Back

Semi-Annual Cycles in the Biotic Communities of Temperate Aquatic Habitats

Sperlea, T.; Glackin, C. C.; Vogel, L.; Zschaubitz, E.; Nietz, C.; Karsten, S.; Dippner, J. W.; Elferink, S.; Loose, C.; Schröder, H.; Hassenrück, C.; Labrenz, M.

2026-05-05 ecology
10.64898/2026.05.01.721460 bioRxiv
Show abstract

Recurring patterns in biosphere dynamics are anchored in daily and seasonal oscillations in abiotic variables driven by Earths obliquity, rotation, and orbit. While circadian and annual biotic cycles are well studied, persistent supra- or subannual cycles in biotic systems are rarely documented globally. Here, we apply a machine learning approach to DNA metabarcoding time series and detect a biotic semi-annual cycle expressed across aquatic communities in temperate regions across taxonomic domains. We propose that this dynamic reflects a semi-annual mode in insolation and is suppressed under conditions of limited nutrients or sunlight. Our results suggest photoautotrophs are central for the aetiology of the biotic SAM, while demonstrating that it is a community-level phenomena not attributable to single species. The regularity of the biotic SAM suggests value for anticipating less predictable ecological events, including phytoplankton blooms. Overall, our results highlight Earth system-scale forcing of local dynamics and reinforce coupling patterns.

Matching journals

The top 7 journals account for 50% of the predicted probability mass.

1
Proceedings of the National Academy of Sciences
2130 papers in training set
Top 1%
19.0%
2
Global Ecology and Biogeography
41 papers in training set
Top 0.1%
10.2%
3
Proceedings of the Royal Society B: Biological Sciences
341 papers in training set
Top 1%
6.2%
4
Nature Communications
4913 papers in training set
Top 34%
4.7%
5
Communications Earth & Environment
14 papers in training set
Top 0.1%
4.7%
6
Global Change Biology
69 papers in training set
Top 0.3%
4.7%
7
Molecular Ecology
304 papers in training set
Top 2%
3.5%
50% of probability mass above
8
PLOS Computational Biology
1633 papers in training set
Top 10%
3.5%
9
eLife
5422 papers in training set
Top 30%
3.0%
10
Ecography
50 papers in training set
Top 0.5%
2.7%
11
Nature Ecology & Evolution
113 papers in training set
Top 2%
2.5%
12
iScience
1063 papers in training set
Top 8%
2.5%
13
PLOS Biology
408 papers in training set
Top 7%
2.0%
14
Ecology Letters
121 papers in training set
Top 0.7%
1.8%
15
Philosophical Transactions of the Royal Society B
51 papers in training set
Top 3%
1.7%
16
Science Advances
1098 papers in training set
Top 16%
1.7%
17
Current Biology
596 papers in training set
Top 9%
1.7%
18
ISME Communications
103 papers in training set
Top 1%
1.7%
19
mSystems
361 papers in training set
Top 5%
1.6%
20
Scientific Reports
3102 papers in training set
Top 60%
1.6%
21
Science
429 papers in training set
Top 15%
1.6%
22
Communications Biology
886 papers in training set
Top 11%
1.5%
23
New Phytologist
309 papers in training set
Top 4%
1.3%
24
Science of The Total Environment
179 papers in training set
Top 4%
1.1%
25
PLOS ONE
4510 papers in training set
Top 63%
0.9%
26
Frontiers in Ecology and Evolution
60 papers in training set
Top 4%
0.8%
27
The ISME Journal
194 papers in training set
Top 2%
0.8%
28
mBio
750 papers in training set
Top 12%
0.7%
29
The American Naturalist
114 papers in training set
Top 2%
0.7%
30
Frontiers in Microbiology
375 papers in training set
Top 10%
0.6%