqx-rg1-99h
title: Alnus glutinosa (L.) Gaertn.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/qxl-yz0-h01
title: Tripleurospermum inodorum (L.) Sch.-Bip

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/zb2-1y1-mn0
title: Senecio vernalis Waldst. & Kit.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/1hl-vr5-cve
title: Veronica hederifolia L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/jfy-cgc-kkn
title: Pilosella officinarum Vaill.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/5f3-xhs-mjv
title: Vicia parviflora Cav.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/6z9-aby-e6d
title: Digitaria sanguinalis (L.) Scop.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/431-z50-j63
title: Orchis purpurea Huds.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/0e2-fka-6ce
title: Veronica persica Poir.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/p33-x7b-vev
title: Chenopodium album L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/n89-q79-d85
title: Silene latifolia Poir.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/y93-jsl-r7a
title: Tanacetum vulgare L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/22t-87j-nht
title: Medicago lupulina L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/lpd-kqq-l46
title: Trifolium arvense L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/m19-bwh-qb7
title: Chenopodium album L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ang-750-4kq
title: Lathyrus latifolius L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/gwj-dws-3zb
title: Leucanthemum vulgare Lam.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/h42-tsr-7vc
title: Valerianella locusta (L.) Laterr.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/jqx-k5b-ws5
title: Bunias orientalis L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.6084/m9.figshare.29540789.v1
title: Dataset summary of the driver-in-the-loop driving simulation experiment in the adversarial traffic environment with high-frequency safety-critical events

description: The raw driving simulation datasets that support the findings of this study (including raw trajectory logs, hazard-trigger timestamps, and collision labels)
DOI: 10.3535/39d-2x9-mk9
title: Vicia parviflora Cav.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/m2n-5hb-dqy
title: Acer platanoides L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ejz-n9r-7rk
title: Crepis capillaris (L.) Wallr.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/s4e-37y-z2d
title: Galinsoga parviflora Cav.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/bce-tqa-x4a
title: Centaurea jacea L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/rwg-2qr-7ym
title: Trifolium pratense L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.5281/zenodo.15862785
title: The Strummin' Dataset: an international pop/rock curated audio selection for strumming patterns recognition

description: Description

The Strummin’ Dataset is a curated collection of annotated pop/rock music excerpts developed as part of the Strummin’ Gym project, which aims to support beginner guitarists in acquiring core rhythmic accompaniment skills. Unlike existing datasets for beat, tempo, or onset detection, this dataset addresses the novel task of categorical strumming pattern recognition, focusing on mid-level rhythmic structures (binary, quaternary, ternary) widely used in pop/rock pedagogy.

Contents and Structure

The release consists of:



A dataset/ folder containing:



Original .csv file with metadata and annotations

Downloaded audio files (YouTube audio .wav files, 2chs., 48kHz)

Pre-computed rhythmic features (w. LibROSA, Essentia and RP_extract) in .npz format, .svg high-resolution plots for each feature/file






Supporting scripts:



data_processing.py: feature_extractor class implemented and features extraction pipeline

data.py: dataset and dataloader classes definition with PyTorch and LightningDataModule integration




Annotations

Each song entry in the .csv file includes:



Title and Performer

YouTube URL of the song

Tempo Annotations:



bpm_marco: manually validated

bpm_tunebat: from Tunebat (Essentia.js)

bpm_songBPM: from SongBPM (Spotify API)



Strumming Pattern Label:



0: binary articulation

1: quaternary articulation

2: ternary articulation



Download Flag: indicating successful pre-retrieval


 

Statistics






title



performer



yt_url



bpm_marco



bpm_tunebat



bpm_songbpm



label



downloaded



Through her eyes
Dream Theater
https://www.youtube.com/watch?v=3gy8hkVMqwQ
57
114
114
0
True


Rehab
Amy Winehouse
https://www.youtube.com/watch?v=KUmZp8pR1uc
145
72
72
1
True


Let's twist again
Chubby Checker
https://www.youtube.com/watch?v=Frw7U5X8dhg
167
168
168
2
True




Total samples: 257Average duration (per file): 242.78 seconds (around 4min. per song)Total contents duration: 17:19:53 (hh:mm:ss)

Samples (per class):



Class 0: 89 samples

Class 1: 99 samples

Class 2: 69 samples


Usage

The dataset can be used for training and evaluating deep learning models in:



Strumming pattern classification

Rhythmic feature analysis & recognition (BPM, onsets retrieval, rhythmic segmentation etc.)

Educational/MIR applications


It integrates with PyTorch and TorchAudio, supporting waveform-based and descriptor-based pipelines. Segment-wise data loading and label inheritance allow flexible experiments with pre-defined (but customizable) 10-second clips (inspired by AudioSet "standard").

 

References

"M. Pennese, S. Giacomelli and C. Rinaldi A Kolmogorov Arnold Network NAS Framework for Strumming Pattern Recognition in Technology-Enhanced Pop/Rock Music Education" (under peer-review for IS2 IEEE International Symposium of The Internet of Sounds 2025)
DOI: 10.5281/zenodo.15862786
title: The Strummin' Dataset: an international pop/rock curated audio selection for strumming patterns recognition

description: Description

The Strummin’ Dataset is a curated collection of annotated pop/rock music excerpts developed as part of the Strummin’ Gym project, which aims to support beginner guitarists in acquiring core rhythmic accompaniment skills. Unlike existing datasets for beat, tempo, or onset detection, this dataset addresses the novel task of categorical strumming pattern recognition, focusing on mid-level rhythmic structures (binary, quaternary, ternary) widely used in pop/rock pedagogy.

Contents and Structure

The release consists of:



A dataset/ folder containing:



Original .csv file with metadata and annotations

Downloaded audio files (YouTube audio .wav files, 2chs., 48kHz)

Pre-computed rhythmic features (w. LibROSA, Essentia and RP_extract) in .npz format, .svg high-resolution plots for each feature/file






Supporting scripts:



data_processing.py: feature_extractor class implemented and features extraction pipeline

data.py: dataset and dataloader classes definition with PyTorch and LightningDataModule integration




Annotations

Each song entry in the .csv file includes:



Title and Performer

YouTube URL of the song

Tempo Annotations:



bpm_marco: manually validated

bpm_tunebat: from Tunebat (Essentia.js)

bpm_songBPM: from SongBPM (Spotify API)



Strumming Pattern Label:



0: binary articulation

1: quaternary articulation

2: ternary articulation



Download Flag: indicating successful pre-retrieval


 

Statistics






title



performer



yt_url



bpm_marco



bpm_tunebat



bpm_songbpm



label



downloaded



Through her eyes
Dream Theater
https://www.youtube.com/watch?v=3gy8hkVMqwQ
57
114
114
0
True


Rehab
Amy Winehouse
https://www.youtube.com/watch?v=KUmZp8pR1uc
145
72
72
1
True


Let's twist again
Chubby Checker
https://www.youtube.com/watch?v=Frw7U5X8dhg
167
168
168
2
True




Total samples: 257Average duration (per file): 242.78 seconds (around 4min. per song)Total contents duration: 17:19:53 (hh:mm:ss)

Samples (per class):



Class 0: 89 samples

Class 1: 99 samples

Class 2: 69 samples


Usage

The dataset can be used for training and evaluating deep learning models in:



Strumming pattern classification

Rhythmic feature analysis & recognition (BPM, onsets retrieval, rhythmic segmentation etc.)

Educational/MIR applications


It integrates with PyTorch and TorchAudio, supporting waveform-based and descriptor-based pipelines. Segment-wise data loading and label inheritance allow flexible experiments with pre-defined (but customizable) 10-second clips (inspired by AudioSet "standard").

 

References

"M. Pennese, S. Giacomelli and C. Rinaldi A Kolmogorov Arnold Network NAS Framework for Strumming Pattern Recognition in Technology-Enhanced Pop/Rock Music Education" (under peer-review for IS2 IEEE International Symposium of The Internet of Sounds 2025)
DOI: 10.3535/9kz-61j-d9m
title: Phlomis L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/wk5-q3t-tel
title: Cornus sanguinea L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/281-efh-5p1
title: Carex L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/v36-p0j-h3j
title: Carex norvegica Retz.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/hwd-6k6-rj1
title: Potentilla verna L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/wd6-9da-yl4
title: Ranunculus auricomus L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/0je-7mj-v5q
title: Ranunculus auricomus L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/3by-pmv-a4w
title: Ranunculus auricomus L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/8v2-xlf-sb8
title: Vicia parviflora Cav.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/cwv-xjh-g8c
title: Ranunculus auricomus L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/3s7-51v-bwf
title: Aira praecox L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/x6a-b5m-w00
title: Ranunculus auricomus L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/1xx-0kp-z52
title: Poa angustifolia L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/g7p-w2j-n0y
title: Crataegus monogyna Jacq.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/p1q-77e-c7b
title: Acer campestre L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/6le-99f-ddn
title: Stellaria media (L.) Vill.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/syg-zhg-mv1
title: Silene latifolia Poir.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/4l3-2yw-ex4
title: Festuca Tourn. ex L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/qx2-261-mb2
title: Cerastium semidecandrum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/q66-sg2-kt2
title: Festuca Tourn. ex L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/5fy-atd-vty
title: Festuca Tourn. ex L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ptg-3yj-0jb
title: Sisymbrium officinale (L.) Scop.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/l9p-8g5-9sx
title: Artemisia vulgaris L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/t2w-fhw-cxf
title: Cerastium holosteoides Fr.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/fjv-8gm-qy6
title: Plantago major L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/y44-l0y-ew1
title: Berteroa incana (L.) DC.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/0zv-mf6-d4j
title: Scorzoneroides autumnalis subsp. autumnalis

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/px9-bwj-nz6
title: Fallopia convolvulus (L.) Á. Löve

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/x44-2a6-jfr
title: Pastinaca sativa L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/xjl-k95-p8v
title: Solanum nigrum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/9cv-egj-pwy
title: Calluna vulgaris (L.) Hull

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/sr7-d24-8mv
title: Quercus robur L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/v66-8dk-gjx
title: Setaria viridis (L.) P.Beauv.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/d3y-bkx-yhe
title: Medicago sativa subsp. sativa

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/p0g-jgf-qe1
title: Jasione montana L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/5ey-vej-5ap
title: Lolium perenne L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/x70-36p-j3m
title: Barbarea vulgaris W. T. Aiton

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/xyb-7v8-rjx
title: Erodium cicutarium (L.) L'Hér.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/stq-awf-1x9
title: Rumex acetosella L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/w46-sab-w6y
title: Setaria pumila (Poir.) Roem. & Schult.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/nq0-qs8-vcp
title: Hyacinthoides hispanica (Mill.) Rothm.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/tc3-x9g-nbl
title: Dactylis glomerata L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/61j-sz9-h4t
title: Bromus hordeaceus L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/nx7-ble-6tf
title: Saxifraga granulata L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/gn1-6fp-p3n
title: Arabidopsis thaliana (L.) Heynh.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/nt7-8ep-lj6
title: Rumex acetosella L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/91j-n55-5mw
title: Euphorbia cyparissias L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.