Remote sensing of algal blooms in inland waters using the matrix inversion method and semi empirical algorithms

Edited book (chapter)

Campbell, Glenn. 2013. "Remote sensing of algal blooms in inland waters using the matrix inversion method and semi empirical algorithms." Yang, Xiaojun and Li, Jonathon (ed.) Advances in mapping from remote sensor imagery. Boca Raton, FL. United States. CRC Press. pp. 279-308
Chapter Title

Remote sensing of algal blooms in inland waters using the matrix inversion method and semi empirical algorithms

Book Chapter CategoryEdited book (chapter)
ERA Publisher ID1624
3415
Book TitleAdvances in mapping from remote sensor imagery
Authors
AuthorCampbell, Glenn
EditorsYang, Xiaojun and Li, Jonathon
Page Range279-308
Chapter Number12
Number of Pages29
Year2013
PublisherCRC Press
Taylor & Francis
Place of PublicationBoca Raton, FL. United States
ISBN9781439874585
Web Address (URL)https://www.crcpress.com/Advances-in-Mapping-from-Remote-Sensor-Imagery-Techniques-and-Applications/Yang-Li/p/book/9781439874585
Abstract

Water resource managers have the responsibility to deliver water of sufficient quality to urban, agricultural and industrial users as well as maintaining the recreational and ecological amenity of the inland water bodies under their control. Remote sensing is a useful tool to allow managers to monitor the quality of water economically.

This chapter gives an overview of methods used to retrieve the chlorophyll a concentration in inland waters. It utilizes in situ radiometric observations and MERIS images of a tropical inland water impoundment, Burdekin Falls Dam, Australia in a case study of the performance of a semi analytical and four semi empirical algorithms. It finds that all the semi empirical algorithms could be successfully applied to in situ radiometric observations, but two fail when applied to simulated MERIS bands and MERIS images. The other two semi empirical approaches were successfully applied to the one MERIS image but failed when applied to another MERIS image. Although the semi-analytical approach resulted in a less accurate retrieval of chlorophyll a from the first image it managed to successfully invert both images successfully. The case study highlights the need to consider the implicit and explicit assumptions of any approach when applying it to a new environment.

Keywordsremote sensing; water quality; MERIS
ANZSRC Field of Research 2020370704. Surface water hydrology
401304. Photogrammetry and remote sensing
410404. Environmental management
Public Notes

Files associated with this item cannot be displayed due to copyright restrictions.

Byline AffiliationsSurveying and Land Information
Institution of OriginUniversity of Southern Queensland
Permalink -

https://research.usq.edu.au/item/q1w77/remote-sensing-of-algal-blooms-in-inland-waters-using-the-matrix-inversion-method-and-semi-empirical-algorithms

Log in to edit
  • 1932
    total views
  • 21
    total downloads
  • 1
    views this month
  • 0
    downloads this month

Export as

Related outputs

Review of Automatic Processing of Topography and Surface Feature Identification LiDAR Data Using Machine Learning Techniques
Gharineiat, Zahra, Tarsha Kurdi, Fayez and Campbell, Glenn. 2022. "Review of Automatic Processing of Topography and Surface Feature Identification LiDAR Data Using Machine Learning Techniques." Remote Sensing. 14 (19), pp. 1-24. https://doi.org/10.3390/rs14194685
Automatic Filtering of Lidar Building Point Cloud in Case of Trees Associated to Building Roof
Tarsha Kurdi, Fayez, Gharineiat, Zahra, Campbell, Glenn, Awrangjeb, Mohammad and Dey, Emon Kumar. 2022. "Automatic Filtering of Lidar Building Point Cloud in Case of Trees Associated to Building Roof." Remote Sensing. 14 (2), pp. 1-23. https://doi.org/10.3390/rs14020430
Full series algorithm of automatic building extraction and modelling from LiDAR data
Tarsha Kurdi, Fayez, Gharineiat, Zahra, Campbell, Glenn, Dey, Emon Kumar and Awrangjeb, Mohammad. 2021. "Full series algorithm of automatic building extraction and modelling from LiDAR data." Zhou, Jun, Salvado, Olivier, Sohel, Ferdous, Borges, Paulo and Wang, Shilin (ed.) 2021 International Conference on Digital Image Computing: Techniques and Applications (DICTA 2021). Gold Coast, Australia 29 Nov - 01 Dec 2021 United States.
MERIS Eastern Australia Time Series
Campbell, Glenn. MERIS Eastern Australia Time Series. Springfield. https://doi.org/10.26192/103r-ta60
Calculating positional and survey uncertainty for terrestrial observations
Campbell, Glenn. 2018. "Calculating positional and survey uncertainty for terrestrial observations." SSSI Northern Group Technical Seminar 2018. Bowen, Australia 04 - 05 May 2018
The Mine Island Aboriginal stone arrangements: spiritual responses to late Holocene change on the central Queensland coast
Barker, Bryce, Lamb, Lara and Campbell, Glenn. 2016. "The Mine Island Aboriginal stone arrangements: spiritual responses to late Holocene change on the central Queensland coast." Australian Archaeology. 82 (3), pp. 232-247. https://doi.org/10.1080/03122417.2016.1251725
The relationship between dissolved organic matter absorption and dissolved organic carbon in reservoirs along a temperate to tropical gradient
Hestir, Erin L., Brando, Vittorio, Campbell, Glenn, Dekker, Arnold and Malthus, Tim. 2015. "The relationship between dissolved organic matter absorption and dissolved organic carbon in reservoirs along a temperate to tropical gradient." Remote Sensing of Environment: an interdisciplinary journal. 156, pp. 395-402. https://doi.org/10.1016/j.rse.2014.09.022
Boundaries and the common law
Campbell, Glenn. 2013. "Boundaries and the common law." Graduate Surveyors Weekend Seminar 2013. Toowoomba, Australia 04 - 06 Oct 2013
Measuring the particulate backscattering of inland waters: a comparison of techniques
Campbell, Glenn and Phinn, Stuart R.. 2012. "Measuring the particulate backscattering of inland waters: a comparison of techniques." Shortis, M., Wagner, W. and Hyyppa, J. (ed.) 22nd International Society of Photogrammetry and Remote Sensing Congress (ISPRS 2012). Melbourne, Australia 25 Aug - 01 Sep 2012 London, United Kingdom. Copernicus GmbH.
A principles-based approach to cadastral reinstatement for Australian jurisdictions
Campbell, G.. 2011. "A principles-based approach to cadastral reinstatement for Australian jurisdictions." Journal of Spatial Science. 56 (1), pp. 15-25. https://doi.org/10.1080/14498596.2011.567409
Remote sensing of water quality in an Australian tropical freshwater impoundment using matrix inversion and MERIS images
Campbell, Glenn, Phinn, Stuart R., Dekker, Arnold G. and Brando, Vittorio E.. 2011. "Remote sensing of water quality in an Australian tropical freshwater impoundment using matrix inversion and MERIS images." Remote Sensing of Environment: an interdisciplinary journal. 115 (9), pp. 2402-2414. https://doi.org/10.1016/j.rse.2011.05.003
The particle swarm optimisation for spectral matching applied to inland water quality remote sensing
Campbell, G., Phinn, S., Dekker, A. and Brando, V.. 2011. "The particle swarm optimisation for spectral matching applied to inland water quality remote sensing." 34th International Symposium on Remote Sensing of Environment. Sydney, Australia 10 - 15 Apr 2011 Sydney, Australia.
Accuracy and precisions of water quality parameters retrieved from particle swarm optimisation in a sub-tropical lake
Campbell, Glenn and Phinn, Stuart R.. 2009. "Accuracy and precisions of water quality parameters retrieved from particle swarm optimisation in a sub-tropical lake." Bostater Jr, Charles R., Mertikas, Stelios P., Neyt, Xavier and Velez-Reyes, Miguel (ed.) SPIE 2009: Remote Sensing of the Ocean, Sea Ice, and Large Water Regions. Berlin, Germany 31 Aug - 03 Sep 2009 United States. https://doi.org/10.1117/12.829737
Dirty water: remote sensing of water quality in tropical and sub-tropical freshwater impoundments
Campbell, Glenn. 2011. Dirty water: remote sensing of water quality in tropical and sub-tropical freshwater impoundments. PhD Thesis Doctor of Philosophy. University of Queensland.
The specific inherent optical properties of three sub-tropical and tropical water reservoirs in Queensland, Australia
Campbell, Glenn, Phinn, Stuart R. and Daniel, Paul. 2011. "The specific inherent optical properties of three sub-tropical and tropical water reservoirs in Queensland, Australia." Hydrobiologia: the international journal on limnology and marine sciences. 658 (1), pp. 233-252. https://doi.org/10.1007/s10750-010-0476-4
An assessment of the accuracy and precision of water quality parameters retrieved with the matrix inversion method
Campbell, Glenn and Phinn, Stuart R.. 2010. "An assessment of the accuracy and precision of water quality parameters retrieved with the matrix inversion method." Limnology and Oceanography: Methods. 8, pp. 16-29. https://doi.org/10.4319/lom.2010.8.16
The Injune landscape collaborative project: an update on research activities
Lucas, Richard, Bunting, Peter, Armston, John, Lee, Alex and Campbell, Glenn. 2010. "The Injune landscape collaborative project: an update on research activities." Sparrow, Ben (ed.) 15th Australasian Remote Sensing and Photogrammetry Conference (ARSPC 2010). Alice Springs, Northern Territory 13 - 17 Sep 2010 Sydney, Australia.
A review of the quality of reinstatement in Queensland survey plans and identification plans
Campbell, Glenn. 2010. "A review of the quality of reinstatement in Queensland survey plans and identification plans." Queensland Surveying and Spatial Conference 2010 (QSSC 2010). Brisbane, Australia 01 - 03 Sep 2010 Brisbane, Australia.
The implementation of a competency based assessment system for applicants for a restrictive licence for cadastral surveying
Campbell, Glenn and Liddle, Jim. 2010. "The implementation of a competency based assessment system for applicants for a restrictive licence for cadastral surveying." Staiger, Rudolf (ed.) 24th International Federation of Surveyors International Congress (FIG 2010): Facing the Challenges - Building the Capacity. Sydney, Australia 11 - 16 Apr 2010 Sydney, Australia.
The efficacy of band weighting schemes for improving the accuracy and precision of water quality parameters estimated from MERIS and MODIS image data
Campbell, Glenn and Phinn, Stuart. 2008. "The efficacy of band weighting schemes for improving the accuracy and precision of water quality parameters estimated from MERIS and MODIS image data." 14th Australasian Remote Sensing and Photogrammetry Conference Incorporating the North Australian Remote Sensing and GIS Conference. Darwin, Australia 29 Sep - 03 Oct 2008 Australia.
Initial surveyor registration and endorsement in Queensland: how is it changing?
Campbell, Glenn. 2006. "Initial surveyor registration and endorsement in Queensland: how is it changing?" Combined 5th Trans Tasman Survey Conference and 2nd Queensland Spatial Industry Conference 2006: Land and Sea Spatially Connected - In a Tropical Hub. Cairns, Australia 18 - 23 Sep 2006 Cairns, Australia.