cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/na8-8tx-8g1
title: Leguminosae Juss.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.15468/dl.vmkxbj
title: Occurrence Download

description: A dataset containing 218 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Saponaria officinalis",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 218 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024950-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15881731
title: Context Aware Joins in Open Data

description: Description 



The OpenData benchmark is a collection of tables extracted from open government data repositories, which have been frequently used in set-similarity-based join search studies. Most of the prior work used an exact method to determine set overlap and leverage it as a ground truth for joinability evaluation. However, focusing solely on column similarity is insufficient for enterprise data lakes as they contain unrelated data from diverse sources. For datalakes, it is important to prioritize statistically significant and contextually relevant joins. In our work [1], we introduced the problem of context-aware joinable columns search, but did not find any significant study or benchmark that captures the notion of context-aware joinable columns.


So, we gathered human annotations for a small subset of OpenData to enable the creation of context-aware joins that reflect real-world user behavior. We identified

471 column pairs that exhibited high containment scores and solicited join labels from fifteen human annotators. During the annotation process, human annotators had access to table snippets, metadata such as table descriptions, organization IDs, and tags, as well as the potential outcome of the joined table


We received 6 to 15 annotations per sample and regarded columns as joinable if at least 10% of the annotations were positive. Subsequently, we discovered only 42 context-aware joinable column pairs among the 471 pairs that were identified as joinable through set similarity.




The zip file contains

1. README.md

2. gt.jsonl -- Ground Truth Annotations

3. datalake/ -- Datalake tables in .df format

4. metadata/ -- Metadata of the tables in .json format


 


[1] Harsha Kokel, Aamod Khatiwada, Tejaswini Pedapati, Haritha Ananthakrishnan, Oktie Hassanzadeh, Horst Samulowitz, and Kavitha Srinivas. TOPJoin: A Context-Aware Multi-Criteria Approach for Joinable Column Search. VLDB 2025 Workshop: Tabular Data Analysis (TaDA). https://arxiv.org/abs/2507.11505


LICENSE

 



This data is released with CC BY-NC-ND 4.0 License.
DOI: 10.5281/zenodo.15881730
title: Context Aware Joins in Open Data

description: Description 



The OpenData benchmark is a collection of tables extracted from open government data repositories, which have been frequently used in set-similarity-based join search studies. Most of the prior work used an exact method to determine set overlap and leverage it as a ground truth for joinability evaluation. However, focusing solely on column similarity is insufficient for enterprise data lakes as they contain unrelated data from diverse sources. For datalakes, it is important to prioritize statistically significant and contextually relevant joins. In our work [1], we introduced the problem of context-aware joinable columns search, but did not find any significant study or benchmark that captures the notion of context-aware joinable columns.


So, we gathered human annotations for a small subset of OpenData to enable the creation of context-aware joins that reflect real-world user behavior. We identified

471 column pairs that exhibited high containment scores and solicited join labels from fifteen human annotators. During the annotation process, human annotators had access to table snippets, metadata such as table descriptions, organization IDs, and tags, as well as the potential outcome of the joined table


We received 6 to 15 annotations per sample and regarded columns as joinable if at least 10% of the annotations were positive. Subsequently, we discovered only 42 context-aware joinable column pairs among the 471 pairs that were identified as joinable through set similarity.




The zip file contains

1. README.md

2. gt.jsonl -- Ground Truth Annotations

3. datalake/ -- Datalake tables in .df format

4. metadata/ -- Metadata of the tables in .json format


 


[1] Harsha Kokel, Aamod Khatiwada, Tejaswini Pedapati, Haritha Ananthakrishnan, Oktie Hassanzadeh, Horst Samulowitz, and Kavitha Srinivas. TOPJoin: A Context-Aware Multi-Criteria Approach for Joinable Column Search. VLDB 2025 Workshop: Tabular Data Analysis (TaDA). https://arxiv.org/abs/2507.11505


LICENSE

 



This data is released with CC BY-NC-ND 4.0 License.
DOI: 10.15468/dl.rsptzd
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Adelophryne maranguapensis",
 "OccurrenceStatus is Present",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Human Observation)"
 ]
 }
 }
 ]
}

 The dataset includes 19 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024951-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c53r0q63v
title: MassIVE MSV000098538 - Multiomics analysis of Ovarian cancer cell line KO treatment
title: Multiomics (proteins, lipids, metabolites) analysis of ovarian cell line knockout vs control treatments
DOI: 10.15468/dl.8ye6hg
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alyssum sulphureum"
 ]
}

 The dataset includes 16 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024956-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mke88d
title: Occurrence Download

description: A dataset containing 5004 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Saponaria officinalis",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5004 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024957-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48580/d3qvv.v83
title: New species, corallivory, in situ video observations and overview of the Goniasteridae (Valvatida, Asteroidea) in the Hawaiian Region
DOI: 10.48580/d3qvy.v80
title: A new species of Lyria (Gastropoda: Volutidae) from Southern Japan
DOI: 10.48580/d3qvz.v80
title: Three new species of the genus Exphora Signoret, 1860 (Hemiptera, Fulgoromorpha, Tropiduchidae) from Madagascar
DOI: 10.48580/d3qvr.v84
title: Proszynellus — a new jumping spider genus from Australia (Araneae: Salticidae)
DOI: 10.48580/d3qvq.v85
title: A new species of the nearctic gall-forming genus Ta ma l i a Baker (Hemiptera: Aphididae: Tamaliinae)
DOI: 10.48580/d3qvp.v78
title: The misplaced genus Trischidocera Villeneuve (Diptera, Tachinidae)
DOI: 10.48580/d3qvj.v84
title: The genus Hippomedon in Australian waters (Crustacea, Amphipoda, Lysianassidae, Tryphosinae)
DOI: 10.48580/d3qvm.v84
title: A new extant species of Electribius Crowson from Honduras (Coleoptera: Elateroidea: Artematopodidae)
DOI: 10.48580/d3qvn.v81
title: A new species of the water mite genus Hygrobates Koch, 1837 (Acari: Hydrachnidia: Hygrobatidae) from the ancient Lake Ohrid
DOI: 10.48580/d3qvc.v80
title: A new genus and two new species of feather lice (Phthiraptera: Ischnocera: Philopteridae) from New Zealand endemic passerines (Aves: Passeriformes)
DOI: 10.48580/d3qvg.v84
title: Two new species of the genus Pediculaster (Acari: Pygmephoridae) from Western Siberia, Russia
DOI: 10.48580/d3qvh.v82
title: Barilius ardens (Teleostei: Cyprinidae), a new species from the Western Ghats, India, with redescription of B. malabaricus and B. canarensis
DOI: 10.48580/d3qtz.v76
title: A new species of Oromia (Coleoptera: Curculionidae) from the Canary Islands
DOI: 10.48580/d3qv5.v80
title: Additional descriptions of the plant bug genus Psallus from the Korean Peninsula (Hemiptera: Heteroptera: Miridae: Phylinae)
DOI: 10.48580/d3qv7.v83
title: New species of mayflies (Ephemeroptera) from Cape Verde
DOI: 10.48580/d3qvb.v82
title: A review of Mimapsilopa Cresson (Diptera: Ephydridae) from Brazil
DOI: 10.48580/d3qtv.v84
title: The Neotropical genus Ginungagapus gen. nov. (Hesperiidae, Hesperiinae, Moncini): phylogenetic position and taxonomic review
DOI: 10.48580/d3qtx.v81
title: Coreoleuciscus aeruginos (Teleostei: Cypriniformes: Cyprinidae), a new species from the Seomjin and Nakdong rivers, Korea
DOI: 10.48580/d3qtk.v82
title: A checklist of the amphibians and reptiles of Honduras, with additions, comments on taxonomy, some recent taxonomic decisions, and areas of further studies needed
DOI: 10.48580/d3qtl.v79
title: Systematics and biology of mites associated with neotropical hispine beetles in unfurled leaves of Heliconia, with descriptions of two new genera of the family Melicharidae (Acari: Mesostigmata: Gamasina: Ascoidea)
DOI: 10.48580/d3qtp.v82
title: A new species of Pactola Pascoe, 1876 (Coleoptera: Curculionidae: Eugnomini) from New Caledonia
DOI: 10.48580/d3qtq.v76
title: New species and additional records of Amaurodera Fauvel in southern China (Coleoptera, Staphylinidae, Aleocharinae)
DOI: 10.48580/d3qtd.v82
title: Description of five new species of Cnemomis, with a key to the known species (Hemiptera: Heteroptera: Coreidae: Discogastrini)
DOI: 10.48580/d3qtf.v80
title: A new species of the Asian schilbid catfish genus Clupisoma from Myanmar, with a redescription of Clupisoma prateri Hora (Osteichthyes: Siluriformes: Schilbidae)
DOI: 10.48580/d3qtg.v83
title: A reappraisal of the hermit crab genera Catapagurus A. Milne­ Edwards and Hemipagurus Smith (Crustacea: Decapoda: Anomura: Paguridae), with the description of a new species
DOI: 10.48580/d3qtj.v78
title: Revision of Emmenomma Simon (Amaurobiidae, Macrobuninae)
DOI: 10.3535/26x-cnc-n9m
title: Salix L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/snh-8zy-89l
title: Salix L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ppr-9xz-vzl
title: Salix L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/wl7-edt-skq
title: Salix L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/631-cn8-0kp
title: Campanula sartorii Boiss. & Heldr.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/rpr-31k-ltt
title: Salix L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/3rm-qh2-jam
title: Salix L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/tjr-9yy-qpv
title: Melinis minutiflora P.Beauv.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/1f2-dnr-xpy
title: Melica sarmentosa Nees

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/47a-3d8-7f4
title: Melica sarmentosa Nees

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/1zs-qyz-jl6
title: Salix L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/xj6-x9w-b5z
title: Salix L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/e17-sgr-q17
title: Melinis minutiflora P.Beauv.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ryr-jgx-p7l
title: Melica hyalina Döll

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/yqz-xt4-474
title: Bletia purpurea (Lam.) A.DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/4xk-e4y-g27
title: Bletia purpurea (Lam.) A.DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/c4m-3f2-xjb
title: Bifrenaria Lindl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/22r-31a-8et
title: Eryngium junceum Cham. & Schltdl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/d34-069-szj
title: Convolvulus libanoticus Boiss.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/8mz-87b-gad
title: Eryngium juncifolium (Urb.) Mathias & Constance

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/wft-yr1-n2t
title: Melinis minutiflora P.Beauv.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/y2j-8hb-ce3
title: Bletia purpurea (Lam.) A.DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/dnf-zt7-wva
title: Bifrenaria Lindl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/r97-8ye-v26
title: Scabiosa tenuis Spruner ex Boiss.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/jpk-jwj-j60
title: Eryngium ebracteatum Lam.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/yh5-kas-xnm
title: Bifrenaria racemosa (Hook.) Lindl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/zsr-tgj-0mn
title: Melinis minutiflora P.Beauv.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/1wh-pcw-jfq
title: Bifrenaria Lindl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/bbv-6nx-k0h
title: Bifrenaria mellicolor Rchb.f.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/2hl-70m-q8b
title: Melinis minutiflora P.Beauv.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/mey-2mp-ekt
title: Serjania caracasana (Jacq.) Willd.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/1jz-0ap-gj5
title: Melinis minutiflora P.Beauv.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/vjl-f88-b54
title: Melinis minutiflora P.Beauv.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/r61-aw7-j7p
title: Bletia purpurea (Lam.) A.DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/xza-e91-02c
title: Bletia purpurea (Lam.) A.DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/hsd-n67-64b
title: Melinis minutiflora P.Beauv.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/p74-1gw-3d3
title: Melinis minutiflora P.Beauv.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/6e3-a99-exa
title: Pseudoscabiosa limonifolia (Vahl) Devesa

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/r0n-zx5-9m6
title: Bifrenaria racemosa (Hook.) Lindl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/vt4-4z1-bwr
title: Euphrasia collina R. Br.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.v3h6wx
title: Occurrence Download

description: A dataset containing 3490 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 (Cercopithecus mitis)",
 "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 3490 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068780-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/0yg-7pf-g29
title: Lomelosia poecilocarpa (Rech. fil.) P. Caputo & Del Guacchio

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/z05-cma-9ct
title: Euphrasia crassiuscula subsp. eglandulosa (J. H. Willis) W. R. Barker

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/2kw-9b1-2bz
title: Euphrasia crassiuscula subsp. eglandulosa (J. H. Willis) W. R. Barker

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/3mw-xwy-fyh
title: Prosthechea panthera (Rchb.f.) W.E.Higgins

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/qm0-38e-xkd
title: Bifrenaria racemosa (Hook.) Lindl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/r5d-8kq-95f
title: Euphrasia collina R. Br.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/f04-588-cpp
title: Prosthechea pamplonensis (Rchb.f.) W.E.Higgins

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/v7s-4yx-dyp
title: Bifrenaria racemosa (Hook.) Lindl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/409-rpw-jt6
title: Prosthechea panthera (Rchb.f.) W.E.Higgins

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/t52-686-6s5
title: Salix L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/c0n-nqj-h9x
title: Bifrenaria Lindl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/j8q-qk4-1vt
title: Bletia purpurea (Lam.) A.DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/lc6-bbs-2sn
title: Cephalaria setosa Boiss. & Hohen.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/jvn-k2v-tpq
title: Scabiosa triandra L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/qzd-11v-5k7
title: Melinis minutiflora P.Beauv.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/3ga-yxm-ndk
title: Bifrenaria racemosa (Hook.) Lindl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/tkv-1lf-rwd
title: Bifrenaria Lindl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.muew9s
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Lissocampus caudalis"
 ]
}

 The dataset includes 57 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068781-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/2e7-v68-zhe
title: Cephalaria setosa Boiss. & Hohen.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/stf-mhq-04y
title: Melinis minutiflora P.Beauv.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/3cc-xmy-wnv
title: Cephalaria setosa Boiss. & Hohen.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ka7-944-xzs
title: Draba eriopoda Turcz. ex Ledeb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.dgsb6w
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amaranthus spinosus",
 "Country is Papua New Guinea",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068782-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/92a-pcy-4js
title: Bletia Ruiz & Pav.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/5wg-1vv-tzy
title: Euphrasia striata R. Br.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ggd-0yd-c83
title: Euphrasia collina R. Br.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/96d-c0v-zaa
title: Euphrasia collina subsp. diemenica (Spreng.) W. R. Barker

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/mth-ghl-459
title: Prosthechea prismatocarpa (Rchb.f.) W.E.Higgins

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/fth-m2g-pxq
title: Aegilops comosa Sm.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/pel-7ej-d9k
title: Euphrasia collina subsp. diemenica (Spreng.) W. R. Barker

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/8k3-xh3-y8w
title: Prosthechea panthera (Rchb.f.) W.E.Higgins

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/tbq-f33-rsa
title: Bletia Ruiz & Pav.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/cvr-2yl-ql2
title: Bletia purpurea (Lam.) A.DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/jz1-mrt-a60
title: Bletia purpurea (Lam.) A.DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/px8-pnx-qwh
title: Pseudoscabiosa limonifolia (Vahl) Devesa

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/q8k-2nn-ry8
title: Bletia Ruiz & Pav.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/kv8-0gm-she
title: Euphrasia striata R. Br.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/mw1-0v6-31w
title: Luziola peruviana J.F.Gmel.

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