11th ICRS Abstract book - Nova Southeastern University
11th ICRS Abstract book - Nova Southeastern University 11th ICRS Abstract book - Nova Southeastern University
Poster Mini-Symposium 17: Emerging Techniques in Remote Sensing and Geospatial Analysis 17.581 Sun Glint Correction For Hyperspectral Shallow Water Imagery Tiit KUTSER* 1 , Ele VAHTMÄE 1 1 Estonian Marine Institute, University of Tartu, Tallinn, Estonia Current sung glint removal procedures assume zero water leaving signal in near infrared part of spectrum. This assumption is not true in waters less than about 2 m deep where part of the water leaving signal is originated from the bottom. As a result the shallow water pixels are overcorrected during glint removal procedure and the shapes of reflectance spectra are distorted. This has serious implications on shallow water bottom classification results, especially if spectral libraries of in situ measured or modeled reflectance spectra are used in classification of remote sensing imagery. Reef tops, shallow water lagoons and many coastal areas are in waters less that 2 m deep. Therefore, it is important to preserve spectral signatures of these areas if sun glint removal is necessary. We propose an alternative sun glint removal procedure where the amount of glint in each pixel is estimated from the depth of oxygen absorption feature at 760 nm relative to a baseline. The new method removes sung glint successfully and at the same time preserves the shape and magnitude of shallow water reflectance spectra. 17.582 Mapping A Path Reef Area in Detail Using Small-Format Aerial Photographs (Sfaf) And Handy Gps in North-Eastern Brazil Ricardo AMARAL* 1,2 , Filipe LIMA 1 , Luiz GONÇALVES 3 1 Department of Geology, Universidade Federal do Rio Grande do Norte - UFRN, Natal, Brazil, 2 Programa de Pós-Graduação em Geodinâmica e Geofísica - PPGG, UFRN, Natal, Brazil, 3 Departamento de Engenharia da Computação, UFRN, Natal, Brazil An area approximately 750 x 550m with small underwater bioconstructions, at Maracajau path reef, was mapped in detail using SFAP. It was georreferenced with help of handy GPS and vetorized in a GIS software to produce and organize spatial information. Maracajau path reef occurs about 60km to the north of Natal city. It is approximately 3km wide, 9km long, 7km away from the coast line and is partially visible at spring low tides. SFAP were taken during low spring tide, to capture the underwater features better by using a 35mm camera at 300m to 1000m over the ground, from a small aircraft. The photographs were processed and analyzed using image processing softwares. Field works using GPS pointed out the contour of the bigger bioconstructed bodies that were recognized in the photos afterwards. The images were georeferenced using as ground control points the bioconstructed bodies identified as well as little vessels. The features were vetorized using visual interpretation and it was stored in a GIS. As a result we can quantify the features in the area which is composed by approximately 60% of bioconstructed bodies and by carbonate sand botton. We identified 555 bodies that were separated by size. About 9% of them have less than 100m2 in area; 34% is between 100 and 1000m2; about 20% is between 1000 and 10000m 2 and a much closer assemblage of bodies at the oceanic side of the area were classified altogether as a unique feature with approximately 48000m2. This accurate and low cost protocol to map underwater features has been done and the results showed efficiency and effectiveness, meanwhile it must be considered as a complementary method and must be done associated with others techniques. 17.583 Life After Death: Pleistocene Reefs Of Sisal; Yucatan Shelf Salvador ZARCO-PERELLÓ* 1 , Joaquín Rodrigo GARZA-PEREZ 2 , Nuno SIMOES 2 , Maite MASCARO-MIQUELAJAUREGUI 2 , Xavier CHIAPPA-CARRARA 2 1 Ecology, National Autonomous University of Mexico, Mexico City, Mexico, 2 Ecology, National Autonomous University of Mexico, Mérida, Mexico The shelf reefs in the Campeche Bank might be playing an important role in the connectivity between the Caribbean and the Gulf of Mexico ecosystems. However, information from these reef systems is scarce. This study focuses on the Sisal, Madagascar and Serpiente reefs, in the northwest portion of the Yucatan Peninsula. A bathymetric survey was carried with a GPSsounder and geostatistical methods were used to generate a geomorphology 3-D model. These models were used to select Madagascar reef to implement a case of study to define and quantify major reefscapes and zonation patterns. Fifteen 200 m phototransects were collected along the bathymetric gradient direction; photographs (0.8 sq.m) were taken every 5 meters. Percentage of cover of Morph-Functional Gruops was determined with a systematic 13 point count method and a classification analysis (using multivariate statistics) defined five reefscapes. Distribution maps of biotic components were generated using kriging. Few hexacorals were recorded, but the structural complexity of the reef evidences coral accretion in the past. The hard coral community was more likely killed during the last ice-age, with the decrease in the sea-level, after when the sea-level increased they started flourishing under different environmental conditions, favoring algal and octocoral development but no reef building hexacorals settlement and growth. This work is the first in this specific region, the basis for many future studies and a necessary ingredient of a GIS for the Yucatan Shelf. 17.584 Satellite Imagery As A Predictor For Diversity And Abundance Of Reef Fish in Diego Garcia (Chagos Archipelago) Samuel PURKIS* 1 , Nick GRAHAM 2 , Bernhard RIEGL 1 1 National Coral Reef Institute, Nova Southeastern University, Dania Beach, FL, 2 School of Marine Science & Technology, University of Newcastle, Newcastle-upon-Tyne, United Kingdom The diversity, abundance and distribution of reef fish are related to heterogeneity and physical complexity of benthic habitat. However, the field effort required to evaluate these aspects of the benthos in situ, at the scale of entire reefscapes, is greatly constrained by logistical and resource limitations. With moderate ground-truthing, both substratum type and seabed topography are amenable to monitoring using satellite data. Here, remote sensing imagery was used to resolve the bathymetry and benthic character of a reef system in Diego Garcia (British Indian Ocean Territory). Replicate fish counts were made at seven measurement stations across the study area using visual census. Monte Carlo simulation revealed that species richness and abundance of several guilds and size groupings of reef fish appraised in situ were correlated with the satellite-derived seabed parameters over areas of seafloor as large as 5,030 m2. The study suggests that satellite remote sensing is capable of predicting habitat complexity at a scale relevant to fish. Furthermore, as larger size classes of fish were better predicted with the satellite habitat complexity data, this technique could be used to predict fish stocks and identify potential sites for marine protected areas where intensive field surveys are not practical. 409
Poster Mini-Symposium 17: Emerging Techniques in Remote Sensing and Geospatial Analysis 17.585 A Hyperspectral Remote Sensing Campaign in Southwestern Puerto Rico With Multiple Environmental Applications James GOODMAN 1 , Carmen ZAYAS* 2 , Samuel ROSARIO 2 , Orian TZADIK 2 , Fernando GILBES 2 1 University of Puerto Rico at Mayaguez, Miami, FL, 2 University of Puerto Rico at Mayaguez, Mayaguez, Puerto Rico Airborne hyperspectral imagery was collected in southwestern Puerto Rico in 2007 covering extensive areas of aquatic and terrestrial habitats. The primary purpose of the mission was to support ongoing research into improving the capacity for the assessment and monitoring of benthic habitats using remote sensing technology. This includes research on image calibration, resolution enhancement, water column correction, spectral unmixing and the classification of benthic composition. The overall project has a particular focus on coral reefs, but also includes applications related to seagrass, water properties, metal contamination in mangroves and the distribution of terrestrial vegetation. The acquisition area covers more than 2000 km 2 at a spatial resolution of 4 m, as well as three aquatic science areas totaling 100 km 2 at 1, 2, 4 and 8 m resolution and a terrestrial science area of 35 km 2 at 1 and 4 m resolution. The science areas represent regions where extensive coincident fieldwork was conducted as groundtruth, and the multi-resolution collection is being used to investigate spatial scaling issues associated with spectral unmixing and to identify appropriate resolutions for local and landscape level reef analysis. In addition to the lead project team from the University of Puerto Rico at Mayagüez, a collection of researchers from other universities and federal agencies also participated in both the field data collection and image analysis efforts. This collaborative approach expanded the availability of instrumentation and expertise, and also allowed us to address a greater number of scientific questions and application driven objectives. We present an overview of the mission and provide specific examples of the data that was collected and the image products being produced. These examples are used to illustrate the enhanced reef analysis tools that can be derived using hyperspectral imagery. 17.586 Use Of Geospatial Technologies in The Assessment Of Coral Reefs And Abalone Distribution in Sagay Marine Reserve, Central Philippines Armi May TORRECHILLA 1 , Armi May TORRECHILLA* 1 1 Asian Institute of Technology, Bangkok, Thailand The main objective of this research is to assess the status of coral reefs and the abundance of abalone in Sagay marine reserve that would serve as baseline information for the local government of Sagay, Negros Occidental, Philippines. To achieve this, benthic maps (coming from the July 2005 atmospherically and geometrically corrected Aster image) were produced from which geospatial technologies as remote sensing, GIS and GPS were used as primary tools to produce the benthic habitat maps. These maps were classified with the aid of image processing techniques such as band ratio, principal component analysis and water column correction algorithm. Groundtruth and results from the multivariate classification of the field data were used as training area for the classification of the satellite image and that 8 different habitat types were successfully identified. Post classification and contextual editing produced a final output of an image accuracy of 58.71%. Reef habitat map showing 4 different zones ranging from very good to damaged zone were produced using the ratio of live and dead corals based on the criteria developed by Thailand’s Phuket Marine Biological Center. Most of the abalones prefer habitats of dead corals with algae and rubble-algae zones. Furthermore, finding for the potential suitable sites for the abalone was done by considering the factors on habitat type, depth and sea surface temperature data. Also, one premise can be inferred in that a preferred habitat can only be an area to have been known by the abalone to reside on. 17.587 A Hyperspectral, Remote-Sensing Approach To Spectral Discrimination Of Marine Habitats At Ningaloo Reef, Western Australia Nicole PINNEL* 1 , Halina KOBRYN 1 , Thomas HEEGE 2 , Matt HARVEY 1 , Lynnath BECKLEY 1 1 Environmental Science, Murdoch University, Murdoch, WA 6150, Australia, 2 EOMAP GmbH&Co KG, D-82205 Gilching, Germany Optical remote-sensing techniques, especially hyperspectral sensors, provide an non-invasive and cost-effective approach to mapping and monitoring the condition of reefs over large areas because of their capability to identify reef components on the basis of their spectral response. The aim of this study is to develop a reliable and repeatable procedure for mapping submerged coral reefs using airborne hyperspectral data. Spectral reflectance of corals, macro-algae and sediment were measured underwater with an OceanOptics2000 spectro-radiometer. These spectra were used for development of algorithms for automated applications to image classification. A genetic algorithm technique was used to determine optimal waveband combinations (including derivatives) for identification of substrate types. Initial results show that in situ reflectance spectra of reef substrates were significantly different for various spectral wavelengths. Using a linear discriminant analysis, the in situ spectra of six benthic groups (branching, digitate and tabulate Acropora, massive corals (e.g. Porites), submassive corals (e.g. Pocillopora) and macro-algae) could be classified to 90 % accuracy with as few as six bands. A classification of major habitat groups was applied to airborne hyperspectral data from HyMap acquired in November 2005 and April 2006 over the Yardie Creek area at Ningaloo Reef. The images were corrected for atmospheric, air-water interface and water column effects using the Modular Inversion & Processing System. This removes subjectivity from the classification and approaches an automated classification allowing for improved transferability to other reefs and monitoring applications. The retrieved bottom albedo image was used to classify the benthos, generating a detailed map of benthic habitats, followed by accuracy assessment. The outputs of multi-temporal image analysis contain percent cover of corals, macro-algae and sediment. Results indicate that the spectral response of corals can be determined to 10 m depth and shows that hyperspectral remote sensing techniques offer great potential in mapping coral reefs. 17.588 Changes in Spectral Reflectance in Response To Salinity Variation in siderastrea Radians From Florida Bay, Florida Usa. Michael DURAKO* 1 , Kathryn CHARTRAND 1 1 Biology & Marine Biology, Univ. N. Carolina Wilmington, Wilmington, NC Spectral reflectance (R) of coral reefs is an apparent optical property that is widely used to distinguish these communities in remote sensing assessments. In this study R’s of Sidereastrea radians collected from five basins in Florida Bay were measured at the termination of a 2-week salinity (30, 20, 15, 10) versus population mesocosm experiment. The five basin populations represented a spatial and freshwater-land influence gradient from northeast (estuarine-tohypersaline) to southwest (marine) Florida Bay. Spectral reflectances generally increased with decreased salinities with the greatest increases occurring in the more marine populations. The marine populations also exhibited the “brown” reflectance spectra mode while the more estuarine populations exhibited predominantly “blue” reflectance spectra. Two of the interior basin populations exhibited spectral shifts from “blue” to “brown” in response to low salinity treatments. Non-metric multidimensional scaling analyses indicated stronger salinity-based versus population-based clustering of the reflectance spectra. Thus, while coral R may be independent of taxonomic or geographic differences, reduced salinity does affect this parameter in S. radians from this marginal coral habitat. 410
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Poster Mini-Symposium 17: Emerging Techniques in Remote Sensing and Geospatial Analysis<br />
17.581<br />
Sun Glint Correction For Hyperspectral Shallow Water Imagery<br />
Tiit KUTSER* 1 , Ele VAHTMÄE 1<br />
1 Estonian Marine Institute, <strong>University</strong> of Tartu, Tallinn, Estonia<br />
Current sung glint removal procedures assume zero water leaving signal in near infrared<br />
part of spectrum. This assumption is not true in waters less than about 2 m deep where<br />
part of the water leaving signal is originated from the bottom. As a result the shallow<br />
water pixels are overcorrected during glint removal procedure and the shapes of<br />
reflectance spectra are distorted. This has serious implications on shallow water bottom<br />
classification results, especially if spectral libraries of in situ measured or modeled<br />
reflectance spectra are used in classification of remote sensing imagery. Reef tops,<br />
shallow water lagoons and many coastal areas are in waters less that 2 m deep. Therefore,<br />
it is important to preserve spectral signatures of these areas if sun glint removal is<br />
necessary. We propose an alternative sun glint removal procedure where the amount of<br />
glint in each pixel is estimated from the depth of oxygen absorption feature at 760 nm<br />
relative to a baseline. The new method removes sung glint successfully and at the same<br />
time preserves the shape and magnitude of shallow water reflectance spectra.<br />
17.582<br />
Mapping A Path Reef Area in Detail Using Small-Format Aerial Photographs (Sfaf)<br />
And Handy Gps in North-Eastern Brazil<br />
Ricardo AMARAL* 1,2 , Filipe LIMA 1 , Luiz GONÇALVES 3<br />
1 Department of Geology, Universidade Federal do Rio Grande do Norte - UFRN, Natal,<br />
Brazil, 2 Programa de Pós-Graduação em Geodinâmica e Geofísica - PPGG, UFRN,<br />
Natal, Brazil, 3 Departamento de Engenharia da Computação, UFRN, Natal, Brazil<br />
An area approximately 750 x 550m with small underwater bioconstructions, at Maracajau<br />
path reef, was mapped in detail using SFAP. It was georreferenced with help of handy<br />
GPS and vetorized in a GIS software to produce and organize spatial information.<br />
Maracajau path reef occurs about 60km to the north of Natal city. It is approximately<br />
3km wide, 9km long, 7km away from the coast line and is partially visible at spring low<br />
tides. SFAP were taken during low spring tide, to capture the underwater features better<br />
by using a 35mm camera at 300m to 1000m over the ground, from a small aircraft. The<br />
photographs were processed and analyzed using image processing softwares. Field works<br />
using GPS pointed out the contour of the bigger bioconstructed bodies that were<br />
recognized in the photos afterwards. The images were georeferenced using as ground<br />
control points the bioconstructed bodies identified as well as little vessels. The features<br />
were vetorized using visual interpretation and it was stored in a GIS. As a result we can<br />
quantify the features in the area which is composed by approximately 60% of<br />
bioconstructed bodies and by carbonate sand botton. We identified 555 bodies that were<br />
separated by size. About 9% of them have less than 100m2 in area; 34% is between 100<br />
and 1000m2; about 20% is between 1000 and 10000m 2 and a much closer assemblage of<br />
bodies at the oceanic side of the area were classified altogether as a unique feature with<br />
approximately 48000m2. This accurate and low cost protocol to map underwater features<br />
has been done and the results showed efficiency and effectiveness, meanwhile it must be<br />
considered as a complementary method and must be done associated with others<br />
techniques.<br />
17.583<br />
Life After Death: Pleistocene Reefs Of Sisal; Yucatan Shelf<br />
Salvador ZARCO-PERELLÓ* 1 , Joaquín Rodrigo GARZA-PEREZ 2 , Nuno SIMOES 2 , Maite<br />
MASCARO-MIQUELAJAUREGUI 2 , Xavier CHIAPPA-CARRARA 2<br />
1 Ecology, National Autonomous <strong>University</strong> of Mexico, Mexico City, Mexico, 2 Ecology,<br />
National Autonomous <strong>University</strong> of Mexico, Mérida, Mexico<br />
The shelf reefs in the Campeche Bank might be playing an important role in the connectivity<br />
between the Caribbean and the Gulf of Mexico ecosystems. However, information from these<br />
reef systems is scarce. This study focuses on the Sisal, Madagascar and Serpiente reefs, in the<br />
northwest portion of the Yucatan Peninsula. A bathymetric survey was carried with a GPSsounder<br />
and geostatistical methods were used to generate a geomorphology 3-D model. These<br />
models were used to select Madagascar reef to implement a case of study to define and quantify<br />
major reefscapes and zonation patterns. Fifteen 200 m phototransects were collected along the<br />
bathymetric gradient direction; photographs (0.8 sq.m) were taken every 5 meters. Percentage<br />
of cover of Morph-Functional Gruops was determined with a systematic 13 point count method<br />
and a classification analysis (using multivariate statistics) defined five reefscapes. Distribution<br />
maps of biotic components were generated using kriging. Few hexacorals were recorded, but<br />
the structural complexity of the reef evidences coral accretion in the past. The hard coral<br />
community was more likely killed during the last ice-age, with the decrease in the sea-level,<br />
after when the sea-level increased they started flourishing under different environmental<br />
conditions, favoring algal and octocoral development but no reef building hexacorals settlement<br />
and growth. This work is the first in this specific region, the basis for many future studies and a<br />
necessary ingredient of a GIS for the Yucatan Shelf.<br />
17.584<br />
Satellite Imagery As A Predictor For Diversity And Abundance Of Reef Fish in Diego<br />
Garcia (Chagos Archipelago)<br />
Samuel PURKIS* 1 , Nick GRAHAM 2 , Bernhard RIEGL 1<br />
1 National Coral Reef Institute, <strong>Nova</strong> <strong>Southeastern</strong> <strong>University</strong>, Dania Beach, FL, 2 School of<br />
Marine Science & Technology, <strong>University</strong> of Newcastle, Newcastle-upon-Tyne, United<br />
Kingdom<br />
The diversity, abundance and distribution of reef fish are related to heterogeneity and physical<br />
complexity of benthic habitat. However, the field effort required to evaluate these aspects of the<br />
benthos in situ, at the scale of entire reefscapes, is greatly constrained by logistical and<br />
resource limitations. With moderate ground-truthing, both substratum type and seabed<br />
topography are amenable to monitoring using satellite data. Here, remote sensing imagery was<br />
used to resolve the bathymetry and benthic character of a reef system in Diego Garcia (British<br />
Indian Ocean Territory). Replicate fish counts were made at seven measurement stations across<br />
the study area using visual census. Monte Carlo simulation revealed that species richness and<br />
abundance of several guilds and size groupings of reef fish appraised in situ were correlated<br />
with the satellite-derived seabed parameters over areas of seafloor as large as 5,030 m2. The<br />
study suggests that satellite remote sensing is capable of predicting habitat complexity at a scale<br />
relevant to fish. Furthermore, as larger size classes of fish were better predicted with the<br />
satellite habitat complexity data, this technique could be used to predict fish stocks and identify<br />
potential sites for marine protected areas where intensive field surveys are not practical.<br />
409