Examination of Abiotic Drivers and Their Influence on Spartina alterniflora Biomass over a Twenty-Eight Year Period Using Landsat 5 TM Satellite Imagery of the Central Georgia Coast

We examined the influence of abiotic drivers on inter-annual and phenological patterns of aboveground biomass for Marsh Cordgrass, Spartina alterniflora, on the Central Georgia Coast. The linkages between drivers and plant response via soil edaphic factors are captured in our graphical conceptual model. We used geospatial techniques to scale up in situ measurements of aboveground S. alterniflora biomass to landscape level estimates using 294 Landsat 5 TM scenes acquired between 1984 and 2011. For each scene we extracted data from the same 63 sampling polygons, containing 1222 pixels covering about 1.1 million m2. Using univariate and multiple regression tests, we compared Landsat derived biomass estimates for three S. alterniflora size classes against a suite of abiotic drivers. River discharge, total precipitation, minimum temperature, and mean sea level had positive relationships with and best explained biomass for all dates. Additional results, using seasonally binned data, indicated biomass was responsive to changing combinations of variables across the seasons. Our 28-year analysis revealed aboveground biomass declines of 33%, 35%, and 39% for S. alterniflora tall, medium, and short size classes, respectively. This decline correlated with drought frequency and severity trends and coincided with marsh die-backs events and increased snail herbivory in the second half of the study period.

[1]  N. Patience,et al.  Wetland functional health assessment using remote sensing and other techniques: Literature search and overview. Technical memo , 1993 .

[2]  Robert R. Christian,et al.  Consequences of Climate Change on the Ecogeomorphology of Coastal Wetlands , 2008 .

[3]  John Y. Takekawa,et al.  Ecological Effects of Climate Change on Salt Marsh Wildlife: A Case Study from a Highly Urbanized Estuary , 2012 .

[4]  B. Silliman,et al.  TOP‐DOWN CONTROL OF SPARTINA ALTERNIFLORA PRODUCTION BY PERIWINKLE GRAZING IN A VIRGINIA SALT MARSH , 2001 .

[5]  M. Bertness,et al.  Drought, Snails, and Large-Scale Die-Off of Southern U.S. Salt Marshes , 2005, Science.

[6]  Robert E. Wolfe,et al.  A Landsat surface reflectance dataset for North America, 1990-2000 , 2006, IEEE Geoscience and Remote Sensing Letters.

[7]  C. Hladik,et al.  Accuracy assessment and correction of a LIDAR-derived salt marsh digital elevation model , 2012 .

[8]  K. Moffett,et al.  Remote Sens , 2015 .

[9]  Daniela Di Iorio,et al.  The Dynamical Response of Salinity to Freshwater Discharge and Wind Forcing in Adjacent Estuaries on the Georgia Coast , 2013 .

[10]  Merryl Alber,et al.  Salt Marsh Dieback : An overview of recent events in the US , 2008 .

[11]  R. Costanza,et al.  Salt marsh zonal migration and ecosystem service change in response to global sea level rise: a case study from an urban region. , 2010 .

[12]  S. Hagen,et al.  Dynamics of sea level rise and coastal flooding on a changing landscape , 2014 .

[13]  Nate G. McDowell,et al.  On underestimation of global vulnerability to tree mortality and forest die-off from hotter drought in the Anthropocene , 2015 .

[14]  E. L. Dunn,et al.  Seasonal patterns of CO2 and water vapor exchange of the tall and short height forms of Spartina alterniflora Loisel in a Georgia salt marsh , 1979, Oecologia.

[15]  John F. Schalles,et al.  Landscape Estimates of Habitat Types, Plant Biomass, and Invertebrate Densities in a Georgia Salt Marsh , 2013 .

[16]  Chris J. Kennedy,et al.  The value of estuarine and coastal ecosystem services , 2011 .

[17]  Nicholas M. Enwright,et al.  Winter climate change and coastal wetland foundation species: salt marshes vs. mangrove forests in the southeastern United States , 2013, Global change biology.

[18]  Vytautas Klemas,et al.  Inter-Annual Spatial Variability in the Response of Spartina alterniflora Biomass to Amount of Precipitation , 1990 .

[19]  I. Mendelssohn,et al.  Sudden Vegetation Dieback in Atlantic and Gulf Coast Salt Marshes. , 2013, Plant disease.

[20]  R. Wiegert,et al.  The Ecology of a Salt Marsh , 1981, Ecological Studies.

[21]  David P. Roy,et al.  The Global Availability of Landsat 5 TM and Landsat 7 ETM+ Land Surface Observations and Implications for Global 30m Landsat Data Product Generation , 2013 .

[22]  Paul B.T. Merani,et al.  Post-spill state of the marsh: Remote estimation of the ecological impact of the Gulf of Mexico oil spill on Louisiana Salt Marshes , 2012 .

[23]  Zhao-Liang Li,et al.  Scale Issues in Remote Sensing: A Review on Analysis, Processing and Modeling , 2009, Sensors.

[24]  T. Simas,et al.  Effects of global climate change on coastal salt marshes , 2001 .

[25]  R. Wiegert,et al.  Ramet Population Dynamics and Net Aerial Primary Productivity of Spartina Alterniflora , 1996 .

[26]  M. Lamers,et al.  Beyond dry feet? Experiences from a participatory water-management planning case in The Netherlands. , 2010 .

[27]  John T. Finn,et al.  Perturbation Theory and the Subsidy-Stress Gradient , 1979 .

[28]  Mark D. Bertness,et al.  Spatial Variation in Process and Pattern in Salt Marsh Plant Communities in Eastern North America , 2002 .

[29]  V. Klemas Remote Sensing of Landscape-Level Coastal Environmental Indicators , 2001, Environmental management.

[30]  J. A. Schell,et al.  Monitoring vegetation systems in the great plains with ERTS , 1973 .

[31]  V. Klemas Remote Sensing of Coastal Wetland Biomass: An Overview , 2013 .

[32]  C. Hladik,et al.  Salt Marsh Elevation and Habitat Mapping Using Hyperspectral and LIDAR Data , 2013 .

[33]  John C. Field,et al.  Climate change impacts on U.S. Coastal and Marine Ecosystems , 2002 .

[34]  A. Gitelson Wide Dynamic Range Vegetation Index for remote quantification of biophysical characteristics of vegetation. , 2004, Journal of plant physiology.

[35]  R. Damé,et al.  Variability of Spartina alterniflora primary production in the euhaline North Inlet estuary , 1986 .

[36]  S. Pennings,et al.  Salt Marsh Communities , 2008 .

[37]  R. O’Brien,et al.  A Caution Regarding Rules of Thumb for Variance Inflation Factors , 2007 .

[38]  J. Dukes,et al.  Effects of warming and altered precipitation on plant and nutrient dynamics of a New England salt marsh. , 2009, Ecological applications : a publication of the Ecological Society of America.

[39]  John L. Gallagher,et al.  Aerial production, mortality, and mineral accumulation-export dynamics in Spartina alterniflora and Juncus roemerianus plant stands in a Georgia salt marsh , 1980 .

[40]  James T. Morris,et al.  Salt Marsh Primary Production and Its Responses to Relative Sea Level and Nutrients in Estuaries at Plum Island, Massachusetts, and North Inlet, South Carolina, USA , 2013 .

[41]  James T. Morris,et al.  Eco-Physiological Controls on the Productivity of Spartina Alterniflora Loisel , 2002 .

[42]  S. Pennings,et al.  Climate Drivers of Spartina alterniflora Saltmarsh Production in Georgia, USA , 2014, Ecosystems.

[43]  Yuri A. Gritz,et al.  Relationships between leaf chlorophyll content and spectral reflectance and algorithms for non-destructive chlorophyll assessment in higher plant leaves. , 2003, Journal of plant physiology.

[44]  C. Woodcock,et al.  Scaling Field Data to Calibrate and Validate Moderate Spatial Resolution Remote Sensing Models , 2007 .

[45]  James T. Hollibaugh,et al.  NUTRIENTS AND DISSOLVED ORGANIC MATTER IN THE ALTAMAHA RIVER AND LOADING TO THE COASTAL ZONE , 2003 .

[46]  Hongyan Liu,et al.  Consistent shifts in spring vegetation green‐up date across temperate biomes in China, 1982–2006 , 2013, Global change biology.

[47]  Duncan M. FitzGerald,et al.  The effects of crab bioturbation on Mid-Atlantic saltmarsh tidal creek extension: Geotechnical and geochemical changes , 2012 .

[48]  Anatoly A. Gitelson,et al.  Long-term monitoring of biophysical characteristics of tidal wetlands in the northern Gulf of Mexico — A methodological approach using MODIS , 2016 .

[49]  Glenn R. Guntenspergen,et al.  Latitudinal trends in Spartina alterniflora productivity and the response of coastal marshes to global change , 2009 .

[50]  R. J. Reimold,et al.  REMOTE SENSING OF TIDAL MARSH , 1973 .

[51]  M. Kearney,et al.  The Effects of Tidal Inundation on the Reflectance Characteristics of Coastal Marsh Vegetation , 2009 .

[52]  A. Chalmers,et al.  The ecology of the Sapelo Island National Estuarine Research Reserve , 1997 .

[53]  J. Bruno,et al.  The Impact of Climate Change on the World’s Marine Ecosystems , 2010, Science.

[54]  James C. Storey,et al.  Four years of Landsat-7 on-orbit geometric calibration and performance , 2004, IEEE Transactions on Geoscience and Remote Sensing.

[55]  W. Wiebe,et al.  Ecology of Salt Marshes: An Introduction , 1981 .