Abstract
Decreased sea ice cover in the northern Bering Sea has altered annual phytoplankton phenology owing to an expansion of open water duration and its impact on ocean stratification. Limitations of satellite remote sensing such as the inability to detect bloom activity throughout the water column, under ice, and in cloudy conditions dictate the need for shipboard based measurements to provide more information on bloom dynamics. In this study, we adapted remote sensing land cover classification techniques to provide a new means to determine bloom stage from shipboard samples. Specifically, we used multiyear satellite time series of chlorophyll a to determine whether in-situ blooms were actively growing or mature (i.e., past-peak) at the time of field sampling. Field observations of chlorophyll a and pheophytin (degraded and oxidized chlorophyll products) were used to calculate pheophytin proportions, i.e., (Pheophytin/(Chlorophyll a + Pheophytin)) and empirically determine whether the bloom was growing or mature based on remotely sensed bloom stages. Data collected at 13 north Bering Sea stations each July from 2013–2019 supported a pheophytin proportion of 28% as the best empirical threshold to distinguish a growing vs. mature bloom stage. One outcome was that low vs. high sea ice years resulted in significantly different pheophytin proportions in July; in years with low winter-to-spring ice, more blooms with growing status were observed, compared to later stage, more mature blooms following springs with abundant seasonal sea ice. The detection of growing blooms in July following low ice years suggests that changes in the timing of the spring bloom triggers cascading effects on mid-summer production.
Funder
Edna Bailey Sussman Fund
US Geospatial Intelligence Foundation
National Science Foundation
Publisher
Public Library of Science (PLoS)
Reference60 articles.
1. Extreme Conditions in the Bering Sea (2017–2018): Record‐breaking low sea‐ice extent;PJ Stabeno;Geophysical Research Letters,2019
2. The record low Bering sea ice extent in 2018: context, impacts, and an assessment of the role of anthropogenic climate change;RL Thoman;“Explaining extreme events of 2018 from a climate perspective” Bulletin of the American Meteorological Society,2020
3. Ecological responses to climate perturbations and minimal sea ice in the northern Bering Sea;EC Siddon;Deep Sea Research Part II: Topical Studies in Oceanography,2020
4. Trends in sea ice cover, sea surface temperature, and chlorophyll biomass across the marine Distributed Biological Observatory in the Pacific Arctic region;KE Frey;PLoS ONE.,2021
5. Comparison of warm and cold years on the southeastern Bering Sea shelf and some implications for the ecosystem;PJ Stabeno;Deep-Sea Research II,2012
Cited by
3 articles.
订阅此论文施引文献
订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献