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Published May 28, 2025 | Version v3
Dataset Open

Microflora Danica

  • 1. Department of Agroecology, Aarhus University, Tjele, Denmark
  • 2. Section of Soil Physics and Hydropedology, Department of Agroecology, Aarhus University , Tjele, Denmark and Center for Sustainable Landscapes under Global Change, Aarhus, Denmark
  • 3. Department of Ecoscience, Aarhus University, Aarhus, Denmark
  • 4. Section for Ecoinformatics & Biodiversity, Department of Biology, Aarhus University and Center for Sustainable Landscapes under Global Change, Aarhus, Denmark
  • 5. Center for Electromicrobiology, Department of Biology, Aarhus University, Aarhus, Denmark
  • 6. Department of Biology, Aarhus University, Aarhus, Denmark
  • 7. Habitatvision, Lystrup, Denmark
  • 8. SEGES Innovation P/S, Aarhus, Denmark
  • 9. Department of Environmental and Resource Engineering, Technical University of Denmark, Kgs Lyngby, Denmark
  • 10. University of Copenhagen
  • 11. Global Biodiversity Information Facility, Denmark
  • 12. DTU Department of Biotechnology and Biomedicine, & Center for Microbial Secondary Metabolits , Kgs. Lyngby, Denmark
  • 13. WSP Danmark A/S, Tåstrup, Denmark
  • 14. Research centre for built environment, climate and water technology, VIA University College, Horsens, Denmark
  • 15. Department of Biology, University of Southern Denmark, Odense, Denmark
  • 16. Skalhuse, Nibe, Denmark
  • 17. Centre for Microbiology and Environmental Systems Science, University of Vienna, Vienna, Austria
  • 18. Department of Molecular Diagnostics, Aalborg University Hospital and Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
  • 19. Department of the Built Environment, Aalborg University, Aalborg, Denmark
  • 20. Department of Chemistry and Bioscience, Aalborg University, Aalborg, Denmark
  • 21. Center for Microbial Communities, Department of Chemistry and Bioscience, Aalborg University, Aalborg, Denmark

Description

Microflora Danica

Scope

Microflora Danica (MFD) is set to create the compendium of the microbial populations of Denmark using 10.000+ metagenomic samples encompassing soils, waters and sediments from natural, agricultural and built environments.

More than 50 subprojects are included in MFD, with various degrees of spatial resolutions, depth of associated data and technical challenges. This wiki is meant to help the researchers in navigating the various subprojects, data and results from MFD.

The first flagship manuscript "Microflora Danica: the atlas of Danish environmental microbiomes" is available as a preprint on bioRxiv. The data are publicly available, its findings can be explored and reproduced starting from The MFD Atlas page of this wiki.

Introduction

Microflora Danica is the Atlas of the enviromental microbiomes of Denmark. It relies upon a large scale dataset encompassing 10,683 shotgun metagenomes, 412 near full-length 16S UMI datasets and 450 bacterial and eukaryotic rRNA operon collections, linked to a detailed 5-level habitat ontology. The manuscript determines that while human-disturbed habitats have high alpha diversity, the same species reoccur, revealing hidden homogeneity and underlining the importance of natural systems for total species (gamma) diversity. In-depth studies of nitrifiers, a functional group closely linked to climate change, challenge existing perceptions regarding habitat preference and discover several novel nitrifiers as more abundant than canonical nitrifiers. Together, the Microflora Danica dataset provides an unprecedented resource and the foundation for answering fundamental questions underlying microbial ecology: what drives microbial diversity, distribution and function.

Data

This project encompasses additional data files belonging to the Microflora Danica project. Here we deopisted:

  • Metagenomic assemblies.
  • Metagenome bins (MQ MAGs). 
  • The MFG (Microflora Global) 16S rRNA gene reference database (unclustered and clustered at 98.7% ANI).
  • Metagenomic derived 16S rRNA gene fragments derived from the 10km reference grid representative samples.
  • Genus-aggregated observational tables of the 16S rRNA gene fragments (counts and relative abundance) as well as versions of these subjected to random subsampling without replacement.
  • OTU tables of the 16S UMI, 16S and 18S sequences from operons. 
  • Data used in the analysis for evaluation of the effect of drying performed for the agricultural samples. 
  • Supplementary data for nitrifier analysis (including packages for GraftM).
  • Supplementary data for metagenomic marker gene analysis (including package for SingleM). 

Other resources

The sequencing data, and metagenome bins (HQ MAGs, >90 % completeness <5 % contamination) are available in NCBI under bioproject PRJNA1071982. Associated metadata are also available in github (https://github.com/cmc-aau/mfd_wiki).

The near-full length 16S UMI as well as the near-full length 16S and 18S from the bacterial and eukaryotic operons has also been deposited in GBIF. 

This project is supported by the Poul Due Jensen/Grundfos foundation.

Files

Files (122.8 GB)

Name Size Download all
md5:bdf5d7460f25984572daf2875339ddf6
145.5 MB Download
md5:9de0f28a24a07a4d7f1a3024d0299f2f
807.6 MB Download
md5:866228fb515e1838e7cdc05baa4d848c
914.6 MB Download
md5:89b719d26904121a2bb78bab44290073
9.9 GB Download
md5:34d467b63198b84521ae39d9cb28849c
9.9 GB Download
md5:5cbcf1baad47f84d428f049f9ee09230
9.9 GB Download
md5:bcd8fa6425bb788d31b50ac5db61d47f
9.9 GB Download
md5:640540f7281123ae0e59442739469aeb
9.9 GB Download
md5:ad72a3aca8bb3d645415e1522d400240
9.9 GB Download
md5:29b809835b3509472dc137fe932fe2ea
9.9 GB Download
md5:43e5b52391862446f956303b4e1eede6
9.9 GB Download
md5:edeca2406a5103ff4870c943bbba95a1
9.9 GB Download
md5:36c0573ac4c204f2f6c9fc8e6bf491e3
9.9 GB Download
md5:a98d7a134236dccace45186792f14639
19.8 GB Download
md5:22dece944929ae2d7956dd2b9c1c95ab
461.2 MB Download
md5:9b65d9984cb41a929613758919ed2fcf
227.6 MB Download
md5:1956bc278ff3f6ec1f1a2eca6d05bfda
1.4 GB Download

Additional details

Funding

Grundfos (Denmark)
Microflora Danica Microflora Danica
The Velux Foundations
15510 15510
The Velux Foundations
50093 50093
The Velux Foundations
13351 13351
European Union
NanoEat 101078234

Software

Repository URL
https://github.com/cmc-aau/mfd_wiki
Programming language
Shell , R
Development Status
Active

References

  • Microflora Danica: the atlas of Danish environmental microbiomes CM Singleton, TBN Jensen, F Delogu, EA Sørensen, VR Jørgensen, SM Karst, Y Yang, KS Knudsen, M Sereika, F Petriglieri, S Knutsson, SM Dall, RH Kirkegaard, JM Kristensen, BJ Woodcroft, DR Speth, STN Aroney, The Microflora Danica Consortium, M Wagner, MKD Dueholm, PH Nielsen, M Albertsen bioRxiv 2024.06.27.600767; doi: https://doi.org/10.1101/2024.06.27.600767