cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.7xuxv4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((102.168 -0.925817, 102.097728 -0.931383, 102.029185 -0.947945, 101.964059 -0.975094, 101.903953 -1.012163, 101.850345 -1.058239, 101.804557 -1.112188, 101.767715 -1.172681, 101.740727 -1.238231, 101.724258 -1.307222, 101.718713 -1.377957, 101.724231 -1.448695, 101.740677 -1.517692, 101.767647 -1.583251, 101.804477 -1.643756, 101.850261 -1.697718, 101.903872 -1.743806, 101.96399 -1.780887, 102.029135 -1.808045, 102.097702 -1.824613, 102.168 -1.830181, 102.238298 -1.824613, 102.306865 -1.808045, 102.37201 -1.780887, 102.432128 -1.743806, 102.485739 -1.697718, 102.531523 -1.643756, 102.568353 -1.583251, 102.595323 -1.517692, 102.611769 -1.448695, 102.617287 -1.377957, 102.611742 -1.307222, 102.595273 -1.238231, 102.568285 -1.172681, 102.531443 -1.112188, 102.485655 -1.058239, 102.432047 -1.012163, 102.371941 -0.975094, 102.306815 -0.947945, 102.238272 -0.931383, 102.168 -0.925817))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000348-260120142942310/datasets/export for details.
DOI: 10.5281/zenodo.18301531
title: ScaDS.AI German Line- and Word-Level Handwriting Dataset

description: This dataset contains 775 full-page images, 5.843 line images and 37.406 word images with German handwritings and corresponding line- and word-level ground truth text files. There are no ground truth text files for the full-page images. If you need full-page images with ground truth,

check out our dataset with the name „ScaDS.AI German full-page Handwriting Dataset“ on Zenodo (includes 77 pages).

 

Structure

- /ground_truth/xml: 775 ground truth xml files

- /ground_truth/csv/line_annotations.csv: ground truth texts

- /ground_truth/csv/word_annotations.csv: ground truth texts

- /images/pages: 775 full-page images with German handwriting

- /images/lines: 5.843 line images with German handwriting

- /images/words: 37.406 word images with German handwriting

- /metadata/Uni_Leipzig_01-export-251205.csv (further descriptions, e.g. corresponding wikipedia urls)

 

Description

We offer ground truth files both in XML format and in CSV format with annotated words and lines which cover about 90% of the pages (relating on the content in Uni_Leipzig_01-export-251205.csv). Annotating partially unreadable hundred of manuscripts (775) is hard work and takes a lot of time.

We provide about 43.249 annotated lines and words from excerpts of Wikipedia articles with ground truth text. Handwriting OCR in German is underserved.

The quality is not perfect. We did our best, but still there are mistakes.

 

Version

* 1.0 created on January 19, 2026 (10.5281/zenodo.18301532)



Authors

* Thomas Burghardt (0009-0003-7874-9134)

* Ahmad Alzin (0009-0006-4791-5939)



Licence

Creative Commons Attribution 4.0 International

 

Use cases

- Handwritten Text Recognition (HTR)

- OCR training

- Computer vision / handwriting analysis

 

Acknowledgements

We acknowledge the financial support by the Federal Ministry of Education and Research of Germany and by Sächsische Staatsministerium für Wissenschaft, Kultur und Tourismus in the programme Center of Excellence for AI-research „Center for Scalable Data Analytics and Artificial Intelligence Dresden/Leipzig“, project identification number: ScaDS.AI
DOI: 10.5281/zenodo.18301532
title: ScaDS.AI German Line- and Word-Level Handwriting Dataset

description: This dataset contains 775 full-page images, 5.843 line images and 37.406 word images with German handwritings and corresponding line- and word-level ground truth text files. There are no ground truth text files for the full-page images. If you need full-page images with ground truth,

check out our dataset with the name „ScaDS.AI German full-page Handwriting Dataset“ on Zenodo (includes 77 pages).

 

Structure

- /ground_truth/xml: 775 ground truth xml files

- /ground_truth/csv/line_annotations.csv: ground truth texts

- /ground_truth/csv/word_annotations.csv: ground truth texts

- /images/pages: 775 full-page images with German handwriting

- /images/lines: 5.843 line images with German handwriting

- /images/words: 37.406 word images with German handwriting

- /metadata/Uni_Leipzig_01-export-251205.csv (further descriptions, e.g. corresponding wikipedia urls)

 

Description

We offer ground truth files both in XML format and in CSV format with annotated words and lines which cover about 90% of the pages (relating on the content in Uni_Leipzig_01-export-251205.csv). Annotating partially unreadable hundred of manuscripts (775) is hard work and takes a lot of time.

We provide about 43.249 annotated lines and words from excerpts of Wikipedia articles with ground truth text. Handwriting OCR in German is underserved.

The quality is not perfect. We did our best, but still there are mistakes.

 

Version

* 1.0 created on January 19, 2026 (10.5281/zenodo.18301532)



Authors

* Thomas Burghardt (0009-0003-7874-9134)

* Ahmad Alzin (0009-0006-4791-5939)



Licence

Creative Commons Attribution 4.0 International

 

Use cases

- Handwritten Text Recognition (HTR)

- OCR training

- Computer vision / handwriting analysis

 

Acknowledgements

We acknowledge the financial support by the Federal Ministry of Education and Research of Germany and by Sächsische Staatsministerium für Wissenschaft, Kultur und Tourismus in the programme Center of Excellence for AI-research „Center for Scalable Data Analytics and Artificial Intelligence Dresden/Leipzig“, project identification number: ScaDS.AI
DOI: 10.5281/zenodo.18317810
title: Triticeae Dumort. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:56
DOI: 10.5281/zenodo.18283705
title: ScaDS.AI German Full-Page Handwriting Dataset

description: Description


This dataset contains 77 complete pages of German handwriting, with each page representing an excerpt from a Wikipedia article. For each handwritten page (in JPG data format), a transcription in plain UTF-8 text is provided (can be used as ground truth).

 



Structure
- images/: one jpg file per handwritten page (a total of 77 items)

- ground_truth/: one text file per handwritten page (a total of 77 items)

- metadata/scads_topic_list.csv: dataset description

- metadata/scads_topic_list.xml: TEI-Lite description

- metadata/Uni_Leipzig_01-export-251205.csv: contains URLs to the corresponding Wikipedia articles

- README.md

- license.txt
The usable dataset includes 77 images with German handwritten Wikipedia excerpts and corresponding ground truth text files.

Version
* 1.0 (January 17, 2026)

Authors
* Thomas Burghardt (0009-0003-7874-9134)

* Till Nestler (0009-0001-2922-525X)


Licence

Creative Commons Attribution 4.0 International


Use cases

- Handwritten Text Recognition (HTR)

- OCR training

- Computer vision / handwriting analysis


Acknowledgements
We acknowledge the financial support by the Federal Ministry of Education and Research of Germany and by Sächsische Staatsministerium für Wissenschaft, Kultur und Tourismus in the programme Center of Excellence for AI-research „Center for Scalable Data Analytics and Artificial Intelligence Dresden/Leipzig“, project identification number: ScaDS.AI
DOI: 10.5281/zenodo.18317809
title: Triticeae Dumort. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:56
DOI: 10.5281/zenodo.18283704
title: ScaDS.AI German Full-Page Handwriting Dataset

description: Description


This dataset contains 77 complete pages of German handwriting, with each page representing an excerpt from a Wikipedia article. For each handwritten page (in JPG data format), a transcription in plain UTF-8 text is provided (can be used as ground truth).

 



Structure
- images/: one jpg file per handwritten page (a total of 77 items)

- ground_truth/: one text file per handwritten page (a total of 77 items)

- metadata/scads_topic_list.csv: dataset description

- metadata/scads_topic_list.xml: TEI-Lite description

- metadata/Uni_Leipzig_01-export-251205.csv: contains URLs to the corresponding Wikipedia articles

- README.md

- license.txt
The usable dataset includes 77 images with German handwritten Wikipedia excerpts and corresponding ground truth text files.

Version
* 1.0 (January 17, 2026)

Authors
* Thomas Burghardt (0009-0003-7874-9134)

* Till Nestler (0009-0001-2922-525X)


Licence

Creative Commons Attribution 4.0 International


Use cases

- Handwritten Text Recognition (HTR)

- OCR training

- Computer vision / handwriting analysis


Acknowledgements
We acknowledge the financial support by the Federal Ministry of Education and Research of Germany and by Sächsische Staatsministerium für Wissenschaft, Kultur und Tourismus in the programme Center of Excellence for AI-research „Center for Scalable Data Analytics and Artificial Intelligence Dresden/Leipzig“, project identification number: ScaDS.AI
DOI: 10.15468/dl.r7my5z
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Abramis brama",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1865",
 "Year is less than or equal to 1869"
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000351-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2bhsvh
title: CCDC 2160137: Experimental Crystal Structure Determination

description: Related Article: Yan Guo, Siqiang Fang, Lixiang Zhu, Jintong Song, Jixing Che, Haifeng Xiang, Tianli Wang|2026|Angew.Chem.,Int.Ed.|65|e18310|doi:10.1002/anie.202518310
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2fwbc1
title: CCDC 2260593: Experimental Crystal Structure Determination

description: Related Article: Aysha Gaur, Ming Fa Hsieh, Mudasir Nabi Peerzada, Imran Ali, Amir Azam|2026|Chem. Sel.|11|e00356|doi:10.1002/slct.202500356
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2hb8sx
title: CCDC 2303789: Experimental Crystal Structure Determination

description: Related Article: Yi-Fei Huang, Yun-Shu Cui, Si-Jun Xie, Yu-Sheng Lu, Feng Liu, Dan-Dan Zhai, Zhang-Jie Shi|2026|J.Am.Chem.Soc.|||doi:10.1021/jacs.5c15167
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2hb8ty
title: CCDC 2303790: Experimental Crystal Structure Determination

description: Related Article: Yi-Fei Huang, Yun-Shu Cui, Si-Jun Xie, Yu-Sheng Lu, Feng Liu, Dan-Dan Zhai, Zhang-Jie Shi|2026|J.Am.Chem.Soc.|||doi:10.1021/jacs.5c15167
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2hb8w0
title: CCDC 2303792: Experimental Crystal Structure Determination

description: Related Article: Yi-Fei Huang, Yun-Shu Cui, Si-Jun Xie, Yu-Sheng Lu, Feng Liu, Dan-Dan Zhai, Zhang-Jie Shi|2026|J.Am.Chem.Soc.|||doi:10.1021/jacs.5c15167
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2hgqwl
title: CCDC 2308070: Experimental Crystal Structure Determination

description: Related Article: Yi-Fei Huang, Yun-Shu Cui, Si-Jun Xie, Yu-Sheng Lu, Feng Liu, Dan-Dan Zhai, Zhang-Jie Shi|2026|J.Am.Chem.Soc.|||doi:10.1021/jacs.5c15167
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2k0w0h
title: CCDC 2354326: Experimental Crystal Structure Determination

description: Related Article: Zhenzhen Wang, Dan Chen, Junhai Chang, Yong Li, Yuting Su, Pei Tang, Fen-Er Chen|2025|Org.Lett.|||doi:10.1021/acs.orglett.5c04932
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2lbbhs
title: CCDC 2393215: Experimental Crystal Structure Determination

description: Related Article: Mondher Dhifet, Soumaya Miraoui, Nabil Benzerroug, Tahani M. Almutairi, Nikolay Tumanov, Houcine Ghalla, Bouzid Gassoumi|2026|Chem. Sel.|11|e04771|doi:10.1002/slct.202504771
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2lp94r
title: CCDC 2403744: Experimental Crystal Structure Determination

description: Related Article: Bivas Mondal, Lei Wang, Shirui Wang, Teck-Peng Loh|2025|JACS Au|||doi:10.1021/jacsau.5c01272
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2m27fd
title: CCDC 2415223: Experimental Crystal Structure Determination

description: Related Article: Lavinia Ballerini, Miaoxia Liu, Lorenzo Arrico, Silvia Voci, Christophe Gourlaouen, Chantal Daniel, Vincent César, Stéphane Bellemin‐Laponnaz, Francesco Zinna, Laurent Bouffier, Federico Polo, Lorenzo Di Bari, Neso Sojic, Matteo Mauro|2026|Angew.Chem.,Int.Ed.|65|e10787|doi:10.1002/anie.202510787
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2m27hg
title: CCDC 2415225: Experimental Crystal Structure Determination

description: Related Article: Lavinia Ballerini, Miaoxia Liu, Lorenzo Arrico, Silvia Voci, Christophe Gourlaouen, Chantal Daniel, Vincent César, Stéphane Bellemin‐Laponnaz, Francesco Zinna, Laurent Bouffier, Federico Polo, Lorenzo Di Bari, Neso Sojic, Matteo Mauro|2026|Angew.Chem.,Int.Ed.|65|e10787|doi:10.1002/anie.202510787
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2m3c26
title: CCDC 2416297: Experimental Crystal Structure Determination

description: Related Article: Yurim Park, Hee Chan Noh, Euijae Lee, Phil Ho Lee|2026|J.Org.Chem.|||doi:10.1021/acs.joc.5c02511
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2mfkh4
title: CCDC 2426106: Experimental Crystal Structure Determination

description: Related Article: Xiuliang Cheng, Tianci Xu, Tao Huang, Guo Tang, Yu-Mei Lin, Lei Gong|2026|J.Am.Chem.Soc.|||doi:10.1021/jacs.5c16396
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2ndhg1
title: CCDC 2454873: Experimental Crystal Structure Determination

description: Related Article: Max Amann, Maria Drosou, Tarek Al Said, Alexander Allgaier, Yury Kutin, Patrick W. Antoni, Julian J. Holstein, Müge Kasanmascheff, Joris Slageren, Alexander Schnegg, Dimitrios A. Pantazis, Max M. Hansmann|2026|Angew.Chem.,Int.Ed.|65|e16032|doi:10.1002/anie.202516032
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2ndhh2
title: CCDC 2454874: Experimental Crystal Structure Determination

description: Related Article: Max Amann, Maria Drosou, Tarek Al Said, Alexander Allgaier, Yury Kutin, Patrick W. Antoni, Julian J. Holstein, Müge Kasanmascheff, Joris Slageren, Alexander Schnegg, Dimitrios A. Pantazis, Max M. Hansmann|2026|Angew.Chem.,Int.Ed.|65|e16032|doi:10.1002/anie.202516032
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2ndhj3
title: CCDC 2454875: Experimental Crystal Structure Determination

description: Related Article: Max Amann, Maria Drosou, Tarek Al Said, Alexander Allgaier, Yury Kutin, Patrick W. Antoni, Julian J. Holstein, Müge Kasanmascheff, Joris Slageren, Alexander Schnegg, Dimitrios A. Pantazis, Max M. Hansmann|2026|Angew.Chem.,Int.Ed.|65|e16032|doi:10.1002/anie.202516032
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2ndhl5
title: CCDC 2454877: Experimental Crystal Structure Determination

description: Related Article: Max Amann, Maria Drosou, Tarek Al Said, Alexander Allgaier, Yury Kutin, Patrick W. Antoni, Julian J. Holstein, Müge Kasanmascheff, Joris Slageren, Alexander Schnegg, Dimitrios A. Pantazis, Max M. Hansmann|2026|Angew.Chem.,Int.Ed.|65|e16032|doi:10.1002/anie.202516032
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2ndhm6
title: CCDC 2454878: Experimental Crystal Structure Determination

description: Related Article: Max Amann, Maria Drosou, Tarek Al Said, Alexander Allgaier, Yury Kutin, Patrick W. Antoni, Julian J. Holstein, Müge Kasanmascheff, Joris Slageren, Alexander Schnegg, Dimitrios A. Pantazis, Max M. Hansmann|2026|Angew.Chem.,Int.Ed.|65|e16032|doi:10.1002/anie.202516032
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2ndhn7
title: CCDC 2454879: Experimental Crystal Structure Determination

description: Related Article: Max Amann, Maria Drosou, Tarek Al Said, Alexander Allgaier, Yury Kutin, Patrick W. Antoni, Julian J. Holstein, Müge Kasanmascheff, Joris Slageren, Alexander Schnegg, Dimitrios A. Pantazis, Max M. Hansmann|2026|Angew.Chem.,Int.Ed.|65|e16032|doi:10.1002/anie.202516032
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2nffxg
title: CCDC 2455786: Experimental Crystal Structure Determination

description: Related Article: Song Liu, Shunlin Zheng, Ying Zhang, Kejun Lin, Wenchang Li, Zhongshu Li, Tingshun Zhu|2026|Org.Lett.|||doi:10.1021/acs.orglett.5c05230
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.