Identifying the effects of chronic saltwater intrusion in coastal floodplain swamps using remote sensing

Remote Sensing of Environment - Tập 258 - Trang 112385 - 2021
Elliott White1, David Kaplan2
1Environmental Sciences Department, University of Virginia, Charlottesville, VA 22903, USA
2Engineering School of Sustainable Infrastructure and Environment, Environmental Engineering Sciences Department, University of Florida, Gainesville, FL 32611, USA

Tài liệu tham khảo

Allen, 1997, Effects of salinity on baldcypress seedlings: physiological responses and their relation to salinity tolerance, Wetlands, 17, 310, 10.1007/BF03161419 Alonso, 2016, Wetland landscape spatio-temporal degradation dynamics using the new Google earth engine cloud-based platform: opportunities for non-specialists in remote sensing, Trans. ASABE, 59, 1333 Angelini, 2012, Patch size-dependent community recovery after massive disturbance, Ecology, 93, 101, 10.1890/11-0557.1 Blair, 2015 Brinson, 1980, Litterfall, stemflow, and throughfall nutrient fluxes in an alluvial swamp forest, Ecology, 61, 827, 10.2307/1936753 Brinson, 1985, Transitions in forested wetlands along gradients of salinity and hydroperiod, J. Elisha Mitchell Sci. Soc., 101, 76 Brinson, 1995, Multiple states in the sea-level induced transition from terrestrial forest to estuary, Estuaries, 18, 648, 10.2307/1352383 Buckland, 1994, Use of groundtruth data to correct land-cover area estimates from remotely-sensed data, Int. J. Remote Sens., 15, 1273, 10.1080/01431169408954160 Cahoon, 2019, Evaluating the relationship among wetland vertical development, elevation capital, sea-level rise, and tidal marsh sustainability, Estuar. Coasts, 42, 1, 10.1007/s12237-018-0448-x Charles, 2019, Experimental saltwater intrusion drives rapid soil elevation and carbon loss in freshwater and Brackish everglades marshes, Estuar. Coasts, 42, 1868, 10.1007/s12237-019-00620-3 Chen, 2016, Influence of sea level rise on saline water intrusion in the Yangtze River Estuary, China, Appl. Ocean Res., 54, 12, 10.1016/j.apor.2015.11.002 Church, 2011, Sea-level rise from the late 19th to the early 21st century, Surv. Geophys., 32, 585, 10.1007/s10712-011-9119-1 Claverie, 2018, The harmonized Landsat and Sentinel-2 surface reflectance data set, Remote Sens. Environ., 219, 145, 10.1016/j.rse.2018.09.002 Conner, 1994, The effect of salinity and waterlogging on growth and survival of Baldcypress and Chinese tallow seedlings, J. Coast. Res., 10, 1045 Conner, 1995, Woody plant regeneration in three South Carolina Taxodium/Nyssa stands following Hurricane Hugo, Ecol. Eng., 4, 277, 10.1016/0925-8574(94)00054-9 Conner, 1997, Flooding and salinity effects on growth and survival of four common forested wetland species, Wetl. Ecol. Manag., 5, 99, 10.1023/A:1008251127131 Cormier, 2012, Periodicity in stem growth and litterfall in tidal freshwater forested wetlands: influence of salinity and drought on nitrogen recycling, Estuar. Coasts, 36, 533, 10.1007/s12237-012-9505-z Costanza, 2014, Changes in the global value of ecosystem services, Glob. Environ. Chang. Policy Dimens., 26, 152, 10.1016/j.gloenvcha.2014.04.002 Cowardin, 1979 Craft, 2012, Tidal freshwater forest accretion does not keep pace with sea level rise, Glob. Chang. Biol., 18, 3615, 10.1111/gcb.12009 Craft, 2009, Forecasting the effects of accelerated sea-level rise on tidal marsh ecosystem services, Front. Ecol. Environ., 7, 73, 10.1890/070219 Desantis, 2007, Sea-level rise and drought interactions accelerate forest decline on the Gulf Coast of Florida, USA, Glob. Chang. Biol., 13, 2349, 10.1111/j.1365-2486.2007.01440.x Doyle, 2007, 1 Duchemin, 1999, Monitoring phenological key stages and cycle duration of temperate deciduous forest ecosystems with NOAA/AVHRR data, Remote Sens. Environ., 67, 68, 10.1016/S0034-4257(98)00067-4 Engle, 2011, Estimating the provision of ecosystem services by Gulf of Mexico coastal wetlands, Wetlands, 31, 179, 10.1007/s13157-010-0132-9 Franklin, 1989, Importance and justification of long-term studies in ecology, 3 Ghamisi, 2019, Multisource and multitemporal data fusion in remote sensing: a comprehensive review of the state of the art, IEEE Geosci. Remote Sens. Mag., 7, 6, 10.1109/MGRS.2018.2890023 Goldberg, 2020, Global declines in human-driven mangrove loss, Glob. Chang. Biol., 10.1111/gcb.15275 Gorelick, 2017, Google earth engine: planetary-scale geospatial analysis for everyone, Remote Sens. Environ., 202, 18, 10.1016/j.rse.2017.06.031 Hall, 1998, Flooding alters apparent position of floodplain saplings on a light gradient, Ecology, 79, 847, 10.1890/0012-9658(1998)079[0847:FAAPOF]2.0.CO;2 Hong, 2019, Changes in vegetation and flora of abandoned paddy terraces in responses to drawdown, J. Ecol. Environ., 43, 22, 10.1186/s41610-019-0120-9 Horton, 2014, Expert assessment of sea-level rise by AD 2100 and AD 2300, Quat. Sci. Rev., 84, 1, 10.1016/j.quascirev.2013.11.002 Huenneke, 1986, Microsite abundance and distribution of Woody seedlings in a South Carolina cypress-tupelo swamp, Am. Midl. Nat., 115, 328, 10.2307/2425869 Ji, 2001, Monitoring urban expansion with remote sensing in China, Int. J. Remote Sens., 22, 1441, 10.1080/01431160117207 Jialin, 2011, Study on the seasonal dynamics of zonal vegetation of NDVI/EVI of costal zonal vegetation based on MODIS data: a case study of Spartina alterniflora salt marsh on Jiangsu Coast, China, Afr. J. Agric. Res., 6, 4019 Kaplan, 2010, Linking river, floodplain, and vadose zone hydrology to improve restoration of a coastal river affected by saltwater intrusion, J. Environ. Qual., 39, 1570, 10.2134/jeq2009.0375 Kirwan, 2019, Sea-level driven land conversion and the formation of ghost forests, Nat. Clim. Chang., 9, 450, 10.1038/s41558-019-0488-7 Kirwan, 2016, Sea level driven marsh expansion in a coupled model of marsh erosion and migration, Geophys. Res. Lett., 43, 4366, 10.1002/2016GL068507 Klein, 2005, Wetland drying and succession across the Kenai Peninsula Lowlands, south-central Alaska, Can. J. For. Res. Can. Rech. For., 35, 1931, 10.1139/x05-129 Knighton, 1991, Tidal-Creek extension and saltwater intrusion in Northern Australia, Geology, 19, 831, 10.1130/0091-7613(1991)019<0831:TCEASI>2.3.CO;2 Krauss, 2009, Site condition, structure, and growth of Baldcypress along tidal/non-tidal salinity gradients, Wetlands, 29, 505, 10.1672/08-77.1 Krauss, 2015, Assessing stand water use in four coastal wetland forests using sapflow techniques: annual estimates, errors and associated uncertainties, Hydrol. Process., 29, 112, 10.1002/hyp.10130 Krauss, 2016, Component greenhouse gas fluxes and radiative balance from two deltaic marshes in Louisiana: pairing chamber techniques and eddy covariance, J. Geophys. Res. Biogeosci., 121, 1503, 10.1002/2015JG003224 Krauss, 2020 Langston, 2017, A casualty of climate change? Loss of freshwater forest islands on Florida’s Gulf Coast, Glob. Chang. Biol., 23, 5383, 10.1111/gcb.13805 Li, 2007, Measuring the quality of life in city of Indianapolis by integration of remote sensing and census data, Int. J. Remote Sens., 28, 249, 10.1080/01431160600735624 Liu, 2017, Forest composition and growth in a freshwater forested wetland community across a salinity gradient in South Carolina USA, For. Ecol. Manag., 389, 211, 10.1016/j.foreco.2016.12.022 Lovett, 2007, Who needs environmental monitoring?, Front. Ecol. Environ., 5, 253, 10.1890/1540-9295(2007)5[253:WNEM]2.0.CO;2 Luo, 2018, STAIR: a generic and fully-automated method to fuse multiple sources of optical satellite data to generate a high-resolution, daily and cloud−/gap-free surface reflectance product, Remote Sens. Environ., 214, 87, 10.1016/j.rse.2018.04.042 Magnuson, 1990, Long-term ecological research and the invisible present - uncovering the processes hidden because they occur slowly or because effects lag years behind causes, Bioscience, 40, 495, 10.2307/1311317 Magolan, 2020, A multi-decadal investigation of Tidal Creek wetland changes, water level rise, and ghost forests, Remote Sens., 12, 1141, 10.3390/rs12071141 McKee, 1989, Response of a freshwater marsh plant community to increased salinty and increased water level, Aquat. Bot., 34, 301, 10.1016/0304-3770(89)90074-0 McLeod, 2011 Middleton, 2017, Functional integrity of freshwater forested wetlands, hydrologic alteration, and climate change, Ecosyst. Heal. Sustain., 2 Middleton, 2015, Hydrologic remediation for the Deepwater horizon incident drove ancillary primary production increase in coastal swamps, Ecohydrology, 8, 838, 10.1002/eco.1625 Miller, 1991, Short report: reaction time analysis with outlier exclusion: Bias varies with sample size, Q. J. Exp. Psychol. Sect. A, 43, 907, 10.1080/14640749108400962 Mitsch, 2015 Moran, 1997, Opportunities and limitations for image-based remote sensing in precision crop management, Remote Sens. Environ., 61, 319, 10.1016/S0034-4257(97)00045-X Morris, 2002, Responses of coastal wetlands to rising sea level, Ecology, 83, 2869, 10.1890/0012-9658(2002)083[2869:ROCWTR]2.0.CO;2 Mueller-Warrant, 2015, Methods for improving accuracy and extending results beyond periods covered by traditional ground-truth in remote sensing classification of a complex landscape, Int. J. Appl. Earth Obs. Geoinf., 38, 115 Munns, 2002, Comparative physiology of salt and water stress, Plant Cell Environ., 25, 239, 10.1046/j.0016-8025.2001.00808.x Nakaji, 2011, Ground-based monitoring of the leaf phenology of deciduous broad-leaved trees using high resolution NDVI camera images, J. Agric. Meteorol., 67, 65, 10.2480/agrmet.67.2.3 Neubauer, 2011, Ecosystem responses of a tidal freshwater marsh experiencing saltwater intrusion and altered hydrology, Estuar. Coasts, 36, 491, 10.1007/s12237-011-9455-x Nielsen-Gammon, 2012, 3, 37 Odland, 2002, Thirteen years of wetland vegetation succession following a permanent drawdown, Myrkdalen Lake, Norway, Plant Ecol., 162, 185, 10.1023/A:1020388910724 Pezeshki, 1988, Effect of salinity on leaf ionic content and photosynthesis of Taxodium-Distichum L, Am. Midl. Nat., 119, 185, 10.2307/2426067 Pierfelice, 2015, Salinity influences on aboveground and belowground net primary productivity in tidal wetlands, J. Hydrol. Eng., 22 Pohlert, 2020 Raabe, 2016, Expansion of tidal marsh in response to sea-level rise: Gulf Coast of Florida, USA, Estuar. Coasts, 39, 145, 10.1007/s12237-015-9974-y Rasmussen, 2013, Assessing impacts of climate change, sea level rise, and drainage canals on saltwater intrusion to coastal aquifer, Hydrol. Earth Syst. Sci., 17, 421, 10.5194/hess-17-421-2013 Reaver, 2019, Hydrodynamic controls on primary producer communities in spring-fed rivers, Geophys. Res. Lett., 46, 4715, 10.1029/2019GL082571 Rice, 2012, Assessment of salinity intrusion in the James and Chickahominy Rivers as a result of simulated sea-level rise in Chesapeake Bay, East Coast, USA, J. Environ. Manag., 111, 61, 10.1016/j.jenvman.2012.06.036 Robertson, 1999, Geomorphic processes and spatial patterns of primary forest succession on the Bogue Chitto River, USA, J. Ecol., 87, 1052, 10.1046/j.1365-2745.1999.00416.x Ross, 1994, Sea-level rise and the reduction in pine forests in the Florida keys, Ecol. Appl., 4, 144, 10.2307/1942124 Ryberg, 2012 Satyanarayana, 2011, Assessment of mangrove vegetation based on remote sensing and ground-truth measurements at Tumpat, Kelantan Delta, East Coast of Peninsular Malaysia, Int. J. Remote Sens., 32, 1635, 10.1080/01431160903586781 Schemel, 2001, Simplified conversions between specific conductance and salinity units for use with data from monitoring stations, Interag. Ecol. Progr. Newsl., 14, 17 Schieder, 2018, Massive upland to wetland conversion compensated for historical marsh loss in Chesapeake Bay, USA, Estuar. Coasts, 41, 940, 10.1007/s12237-017-0336-9 Srivastava, 2012, Selection of classification techniques for land use/land cover change investigation, Adv. Sp. Res., 50, 1250, 10.1016/j.asr.2012.06.032 Steyer, 2007, Potential consequences of saltwater intrusion associated with hurricanes Katrina and Rita, 137 Strayer, 1986, Long-term ecological studies: an illustrated account of their design, operation, and importance to ecology, Occas. Publ. Inst. Ecosyst. Stud., 2 Taillie, 2020, Widespread mangrove damage resulting from the 2017 Atlantic mega hurricane season Ulrich, 2019 Ury, 2020, Succession, regression and loss: does evidence of saltwater exposure explain recent changes in the tree communities of North Carolina’s coastal plain?, Ann. Bot., 125, 255 USDA, 2018 Vermote, 2015 Wang, 2005, On the relationship of NDVI with leaf area index in a deciduous forest site, Remote Sens. Environ., 94, 244, 10.1016/j.rse.2004.10.006 White, 2017, Restore or retreat? Saltwater intrusion and water management in coastal wetlands, Ecosyst. Heal. Sustain., 3 Williams, 1999, Sea-level rise and coastal forest retreat on the west coast of Florida, USA, Ecology, 80, 2045, 10.1890/0012-9658(1999)080[2045:SLRACF]2.0.CO;2 Williams, 2003, Interactions of storm, drought, and sea-level rise on coastal forest: a case study, J. Coast. Res., 19, 1116 Wondie, 2007, Seasonal variation in primary production of a large high altitude tropical Lake (lake Tana, Ethiopia): effects of nutrient availability and water transparency, Aquat. Ecol., 41, 195, 10.1007/s10452-007-9080-8 Wood, 2017, Forested floristic quality index: an assessment tool for forested wetland habitats using the quality and quantity of woody vegetation at Coastwide Reference Monitoring System (CRMS) vegetation monitoring stations, 10.3133/ofr20171002 Xie, 2020, Change point estimation of deciduous forest land surface phenology, Remote Sens. Environ., 240, 111698, 10.1016/j.rse.2020.111698 Yeo, 1982, Accumulation and localization of sodium-ions within the shoots of rice (Oryza-Sativa) varieties differing in salinity resistance, Physiol. Plant., 56, 343, 10.1111/j.1399-3054.1982.tb00350.x Yin, 1998, Flooding and forest succession in a modified stretch along the Upper Mississippi River, Regul. Rivers-Research Manag., 14, 217, 10.1002/(SICI)1099-1646(199803/04)14:2<217::AID-RRR499>3.0.CO;2-S Zeiringer, 2018, River hydrology, flow alteration, and environmental flow, 67 Zhang, 2010, Multi-source remote sensing data fusion: status and trends, Int. J. Image Data Fusion, 1, 5, 10.1080/19479830903561035