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Articles

Multi-scale, object-based image analysis for mapping geomorphic and ecological zones on coral reefs

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Pages 3768-3797 | Received 18 Jun 2010, Published online: 08 Dec 2011

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Pramaditya Wicaksono & Wahyu Lazuardi. (2018) Assessment of PlanetScope images for benthic habitat and seagrass species mapping in a complex optically shallow water environment. International Journal of Remote Sensing 39:17, pages 5739-5765.
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Crossref
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Crossref
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Crossref
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Crossref
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Crossref
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Crossref
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Crossref
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Crossref
Kristen T. Brown, Dorothea Bender‐Champ, Michelle Achlatis, Rene M. van der Zande, Andreas Kubicek, Storm B. Martin, Carolina Castro‐Sanguino, Sophie G. Dove & Ove Hoegh‐Guldberg. (2020) Habitat‐specific biogenic production and erosion influences net framework and sediment coral reef carbonate budgets. Limnology and Oceanography 66:2, pages 349-365.
Crossref
Bo Su, Jun Liu, Xin Su, Bin Luo & Qing Wang. (2021) CFCANet: A Complete Frequency Channel Attention Network for SAR Image Scene Classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 14, pages 11750-11763.
Crossref
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Crossref
Kristen T. Brown, Dorothea Bender-Champ, Ove Hoegh-Guldberg & Sophie Dove. (2020) Seasonal shifts in the competitive ability of macroalgae influence the outcomes of coral–algal competition. Royal Society Open Science 7:12, pages 201797.
Crossref
Katie T. Sievers, Eva C. McClure, Rene A. Abesamis & Garry R. Russ. (2020) Non‐reef habitats in a tropical seascape affect density and biomass of fishes on coral reefs. Ecology and Evolution 10:24, pages 13673-13686.
Crossref
Giovanni Chimienti, Attilio Di Nisio & Anna M.L. Lanzolla. (2020) Size/Age Models for Monitoring of the Pink Sea Fan Eunicella verrucosa (Cnidaria: Alcyonacea) and a Case Study Application. Journal of Marine Science and Engineering 8:11, pages 951.
Crossref
Len J. McKenzie & Rudi L. Yoshida. (2020) Over a decade monitoring Fiji's seagrass condition demonstrates resilience to anthropogenic pressures and extreme climate events. Marine Pollution Bulletin 160, pages 111636.
Crossref
Josh D. Butler, Sam J. Purkis, Ruqaiya Yousif, Ismail Al-Shaikh & Christopher Warren. (2020) A high-resolution remotely sensed benthic habitat map of the Qatari coastal zone. Marine Pollution Bulletin 160, pages 111634.
Crossref
Zachary Kornse & Ellen Wohl. (2020) Assessing restoration potential for beaver ( Castor canadensis ) in the semiarid foothills of the Southern Rockies, USA . River Research and Applications 36:9, pages 1932-1943.
Crossref
Mary K. Bennett, Nicolas Younes & Karen Joyce. (2020) Automating Drone Image Processing to Map Coral Reef Substrates Using Google Earth Engine. Drones 4:3, pages 50.
Crossref
Sante Francesco Rende, Alessandro Bosman, Rossella Di Mento, Fabio Bruno, Antonio Lagudi, Andrew D. Irving, Luigi Dattola, Luca Di Giambattista, Pasquale Lanera, Raffaele Proietti, Luca Parlagreco, Mascha Stroobant & Emilio Cellini. (2020) Ultra-High-Resolution Mapping of Posidonia oceanica (L.) Delile Meadows through Acoustic, Optical Data and Object-based Image Classification. Journal of Marine Science and Engineering 8:9, pages 647.
Crossref
Pramaditya Wicaksono & Prama Ardha Aryaguna. (2020) Analyses of inter-class spectral separability and classification accuracy of benthic habitat mapping using multispectral image. Remote Sensing Applications: Society and Environment 19, pages 100335.
Crossref
Tiit Kutser, John Hedley, Claudia Giardino, Chris Roelfsema & Vittorio E. Brando. (2020) Remote sensing of shallow waters – A 50 year retrospective and future directions. Remote Sensing of Environment 240, pages 111619.
Crossref
Qi Bi, Kun Qin, Han Zhang, Zhili Li & Kai Xu. (2020) RADC-Net: A residual attention based convolution network for aerial scene classification. Neurocomputing 377, pages 345-359.
Crossref
T Pragunanti, B Nababan, H Madduppa & D Kushardono. (2020) Accuracy assessment of several classification algorithms with and without hue saturation intensity input features on object analyses on benthic habitat mapping in the Pajenekang Island Waters, South Sulawesi. IOP Conference Series: Earth and Environmental Science 429, pages 012044.
Crossref
Alan S. Li, Ved Chirayath, Michal Segal-Rozenhaimer, Juan L. Torres-Perez & Jarrett van den Bergh. (2020) NASA NeMO-Net's Convolutional Neural Network: Mapping Marine Habitats with Spectrally Heterogeneous Remote Sensing Imagery. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 13, pages 5115-5133.
Crossref
Yaotong Cai, Meng Zhang & Hui Lin. (2020) Estimating the Urban Fractional Vegetation Cover Using an Object-Based Mixture Analysis Method and Sentinel-2 MSI Imagery. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 13, pages 341-350.
Crossref
Yanzhu Dong, Yongxue Liu, Chuanmin Hu & Bihua Xu. (2019) Coral reef geomorphology of the Spratly Islands: A simple method based on time-series of Landsat-8 multi-band inundation maps. ISPRS Journal of Photogrammetry and Remote Sensing 157, pages 137-154.
Crossref
Justin J. Gapper, Hesham El-Askary, Erik Linstead & Thomas Piechota. (2019) Coral Reef Change Detection in Remote Pacific Islands Using Support Vector Machine Classifiers. Remote Sensing 11:13, pages 1525.
Crossref
Sam J. Purkis, Arthur C. R. Gleason, Charlotte R. Purkis, Alexandra C. Dempsey, Philip G. Renaud, Mohamed Faisal, Steven Saul & Jeremy M. Kerr. (2019) High-resolution habitat and bathymetry maps for 65,000 sq. km of Earth’s remotest coral reefs. Coral Reefs 38:3, pages 467-488.
Crossref
Lifu Chen, Xianliang Cui, Zhenhong Li, Zhihui Yuan, Jin Xing, Xuemin Xing & Zhiwei Jia. (2019) A New Deep Learning Algorithm for SAR Scene Classification Based on Spatial Statistical Modeling and Features Re-Calibration. Sensors 19:11, pages 2479.
Crossref
Pramaditya Wicaksono, Prama Ardha Aryaguna & Wahyu Lazuardi. (2019) Benthic Habitat Mapping Model and Cross Validation Using Machine-Learning Classification Algorithms. Remote Sensing 11:11, pages 1279.
Crossref
Giovanni Chimienti, Attilio Di Nisio, Anna M. L. Lanzolla, Gregorio Andria, Angelo Tursi & Francesco Mastrototaro. (2019) Towards Non-Invasive Methods to Assess Population Structure and Biomass in Vulnerable Sea Pen Fields. Sensors 19:10, pages 2255.
Crossref
Hamish McGowan, Andrew Sturman, Melissa Saunders, Alison Theobald & Andrew Wiebe. (2019) Insights From a Decade of Research on Coral Reef—Atmosphere Energetics. Journal of Geophysical Research: Atmospheres 124:8, pages 4269-4282.
Crossref
Ashneel Ajay Singh, Anish Maharaj, Michelle Kumar, Priyatma Singh, Sanjay Singh, Frank E. Muller-Karger, Matthew McCarthy, Lionel Joseph, Herve Damlamian & Zulfikar Begg. (2019) Developing High Resolution Baseline Coast Resource Maps Using World View 2 Imagery for a Coastal Village in Fiji. Frontiers in Marine Science 6.
Crossref
Elizabeth M. P. Madin, Kristin Precoda, Alastair R. Harborne, Trisha B. Atwood, Chris M. Roelfsema & Osmar J. Luiz. (2019) Multi-Trophic Species Interactions Shape Seascape-Scale Coral Reef Vegetation Patterns. Frontiers in Ecology and Evolution 7.
Crossref
Luis A. Conti, Aaron Lim & Andrew J. Wheeler. (2019) High resolution mapping of a cold water coral mound. Scientific Reports 9:1.
Crossref
Sam J. Purkis. 2019. Encyclopedia of Ocean Sciences. Encyclopedia of Ocean Sciences 389 396 .
Michael Connor Koohafkan & Stanford Gibson. (2018) Geomorphic trajectory and landform analysis using graph theory: A panel data approach to quantitative geomorphology. Progress in Physical Geography: Earth and Environment 42:6, pages 679-696.
Crossref
Zhenjin Zhou, Lei Ma, Tengyu Fu, Ge Zhang, Mengru Yao & Manchun Li. (2018) Change Detection in Coral Reef Environment Using High-Resolution Images: Comparison of Object-Based and Pixel-Based Paradigms. ISPRS International Journal of Geo-Information 7:11, pages 441.
Crossref
Amir Iqbal, Waqas A. Qazi, Naeem Shahzad & Majid Nazeer. (2018) Identification and mapping of coral reefs using Landsat 8 OLI in Astola Island, Pakistan coastal ocean. Identification and mapping of coral reefs using Landsat 8 OLI in Astola Island, Pakistan coastal ocean.
William D. Harcourt, Robert A. Briers & Mark Huxham. (2018) The thin(ning) green line? Investigating changes in Kenya's seagrass coverage. Biology Letters 14:11, pages 20180227.
Crossref
A Anggoro, E Sumartono, V P Siregar, S B Agus, D Purnama, Supriyono, D A Puspitosari, T Listyorini, B Sulistyo & Parwito. (2018) Comparing Object-based and Pixel-based Classifications for Benthic Habitats Mapping in Pari Islands. Journal of Physics: Conference Series 1114, pages 012049.
Crossref
Pramaditya Wicaksono, Wahyu Lazuardi, Muhammad Kamal & Afif Al Hadi. (2018) Machine-learning regression for coral reef percentage cover mapping. Machine-learning regression for coral reef percentage cover mapping.
John D. Hedley, Chris Roelfsema, Vittorio Brando, Claudia Giardino, Tiit Kutser, Stuart Phinn, Peter J. Mumby, Omar Barrilero, Jean Laporte & Benjamin Koetz. (2018) Coral reef applications of Sentinel-2: Coverage, characteristics, bathymetry and benthic mapping with comparison to Landsat 8. Remote Sensing of Environment 216, pages 598-614.
Crossref
Despina Makri, Panagiotis Stamatis, Michaela Doukari, Apostolos Papakonstantinou, Christos Vasilakos & Konstantinos Topouzelis. (2018) Multi-scale seagrass mapping in satellite data and the use of UAS in accuracy assessment. Multi-scale seagrass mapping in satellite data and the use of UAS in accuracy assessment.
D. I. Perez, S. R. Phinn, C. M. Roelfsema, E. Shaw, L. Johnston & J. Iguel. (2018) Primary Production and Calcification Rates of Algae‐Dominated Reef Flat and Seagrass Communities. Journal of Geophysical Research: Biogeosciences 123:8, pages 2362-2375.
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Syamsul Bahri Agus, Tarlan Subarno & Adriani Sunuddin. (2018) Formulating marine sanctuary designation for sustainable management of blue swimming crab in Lancang Island, Kepulauan Seribu. IOP Conference Series: Earth and Environmental Science 176, pages 012029.
Crossref
V P Siregar, N W Prabowo, S B Agus & T Subarno. (2018) The effect of atmospheric correction on object based image classification using SPOT-7 imagery: a case study in the Harapan and Kelapa Islands. IOP Conference Series: Earth and Environmental Science 176, pages 012028.
Crossref
F Hidayat, A W Rudiastuti & N Purwono. (2018) GEOBIA an (Geographic) Object-Based Image Analysis for coastal mapping in Indonesia: A Review . IOP Conference Series: Earth and Environmental Science 162, pages 012039.
Crossref
Gejo Anna Geevarghese, B. Akhil, G. Magesh, P. Krishnan, R. Purvaja & R. Ramesh. (2018) A comprehensive geospatial assessment of seagrass distribution in India. Ocean & Coastal Management 159, pages 16-25.
Crossref
Eghbert Elvan Ampou, Sylvain Ouillon & Serge Andréfouët. (2018) Challenges in rendering Coral Triangle habitat richness in remotely sensed habitat maps: The case of Bunaken Island (Indonesia). Marine Pollution Bulletin 131, pages 72-82.
Crossref
Daniel Ierodiaconou, Alexandre C. G. Schimel, David Kennedy, Jacquomo Monk, Grace Gaylard, Mary Young, Markus Diesing & Alex Rattray. (2018) Combining pixel and object based image analysis of ultra-high resolution multibeam bathymetry and backscatter for habitat mapping in shallow marine waters. Marine Geophysical Research 39:1-2, pages 271-288.
Crossref
Kristen T. Brown, Dorothea Bender-Champ, Andreas Kubicek, Rene van der Zande, Michelle Achlatis, Ove Hoegh-Guldberg & Sophie G. Dove. (2018) The Dynamics of Coral-Algal Interactions in Space and Time on the Southern Great Barrier Reef. Frontiers in Marine Science 5.
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Hassan Mohamed, Kazuo Nadaoka & Takashi Nakamura. (2018) Assessment of Machine Learning Algorithms for Automatic Benthic Cover Monitoring and Mapping Using Towed Underwater Video Camera and High-Resolution Satellite Images. Remote Sensing 10:5, pages 773.
Crossref
Rongyong Huang, Kefu Yu, Yinghui Wang, Wenhuan Wang, Lin Mu & Jikun Wang. (2018) Method to design a live coral cover sensitive index for multispectral satellite images. Optics Express 26:10, pages A374.
Crossref
Chris Roelfsema, Eva Kovacs, Juan Carlos Ortiz, Nicholas H. Wolff, David Callaghan, Magnus Wettle, Mike Ronan, Sarah M. Hamylton, Peter J. Mumby & Stuart Phinn. (2018) Coral reef habitat mapping: A combination of object-based image analysis and ecological modelling. Remote Sensing of Environment 208, pages 27-41.
Crossref
A.Y. Annie Lau, James P. Terry, Alan Ziegler, Arti Pratap & Daniel Harris. (2018) Boulder emplacement and remobilisation by cyclone and submarine landslide tsunami waves near Suva City, Fiji. Sedimentary Geology 364, pages 242-257.
Crossref
Rodrigo Garcia, Zhongping Lee & Eric Hochberg. (2018) Hyperspectral Shallow-Water Remote Sensing with an Enhanced Benthic Classifier. Remote Sensing 10:1, pages 147.
Crossref
Sam J. Purkis. (2018) Remote Sensing Tropical Coral Reefs: The View from Above. Annual Review of Marine Science 10:1, pages 149-168.
Crossref
Roselyn Naidu, Frank Muller-Karger & Mathew McCarthy. 2018. Climate Change Impacts and Adaptation Strategies for Coastal Communities. Climate Change Impacts and Adaptation Strategies for Coastal Communities 337 355 .
M Hafizt, M D M Manessa, N S Adi & B Prayudha. (2017) Benthic Habitat Mapping by Combining Lyzenga’s Optical Model and Relative Water Depth Model in Lintea Island, Southeast Sulawesi. IOP Conference Series: Earth and Environmental Science 98, pages 012037.
Crossref
Tamir Caras, John Hedley & Arnon Karnieli. (2017) Implications of sensor design for coral reef detection: Upscaling ground hyperspectral imagery in spatial and spectral scales. International Journal of Applied Earth Observation and Geoinformation 63, pages 68-77.
Crossref
Gong Cheng, Junwei Han & Xiaoqiang Lu. (2017) Remote Sensing Image Scene Classification: Benchmark and State of the Art. Proceedings of the IEEE 105:10, pages 1865-1883.
Crossref
D. E. P. Bryant, A. Rodriguez‐Ramirez, S. Phinn, M. González‐Rivero, K. T. Brown, B. P. Neal, O. Hoegh‐Guldberg & S. Dove. (2017) Comparison of two photographic methodologies for collecting and analyzing the condition of coral reef ecosystems. Ecosphere 8:10.
Crossref
Guizhou Zheng, Feng Chen & Yonglin Shen. (2017) Detecting the water depth of the South China Sea reef area from WorldView-2 satellite imagery. Earth Science Informatics 10:3, pages 331-337.
Crossref
Gregory P. Asner, Roberta E. Martin & Joseph Mascaro. (2017) Coral reef atoll assessment in the South China Sea using Planet Dove satellites. Remote Sensing in Ecology and Conservation 3:2, pages 57-65.
Crossref
Xiuling Zuo, Fenzhen Su, Huanting Zhao, Junjue Zhang, Qi Wang & Di Wu. (2016) Regional hard coral distribution within geomorphic and reef flat ecological zones determined by satellite imagery of the Xisha Islands, South China Sea. Chinese Journal of Oceanology and Limnology 35:3, pages 501-514.
Crossref
Vivitskaia J. Tulloch, Carissa J. Klein, Stacy D. Jupiter, Ayesha I.T. Tulloch, Chris Roelfsema & Hugh P. Possingham. (2017) Trade-offs between data resolution, accuracy, and cost when choosing information to plan reserves for coral reef ecosystems. Journal of Environmental Management 188, pages 108-119.
Crossref
Nandini Ray Chaudhury. 2017. Wetland Science. Wetland Science 449 461 .
Jingping Xu, Jianhua Zhao, Fang Li, Lin Wang, Derui Song, Shiyong Wen, Fei Wang & Ning Gao. (2016) Object-based image analysis for mapping geomorphic zones of coral reefs in the Xisha Islands, China. Acta Oceanologica Sinica 35:12, pages 19-27.
Crossref
Markus Diesing, Peter Mitchell & David Stephens. (2016) Image-based seabed classification: what can we learn from terrestrial remote sensing?. ICES Journal of Marine Science: Journal du Conseil 73:10, pages 2425-2441.
Crossref
René Baumstark, Renee Duffey & Ruiliang Pu. (2016) Mapping seagrass and colonized hard bottom in Springs Coast, Florida using WorldView-2 satellite imagery. Estuarine, Coastal and Shelf Science 181, pages 83-92.
Crossref
Gong Cheng & Junwei Han. (2016) A survey on object detection in optical remote sensing images. ISPRS Journal of Photogrammetry and Remote Sensing 117, pages 11-28.
Crossref
Hamish A. McGowan, Mellissa C. MacKellar & Michael A. Gray. (2016) Direct measurements of air‐sea CO 2 exchange over a coral reef . Geophysical Research Letters 43:9, pages 4602-4608.
Crossref
A’an J. Wahyudi, Susi Rahmawati, Bayu Prayudha, M. Riza Iskandar & Tri Arfianti. (2016) Vertical carbon flux of marine snow in Enhalus acoroides -dominated seagrass meadows. Regional Studies in Marine Science 5, pages 27-34.
Crossref
Jennifer C. Selgrath, Chris Roelfsema, Sarah E. Gergel & Amanda C. J. Vincent. (2016) Mapping for coral reef conservation: comparing the value of participatory and remote sensing approaches. Ecosphere 7:5.
Crossref
John Hedley, Brandon Russell, Kaylan Randolph & Heidi Dierssen. (2016) A physics-based method for the remote sensing of seagrasses. Remote Sensing of Environment 174, pages 134-147.
Crossref
John Hedley, Chris Roelfsema, Iliana Chollett, Alastair Harborne, Scott Heron, Scarla Weeks, William Skirving, Alan Strong, C. Eakin, Tyler Christensen, Victor Ticzon, Sonia Bejarano & Peter Mumby. (2016) Remote Sensing of Coral Reefs for Monitoring and Management: A Review. Remote Sensing 8:2, pages 118.
Crossref
Luisa Teixeira, John Hedley, Aurélie Shapiro & Kathryn Barker. (2016) Comparison of Two Independent Mapping Exercises in the Primeiras and Segundas Archipelago, Mozambique. Remote Sensing 8:1, pages 52.
Crossref
Joseph Maina, Kendall Jones, Christina Hicks, Tim McClanahan, James Watson, Arthur Tuda & Serge Andréfouët. (2015) Designing Climate-Resilient Marine Protected Area Networks by Combining Remotely Sensed Coral Reef Habitat with Coastal Multi-Use Maps. Remote Sensing 7:12, pages 16571-16587.
Crossref
Steven Saul & Sam Purkis. (2015) Semi-Automated Object-Based Classification of Coral Reef Habitat using Discrete Choice Models. Remote Sensing 7:12, pages 15894-15916.
Crossref
Yang Shu, Hong Tang, Jing Li, Ting Mao, Shi He, Adu Gong, Yunhao Chen & Hongyue Du. (2015) Object-Based Unsupervised Classification of VHR Panchromatic Satellite Images by Combining the HDP and IBP on Multiple Scenes. IEEE Transactions on Geoscience and Remote Sensing 53:11, pages 6148-6162.
Crossref
Miguel Costa Leal, Bruno Jesus, João Ezequiel, Ricardo Calado, Rui Jorge Miranda Rocha, Paulo Cartaxana & João Serôdio. (2014) Concurrent imaging of chlorophyll fluorescence, Chlorophyll a content and green fluorescent proteins‐like proteins of symbiotic cnidarians . Marine Ecology 36:3, pages 572-584.
Crossref
Kevan Moffett, William Nardin, Sonia Silvestri, Chen Wang & Stijn Temmerman. (2015) Multiple Stable States and Catastrophic Shifts in Coastal Wetlands: Progress, Challenges, and Opportunities in Validating Theory Using Remote Sensing and Other Methods. Remote Sensing 7:8, pages 10184-10226.
Crossref
J.X. Leon, Chris M. Roelfsema, Megan I. Saunders & Stuart R. Phinn. (2015) Measuring coral reef terrain roughness using ‘Structure-from-Motion’ close-range photogrammetry. Geomorphology 242, pages 21-28.
Crossref
Oscar Beijbom, Peter J. Edmunds, Chris Roelfsema, Jennifer Smith, David I. Kline, Benjamin P. Neal, Matthew J. Dunlap, Vincent Moriarty, Tung-Yung Fan, Chih-Jui Tan, Stephen Chan, Tali Treibitz, Anthony Gamst, B. Greg Mitchell & David Kriegman. (2015) Towards Automated Annotation of Benthic Survey Images: Variability of Human Experts and Operational Modes of Automation. PLOS ONE 10:7, pages e0130312.
Crossref
F. Eugenio, J. Marcello & J. Martin. (2015) High-Resolution Maps of Bathymetry and Benthic Habitats in Shallow-Water Environments Using Multispectral Remote Sensing Imagery. IEEE Transactions on Geoscience and Remote Sensing 53:7, pages 3539-3549.
Crossref
Caiyun Zhang. (2015) Applying data fusion techniques for benthic habitat mapping and monitoring in a coral reef ecosystem. ISPRS Journal of Photogrammetry and Remote Sensing 104, pages 213-223.
Crossref
Rebecca Albright, Jessica Benthuysen, Neal Cantin, Ken Caldeira & Ken Anthony. (2015) Coral reef metabolism and carbon chemistry dynamics of a coral reef flat. Geophysical Research Letters 42:10, pages 3980-3988.
Crossref
Megan I. Saunders, Elisa Bayraktarov, Chris M. Roelfsema, Javier X. Leon, Jimena Samper-Villarreal, Stuart R. Phinn, Catherine E. Lovelock & Peter J. Mumby. (2015) Spatial and temporal variability of seagrass at Lizard Island, Great Barrier Reef. Botanica Marina 58:1, pages 35-49.
Crossref
Johannes Schlesinger. 2015. OpenStreetMap in GIScience. OpenStreetMap in GIScience 295 315 .
Maria Zoffoli, Robert Frouin & Milton Kampel. (2014) Water Column Correction for Coral Reef Studies by Remote Sensing. Sensors 14:9, pages 16881-16931.
Crossref
Ian Leiper, Stuart Phinn, Chris Roelfsema, Karen Joyce & Arnold Dekker. (2014) Mapping Coral Reef Benthos, Substrates, and Bathymetry, Using Compact Airborne Spectrographic Imager (CASI) Data. Remote Sensing 6:7, pages 6423-6445.
Crossref
Anders Knudby, Lina Mtwana Nordlund, Gustav Palmqvist, Karolina Wikström, Alan Koliji, Regina Lindborg & Martin Gullström. (2014) Using multiple Landsat scenes in an ensemble classifier reduces classification error in a stable nearshore environment. International Journal of Applied Earth Observation and Geoinformation 28, pages 90-101.
Crossref
Allen Pope & W. Gareth Rees. (2014) Impact of spatial, spectral, and radiometric properties of multispectral imagers on glacier surface classification. Remote Sensing of Environment 141, pages 1-13.
Crossref
Zhijian Huang, Jinfang Zhang & Fanjiang Xu. (2014) A novel multi-scale relative salience feature for remote sensing image analysis. Optik 125:1, pages 516-520.
Crossref
Daniel Kachelriess, Martin Wegmann, Matthew Gollock & Nathalie Pettorelli. (2014) The application of remote sensing for marine protected area management. Ecological Indicators 36, pages 169-177.
Crossref
Anders Knudby, Simon J. Pittman, Joseph Maina & Gwilym Rowlands. 2014. Remote Sensing and Modeling. Remote Sensing and Modeling 103 134 .
Thomas R. Allen. 2014. Remote Sensing and Modeling. Remote Sensing and Modeling 405 428 .
Caiyun Zhang, Donna Selch, Zhixiao Xie, Charles Roberts, Hannah Cooper & Ge Chen. (2013) Object-based benthic habitat mapping in the Florida Keys from hyperspectral imagery. Estuarine, Coastal and Shelf Science 134, pages 88-97.
Crossref
Karen Joyce, Stuart Phinn & Chris Roelfsema. (2013) Live Coral Cover Index Testing and Application with Hyperspectral Airborne Image Data. Remote Sensing 5:11, pages 6116-6137.
Crossref
Fleur Visser, Caroline Wallis & Anne M. Sinnott. (2013) Optical remote sensing of submerged aquatic vegetation: Opportunities for shallow clearwater streams. Limnologica 43:5, pages 388-398.
Crossref
T. Caras & A. Karnieli. (2013) Ground-level spectroscopy analyses and classification of coral reefs using a hyperspectral camera. Coral Reefs 32:3, pages 825-834.
Crossref
Damaris Torres-Pulliza, Joanne R. Wilson, Arief Darmawan, Stuart J. Campbell & Serge Andréfouët. (2013) Ecoregional scale seagrass mapping: A tool to support resilient MPA network design in the Coral Triangle. Ocean & Coastal Management 80, pages 55-64.
Crossref
K. R. N. Anthony, G. Diaz-Pulido, N. Verlinden, B. Tilbrook & A. J. Andersson. (2013) Benthic buffers and boosters of ocean acidification on coral reefs. Biogeosciences 10:7, pages 4897-4909.
Crossref
Vivitskaia J. Tulloch, Hugh P. Possingham, Stacy D. Jupiter, Chris Roelfsema, Ayesha I.T. Tulloch & Carissa J. Klein. (2013) Incorporating uncertainty associated with habitat data in marine reserve design. Biological Conservation 162, pages 41-51.
Crossref
Javier X. Leon & Colin D. Woodroffe. (2013) Morphological characterisation of reef types in Torres Strait and an assessment of their carbonate production. Marine Geology 338, pages 64-75.
Crossref
Mellissa C. MacKellar, Hamish A. McGowan, Stuart R. Phinn & Joshua S. Soderholm. (2012) Observations of Surface Energy Fluxes and Boundary-Layer Structure Over Heron Reef, Great Barrier Reef, Australia. Boundary-Layer Meteorology 146:2, pages 319-340.
Crossref
Tom Bridge, Robin Beaman, Terry Done & Jody Webster. (2012) Predicting the Location and Spatial Extent of Submerged Coral Reef Habitat in the Great Barrier Reef World Heritage Area, Australia. PLoS ONE 7:10, pages e48203.
Crossref
Mellissa C. MacKellar, Hamish A. McGowan & Stuart R. Phinn. (2012) Spatial Heterogeneity of Air–Sea Energy Fluxes over a Coral Reef—Heron Reef, Australia. Journal of Applied Meteorology and Climatology 51:7, pages 1353-1370.
Crossref
Gwilym Rowlands, Sam Purkis, Bernhard Riegl, Liisa Metsamaa, Andrew Bruckner & Philip Renaud. (2012) Satellite imaging coral reef resilience at regional scale. A case-study from Saudi Arabia. Marine Pollution Bulletin 64:6, pages 1222-1237.
Crossref

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