cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/7wr-r5p-s04
title: Fraxinus angustifolia subsp. oxycarpa (M.Bieb. ex Willd.) Franco & Rocha Afonso

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/a82-1xl-t4h
title: Melampyrum sylvaticum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.15468/dl.22un6k
title: Occurrence Download

description: A dataset containing 146 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Pinus koraiensis"
 ]
}

 The dataset includes 146 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000063-250710112747441/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/lvj-57m-74m
title: Rumex acetosella L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/cfj-e7n-190
title: Globularia nudicaulis L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/pgm-rw4-bam
title: Polygala comosa Schkuhr

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.15468/dl.kw9sbq
title: Occurrence Download

description: A dataset containing 1258 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Insect (Hymenoptera) Biodiversity Across Forest Canopy and Understorey in SE-Asia BIFA5_026"
 ]
}

 The dataset includes 1258 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000058-250710112747441/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/870-1v7-l26
title: Rumex alpinus L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/m4w-e48-5mr
title: Quercus L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/yx0-4wp-1lr
title: Limonium virgatum (Willd.) Fourr.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.34816/ifao.archives.301933
title: DEIR EL-MÉDINA_nb_1980_03609

description: Référence : nb_1980_03609<br />Site : Deir el-Médina<br />Secteur : Village<br />Type : photographie<br />
DOI: 10.3535/4jd-xd9-sn4
title: Limonium virgatum (Willd.) Fourr.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/yxk-c9y-hsf
title: Flueggea virosa (Roxb. ex Willd.) Royle

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/q9g-c9t-b3a
title: Reynoutria × bohemica Chrtek & Chrtková

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/tnc-hk9-4vl
title: Limonium virgatum (Willd.) Fourr.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.34816/ifao.archives.301934
title: DEIR EL-MÉDINA_nb_1980_03610

description: Référence : nb_1980_03610<br />Site : Deir el-Médina<br />Secteur : Village<br />Type : photographie<br />
DOI: 10.3535/2k4-7pg-s6k
title: Reynoutria japonica Houtt.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/cjt-fgp-l3n
title: Reynoutria japonica Houtt.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/syn-nbj-69f
title: Polygonum graminifolium Heuff.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/45n-7w3-v8h
title: Polycnemum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/gcm-141-w90
title: Rumex L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.34816/ifao.archives.301935
title: DEIR EL-MÉDINA_nb_1980_03614

description: Référence : nb_1980_03614<br />Site : Deir el-Médina<br />Secteur : Village<br />Type : photographie<br />
DOI: 10.3535/93d-nwl-b8s
title: Limonium virgatum (Willd.) Fourr.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/m3k-tvk-f9r
title: Humulus lupulus L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.15468/dl.r6x92d
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Thamnomanes saturninus)",
 "Country is one of (Algeria, Angola, Benin, Botswana, British Indian Ocean Territory, Burkina Faso, Burundi, Cabo Verde, Cameroon, Central African Republic, Chad, Comoros, Congo, Congo, Democratic Republic of the, Côte d’Ivoire, Djibouti, Egypt, Equatorial Guinea, Eritrea, Eswatini, Ethiopia, French Southern Territories, Gabon, Gambia, Ghana, Guinea, Guinea-Bissau, Kenya, Lesotho, Liberia, Libya, Madagascar, Malawi, Mali, Mauritania, Mauritius, Mayotte, Morocco, Mozambique, Namibia, Niger, Nigeria, Réunion, Rwanda, Saint Helena, Ascension and Tristan da Cunha, Sao Tome and Principe, Senegal, Seychelles, Sierra Leone, Somalia, South Africa, South Sudan, Sudan, Tanzania, United Republic of, Togo, Tunisia, Uganda, Western Sahara, Zambia, Zimbabwe)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000055-250710112747441/datasets/export for details.
DOI: 10.3535/a1e-gkw-1xy
title: Pteris vittata L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/wfj-s4l-zp6
title: Polygala comosa Schkuhr

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.34816/ifao.archives.301936
title: DEIR EL-MÉDINA_nb_1980_03615

description: Référence : nb_1980_03615<br />Site : Deir el-Médina<br />Secteur : Village<br />Type : photographie<br />
DOI: 10.3535/zsm-8yw-41n
title: Ananthacorus angustifolius (Sw.) Underw. & Maxon

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/12y-chr-stn
title: Pteris biaurita L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/efq-27h-afx
title: Pteris quadriaurita Retz.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/02a-ssb-m00
title: Pityrogramma dealbata (C. Presl) R. M. Tryon

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/gd5-xeb-jhl
title: Campyloneurum xalapense Fée

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.34816/ifao.archives.301937
title: DEIR EL-MÉDINA_nb_1980_03616

description: Référence : nb_1980_03616<br />Site : Deir el-Médina<br />Secteur : Village<br />Type : photographie<br />
DOI: 10.3535/6p0-5wg-350
title: Campyloneurum xalapense Fée

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.34816/ifao.archives.301938
title: DEIR EL-MÉDINA_nb_1980_03638

description: Référence : nb_1980_03638<br />Site : Deir el-Médina<br />Secteur : Village<br />Type : photographie<br />
DOI: 10.3535/6ym-jva-sk1
title: Leucanthemum ircutianum subsp. leucolepis (Briq. & Cavill.) Vogt & Greuter

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/r3j-gay-ssv
title: Leucanthemum ircutianum subsp. leucolepis (Briq. & Cavill.) Vogt & Greuter

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.15468/dl.btn4s3
title: Occurrence Download

description: A dataset containing 804 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Macrosternodesmus palicola"
 ]
}

 The dataset includes 804 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000074-250710112747441/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/3zx-5rz-cdb
title: Leucanthemum ircutianum subsp. leucolepis (Briq. & Cavill.) Vogt & Greuter

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/6v8-lma-mkz
title: Quercus L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.34816/ifao.archives.301939
title: DEIR EL-MÉDINA_nb_1980_03647

description: Référence : nb_1980_03647<br />Site : Deir el-Médina<br />Secteur : Village<br />Type : photographie<br />
DOI: 10.3535/sgl-xpq-8cl
title: Philodendron Schott

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/5ac-src-da3
title: Gaga angustifolia (Kunth) Fay W. Li & Windham

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/jj0-c18-prj
title: Acanthaceae Juss.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/wfj-psd-m2q
title: Philodendron Schott

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.34816/ifao.archives.301940
title: DEIR EL-MÉDINA_nu_2021_01844

description: Référence : nu_2021_01844<br />Site : Deir el-Médina<br />Secteur : Village<br />Type : photographie<br />
DOI: 10.3535/hsb-1va-kl5
title: Adiantum trapeziforme L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/wak-l44-w9m
title: Campyloneurum xalapense Fée

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/h2r-yfw-y9e
title: Amauropelta resinifera (Desv.) Pic. Serm.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/hem-9rq-35w
title: Amauropelta resinifera (Desv.) Pic. Serm.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/6wz-74r-ewy
title: Sticherus fulvus (Desv.) Ching

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/pdb-p62-9vx
title: Gleichenella pectinata (Willd.) Ching

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/tea-602-d57
title: Leucanthemum ircutianum subsp. leucolepis (Briq. & Cavill.) Vogt & Greuter

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/1lt-4te-p8z
title: Pityrogramma calomelanos (L.) Link

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/y5q-lhz-abd
title: Polygala L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/8tv-pg9-41a
title: Sticherus bifidus (Willd.) Ching

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/zz6-ah3-579
title: Rumex L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/fet-5y9-pt3
title: Rumex L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/hv7-2yc-qee
title: Notholaena brachypus (Kunze) J. Sm.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/01b-2x7-pa9
title: Fraxinus angustifolia subsp. oxycarpa (M.Bieb. ex Willd.) Franco & Rocha Afonso

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/qsq-cat-p0k
title: Mildella intramarginalis (Kaulf. ex Link) Trevis.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.34816/ifao.archives.301941
title: DEIR EL-MÉDINA_nu_2021_01929

description: Référence : nu_2021_01929<br />Site : Deir el-Médina<br />Secteur : Village<br />Type : photographie<br />
DOI: 10.3535/8jj-0q1-xqb
title: Leucanthemum ircutianum subsp. leucolepis (Briq. & Cavill.) Vogt & Greuter

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/b1p-44k-c2p
title: Leucanthemum ircutianum subsp. leucolepis (Briq. & Cavill.) Vogt & Greuter

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/xkg-7rz-mec
title: Leucanthemum ircutianum subsp. leucolepis (Briq. & Cavill.) Vogt & Greuter

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.34816/ifao.archives.301942
title: DEIR EL-MÉDINA_nu_2021_02186

description: Référence : nu_2021_02186<br />Site : Deir el-Médina<br />Secteur : Village<br />Type : photographie<br />
DOI: 10.3535/87e-r90-2lx
title: Corydalis cava (L.) Schweigg. & Körte

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/lt0-v6x-rg9
title: Thelypteris Schmidel

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ter-06t-x3w
title: Nymphaea candida C. Presl

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.34816/ifao.archives.301943
title: DEIR EL-MÉDINA_nu_2021_02187

description: Référence : nu_2021_02187<br />Site : Deir el-Médina<br />Secteur : Village<br />Type : photographie<br />
DOI: 10.3535/jzf-lsd-xvp
title: Meniscium serratum Cav.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/whs-bqt-pb8
title: Polypodium pleurosorum Kunze ex Mett.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/43s-z53-g05
title: Pleopeltis polypodioides (L.) E. G. Andrews & Windham

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.34816/ifao.archives.301944
title: DEIR EL-MÉDINA_nu_2021_02188

description: Référence : nu_2021_02188<br />Site : Deir el-Médina<br />Secteur : Village<br />Type : photographie<br />
DOI: 10.3535/7r6-4fg-f11
title: Marathrum foeniculaceum Bonpl.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/87c-7bz-8ww
title: Pleopeltis alansmithii (R. C. Moran) A. R. Sm. & Tejero

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/149-6k2-dvx
title: Pleopeltis furfuracea (Schltdl. & Cham.) A. R. Sm. & Tejero

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ab2-p2p-01k
title: Marathrum foeniculaceum Bonpl.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/8nr-7ep-pfw
title: Pecluma plumula (Humb. & Bonpl. ex Willd.) M. G. Price

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/sv4-3rk-2kq
title: Pleopeltis angusta Humb. & Bonpl. ex Willd.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.5281/zenodo.15854989
title: Metaheurstic Behaviour Analysis: Relating Search Behaviour to Algorithmic Components - Reproducibility and Supplementary Results

description: This repository contains the code for the experiments and evaluation, as well as all produced figures for the work on Metaheurstic Behaviour Analysis: Relating Search Behaviour to Algorithmic Components.

Experiments and data collection:

The experiments are based on the MAHF software framework (the most recent version can be found at https://github.com/mahf-opt/mahf). Reproducing them can be done utilising the scripts in 'experiment-behaviour-analysis' (see the corresponding README for more details).The results are logged in .cbor files.

Analysis:

The analysis can be reproduced using the scripts in 'evaluation-behaviour-analysis' (again, please see the respective README for details).It entails the basic processing of the data, descriptive statistics and visualisations, the application of clustering and dimensionality reduction on the data and subsequent visualisation and pairwise performance comparisons of algorithmic configurations.

Supplementary Results: Figures and Tables:

All visualisations and relevant numerical results generated in the data analysis are provided here.The figures are summarised by the analayis part they results from, i.e. 'descriptive', 'clustering' and 'dimensionality_reduction'.Within these folders, results are sorted by algorithmic dataset.

Further Reading:

Helena Stegherr, Michael Heider, Jonathan Wurth, and Jörg Hähner. “A Comparison of Dimensionality Reduction Techniques for Visualising Search Behaviour”. In: Genetic and Evolutionary Computation Conference (GECCO’25 Companion). ACM, 2025. doi: https: //doi.org/10.1145/3712255.3726648.

Helena Stegherr, Michael Heider, and Jörg Hähner. “A Comparison of Clustering Approaches for Metaheuristic Behaviour Data”. In: Computational Intelligence. SpringerNature Switzerland, 2025, pp. 305–322. isbn: 9783031852527. doi: 10.1007/978-3-031-85252-7_17.

Helena Stegherr, Michael Heider, and Jörg Hähner. “Assisting Convergence Behaviour Characterisation with Unsupervised Clustering”. In: Proceedings of the 15th International Joint Conference on Computational Intelligence. SCITEPRESS - Science and Technology Publications, 2023, pp. 108–118. doi: 10.5220/0012202100003595.

Jonathan Wurth, Helena Stegherr, Michael Heider, Leopold Luley, and Jörg Hähner. “Fast, Flexible, and Fearless: A Rust Framework for the Modular Construction of Metaheuristics”. In: Proceedings of the Companion Conference on Genetic and Evolutionary Computation. GECCO ’23 Companion. ACM, 2023. doi: 10.1145/3583133.3596335.
DOI: 10.5281/zenodo.15854990
title: Metaheurstic Behaviour Analysis: Relating Search Behaviour to Algorithmic Components - Reproducibility and Supplementary Results

description: This repository contains the code for the experiments and evaluation, as well as all produced figures for the work on Metaheurstic Behaviour Analysis: Relating Search Behaviour to Algorithmic Components.

Experiments and data collection:

The experiments are based on the MAHF software framework (the most recent version can be found at https://github.com/mahf-opt/mahf). Reproducing them can be done utilising the scripts in 'experiment-behaviour-analysis' (see the corresponding README for more details).The results are logged in .cbor files.

Analysis:

The analysis can be reproduced using the scripts in 'evaluation-behaviour-analysis' (again, please see the respective README for details).It entails the basic processing of the data, descriptive statistics and visualisations, the application of clustering and dimensionality reduction on the data and subsequent visualisation and pairwise performance comparisons of algorithmic configurations.

Supplementary Results: Figures and Tables:

All visualisations and relevant numerical results generated in the data analysis are provided here.The figures are summarised by the analayis part they results from, i.e. 'descriptive', 'clustering' and 'dimensionality_reduction'.Within these folders, results are sorted by algorithmic dataset.

Further Reading:

Helena Stegherr, Michael Heider, Jonathan Wurth, and Jörg Hähner. “A Comparison of Dimensionality Reduction Techniques for Visualising Search Behaviour”. In: Genetic and Evolutionary Computation Conference (GECCO’25 Companion). ACM, 2025. doi: https: //doi.org/10.1145/3712255.3726648.

Helena Stegherr, Michael Heider, and Jörg Hähner. “A Comparison of Clustering Approaches for Metaheuristic Behaviour Data”. In: Computational Intelligence. SpringerNature Switzerland, 2025, pp. 305–322. isbn: 9783031852527. doi: 10.1007/978-3-031-85252-7_17.

Helena Stegherr, Michael Heider, and Jörg Hähner. “Assisting Convergence Behaviour Characterisation with Unsupervised Clustering”. In: Proceedings of the 15th International Joint Conference on Computational Intelligence. SCITEPRESS - Science and Technology Publications, 2023, pp. 108–118. doi: 10.5220/0012202100003595.

Jonathan Wurth, Helena Stegherr, Michael Heider, Leopold Luley, and Jörg Hähner. “Fast, Flexible, and Fearless: A Rust Framework for the Modular Construction of Metaheuristics”. In: Proceedings of the Companion Conference on Genetic and Evolutionary Computation. GECCO ’23 Companion. ACM, 2023. doi: 10.1145/3583133.3596335.
DOI: 10.34816/ifao.archives.301945
title: DEIR EL-MÉDINA_nu_2021_02189

description: Référence : nu_2021_02189<br />Site : Deir el-Médina<br />Secteur : Village<br />Type : photographie<br />
DOI: 10.3535/z6a-f48-f4j
title: Thelypteris Schmidel

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/1az-4vj-776
title: Pecluma plumula (Humb. & Bonpl. ex Willd.) M. G. Price

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/th7-ek6-z5j
title: Meniscium serratum Cav.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.34816/ifao.archives.301946
title: DEIR EL-MÉDINA_nu_2021_02190

description: Référence : nu_2021_02190<br />Site : Deir el-Médina<br />Secteur : Village<br />Type : photographie<br />
DOI: 10.3535/30n-e7y-x6s
title: Senecio chilensis Less.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/nds-j1e-he0
title: Pleopeltis polypodioides (L.) E. G. Andrews & Windham

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/6jz-jpf-10q
title: Dryopteris patula (Sw.) Underw.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ak0-bt3-5vj
title: Dryopteris patula (Sw.) Underw.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/vdz-p8v-df5
title: Polystichum alfaroi (Christ) Barrington

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/zmf-rej-1sk
title: Elaphoglossum Schott ex J. Sm.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.34816/ifao.archives.301947
title: DEIR EL-MÉDINA_ts_2021_01094

description: Référence : ts_2021_01094<br />Site : Deir el-Médina<br />Secteur : Village<br />Type : photographie<br />