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Item Open Access A Systematic Review of Facilitation in Intertidal Habitats(2021-04-30) Townsend, SamanthaRecent decades have seen an increase in research on positive species interactions, and it is now known that they are ubiquitous in nature. However, these interactions were never intentionally used in beneficial ways. This changed in 2015 when a study revealed that positive species interactions could aid in salt marsh restoration. Since then, the restoration paradigm has shifted from systematically suppressing negative interactions to harnessing nature’s positive interactions, including ecological facilitation. This review investigates the facilitative interactions that have been observed in intertidal habitats, including salt marshes, mangroves, and oyster reefs. I performed a systematic review to highlight the general trends and research gaps in the study of facilitation across these three intertidal habitats. Seventy-eight studies were included in the database, and the earliest study was published in 1984 in a salt marsh. Since then, studies have increased exponentially. The majority were located in mid-latitudes but were spread across six continents and 18 countries. The 78 studies revealed 212 unique, facilitative interactions. One hundred and thirty-two of these interactions were in salt marshes, 77 were in mangroves, and only 3 were in oyster reefs. The majority of interactions involved autotrophs and lower trophic level species. In addition, the majority of facilitative interactions were direct, interspecific, non-trophic, and involved a primary foundation species. The 78 papers in this database revealed some previously unknown trends in intertidal facilitation which can actively be incorporated into restoration projects. However, this study also revealed the major research gaps in the field that need to be filled in order to more thoroughly establish facilitative theory and most effectively include facilitation in intertidal restoration design.Item Open Access Biogeomorphodynamics of Coastal Ecosystems under Conditions of Climate Change and Nutrient Enrichment(2013) Margida, Michaela GabrielleAt a given time, tidal landforms inhabit one of three alternate elevation-determined stable states: salt marsh, sub-tidal platform, or tidal flat. The balance between soil production and sea level rise controls transitions between states. Due to increasing anthropogenic inputs to the carbon and nitrogen cycles, CO2 and nutrient enrichment rates are rising. What effect will this have on the evolution of the tidal landform? The present thesis recognizes that (1) soil production depends on halophyte biomass, (2) nutrient enrichment promotes a shift in biomass production from below- to aboveground thus increasing potential for sediment trapping, and (3) elevated CO2 causes an increase in total biomass production. Through use of point- and one-dimensional models, the present thesis finds that under constant suspended sediment levels equal to 20 kg/m3, (1) nutrient enrichment decreases accretion and increases suspended sediment requirements necessary to maintain accessibility of the salt marsh state, (2) elevated CO2 increases accretion decreases suspended sediment requirements necessary to maintain accessibility of the salt marsh state, and (3) the increase in accretion affected by CO2 addition is greater in magnitude than the decrease affected by nutrient enrichment. Thus we can infer that in a future scenario including increasing CO2, nutrient enrichment, and decreasing suspended sediment concentration, the enhancement effect of CO2 will dominate and a net increase in accretion will occur.
Item Open Access Economic Viability of Blue Carbon Offsets in Coastal North Carolina & Louisiana(2013-04-26) Dong, Xiaoyun; Wang, Yifei; Moss, Leland; Kraft, NatalieCarbon offsets are becoming a necessary tool in carbon emission reduction. The offsets obtained through sequestration in coastal wetland vegetation and sediment is referred to as blue carbon. Our client, the Duke Carbon Offset Initiative (DCOI), is currently researching blue carbon to help meet Duke University’s goal of carbon neutrality by 2024. Through cost-benefit analyses and stakeholder collaboration a matrix was constructed to a) characterize the current state of blue carbon opportunities in North Carolina and Louisiana and b) guide DCOI’s development of a blue carbon decision. The unit cost of a blue carbon project in North Carolina is 170 times greater than the cost in Louisiana, mainly due to the lack of wetland restoration infrastructure in North Carolina. Environmental factors, such as land conversion and sea level rise, have a significant effect on the feasibility of the blue carbon projects. Although net wetland loss rate is low in North Carolina, the total converted wetland area is large. These areas are undesirable for blue carbon projects as they lack permanence. A risk analysis shows that in the Albemarle-Pamlico Peninsula, there are low elevation counties with a lower wetland replacement rate; these areas are more prudent choices for blue carbon project sites. In addition, an analysis of sea level rise impacts indicates that due to smaller critical tidal range, Louisiana has a higher carbon sequestration rate than North Carolina when sea level rises from 0.1-1 cm/year, not taking into account natural disturbances. Recommendations from this broad assessment of blue carbon include identifying potential sites for economical pilot studies and monitoring policy developments.Item Open Access Effects of Bulkheads on Salt Marsh Loss: A Multi-Decadal Assessment Using Remote Sensing(2018-04-26) Burdick, SamanthaCoastal salt marshes and the ecosystem services they provide are on the decline, disappearing more rapidly than any other type of wetland in the United States. Salt marshes provide numerous ecosystem services, including storm protection, improved water quality, carbon sequestration, and critical habitat and nursery areas for commercially and recreationally important fish and shellfish species. Coastal development has risen considerably in the last several decades and has often led to shoreline hardening, whereby shoreline stabilization structures like bulkheads are used to protect against property erosion. Despite the widespread use of bulkheads and a growing body of evidence of their potential negative impacts, little is known about the effects of bulkheads on loss of salt marsh ecosystems. To inform estuarine shoreline management, this study investigated the long-term effects of bulkheads on salt marsh loss using historic aerial imagery of Bogue, Back, and Core Sounds (Carteret County, North Carolina, USA) from 1981, 1992, 2006, and 2013. In addition to the effect of bulkhead structures, I investigated the role of wave energy on marsh loss in this system. Rates of marsh loss at landward bulkheads (i.e. bulkheads with adjacent salt marsh) were compared to ‘background’ rates of loss at natural marshes (i.e. non-stabilized controls). A combined wave energy index was developed to assess overall wave energy at a given site, including wind wave energy data from a previous simulation of the National Oceanic and Atmospheric Administration’s Wave Exposure Model (WEMo) and distances to commercial and recreational boat channels as proxies for boat wave energy. A two-way analysis of variance was used to determine the impact of shoreline type (bulkhead vs. natural marsh) and wave energy regime (low, medium, and high) on rates of marsh loss from 1981 to 2013. Additionally, a linear mixed effects analysis was used to determine the effect of shoreline type (bulkhead vs. natural marsh), wave energy regime (low, medium, and high), date (1981 to 1992, 1992 to 2006, 2006 to 2013), and their interaction on rates of marsh loss. The results of this work suggest that rates of marsh loss are higher at bulkheads, as these structures appear to increase outer edge erosion, and they prevent marsh gain through upland migration. Many natural marsh sites experienced upland migration but gains in marsh through this landward expansion were still insufficient to offset marsh loss from erosion of the waterward edge. Additionally, rates of marsh loss from 1981 to 2013 were not significantly different among wave energy regimes. However, the highest rate of marsh loss occurred at landward bulkheads in high energy regimes. While not statistically significant, this observation supports the idea that the effect of wave energy on marsh loss at bulkheads may be amplified as wave energy increases because of wave reflection. My results also suggest that horizontal erosion rates of salt marsh correlate with rates of sea level rise (SLR), as the lowest marsh loss occurred during the period with the lowest rates of SLR (1992-2006), and the highest marsh loss was observed during the period with the most rapid rate of SLR (2006-2013). The results of this study are intended to inform estuarine shoreline management. Since the assumption that bulkheads do not negatively affect public trust resources (e.g. salt marshes) is negated by this work, I provide several policy recommendations to begin leveling the playing field for bulkheads and living shorelines, including: 1) develop estuarine setbacks based on long-term erosion rates (as quantified by this study), 2) increase the price of bulkhead permits to incentivize the use of living shorelines, 3) incorporate the Living Shorelines Suitability Tool into the permitting process to help identify a site’s suitability for different stabilization techniques, and 4) implement and expand educational programs to inform property owners and the coastal engineer and contractor communities about living shorelines. This study was the first to investigate multi-decadal effects of bulkhead structures on marsh loss in the Albemarle-Pamlico Estuary and provides useful information for better understanding the effects of shoreline hardening on salt marsh ecosystems. Ultimately, guarding against property erosion should not compromise the integrity of salt marsh ecosystems and the ecosystem services they provide to coastal communities throughout North Carolina.Item Open Access Evolution of Coastal Landforms: Investigating Sediment Dynamics, Hydrodynamics, and Vegetation Dynamics(2018) Yousefi Lalimi, FatemeCoastal ecosystems provide a wide range of services including protecting the mainland from the destructive effects of storms, nutrient cycling, water filtration, nurseries for fish and crustaceans, and carbon sequestration. These zones are threatened by human impacts and climate change through more frequent intense storms and sea level rise with a projected increase of up to 16 mm/yr for the last two decades of the 21st century. However, it is not fully understood what mechanisms control the formation and degradation of these landforms, and determine their resilience to environmental change. In this work, I highlight the role of various physical characteristics and environmental parameters that contribute to the formation and stability of coastal environments.
First, I develop and use remote sensing analyses to quantitatively characterize coastal dune eco-topographic patterns by simultaneously identifying the spatial distribution of topographic elevation and vegetation biomass in order to understand the coupled dynamics of vegetation and coastal dunes. LiDAR-derived leaf area index and hyperspectral-derived normalized difference vegetation index patterns yield vegetation distributions at the whole-system scale which are in agreement with each other and with field observations. LiDAR-derived concurrent quantifications of biomass and topography show that plants more favorably develop on the landward side of the foredune crest and that the foredune crestline marks the position of an ecotone, which is interpreted as the result of a sheltering effect sharply changing local environmental conditions. The findings reveal that the position of the foredune crestline is a chief ecomorphodynamic feature resulting from the two-way interaction between vegetation and topography.
Next, to shed light on the vertical depositional dynamics of salt marshes in response to sea level rise, I investigate the hypothesis that competing effects between biomass production and aeration/decomposition determine an approximately spatially constant contribution of soil organic matter (SOM) to total accretion. I use concurrent observations of SOM and decomposition rates from marshes in North Carolina. The results are coherent with the notion that SOM does not significantly vary in space and suggest that this may be the result of an at least partial compensation of opposing trends in biomass productivity and decomposed organic matter. The analyses show that deeper soil layers are characterized by lower decomposition rates and higher stabilization factors than shallower layers, likely because of differences in inundation duration. However, overall, decomposition processes are sufficiently rapid that the labile material in the fresh biomass is completely decomposed before it can be buried and stabilized. The findings point to the importance of the fraction of initially refractory material and of the stabilization processes in determining the final distribution of SOM within the soil column.
Finally, I develop a process-based model to evaluate the relative role of watershed, estuarine, and oceanic controls on salt marsh depositional/erosional dynamics and define how these factors interact to determine salt marsh resilience to environmental change at the estuary scale. The results show that under some circumstances, vertical depositional dynamics can lead to transitions between salt marsh and tidal flat equilibrium states that occur much more rapidly than marsh/tidal flat boundary erosion or accretion could. Additionally, the analyses reveal that river inputs affect the existence and extent of marsh/tidal flat equilibria by both modulating exchanges with the ocean (by partially “filling” the basin) and by providing suspended sediment.
Item Open Access From Wastelands to Wetlands: The Story of Coastal Wetlands in the United States(2023-04-26) Kendall, MarianaCovering about 40 million acres of the United States, coastal wetlands are incredibly important ecosystems for humans and non-humans alike. Each year, coastal wetlands provide significant benefits due to their ability to protect coastlines from storm damage, sequester large amounts of carbon, and provide habitat for ecologically and economically valuable wildlife. Unfortunately, coastal wetlands are being lost at a rate of 80,000 acres per year, equivalent to 7 football fields lost per hour. This loss is largely driven by human development and related activities, as well as the effects of climate change and sea level rise. This project seeks to answer the question of how we got to this point of loss by discussing the ways humans have used coastal wetlands in the Eastern and Gulf Coasts of the United States throughout history, as well as analyzing the way entertainment media’s negative portrayal of wetlands has helped to form a negative association with wetlands in the eyes of the public.Item Open Access Non-Genetic Littoraria Fitness: How Size, Environment, and Health Affect Survivorship of Predator Interactions(2022-05) Murphy, ThomasMarsh periwinkles (Littoraria irrorata) have many predators. When they encounter one, traits of both the periwinkle and its environment should contribute to whether or not it escapes. A better understanding of how these interactions are affected could provide greater insight into how changing habitats will affect ecosystem dynamics in Atlantic salt marshes. By counting the scars from such interactions on periwinkles hand-collected from several sites in salt marshes near Beaufort, NC, the effect of the environment (i.e. density and height of vegetation, distance from ocean access) and the periwinkle’s own non-genetic characteristics (i.e. size/age) on survivorship were determined. Using Single and Multiple Linear Regression analyses, no correlation between these features and the rate of scarring was determined.Item Open Access Northward Expansion of Bopyrid Isopod Parasites in Daggerblade Grass Shrimp in Cape Cod, MA(2022-04-21) Wilczek, ElizaThe daggerblade grass shrimp, Palaemonetes pugio, is among the most abundant species of shrimp inhabiting estuaries along the East Coast and the Gulf of Mexico. They play an important trophic role as epiphyte grazers, detritivores, and prey for many commercially and ecologically important species. Due to the vital role they play in these estuarine environments, any change in their population has the potential to alter community composition and disrupt ecosystem functioning. Grass shrimp are also the definitive host of bopyrid isopod Probopyrus pandalicola, an ectoparasite that decreases energy availability and prevents reproduction by sexually sterilizing its female host, potentially decreasing shrimp populations. The bopyrid isopod has been reported in grass shrimp in the Southeastern U.S at rates ranging from .001% to 5.7% but has not been documented north of Maryland. This project documents the prevalence of P. pandalicola parasitized P. pugio in Cape Cod, Massachusetts after receiving personal observations of bopyrid isopods parasitizing grass shrimp at Long Pasture Wildlife Sanctuary in 2019. Findings in this study indicate a northward expansion of P. pandalicola in a novel host population of P. pugio at rates higher than previously reported in the literature. Based on this research, we are working on establishing a long-term monitoring program with Long Pasture Wildlife Pasture to manage this population of bopyrid isopods.Item Open Access The Effects of Parasites on Coastal Marsh Ecosystem Structure and Functioning(2021) Morton, Joseph PhilipRecent experiments and comparative surveys in Southern US salt marshes revealed that a common larval trematode parasite, Parorchis acanthus, generated a trophic cascade that protected foundational marsh plants (Spartina alterniflora) from drought-associated overgrazing by suppressing the per capita grazing impacts of its host, the marsh periwinkle (Littoraria irrorata). While it is clear that parasites can play a positive role in mediating marsh ecosystem response to disturbance, there is still little known about the context dependency of this interaction, the role of definitive avian hosts in regulating parasite prevalence, and whether other commonly-occurring parasites may also modify processes that underpin ecosystem stability. The purpose of this project was to extend the current understanding of the roles played by parasites and their hosts in mediating marsh ecosystem stability. A field manipulation of Littoraria density in which infection prevalence with Parorchis acanthus was held at a constant value revealed that these parasites yielded positive impacts on Spartina aboveground biomass at middling densities of snails, but the positive effects of parasites were negligible at both low, and high snail densities. Surveys of drought-impacted marshes revealed that birds – the definitive hosts for trematode that infect Littoraria – congregated within die-off areas and that increased bird usage of die-off areas was associated with increased trematode parasitism in snails within grazer fronts, decreased per capita grazing rates of snails, and proportionate decreases in ecosystem die-off rate. Multi-site bird exclusion and mechanistic field studies experimentally confirmed that birds increased ecosystem resistance to drought-driven die-off by acting as the dispersive vectors for parasites that suppress Littoraria grazing. Finally, we explored how the trematode Cercaria opaca in ribbed mussels (Geukensia demissa) influenced the facultative mutualism between Guekensia and Spartina – an interaction that underlies marsh ecosystem resilience to drought-associated die-off. A field manipulation using experimentally infected mussels revealed that mutualistic benefits to Spartina decreased with increasing infection intensity in mussels. Subsequent mechanistic experiments demonstrated that increasing infection with C. opaca decreased mussel biodeposit production, the functional trait underlying mutualistic benefits to Spartina. Additionally, increasing parasite load was associated with decreased strength of both shells and byssal attachments, potentially explaining the relatively higher predation on heavily infected mussels in our field study. A survey of five North Carolina salt marshes revealed that infection intensity in mussels increased with proximity to die-off areas, indicating that C. opaca could influence marsh recovery following die-off events. Taken together, these results underscore the importance of parasitism’s influence on Southern salt marsh ecosystem stability and more generally show that parasites can be major arbiters of community structure and functioning.
Item Open Access The roles of vegetation, sediment transport, and humans in the evolution of low-lying coastal landforms: Modeling and GIS investigations(2018) Lauzon, RebeccaLow-lying coastal landforms such as barrier islands and river deltas are attractive sites for human habitation and infrastructure. They are also highly vulnerable to both climate change impacts such as rising sea levels or increases in storm intensity and anthropogenic impacts such as changes in sediment supply. In this dissertation I aim to improve understanding of some of the primary drivers of the evolution of low-lying coastal landforms over varying space (1-100s km) and time (decadal to millennial) scales. I focus in Chapter 2 on the influence of shoreline curvature and resulting gradients in alongshore sediment transport on shoreline change; in Chapter 3 on the influence of wave-edge erosion on back-barrier marsh resilience; and in Chapters 4 and 5 on the cohesive effects of vegetation on river deltas.
Sandy coastlines, often associated with low-lying barrier islands that are highly vulnerable to sea level rise and storms, can experience high rates of shoreline change. However, they also attract human habitation, recreation, and infrastructure. Previous research to understand and quantify contributions to shoreline erosion has considered factors such as grain size, underlying geology, regional geography, sea level rise, and anthropogenic modifications. Shoreline curvature is often not considered in such analyses, but subtle shoreline curvature (and associated alongshore variation in relative offshore wave angles) can result in gradients in net alongshore transport which can cause significant erosion or accretion. In Chapter 2, we conducted a spatially extensive analysis of the correlation between shoreline curvature and shoreline change rates for the sandy shorelines of the US East and Gulf coasts. For wave-dominated, sandy coasts where nourishment and shoreline stabilization do not dominate the shoreline change signal, we find a significant negative correlation between shoreline curvature and shoreline change rates over decadal to centurial and 1-5 km temporal and spatial scales. This indicates that some of the coastal erosion observed in these areas can be explained by the smoothing of subtle shoreline curvature by gradients in alongshore transport. In other settings, this signal can be obscured by tidal, anthropogenic, or geologic processes which also influence shoreline erosion. While limited in practical application to long, sandy shorelines with limited human stabilization, these results have widespread implications for the inclusion of shoreline curvature as an important variable in modelling and risk assessment of long-term coastal erosion on sandy, wave-dominated coastlines.
The marshes and bays in the back-barrier environment between barrier islands and the mainland can also experience wave-driven erosion, and their dynamics are coupled to those of barrier islands. Previous results show that overwash provides an important sediment source to back-barrier marshes, sustaining a narrow marsh state under conditions in which marsh drowning would otherwise occur. In Chapter 3, I expand the coupled barrier island-marsh evolution model GEOMBEST+ to explore the effects of wind waves on back-barrier marshes. I find that the addition of marsh-edge erosion leads to wider, more resilient marshes and that horizontal erosion of the marsh edge is a more efficient sediment source than vertical erosion of the marsh surface as it drowns. Where marshes and bays are vertically keeping up with sea level, and the net rate of sediment imported to (or exported from) the basin is known, the rate of marsh-edge erosion or progradation can be predicted knowing only the present basin geometry, sea-level rise rate, and the net rate of sediment input (without considering the erosion or progradation mechanisms). If the rate of sediment input/export is known, this relationship applies whether sediment exchange with the open ocean is negligible (as in basins dominated by riverine sediment input), or is significant (including the loss of sediment remobilized by waves in the bay). Analysis of these results reveals that geometry and stratigraphy can exert a first order control on back-barrier marsh evolution and on the marsh-barrier island system as a whole, and provides new insights into the resilience of back-barrier marshes and on the interconnectedness of the barrier-marsh system.
Coastal wetlands such as marshes are also an important component of river deltas. Like barrier islands, these low-lying landscapes are both attractive to human settlement (providing fertile farmland, fisheries, hydrocarbon reserves, and many other services) and prone to hazards such as flooding and land loss. Delta evolution is governed by complex interactions between coastal, marine, and fluvial processes, many of which are still not well understood. In Chapters 4 and 5, I use the delta-building model DeltaRCM to explore the effects of vegetation, specifically its ability to introduce cohesion, on delta morphology and the dynamics of delta distributary networks. The use of this rule-based model allows me to simplify vegetation dynamics and effects in order to enhance the clarity of potential insights into which processes or interactions may be most important in the context of vegetation as a cohesive agent.
Cohesive sediment exerts a significant influence on delta evolution, increasing shoreline rugosity and decreasing channel mobility. Vegetation has been assumed to play a similar role in delta evolution, but its cohesive effects have not been explicitly studied. In Chapter 4, I use DeltaRCM to directly explore two cohesive effects of vegetation: decreasing lateral transport and increasing flow resistance. I find that vegetation and cohesive sediment do alter delta morphology and channel dynamics in similar ways (e.g. more rugose shorelines, deeper, narrower, less mobile channels), but that vegetation may have additional implications for deltaic sediment retention and stratigraphy, by confining flow and sand in channels. My results suggest that sediment composition is a first-order control on delta morphology but vegetation has a stronger influence on channel mobility timescales. To fully understand the cohesive influences acting on a delta, the influence of vegetation should be considered in addition to fine sediment.
In Chapter 5, I explore the cohesive effects of vegetation on delta evolution under different environmental conditions. The dynamics and evolution of deltas and their channel networks are controlled by interactions between a number of factors, including water and sediment discharge, cohesion from fine sediment and vegetation, and sea level rise rates. Vegetation’s influence on the delta is likely to be significantly impacted by other environmental factors. For example, increasing sea level or sediment discharge increases aggradation rates on the delta, and may result in sediment transport processes such as deposition and erosion, both of which can kill vegetation, happening more rapidly than vegetation growth. I conduct two sets of experiments; in the first, I explore the interactions between vegetation and sea level rise rate, and in the second, between vegetation and rate of sediment and water discharge. As expected, I find that sea level rise decreases vegetation’s ability to stabilize channels but that vegetation can still exert a strong influence on the delta at low rates of sea level rise. This limit appears to be higher for channel dynamics than delta morphology, supporting the findings of Chapter 4. In addition, I propose two new insights into delta evolution under different discharge conditions with and without vegetation. First, without vegetation, I observe a shift in avulsion dynamics with increasing water discharge: from a few active channels supplemented by overbank flow and undergoing episodic avulsion (with low discharge) to many active channels experiencing frequent local and partial avulsions (with high discharge). Second, with vegetation, increased sediment discharge and associated aggradation results in more frequent switching of the dominant channels, but also prevents vegetation from establishing in non-dominant channels, resulting in more frequent channel reoccupation and therefore in channel network planform stability. These insights have important implications for understanding the distribution of water, sediment, and nutrients on deltas in the face of future changes in climate, human modifications of fluxes of sediment and water to the coast, and especially for restored or engineered deltas with controlled water or sediment discharges.
Item Open Access Top-Down Effects of Keystone Grazers on Benthic Macroalgae in Eastern Salt Marshes(2017-05-08) Loftus, KathrynBoth bottom-up and top-down forces can shape plant communities. In southern salt marshes, macroalgal growth is thought to be primarily controlled by bottom-up forces such as nutrients and physical factors. However, I noticed that Ulva lactuca, the green sea lettuce, showed heavy damage from grazing when it grew in the lower intertidal in salt marshes. In this study, I used experiments and observation work to test if two commonly occurring snails, Littoraria irrorata and Ilyanassa obsoleta, could control U. lactuca biomass in salt marshes. To test for top-down control, I employed field surveys, conducted feeding experiments, and analyzed data from a previously conducted field experiment. Lab experiments showed that both snails commonly graze on U. lactuca. Field experiments that excluded snails showed snails exert top-down control of marcoalagal growth. When snails were removed, biomass and percent cover increased throughout the summer, reaching a high of 91.33% and 64.16 g/m2 in August, respectively. In cages where snails were multiplied, biomass and percent cover of algae decreased throughout the summer, falling to 1.67% and 5.8 g/m2 in August, respectively. These results show that macroalgae in salt marshes are under strong top-down control, and suggest grazers, rather than physical stress, could account for the lower abundance of U. lactuca in salt marshes.Item Open Access UNOCCUPIED AIRCRAFT SYSTEM APPLICATIONS FOR SALT MARSH SHORELINES: A HANDBOOK(2019-04-25) Dobroski, KellySalt marshes provide coastal storm protection, fishery habitat, water filtration, carbon storage, and ecotourism. While estimated at 3.8 million acres in the U.S., salt marsh habitats have declined rapidly over the last three decades. Current monitoring practices for salt marshes are resource intensive, and often cause damage when walking through them. Advances in unoccupied aircraft systems (UAS, or drones) enable remote monitoring of marshes and can improve data quality, efficiency, immediacy, and safety, often with reduced costs. Modern UAS monitoring methods were developed and tested at three salt marshes in Beaufort, NC, to establish their reliability and replicability. The resulting handbook derived from these studies demonstrates the costs and benefits of UAS-based salt marsh monitoring and provides methods and best practices for organizations seeking to implement drone-based monitoring of salt marshes.Item Open Access Vegetation dependence on depth in a salt marsh, and implications for marsh drowning(2023-12-15) Blackford, NathanielCoastal salt marshes are among the world’s most important ecosystems with ecosystem services valued at over $193,000 per hectare (Costanza et al. 2014). Despite this, over 150,000 hectares of salt marshes have been lost globally in the last 20 years (Campbell et al. 2022). They face numerous threats, including drowning due to increasing rates of sea level rise (SLRR). However, marshes are able to grow vertically by enhancing inorganic sedimentation and creating organic sediments. Whether or not marshes can gain elevation at a rate that keeps up with increases in sea level rise depends, in part, on how marsh vegetation responds to changing water depths. Here, we use field observations from two sites within an interconnected marsh system to evaluate two distinct models of marsh vegetation dynamics: a parabolic model, following Morris et al. (2002), where biomass increases and subsequently decreases with depth, and a logistic model, following Finotello et al. (2022), where biomass decreases with depth. We find that at one of our sites (Winyah Bay), Spartina alterniflora exhibits an increase in biomass with depth, while at the other (North Inlet), there is an initial increase in biomass with depth followed by a decrease beyond a biomass-optimizing depth. Both sites are consistent with a parabolic depth-biomass relationship, with the difference between them suggesting that Winyah Bay occupies a “stable” position on the parabola, where increases in SLRR will increase biomass and enhance the ability of the marsh to keep up with increases in SLRR. In contrast, vegetation at North Inlet occupies an “unstable” position where increases in SLRR would be followed by decreases in biomass. This decrease in production would reduce the ability of the marsh to gain elevation and could lead to marsh drowning. We attribute these divergent responses to differences in characteristics of the inundating waters, with lower salinity and higher nutrient and sediment concentrations at Winyah Bay leading to increased plant growth and a more stable marsh platform. Our results broadly support a parabolic biomass-depth relationship and identify salinity and nutrient concentrations as additional variables that can affect marsh responses to increases in the rate of sea level rise.