cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.pbmqsa
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euphorbia tirucalli",
 "Country is Cook Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068646-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/k8s-hs3-ssh
title: Celastraceae R. Br.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/zal-py0-p94
title: Filago germanica L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/gdq-bbr-6n5
title: Synsepalum cerasiferum (Welw.) T.D.Penn.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/m2h-2x3-sne
title: Carpesium cernuum L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/1he-yz3-6yj
title: Inula montbretiana DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/dhw-qtm-ylv
title: Thunbergia kirkii Hook. fil.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/afp-c8e-bd6
title: Euphorbia maculata L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/j6g-xa3-bkf
title: Petrocoptis pyrenaica subsp. pseudoviscosa (Fern. Casas) Fern. Casas

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/sjw-7ce-5nf
title: Jurinea mollis (L.) Rchb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/y9v-xjg-x5p
title: Persicaria minor (Huds.) Opiz

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

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euphorbia tirucalli",
 "Country is Cuba",
 "HasCoordinate is true"
 ]
}

 The dataset includes 12 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068647-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/k27-wpg-tfe
title: Asteriscus hierochunticus (Michon) Wiklund

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/gp1-tzn-cfr
title: Echium parviflorum Moench

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/n2c-gkn-g03
title: Pallenis maritima (L.) Greuter

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/5v3-wy0-6wr
title: Gazania linearis (Thunb.) Druce

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/jce-v4a-2gz
title: Dittrichia viscosa subsp. revoluta (Hoffmanns. & Link) P. Silva & Tutin

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/97m-r2s-cyb
title: Asteriscus hierochunticus (Michon) Wiklund

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/3na-0j4-4n7
title: Iphiona scabra DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/z2n-amq-2yr
title: Mentha pulegium L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/b5f-rl4-erg
title: Hornungia procumbens (L.) Hayek

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/skx-l35-c8c
title: Strychnos mellodora S. Moore

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/7j9-bj8-86j
title: Crambe filiformis Jacq.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/k97-tt4-bxb
title: Silene gallica L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/nmm-sdh-6hc
title: Euphorbia isatidifolia Lam.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.kru7fr
title: Occurrence Download

description: A dataset containing 5090 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 (Charadrius melodus)",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 5090 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068645-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/kkf-bnh-ctf
title: Frankenia pulverulenta L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/net-tgj-v7z
title: Silene colorata Poir.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/4xz-xc0-ew3
title: Lobularia maritima (L.) Desv.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/acc-m28-kd8
title: Crepis rueppellii Sch. Bip.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/nh7-vaf-4kv
title: Lobularia maritima (L.) Desv.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/a73-hwx-r0h
title: Lythrum hyssopifolia L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/eas-1hz-fj6
title: Silene ramosissima Desf.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/3jv-jk1-9qy
title: Collinsia bicolor Benth.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/fva-63d-ksz
title: Staphylea trifolia L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/22m-5sw-cwt
title: Solanum schumannianum Dammer

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/3sp-5jv-nae
title: Cardamine hirsuta L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/h56-mxs-jra
title: Pseudoturritis turrita (L.) Al-Shehbaz

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/wxm-d1e-173
title: Euphorbia lagascae Spreng.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/qv0-2fv-5vv
title: Euphorbia exigua L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/xa9-4m2-xlm
title: Myosotis stricta Link ex Roem. & Schult.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/3vr-p87-ezf
title: Marrubium peregrinum L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/wrp-16e-2y5
title: Carex stenophylla Wahlenb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/hs1-j95-42e
title: Mercurialis elliptica Lam.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/xwp-ya0-mp9
title: Euphorbia characias L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/3d1-g55-6bj
title: Tolpis barbata (L.) Gaertn.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/fdm-gfp-ysm
title: Mercurialis annua L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ll3-x9z-q2h
title: Sinapis arvensis L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/gwa-bat-wkb
title: Origanum rotundifolium Boiss.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/w3b-t1c-1ce
title: Euphorbia squamigera Loisel.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/b24-dyz-z3r
title: Euphorbia exigua L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/dm5-bth-8d2
title: Eleusine indica (L.) Gaertn.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/3bn-w6x-hn8
title: Echium asperrimum Lam.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/lev-j7l-mgz
title: Mercurialis tomentosa L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/46a-z0a-09p
title: Vicia lathyroides L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/vjx-xm0-wva
title: Ebenaceae

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/33c-ef9-yz0
title: Lilium martagon L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/dy5-str-j3g
title: Eudianthe laeta (Aiton) Rchb. ex Willk.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/4zr-1n2-ylz
title: Solanum aethiopicum L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/j10-haq-htp
title: Solanum nigrum L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/jp8-pa3-nxg
title: Valantia muralis L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/jj6-m5n-19t
title: Carex alba Scop.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/qx8-gv5-j97
title: Trifolium striatum L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.wc5q42
title: Occurrence Download

description: A dataset containing 324 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euphorbia tirucalli",
 "Country is Ethiopia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 324 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068648-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/6ml-nk9-ve2
title: Silene obtusifolia Willd.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/vb5-at8-w9q
title: Philadelphus coronarius L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/7ff-7sa-x57
title: Buglossoides arvensis (L.) I. M. Johnst.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/eqe-ycm-k18
title: Kernera boissieri Reut.

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

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005280-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x33pfv
title: Occurrence Download

description: A dataset containing 272872889 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 272872889 records from 5767 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0135488-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2pd24k
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Barbarea arcuata pinnatisecta, Barbarea arcuata pubescens, Barbarea augustana, Barbarea barbarea, Barbarea barbarea brachycarpa, Barbarea barbarea longisiliquosa, Barbarea ceretana, Barbarea croatica, Barbarea hirsuta, Barbarea hispanica)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Machine Observation)"
 ]
 }
 },
 "Continent is Europe",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024675-250711103210423/datasets/export for details.
DOI: 10.15468/dl.j63z36
title: Occurrence Download

description: A dataset containing 19476 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "Geometry POLYGON ((-98.79939 18.174, -98.73225 18.19023, -98.68336 18.21698, -98.65676 18.22578, -98.65995 18.2811, -98.673 18.32248, -98.67729 18.3703, -98.69059 18.38613, -98.70494 18.39585, -98.71404 18.43682, -98.7686 18.48274, -98.83484 18.50468, -98.84675 18.55747, -98.91131 18.60677, -98.92109 18.61171, -98.96588 18.61522, -99.03209 18.5909, -99.0781 18.50871, -99.15875 18.50112, -99.22383 18.5191, -99.30361 18.49311, -99.30821 18.4896, -99.34629 18.46615, -99.36605 18.41635, -99.36698 18.41018, -99.35153 18.38246, -99.29547 18.32189, -99.27735 18.25871, -99.27175 18.25181, -99.24515 18.23316, -99.23802 18.23216, -99.21777 18.22678, -99.19917 18.21741, -99.05859 18.1944, -98.95421 18.18083, -98.79939 18.174))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 }
 ]
}

 The dataset includes 19476 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024673-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9mrs6f
title: Occurrence Download

description: A dataset containing 264 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amaranthus albus",
 "Country is Israel",
 "HasCoordinate is true"
 ]
}

 The dataset includes 264 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024677-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e225081v1
title: A Pedagogically Oriented Agent-Based Model of Small-Group Discussion

description: Agent-based
models (ABMs) are widely applied to better understand complex relationships
linking individual behaviors and social phenomena and there is growing interest
in applying these models in education. However, ABMs are typically defined in
abstract ways that make interpretation difficult in classroom contexts. This work
describes an ABM of small-group discussion that differs from prior work in two
ways. One difference is that its abstractions are rooted in and interpreted
with theory that has direct relevance to pedagogical practice. A second
difference is the model draws on visualization techniques and measures to
enhance instructional interpretability. The model replicates general findings
previously reported, while affording a fine-grained view of both small-group
and individual development. A series of simulation studies demonstrate how the
model represents a more complete and readily interpretable system to explore,
understand, and theoretically ground the influence of environmental factors and
student and teacher behaviors on discussion-based learning.
description: Review and use of PT Model code requires the NetLogo development environment.
DOI: 10.15468/dl.896dw8
title: Occurrence Download

description: A dataset containing 6683 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aeschynomene indica, Aeschynomene indica, Aeschynomene indica)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6683 records from 251 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024676-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e225081v2
title: A Pedagogically Oriented Agent-Based Model of Small-Group Discussion

description: Agent-based
models (ABMs) are widely applied to better understand complex relationships
linking individual behaviors and social phenomena and there is growing interest
in applying these models in education. However, ABMs are typically defined in
abstract ways that make interpretation difficult in classroom contexts. This work
describes an ABM of small-group discussion that differs from prior work in two
ways. One difference is that its abstractions are rooted in and interpreted
with theory that has direct relevance to pedagogical practice. A second
difference is the model draws on visualization techniques and measures to
enhance instructional interpretability. The model replicates general findings
previously reported, while affording a fine-grained view of both small-group
and individual development. A series of simulation studies demonstrate how the
model represents a more complete and readily interpretable system to explore,
understand, and theoretically ground the influence of environmental factors and
student and teacher behaviors on discussion-based learning.
description: Review and use of PT Model code requires the NetLogo development environment.
DOI: 10.15468/dl.rg37yq
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ACC0053"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024678-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z3fq83
title: Occurrence Download

description: A dataset containing 9307 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "DatasetKey is iNaturalist Research-grade Observations",
 "IucnRedListCategory is LC",
 "License is CC0 1.0",
 "OccurrenceStatus is Present",
 "TaxonKey is Charadriiformes"
 ]
}

 The dataset includes 9307 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024680-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u9h3cf
title: Occurrence Download

description: A dataset containing 13075 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is BRA.5.253_2",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 13075 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024679-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yr9ute
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ganonema farinosum",
 "Country is Türkiye",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024681-250711103210423/datasets/export for details.
DOI: 10.5281/zenodo.15915370
title: Bionano Irys Optical Genome Mapping data of Embleya australiensis MST-111070 isolate MST-111070v14

description: The "Strep_1_2015-12-11_13_14.tar.gz" file contains the full original package (made available to us by the technology provider and prior any further analysis) with the raw data of the optical mapping performed with Bionano Irys (Bionano Genomics, San Diego, USA) technology on genomic DNA of the actinomycete strain Embleya australiensis MST-111070 isolate MST-111070v14, that led to the publication of a high-quality genome assembly of this organism (https://doi.org/10.1101/2025.07.03.662523  and NCBI BioProject PRJNA1219506). As described in the methods section of the referred work: "Bacterial cells were prepared from a liquid culture following supplier’s instructions; DNA-extraction, labelling and data collection including processing of images to extract BNX files with molecules information, was commissioned to the Earlham Institute (Norwich Research Park, Norwich, NR4 7UZ, United Kingdom). We received BNX files with Bionano molecules information for a high-resolution map of the distribution of the recognition site for nickase Nt.BspQI (GCTCTTC)." The BNX files as well as the original images are provided in this package.

The file "NCBI_SUB14353019.zip" contains the final DNA sequence assembly submitted to NCBI, and includes the full assembly in FASTA format which can be used as refference for the Bionano data analysis. It is also included the genome assembly annotated by NCBI in Genbank format, and the .acc file with the allocated accesion numbers.

All these original raw data and DNA sequence assembly allow the reproduction of our analysis and test of our hypothesis and conclussions, with current software or other available in future.