cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/gfk-9nd-z7s
title: Plantae

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gfk-9zd-wv2
title: Iris pseudacorus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gfk-byc-nln
title: Sparganium glomeratum (Laest. ex Beurl.) Beurl.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gfk-hnl-k7c
title: Calamagrostis lapponica (Wahlenb.) Hartm.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gfk-kb0-mq0
title: Sparganium emersum Rehmann

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gfk-2xq-dgl
title: Stuckenia pectinata (L.) Börner

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gfk-lw9-agg
title: Calamagrostis purpurea (Trin.) Trin.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gfk-mpy-lje
title: Carex rhynchophysa Fisch., C.A.Mey. & Avé-Lall.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gfl-10g-1nk
title: Agrostis capillaris L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gfl-4y8-p0j
title: Lathyrus linifolius (Reichard) Bässler

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gfl-e9v-q58
title: Fragaria vesca L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gfl-g0d-w64
title: Matteuccia struthiopteris (L.) Tod.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gfl-hdp-k2a
title: Veratrum lobelianum Bernh.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gfl-k0k-38s
title: Alchemilla monticola Opiz

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gfl-ngy-87q
title: Carex digitata L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gfl-t7n-ty1
title: Phleum pratense L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gfm-3g7-jeq
title: Oxybasis Kar. & Kir.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gfm-3yr-y8x
title: Carex laxa Wahlenb.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gfm-73c-rz0
title: Descurainia sophia (L.) Webb ex Prantl

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gfm-9q0-e03
title: Juncus bulbosus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gfm-9zl-24c
title: Vicia hirsuta (L.) Gray

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gfm-cqw-y36
title: Carex livida (Wahlenb.) Willd.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gfm-cvj-pgv
title: Festuca rubra L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gfm-g0b-67y
title: Poa pratensis L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gfm-lay-lbh
title: Poa compressa L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gfm-vzs-7ms
title: Rumex pseudonatronatus (Borbás) Borbás ex Murb.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gfm-ygs-g6m
title: Stuckenia filiformis (Pers.) Börner

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gfn-jpd-4bk
title: Carex fuliginosa Schkuhr

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gfn-p1q-rhp
title: Rumex crispus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gfn-slh-pmg
title: Eriophorum latifolium Hoppe

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gfn-ss0-v61
title: Calamagrostis arundinacea (L.) Roth

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gfn-yc7-pj7
title: Plantae

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15468/dl.9udepd
title: Occurrence Download

description: A dataset containing 41343 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aquilegia canadensis"
 ]
}

 The dataset includes 41343 records from 285 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062014-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/gfn-yyf-zg4
title: Cerastium alpinum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gfp-5w9-cq2
title: Luzula multiflora (Ehrh.) Lej.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gfp-6ex-8h6
title: Rosa L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gfp-ajh-wvh
title: Trisetum flavescens subsp. flavescens

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gfp-sc7-dpy
title: Stellaria fennica (Murb.) Perfil.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gfp-sdj-hv4
title: Potamogeton alpinus Balb.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gfp-x85-xrs
title: Isoetes lacustris L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gfq-e13-zmd
title: Salix hastata subsp. hastata

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gfq-f1a-xwd
title: Juncus gerardi Loisel.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gfq-fzz-y22
title: Agropyron cristatum (L.) Gaertn.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gfq-kyx-rjv
title: Lycopodium clavatum subsp. clavatum

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gfq-mjb-ryw
title: Rubus arcticus subsp. arcticus

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gfq-tzj-me2
title: Myrica gale L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gfq-yj0-h9l
title: Rumex acetosella var. tenuifolius Wallr.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gfq-zrd-01n
title: Equisetum pratense Ehrh.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gfr-7nh-dvh
title: Asplenium trichomanes L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gfq-wc6-151
title: Scleranthus annuus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gfr-968-t9v
title: Alchemilla micans Buser

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gfr-9cc-29v
title: Dactylorhiza maculata (L.) Soó

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gfr-b6q-nyl
title: Helictochloa pratensis (L.) Romero Zarco

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gfr-gtb-d40
title: Betula nana × pendula × pubescens

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15468/dl.awy6po
title: Occurrence Download

description: A dataset containing 14816 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Vitellaria paradoxa C.F.Gaertn.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 14816 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022094-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4vwta4
title: Occurrence Download

description: A dataset containing 9832 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hibiscus trionum L."
 ]
}

 The dataset includes 9832 records from 301 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0219356-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8pu9tx
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Croton cycloideus Borhidi & O.Muñiz"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0153012-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dxf8j6
title: Occurrence Download

description: A dataset containing 1072 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leopardus colocolo (Molina, 1782)"
 ]
}

 The dataset includes 1072 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0153013-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y8jzvq
title: Occurrence Download

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

 The dataset includes 16 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056868-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rpklso
title: Occurrence Download

description: A dataset containing 23333447 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Asteraceae"
 ]
}

 The dataset includes 23333447 records from 2687 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022082-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.avuw2d
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Platycaulos compressus (Rottb.) H.P.Linder",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((18.2339 -32.5266,18.1411 -32.657,18.1007 -32.7021,18.0224 -32.6366,17.8923 -32.6419,17.754 -32.8255,17.7723 -32.9007,20.509 -32.9007,20.509 -28.5786,16.2782 -28.5786,16.4358 -28.7202,16.726 -29.1235,17.1957 -30.3752,17.6655 -31.1743,18.1322 -31.7679,18.2495 -32.2638,18.2339 -32.5266))"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047391-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.29322230
title: Level of Aspiration among High School Students - A Demographic Perspective

description: This research is conducted for high school students based on the Level of Aspiration using Demographic Variables. Three variables — namely, Gender, Medium of Instruction, and School Type are taken into consideration for this Paper.<br><br>
DOI: 10.6084/m9.figshare.29322230.v1
title: Level of Aspiration among High School Students - A Demographic Perspective

description: This research is conducted for high school students based on the Level of Aspiration using Demographic Variables. Three variables — namely, Gender, Medium of Instruction, and School Type are taken into consideration for this Paper.<br><br>
DOI: 10.5281/zenodo.15599619
title: SportsOri: A Novel Dataset for Analyzing Public Sentiment on Controversial Sports Events in YouTube Comments

description:  

Sports engages billions of followers worldwide and impacts theeconomy. Sports controversies often ignite passionate discus-sions among fans, analysts, and players. With the rise of socialmedia, platforms like YouTube have become central to these discus-sions. This study aims to analyze the stances or perform opinionmining namely for, against, and neutral on comments from fa-mous social media platforms like YouTube for famous public sportscontroversies.

 

To our knowledge, it is the first-ever study and dataset (hand curated) of civicengagement in controversial sports events spanning around 40 years.LLMs (Llama and Deepseek reasoning family) were used for initialannotations (stance) of comments and later fine-tuned for comparative performance analysis ( 30% boost in accuracy).

 

This dataset presents a collection of YouTube comments (around 43k)  on famousand controversial Public Sports Events.

 

We explore public sentiment analysis (stance detection) on a total of 6 famous controversial sports incidents by extracting and processing YouTube comments.Stance detection is performed on those events through fine-tuningof models like Llama-3.1-8b and Deepseek reasoning models (Llama-8b distilled) on comments from events like The Underarm Incident,Jonny Bairstow’s Run-Out Incident, Ashwin’s Mankading Event,Luis Suarez Handball Event etc.
DOI: 10.15468/dl.y4zfey
title: Occurrence Download

description: A dataset containing 413452 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Papilio machaon Linnaeus, 1758"
 ]
}

 The dataset includes 413452 records from 2952 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047384-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2020-03.1967647/2362744
title: Data for EMSL Project 50076 from March 2020
DOI: 10.15468/dl.x699q7
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Naxidia irrorata (Moore, 1888)"
 ]
}

 The dataset includes 25 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018881-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k9vugd
title: Occurrence Download

description: A dataset containing 7913 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Puma concolor (Linnaeus, 1771)"
 ]
}

 The dataset includes 7913 records from 126 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013489-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.swu2gp
title: Occurrence Download

description: A dataset containing 102734 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hippophae rhamnoides L."
 ]
}

 The dataset includes 102734 records from 629 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022753-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2020-02.1946609/2362745
title: Data for EMSL Project 50076 from February 2020
DOI: 10.15468/dl.njcywq
title: Occurrence Download

description: A dataset containing 114 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhinolophus ferrumequinum nippon Temminck, 1835"
 ]
}

 The dataset includes 114 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018947-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2020-02.1952615/2362746
title: Data for EMSL Project 50076 from February 2020
DOI: 10.15468/dl.r9sc9t
title: Occurrence Download

description: A dataset containing 183 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Trimerodytes annularis (Hallowell, 1856)"
 ]
}

 The dataset includes 183 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089751-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yn5e47
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudogonatodes guianensis Parker, 1935",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 84 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013489-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2020-03.1973122/2362747
title: Data for EMSL Project 50076 from March 2020
DOI: 10.15468/dl.nvmzt2
title: Occurrence Download

description: A dataset containing 1509 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Araneae",
 "Country is Namibia"
 ]
}

 The dataset includes 1509 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013489-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sj3eqy
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dilocarcinus spinifrons Kingsley, 1880"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018951-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x7pjuf
title: Occurrence Download

description: A dataset containing 632 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tilia tuan Szyszyl.",
 "Year is greater than or equal to 1900",
 "HasCoordinate is true"
 ]
}

 The dataset includes 632 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020208-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x7gv9q
title: Occurrence Download

description: A dataset containing 457425 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-31.565747 32.097476, 2.479608666666667 32.097476, 2.479608666666667 49.184106666666665, -31.565747 49.184106666666665, -31.565747 32.097476))",
 "EventDate is 2015-06-01,2015-06-30"
 ]
}

 The dataset includes 457425 records from 805 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018952-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4djuj8
title: Occurrence Download

description: A dataset containing 63117 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (South Africa, Lesotho, Eswatini)",
 "TaxonKey is one of (Urolestes melanoleucus (Jardine, 1831))",
 "BasisOfRecord is one of (Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1950",
 "OccurrenceStatus is Present",
 "DistanceFromCentroidInMeters is greater than or equal to 2000"
 ]
}

 The dataset includes 63117 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005322-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z3ypbc
title: Occurrence Download

description: A dataset containing 32115 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Breynia J.R.Forst. & G.Forst.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 32115 records from 205 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005323-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mc2ukm
title: Occurrence Download

description: A dataset containing 29661 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Brickellia Elliott)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 29661 records from 320 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005324-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qmjtz3
title: Occurrence Download

description: A dataset containing 22806 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bridelia Willd.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 22806 records from 309 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005325-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.