cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/bw2-gaq-4jq
title: Cineraria vallis-pacis Dinter ex Merxm.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/1sq-hth-wbd
title: Cineraria vallis-pacis Dinter ex Merxm.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/yfp-kwt-6yq
title: Centaurea drabifolia Sm.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/36c-m2j-p54
title: Cineraria saxifraga DC.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/9bt-j7l-h2z
title: Centaurea drabifolia Sm.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/p5n-225-l4y
title: Centaurea drabifolia Sm.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/wyq-e4x-88m
title: Cineraria atriplicifolia DC.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/f3h-jj1-pve
title: Centaurea drabifolia Sm.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.15468/dl.4qqptm
title: Occurrence Download

description: A dataset containing 352 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carassius auratus (Linnaeus, 1758)",
 "Country is Mexico",
 "HasCoordinate is true"
 ]
}

 The dataset includes 352 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0106421-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/9yq-rpn-hg8
title: Centaurea drabifolia subsp. austrooccidentalis Wagenitz

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/l1r-yqy-j3w
title: Centaurea paphlagonica (Bornm.) Wagenitz

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/hs4-5ka-q12
title: Centaurea paphlagonica (Bornm.) Wagenitz

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/b23-3r4-24l
title: Centaurea aggregata Fisch. & C. A. Mey. ex DC.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/v35-zfa-632
title: Centaurea paphlagonica (Bornm.) Wagenitz

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/2p3-fk1-dk1
title: Centaurea aggregata Fisch. & C. A. Mey. ex DC.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/6c4-xla-yv2
title: Cousinia odontolepis subsp. odontolepis

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.15468/dl.8s883p
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ligustrum robustum (Roxb.) Blume",
 "Country is Indonesia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0106419-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/qgm-at1-h3a
title: Centaurea pangaea Greuter & Papan.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/zba-hqw-1w5
title: Cousinia odontolepis subsp. odontolepis

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/tfa-jfg-whb
title: Centaurea aggregata Fisch. & C. A. Mey. ex DC.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.15468/dl.mku4en
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ligustrum robustum (Roxb.) Blume",
 "Country is Mauritius",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0106420-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/7y4-dg5-n5k
title: Centaurea affinis subsp. laconiae Prodan

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/wmf-rxp-h6t
title: Cousinia aintabensis Boiss. & Hausskn.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ckn-qxp-ahk
title: Persea oblongifolia L. E. Kopp

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/5j5-h0m-qbg
title: Persea krugii Mez

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/8gl-61h-2x6
title: Echinops lalesarensis Bornm.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.15468/dl.mzemcs
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carassius auratus (Linnaeus, 1758)",
 "Country is Pakistan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0106423-250525065834625/datasets/export for details.
DOI: 10.3535/796-etm-e9b
title: Persea krugii Mez

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/y1z-5kr-40c
title: Persea krugii Mez

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ybx-w55-88f
title: Persea krugii Mez

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/2jm-whf-0z6
title: Persea krugii Mez

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/cwb-fd0-0ht
title: Persea krugii Mez

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/b6j-xwy-jde
title: Aiouea grisebachii (Lorea-Hern.) Rohwer

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/bbw-nem-eqj
title: Persea oblongifolia L. E. Kopp

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/fjs-0bp-8hq
title: Persea oblongifolia L. E. Kopp

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/y6p-td9-3qw
title: Cousinia aintabensis Boiss. & Hausskn.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/nnv-m3l-zks
title: Centaurea cuneifolia subsp. cuneifolia

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/wbj-acm-xjz
title: Cousinia aintabensis Boiss. & Hausskn.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/36a-5q9-55w
title: Centaurea thessala Hausskn.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/d5g-22g-dsx
title: Castrilanthemum debeauxii (Degen, Hervier & E. Rev.) Vogt & Oberpr.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/t28-txj-cg1
title: Cousinia aintabensis Boiss. & Hausskn.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/7s8-3fg-gve
title: Centaurea gabrielae (Bornm.) Wagenitz

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/f88-7da-9xp
title: Centaurea thessala Hausskn.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/j1b-brj-ezl
title: Centaurea olympica (DC.) K. Koch

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/v85-c1n-5vs
title: Cousinia aintabensis Boiss. & Hausskn.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/3y9-4zr-tz0
title: Centaurea finazzeri Adamovic

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.15468/dl.frdwmj
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carassius auratus (Linnaeus, 1758)",
 "Country is Norway",
 "HasCoordinate is true"
 ]
}

 The dataset includes 53 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0106422-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/jjq-6h2-8rm
title: Centaurea filiformis subsp. ferulacea (Martelli) Arrigoni

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/wjb-2qg-4y8
title: Centaurea olympica (DC.) K. Koch

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/2l7-ym4-x43
title: Centaurea filiformis subsp. ferulacea (Martelli) Arrigoni

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/59b-tbq-tla
title: Ocotea leucoxylon (Sw.) Mez

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/6y2-21k-zcv
title: Ocotea insularis (Meisn.) Mez

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/lkk-22q-9yy
title: Ocotea leucoxylon (Sw.) Mez

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/pb6-t8y-qzt
title: Ocotea leucoxylon (Sw.) Mez

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/43n-9zt-xm9
title: Ocotea leucoxylon (Sw.) Mez

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/7ec-2hr-man
title: Ocotea leucoxylon (Sw.) Mez

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/atk-vc2-x0k
title: Ocotea insularis (Meisn.) Mez

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/714-jqy-l7z
title: Asteraceae Dumort.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/hkd-kh8-kyq
title: Ocotea insularis (Meisn.) Mez

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/3ag-5sh-y5f
title: Lophiolepis macrobotrys (K. Koch) Bures, Del Guacchio, Iamonico & P. Caputo

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/lna-87e-4zb
title: Centaurea hermannii F. Herm.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/2m4-gqp-se3
title: Centaurea heldreichii Halácsy

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/wcx-yqy-79s
title: Lophiolepis lappacea subsp. tenuiloba (K. Koch) Del Guacchio, Bures, Iamonico & P. Caputo

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/47k-wqk-8je
title: Centaurea heldreichii Halácsy

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/4xn-5fd-wk0
title: Cirsium erythrolepis K. Koch

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/v12-1wq-7vd
title: Centaurea graeca Griseb.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/dkr-5fv-5zr
title: Cirsium alatum (S. G. Gmel.) Bobrov

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/fye-a2h-tkr
title: Centaurea graeca Griseb.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/q3s-h21-3j5
title: Lophiolepis ellenbergii (Bornm.) Del Guacchio, Bures, Iamonico & P. Caputo

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/5cw-194-5gp
title: Centaurea L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/mp7-e6n-4vn
title: Lophiolepis ellenbergii (Bornm.) Del Guacchio, Bures, Iamonico & P. Caputo

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/8j4-r9p-4fj
title: Cirsium creticum subsp. creticum

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/c7y-4f2-l2w
title: Ocotea floribunda (Sw.) Mez

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/lt4-hd6-3pz
title: Centaurea imperialis Hausskn. ex Bornm.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/qjt-j2g-mes
title: Lophiolepis sintenisii (Freyn) Del Guacchio, Bures, Iamonico & P. Caputo

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/s1v-25v-zlx
title: Lophiolepis sintenisii (Freyn) Del Guacchio, Bures, Iamonico & P. Caputo

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/pgh-bp5-kv8
title: Centaurea kalambakensis Freyn & Sint.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/30x-fm1-r6k
title: Centaurea jaennensis Degen & Debeaux

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/9m2-3y6-zcx
title: Centaurea jaennensis Degen & Debeaux

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.15468/dl.3yzmk6
title: Occurrence Download

description: A dataset containing 494 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Wittrockia cyathiformis (Vell.) Leme"
 ]
}

 The dataset includes 494 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0106424-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/dn2dvcttj7
title: A Scopus Dataset for Systematic and AI-Based Analysis of AI Research in Leukemia

description: This dataset provides a structured research corpus of 2,338 peer-reviewed publications addressing the application of artificial intelligence (AI) in leukemia research. The dataset was retrieved from the Scopus database and served as the primary data source for the paper titled “A Systematic, Scalable, and Interpretable Mapping of Artificial Intelligence Research in Leukemia Using a Hybrid Machine Learning and Qualitative Framework”.

The dataset covers publications from 1990 to 2024 and was collected using a targeted Scopus query combining leukemia-related terms with artificial intelligence, machine learning, deep learning, reinforcement learning, and self-supervised learning concepts. A PRISMA-guided screening process was applied to ensure thematic relevance, remove duplicates, and exclude records without abstracts or explicit references to both leukemia and AI-related methodologies.

Each record contains curated publication metadata, including authors, author full names, author identifiers, publication year, DOI, Abstract, author keywords, and Scopus index keywords. These fields support a wide range of downstream analyses using PEARL [1], including AI-assisted semantic modeling, unsupervised clustering, thematic parameter discovery, qualitative synthesis, and cross-domain research mapping, rather than being limited to citation or bibliometric analysis alone.

The dataset enables large-scale, reproducible exploration of how AI methods, data modalities, and clinical objectives intersect across diagnostic, prognostic, therapeutic, genetic, and methodological dimensions of leukemia research. By sharing this dataset publicly, the authors aim to support transparency, methodological reuse, and further AI-driven knowledge discovery in leukemia and related biomedical research domains. We have applied this approach across various fields and sectors, including AI explainability and governance [1], [2], [3], energy [4], education [5], healthcare [6]–[8], transportation [9], [10], labor markets [11], [12], tourism [13], service industries [14], and others. 

Categories:
Artificial Intelligence; Leukemia; Machine Learning; Deep Learning; AI-Based Literature Analysis; Systematic Review; Hematologic Oncology; Semantic Analysis; Research Mapping

References: 
[1] doi: 10.2139/ssrn.6009614.
[2] doi: 10.3389/FNINF.2024.1472653/BIBTEX. 
[3] doi: 10.2139/SSRN.5086713. 
[4] doi: 10.3389/FENRG.2023.1071291. 
[5] doi: 10.3389/FRSC.2022.871171/BIBTEX. 
[6] doi: 10.3390/SU14063313. 
[7] doi: 10.3390/TOXICS11030287. 
[8] doi: 10.3390/app10041398. 
[9] doi: 10.3390/SU14095711. 
[10] doi: 10.3390/s21092993. 
[11] doi: 10.3390/JOURNALMEDIA4010010. 
[12] doi: 10.1177/00368504231213788. 
[13] doi: 10.3390/SU15054166. 
[14] doi: 10.3390/SU152216003.
DOI: 10.17632/dn2dvcttj7.1
title: A Scopus Dataset for Systematic and AI-Based Analysis of AI Research in Leukemia

description: This dataset provides a structured research corpus of 2,338 peer-reviewed publications addressing the application of artificial intelligence (AI) in leukemia research. The dataset was retrieved from the Scopus database and served as the primary data source for the paper titled “A Systematic, Scalable, and Interpretable Mapping of Artificial Intelligence Research in Leukemia Using a Hybrid Machine Learning and Qualitative Framework”.

The dataset covers publications from 1990 to 2024 and was collected using a targeted Scopus query combining leukemia-related terms with artificial intelligence, machine learning, deep learning, reinforcement learning, and self-supervised learning concepts. A PRISMA-guided screening process was applied to ensure thematic relevance, remove duplicates, and exclude records without abstracts or explicit references to both leukemia and AI-related methodologies.

Each record contains curated publication metadata, including authors, author full names, author identifiers, publication year, DOI, Abstract, author keywords, and Scopus index keywords. These fields support a wide range of downstream analyses using PEARL [1], including AI-assisted semantic modeling, unsupervised clustering, thematic parameter discovery, qualitative synthesis, and cross-domain research mapping, rather than being limited to citation or bibliometric analysis alone.

The dataset enables large-scale, reproducible exploration of how AI methods, data modalities, and clinical objectives intersect across diagnostic, prognostic, therapeutic, genetic, and methodological dimensions of leukemia research. By sharing this dataset publicly, the authors aim to support transparency, methodological reuse, and further AI-driven knowledge discovery in leukemia and related biomedical research domains. We have applied this approach across various fields and sectors, including AI explainability and governance [1], [2], [3], energy [4], education [5], healthcare [6]–[8], transportation [9], [10], labor markets [11], [12], tourism [13], service industries [14], and others. 

Categories:
Artificial Intelligence; Leukemia; Machine Learning; Deep Learning; AI-Based Literature Analysis; Systematic Review; Hematologic Oncology; Semantic Analysis; Research Mapping

References: 
[1] doi: 10.2139/ssrn.6009614.
[2] doi: 10.3389/FNINF.2024.1472653/BIBTEX. 
[3] doi: 10.2139/SSRN.5086713. 
[4] doi: 10.3389/FENRG.2023.1071291. 
[5] doi: 10.3389/FRSC.2022.871171/BIBTEX. 
[6] doi: 10.3390/SU14063313. 
[7] doi: 10.3390/TOXICS11030287. 
[8] doi: 10.3390/app10041398. 
[9] doi: 10.3390/SU14095711. 
[10] doi: 10.3390/s21092993. 
[11] doi: 10.3390/JOURNALMEDIA4010010. 
[12] doi: 10.1177/00368504231213788. 
[13] doi: 10.3390/SU15054166. 
[14] doi: 10.3390/SU152216003.
DOI: 10.25934/pr00012602.0
title: Available datapackage for study 'Assessing Vaccine Hesitancy and a Pharmacist Led Intervention Model to Increase COVID-19 Vaccine Uptake Among African Americans'

description: Vivli is an independent, non-profit organization that has developed a global data-sharing and analytics platform to serve all elements of the international research community. Our mission is to promote, coordinate, and facilitate scientific sharing and reuse of clinical research data through the creation and implementation of a sustainable global data-sharing enterprise. The Vivli platform includes an independent data repository, in-depth search engine and a cloud-based, secure analytics platform.