Biophysical control of intertidal benthic macroalgae revealed by high-frequency multispectral camera images

Ahrends, 2008, Quantitative phenological observations of a mixed beech forest in northern Switzerland with digital photography, J. Geophys. Res., 113, G04004, 10.1029/2007JG000650 Axis Communications Bajjouk, 1996, Application of airborne imaging spectrometry system data to intertidal seaweed classification and mapping, Hydrobiologia, 327, 463, 10.1007/BF00047847 Bolam, 2000, Effects of macroalgal mats on intertidal sandflats: an experimental study, J. Exp. Mar. Biol. Ecol., 249, 123, 10.1016/S0022-0981(00)00185-4 Carey, 1987, Sedimentological effects and palaeoecological implications of the tube-building polychaete Lanice conchilega Pallas, Sedimentology, 34, 49, 10.1111/j.1365-3091.1987.tb00559.x Casal, 2011, Mapping benthic macroalgal communities in the coastal zone using CHRIS-PROBA mode 2 images, Estuar. Coast. Shelf Sci., 94, 281, 10.1016/j.ecss.2011.07.008 Chung, 2011, Using marine macroalgae for carbon sequestration: a critical appraisal, J. Appl. Phycol., 23, 877, 10.1007/s10811-010-9604-9 Cloern, 1999, The relative importance of light and nutrient limitation of phytoplankton growth: a simple index of coastal ecosystem sensitivity to nutrient enrichment, Aquat. Ecol., 33, 3, 10.1023/A:1009952125558 Coffaro, 1997, Simulation model of Ulva rigida growth in shallow water of the Lagoon of Venice, Ecol. Model., 102, 55, 10.1016/S0304-3800(97)00094-X Cohen, 1960, A coefficient of agreement for nominal scales, Educ. Psychol. Meas., 20, 37, 10.1177/001316446002000104 Congalton, 1991, A review of assessing the accuracy of classifications of remotely sensed data, Remote Sens. Environ., 37, 35, 10.1016/0034-4257(91)90048-B Crimmins, 2008, Monitoring plant phenology using digital repeat photography, Environ. Manag., 41, 949, 10.1007/s00267-008-9086-6 Engelsen, 2008, Grazing effects by Nereis diversicolor on development and growth of green algal mats, J. Sea Res., 59, 228, 10.1016/j.seares.2008.02.001 Ferreira, 1989, A model for the estimation of annual production rates of macrophyte algae, Aquat. Bot., 33, 53, 10.1016/0304-3770(89)90020-X Fitzgerald, 1978, Environmental parameters influencing the growth of Enteromorpha clathrata (Roth). J. Ang. in the intertidal zone on Guam, Bot. Mar., 21, 207, 10.1515/botm.1978.21.4.207 Geertz-Hansen, 1993, Growth and grazing control of abundance of the marine macroalga, Ulva lactuca L. in a eutrophic Danish estuary, Aquat. Bot., 46, 101, 10.1016/0304-3770(93)90039-Y Godet, 2008, Considering the functional value of common marine species as a conservation stake: the case of sandmason worm Lanice conchilega (Pallas 1766) (Annelida, Polychaeta) beds, Ambio, 37, 347, 10.1579/07-A-317.1 Guillaumont, 1993, Spatial distribution and quantification of Fucus species and Ascophyllum nodosum beds in intertidal zones using Spot imagery, Hydrobiologia, 260, 297, 10.1007/BF00049032 Guinda, 2008, Comparison of two methods for quality assessment of macroalgae assemblages, under different pollution pressures, Ecol. Indic., 8, 743, 10.1016/j.ecolind.2008.01.004 Harley, 2006, The impacts of climate change in coastal marine systems, Ecol. Lett., 9, 228, 10.1111/j.1461-0248.2005.00871.x Harley, 2012, Effects of climate change on global seaweed communities, J. Phycol., 48, 1064, 10.1111/j.1529-8817.2012.01224.x Hayden, 2003, Linnaeus was right all along: Ulva and Enteromorpha are not distinct genera, Eur. J. Phycol., 38, 277, 10.1080/1364253031000136321 Jenks, 1967, The data model concept in statistical mapping, Int. Yearb. Cartogr., 7, 186 Jones, 2006, The impact of a macroalgal mat on benthic biodiversity in Poole Harbour, Mar. Pollut. Bull., 53, 63, 10.1016/j.marpolbul.2005.09.018 Juanes, 2008, Macroalgae, a suitable indicator of the ecological status of coastal rocky communities in the NE Atlantic, Ecological Indicators, 8, 351, 10.1016/j.ecolind.2007.04.005 Kromkamp, 2006, Relationship of intertidal surface sediment chlorophyll concentration to hyperspectral reflectance and chlorophyll fluorescence, Estuaries and Coasts, 29, 183, 10.1007/BF02781988 Kutser, 2006, Assessing suitability of multispectral satellites for mapping benthic macroalgal cover in turbid coastal waters by means of model simulations, Estuar. Coast. Shelf Sci., 67, 521, 10.1016/j.ecss.2005.12.004 Lopes, 2000, Impact of macroalgal blooms and wader predation on intertidal macroinvertebrates: experimental evidence from the Mondego estuary (Portugal), J. Exp. Mar. Biol. Ecol., 249, 165, 10.1016/S0022-0981(00)00202-1 Lotze, 1999, Control of macroalgal blooms at early development stages: Pilayella littoralis versus Enteromorpha spp, Oecologia, 119, 46, 10.1007/s004420050759 Lowthion, 1985, Investigation of a eutrophic tidal basin: Part l — factors affecting the distribution and biomass of macroalgae, Mar. Environ. Res., 15, 263, 10.1016/0141-1136(85)90005-4 Madsen, 2001, The interactions between water movement, sediment dynamics and submersed macrophytes, Hydrobiologia, 444, 71, 10.1023/A:1017520800568 Martins, 2002, A model for the growth of opportunistic macroalgae (Enteromorpha sp.) in tidal estuaries, Estuar. Coast. Shelf Sci., 55, 247, 10.1006/ecss.2001.0900 Martins, 2001, Hydrodynamics as a major factor controlling the occurrence of green macroalgal blooms in a eutrophic estuary: a case study on the influence of precipitation and river management, Estuar. Coast. Shelf Sci., 52, 165, 10.1006/ecss.2000.0708 Martone, 2012, Drag reduction in wave-swept macroalgae: alternative strategies and new predictions, American Journal of Botany, 99, 806, 10.3732/ajb.1100541 Meulstee, 1986, Biomass assessment of estuarine macrophytobenthos using aerial-photography, Mar. Biol., 91, 331, 10.1007/BF00428626 Nedwell, 2002, Rapid assessment of macro algal cover on intertidal sediments in a nutrified estuary, Sci. Total Environ., 285, 97, 10.1016/S0048-9697(01)00900-7 Nezlin, 2007, Application of color infrared aerial photography to assess macroalgal distribution in an eutrophic estuary, upper Newport Bay, California, Estuar. Coasts, 30, 855, 10.1007/BF02841339 Nienhuis, 1994, The Oosterschelde Estuary, a case-study of a changing ecosystem: an introduction, Hydrobiologia, 97, 1, 10.1007/BF00024616 Norkko, 1996, Population responses of coastal zoobenthos to stress induced by drifting algal mats, Mar. Ecol. Prog. Ser., 140, 141, 10.3354/meps140141 Pihl, 1996, Distribution and growth dynamics of ephemeral macroalgae in shallow bays on the Swedish west coast, J. Sea Res., 35, 169, 10.1016/S1385-1101(96)90744-3 Point Grey Research, 2011 Raffaelli, 1998, Ecological impact of green macroalgal blooms, Oceanogr. Mar. Biol. Annu. Rev., 36, 97 Richardson, 2009, Near-surface remote sensing of spatial and temporal variation in canopy phenology, Ecol. Appl., 19, 1417, 10.1890/08-2022.1 Santelices, 1990, Patterns of reproduction, dispersal and recruitment in seaweeds, Oceanogr. Mar. Biol. Annu. Rev., 28, 177 Scanlan, 2007, The monitoring of opportunistic macroalgal blooms for the Water Framework Directive, Mar. Pollut. Bull., 55, 162, 10.1016/j.marpolbul.2006.09.017 Schories, 1993, Germination and anchorage of Enteromorpha spp. in sediments of the Wadden Sea, Helgoländer Meeresun., 47, 275, 10.1007/BF02367169 Soulsby, 1982, Effects of macroalgal mats on the ecology of intertidal mudflats, Mar. Pollut. Bull., 13, 162, 10.1016/0025-326X(82)90087-X Thomsen, 2005, Facilitation of macroalgae by the sedimentary tube forming polychaete Diopatra cuprea, Estuar. Coast. Shelf Sci., 62, 63, 10.1016/j.ecss.2004.08.007 Uhl, 2013, Spectral mixture of intertidal marine macroalgae around the island of Helgoland (Germany, North Sea), Aquat. Bot., 111, 112, 10.1016/j.aquabot.2013.06.001 van der Wal, 2008, Distribution and dynamics of intertidal macrobenthos predicted from remote sensing: response to microphytobenthos and environment, Mar. Ecol. Prog. Ser., 367, 57, 10.3354/meps07535 van der Wal, 2010, Spatial synchrony in intertidal benthic algal biomass in temperate coastal and estuarine ecosystems, Ecosystems, 13, 338, 10.1007/s10021-010-9322-9 Venier, 2012, Experimental investigation of the impact of macroalgal mats on flow dynamics and sediment stability in shallow tidal areas, Estuar. Coast. Shelf Sci., 112, 52, 10.1016/j.ecss.2011.12.035 Volkenborn, 2009, Sediment destabilizing and stabilizing bio-engineers on tidal flats: cascading effects of experimental exclusion, Helgoland Marine Research, 63, 27, 10.1007/s10152-008-0140-9 Zar, 1999