cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15156/bio/sh1387349.10fu
title: SH1387349.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1387353.10fu
title: SH1387353.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1387355.10fu
title: SH1387355.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1387356.10fu
title: SH1387356.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1387357.10fu
title: SH1387357.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.3535/wd8-ydz-1lq
title: Atriplex prostrata DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/lnm-8y2-fdt
title: Ruellia neesiana Wall.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.5281/zenodo.16420297
title: Pointing Gesture Classification Dataset (MediaPipe Hand Landmark Distances)

description: This dataset is specifically designed to support machine learning/deep learning tasks for pointing gesture classification. It contains 13,575 annotated instances of hand gestures extracted from children’s pointing, acquired through RGB video frames. Each sample is represented by 20 numerical features corresponding to the Euclidean distances of MediaPipe hand landmarks (index 1 to 20) from the wrist (landmark 0), which serves as the reference point (value = 0 for all samples). This normalized representation allows for robust comparison across different hand sizes, orientations, and subjects.  The dataset is structured into two binary classes:





0 – No Pointing: frames where no pointing gesture is being performed.




1 – Pointing: frames where a pointing gesture is clearly identified.



Each row in the CSV file corresponds to a single video frame and includes:





20 continuous features: landmark distances from the wrist (points 1–20 as per MediaPipe’s anatomical indexing).




1 target label: Label (0 or 1), indicating the gesture class.



 

The landmark indices follow the official MediaPipe hand model definition:

0: WRIST

1-4: THUMB (CMC, MCP, IP, TIP)

5-8: INDEX_FINGER (MCP, PIP, DIP, TIP)

9-12: MIDDLE_FINGER (MCP, PIP, DIP, TIP)

13-16: RING_FINGER (MCP, PIP, DIP, TIP)

17-20: PINKY (MCP, PIP, DIP, TIP)
DOI: 10.5281/zenodo.16420298
title: Pointing Gesture Classification Dataset (MediaPipe Hand Landmark Distances)

description: This dataset is specifically designed to support machine learning/deep learning tasks for pointing gesture classification. It contains 13,575 annotated instances of hand gestures extracted from children’s pointing, acquired through RGB video frames. Each sample is represented by 20 numerical features corresponding to the Euclidean distances of MediaPipe hand landmarks (index 1 to 20) from the wrist (landmark 0), which serves as the reference point (value = 0 for all samples). This normalized representation allows for robust comparison across different hand sizes, orientations, and subjects.  The dataset is structured into two binary classes:





0 – No Pointing: frames where no pointing gesture is being performed.




1 – Pointing: frames where a pointing gesture is clearly identified.



Each row in the CSV file corresponds to a single video frame and includes:





20 continuous features: landmark distances from the wrist (points 1–20 as per MediaPipe’s anatomical indexing).




1 target label: Label (0 or 1), indicating the gesture class.



 

The landmark indices follow the official MediaPipe hand model definition:

0: WRIST

1-4: THUMB (CMC, MCP, IP, TIP)

5-8: INDEX_FINGER (MCP, PIP, DIP, TIP)

9-12: MIDDLE_FINGER (MCP, PIP, DIP, TIP)

13-16: RING_FINGER (MCP, PIP, DIP, TIP)

17-20: PINKY (MCP, PIP, DIP, TIP)
DOI: 10.3535/6bs-46k-f9d
title: Psidium larueotteanum Cambess.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/y8t-asm-cgz
title: Ludwigia filiformis (Micheli) Ramamoorthy

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ccn-6nm-gcs
title: Bionia coriacea (Nees) Benth.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/xt7-v8t-1c8
title: Meniocus linifolius (Stephan ex Willd.) DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/rns-2en-c6w
title: Gymneia interrupta (Pohl ex Benth.) Harley & J.F.B.Pastore

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/xe2-mam-cyk
title: Salvia chapadensis E.P.Santos & Harley

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.v2mrsf
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 (Leiothrix lutea)",
 "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/0068131-250717081556266/datasets/export for details.
DOI: 10.3535/j8n-40a-zg1
title: Jurinea modesta Boiss.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/j8w-yct-2bk
title: Ditassa fasciculata E. Fourn.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/1vw-pxb-nw7
title: Thesium himalense Royle

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/2q7-f6s-xyy
title: Rumex conglomeratus Murray

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/7tb-yjg-ksc
title: Ditassa aequicymosa E. Fourn.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/667-9r3-ba8
title: Hieracium bugellense Gottschl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/np3-mbx-q2d
title: Agrostis stolonifera L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/nwh-1en-rh3
title: Rumex chalepensis Mill.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/rkt-6v9-vw4
title: Diphasiastrum alpinum (L.) Holub

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/0l1-p19-adg
title: Cambessedesia corymbosa DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/lmc-fa4-kwg
title: Alyssum turkestanicum Regel & Schmalh. ex Regel

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/3ms-8lb-325
title: Pseudofumaria alba (Mill.) Lidén

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/zg3-5gm-gxy
title: Polygonum sarobiense Rech. fil.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/a3m-k4t-8wj
title: Meniocus linifolius (Stephan ex Willd.) DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/y84-4e9-0ae
title: Alyssum L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/5rt-xe9-2l9
title: Aethionema carneum (Banks & Sol.) B. Fedtsch.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/9tq-ybr-b4x
title: Pseudofumaria alba (Mill.) Lidén

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/m19-h5p-pdm
title: Anemia phyllitidis (L.) Sw.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/d0q-dl6-6se
title: Odontarrhena corymbosoides (Formánek) Spaniel, Al-Shehbaz, D. A. German & Marhold

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/fck-xcb-akw
title: Anemia villosa Humb. & Bonpl. ex Willd.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/962-e8y-xre
title: Aethionema carneum (Banks & Sol.) B. Fedtsch.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/xrq-p62-ln3
title: Cerastium arvense subsp. arvense

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/0sk-q7v-543
title: Hyptis hygrobia Briq.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/wvy-e6l-n89
title: Meniocus linifolius (Stephan ex Willd.) DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/h6s-2jd-dnr
title: Miconia leacongestiflora R. Goldenb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/vy5-cs8-6t6
title: Meniocus linifolius (Stephan ex Willd.) DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/jfw-jxz-kr2
title: Gomphrena arborescens L. fil.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/w3y-esm-ayb
title: Erysimum ischnostylum Freyn & Sint.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/0bf-brl-qf8
title: Alyssum dasycarpum Stephan ex Willd.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/q9r-eq3-9r1
title: Miconia theizans (Bonpl.) Cogn.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/peh-d74-31d
title: Geranium purpureum Vill.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ezf-fcj-qvl
title: Festuca valesiaca Schleich. ex Gaudin

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/kd6-4wf-5f2
title: Periploca linearifolia Dillon & A. Rich.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/5bz-6he-p07
title: Equisetum ramosissimum Desf.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/n6a-mf4-5jj
title: Rumex arifolius All.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/911-p13-q8t
title: Alyssum lanceolatum Baumg.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/d5l-9k4-v91
title: Strychnos pseudoquina A. St.-Hil.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/h4x-5pf-641
title: Odontarrhena corymbosoides (Formánek) Spaniel, Al-Shehbaz, D. A. German & Marhold

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/pys-f5t-6fz
title: Potamogeton fryeri A.Benn.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/jtq-zx2-d9s
title: Heracleum rechingeri Manden.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/g9j-qql-vh4
title: Heracleum rechingeri Manden.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/r93-9v5-vyg
title: Festuca valesiaca Schleich. ex Gaudin

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.twzrb4
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Haplochromis commutabilis)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068132-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/dvg-wl3-kx7
title: Odontarrhena chalcidica (Janka) Spaniel, Al-Shehbaz, D. A. German & Marhold

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/tjn-svy-0pt
title: Telmatoblechnum serrulatum (Rich.) Perrie, D. J. Ohlsen & Brownsey

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/6e8-tal-z69
title: Anemia oblongifolia (Cav.) Sw.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/rrw-yb6-pn3
title: Geranium lucidum L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/py8-al8-nq9
title: Lepidium chalepense L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/t8m-0g9-8vq
title: Blechnum asplenioides Sw.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/11t-nxr-cvx
title: Viola odorata L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/kdk-lpx-3c5
title: Pseudofumaria alba (Mill.) Lidén

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/x8l-s24-anm
title: Crepis sancta subsp. iranica Rech. fil.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.vwuya6
title: Occurrence Download

description: A dataset containing 78 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (SAU.13_1, SAU.5_1)",
 "OccurrenceStatus is Present",
 "TaxonKey is Lepidoptera"
 ]
}

 The dataset includes 78 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068133-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/24a-pba-egp
title: Fibigia compacta Rech. fil.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/37k-ale-l6l
title: Crepis sancta subsp. iranica Rech. fil.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/5sd-qfl-ssd
title: Alyssoides utriculata subsp. utriculata

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ner-xp7-90b
title: Alyssum turkestanicum Regel & Schmalh. ex Regel

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/9hr-chj-439
title: Agrostis canina L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/gyd-7nq-kxh
title: Rhinanthus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/20n-g91-qsc
title: Cuprella homalocarpa (Fisch. & C. A. Mey.) Salmerón-Sánchez, Mota & Fuertes

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/4gl-tnw-1qs
title: Euphorbia marschalliana subsp. marschalliana

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/fdz-5v0-6r6
title: Lepidium silaifolium (Hook. fil. & Thomson) Al-Shehbaz & Mumm.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/xla-h66-jj0
title: Meniocus linifolius (Stephan ex Willd.) DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/n61-mhk-es6
title: Arrhenatherum elatius (L.) P.Beauv. ex J.Presl & C.Presl

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/y26-9vn-lgt
title: Lepidium silaifolium (Hook. fil. & Thomson) Al-Shehbaz & Mumm.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/lj4-heq-kd7
title: Cithareloma lehmannii Bunge

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/4jd-l72-xag
title: Geranium collinum Stephan ex Willd.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/j2s-rtz-ab8
title: Oxalis cytisoides Zucc.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/4hv-txa-lw0
title: Rumex chalepensis Mill.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/e60-shy-7j9
title: Manihot gracilis Pohl

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/3me-d97-cqs
title: Lippia lasiocalycina Cham.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/e84-2br-hgy
title: Magnolia ovata (A.St.-Hil.) Spreng.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ema-c96-cl5
title: Dionysia archibaldii Wendelbo

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/kmb-564-5n6
title: Hyptis conferta Pohl ex Benth.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/5y7-ltv-4mh
title: Alyssum hirsutum M. Bieb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/93t-09r-qq5
title: Meniocus linifolius (Stephan ex Willd.) DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/qn5-6le-ged
title: Solanum villosum Mill.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/6ll-4ct-g6g
title: Manihot reptans Pax

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/gxx-k49-mkc
title: Manihot tomentosa Pohl

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