https://doi.org/10.25678/000BV9
You're currently viewing an old version of this dataset. To see the current version, click here.

Data for: Distinct phytoplankton size classes respond differently to biotic and abiotic factors

The interplay between abiotic (resource supply, temperature) and biotic (grazing) factors determines growth and loss processes in phytoplankton through resource competition and trophic interactions, which are mediated by morphological traits like size. Here, we study the relative importance of grazers, water physics and chemistry on the daily net accumulation rates (AR) of individual phytoplankton from natural communities, grouped into six size classes from circa 10 to 500 μm. Using a Random Forest modelling approach and four years of daily data from a lake, we find that water temperature is generally a pivotal control of all phytoplankton AR. At the same time, nutrients and light are important for the smallest and the largest classes. Mesozooplankton abundance is a key predictor of the AR for small phytoplankton, with microzooplankton being important for the middle-size range. In our data, large and small phytoplankton have different (seasonal) blooming patterns: small forms are favoured by low temperature and grazing, and high phosphorus levels. Larger forms show positive ARs at high temperatures and low phosphorus (being relatively insensitive to zooplankton grazing). These results help us understand the opportunities and limitations of using size to explain and model phytoplankton responses to biotic and abiotic environmental change.

Dataset extent

Data and Resources

Citation

Metadata

  Publication Data Package for:
  • Missing publication reference
Open Data Open Data
Author
  • Merkli, Stefanie
  • Merz, Ewa
  • Reyes, Marta
  • Ntetsika, Pinelopi
  • Dennis, Stuart R.
  • Isles, Peter
  • Kyathanahally, Sreenath
  • Baity-Jesi, Marco
  • To, Sze-Wing
  • Merico, Agostino
  • Pomati, Francesco
Keywords community dynamics,ecological traits,imaging,machine learning,lake plankton,size,ammonium,nitrate,phosphate,thermocline depth,mixed layer depth,epilimnetic temperature,depth at 5 PAR,ciliates,calanoid copepods,rotifers,nauplii,cyclopoid copepods,phytoplankton size classes,Daphnia
Variables
  • ammonium-nitrogen
  • dissolved_reactive_phosphate
  • PAR
  • temperature
Organisms (generic terms)
  • calanoid copepods
  • ciliates
  • cyclopoid copepods
  • daphnids
  • nauplii
  • phytoplankton
  • rotifers
Systems
  • lake
Timerange
  • 2019-01 TO 2023-06
Geographic Name(s)
  • Greifensee
Review Level domain specific
Curator Merkli, Stefanie
Contact Pomati, Francesco <Francesco.Pomati@eawag.ch>
DOI 10.25678/000BV9