Highlighted Publications (2)

PLANTdataHUB: a collaborative platform for continuous FAIR data sharing in plant research

Weil, Heinrich Lukas and Schneider, Kevin and Tschöpe, Marcel and Bauer, Jonathan and Maus, Oliver and Frey, Kevin and Brilhaus, Dominik and Martins Rodrigues, Cristina and Doniparthi, Gajendra and Wetzels, Florian and Lukasczyk, Jonas and Kranz, Angela and Grüning, Björn and Zimmer, David and Deßloch, Stefan and von Suchodoletz, Dirk and Usadel, Björn and Garth, Christoph and Mühlhaus, Timo

Abstract
SUMMARY In modern reproducible, hypothesis-driven plant research, scientists are increasingly relying on research data management (RDM) services and infrastructures to streamline the processes of collecting, processing, sharing, and archiving research data. FAIR (i.e., findable, accessible, interoperable, and reusable) research data play a pivotal role in enabling the integration of interdisciplinary knowledge and facilitating the comparison and synthesis of a wide range of analytical findings. The PLANTdataHUB offers a solution that realizes RDM of scientific (meta)data as evolving collections of files in a directory – yielding FAIR digital objects called ARCs – with tools that enable scientists to plan, communicate, collaborate, publish, and reuse data on the same platform while gaining continuous quality control insights. The centralized platform is scalable from personal use to global communities and provides advanced federation capabilities for institutions that prefer to host their own satellite instances. This approach borrows many concepts from software development and adapts them to fit the challenges of the field of modern plant science undergoing digital transformation. The PLANTdataHUB supports researchers in each stage of a scientific project with adaptable continuous quality control insights, from the early planning phase to data publication. The central live instance of PLANTdataHUB is accessible at (https://git.nfdi4plants.org), and it will continue to evolve as a community-driven and dynamic resource that serves the needs of contemporary plant science.
Open Access
The Plant Journal
article
2023

Integrating FAIR Experimental Metadata for Multi-omics Data Analysis

Doniparthi, Gajendra and Mühlhaus, Timo and Deßloch, Stefan

Abstract
The technological advancements in bio-science research are resulting in the generation of vast amounts of complex and heterogeneous data sets from individual studies. Efficient Research Data Management solutions based on FAIR principles can guide the research groups toward standardizing and packaging the study-specific research results into uniquely identifiable digital objects that are easily traceable and identifiable, leading to knowledge discovery, collaboration, and innovation. However, to explore the inter-dependencies among data sets originating from different study disciplines, it is crucial to deploy a generic data-centric RDM solution that overcomes inherent challenges and helps manage complex data sets. This solution should respect participating groups’ data and security policies while providing an integrated data view. In this paper, we introduce ARC Registry, a cloud-native search and exploration application that integrates experimental metadata from individual research groups that have deployed PLANTdataHUB (FAIR-RDM) solution. The focus is on the parts of PLANTdataHUB and ARC Registry that facilitate near-real-time integration of experimental metadata from standardized digital objects (Annotated Research Contexts) across participating research groups.
Open Access
Datenbank-Spektrum
article
2024

All Publications (58)

2024 (5)

Preserving Secondary Knowledge -- Using Language Models for Software Preservation

Rechert, Klaus and Gieschke, Rafael

Open Access
International Journal of Digital Curation
article
2024

GitLab in Research Data Management

Jens Krüger and Amir Baleghi and Halima Saker and Simon Prikl and Suvasini Thangaraj and Holger Gauza and Ursula Eberhardt and Hamed Jalali and Alexander Kirbis and Adam J. Svahn and Lucas Beuter and Olaf Brandt and Stephan Hachinger and Alexander Wellmann and Johannes Munke and Mukund Biradar

inproceedings
2024

A Minimal Metadata Schema and Its Tool to Improve the Searchableness of Research Data in Bioinformatics

Olaf Brandt and Holger Gauza and Jan Kaltenbach and Maximilian E. Müller and Gabriel Schneider and Claus Zinn

Open Access
Journal of Library Metadata
article
2024

BioHackEU23 report: Enabling continuous RDM using Annotated Research Contexts with RO-Crate profiles for ISA

Sebastian Beier and Timo Mühlhaus and Cyril Pommier and Stuart Owen and and Heinrich Lukas Weil and Florian Wetzels and Gavin Chait and Daniel Arend and Manuel Feser and Gajendra Doniparthi and Jonathan Bauer and Sveinung Gundersen and and Pável Vázquez

Open Access
BioHackrXiv
misc
2024

Integrating FAIR Experimental Metadata for Multi-omics Data Analysis

Doniparthi, Gajendra and Mühlhaus, Timo and Deßloch, Stefan

Abstract
The technological advancements in bio-science research are resulting in the generation of vast amounts of complex and heterogeneous data sets from individual studies. Efficient Research Data Management solutions based on FAIR principles can guide the research groups toward standardizing and packaging the study-specific research results into uniquely identifiable digital objects that are easily traceable and identifiable, leading to knowledge discovery, collaboration, and innovation. However, to explore the inter-dependencies among data sets originating from different study disciplines, it is crucial to deploy a generic data-centric RDM solution that overcomes inherent challenges and helps manage complex data sets. This solution should respect participating groups’ data and security policies while providing an integrated data view. In this paper, we introduce ARC Registry, a cloud-native search and exploration application that integrates experimental metadata from individual research groups that have deployed PLANTdataHUB (FAIR-RDM) solution. The focus is on the parts of PLANTdataHUB and ARC Registry that facilitate near-real-time integration of experimental metadata from standardized digital objects (Annotated Research Contexts) across participating research groups.
Open Access
Datenbank-Spektrum
article
2024

2023 (28)

DataPLAN: A Web-Based Data Management Plan Generator for the Plant Sciences

Xiao-Ran Zhou and Sebastian Beier and Dominik Brilhaus and Cristina Martins Rodrigues and Timo Mühlhaus and Dirk von Suchodoletz and Richard M. Twyman and Björn Usadel and Angela Kranz

Open Access
MDPI
article
2023

PLANTdataHUB: a collaborative platform for continuous FAIR data sharing in plant research

Weil, Heinrich Lukas and Schneider, Kevin and Tschöpe, Marcel and Bauer, Jonathan and Maus, Oliver and Frey, Kevin and Brilhaus, Dominik and Martins Rodrigues, Cristina and Doniparthi, Gajendra and Wetzels, Florian and Lukasczyk, Jonas and Kranz, Angela and Grüning, Björn and Zimmer, David and Deßloch, Stefan and von Suchodoletz, Dirk and Usadel, Björn and Garth, Christoph and Mühlhaus, Timo

Abstract
SUMMARY In modern reproducible, hypothesis-driven plant research, scientists are increasingly relying on research data management (RDM) services and infrastructures to streamline the processes of collecting, processing, sharing, and archiving research data. FAIR (i.e., findable, accessible, interoperable, and reusable) research data play a pivotal role in enabling the integration of interdisciplinary knowledge and facilitating the comparison and synthesis of a wide range of analytical findings. The PLANTdataHUB offers a solution that realizes RDM of scientific (meta)data as evolving collections of files in a directory – yielding FAIR digital objects called ARCs – with tools that enable scientists to plan, communicate, collaborate, publish, and reuse data on the same platform while gaining continuous quality control insights. The centralized platform is scalable from personal use to global communities and provides advanced federation capabilities for institutions that prefer to host their own satellite instances. This approach borrows many concepts from software development and adapts them to fit the challenges of the field of modern plant science undergoing digital transformation. The PLANTdataHUB supports researchers in each stage of a scientific project with adaptable continuous quality control insights, from the early planning phase to data publication. The central live instance of PLANTdataHUB is accessible at (https://git.nfdi4plants.org), and it will continue to evolve as a community-driven and dynamic resource that serves the needs of contemporary plant science.
Open Access
The Plant Journal
article
2023

Herausforderungen beim Aufbau eines föderierten Datenrepositories auf Basis von InvenioRDM

Dirk von Suchodoletz and Jonathan Bauer and Marcel Tschöpe and Holger Gauza and Michael Derntl and Steve Kaminski

Open Access
heiDOK, Universitätsbibiothek Heidelberg
inproceedings
2023

Sicherstellung der Reproduzierbarkeit von Forschungsergebnissen durch Bewahrung des Zugriffs auf Forschungssoftware

Dirk von Suchdoletz and Peter Brettschneider and Alexandra Axtmann and Maximilian Heber and Lars Oberländer and Jan Leendertse and Irene Schumm and Olaf Brandt and Karsten Schmidt and Livia Gertis and Michael Selzer and Robert Ulrich and Dorothea Iglezakis and Valerie Boda

Open Access
Bausteine Forschungsdatenmanagement
article
2023

DataPLANT Cloud Oriented Service Infrastructure

Dirk von Suchodoletz and Jonathan Bauer and Marcel Tschöpe

TIB Open Publishing
article
2023

Improving the Research Desktop Experience for OpenStack VDI

Dirk von Suchodoletz and Yi Sun and Jean-Karim Hériché and Manuel Messner

TIB Open Publishing
article
2023

Herausforderungen beim Aufbau eines föderierten Datenrepositoriums auf Basis von InvenioRDM

D. von Suchodoletz and J. Bauer and M. Tschöpe and H. Gauza and M. Derntl and S. Kaminsky

Open Access
heiBOOKS
inproceedings
2023

Combining the BIDS and ARC Directory Structures for Multimodal Research Data Organization

Stöter, Torsten and Gottschall, Tobias and Schrader, Andrea and Zentis, Peter and Valencia-Schneider, Monica and Kandpal, Niraj and Zuschratter, Werner and Schauss, Astrid and Dickscheid, Timo and Mühlhaus, Timo and von Suchodoletz, Dirk

Open Access
Zenodo
inproceedings
2023

Secure and Decentralized Messaging with the Matrix Chat Protocol - Enhancing Communication and Collaboration in Life Sciences Research through Matrix Integration with ELIXIR Federated Authentication

Halima Saker and Jens Kruger and Amir Baleghi and Holger Gauza and Alexander Kirbis and Hamed Jalali and Suvasini Thangaraj and Simon Pirkl

Open Access
Zenodo
inproceedings
2023

Collaboration Across Boundaries: a Science

Halima Saker and Holger Gauza and Jens Kruger and Amir Baleghi and Alexander Kirbis and Simon Pirkl and Stephan Hachinger and Alexander Wellmann and Johannes Munke and Mukund Biradar and Klaus F. X. Mayer

Tübingen University Press
inproceedings
2023

Managing your Research Data with DataPLANT

Martins Rodrigues, Cristina

Open Access
Zenodo
inproceedings
2023

Preserving Computational Workflows

Oberhauser, Jurek and Gieschke, Rafael and Rechert, Klaus and von Suchodoletz, Dirk

Open Access
inproceedings
2023

Wege aus der Verantwortungsdiffusion - Vermittelnde Angebote zwischen Top-Down und Bottom-Up

Leendertse, Jan and Suchodoletz, Dirk von and Semaan, Saher

Open Access
heiBOOKS
inproceedings
2023

bwSFS - Storage for Science: Stand und Entwicklungen eines verteilten FDM-Systems

Hahn, Ulrich and von Suchodoletz, Dirk and Quandt, Markus and Gloglowski, Kolja and Seifert, Mark

Open Access
heiDOK, Universitätsbibiothek Heidelberg
inproceedings
2023

Integrating Long-Term Access into DataPLANT Data Management Workflows

Rafael Gieschke and Klaus Rechert and Dirk von Suchodoletz

Open Access
Zenodo
inproceedings
2023

Optimizing User Support through Synergistic Integration of Helpdesk Systems

Engel, Judith Sophie and Kostadinov, Ivaylo and Linares, Jimena and Frey, Kevin and von Suchodoletz, Dirk and Martins Rodrigues, Cristina

Open Access
Zenodo
inproceedings
2023

DataPLANT- Harnessing the power of ontologies for FAIR research data management

Kathryn Dumschott and Hannah Dörpholz and Kevin Frey and Marcel Tschöpe and Heinrich Lukas Weil and Timo Mühlhaus and Dirk von Suchodoletz and Björn Usadel and Angela Kranz

Open Access
heiBOOKS
inproceedings
2023

Ontologies for increasing the FAIRness of plant research data

Kathryn Dumschott and Hannah Dörpholz and Marie-Angélique Laporte and Dominik Brilhaus and Andrea Schrader and Björn Usadel and Steffen Neumann and Elizabeth Arnaud and Angela Kranz

Open Access
Frontiers Media S.A.
article
2023

Using Container Ontologies Built on ISA for (Meta)data Quality Analysis in Transcriptomics

Dörpholz, Hannah and Usadel, Björn and Kranz, Angela

Open Access
Zenodo
inproceedings
2023

Establishing an Open-Source Package \"Archive"

Cochrane, Euan and Gates, Ethan and Gieschke, Rafael

Open Access
inproceedings
2023

One Resource to Teach Them All

Brilhaus, Dominik and Kuhl, Martin and Martins Rodrigues, Cristina and Schrader, Andrea

Zenodo
inproceedings
2023

One Resource to Teach Them All

Dominik Brilhaus and Martin Kuhl and Cristina Martins Rodrigues and Andrea Schrader

Open Access
TIB Open Publishing
article
2023

A Tool for XSD-Based Metadata Annotation

Olaf Brandt and Holger Gauza and Jan Kaltenbach and Maximilian E. Müller and Gabriel Schneider and Claus Zinn

Open Access
heiBOOKS
inproceedings
2023

From DataPLANT’s DataHUB to DataPUB(lication)

Jonathan Bauer and Marcel Tschöpe and Dirk von Suchodoletz and Cristina Martins Rodrigues and Julian Weidhase and Timo Mühlhaus and Christoph Garth and Gajendra Doniparthi and Holger Gauza and Louisa Perelo

Tübingen University Press
inproceedings
2023

Improving Metadata Collection and Aggregation in Plant Phenotyping Experiments with MIAPPE Wizard and DataPLANT

Daniel Arend and Sebastian Beier and Dominik Brilhaus and Hannah Dörpholz and Manuel Feser and Kevin Frey and Patrick König and Oliver Maus and DennisPsaroudakis and Cristina Martins Rodrigues and Andrea Schrader and ElisaSenger and Heinrich Lukas Weil

Open Access
BioHackrXiv
misc
2023

White Paper: Interim Report Reference

Lisa Amelung and Verena Anthofer and Renita Danabalan and Évariste Demandt and Barbara Ebert and Elisabeth Elschner and Sara Espinoza and Jan Eufinger and Stefanie Fuchsloch and Barbara Götz and Christin Henzen and Jo-hannes Hunold and Theresa Idda and Lukas Jansen and Ulrich Krieger and Cristina M. Rodrigues and Maria Meister and Bernhard Miller and Sarah Pittroff and Christian Popp and Aleksandra Pushkina and Nicole Schatlowski and Sonja Schimmler and Christiane Schneide and Thomas Schörner and Thorsten Schwetje and Jörg Seegert and Thorsten Trippel and Judith Weber and Elena Wössner and Wolf Zinke

Open Access
Zenodo
misc
2023

White Paper: Umgang mit Zielen der BLV als Grundlage für die Strukturevaluation

Lisa Amelung and Eva Bodenschatz and Renita Danabalan and Évariste Demandt and Ralf Depping and Franziska Eberl and Barbara Ebert and Sara Espinoza and Stefanie Fuchsloch and Michael Goedicke and Barbara Götz and Cor-dula Hege and Christine Hennig and Christin Henzen and Johannes Hunold and Lukas Jansen and Ulrich Krieger and Cristina Martins Rodrigues and Bernhard Miller and Daniel Nüst and Nicole Schatlowski and Alina Schleuß and Christiane Schneide and Annett Schwarz and Thorsten Schwetje and Jörg Seegert and Thorsten Trippel and Elena Wössner and Wolf Zinke

Open Access
Zenodo
misc
2023

Collaborative work in NFDI

Amelung, Lisa and Bodenschatz, Eva and Danabalan, Renita and Demandt, Évariste and Depping, Ralf and Eberl, Franziska and Ebert, Barbara and Espinoza, Sara and Fuchsloch, Stefanie and Goedicke, Michael and Götz, Barbara and Hege, Cordula |Hennig, Christine and Henzen, Christin and Hunold, Johannes and Jansen, Lukas and Krieger, Ulrich and Rodrigues, Cristina M. and Miller, Bernhard and Schatlowski, Nicole |Schleuß, Alina and Schneide, Christiane and Schwarz, Annett and Schwetje, Thorsten and Seegert, Jörg and Trippel, Thorsten and Wössner, Elena and Zinke, Wolf

Open Access
Zenodo
article
2023

2022 (6)

Storage for Science – Aktueller Stand und anstehende Entwicklungen eines verteilten FDM-Systems

Dirk von Suchodoletz and Ulrich Hahn and Jonathan Bauer and Kolja Glogowski and Mark Seifert

Open Access
heiDOK, Universitätsbibiothek Heidelberg
inproceedings
2022

DataPLANT - Platform for Research Data Management

Jens Krüger and Timo Mühlhaus and Björn Usadel and Dirk von Suchodoletz and Cristina Martins Rodrigues

Open Access
German Network for Bioinformatics Infrastructure (de.NBI)
inbook
2022

Stellungnahme der NFDI-Konsortien zu Basisdiensten

Konsortialversammlung des Vereins Nationale Forschungsdateninfrastruktur (NFDI) e.V.

Open Access
Zenodo
misc
2022

Distributed but Integrated: Forming a ScienceGateway from Multiple Parts

Holger Gauza and Steve Kaminski and Jens Krüger and Fabian Paz and Halima Saker and Fabian Wannenmacher and Johannes Werner and Thomas Zajac and Olaf Brandt and Jan Kaltenbach

Open Access
Zenodo
inproceedings
2022

BiohackEU22 Project 22: Plant Data Exchange and Standard Interoperability

Daniel Arend and Sebastian Beier and Laurent Bouri andMarco Brandizi and Donald Hobern and Erwan Le Floch and Timo Mühlhaus and Cyril Pommier and Stuart Owen and Philippe Rocca-Serra and Thomas Rosnet and Stian Soiland-Reyes

Open Access
BioHackrXiv
misc
2022

2021 (15)

Fostering the democratization of research data by using the Annotated Research Context (ARC) as practical implementation

Venn, Benedikt and Schneider, Kevin and Frey, Kevin and Weil, H. Lukas and Werner, Johannes and Wannenmacher, Fabian and Zajac, Thomas and von Suchodoletz, Dirk and Usadel, Björn and Krüger, Jens and Garth, Christoph and Mühlhaus, Timo

Open Access
heiDOK, Universitätsbibiothek Heidelberg
inproceedings
2021

Data Stewards as ambassadors between the NFDI and the community

von Suchodoletz, Dirk and Krüger, Jens and Mühlhaus, Timo and Usadel, Björn and Gauza, Holger and Martins Rodrigues, Cristina

Open Access
heiDOK, Universitätsbibiothek Heidelberg
inproceedings
2021

DataPLANT – Ein NFDI-Konsortium Der Pflanzen-Grundlagenforschung

von Suchodoletz, Dirk and Mühlhaus, Timo and Krüger, Jens and Usadel, Björn and Martins Rodrigues, Cristina

Open Access
Bausteine Forschungsdatenmanagement
article
2021

DataPLANT - NFDI Consortium for Fundamental Plant Research

Dirk von Suchodoletz and Björn Usadel and Jens Krüger and Timo Mühlhaus

Open Access
Zenodo
misc
2021

Leitfaden – Verantwortungsvoller Umgang mit Forschungsdaten

von Suchodoletz, Dirk and Brettschneider, Peter and Böker, Elisabeth and Apel, Jochen and Iglezakis, Dorothea and Schmidt, Karsten and Schneider, Gabriel

Open Access
Zenodo
misc
2021

Data Stewards as ambassadors between the NFDI and the community

Dirk von Suchodoletz and Timo Mühlhaus and Dominik Brilhaus and Hajira Jabeen and Björn Usadel and Jens Krüger and Holger Gauza and Cristina Martins Rodrigues

Open Access
heiDOK, Universitätsbibiothek Heidelberg
inproceedings
2021

Developing a holistic research data management strategy for a university

D. von Suchodoletz and J. Leendertse and S. Semaan and K. Rechert and R. Gieschke and B. Goldammer und D. Tolkatsch

Open Access
inproceedings
2021

Nationale Forschungsdateninfrastruktur für die Ingenieurwissenschaften (NFDI4Ing)

Britta Nestler and Peter F. Pelz and Robert H. Schmitt and Marco Berger and Hauke Dierend and Benjamin Farnbacher and Bernd Flemisch and Dennis Gläser and Ina Heine and Nils Hoppe and Gerald Jagusch and Roland Lachmayer and Jan Lemmer and Jan Linxweiler and Amelie I. Metzmacher and Iryna Mozgova and Nils Preuß and Manuela Richter and Stefanie Roski and Hartmut Schlenz and Michael Selzer and Christian Stemmer

Open Access
heiDOK, Universitätsbibiothek Heidelberg
inproceedings
2021

DataPLANT – Tools and Services to structure the Data Jungle for fundamental plant researchers

Timo Mühlhaus and Dominik Brilhaus and Marcel Tschöpe and Oliver Maus and Björn Grüning and Christoph Garth and Cristina Martins Rodrigues and Dirk von Suchodoletz

Open Access
heiDOK, Universitätsbibiothek Heidelberg
inproceedings
2021

Data Management and Modeling in Plant Biology

Maria Krantz and David Zimmer and Stephan O. Adler and Anastasia Kitashova and Edda Klipp and Timo Mühlhaus and Thomas Nägele

Open Access
Frontiers Media S.A.
article
2021

HUBzero as an open-source science gateway within the framework of the Science Data Center BioDATEN

Gauza, Holger and Wannenmacher, Fabian and Werner, Johannes and Zajac, Thomas and Krüger, Jens

Open Access
heiBOOKS
inproceedings
2021

Criteria for Selecting a Software Solution for Operating a Research Data Repository

H. Gauza and F. Bach and D. Terzijska and P. Krauß and T. Bönisch and N. Buck and J. Hess and A. Holz and K. Jung and A. Kaminski and R. Kamzelak and H. W. Kramski and J. Kuhn and V. Kushnarenko and B. Schembera and C.-M. Schlesinger and M. Ulrich and G. Viehhauser and J. Leendertse and D. von Suchodoletz and J. Bauer and M. Landwehr and G. Schneider and L. Steeb und I. Schumm

Open Access
Bausteine Forschungsdatenmanagement
article
2021

Immutable yet evolving: ARCs for permanent sharing in the research data-time continuum

Christoph Garth and Jonas Lukasczyk and Timo Mühlhaus and Benedikt Venn and Jens Krüger and Kolja Glogowski and Cristina Martins Rodrigues and Dirk von Suchodoletz

Open Access
heiDOK, Universitätsbibiothek Heidelberg
inproceedings
2021

NFDI Cross-cutting Topics Workshop Report

Ebert, Barbara and Fluck, Juliane and Glöckner, Frank Oliver and Koepler, Oliver and Miller, Bernhard and Schmitt, Robert and Schrade, Torsten and Stegle, Oliver and Steinbeck, Christoph and von Suchodoletz, Dirk and Wagemann, Kurt and Knebes, Jennifer and Kraft, Sophie and Seitz-Moskaliuk, Hendrik and Sure-Vetter, York and Wössner, Elena

Open Access
Zenodo
misc
2021

2020 (3)

DataPLANT: Data in Plant research [Press Release]

Dirk von Suchodoletz and Usadel, Björn and Mühlhaus, Timo and Krüger, Jens

Open Access
misc
2020

Pflanzliches Leben besser verstehen

Dirk von Suchodoletz

Open Access
misc
2020

DataPLANT: Driving the digital change in plant science

Mühlhaus, Timo and Krüger, Jens and Usadel, Björn and Martins Rodrigues, Cristina and von Suchodoletz, Dirk

Open Access
Zenodo
inproceedings
2020

2019 (1)

Berlin Declaration on NFDI Cross-Cutting Topics (Version 1)

Glöckner, Frank Oliver and Diepenbroek, Michael and Felden, Janine and Overmann, Jörg and Bonn, Aletta and Gemeinholzer, Birgit and Güntsch, Anton and König-Ries, Birgitta and Seeger, Bernhard and Pollex-Krüger, Annette and Fluck, Juliane and Pigeot, Iris and Kirsten Toralf and Mühlhaus, Timo and Wolf, Christof and Heinrich, Uwe and Steinbeck, Christoph and Koepler, Oliver and Stegle, Oliver and Weimann, Joachim and Schörner-Sadenius, Thomas and Gutt, Christian and Stahl, Florian and Wagemann, Kurt and Schrade, Torsten and Schmitt, Robert and Eberl, Chris and Gauterin, Frank and Schultz, Martin and Bernard, Lars

Open Access
Zenodo
misc
2019