Automated Data Integration from Heterogeneous Sources including electronic lab notebooks using LinkAhead

Many scientific projects rely on a multitude of different software systems for data storage and data exchange.Keeping data findable and accessible can be challenging, especially if data has to be shared between differentsites, working groups and institutes. The open source software LinkAhead provides a powerful framework formanaging complex data integrated from heterogeneous data sources.LinkAhead is built in a way that datamodels can be extended and adapted to future requirements by the researchers at any time. Its extendablecrawler framework can be adapted to automatically import data and meta data from different repositories andELN systems, like elabFTW or PANGAEA. LinkAhead also provides a graphical web-interface, as well as an APIfor automated queries.The software can be fine-tuned to different scientific disciplines and is already usedproductively at multiple Helmholtz institutes, including GEOMAR, AWI and KIT.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-05-14
DOI
https://doi.org/10.5281/zenodo.15462329
Primary Topic
Environmental Monitoring and Data Management
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Automated Data Integration from Heterogeneous Sources including electronic lab notebooks using LinkAhead

Zenodo (CERN European Organization for Nuclear Research)
Environmental Monitoring and Data Management
article

Automated Data Integration from Heterogeneous Sources including electronic lab notebooks using LinkAhead

article en

Abstract

Many scientific projects rely on a multitude of different software systems for data storage and data exchange.Keeping data findable and accessible can be challenging, especially if data has to be shared between differentsites, working groups and institutes. The open source software LinkAhead provides a powerful framework formanaging complex data integrated from heterogeneous data sources.LinkAhead is built in a way that datamodels can be extended and adapted to future requirements by the researchers at any time. Its extendablecrawler framework can be adapted to automatically import data and meta data from different repositories andELN systems, like elabFTW or PANGAEA. LinkAhead also provides a graphical web-interface, as well as an APIfor automated queries.The software can be fine-tuned to different scientific disciplines and is already usedproductively at multiple Helmholtz institutes, including GEOMAR, AWI and KIT.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 48%
Environmental Monitoring and Data Management
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.