Spectral Characteristics of Beached Sargassum in Response to Drying and Decay over Time

The bloom of pelagic Sargassum in the Atlantic Ocean has become increasingly problematic, especially when the algae have beached. A build-up of decaying beached material has damaging effects on coastal ecosystems and tourism industries. While remote sensing offers an effective tool to assess the spatial and temporal patterns of Sargassum over large spatial extents, its use so far has been limited to a broad discrimination of Sargassum species from other macroalgae and floating vegetation. Knowledge on the spatial distribution of decayed material will help to support management strategies and inform targeted removal. In this study, we aim to characterise the spectral response of fresh and decayed Sargassum and identify regions of the spectra that offer the greatest separability for the detection and classification of decayed material. We assessed the spectral response of fresh and decayed Sargassum (1) in situ on the beach and (2) in mesocosm experiments where Sargassum samples were allowed to decay over time. We found a decrease in the magnitude of reflectance, noticeably in the visible region (400–700 nm), for decayed, in contrast to fresh, Sargassum. Separability analyses also showed that most spectral bands with a wavelength > ~540 nm will be capable of discriminating between fresh and decayed material, although the near-infrared region offers the greatest degree of separability. We demonstrate, for the first time, that there are clear differences in the spectral reflectance of fresh and decayed Sargassum with potential application for remote sensing approaches

Monitoring holopelagic Sargassum spp. along the Mexican Caribbean coast: understanding and addressing user requirements for satellite remote sensing

Massive influxes of holopelagic Sargassum spp. (Sargassum natans and S. fluitans) have been causing major economic, environmental and ecological problems along the Caribbean coast of Mexico. Predicting the arrival of the sargassum as an aid to addressing these problems is a priority for the government, coastal communities and the society; both mitigating the impacts and providing opportunities for its use. Lack of data concerning precise locations and times of sargassum beachings means that public and private funds are being spent inefficiently and most actions are reactive. The dynamic nature of sargassum beachings/influxes render conventional ground-based monitoring insufficient. Earth observation and cloud-based processing services offer tools to track, quantify and understand sargassum beaching remotely in a frequent, systematic and reliable manner with the temporal and spatial resolutions required for its management. In order to find the right solutions to address this problem, in this paper the needs and requirements of stakeholders are taken into consideration for the development of an Earth observation-based service to monitor sargassum along the Mexican Caribbean coast. Routine monitoring of sargassum over a large area will be cost effective and help mitigate the negative effects of sargassum influxes. The combination of imagery from Planet, specifically their SuperDove systems that provide daily data at 3 m spatial resolutions, with the freely available EU Copernicus data would be useful for many different stakeholders and potential users. A prototype of the service is presented, based on the main user requirements. The system would enable public and private organizations to allocate resources appropriately in affected areas quickly and efficiently, thereby minimizing economic, social and environmental impacts and enhancing the resilience of local communities. It would also assist the sargassum industry in the collection of fresh algae for onward processing. The system could easily be implemented for similar types of environmental monitoring in the Greater Caribbean and beyond

Short-term impact of Hurricane Dean on the morphology of the beach at Cancun, Mexico

Over the last 30 years, the Mexican Caribbean beach at Cancun, Quintana Roo has experienced such severe erosion that two artificial sand replenishment programs have been needed. The aim of this study is to determine the short-term impact of Hurricane Dean on the morphology of the already modified beach system of Cancun, after the first replenishment in 2006. The combined analysis of the evolution of the coastline, by comparing beach profiles, and the characteristics of the local maritime climate generated by the hurricane allowed for the evaluation of the hurricane´s impact on the study area. As a result of this analysis it was found that Hurricane Dean caused large losses of sand in the northern and central sectors of the beachfront during 2006-2007. It was also shown that during that period the Cancun beaches lost 31 m in width, overall. This significant retreat of the beach is attributed to the combined effects of the hurricane and the anthropogenic modifications of the coastal ecosystem

Spectral bimodality of waves produced by hurricanes in the Caribbean coastal zone off Mexico

Wave data collected near the Caribbean coast of Mexico were used to study the frequency and directional structure of the wave field that was generated during the passing of 3 hurricanes. The data were recorded with 2 different acoustic wave gauges, which were installed at a depth of about 20 m. These records provided 183 directional wave spectra corresponding to the occurrence of hurricanes Wilma (October 2005), Dean (August 2007) and Rina (October 2011). The simultaneity of wind waves and swell was detected from different directions, due to the presence of bimodal spectra. For the 3 events, the relation between the translational speed of hurricanes and wave group celerity can explain the presence or absence of spectral bimodality, in either frequency or direction.

Beaching and Natural Removal Dynamics of Pelagic Sargassum in a Fringing‐Reef Lagoon

International audienceMassive quantities of the pelagic brown macroalgae Sargassum spp. (sargassum) have been invading the Caribbean and West African shores since 2011, causing devastating effects on the coastal ecosystem and local economy. Little is known about sargassum beaching dynamics and the capacity of the coastal system to naturally remove beached sargassum. Here, we characterize the temporal variation in arriving and beached sargassum in a reef lagoon using a 5.2-year data set of hourly optical imagery, and identify the governing hydrometeorological conditions. Image classification reveals interannual variability in the start, duration, and intensity of the sargassum arrival season. Arrivals are associated with relatively low energy onshore directed winds and waves, and offshore abundance of sargassum. Furthermore, nearshore sargassum mat size is found to decrease with decreasing wave/wind energy. Once sargassum beaches, a berm of wrack is formed. Natural wrack removal was observed under elevated water levels and increased wave action. Three types of wrack removal were distinguished, depending on the water level urn:x-wiley:21699275:media:jgrc24766:jgrc24766-math-0001 with respect to the berm crest height urn:x-wiley:21699275:media:jgrc24766:jgrc24766-math-0002 and berm crest toe urn:x-wiley:21699275:media:jgrc24766:jgrc24766-math-0003: gradual berm destruction with gaps developing in the seaward berm edge that grow larger with time (Type I; urn:x-wiley:21699275:media:jgrc24766:jgrc24766-math-0004) and abrupt berm destruction with part of the wrack depositing on the upper beach (Type II; urn:x-wiley:21699275:media:jgrc24766:jgrc24766-math-0005) or in the dunes (Type III; urn:x-wiley:21699275:media:jgrc24766:jgrc24766-math-0006). Higher energy waves activate the reef circulation, which is suspected to flush part of the wrack out of the reef lagoon. We propose a conceptual model of nearshore sargassum dynamics in a reef lagoon system

Environmental state and tendencies of the Puerto Morelos CARICOMP site, Mexico

The CARICOMP site at Puerto Morelos, Mexico was monitored from 1993 to 2005. No significant changes in air temperature, wind patterns, periodicity and quantity of rainfall, sea-surface temperature and water transparency were observed between sampling years. During the study four hurricane impacts were registered. At the coral reef site overall mean cover of fleshy algae (47%) and turf algae (36%) were high, whereas cover of corals (2%) and sponges (3%), and abundance of sea-urchins (0.04 org m-2) were consistently low. Gorgonians were dominant and showed changes in their community structure; the number of species increased from 1993 to 1995, their abundance decreased after Hurricane Roxanne (1995) and recovered by 2001. At four seagrass sites total community biomass remained constant (707.1-929.6 g dry m-2) but the above-ground biomass of the seagrass Syringodium filiforme and fleshy algae increased gradually. Total biomass (531-699 g dry m-2) and leaf productivity (0.89-1.56 g dry m-2 d-1) of the seagrass Thalassia testudinum remained constant, but the species invested proportionally more biomass in above-ground leaf tissues at the end of the study. The minor hurricanes from 1993 until 2005 had no detectable impacts on the seagrass beds, however, the major Hurricane Wilma (October 2005) changed the community composition at three stations and caused complete burial of the vegetation at a coastal station. The gradual changes in the seagrass and reef communities recorded in the 12 years of continuous monitoring of the CARICOMP site may reflect the increased pollution caused by the rapid augment in urban and tourist developments along the coasts and inland from Puerto Morelos, coupled with poor water management practices. Rev. Biol. Trop. 58 (Suppl. 3): 23-43. Epub 2010 October 01.El sitio CARICOMP en Puerto Morelos, México, se monitoreo de 1993 a 2005. No se registraron cambios significativos en la temperatura del aire, los patrones de viento, la periodicidad y cantidad de lluvia, la temperatura superficial del mar y la transparencia del agua entre los años de muestreo. Durante el estudio se registraron cuatro huracanes menores. En el sitio del arrecife coralino la cobertura global promedio de algas carnosas (47%) y de algas tipo tapete (36%) fue elevada, mientras que la cobertura de corales (2%), esponjas (3%) y la abundancia de erizos (0.04 m-2) fue consistentemente baja. Los gorgonáceos fueron dominantes y mostraron cambios en su estructura comunitaria; el número de especies aumentó de 1993 a 1995, su abundancia disminuyó después del Huracán Roxanne (1995) y se recuperó en el 2001. En cuatro estaciones de pastos marinos la biomasa total de la comunidad permaneció constante (707.1-929.6 gps m-2) pero la biomasa sobre el sustrato del pasto Syringodium filiforme y de algas carnosas aumentó gradualmente. La biomasa total (531-699 gps m-2) y productividad de hojas (0.89-1.56 gps m-2 d-1) del pasto Thalassia testudinum permaneció constante, pero la especie invirtió proporcionalmente más biomasa en el tejido de hojas sobre el sustrato al final del estudio. Los huracanes menores entre 1993 y 2005 no produjeron impactos detectables en las camas de pastos, sin embargo, el huracán mayor Wilma (Octubre 2005) cambió la composición de la comunidad en tres estaciones y causó el enterramiento completo de la vegetación en la estación costera. El cambio gradual en las comunidades de pastos marinos y arrecife registrado en 12 años de monitoreo continuo en el sitio CARICOMP puede reflejar un aumento en la contaminación causada por el rápido incremento en desarrollo urbano y turístico a lo largo de la costa y tierra adentro de Puerto Morelos, acompañado por malas prácticas de manejo del agua

Environmental state and tendencies of the Puerto Morelos CARICOMP site, Mexico

The CARICOMP site at Puerto Morelos, Mexico was monitored from 1993 to 2005. No significant changes in air temperature, wind patterns, periodicity and quantity of rainfall, sea-surface temperature and water transparency were observed between sampling years. During the study four hurricane impacts were registered. At the coral reef site overall mean cover of fleshy algae (47%) and turf algae (36%) were high, whereas cover of corals (2%) and sponges (3%), and abundance of sea-urchins (0.04 org m-2) were consistently low. Gorgonians were dominant and showed changes in their community structure; the number of species increased from 1993 to 1995, their abundance decreased after Hurricane Roxanne (1995) and recovered by 2001. At four seagrass sites total community biomass remained constant (707.1-929.6 g dry m-2) but the above-ground biomass of the seagrass Syringodium filiforme and fleshy algae increased gradually. Total biomass (531-699 g dry m-2) and leaf productivity (0.89-1.56 g dry m-2 d-1) of the seagrass Thalassia testudinum remained constant, but the species invested proportionally more biomass in above-ground leaf tissues at the end of the study. The minor hurricanes from 1993 until 2005 had no detectable impacts on the seagrass beds, however, the major Hurricane Wilma (October 2005) changed the community composition at three stations and caused complete burial of the vegetation at a coastal station. The gradual changes in the seagrass and reef communities recorded in the 12 years of continuous monitoring of the CARICOMP site may reflect the increased pollution caused by the rapid augment in urban and tourist developments along the coasts and inland from Puerto Morelos, coupled with poor water management practices.El sitio CARICOMP en Puerto Morelos, México, se monitoreo de 1993 a 2005. No se registraron cambios significativos en la temperatura del aire, los patrones de viento, la periodicidad y cantidad de lluvia, la temperatura superficial del mar y la transparencia del agua entre los años de muestreo. Durante el estudio se registraron cuatro huracanes menores. En el sitio del arrecife coralino la cobertura global promedio de algas carnosas (47%) y de algas tipo tapete (36%) fue elevada, mientras que la cobertura de corales (2%), esponjas (3%) y la abundancia de erizos (0.04 m-2) fue consistentemente baja. Los gorgonáceos fueron dominantes y mostraron cambios en su estructura comunitaria; el número de especies aumentó de 1993 a 1995, su abundancia disminuyó después del Huracán Roxanne (1995) y se recuperó en el 2001. En cuatro estaciones de pastos marinos la biomasa total de la comunidad permaneció constante (707.1-929.6 gps m-2) pero la biomasa sobre el sustrato del pasto Syringodium filiforme y de algas carnosas aumentó gradualmente. La biomasa total (531-699 gps m-2) y productividad de hojas (0.89-1.56 gps m-2 d-1) del pasto Thalassia testudinum permaneció constante, pero la especie invirtió proporcionalmente más biomasa en el tejido de hojas sobre el sustrato al final del estudio. Los huracanes menores entre 1993 y 2005 no produjeron impactos detectables en las camas de pastos, sin embargo, el huracán mayor Wilma (Octubre 2005) cambió la composición de la comunidad en tres estaciones y causó el enterramiento completo de la vegetación en la estación costera. El cambio gradual en las comunidades de pastos marinos y arrecife registrado en 12 años de monitoreo continuo en el sitio CARICOMP puede reflejar un aumento en la contaminación causada por el rápido incremento en desarrollo urbano y turístico a lo largo de la costa y tierra adentro de Puerto Morelos, acompañado por malas prácticas de manejo del agua

Environmental state and tendencies of the Puerto Morelos CARICOMP site, Mexico

The CARICOMP site at Puerto Morelos, Mexico was monitored from 1993 to 2005. No significant changes in air temperature, wind patterns, periodicity and quantity of rainfall, sea-surface temperature and water transparency were observed between sampling years. During the study four hurricane impacts were registered. At the coral reef site overall mean cover of fleshy algae (47%) and turf algae (36%) were high, whereas cover of corals (2%) and sponges (3%), and abundance of sea-urchins (0.04 org m-2) were consistently low. Gorgonians were dominant and showed changes in their community structure; the number of species increased from 1993 to 1995, their abundance decreased after Hurricane Roxanne (1995) and recovered by 2001. At four seagrass sites total community biomass remained constant (707.1-929.6 g dry m-2) but the above-ground biomass of the seagrass Syringodium filiforme and fleshy algae increased gradually. Total biomass (531-699 g dry m-2) and leaf productivity (0.89-1.56 g dry m-2 d-1) of the seagrass Thalassia testudinum remained constant, but the species invested proportionally more biomass in above-ground leaf tissues at the end of the study. The minor hurricanes from 1993 until 2005 had no detectable impacts on the seagrass beds, however, the major Hurricane Wilma (October 2005) changed the community composition at three stations and caused complete burial of the vegetation at a coastal station. The gradual changes in the seagrass and reef communities recorded in the 12 years of continuous monitoring of the CARICOMP site may reflect the increased pollution caused by the rapid augment in urban and tourist developments along the coasts and inland from Puerto Morelos, coupled with poor water management practices. Rev. Biol. Trop. 58 (Suppl. 3): 23-43. Epub 2010 October 01

Beaching and Natural Removal Dynamics of Pelagic Sargassum in a Fringing-Reef Lagoon

Massive quantities of the pelagic brown macroalgae Sargassum spp. (sargassum) have been invading the Caribbean and West African shores since 2011, causing devastating effects on the coastal ecosystem and local economy. Little is known about sargassum beaching dynamics and the capacity of the coastal system to naturally remove beached sargassum. Here, we characterize the temporal variation in arriving and beached sargassum in a reef lagoon using a 5.2-year data set of hourly optical imagery, and identify the governing hydrometeorological conditions. Image classification reveals interannual variability in the start, duration, and intensity of the sargassum arrival season. Arrivals are associated with relatively low energy onshore directed winds and waves, and offshore abundance of sargassum. Furthermore, nearshore sargassum mat size is found to decrease with decreasing wave/wind energy. Once sargassum beaches, a berm of wrack is formed. Natural wrack removal was observed under elevated water levels and increased wave action. Three types of wrack removal were distinguished, depending on the water level (Formula presented.) with respect to the berm crest height (Formula presented.) and berm crest toe (Formula presented.) : gradual berm destruction with gaps developing in the seaward berm edge that grow larger with time (Type I; (Formula presented.)) and abrupt berm destruction with part of the wrack depositing on the upper beach (Type II; (Formula presented.)) or in the dunes (Type III; (Formula presented.)). Higher energy waves activate the reef circulation, which is suspected to flush part of the wrack out of the reef lagoon. We propose a conceptual model of nearshore sargassum dynamics in a reef lagoon system.Environmental Fluid Mechanic