Remote Sensing in Ecology and Conservation
Seagrasses are foundation species that provide ecosystem functions and services, including increased biodiversity, sediment retention, carbon sequestration, and fish nursery habitat. However, anthropogenic stressors that reduce water quality, impose large-scale climate changes, and amplify weather patterns, such as marine heatwaves, are altering seagrass meadow configurations. Quantifying large-scale trends in seagrass distributions will help evaluate the impacts of climate drivers on their functions and services. Here, we quantified spatiotemporal dynamics in abundances and configurations of intertidal and shallow subtidal seagrass (Zostera muelleri) meadows in 20 New Zealand (NZ) estuaries that span a 5-year period (mid/late 2016–early 2022) just before, during and after the Tasman Sea 2017/18 marine heatwave, the warmest summer ever recorded in NZ. We used high-resolution PlanetScope satellite imagery to map interseasonal seagrass extent and quantify seascape metrics across 20 estuaries along a latitudinal gradient spanning 12° in NZ. We also explored the association of changes in seagrass metrics with satellite-derived predictors such as sea surface temperature (SST), SST anomaly (SSTa), water column turbidity, and nutrient concentration. Our analyses revealed that NZ seagrass meadows varied in areal extent between years and seasons, but with no clear patterns over the 5-year period, implying resilience to large-scale stressors like the 2017/18 marine heatwave. Small-scale patterns were also dynamic, for example, patch sizes and patch configurations differed across estuaries, seasons, and years. Furthermore, seagrass patches expanded in some estuaries with increasing SST and SSTa. These results highlight dynamic seagrass patterns that likely affect local processes such as biodiversity and carbon sequestration. Our analyses demonstrate that a combination of high-resolution satellite remote sensing and seascape metrics is an efficient and novel approach to detect impacts from anthropogenic stressors, like eutrophication and climate changes, and climate extremes like cyclones and heatwaves.
© 2023 The Authors.
This is an open access article under the terms of the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non-commercial and no modifications or adaptations are made.
Original Publication Citation
Clemente, K. J. E., Thomsen, M. S., & Zimmerman, R. C. (2023). The vulnerability and resilience of seagrass ecosystems to marine heatwaves in New Zealand: A remote sensing analysis of seascape metrics using PlanetScope imagery. Remote Sensing in Ecology and Conservation. Advance online publication. https://doi.org/10.1002/rse2.343
Clemente, Ken Joseph E.; Thomsen, Mads S.; and Zimmerman, Richard C., "The Vulnerability and Resilience of Seagrass Ecosystems to Marine Heatwaves in New Zealand: A Remote Sensing Analysis of Seascape Metrics Using PlanetScope Imagery" (2023). OES Faculty Publications. 483.