A review of Computational Intelligence techniques in coral reef-related applications
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[1] N. Crossman,et al. Global estimates of the value of ecosystems and their services in monetary units , 2012 .
[2] Teuvo Kohonen,et al. The self-organizing map , 1990 .
[3] Nancy Knowlton,et al. Corals and Coral Reefs , 2013 .
[4] Rafael García,et al. Image-Based Coral Reef Classification and Thematic Mapping , 2013, Remote. Sens..
[5] David G. Stork,et al. Pattern Classification , 1973 .
[6] Peter J. Mumby,et al. Beta and habitat diversity in marine systems: a new approach to measurement, scaling and interpretation , 2001, Oecologia.
[7] Stephan M. Winkler,et al. Genetic Algorithms and Genetic Programming - Modern Concepts and Practical Applications , 2009 .
[8] Chih-Jen Lin,et al. LIBSVM: A library for support vector machines , 2011, TIST.
[9] Halmar Halide,et al. Modelling Coral Bleaching Events Using a Fuzzy Logic Technique , 2002 .
[10] Michael S. Foster,et al. Point vs. photo quadrat estimates of the cover of sessile marine organisms , 1991 .
[11] Rodolfo Rioja-Nieto,et al. Effects of management strategies on the landscape ecology of a Marine Protected Area , 2008 .
[12] Serge Andréfouët,et al. Remote sensing and fish-habitat relationships in coral reef ecosystems: review and pathways for multi-scale hierarchical research. , 2009, Marine pollution bulletin.
[13] Autun Purser,et al. The influence of drill cuttings on physical characteristics of phytodetritus. , 2011, Marine pollution bulletin.
[14] D. M. Silburn,et al. Relating sediment impacts on coral reefs to watershed sources, processes and management: a review. , 2014, The Science of the total environment.
[15] Frank E. Muller-Karger,et al. Regional Estimates of Reef Carbonate Dynamics and Productivity Using Landsat 7 ETM+, and Potential Impacts from Ocean Acidification , 2009 .
[16] C. Saloma,et al. Image classification of coral reef components from underwater color video , 2001, MTS/IEEE Oceans 2001. An Ocean Odyssey. Conference Proceedings (IEEE Cat. No.01CH37295).
[17] R. Stumpf,et al. Determination of water depth with high‐resolution satellite imagery over variable bottom types , 2003 .
[18] Bruce A. McCarl,et al. Evaluating the economic damage of climate change on global coral reefs , 2015 .
[19] Valeriano Parravicini,et al. Through bleaching and tsunami: Coral reef recovery in the Maldives. , 2015, Marine pollution bulletin.
[20] Samuel J. Purkis,et al. Detection of shallow subtidal corals from IKONOS satellite and QTC View (50, 200 kHz) single-beam sonar data (Arabian Gulf; Dubai, UAE) , 2005 .
[21] Stuart R. Phinn,et al. Coral Reef Remote Sensing: A Guide for Mapping, Monitoring and Management , 2013 .
[22] Elizabeth A. Peck,et al. Introduction to Linear Regression Analysis , 2001 .
[23] Stuart R. Phinn,et al. Changes of coral communities over 35 years: Integrating in situ and remote-sensing data on Saint-Leu Reef (la Reunion, Indian Ocean) , 2009 .
[24] Trijntje Valerie Downes,et al. Interpretation of hyperspectral remote-sensing imagery by spectrum matching and look-up tables. , 2005, Applied optics.
[25] S. Andréfouët,et al. Coupling satellite data with in situ measurements and numerical modeling to study fine suspended-sediment transport: a study for the lagoon of New Caledonia , 2004, Coral Reefs.
[26] E. C. Pielou. Population and Community Ecology: Principles and Methods , 1974 .
[27] P. Dustan,et al. Landsat Thematic Mapper: Detection of Shifts in Community Composition of Coral Reefs , 2001 .
[28] V. Venus,et al. Modelling susceptibility of coral reefs to environmental stress using remote sensing data and GIS models , 2008 .
[29] Sancho Salcedo-Sanz,et al. A Novel Coral Reefs Optimization Algorithm for Multi-objective Problems , 2013, IDEAL.
[30] Jason Weston,et al. A kernel method for multi-labelled classification , 2001, NIPS.
[31] A. Townsend Peterson,et al. Novel methods improve prediction of species' distributions from occurrence data , 2006 .
[32] E. Hochberg,et al. Coral reef benthic productivity based on optical absorptance and light-use efficiency , 2008, Coral Reefs.
[33] David Palandro,et al. Remote sensing of changes in carbonate production on coral reefs : the Florida keys , 2008 .
[34] D. Rundquist,et al. Classifying and Mapping General Coral-Reef Structure Using Ikonos Data , 2002 .
[35] Lauren A. Freeman,et al. Robust Performance of Marginal Pacific Coral Reef Habitats in Future Climate Scenarios , 2015, PloS one.
[36] Sancho Salcedo-Sanz,et al. A coral-reef optimization algorithm for the optimal service distribution problem in mobile radio access networks , 2014, Trans. Emerg. Telecommun. Technol..
[37] G. Rowlands,et al. Remote Sensing the Diversity, Distribution and Resilience of Coral Reef Environments , 2013 .
[38] O. Pizarro,et al. Stereoscopic imaging for coral segmentation and classification , 2006, OCEANS 2006.
[39] A. E. Eiben,et al. Introduction to Evolutionary Computing , 2003, Natural Computing Series.
[40] Dianhui Wang,et al. Extreme learning machines: a survey , 2011, Int. J. Mach. Learn. Cybern..
[41] T. Ross. Fuzzy Logic with Engineering Applications , 1994 .
[42] Ruiju Tong,et al. Modeling the habitat suitability for deep-water gorgonian corals based on terrain variables , 2013, Ecol. Informatics.
[43] Zhihua Cui,et al. Swarm Intelligence and Bio-Inspired Computation: Theory and Applications , 2013 .
[44] Stephen D. Cairns,et al. Cold-Water Corals: The Biology and Geology of Deep-Sea Coral Habitats , 2009 .
[45] Teeb. The Economics of Ecosystems and Biodiversity: mainstreaming the economics of nature: a synthesis of the approach, conclusions and recommendations of TEEB , 2017 .
[46] Peng Gong,et al. Integration of object-based and pixel-based classification for mapping mangroves with IKONOS imagery , 2004 .
[47] A. Juillet-Leclerc. Independent SST and SSS reconstructions from coral skeleton, by using Neural Network , 2009 .
[48] Chee Kheong Siew,et al. Extreme learning machine: Theory and applications , 2006, Neurocomputing.
[49] Rodelio F. Subade,et al. Do non-users value coral reefs?: Economic valuation of conserving Tubbataha Reefs, Philippines , 2014 .
[50] James A. Goodman,et al. Classification of benthic composition in a coral reef environment using spectral unmixing , 2007 .
[51] Serge Andréfouët,et al. Sea surface correction of high spatial resolution Ikonos images to improve bottom mapping in near-shore environments , 2003, IEEE Trans. Geosci. Remote. Sens..
[52] Melanie Mitchell,et al. An introduction to genetic algorithms , 1996 .
[53] Peter J Mumby,et al. Ocean acidification and warming will lower coral reef resilience , 2011, Global Change Biology.
[54] Guang-Bin Huang,et al. Trends in extreme learning machines: A review , 2015, Neural Networks.
[55] Raymond J. O'Connor. Expert Systems, Fuzzy Logic, and Coral Reef Development under Environmental Stress , 2000 .
[56] R. Ormond,et al. Comparative accuracy and efficiency of six coral community survey methods , 2007 .
[57] Caiyun Zhang,et al. Applying data fusion techniques for benthic habitat mapping and monitoring in a coral reef ecosystem , 2015 .
[58] Jody M. Webster,et al. Coral reefs and sea-level change , 2014 .
[59] Victor C. M. Leung,et al. Extreme Learning Machines [Trends & Controversies] , 2013, IEEE Intelligent Systems.
[60] H. Cesar,et al. Coral reefs: their functions, threats and economic value , 2000 .
[61] M. Fladeland,et al. Remote sensing for biodiversity science and conservation , 2003 .
[62] Colin D. Woodroffe,et al. Geomorphological classification of coral reef in Torres Strait using OBIA , 2009 .
[63] Marco Dorigo. Ant colony optimization , 2004, Scholarpedia.
[64] S. Andréfouët,et al. Scaling-up carbon and carbonate metabolism of coral reefs using in-situ data and remote sensing , 2000, Coral Reefs.
[65] Sancho Salcedo-Sanz,et al. Offshore wind farm design with the Coral Reefs Optimization algorithm , 2014 .
[66] S. Andréfouët,et al. A comparison of Landsat ETM+, SPOT HRV, Ikonos, ASTER, and airborne MASTER data for coral reef habitat mapping in South Pacific islands , 2003 .
[67] S. Chatterjee,et al. Regression Analysis by Example , 1979 .
[68] J. Jaubert,et al. The cover of living and dead corals from airborne remote sensing , 2004, Coral Reefs.
[69] Dongzhi Zhao,et al. Review of coral reef ecosystem remote sensing , 2014 .
[70] Maricor Soriano,et al. Classification of coral reef images from underwater video using neural networks. , 2005, Optics express.
[71] John D. Hedley,et al. Technical note: Simple and robust removal of sun glint for mapping shallow‐water benthos , 2005 .
[72] A. Brenning,et al. Predictive mapping of reef fish species richness, diversity and biomass in Zanzibar using IKONOS imagery and machine-learning techniques. , 2010 .
[73] Dan Simon,et al. Evolutionary Optimization Algorithms , 2013 .
[74] Nicholas A. J. Graham,et al. Multiple disturbances and the global degradation of coral reefs: are reef fishes at risk or resilient? , 2006 .
[75] Hongming Zhou,et al. Optimization method based extreme learning machine for classification , 2010, Neurocomputing.
[76] David J. Kriegman,et al. Automated annotation of coral reef survey images , 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition.
[77] Evan N. Edinger,et al. Mapping coral and sponge habitats on a shelf-depth environment using multibeam sonar and ROV video observations: Learmonth Bank, northern British Columbia, Canada , 2014 .
[78] E. LeDrew,et al. Remote sensing of coral reefs and their physical environment. , 2004, Marine pollution bulletin.
[79] Shailesh Nayak,et al. Status and monitoring the health of coral reef using multi-temporal remote sensing - a case study of Pirotan Coral Reef Island, Marine National Park, Gulf of Kachchh, Gujarat, India , 2008 .
[80] D. Gledhill,et al. Tropical cyclones cause CaCO3 undersaturation of coral reef seawater in a high‐CO2 world , 2013 .
[81] Chen Yunhao. A Review of Coral Reef Remote Sensing , 2007 .
[82] Chuanmin Hu,et al. Detection of changes in coral reef communities using Landsat-5 TM and Landsat-7 ETM+ data , 2003 .
[83] John Chappell,et al. Coral Reef Death During the 1997 Indian Ocean Dipole Linked to Indonesian Wildfires , 2003, Science.
[84] Antoine Collin,et al. Enhancing Coral Health Detection Using Spectral Diversity Indices from WorldView-2 Imagery and Machine Learners , 2012, Remote. Sens..
[85] R. Grosberg,et al. Climate Change, Human Impacts, and the Resilience of Coral Reefs , 2003, Science.
[86] S. Kumar,et al. Segmentation and Classification of Coral for Oceanographic Surveys: A Semi-Supervised Machine Learning Approach , 2006, OCEANS 2006 - Asia Pacific.
[87] Stuart Phinn,et al. The next step in shallow coral reef monitoring: combining remote sensing and in situ approaches. , 2010, Marine pollution bulletin.
[88] Sancho Salcedo-Sanz,et al. Feature selection in wind speed prediction systems based on a hybrid coral reefs optimization – Extreme learning machine approach , 2014 .
[89] B. Koetz,et al. Capability of the Sentinel 2 mission for tropical coral reef mapping and coral bleaching detection , 2012 .
[90] Brian J. Bett,et al. Temporal variability in phytodetritus and megabenthic activity at the seabed in the deep northeast Atlantic , 2001 .
[91] Vladimir N. Vapnik,et al. The Nature of Statistical Learning Theory , 2000, Statistics for Engineering and Information Science.
[92] J. S. Whorff,et al. A video recording and analysis system used to sample intertidal communities , 1992 .
[93] S. Purkis,et al. Satellite imaging coral reef resilience at regional scale. A case-study from Saudi Arabia. , 2012, Marine pollution bulletin.
[94] Jaime S. Davies,et al. Marine Litter Distribution and Density in European Seas, from the Shelves to Deep Basins , 2014, PloS one.
[95] Janine Guinan,et al. Ecological niche modelling of the distribution of cold-water coral habitat using underwater remote sensing data , 2009, Ecol. Informatics.
[96] Ken Caldeira,et al. Six Month In Situ High-Resolution Carbonate Chemistry and Temperature Study on a Coral Reef Flat Reveals Asynchronous pH and Temperature Anomalies , 2015, PloS one.
[97] Anne M. P. Canuto,et al. Applying the Coral Reefs Optimization algorithm to clustering problems , 2015, 2015 International Joint Conference on Neural Networks (IJCNN).
[98] David B. Kemp,et al. Climatic and eustatic signals in a global compilation of shallow marine carbonate accumulation rates , 2014 .
[99] Lotfi A. Zadeh,et al. Fuzzy Sets , 1996, Inf. Control..
[100] Camilo Mora,et al. Coral Reefs and the Global Network of Marine Protected Areas , 2006, Science.
[101] Nasser M. Nasrabadi,et al. Pattern Recognition and Machine Learning , 2006, Technometrics.
[102] D.M. Lane,et al. Texture analysis for seabed classification: co-occurrence matrices vs. self-organizing maps , 1998, IEEE Oceanic Engineering Society. OCEANS'98. Conference Proceedings (Cat. No.98CH36259).
[103] P. Mumby,et al. Digital analysis of multispectral airborne imagery of coral reefs , 1998, Coral Reefs.
[104] Cheng Wu,et al. Semi-Supervised and Unsupervised Extreme Learning Machines , 2014, IEEE Transactions on Cybernetics.
[105] Chris D. Clark,et al. Coral reef habitat mapping: how much detail can remote sensing provide? , 1997 .
[106] Rik Leemans,et al. An Integrated Coral Reef Ecosystem Model to Support Resource Management under a Changing Climate , 2015, PloS one.
[107] F. Micheli,et al. The effectiveness of coral reefs for coastal hazard risk reduction and adaptation , 2014, Nature Communications.
[108] Lei Chen,et al. Enhanced random search based incremental extreme learning machine , 2008, Neurocomputing.
[109] Luke Brander,et al. Total Economic Value of Bermuda’s Coral Reefs: A Summary , 2013 .
[110] Kenneth L. Smith,et al. An evaluation of deep-sea benthic megafauna length measurements obtained with laser and stereo camera methods , 2015 .
[111] G. Padmavathi,et al. Kernel Principal Component Analysis feature detection and classification for underwater images , 2010, 2010 3rd International Congress on Image and Signal Processing.
[112] Sam Kwong,et al. Genetic Algorithms : Concepts and Designs , 1998 .
[113] Olivia Langmead,et al. Coral reef community dynamics and disturbance: a simulation model , 2004 .
[114] R. Steneck,et al. Coral Reefs Under Rapid Climate Change and Ocean Acidification , 2007, Science.
[115] Trevor Hastie,et al. A statistical explanation of MaxEnt for ecologists , 2011 .
[116] C. D. Gelatt,et al. Optimization by Simulated Annealing , 1983, Science.
[117] Lotfi A. Zadeh,et al. Is there a need for fuzzy logic? , 2008, NAFIPS 2008 - 2008 Annual Meeting of the North American Fuzzy Information Processing Society.
[118] George A. F. Seber,et al. Linear regression analysis , 1977 .
[119] S. Andréfouët,et al. Use of Habitats as Surrogates of Biodiversity for Efficient Coral Reef Conservation Planning in Pacific Ocean Islands , 2010, Conservation biology : the journal of the Society for Conservation Biology.
[120] B. Pelletier,et al. A reappraisal of the diversity of geomorphological and genetic processes of New Caledonian coral reefs: a synthesis from optical remote sensing, coring and acoustic multibeam observations , 2009, Coral Reefs.
[121] Alexander Duda,et al. Temporal and spatial benthic data collection via mobile robots: Present and future applications , 2015, OCEANS 2015 - Genova.
[122] Zhiyong Yang,et al. A novel algorithm with differential evolution and coral reef optimization for extreme learning machine training , 2016, Cognitive Neurodynamics.
[123] Scott F. Heron,et al. Prioritizing Key Resilience Indicators to Support Coral Reef Management in a Changing Climate , 2012, PloS one.
[124] Adrião Duarte Dória Neto,et al. Classification of multispectral images in coral environments using a hybrid of classifier ensembles , 2010, Neurocomputing.
[125] Morgan S. Pratchett,et al. Reef degradation and the loss of critical ecosystem goods and services provided by coral reef fishes , 2014 .
[126] Sancho Salcedo-Sanz,et al. Daily global solar radiation prediction based on a hybrid Coral Reefs Optimization – Extreme Learning Machine approach , 2014 .
[127] E. Hochberg,et al. Spectral discrimination of coral reef benthic communities , 2000, Coral Reefs.
[128] Serge Planes,et al. Opposite latitudinal gradients in projected ocean acidification and bleaching impacts on coral reefs , 2014, Global change biology.
[129] J. A. Portilla-Figueras,et al. The Coral Reefs Optimization Algorithm: A Novel Metaheuristic for Efficiently Solving Optimization Problems , 2014, TheScientificWorldJournal.
[130] Leo Breiman,et al. Random Forests , 2001, Machine Learning.
[131] Hang Joon Kim,et al. Support Vector Machines for Texture Classification , 2002, IEEE Trans. Pattern Anal. Mach. Intell..
[132] H. Mooney,et al. Biodiversity, climate change, and ecosystem services , 2009 .
[133] Marti A. Hearst. Trends & Controversies: Support Vector Machines , 1998, IEEE Intell. Syst..
[134] D. Rundquist,et al. Benthic Habitat Mapping in Tropical Marine Environments Using QuickBird Multispectral Data , 2006 .
[135] Nazmul Siddique,et al. Computational Intelligence: Synergies of Fuzzy Logic, Neural Networks and Evolutionary Computing , 2013 .
[136] Autun Purser,et al. A Time Series Study of Lophelia pertusa and Reef Megafauna Responses to Drill Cuttings Exposure on the Norwegian Margin , 2015, PloS one.
[137] Autun Purser,et al. Tolerance to long-term exposure of suspended benthic sediments and drill cuttings in the cold-water coral Lophelia pertusa. , 2013, Marine pollution bulletin.
[138] Mark R. T. Dale,et al. Cold-water corals in the Cap de Creus canyon, northwestern Mediterranean: spatial distribution, density and anthropogenic impact , 2009 .
[139] O. Hoegh-Guldberg,et al. Ocean acidification causes bleaching and productivity loss in coral reef builders , 2008, Proceedings of the National Academy of Sciences.
[140] Nello Cristianini,et al. An Introduction to Support Vector Machines and Other Kernel-based Learning Methods , 2000 .
[141] Stuart R. Phinn,et al. Efficient radiative transfer model inversion for remote sensing applications , 2009 .
[142] C. Folke,et al. Ecological goods and services of coral reef ecosystems , 1999 .
[143] Autun Purser,et al. Temporal and spatial benthic data collection via an internet operated Deep Sea Crawler , 2013 .
[144] Sancho Salcedo-Sanz,et al. Effective multi-objective optimization with the coral reefs optimization algorithm , 2016 .
[145] Heather M. Leslie,et al. Using siting algorithms in the design of marine reserve networks , 2003 .
[146] Nicholas A. J. Graham,et al. Coral reefs in a crystal ball: predicting the future from the vulnerability of corals and reef fishes to multiple stressors , 2014 .
[147] H. Possingham,et al. A method of statistical modelling of coral reef fish distribution: can it aid conservation planning in data poor regions? , 2006 .
[148] Mark Ridgley,et al. A Fuzzy Logic Model to Predict Coral Reef Development under Nutrient and Sediment Stress , 1998 .
[149] Zhi Huang,et al. Performance of predictive models in marine benthic environments based on predictions of sponge distribution on the Australian continental shelf , 2011, Ecol. Informatics.
[150] David R. B. Stockwell,et al. The GARP modelling system: problems and solutions to automated spatial prediction , 1999, Int. J. Geogr. Inf. Sci..
[151] James C. Bezdek,et al. Pattern Recognition with Fuzzy Objective Function Algorithms , 1981, Advanced Applications in Pattern Recognition.
[152] Urumu Tsunogai,et al. Nitrogen isotopes of organic nitrogen in reef coral skeletons as a proxy of tropical nutrient dynamics , 2011 .
[153] S. Thiria,et al. SPCZ migration and ENSO events during the 20th century as revealed by climate proxies from a Fiji coral , 2006 .
[154] V. Klemas. Remote Sensing of Landscape-Level Coastal Environmental Indicators , 2001, Environmental management.
[155] Peter J. Mumby,et al. Mapping marine environments with IKONOS imagery: enhanced spatial resolution can deliver greater thematic accuracy , 2002 .
[156] Chunyan Miao,et al. A Coral Reef Algorithm Based on Learning Automata for the Coverage Control Problem of Heterogeneous Directional Sensor Networks , 2015, Sensors.
[157] R. Steneck,et al. Rising to the challenge of sustaining coral reef resilience. , 2010, Trends in ecology & evolution.
[158] Xinjie Yu. Introduction to evolutionary algorithms , 2010, The 40th International Conference on Computers & Indutrial Engineering.
[159] Jörg Ontrup,et al. Use of machine-learning algorithms for the automated detection of cold-water coral habitats: a pilot study , 2009 .
[160] Joseph Maina,et al. Recovery potential of the world's coral reef fishes , 2015, Nature.
[161] Autun Purser,et al. Resistance of Lophelia pertusa to coverage by sediment and petroleum drill cuttings. , 2013, Marine pollution bulletin.
[162] M. Spalding,et al. Reefs at Risk Revisited , 2011 .
[163] Mark C Ladd,et al. Fish-derived nutrient hotspots shape coral reef benthic communities. , 2015, Ecological applications : a publication of the Ecological Society of America.
[164] Chris Roelfsema,et al. THE ROLE OF INTEGRATED INFORMATION ACQUISITION AND MANAGEMENT IN THE ANALYSIS OF COASTAL ECOSYSTEM C , 2006 .
[165] Christine Largouët,et al. Modelling coral reef habitat trajectories: Evaluation of an integrated timed automata and remote sensing approach , 2007 .
[166] J. Guinan,et al. Modelling the local distribution of cold-water corals in relation to bathymetric variables: Adding spatial context to deep-sea video data , 2008 .
[167] Indra Jaya,et al. Object-based Image Analysis for Coral Reef Benthic Habitat Mapping with Several Classification Algorithms , 2015 .
[168] Sarah L. Benfield,et al. Mapping the distribution of coral reefs and associated sublittoral habitats in Pacific Panama: a comparison of optical satellite sensors and classification methodologies , 2007 .
[169] Serge Andréfouët,et al. Mapping and biomass estimation of the invasive brown algae Turbinaria ornata (Turner) J. Agardh and Sargassum mangarevense (Grunow) Setchell on heterogeneous Tahitian coral reefs using 4-meter resolution IKONOS satellite data , 2004, Coral Reefs.
[170] Guang-Bin Huang,et al. Convex Incremental Extreme Learning Machine , 2007 .
[171] Alan M. Friedlander,et al. From Reef to Table: Social and Ecological Factors Affecting Coral Reef Fisheries, Artisanal Seafood Supply Chains, and Seafood Security , 2015, PloS one.
[172] Richard D. Norris,et al. Local Stressors Reduce Coral Resilience to Bleaching , 2009, PloS one.
[173] Rebecca Bartley,et al. Informing policy to protect coastal coral reefs: insight from a global review of reducing agricultural pollution to coastal ecosystems. , 2014, Marine pollution bulletin.
[174] S. Andréfouët,et al. Quantification of two decades of shallow-water coral reef habitat decline in the Florida Keys National Marine Sanctuary using Landsat data (1984-2002) , 2008 .
[175] Henry A Ruhl,et al. Abundance and size distribution dynamics of abyssal epibenthic megafauna in the northeast Pacific. , 2007, Ecology.
[176] Alfred J. Wagtendonk,et al. Coastal protection by coral reefs: A framework for spatial assessment and economic valuation , 2014 .
[177] P. Mumby,et al. Mangroves enhance the biomass of coral reef fish communities in the Caribbean , 2004, Nature.
[178] Peter J Mumby,et al. Modeling the beta diversity of coral reefs. , 2006, Ecology.
[179] Stuart R. Phinn,et al. Spectral reflectance of coral reef benthos and substrate assemblages on Heron Reef, Australia , 2012 .
[180] Walter Jetz,et al. Global patterns and predictors of marine biodiversity across taxa , 2010, Nature.
[181] B. Deronde,et al. Mapping of coral reefs using hyperspectral CASI data; a case study: Fordata, Tanimbar, Indonesia , 2008 .
[182] Stuart R. Phinn,et al. Mapping Coral Reef Resilience Indicators Using Field and Remotely Sensed Data , 2013, Remote. Sens..
[183] M. Lucas,et al. Linking Coral Reef Remote Sensing and Field Ecology: It’s a Matter of Scale , 2014 .
[184] P. Mumby,et al. Benefits of water column correction and contextual editing for mapping coral reefs , 1998 .
[185] M. Vermeij. Substrate composition and adult distribution determine recruitment patterns in a Caribbean brooding coral , 2005 .
[186] Serge Andréfouët,et al. Spectral reflectance of coral , 2004, Coral Reefs.
[187] Anders Knudby,et al. Assessing the effect of management zonation on live coral cover using multi-date IKONOS satellite imagery , 2007 .
[188] R. Pressey,et al. Designing, implementing and managing marine protected areas: emerging trends and opportunities for coral reef nations , 2011 .
[189] Lei Gao,et al. Identifying preferred management options: an integrated agent-based recreational fishing simulation model with an AHP-TOPSIS evaluation method. , 2013 .
[190] Pamela R. Grothe,et al. Climatic and biotic thresholds of coral-reef shutdown , 2015 .
[191] Katherine A. Call,et al. Coral reef habitat discrimination using multivariate spectral analysis and satellite remote sensing , 2003 .
[192] Chris D. Clark,et al. Spectrographic imaging: A bird's-eye view of the health of coral reefs , 2001, Nature.
[193] Simon Haykin,et al. Neural Networks: A Comprehensive Foundation , 1998 .
[194] Michael J. Watts,et al. A novel method for mapping reefs and subtidal rocky habitats using artificial neural networks , 2011 .
[195] M. Ridgley,et al. Optimization of economic policies and investment projects using a fuzzy logic based cost-effectiveness model of coral reef quality: empirical results for Montego Bay, Jamaica , 1999, Coral Reefs.
[196] Zong Woo Geem,et al. A Coral Reefs Optimization algorithm with Harmony Search operators for accurate wind speed prediction , 2015 .
[197] Hongming Zhou,et al. Extreme Learning Machines [Trends & Controversies] , 2013 .
[198] Simon J. Pittman,et al. Comparative evaluation of airborne LiDAR and ship-based multibeam SoNAR bathymetry and intensity for mapping coral reef ecosystems , 2009 .
[199] David R. Bellwood,et al. Herbivores in a small world: network theory highlights vulnerability in the function of herbivory on coral reefs , 2014 .
[200] Jörg Wiedenmann,et al. Impacts of nutrient enrichment on coral reefs: new perspectives and implications for coastal management and reef survival , 2014 .
[201] Laura M. Wallace,et al. Numerical modeling of the growth and drowning of Hawaiian coral reefs during the last two glacial cycles (0–250 kyr) , 2007 .
[202] Guang-Bin Huang,et al. An Insight into Extreme Learning Machines: Random Neurons, Random Features and Kernels , 2014, Cognitive Computation.
[203] Bernhard Schölkopf,et al. A tutorial on support vector regression , 2004, Stat. Comput..
[204] Daniel O. B. Jones,et al. Recovery of Benthic Megafauna from Anthropogenic Disturbance at a Hydrocarbon Drilling Well (380 m Depth in the Norwegian Sea) , 2012, PloS one.
[205] Sean R Connolly,et al. Evidence for multiple stressor interactions and effects on coral reefs , 2014, Global change biology.
[206] Peter W. Glynn,et al. Corals' adaptive response to climate change: Shifting to new algal symbionts may safeguard devastated reefs from extinction , 2004 .
[207] Christopher M. Bishop,et al. Neural networks for pattern recognition , 1995 .
[208] G. Dinardo,et al. Indicators for assessing the ecological dynamics and sustainability of southern Florida's coral reef and coastal fisheries , 2014 .
[209] Alexander J. Smola,et al. Learning with Kernels: support vector machines, regularization, optimization, and beyond , 2001, Adaptive computation and machine learning series.
[210] Scott Kirkpatrick,et al. Optimization by simulated annealing: Quantitative studies , 1984 .
[211] Daniel R. Brumbaugh,et al. Fishing, Trophic Cascades, and the Process of Grazing on Coral Reefs , 2006, Science.
[212] T. Done,et al. Learning to predict large-scale coral bleaching from past events: A Bayesian approach using remotely sensed data, in-situ data, and environmental proxies , 2004, Coral Reefs.
[213] Siham Afatta,et al. Coral Reef Resilience in 17 Islands Marine Recreation Park, Riung – An Assessment of Functional Groups of Herbivorous Fish and Benthic Substrate☆ , 2015 .
[214] Luke Brander,et al. The recreational value of coral reefs: A meta-analysis , 2007 .
[215] Lotfi A. Zadeh,et al. From imprecise to granular probabilities , 2005, Fuzzy Sets Syst..
[216] Chris Roelfsema,et al. The effects of ecologically determined spatial complexity on the classification accuracy of simulated coral reef images , 2009 .
[217] Joachim Claudet,et al. Understanding the Spatio-Temporal Response of Coral Reef Fish Communities to Natural Disturbances: Insights from Beta-Diversity Decomposition , 2015, PloS one.
[218] S. Purkis,et al. Tight coupling between coral reef morphology and mapped resilience in the Red Sea. , 2016, Marine pollution bulletin.
[219] Autun Purser,et al. Monitoring strategies for drill cutting discharge in the vicinity of cold-water coral ecosystems. , 2012, Marine pollution bulletin.
[220] Simon J. Pittman,et al. Using Lidar Bathymetry and Boosted Regression Trees to Predict the Diversity and Abundance of Fish and Corals , 2009 .
[221] James N Sanchirico,et al. Coral Reef Habitats as Surrogates of Species, Ecological Functions, and Ecosystem Services , 2008, Conservation biology : the journal of the Society for Conservation Biology.
[222] P. Glynn,et al. Climate change and coral reef bleaching: An ecological assessment of long-term impacts, recovery trends and future outlook , 2008 .
[223] Peter W. Glynn,et al. Coral reefs: Corals' adaptive response to climate change , 2004, Nature.
[224] Yaonan Wang,et al. Texture classification using the support vector machines , 2003, Pattern Recognit..
[225] Stuart R. Phinn,et al. Multi-site evaluation of IKONOS data for classification of tropical coral reef environments , 2003 .
[226] C. Derksen,et al. A spatial statistical operator applied to multidate satellite imagery for identification of coral reef stress , 2004 .
[227] Richard T. Barber,et al. African dust and the demise of Caribbean Coral Reefs , 2000 .
[228] R. Tong,et al. Local variation in the distribution of benthic megafauna species associated with cold-water coral reefs on the Norwegian margin , 2013 .
[229] N. Frazer,et al. Multi-spectral mapping of reef bathymetry and coral cover; Kailua Bay, Hawaii , 2003, Coral Reefs.
[230] M. M. Ali,et al. Artificial Neural Network (ANN) Based Inversion of Benthic Substrate Bottom Type and Bathymetry in Optically Shallow Waters - Initial Model Results , 2012, Journal of the Indian Society of Remote Sensing.
[231] Serge Andréfouët,et al. Spectral reflectance of coral reef bottom-types worldwide and implications for coral reef remote sensing , 2003 .
[232] Holly K Kindsvater,et al. Ecology: Recovering the potential of coral reefs , 2015, Nature.
[233] Eric J. Hochberg,et al. Capabilities of remote sensors to classify coral, algae, and sand as pure and mixed spectra , 2003 .
[234] D. Bellwood,et al. Phase Shifts, Herbivory, and the Resilience of Coral Reefs to Climate Change , 2007, Current Biology.
[235] Sanaa Hobeichi,et al. Remote sensing of Qatar nearshore habitats with perspectives for coastal management. , 2016, Marine pollution bulletin.
[236] B. Hatcher,et al. Coral reef ecosystems: how much greater is the whole than the sum of the parts? , 1997, Coral Reefs.
[237] Chih-Hua Chang,et al. Development and evaluation of a genetic algorithm-based ocean color inversion model for simultaneously retrieving optical properties and bottom types in coral reef regions. , 2014, Applied optics.
[238] Autun Purser,et al. Sedimentation on the cold-water coral Lophelia pertusa: cleaning efficiency from natural sediments and drill cuttings. , 2011, Marine pollution bulletin.
[239] J. Gutt,et al. Semi-Automated Image Analysis for the Assessment of Megafaunal Densities at the Arctic Deep-Sea Observatory HAUSGARTEN , 2012, PloS one.
[240] Javier Del Ser,et al. A Coral Reefs Optimization algorithm for optimal mobile network deployment with electromagnetic pollution control criterion , 2014, Appl. Soft Comput..
[241] Nicholas A. J. Graham,et al. Local fishing influences coral reef fish behavior inside protected areas of the Indo-Pacific , 2015 .
[242] Andreas Christmann,et al. Support vector machines , 2008, Data Mining and Knowledge Discovery Handbook.
[243] N. Andrew,et al. Sampling and the description of spatial pattern in marine ecology , 1987 .
[244] D. Chessel,et al. ECOLOGICAL-NICHE FACTOR ANALYSIS: HOW TO COMPUTE HABITAT-SUITABILITY MAPS WITHOUT ABSENCE DATA? , 2002 .
[245] John C. Brock,et al. INTEGRATION OF CORAL REEF ECOSYSTEM PROCESS STUDIES AND REMOTE SENSING , 2006 .
[246] Robert van Woesik,et al. Coral reef texture classification using support vector machines , 2007, VISAPP.
[247] Robert P. Anderson,et al. Maximum entropy modeling of species geographic distributions , 2006 .
[248] Chuanmin Hu,et al. The 2002 ocean color anomaly in the Florida Bight: A cause of local coral reef decline? , 2003 .
[249] P. Dustan,et al. Remote sensing of coral reef community change on a remote coral atoll: Karang Kapota, Indonesia , 2006 .
[250] Mohammad Bagher Menhaj,et al. Training feedforward networks with the Marquardt algorithm , 1994, IEEE Trans. Neural Networks.
[251] David E. Goldberg,et al. Genetic Algorithms in Search Optimization and Machine Learning , 1988 .
[252] Scott F. Heron,et al. Caribbean Corals in Crisis: Record Thermal Stress, Bleaching, and Mortality in 2005 , 2010, PloS one.
[253] Riccardo Poli,et al. Particle swarm optimization , 1995, Swarm Intelligence.
[254] Hongming Zhou,et al. Extreme Learning Machine for Regression and Multiclass Classification , 2012, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).
[255] Lei Gao,et al. Ranking management strategies with complex outcomes: An AHP-fuzzy evaluation of recreational fishing using an integrated agent-based model of a coral reef ecosystem , 2012, Environ. Model. Softw..
[256] Malcolm R. Clark,et al. Effect of deepwater trawling on the macro-invertebrate assemblages of seamounts on the Chatham Rise, New Zealand , 2009 .
[257] H. Yamano,et al. The use of multi‐temporal satellite images to estimate intertidal reef‐flat topography , 2007 .