cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.29375204
title: <b>How AI-Powered Cyber Threats Are Redefining Fight for Digital Security in 2025</b>

description: In 2025, AI is reshaping cybersecurity, creating both significant challenges and opportunities. As cyber threats evolve, organizations must adopt proactive strategies, foster international cooperation, and prioritize ethical considerations. By leveraging AI for threat detection and response, we can enhance our defenses and secure a resilient digital future for all.
DOI: 10.6084/m9.figshare.29375204.v1
title: <b>How AI-Powered Cyber Threats Are Redefining Fight for Digital Security in 2025</b>

description: In 2025, AI is reshaping cybersecurity, creating both significant challenges and opportunities. As cyber threats evolve, organizations must adopt proactive strategies, foster international cooperation, and prioritize ethical considerations. By leveraging AI for threat detection and response, we can enhance our defenses and secure a resilient digital future for all.
DOI: 10.15468/dl.4r5vgh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Netrium (Nägeli) Itzigsohn & Rothe, 1856",
 "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 ((35.5808 -24.13,35.5909 -24.0715,30.5701 -24.0715,30.5701 -28.5786,32.4847 -28.5786,32.55 -28.5222,33.0346 -26.8668,32.9741 -26.7838,33.0415 -26.059,32.9304 -26.0011,32.7994 -26.1281,32.6834 -26.0015,32.813 -25.8728,32.8513 -25.7166,33.3048 -25.3731,35.1489 -24.6699,35.5808 -24.13))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061462-250525065834625/datasets/export for details.
DOI: 10.3886/e223961
title: ECIN Replication Package for "Building the Walls of International Trade after War: Can Dispute Resolution Mechanisms (DRMs) Help?"

description: This replication package provides the data, code, and instructions required to reproduce the results presented in the paper titled ”Building the Walls of International Trade after War: Can
Dispute Resolution Mechanisms (DRMs) Help?”. The analysis examines how international trade
dispute resolution mechanisms (DRMs)—specifically GATT/WTO membership and diplomatic exchanges—affect trade flows between countries with a history of conflict. The empirical analysis
employs a gravity model of trade and covers bilateral trade data from 1948 to 2019.
DOI: 10.3886/e223961v6
title: ECIN Replication Package for "Building the Walls of International Trade after War: Can Dispute Resolution Mechanisms (DRMs) Help?"

description: This replication package provides the data, code, and instructions required to reproduce the results presented in the paper titled ”Building the Walls of International Trade after War: Can
Dispute Resolution Mechanisms (DRMs) Help?”. The analysis examines how international trade
dispute resolution mechanisms (DRMs)—specifically GATT/WTO membership and diplomatic exchanges—affect trade flows between countries with a history of conflict. The empirical analysis
employs a gravity model of trade and covers bilateral trade data from 1948 to 2019.
DOI: 10.6084/m9.figshare.29375246
title: Stratospheric polar vortex shapes Arctic surface climate via a radiative pathway

description: Stratospheric polar vortex shapes Arctic surface climate via a radiative pathwayTo investigate the impact of the lower-stratospheric polar vortex on surface climate, two experiments are performed using CAM6: the control experiment and nudging experiment (SPV_50). We assess the strong SPV impacts by contrasting the means of appropriate variables in the last 55 years of the two 60-year simulations (5 years for spin-up) for the CAM6 simulations.To analyze the downward effects of the SPV on a daily basis in simulations, we performed a 40-member ensemble of stratospheric nudging simulations using WACCM6. The downward effects of the SPV are obtained as the difference between two ensemble means for WACCM6.<br>
DOI: 10.6084/m9.figshare.29375246.v1
title: Stratospheric polar vortex shapes Arctic surface climate via a radiative pathway

description: Stratospheric polar vortex shapes Arctic surface climate via a radiative pathwayTo investigate the impact of the lower-stratospheric polar vortex on surface climate, two experiments are performed using CAM6: the control experiment and nudging experiment (SPV_50). We assess the strong SPV impacts by contrasting the means of appropriate variables in the last 55 years of the two 60-year simulations (5 years for spin-up) for the CAM6 simulations.To analyze the downward effects of the SPV on a daily basis in simulations, we performed a 40-member ensemble of stratospheric nudging simulations using WACCM6. The downward effects of the SPV are obtained as the difference between two ensemble means for WACCM6.<br>
DOI: 10.15468/dl.y6b4sx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Netrium (Nägeli) Itzigsohn & Rothe, 1856",
 "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 ((31.8862 -21.3285,30.5701 -20.3186,30.5701 -24.0715,35.5909 -24.0715,35.6007 -24.0157,35.6007 -23.8125,35.4969 -23.7035,35.6007 -23.165,35.6007 -22.9702,35.227 -22.2482,34.6862 -21.6944,34.013 -21.3095,33.5 -21.1593,32.9675 -21.1092,32.4352 -21.1612,31.8862 -21.3285))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061463-250525065834625/datasets/export for details.
DOI: 10.15468/dl.z4p9gd
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Netrium (Nägeli) Itzigsohn & Rothe, 1856",
 "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 ((27.1586 -33.5889,28.2048 -32.9007,25.5395 -32.9007,25.5395 -34.1098,25.6468 -34.1222,25.7787 -34.0734,25.7098 -33.9109,25.8639 -33.797,26.4806 -33.8473,27.1586 -33.5889))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061464-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15709910
title: Severe leptospirosis in the intensive care unit: a single-centre prospective cohort study from Sri Lanka

description: Description:This dataset contains de-identified clinical, laboratory, and outcome data from 116 patients with microbiologically confirmed severe leptospirosis admitted to the intensive care unit (ICU) at the National Hospital of Sri Lanka between 2019 and 2022. 

The dataset was used in a published cohort study which characterized phenotypic clusters of severe leptospirosis using unsupervised machine learning methods. It includes variables related to organ dysfunction, treatment modalities, and outcomes such as death and ICU length of stay.

Files Included:- `Lepto_ICU_cleaned_for_Zenodo.csv`: Cleaned dataset (one row per patient)- `Lepto_ICU_Data_Dictionary.csv`: Data dictionary with variable names, types, and example values

Key Variables:- Demographics: Age, Sex, Weight- Vital signs: SBP, DBP, MAP, HR (Admission and ICU values)- Laboratory: WBC, Hemoglobin, Platelets, CRP, Creatinine, AST, ALT, INR, APTT, Electrolytes, pH, Lactate- Complications: Pulmonary haemorrhage, Myocarditis, AKI, Coagulopathy, Sepsis, Shock- Interventions: MV, CRRT, SLED, PRC, FFP, PLEX, Steroids- Outcomes: ICU stay duration, Death

Ethical Considerations:All data are fully de-identified. Ethics approval was obtained from the Ethics Review Committee of the National Hospital of Sri Lanka. The dataset is shared for academic, non-commercial reuse under the terms of the CC-BY 4.0 license.

Citation:Please cite the dataset as:Ruwanpathirana P, et al. (2025). Severe Leptospirosis ICU Cohort – Sri Lanka [Data set]. Zenodo. https://doi.org/10.5281/zenodo.15709911

Contact:For questions or collaboration requests, please contact:Dr. Pramith Ruwanpathirana (pramithrp@gmail.com)
DOI: 10.5281/zenodo.15709911
title: Severe leptospirosis in the intensive care unit: a single-centre prospective cohort study from Sri Lanka

description: Description:This dataset contains de-identified clinical, laboratory, and outcome data from 116 patients with microbiologically confirmed severe leptospirosis admitted to the intensive care unit (ICU) at the National Hospital of Sri Lanka between 2019 and 2022. 

The dataset was used in a published cohort study which characterized phenotypic clusters of severe leptospirosis using unsupervised machine learning methods. It includes variables related to organ dysfunction, treatment modalities, and outcomes such as death and ICU length of stay.

Files Included:- `Lepto_ICU_cleaned_for_Zenodo.csv`: Cleaned dataset (one row per patient)- `Lepto_ICU_Data_Dictionary.csv`: Data dictionary with variable names, types, and example values

Key Variables:- Demographics: Age, Sex, Weight- Vital signs: SBP, DBP, MAP, HR (Admission and ICU values)- Laboratory: WBC, Hemoglobin, Platelets, CRP, Creatinine, AST, ALT, INR, APTT, Electrolytes, pH, Lactate- Complications: Pulmonary haemorrhage, Myocarditis, AKI, Coagulopathy, Sepsis, Shock- Interventions: MV, CRRT, SLED, PRC, FFP, PLEX, Steroids- Outcomes: ICU stay duration, Death

Ethical Considerations:All data are fully de-identified. Ethics approval was obtained from the Ethics Review Committee of the National Hospital of Sri Lanka. The dataset is shared for academic, non-commercial reuse under the terms of the CC-BY 4.0 license.

Citation:Please cite the dataset as:Ruwanpathirana P, et al. (2025). Severe Leptospirosis ICU Cohort – Sri Lanka [Data set]. Zenodo. https://doi.org/10.5281/zenodo.15709911

Contact:For questions or collaboration requests, please contact:Dr. Pramith Ruwanpathirana (pramithrp@gmail.com)
DOI: 10.15468/dl.8abeh2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Netrium (Nägeli) Itzigsohn & Rothe, 1856",
 "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 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061465-250525065834625/datasets/export for details.
DOI: 10.34740/kaggle/dsv/12235587
title: e-IPO Indonesia Data - Investment
DOI: 10.15468/dl.jkm5vk
title: Occurrence Download

description: A dataset containing 4321068 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Kenya",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 4321068 records from 917 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061459-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mbsxef
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Netrium (Nägeli) Itzigsohn & Rothe, 1856",
 "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 ((15.6372 -28.0032,16.2782 -28.5786,20.509 -28.5786,20.509 -24.0715,15.4933 -24.0715,15.4945 -24.1257,16.0509 -25.6631,15.6372 -28.0032))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061466-250525065834625/datasets/export for details.
DOI: 10.15468/dl.dsdn8n
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Portugal",
 "GadmGid is one of (PRT.12.4.6_1, PRT.12.4_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lutra lutra (Linnaeus, 1758)"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0176184-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/11966
title: Chandra X-ray Observatory ObsId 11966

description: AO-11 Calibration Observations of Mkn421
DOI: 10.15468/dl.zhrz7v
title: Occurrence Download

description: A dataset containing 1566 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Ecuador",
 "InstitutionKey is b55854d8-3168-4157-8710-c3212de6a5af"
 ]
}

 The dataset includes 1566 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0283755-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/11970
title: Chandra X-ray Observatory ObsId 11970

description: AO-11 Calibration Observations of Mkn421
DOI: 10.15468/dl.y7qzt6
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Portugal",
 "GadmGid is PRT.12.4.6_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ciconia nigra (Linnaeus, 1758)"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0176185-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tcjun4
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gasterosteidae",
 "Country is United States of America",
 "StateProvince is Arkansas",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 1 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0283748-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.54pwwc
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Arabidopsis thaliana (L.) Heynh., Arabidopsis thaliana Linnaeus, 1753, Arabidopsis thaliana Schur, 1866, Populus trichocarpa Torrey & A.Gray, Populus trichocarpa Torr. & A.Gray ex Hook.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1990"
 ]
}

 The dataset includes 4 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0176190-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ru3e2g
title: Occurrence Download

description: A dataset containing 34749 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Citrus L."
 ]
}

 The dataset includes 34749 records from 768 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0283758-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j48e4s
title: Occurrence Download

description: A dataset containing 324681 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Malus Mill."
 ]
}

 The dataset includes 324681 records from 1383 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0283761-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/k47-8tn-bhw
title: Antennaria dioica (L.) Gaertn.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/4zp-7gt-zwr
title: Anthemis cotula L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/w17-s7x-he3
title: Anthemis arvensis L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/x8n-xq3-l86
title: Aster salignus Willd.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/2la-dcp-1kk
title: Adhatoda holosericea Nees

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/avw-dh8-ejs
title: Aster sedifolius subsp. canus (Waldst. & Kit.) Merxm.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/n9e-4tz-z70
title: Aster bellidiastrum (L.) Scop.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/099-w7f-dhn
title: Anthemis arvensis L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/2ak-mmq-ljv
title: Aster novi-belgii L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/pln-hpn-753
title: Anthemis cotula L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/fw5-12s-16b
title: Aster bellidiastrum (L.) Scop.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/yk3-6dc-mfz
title: Adinandra glischroloma Hand.-Mazz.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/z70-yk4-7xe
title: Artemisia mutellina Vill.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/gjz-lly-f2v
title: Neottia nidus-avis (L.) Rich.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/h7t-52d-mwf
title: Salix glabra Scop.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/j6f-nem-v50
title: Aster bellidiastrum (L.) Scop.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/4tz-8zp-laf
title: Scapania paludicola Loeske & Müll. Frib.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/nbp-8zj-ndz
title: Jurinea consanguinea DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/q44-zqm-h98
title: Cousinia podlechii Rech. f.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/8gk-wlz-929
title: Solorina bispora var. macrospora (Harm.) H. Olivier

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/skr-lt3-yj2
title: Dysphania multifida (L.) Mosyakin & Clemants

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/w0e-2km-1n0
title: Dermatocarpon luridum (With.) J. R. Laundon

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/mkn-e6e-ap6
title: Evax rotundata Moris

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/qs4-ysw-djb
title: Evax rotundata Moris

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/1pd-6my-8p8
title: Epilobium nutans F. W. Schmidt

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/3ka-bg1-my6
title: Sphenolobus politus var. riparum Bryhn ex Schiffn.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/mhn-zx8-dsc
title: Lecanora bicincta Ramond

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/jpy-6z4-e5e
title: Spiraea L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/rq6-6x5-078
title: Cephalozia connivens var. crassa Loeske

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/sqf-slx-9lt
title: Alchemilla gracilis Opiz

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/1bt-662-1hf
title: Cladonia P. Browne

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ml2-rxs-8pl
title: Marchantia polymorpha var. intermedia nobis

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/z81-92e-3yl
title: Galium sylvaticum L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/7y1-jth-s7v
title: Cousinia subscaposa Rech. f.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/8s5-hyh-sew
title: Populus tremula L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/00b-m7h-wqv
title: Schischkinia albispina (Bunge) Iljin

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/606-9db-39n
title: Saxifraga sedoides L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/pry-kp1-8t1
title: Evax rotundata Moris

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/lp1-j60-3g5
title: Oligochaeta minima (Boiss.) Briq.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/wjg-q11-z6l
title: Verrucaria depressa Stenh.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/y0v-x2h-xtc
title: Arrhenatherum elatius (L.) P. Beauv. ex J. Presl & C. Presl

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/50s-ff6-tyf
title: Frullania cesatiana var. galeata Schiffn.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/l52-njn-je8
title: Marsupella pearsonii var. revoluta Schiffn.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/lw9-871-vy8
title: Noaea mucronata (Forssk.) Asch. & Schweinf.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/bfs-dz3-1ka
title: Centaurea bracteata Scop.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/qt4-2ga-mqc
title: Penstemon subglaber Rydb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ww1-n02-rlz
title: Clarkia gracilis sp. gracilis (Piper) A. Nelson & J. F. Macbr.

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