A1 Refereed original research article in a scientific journal
Spatial and temporal variability of zooplankton in a temperate semi-enclosed sea: implications for monitoring design and long-term studies
Authors: Klais R, Lehtiniemi M, Rubene G, Semenova A, Margonski P, Ikauniece A, Simm M, Pollumae A, Griniene E, Makinen K, Ojaveer H
Publisher: OXFORD UNIV PRESS
Publication year: 2016
Journal: Journal of Plankton Research
Journal name in source: JOURNAL OF PLANKTON RESEARCH
Journal acronym: J PLANKTON RES
Volume: 38
Issue: 3
First page : 652
Last page: 661
Number of pages: 10
ISSN: 0142-7873
DOI: https://doi.org/10.1093/plankt/fbw022
Abstract
Spatiotemporal patchiness of plankton and appropriate sampling strategy are crucial considerations for long-term studies of plankton dynamics, determining the confidence with which statistically significant ecological changes will be detected and attributed to the drivers. We analyze the spatiotemporal variability of Baltic Sea zooplankton using historical data from various monitoring programs. We determined the scales of highest temporal and spatial variability, focusing on distances and time periods shorter than 100 km and 90 days. Analyses were made for different hydrological regions (small lagoons, larger gulfs, Baltic Proper), and with differently sized zooplankton groups (large and small copepods and cladocerans). Temporal variability in one place usually exceeded the synoptic spatial variability. Smaller, faster reproducing cladocerans varied more in abundance than larger, slower reproducing copepods. The variability increased with time and distance between samples. For copepods, a temporal cycle of 60-70 days emerged, implying the need for sampling after every 20-23 days. For cladocerans, we propose 14 days as a sampling interval, the time during which the average abundance differences between samples doubled. In the future, these guidelines should be used in conjunction or as an addendum to HELCOM(Helsinki Commission) guidelines, to optimize the zooplankton sampling effort in the Baltic Sea.
Spatiotemporal patchiness of plankton and appropriate sampling strategy are crucial considerations for long-term studies of plankton dynamics, determining the confidence with which statistically significant ecological changes will be detected and attributed to the drivers. We analyze the spatiotemporal variability of Baltic Sea zooplankton using historical data from various monitoring programs. We determined the scales of highest temporal and spatial variability, focusing on distances and time periods shorter than 100 km and 90 days. Analyses were made for different hydrological regions (small lagoons, larger gulfs, Baltic Proper), and with differently sized zooplankton groups (large and small copepods and cladocerans). Temporal variability in one place usually exceeded the synoptic spatial variability. Smaller, faster reproducing cladocerans varied more in abundance than larger, slower reproducing copepods. The variability increased with time and distance between samples. For copepods, a temporal cycle of 60-70 days emerged, implying the need for sampling after every 20-23 days. For cladocerans, we propose 14 days as a sampling interval, the time during which the average abundance differences between samples doubled. In the future, these guidelines should be used in conjunction or as an addendum to HELCOM(Helsinki Commission) guidelines, to optimize the zooplankton sampling effort in the Baltic Sea.
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