cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/nsl-rcd-zyl
title: Cestrum schulzianum Francey

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/za5-n3m-pkj
title: Cestrum coriaceum Miers

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/fsz-97a-t2p
title: Chascanum latifolium var. latifolium

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/vqf-1lz-2bc
title: Piper renitens (Miq.) Yunck.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/95g-57s-exw
title: Themeda arguens (L.) Hack.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/9j5-x76-jm0
title: Piper bartlingianum (Miq.) C. DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/59j-sel-190
title: Physalis angulata L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/efw-jm5-l07
title: Themeda arguens (L.) Hack.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/0vx-h8m-aq3
title: Commersonia J. R. Forst. & G. Forst.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.5281/zenodo.16568709
title: Metadata of study on tuberculosis networks
DOI: 10.5281/zenodo.16568710
title: Metadata of study on tuberculosis networks
DOI: 10.3535/1lw-81k-k7c
title: Didymocheton mollis (Miq.) Holzmeyer & Hauenschild

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/5mn-m4l-a8z
title: Hieracium glaucum subsp. willdenowii (Monnier) Nägeli & Peter

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/028-thc-17k
title: Hyparrhenia hirta (L.) Stapf

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/sfv-zds-akn
title: Chiococca alba (L.) Hitchc.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/vnh-2tp-w7l
title: Myosotis spathulata G. Forst.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ykr-ckd-5zr
title: Aneilema forskalii Kunth

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/dk1-z8n-16x
title: Melodinus scandens J. R. Forst. & G. Forst.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/xzw-1f1-5kq
title: Chomelia anisomeris Müll.Arg.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/mks-vcm-ftw
title: Malpighiaceae Juss.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/rab-a93-xl3
title: Alstonia costata (G. Forst.) R. Br.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/pvb-ckm-c9z
title: Cestrum hartwegii Dunal

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/63y-sw4-eb6
title: Solanum sendtnerianum Van Heurck & Müll. Arg.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/lwa-ty2-rbl
title: Solanum asperum A. Rich.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/0mg-mxr-mhp
title: Solanum monachophyllum Humb. & Bonpl. ex Dunal

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/h7w-kvj-ar3
title: Solanum subinerme Jacq.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.j7rm8q
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ananas comosus",
 "Country is Singapore",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067235-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/cqw-kt3-c37
title: Gnidia burchellii (Meisn.) Gilg

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/e4p-wz9-wln
title: Solanum absconditum Agra

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/n1d-ylw-1sk
title: Hemarthria altissima (Poir.) Stapf & C.E.Hubb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/rt6-trr-sgs
title: Cenchrus nanus (Engl.) ined.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ge6-r54-mj6
title: Solanum peruvianum L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/h0p-4gh-wbj
title: Cenchrus nanus (Engl.) ined.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/1wv-zsw-jwb
title: Verbena L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/tzr-rcp-fw4
title: Peperomia magnoliifolia (Jacq.) A. Dietr.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/8sz-l6y-t9b
title: Jacaranda obovata Cham.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/h80-p3f-wcn
title: Dicoma schimperi Baill. ex O. Hoffm.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/48e-4s9-1jy
title: Chomelia barbinervis Moric. ex Benth.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/lfk-197-63z
title: Acroceras zizanioides (Kunth) Dandy

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/47n-tvq-hct
title: Samolus repens (J. R. Forst. & G. Forst.) Pers.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/bf7-qdg-6s2
title: Piper tortivenulosum Yunck.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/z8d-7p3-hbh
title: Potamogeton alpinus Balb.

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

description: A dataset containing 206 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Scirtes, Naboandelus africanus, Ephydra, Halobates, Dicranomyia capicola, Dicranomyia, Dicranomyia tipulipes, Hydra oligactis, Hydrachna, Radix natalensis, Stratiomys, Tipula pomposa, Tricholeiochiton, Pseudovelia, Anopheles turkhudi, Trithemis kirbyi ardens, Africallagma elongatum, Paragordius, Potamocloeon, Cherax cainii, Coelometopon glenavoni, Neptosternus, Neptosternus alluaudi, Neptosternus meridianus, Neptosternus ornatus, Neptosternus pumicatus, Neptosternus resartus, Neptosternus simulator, Omaloplia, Phallocryptus, Biomphalaria glabrata, Gyraulus chinensis, Pomacea diffusa, Radix rubiginosa, Stempellinella, Acisoma panorpoides ascalaphoides, Attheyella, , Afrogyrus coretus, Microgomphus mozambicensis, Pirata, Rhyssemus, Tetragnatha, Parhydraena asperita, Agraphydrus albescens, Anacaena glabriventris, Sternolophus mundus, Aethionectes apicalis, Coelostoma, Agabus austellus, Mesoceration barriotum, Mesoceration integrum, Cantopelopia meilloni, Mesocyclops tenuisaccus, Alona bukobensis, Corophium triaenonyx, Amphiops lasioides, Aspidytes niobe, Berosus punctulatus, Bryophaenocladius brincki, Candonocypris, Chiltonia capensis, Chrysogaster, Cladopelma, Crenitis zimmermanni, Culex tigripes, Dicrotendipes sudanicus, Leydigia propinqua, Ochterus, Parakiefferiella ephippium, Parametriocnemus capensis, Paratrichocladius micans, Thiara amarula, Lymnaea truncatula)",
 "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 ((25.0214 -34.0501,25.5395 -34.1098,25.5395 -32.9007,20.509 -32.9007,20.509 -34.5676,20.524 -34.555,20.8859 -34.5419,20.9606 -34.4398,21.2995 -34.5131,21.5296 -34.4338,21.8696 -34.4439,22.0323 -34.2835,22.221 -34.2428,22.2566 -34.1304,22.5993 -34.0741,22.9652 -34.1674,23.4069 -34.1858,23.4955 -34.0792,23.6056 -34.0563,24.8471 -34.2877,24.9447 -34.2397,25.0214 -34.0501))"
 ]
}

 The dataset includes 206 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067238-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/23n-f0c-0mx
title: Priva lappulacea (L.) Pers.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/h1l-yv4-bzv
title: Gnidia burchellii (Meisn.) Gilg

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/5m9-nyz-bt5
title: Astragalus condensatus Ledeb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ytp-78c-abj
title: Piper francovilleanum C. DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/27z-7x0-v8l
title: Myodocarpus pinnatus Brongn. & Gris

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/8tf-l09-0bh
title: Muscari azureum Fenzl

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/yfa-264-v4f
title: Adinandra collina Kobuski

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/2ae-g4q-1ct
title: Solanum schlechtendalianum Walp.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/s7w-esb-z2n
title: Ardisia polysticta Miq.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.zwna9f
title: Occurrence Download

description: A dataset containing 421 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Geometry POLYGON((-62.52633 46.93883,-62.08793 46.61464,-61.43019 46.70475,-60.83289 47.1752,-60.39329 47.58539,-60.53597 47.98792,-61.22275 48.55784,-61.99571 48.19966,-62.29786 47.93549,-62.62897 47.59562,-62.52633 46.93883))",
 "Geometry POLYGON((-62.05394 46.56965,-61.33502 46.66062,-60.20361 47.63218,-60.38332 48.05172,-61.23557 48.6478,-62.14501 48.23569,-62.71051 47.6163,-62.66673 46.97513,-62.21739 46.59804,-62.05394 46.56965))"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cetacea"
 ]
}

 The dataset includes 421 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067240-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/69m-8vw-jst
title: Solanum anisophyllum Van Heurck & Müll. Arg.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/vnj-z76-5ml
title: Cadaba farinosa subsp. farinosa

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/16n-vls-jhe
title: Cenchrus geniculatus Thunb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/rm6-1k4-1h7
title: Agropyron Gaertn.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/d0k-9cf-fbn
title: Pennisetum ramosum (Hochst.) Schweinf.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/fne-svy-ng4
title: Nassella hyalina (Nees) Barkworth

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/3wd-ter-8jz
title: Diospyros mespiliformis Hochst. ex A.DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/vnf-63c-d47
title: Quadrella odoratissima (Jacq.) Hutch.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/174-6mm-q1k
title: Cestrum fasciculatum (Schltdl.) Miers

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/xl8-2yq-1p7
title: Hexasepalum radulum (Willd.) Delprete & J.H.Kirkbr.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/py5-30j-01b
title: Piper L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/4vj-b8w-v2b
title: Piper colubrinum Link

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/scc-22n-lx2
title: Cenchrus geniculatus Thunb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.pr5mbe
title: Occurrence Download

description: A dataset containing 393 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Scirtes, Naboandelus africanus, Ephydra, Halobates, Dicranomyia capicola, Dicranomyia, Dicranomyia tipulipes, Hydra oligactis, Hydrachna, Radix natalensis, Stratiomys, Tipula pomposa, Tricholeiochiton, Pseudovelia, Anopheles turkhudi, Trithemis kirbyi ardens, Africallagma elongatum, Paragordius, Potamocloeon, Cherax cainii, Coelometopon glenavoni, Neptosternus, Neptosternus alluaudi, Neptosternus meridianus, Neptosternus ornatus, Neptosternus pumicatus, Neptosternus resartus, Neptosternus simulator, Omaloplia, Phallocryptus, Biomphalaria glabrata, Gyraulus chinensis, Pomacea diffusa, Radix rubiginosa, Stempellinella, Acisoma panorpoides ascalaphoides, Attheyella, , Afrogyrus coretus, Microgomphus mozambicensis, Pirata, Rhyssemus, Tetragnatha, Parhydraena asperita, Agraphydrus albescens, Anacaena glabriventris, Sternolophus mundus, Aethionectes apicalis, Coelostoma, Agabus austellus, Mesoceration barriotum, Mesoceration integrum, Cantopelopia meilloni, Mesocyclops tenuisaccus, Alona bukobensis, Corophium triaenonyx, Amphiops lasioides, Aspidytes niobe, Berosus punctulatus, Bryophaenocladius brincki, Candonocypris, Chiltonia capensis, Chrysogaster, Cladopelma, Crenitis zimmermanni, Culex tigripes, Dicrotendipes sudanicus, Leydigia propinqua, Ochterus, Parakiefferiella ephippium, Parametriocnemus capensis, Paratrichocladius micans, Thiara amarula, Lymnaea truncatula)",
 "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 ((30.5701 -24.0715,25.5395 -24.0715,25.5395 -28.5786,30.5701 -28.5786,30.5701 -24.0715))"
 ]
}

 The dataset includes 393 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067239-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/54r-x7z-3q2
title: Piper dilatatum Rich.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/bfe-ja3-pbs
title: Agrostis alpina Scop.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/cgf-h6t-xd3
title: Croton echinocarpus Müll.Arg.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/cjr-3rz-3ve
title: Gnidia caffra (Meisn.) Gilg

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.hgbn5s
title: Occurrence Download

description: A dataset containing 10733 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "TaxonKey is Cytisus scoparius"
 ]
}

 The dataset includes 10733 records from 116 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067236-250717081556266/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.31353382
title: <b>The effect of capsaicin on the intestinal parasite load of the cockroach</b><b> </b><b><i>Blaptica dubia</i></b>

description: Dataset for the publication <b>The effect of capsaicin on the intestinal parasite load of the cockroach</b><b> </b><b><i>Blaptica dubia</i></b><br>
DOI: 10.6084/m9.figshare.31353382.v1
title: <b>The effect of capsaicin on the intestinal parasite load of the cockroach</b><b> </b><b><i>Blaptica dubia</i></b>

description: Dataset for the publication <b>The effect of capsaicin on the intestinal parasite load of the cockroach</b><b> </b><b><i>Blaptica dubia</i></b><br>
DOI: 10.15468/dl.ewyb49
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tubulanus hylbomi",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017466-251025141854904/datasets/export for details.
DOI: 10.15468/dl.pd9uhx
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Botrychium ternatum",
 "Year 1970-2025"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017467-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aumd4k
title: Occurrence Download

description: A dataset containing 35956 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Magnoliopsida",
 "Geometry POLYGON ((-81.37992 41.34928, -81.96782 41.34928, -81.96782 41.62464, -81.37992 41.62464, -81.37992 41.34928))",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2025",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 35956 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017465-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kqzkbr
title: Occurrence Download

description: A dataset containing 55812 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Salicaceae"
 ]
}

 The dataset includes 55812 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017404-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/ewst-t431
title: "Adamawa State University {ADSU} 2025\/2026 Admission List (1st & 2nd) is Out \u260e 07073028206)(07073028206) DR. Williams For Admissi"

description: "Adamawa State University {ADSU} 2025\/2026 Admission List (1st & 2nd) is Out \u260e 07073028206)(07073028206) DR. Williams For Admission Assistance Into Third And Final Batch Call The Registrar Office (07073028206) To Check Your Admission Status On The Admission"
DOI: 10.25549/usctheses-ouc11399m76e
title: The Association of Measures of Socioeconomic Status with Vaping Susceptibility and Initiation Among Adolescents
DOI: 10.25549/usctheses-ouc11399m76i
title: Creative Interventions: Memorial Presence in Contemporary Russian Literature and Film
DOI: 10.17630/ae24e708-7747-4792-8230-d44428a759e7
title: Data underpinning Katherine Bateman's thesis

description: The data files are embargoed until 29/10/2027
DOI: 10.25549/usctheses-ouc11399m76j
title: Genetics of SKN-1 Cytoprotection and Cell Non-autonomous Signaling Pathways to Maintain Homeostasis in Caenorhabditis elegans
DOI: 10.15468/dl.qmcf8v
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tubulanus longivasculus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017469-251025141854904/datasets/export for details.
DOI: 10.25549/usctheses-ouc11399m76f
title: Unpacking the Functions and Mechanisms of Difficulty Mindsets in Decision-Making and Goal Striving
DOI: 10.25549/usctheses-ouc11399m76k
title: Assessing Vasculogenic Networking, Lymphangiogenic Sprouting, and Lymphatic Drainage potential of Yoda1 and Yoda1 Analogs on a High Throughput Microfluidic Lymphatic Tissue Culture Platform
DOI: 10.5281/zenodo.15096610
title: Dataset of arthropod flower visits captured via smartphone time-lapse photography

description: This annotated dataset comprises time-lapse images of arthropods visiting flowers, captured using smartphones placed above selected open flowers. The data collection took place from July to September 2021 in urban green spaces in and around Leipzig and Halle, Germany. Each arthropod in the images is marked with a bounding box, and individuals from the Hymenoptera (excluding ants) and Diptera orders have been identified to the lowest possible taxonomic level. 

This dataset repository corresponds to the published article:







Ștefan V., Stark T., Wurm M., Taubenböck H., Knight T.M. (2025). Successes and limitations of pretrained YOLO detectors applied to unseen time-lapse images for automated pollinator monitoring. Sci Rep 15, 30671 (2025). DOI: https://doi.org/10.1038/s41598-025-16140-z 




The detailed methodology of data collection is provided in:



Ștefan, V., Workman, A., Cobain, J. C., Rakosy, D., & Knight, T. M. (2024). Utilising affordable smartphones and open-source time-lapse photography for pollinator image collection and annotation. Journal of Pollination Ecology, 37, 1-21. DOI: https://doi.org/10.26786/1920-7603(2025)778


This research was funded by the Helmholtz AI initiative (Information & Data Science) Pollination Artificial Intelligence (ZT-I-PF-5-115), led by Prof. Tiffany M. Knight and Prof. Hannes Taubenböck, the Helmholtz Recruitment Initiative of the Helmholtz Association to Tiffany M. Knight, and iDiv (German Research Foundation FZT 118)