cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/lm8-xnv-8wr
title: Dactylorhiza urvilleana (Steud.) H.Baumann & Künkele

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ykz-dbj-yf4
title: Poa bulbosa L.

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

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oplismenus compositus",
 "Country is Cook Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074057-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/sfk-nxt-elv
title: Bromus erectus Huds.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/smx-mnp-32l
title: Bromus tectorum L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/6kx-tk2-q83
title: Euphrasia salisburgensis Funck ex Hoppe

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/2pq-lyr-kvn
title: Tecoma stans (L.) Juss. ex Kunth

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/mtm-hfa-jg2
title: Delphinium hispanicum Costa

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/n4h-cea-ecs
title: Senecio vernalis Waldst. & Kit.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/w78-xj9-4j5
title: Elymus violaceus (Hornem.) J.Feilberg

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/dd3-90m-trg
title: Chenopodium album L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/m9j-fvx-9np
title: Chenopodium album L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/gyw-3f5-4m2
title: Chenopodium album L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/qgp-30q-jpv
title: Chenopodium album L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/wlq-c2b-1qa
title: Chenopodium album L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.r49tb3
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oplismenus compositus",
 "Country is Micronesia (Federated States of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074058-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/bpq-gyt-l9n
title: Chenopodium album L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ze9-2m2-lz5
title: Chenopodium album L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/8sw-y8j-y30
title: Noccaea vesicaria (L.) Al-Shehbaz

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/k57-te4-ecr
title: Phlomis herba-venti subsp. pungens (Willd.) Maire ex DeFilipps

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ch9-b6a-p0l
title: Asparagus persicus Baker

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/mx7-ctk-m4l
title: Chenopodium album L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/6pk-wa5-p1r
title: Chenopodium album L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.fkmjtc
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 (Leopoldamys sabanus)",
 "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 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074059-250717081556266/datasets/export for details.
DOI: 10.3535/4gr-kmr-jqk
title: Allium rubellum M.Bieb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/lf0-gxl-7dz
title: Thymus transcaucasicus Ronniger

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/7gd-kzr-15x
title: Veronica multifida L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/z2q-bz6-e0m
title: Carex melanostachya M.Bieb. ex Willd.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/809-q3l-11v
title: Tragopogon kemulariae Kuth.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/c30-wle-jzw
title: Fritillaria caucasica Adams

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/abz-gvh-ecw
title: Tragopogon graminifolius DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/w3t-ltg-xv8
title: Acanthus dioscoridis L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/n6k-1z4-sad
title: Hablitzia tamnoides M. Bieb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/qm7-1m0-hys
title: Potamogeton berchtoldii Fieber

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/0b4-qp0-n9q
title: Tripleurospermum parviflorum (Willd.) Pobed.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/mqw-pc9-0x3
title: Stuckenia pectinata (L.) Börner

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/er2-kfd-8gg
title: Chenopodium album L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/rdq-6j0-9v2
title: Prunus fenzliana Fritsch

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/cbt-fcy-zkg
title: Chenopodium album L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/2bq-tp6-9zd
title: Chenopodium album L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/gmr-y8l-714
title: Chenopodium album L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/q3y-rmt-1aa
title: Chenopodium album L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/0kf-nrp-f9p
title: Chenopodium album L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/48a-0v7-647
title: Chenopodium album L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/k5n-cwr-rgn
title: Asplenium ceterach L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/v8a-gs1-54p
title: Iris paradoxa Steven

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ez7-n2g-lvs
title: Cruciata Mill.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/tv4-vhz-7az
title: Allium paradoxum (M.Bieb.) G.Don

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/gqt-a87-sj5
title: Carex melanostachya M.Bieb. ex Willd.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/m5a-q46-vye
title: Astrodaucus orientalis (L.) Drude

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/8bl-zge-dgr
title: Chenopodium album L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ldn-av2-sdn
title: Chenopodium album L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/nwe-drv-f5y
title: Chenopodium album L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/3zy-xd9-zxj
title: Primula elatior subsp. pallasii (Lehm.) W. W. Sm. & Forrest

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/lhy-vd5-m4y
title: Chenopodium album L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/lfs-1j7-z4z
title: Chenopodium album L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/mq5-rkb-v0y
title: Stachys fruticulosa M.Bieb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/cqm-02t-xpd
title: Onosma gehardica T. N. Popova

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/pcf-mpw-e47
title: Ornithogalum L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/vbp-mzd-nxe
title: Astragalus incanus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/bv2-1za-7ak
title: Silene latifolia Poir.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/eb5-apk-b3s
title: Iris pseudocaucasica Grossh.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/gz9-qgk-bgc
title: Stipa arabica Trin. & Rupr.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/yph-4sa-dxe
title: Barbarea plantaginea DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/etl-atx-myw
title: Ornithogalum L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/hxv-2sr-ryt
title: Scilla siberica subsp. caucasica (Miscz.) Mordak

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/hxw-vwn-3mj
title: Carex liparocarpos subsp. bordzilowskii (V.I.Krecz.) T.V.Egorova

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/m9p-jhe-qa3
title: Allium karsianum Fomin

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/rvg-wss-jsd
title: Tragopogon kemulariae Kuth.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/hfa-17g-dqy
title: Chenopodium album L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/tqm-ajh-tkg
title: Chenopodium album L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/74g-pe2-zev
title: Chenopodium album L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/z7c-vzx-39t
title: Tragopogon graminifolius DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/d8k-6t9-ads
title: Chenopodium album L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/r9g-cmw-7jf
title: Tragopogon coelesyriacus Boiss.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/4gl-f3r-7kx
title: Thymus hirtus Willd.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/j1p-k5w-yg9
title: Tripleurospermum parviflorum (Willd.) Pobed.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/g2z-zq0-n0l
title: Trifolium arvense L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/tpk-jn9-c4r
title: Tragopogon serotinus Sosn. ex Kuth.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/a26-rz9-2ke
title: Carex melanostachya M.Bieb. ex Willd.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/lkx-mtk-fa7
title: Adonis aestivalis L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/lsc-14p-yn9
title: Tulipa sosnowskyi Achv. & Mirzoeva

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ev0-3et-vs7
title: Tulipa julia K.Koch

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/vb3-bx3-twq
title: Gagea reticulata (Pall.) Schult. & Schult.f.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/9qx-wac-2h7
title: Chenopodium album L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/v3a-38v-7fg
title: Dendropanax trifidus (Thunb.) Makino

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/lk3-t3h-497
title: Lithocarpus kawakamii (Hayata) Hayata

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/9d3-yzx-xdy
title: Chenopodium album L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/n52-wmp-bdn
title: Chenopodium album L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/9db-h2k-12s
title: Chenopodium album L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/nvd-fr2-yqb
title: Chenopodium album L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/64x-y4q-gf9
title: Tragopogon coloratus C. A. Mey.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/pcv-qm4-ctt
title: Tragopogon graminifolius DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.6084/m9.figshare.29669882
title: OME TIFF image GeoMX whole transcriptome assay P4-22

description: OME TIFF image GeoMX DSP WTA donor P4, slice 22,
DOI: 10.6084/m9.figshare.29669882.v2
title: OME TIFF image GeoMX whole transcriptome assay P4-22

description: OME TIFF image GeoMX DSP WTA donor P4, slice 22,
DOI: 10.3535/6ed-glz-alh
title: Carex bohemica Schreb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ayt-dcj-afl
title: Sideritis montana L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.6084/m9.figshare.29669882.v1
title: OME TIFF image GeoMX whole transcriptome assay P4-22.

description: OME TIFF image GeoMX DSP WTA donor P4, slice 22,
DOI: 10.15468/dl.w3ecr3
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 (Leopoldamys sabanus)",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074061-250717081556266/datasets/export for details.
DOI: 10.3535/jp3-7k8-dzk
title: Pulicaria dysenterica (L.) Bernh.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/n2s-sj8-rn2
title: Bromus tectorum L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.7b38rw
title: Occurrence Download

description: A dataset containing 100 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 (Leopoldamys sabanus)",
 "Country is one of (Afghanistan, Armenia, Azerbaijan, Bahrain, Bangladesh, Bhutan, Brunei Darussalam, Cambodia, China, Cyprus, Georgia, Hong Kong, India, Indonesia, Iran (Islamic Republic of), Iraq, Israel, Japan, Jordan, Kazakhstan, Korea (Democratic People’s Republic of), Korea, Republic of, Kuwait, Kyrgyzstan, Lao People’s Democratic Republic, Lebanon, Macao, Malaysia, Maldives, Mongolia, Myanmar, Nepal, Oman, Pakistan, Palestine, State of, Philippines, Qatar, Saudi Arabia, Singapore, Sri Lanka, Syrian Arab Republic, Tajikistan, Thailand, Timor-Leste, Türkiye, Turkmenistan, United Arab Emirates, Uzbekistan, Viet Nam, Yemen)"
 ]
}

 The dataset includes 100 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074060-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/4eq-ma1-8vd
title: Torilis arvensis (Huds.) Link

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/rcw-sl7-zcl
title: Cornus sanguinea subsp. australis (C.A.Mey.) Jáv.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/35j-86c-waf
title: Plantago angustifolia Bubani

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/6e0-ere-jnj
title: Centaurea jacea subsp. vinyalsii (Sennen) O. Bolòs, Nuet & Panareda

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/jkl-ec5-26g
title: Carex distans L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.6084/m9.figshare.29281649
title: Partially Exchangeable Stochastic Block Models for (Node-Colored) Multilayer Networks

description: Multilayer networks generalize single-layered connectivity data in several directions. These generalizations include, among others, settings where multiple types of edges are observed among the same set of nodes (edge-colored networks) or where a single notion of connectivity is measured between nodes belonging to different pre-specified layers (node-colored networks). While progress has been made in statistical modeling of edge-colored networks, principled approaches that flexibly account for both within and across layer block-connectivity structures while incorporating layer information through a rigorous probabilistic construction are still lacking for node-colored multilayer networks. We fill this gap by introducing a novel class of partially exchangeable stochastic block models specified in terms of a hierarchical random partition prior for the allocation of nodes to groups, whose number is learned by the model. This goal is achieved without jeopardizing probabilistic coherence, uncertainty quantification and derivation of closed-form predictive within- and across-layer co-clustering probabilities. Our approach facilitates prior elicitation, the understanding of theoretical properties and the development of yet-unexplored predictive strategies for both the connections and the allocations of future incoming nodes. Posterior inference proceeds via a tractable collapsed Gibbs sampler, while performance is illustrated in simulations and in a real-world criminal network application. The notable gains achieved over competitors clarify the importance of developing general stochastic block models based on suitable node-exchangeability structures coherent with the type of multilayer network being analyzed. Supplementary materials for this article are available online, including a standardized description of the materials available for reproducing the work.
DOI: 10.6084/m9.figshare.29281649.v3
title: Partially Exchangeable Stochastic Block Models for (Node-Colored) Multilayer Networks

description: Multilayer networks generalize single-layered connectivity data in several directions. These generalizations include, among others, settings where multiple types of edges are observed among the same set of nodes (edge-colored networks) or where a single notion of connectivity is measured between nodes belonging to different pre-specified layers (node-colored networks). While progress has been made in statistical modeling of edge-colored networks, principled approaches that flexibly account for both within and across layer block-connectivity structures while incorporating layer information through a rigorous probabilistic construction are still lacking for node-colored multilayer networks. We fill this gap by introducing a novel class of partially exchangeable stochastic block models specified in terms of a hierarchical random partition prior for the allocation of nodes to groups, whose number is learned by the model. This goal is achieved without jeopardizing probabilistic coherence, uncertainty quantification and derivation of closed-form predictive within- and across-layer co-clustering probabilities. Our approach facilitates prior elicitation, the understanding of theoretical properties and the development of yet-unexplored predictive strategies for both the connections and the allocations of future incoming nodes. Posterior inference proceeds via a tractable collapsed Gibbs sampler, while performance is illustrated in simulations and in a real-world criminal network application. The notable gains achieved over competitors clarify the importance of developing general stochastic block models based on suitable node-exchangeability structures coherent with the type of multilayer network being analyzed. Supplementary materials for this article are available online, including a standardized description of the materials available for reproducing the work.
DOI: 10.3535/lbe-ft6-ylp
title: Buxus balearica Lam.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/lvh-qpa-350
title: Iris imbricata Lindl.

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