1
|
Duckwall C, Largier JL, Wieters EA, Valdovinos FS. Modeling time-varying phytoplankton subsidy reveals at-risk species in a Chilean intertidal ecosystem. Sci Rep 2024; 14:6995. [PMID: 38523196 PMCID: PMC10961311 DOI: 10.1038/s41598-024-57108-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Accepted: 03/14/2024] [Indexed: 03/26/2024] Open
Abstract
The allometric trophic network (ATN) framework for modeling population dynamics has provided numerous insights into ecosystem functioning in recent years. Herein we extend ATN modeling of the intertidal ecosystem off central Chile to include empirical data on pelagic chlorophyll-a concentration. This intertidal community requires subsidy of primary productivity to support its rich ecosystem. Previous work models this subsidy using a constant rate of phytoplankton input to the system. However, data shows pelagic subsidies exhibit highly variable, pulse-like behavior. The primary contribution of our work is incorporating this variable input into ATN modeling to simulate how this ecosystem may respond to pulses of pelagic phytoplankton. Our model results show that: (1) closely related sea snails respond differently to phytoplankton variability, which is explained by the underlying network structure of the food web; (2) increasing the rate of pelagic-intertidal mixing increases fluctuations in species' biomasses that may increase the risk of local extirpation; (3) predators are the most sensitive species to phytoplankton biomass fluctuations, putting these species at greater risk of extirpation than others. Finally, our work provides a straightforward way to incorporate empirical, time-series data into the ATN framework that will expand this powerful methodology to new applications.
Collapse
Affiliation(s)
- Casey Duckwall
- Department of Environmental Science and Policy, University of California, Davis, Wickson Hall, 1 Shields Avenue, Davis, CA, 95616, USA.
- Graduate Group in Applied Mathematics, University of California, Davis, Mathematical Sciences Building, 1 Shields Avenue, Davis, CA, 95616, USA.
| | - John L Largier
- Department of Environmental Science and Policy, University of California, Davis, Wickson Hall, 1 Shields Avenue, Davis, CA, 95616, USA
- Bodega Marine Laboratory, University of California, Davis, 2099 Westshore Drive, Bodega Bay, CA, 94923, USA
| | - Evie A Wieters
- Estación Costera de Investigaciones Marinas and Millennium Nucleus for the Ecology and Conservation of Temperate Mesophotic Reef Ecosystems (NUTME), Faculty of Biological Sciences, Pontificia Universidad Católica de Chile, Osvaldo Marin 1672, Las Cruces, Chile
| | - Fernanda S Valdovinos
- Department of Environmental Science and Policy, University of California, Davis, Wickson Hall, 1 Shields Avenue, Davis, CA, 95616, USA
| |
Collapse
|
2
|
Moulton M, Suanda SH, Garwood JC, Kumar N, Fewings MR, Pringle JM. Exchange of Plankton, Pollutants, and Particles Across the Nearshore Region. ANNUAL REVIEW OF MARINE SCIENCE 2023; 15:167-202. [PMID: 35973720 DOI: 10.1146/annurev-marine-032122-115057] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
Exchange of material across the nearshore region, extending from the shoreline to a few kilometers offshore, determines the concentrations of pathogens and nutrients near the coast and the transport of larvae, whose cross-shore positions influence dispersal and recruitment. Here, we describe a framework for estimating the relative importance of cross-shore exchange mechanisms, including winds, Stokes drift, rip currents, internal waves, and diurnal heating and cooling. For each mechanism, we define an exchange velocity as a function of environmental conditions. The exchange velocity applies for organisms that keep a particular depth due to swimming or buoyancy. A related exchange diffusivity quantifies horizontal spreading of particles without enough vertical swimming speed or buoyancy to counteract turbulent velocities. This framework provides a way to determinewhich processes are important for cross-shore exchange for a particular study site, time period, and particle behavior.
Collapse
Affiliation(s)
- Melissa Moulton
- Climate and Global Dynamics Laboratory, National Center for Atmospheric Research, Boulder, Colorado, USA;
- Applied Physics Laboratory, University of Washington, Seattle, Washington, USA
| | - Sutara H Suanda
- Department of Physics and Physical Oceanography, University of North Carolina Wilmington, Wilmington, North Carolina, USA;
| | - Jessica C Garwood
- College of Earth, Ocean, and Atmospheric Sciences, Oregon State University, Corvallis, Oregon, USA; ,
| | - Nirnimesh Kumar
- Department of Civil and Environmental Engineering, University of Washington, Seattle, Washington, USA
| | - Melanie R Fewings
- College of Earth, Ocean, and Atmospheric Sciences, Oregon State University, Corvallis, Oregon, USA; ,
| | - James M Pringle
- Department of Earth Sciences and Institute for the Study of Earth, Oceans, and Space, University of New Hampshire, Durham, New Hampshire, USA;
| |
Collapse
|
3
|
Largier JL. Upwelling Bays: How Coastal Upwelling Controls Circulation, Habitat, and Productivity in Bays. ANNUAL REVIEW OF MARINE SCIENCE 2020; 12:415-447. [PMID: 31530079 DOI: 10.1146/annurev-marine-010419-011020] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Bays in coastal upwelling regions are physically driven and biochemically fueled by their interaction with open coastal waters. Wind-driven flow over the shelf imposes a circulation in the bay, which is also influenced by local wind stress and thermal bay-ocean density differences. Three types of bays are recognized based on the degree of exposure to coastal currents and winds (wide-open bays, square bays, and elongated bays), and the characteristic circulation and stratification patterns of each type are described. Retention of upwelled waters in bays allows for dense phytoplankton blooms that support productive bay ecosystems. Retention is also important for the accumulation of larvae, which accounts for high recruitment in bays. In addition, bays are coupled to the shelf ecosystem through export of plankton-rich waters during relaxation events. Ocean acidification and deoxygenation are a concern in bays because local extrema can develop beneath strong stratification.
Collapse
Affiliation(s)
- John L Largier
- Department of Environmental Science and Policy, University of California, Davis, California 95616, USA
- Coastal and Marine Sciences Institute, University of California, Davis, Bodega Bay, California 94923, USA;
| |
Collapse
|
4
|
Zuercher R, Galloway AWE. Coastal marine ecosystem connectivity: pelagic ocean to kelp forest subsidies. Ecosphere 2019. [DOI: 10.1002/ecs2.2602] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Affiliation(s)
- Rachel Zuercher
- University of California Santa Cruz Santa Cruz California 95060 USA
| | - Aaron W. E. Galloway
- Oregon Institute of Marine Biology University of Oregon Charleston Oregon 97420 USA
| |
Collapse
|
5
|
Shanks AL, Morgan SG. Testing the intermittent upwelling hypothesis: reply. Ecology 2018; 100:e02516. [PMID: 30204932 DOI: 10.1002/ecy.2516] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/20/2018] [Accepted: 08/30/2018] [Indexed: 11/06/2022]
Affiliation(s)
- Alan L Shanks
- Oregon Institute of Marine Biology, University of Oregon, P.O. Box 5389, Charleston, Oregon, 97420, USA
| | - Steven G Morgan
- Bodega Marine Laboratory, University of California Davis, 2099 Westshore Drive, Bodega Bay, California, 94923-0247, USA
| |
Collapse
|
6
|
Menge BA, Menge DNL. Testing the intermittent upwelling hypothesis: comment. Ecology 2018; 100:e02476. [DOI: 10.1002/ecy.2476] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/02/2018] [Revised: 06/08/2018] [Accepted: 07/13/2018] [Indexed: 11/12/2022]
Affiliation(s)
- Bruce A. Menge
- Department of Integrative Biology Oregon State University Corvallis Oregon 97331 USA
| | - Duncan N. L. Menge
- Department of Ecology, Evolution and Environmental Biology Columbia University New York New York 10027 USA
| |
Collapse
|
7
|
Salant CD, Shanks AL. Surf-zone hydrodynamics alter phytoplankton subsidies affecting reproductive output and growth of tidal filter feeders. Ecology 2018; 99:1878-1889. [PMID: 29888460 DOI: 10.1002/ecy.2415] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/02/2017] [Revised: 04/30/2018] [Accepted: 05/09/2018] [Indexed: 11/11/2022]
Abstract
Surf zones, classified from reflective to dissipative, separate the ocean from shore and subsidies from the coastal ocean must pass through surf zones to reach the shore. We have observed that variations in phytoplankton concentrations in the water over the intertidal zone varied with surf-zone hydrodynamics and we hypothesized that this variation would alter growth rates, population structure, and reproductive output of Mytilus californianus and Balanus glandula. From May 2016 to April 2017, along 7 km of Cape Arago, Oregon, USA surf-zone phytoplankton concentrations were determined weekly at nine sites with varying surf-zone hydrodynamics as indicated by surf-zone widths. Throughout the year, concentrations of phytoplankton in wider, more dissipative surf zones were, on average, 16× higher than in narrow, more reflective surf zones. Similar to previous observations, surf-zone width explained >90% of the variability in phytoplankton concentrations in the surf-zone. On average, ~83% of B. glandula had egg lamellae at more dissipative shores compared to only 8% at more reflective. An index of potential reproductive output by barnacle populations as measured by ash free dry mass (AFDM) of egg lamellae was ~243× larger at more dissipative than at reflective shores and surf-zone phytoplankton concentrations and surf-zone width explained ~96 and 92% of the variability in this index. On average, density of M. californianus was ~2× higher at more reflective shores, but 60% of these individuals were smaller and non-reproductive compared to only 24% at the more dissipative sites. The gonad tissue mass/m2 of medium sized mussels was ~5× greater at more dissipative than reflective shores. Surf-zone phytoplankton concentrations and surf-zone width explained ~80% and 65% of the variability in individual mussel gonad mass and ~69% and 56% of the variability in mussel population gonad mass, respectively. M. californianus were out-planted to assess growth rates and, after 5 months, average body mass was ~3× greater at more dissipative than reflective shores. Surf-zone phytoplankton concentrations and width explained ~85% and 92% of the mass increase, respectively. Phytoplankton subsidies varied with surf-zone hydrodynamics altering the growth and reproductive output of two ecologically important intertidal filter feeders.
Collapse
Affiliation(s)
- Carlissa D Salant
- Oregon Institute of Marine Biology, University of Oregon, P.O. Box 5389, Charleston, Oregon, 97420, USA
| | - Alan L Shanks
- Oregon Institute of Marine Biology, University of Oregon, P.O. Box 5389, Charleston, Oregon, 97420, USA
| |
Collapse
|