cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/nzt-bth-3em
title: Hypericum microlicioides L. B. Sm.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/yp8-fzl-kl6
title: Callipeltis cucullaris (L.) DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/4cs-3lg-ea2
title: Galium lovcense Urum.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/wvj-xjc-6d1
title: Physalis alkekengi L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/2nl-2ea-qm6
title: Rubus clusii Borbás

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/tm2-we7-qn8
title: Psidium grandifolium Mart. ex DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/kmg-rxw-a4a
title: Galium album subsp. album

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/nfz-197-xsj
title: Cruciata articulata (L.) Ehrend.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/66b-ex9-kz4
title: Sherardia arvensis L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/tl6-qpp-49s
title: Vicia sativa L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/yr0-nvb-340
title: Galium lovcense Urum.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/yxk-9h9-6ry
title: Galium pseudoaristatum Schur

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/qzk-89n-lt7
title: Hypericum elegans Steph. ex Willd.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/7p8-r65-ljs
title: Lycium anatolicum A. Baytop & R. R. Mill

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/dw7-2gt-mec
title: Esenbeckia decidua Pirani

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/fea-0dk-jds
title: Pilocarpus sulcatus Skorupa

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/6tr-5cx-9j7
title: Alkanna orientalis (L.) Boiss.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ngv-6da-yqm
title: Potentilla recta L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/7s5-v4a-6gd
title: Trifolium hirtum All.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/k3d-ay2-g4l
title: Fibigia macrocarpa (Boiss.) Boiss.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.5281/zenodo.16310719
title: DMGs VerbatimTranscriptions
DOI: 10.5281/zenodo.16537530
title: DMGs VerbatimTranscriptions
DOI: 10.3535/fe5-z13-8cp
title: Artemisia mesatlantica Maire

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/hb2-xw8-pjq
title: Coronilla varia L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/gmd-lfa-myk
title: Linum tauricum Willd.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/vz2-dgk-52q
title: Reseda lutea L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/cm4-lca-ypj
title: Eremurus robustus (Regel) Regel

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/egl-ar4-8m9
title: Chamaecytisus austriacus (L.) Link

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/tby-3h7-ac4
title: Thymus zygioides Griseb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/yk4-nxz-7py
title: Lepidium draba L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/2jv-xn8-h7l
title: Astragalus hamosus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/8a1-8df-1z3
title: Callipeltis cucullaris (L.) DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/wga-m4p-wet
title: Soldanella montana Willd.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/0e7-1zc-9gl
title: Crepis sancta subsp. sancta

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/572-4cx-2fm
title: Oxytropis alpina Bunge

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/vb8-fe7-tny
title: Clypeola aspera (Weber) Turrill

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/z72-020-xar
title: Trifolium repens L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/23j-8xk-br4
title: Galium sinaicum (Delile ex Decne.) Boiss.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/vjp-cgr-g1v
title: Aegilops triuncialis L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/86s-vqp-ehx
title: Euphrasia alpina Lam.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/vv3-eg9-c1s
title: Crepis sancta (L.) Bornm.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/366-1gq-m48
title: Stipa lessingiana Trin. & Rupr.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/wx6-2dv-f4m
title: Minuartia setacea (Thuill.) Hayek

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/xt1-00t-93l
title: Plantago lanceolata L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/6cr-v10-0jj
title: Lappula barbata (M. Bieb.) Gürke

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/v43-q59-9d3
title: Ulmus glabra Huds.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/krg-7tl-sx8
title: Elymus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/1zz-sn6-40j
title: Bromus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/nqr-taq-ta2
title: Carlina biebersteinii subsp. brevibracteata (Andrae) K. Werner

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/0zs-aky-g4h
title: Campanula sibirica subsp. sibirica

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/sbr-e8q-stl
title: Leontodon crispus Vill.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/7de-3en-5ab
title: Orobanche minor Sm.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/b3k-4gl-62r
title: Euphorbia niciciana Borbás ex Novák

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/1j3-vqr-6el
title: Cenostigma marginatum (Tul.) Gagnon & G.P.Lewis

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/mq1-9nz-2f4
title: Ipomoea imperati (Vahl) Griseb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/fnd-9bc-d7k
title: Geum urbanum L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ky0-rl2-jk8
title: Aegilops L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/qm9-cyc-9qw
title: Ornithogalum comosum L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/cs5-s0l-gt4
title: Forsskaolea tenacissima L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/z57-wj2-j30
title: Dryopteris carthusiana (Vill.) H. P. Fuchs

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/7xa-ajb-88c
title: Colutea arborescens L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/bwy-4sx-rvf
title: Valerianella vesicaria (L.) Moench

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/b0q-7k9-l6r
title: Silene arabica Boiss.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/tnt-ey6-665
title: Stachys maritima Gouan

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/6zk-ley-c05
title: Dianthera laevilinguis (Nees) Lindau

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/6pr-2kc-nxe
title: Poikilacanthus bahiensis (Nees) Wassh.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/s4r-2et-yq6
title: Galium palustre L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/6kk-x4a-d24
title: Prunella vulgaris L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/rkk-wby-6qn
title: Galium album Mill.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/z3w-23d-b44
title: Leucanthemum vulgare Lam.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/kbl-ze6-8v9
title: Galium aparine L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/lgl-7ez-fck
title: Galium L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/q84-bnq-axp
title: Phleum L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/etv-1d6-4qd
title: Campanula latifolia L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.mht2fd
title: Occurrence Download

description: A dataset containing 121 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Psychotria lagenocarpa"
 ]
}

 The dataset includes 121 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061632-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/0aw-k0t-x5p
title: Galium spurium L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ark-4y7-q5g
title: Rhabdadenia madida (Vell.) Miers

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/73d-82t-83j
title: Calliandra tweediei Benth.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/hre-q1z-saw
title: Koeleria Pers.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/d3n-4ga-04s
title: Galium rubioides L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/dxd-10j-nmt
title: Lepidium campestre (L.) W. T. Aiton

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

description: A dataset containing 564492 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 (Bubulcus ibis)",
 "Country is one of (Åland Islands, Albania, Andorra, Austria, Belarus, Belgium, Bosnia and Herzegovina, Bulgaria, Croatia, Czechia, Denmark, Estonia, Faroe Islands, Finland, France, Germany, Gibraltar, Greece, Guernsey, Holy See, Hungary, Iceland, Ireland, Isle of Man, Italy, Jersey, Latvia, Liechtenstein, Lithuania, Luxembourg, Malta, Moldova, Republic of, Monaco, Montenegro, Netherlands, North Macedonia, Norway, Poland, Portugal, Romania, Russian Federation, San Marino, Serbia, Slovakia, Slovenia, Spain, Svalbard and Jan Mayen, Sweden, Switzerland, Ukraine, United Kingdom of Great Britain and Northern Ireland)"
 ]
}

 The dataset includes 564492 records from 1343 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061589-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b2pz4g
title: Occurrence Download

description: A dataset containing 2251 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Proctoporus Tschudi, 1845"
 ]
}

 The dataset includes 2251 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015678-250515123054153/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.20505747
title: GrantPeerReview_Scoring_Ranking_DataA1b

description: Scoring and ranking data from peer review of biomedical research funding applications in 2020. Proposals were reviewed by 2 individual reviewers before the meeting, and then by a panel of experts at the meeting, who then scored each proposal after discussion on a scale of 1.0 to 5.0 (1 is the most meritorious). Then, after all proposals have been discussed, reviewers can look at the list of proposals (only those without conflicts) and their scores and then rank their top six proposals on the panel. Scoring and ranking data per proposal and per reviewer are represented, as well as the individual pre-meeting assignments, pre-meeting scores and any conflicts of interest. Panel scores should be present for every reviewer unless they had a conflict or in some instances were not present during the discussion.
DOI: 10.6084/m9.figshare.28791830
title: Soil carbon formation is promoted by saturation deficit and existing mineral-associated carbon, not by microbial carbon-use efficiency

description: King and Sokol, 2025, "Soil carbon formation is promoted by saturation deficit and existing mineral-associated organic carbon, not by microbial carbon-use efficiency" <i>Science Advances</i> DOI: 10.1126/sciadv.adv9482
DOI: 10.15468/dl.u8adj8
title: Occurrence Download

description: A dataset containing 157273 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "GadmGid is IND.16_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Psilopogon viridis (Boddaert, 1783)",
 "Year 1990-2025"
 ]
}

 The dataset includes 157273 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015671-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15497891
title: Neural-network correlation functions for light nuclei with chiral two- and three-body interactions

description: This is the raw data used to generate all figures in the manuscript https://arxiv.org/abs/2505.11442.
DOI: 10.5281/zenodo.15497892
title: Neural-network correlation functions for light nuclei with chiral two- and three-body interactions

description: This is the raw data used to generate all figures in the manuscript https://arxiv.org/abs/2505.11442.
DOI: 10.5281/zenodo.15492598
title: Data for manuscript - Potential Thermal Refugia for Coral Reefs at Coastal Madagascar Revealed by Coral Skeletal Sr/Ca Ratios

description: Datasets and scripts used in the preparation of the GRL manuscript.





WINDS_3D.zip contains the modelled wind-driven upwelling data and the Python script used to generate the 3D visualization shown in Figure 3d of the manuscript.




DATA_MATLAB.zip includes all other datasets and MATLAB scripts used to produce the figures in the manuscript and supplementary material.
DOI: 10.5281/zenodo.15492599
title: Data for manuscript - Potential Thermal Refugia for Coral Reefs at Coastal Madagascar Revealed by Coral Skeletal Sr/Ca Ratios

description: Datasets and scripts used in the preparation of the GRL manuscript.





WINDS_3D.zip contains the modelled wind-driven upwelling data and the Python script used to generate the 3D visualization shown in Figure 3d of the manuscript.




DATA_MATLAB.zip includes all other datasets and MATLAB scripts used to produce the figures in the manuscript and supplementary material.
DOI: 10.6084/m9.figshare.23545920
title: Data supplementary for NBsTem webserver (http://www.nbscal.online/).

description: Nanobodies (VHHs) as effective biorecognition elements, have been widely applied in medicine, environment, agriculture and food fields. The thermostability is a crucial factor for its preservation, transportation and application. To address technical challenge from the scarcity of experimental thermostability data for nanobodies, this study innovatively develops two complementary models inferred from an experimental melting temperature Tm and a novel theoretical Qclass associated with conformation stability to realize reliable prediction of the nanobody thermostability by combining extensive molecular dynamics simulation, antibody language model and fused deep learning framework. The Tm prediction model NBsTem_Tm achieves an external test Pearson of 0.83 and MAE of 2.30 °C, significantly outperforming three competitive models reported. The four-classification model NBsTem_Q achieves accuracy of 0.84 for the external test set. With them, thermostability of the INDI database with tens of millions of unexplored nanobodies are first time evaluated, indicating that about 12% nanobodies have high thermostability (Tm higher than 65 °C and simultaneously being Qclass IV). A universal application strategy based on NBsTem model is further proposed to screen nanobodies as desired biorecognition elements. Finally, a user-friendly webserver NBsTem is developed, which can be served as an effective analysis tool for nanobody design and application.
DOI: 10.6084/m9.figshare.23545920.v1
title: Data supplementary for NBsTem webserver (http://www.nbscal.online/).

description: Nanobodies (VHHs) as effective biorecognition elements, have been widely applied in medicine, environment, agriculture and food fields. The thermostability is a crucial factor for its preservation, transportation and application. To address technical challenge from the scarcity of experimental thermostability data for nanobodies, this study innovatively develops two complementary models inferred from an experimental melting temperature Tm and a novel theoretical Qclass associated with conformation stability to realize reliable prediction of the nanobody thermostability by combining extensive molecular dynamics simulation, antibody language model and fused deep learning framework. The Tm prediction model NBsTem_Tm achieves an external test Pearson of 0.83 and MAE of 2.30 °C, significantly outperforming three competitive models reported. The four-classification model NBsTem_Q achieves accuracy of 0.84 for the external test set. With them, thermostability of the INDI database with tens of millions of unexplored nanobodies are first time evaluated, indicating that about 12% nanobodies have high thermostability (Tm higher than 65 °C and simultaneously being Qclass IV). A universal application strategy based on NBsTem model is further proposed to screen nanobodies as desired biorecognition elements. Finally, a user-friendly webserver NBsTem is developed, which can be served as an effective analysis tool for nanobody design and application.
DOI: 10.15468/dl.q9rdu2
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lenoxus apicalis (J.A.Allen, 1900)"
 ]
}

 The dataset includes 25 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015682-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h5u8s3
title: Occurrence Download

description: A dataset containing 1198 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Riama Gray, 1858"
 ]
}

 The dataset includes 1198 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015680-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ctze3x
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Azerbaijan",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Fragaria L."
 ]
}

 The dataset includes 11 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015681-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17043/oden-artofmelt-2023-cloudnet-voodoonet-model-1
title: Voodoonet model used in Cloudnet categorize and classification products from expedition ARTofMELT, Arctic Ocean, 2023
DOI: 10.17043/oden-artofmelt-2023-ceilometer-cloudnetpy-1
title: Cloud base heights and atmospheric backscatter observations from expedition ARTofMELT, Arctic Ocean, 2023 — cloudnetpy input
DOI: 10.17043/oden-artofmelt-2023-cloudnet-1
title: Cloudnet categorize and classification products from expedition ARTofMELT, Arctic Ocean, 2023
DOI: 10.15468/dl.6qmc2x
title: Occurrence Download

description: A dataset containing 197 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-73.63787 -43.59589,-72.45201 -43.59589,-72.45201 -41.60089,-73.63787 -41.60089,-73.79335 -42.60434,-73.63787 -43.59589))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cetacea"
 ]
}

 The dataset includes 197 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015688-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ng7k4p
title: Occurrence Download

description: A dataset containing 168 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lampetra zanandreai Vladykov, 1955"
 ]
}

 The dataset includes 168 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015683-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.