Simple Machine Learning with Aerial Imagery Reveals Severe Loss of a Salt Marsh Foundation Species

[1]  G. Wimp,et al.  Habitat edges alter arthropod community composition , 2021, Landscape Ecology.

[2]  E. Watson,et al.  The status and future of tidal marshes in New Jersey faced with sea level rise , 2021, Anthropocene Coasts.

[3]  Huiyu Liu,et al.  Mapping an Invasive Plant Spartina alterniflora by Combining an Ensemble One-Class Classification Algorithm with a Phenological NDVI Time-Series Analysis Approach in Middle Coast of Jiangsu, China , 2020, Remote. Sens..

[4]  S. Hilt,et al.  Shallow lakes at risk: Nutrient enrichment enhances top‐down control of macrophytes by invasive herbivorous snails , 2020 .

[5]  Lillian R. Aoki,et al.  Plant species determine tidal wetland methane response to sea level rise , 2020, Nature Communications.

[6]  R. Brooks,et al.  Quantifying Vegetation and Landscape Metrics with Hyperspatial Unmanned Aircraft System Imagery in a Coastal Oligohaline Marsh , 2020, Estuaries and Coasts.

[7]  G. Wimp,et al.  Habitat edge effects decrease litter accumulation and increase litter decomposition in coastal salt marshes , 2020, Landscape Ecology.

[8]  John M. Harris,et al.  Use of Remote Sensing and Field Data to Quantify the Performance and Resilience of Restored Louisiana Wetlands , 2020, Wetlands.

[9]  Whitney A. Wiest,et al.  Detection of local-scale population declines through optimized tidal marsh bird monitoring design , 2020 .

[10]  J. Kirkpatrick,et al.  A systematic review of methods used to study fish in saltmarsh flats , 2020, Marine and Freshwater Research.

[11]  Yeqiao Wang,et al.  Salt marsh monitoring along the mid-Atlantic coast by Google Earth Engine enabled time series , 2020, PloS one.

[12]  E. Watson,et al.  Are Tidal Salt Marshes Exposed to Nutrient Pollution more Vulnerable to Sea Level Rise? , 2019, Wetlands.

[13]  E. Watson,et al.  Are Tidal Salt Marshes Exposed to Nutrient Pollution more Vulnerable to Sea Level Rise? , 2019, Wetlands.

[14]  Jakub Nowosad,et al.  landscapemetrics : an open‐source R tool to calculate landscape metrics , 2019, Ecography.

[15]  B. Saragiotto,et al.  Understanding and interpreting confidence and credible intervals around effect estimates. , 2019, Brazilian journal of physical therapy.

[16]  J. Day,et al.  Mississippi river sediment diversions and coastal wetland sustainability: Synthesis of responses to freshwater, sediment, and nutrient inputs , 2019, Estuarine, Coastal and Shelf Science.

[17]  D. FitzGerald,et al.  Marsh Processes and Their Response to Climate Change and Sea-Level Rise , 2019, Annual Review of Earth and Planetary Sciences.

[18]  Paul-Christian Bürkner,et al.  Bayesian Item Response Modeling in R with brms and Stan , 2019, J. Stat. Softw..

[19]  Yeqiao Wang,et al.  High Spatial Resolution Remote Sensing for Salt Marsh Mapping and Change Analysis at Fire Island National Seashore , 2019, Remote. Sens..

[20]  L. Ries,et al.  Habitat edge responses of generalist predators are predicted by prey and structural resources. , 2019, Ecology.

[21]  Onisimo Mutanga,et al.  Google Earth Engine Applications , 2019, Remote. Sens..

[22]  A. Ellison.  Foundation Species, Non-trophic Interactions, and the Value of Being Common , 2019, iScience.

[23]  Jennifer J. Swenson,et al.  Integrating Drone Imagery into High Resolution Satellite Remote Sensing Assessments of Estuarine Environments , 2018, Remote. Sens..

[24]  L. Deegan,et al.  Discontinuities in soil strength contribute to destabilization of nutrient-enriched creeks , 2018, Ecosphere.

[25]  Michael Dixon,et al.  Google Earth Engine: Planetary-scale geospatial analysis for everyone , 2017 .

[26]  Laura J. Falkenberg,et al.  Testing for thresholds of ecosystem collapse in seagrass meadows , 2017, Conservation biology : the journal of the Society for Conservation Biology.

[27]  D. S. Johnson,et al.  Sea level rise may increase extinction risk of a saltmarsh ontogenetic habitat specialist , 2017, Ecology and evolution.

[28]  Martin Krzywinski,et al.  Points of Significance: Classification and regression trees , 2017, Nature Methods.

[29]  Elizabeth Burke Watson,et al.  Wetland Loss Patterns and Inundation-Productivity Relationships Prognosticate Widespread Salt Marsh Loss for Southern New England , 2017, Estuaries and Coasts.

[30]  J. Carey,et al.  Contrasting Decadal-Scale Changes in Elevation and Vegetation in Two Long Island Sound Salt Marshes , 2017, Estuaries and Coasts.

[31]  R. Zajac,et al.  Population ecology of the snail Melampus bidentatus in changing salt marsh landscapes , 2017 .

[32]  D. Alonso,et al.  Immanent conditions determine imminent collapses: nutrient regimes define the resilience of macroalgal communities , 2017, Proceedings of the Royal Society B: Biological Sciences.

[33]  Lauren V. Weatherdon,et al.  A global map of saltmarshes , 2017, Biodiversity data journal.

[34]  S. Temmerman,et al.  Spatio‐temporal development of vegetation die‐off in a submerging coastal marsh , 2017 .

[35]  M. Bertness,et al.  Salt marsh persistence is threatened by predicted sea-level rise , 2016 .

[36]  E. Watson,et al.  Sea level rise, drought and the decline of Spartina patens in New England marshes , 2016 .

[37]  G. Snedden,et al.  Inundation and salinity impacts to above- and belowground productivity in Spartina patens and Spartina alterniflora in the Mississippi River Deltaic Plain: implications for using river diversions as restoration tools , 2015 .

[38]  Aki Vehtari,et al.  Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC , 2015, Statistics and Computing.

[39]  T. Dahl,et al.  Status and Trends of Wetlands in the Coastal Watersheds of the Eastern United States,1998 to 2004 , 2013 .

[40]  M. Kirwan,et al.  The impact of sea-level rise on organic matter decay rates in Chesapeake Bay brackish tidal marshes , 2012 .

[41]  L. Deegan,et al.  Coastal eutrophication as a driver of salt marsh loss , 2012, Nature.

[42]  Simon M. Mudd,et al.  Response of salt-marsh carbon accumulation to climate change , 2012, Nature.

[43]  L. Ries,et al.  Do edge responses cascade up or down a multi-trophic food web? , 2011, Ecology letters.

[44]  C. Elphick,et al.  Planning for Sea-Level Rise: Quantifying Patterns of Saltmarsh Sparrow (Ammodramus Caudacutus) Nest Flooding Under Current Sea-Level Conditions , 2011 .

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

[46]  E. Barbier,et al.  The present and future role of coastal wetland vegetation in protecting shorelines: answering recent challenges to the paradigm , 2011 .

[47]  J. L. Gallagher,et al.  Salt Marsh Carbon Pool Distribution in a Mid-Atlantic Lagoon, USA: Sea Level Rise Implications , 2011, Wetlands.

[48]  J. Megonigal,et al.  Ecosystem response to elevated CO2 levels limited by nitrogen-induced plant species shift , 2010, Nature.

[49]  M. Bertness,et al.  How will warming affect the salt marsh foundation species Spartina patens and its ecological role? , 2010, Oecologia.

[50]  Francisco Artigas,et al.  Balloon imagery verification of remotely sensed Phragmites australis expansion in an urban estuary of New Jersey, USA , 2010 .

[51]  M. Bertness,et al.  Centuries of human-driven change in salt marsh ecosystems. , 2009, Annual review of marine science.

[52]  D. Civco,et al.  Integrating multi-temporal spectral and structural information to map wetland vegetation in a lower Connecticut River tidal marsh , 2008 .

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

[54]  Rob J Hyndman,et al.  Automatic Time Series Forecasting: The forecast Package for R , 2008 .

[55]  Francisco J. Artigas,et al.  Spectral discrimination of marsh vegetation types in the New Jersey Meadowlands, USA , 2006, Wetlands.

[56]  D. Cahoon,et al.  Global carbon sequestration in tidal, saline wetland soils , 2003 .

[57]  R. Askins,et al.  RELATIONSHIP BETWEEN HABITAT AREA AND THE DISTRIBUTION OF TIDAL MARSH BIRDS , 2002 .

[58]  A. Kolker,et al.  Anthropogenic and climate-change impacts on salt marshes of Jamaica Bay, New York City , 2002, Wetlands.

[59]  M. Bertness,et al.  Rapid shoreward encroachment of salt marsh cordgrass in response to accelerated sea-level rise , 2001, Proceedings of the National Academy of Sciences of the United States of America.

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

[61]  T. Minello,et al.  Comparison of physical characteristics between created and natural estuarine marshes in Galveston Bay, Texas , 2000, Wetlands Ecology and Management.

[62]  M. Bertness.  Zonation of Spartina Patens and Spartina Alterniflora in New England Salt Marsh , 1991 .

[63]  M. F. Gross,et al.  Remote sensing of coastal wetlands , 1986 .

[64]  R. Denno.  Comparison of the Assemblages of Sap-Feeding Insects (Homoptera-Hemiptera) Inhabiting Two Structurally Different Salt Marsh Grasses in the Genus Spartina , 1977 .

[65]  M. Kennish,et al.  Tuckerton Peninsula Salt Marsh System: A Sentinel Site for Assessing Climate Change Effects , 2018 .

[66]  S. Raghukumar.  Fungi in Coastal and Oceanic Marine Ecosystems , 2017 .

[67]  Robert Fildes,et al.  Simple versus complex forecasting : The evidence , 2015 .

[68]  R Core Team,et al.  R: A language and environment for statistical computing. , 2014 .

[69]  W. Niering,et al.  Vegetation Change on a Northeast Tidal Marsh: Interaction of Sea‐Level Rise and Marsh Accretion , 1993 .

[70]  R. Denno,et al.  Influence of patch size, vegetation texture, and host plant architecture on the diversity, abundance, and life history styles of sapfeeding herbivores , 1991 .