Abstract
Red tide, an impermanent natural phenomenon including harmful algal blooms, causes changing the color of the sea generally to red or almost brown, and has a serious impact on environment along the coast and aquatic ecosystem. Due to recent extensive steady harmful algal blooms events that cause adverse impacts on human healthsome, aquaculture and tourism industry, and the entire economy of the coastal region, the need of society for realizing these phenomena is much greater than the past. In the recent decades, consideration of algal blooms and determination of bloom-former species and fundamental researches about dynamics of blooms are increased worldwide. Development in technology has increased our abilities in monitoring oceans and has provided new opportunities for blooms identification as well as defining the biological, physical and chemical parameters that lead to algae beginning, expansion and disappearance. In spite of these rapidly developing observational capabilities, harmful algal blooms’ proceedings will carry on to be undersampled for the foreseeable future, due to their spacious spaced and temporal coverage. Therefore, reliance on models to help interpreting observations is necessary. To watch red tides, there are different methods: field observation and using sampling data, satellite-based studies, laboratory studies, modeling. (This item includes complex numerical models, conceptual models, simple analytic formula, semi-empirical models and aggregated box models or zero-dimensional models.) This paper proposes different observation and prediction methods ever used worldwide.
Similar content being viewed by others
References
Anderson MD (1994) Red tides. Sci Am J 271(2):52–58
Asadi A (2011) Harmful algae. Available from http://www.khzshilat.ir/fa/article/10. Accessed 1 Nov 2018
Astani S, Agah H (2012) Algal bloom (red tide) and its environmental effects. In: The sixth national conference and exhibition of environmental engineering, Tehran
Azov Y (1986) Seasonal pattern of phytoplankton productivity and abundance in nearshore oligotrophic waters of the Levant Basin (Mediterranean). J Plankton Res 8(1):41–53
Bahrami Rad A (2013) Algae bloom and its importance in aquatic ecosystems. Available from http://www.newposeidon.blogfa.com/post-57.aspx. Accessed 1 Nov 2018
Biello D (2008) Oceanic dead zones continue to spread. Available from https://www.scientificamerican.com/article/oceanic-dead-zones-spread/. Accessed 1 Nov 2018
Blauw A, Los H, Huisman J, Peperzak L (2010) Nuisance foam events and Phaeocystis globosa blooms in Dutch Coastal waters analyzed with fuzzy logic. J Mar Syst 83:115–126
Carlowicz M (2006) Building a computer model to forecast red tides. Oceanus Mag. 45(2). Available from http://www.whoi.edu/oceanus/feature/building-a-computer–model-to-forecast-red-tides. Accessed 1 Nov 2018
Clarke T (2003) Robot gliders to watch red tides, published in Nature, https://doi.org/10.1038/news030120-6. Available from http://www.nature.com/news/2003/030123/full/news030120-6.html. Accessed 1 Nov 2018
Cullen JJ, MacIntyre JG (1998) Behaviour, physiology and the niche of depth-regulating. In: Anderson DM, Cembella AD, Hallegraeff GM (eds) Physiological ecology of harmful algal blooms. Springer, Berlin, p 559e579
Daily Express (2013) Two Red tide deaths in sabah. Available from http://www.dailyexpress.com.my/news.cfm?NewsID=83846. Accessed 1 Nov 2018
Di Toro DM (1974) Vertical interactions in phytoplankton populations- an asymptotic eigenvalue analysis (IFYGL). Environmental Engineering and Science Graduate Program, Manhattan College, Bronx, New York
Ebrahimi M (2015) Algae bloom monitoring in Persian Gulf and Oman Sea (Hormozgan waters). Persian Gulf & Oman Sea Ecological Research Institute, Bandar Abbas
Ebrahimzade S, Hajizade Zaker N (2012) Red tide study using artificial neural network in Persian Gulf and Oman Sea. In: The sixth national conference and exhibition of environmental engineering, Tehran
ECOWATCH (2016) 23 Million salmon dead due to toxic algal bloom in Chile. Available from https://www.ecowatch.com/23-million-salmon-dead-due-to-toxic-algal-bloom-in-chile-1882188276.html. Accessed 1 Nov 2018
EPA (2017) Chesapeake Bay total maximum daily load (TMDL). Available from https://www.epa.gov/chesapeake-bay-tmdl/chesapeake-bay-tmdl-fact-sheet. Accessed 1 Nov 2018
Farman Ara M, Hosseini Balam F, Hasanzade E (2012) Numerical Simulation of subsurface flow effects on the distribution of red tide phenomenon in the Persian Gulf. In: The tenth international conference on coasts, ports and marine structures, Tehran
FDACS (2017) Background and monitoring program for Florida red tide. Available from https://www.freshfromflorida.com/content/download/5657/97320/FDACS-P-00080.pdf. Accessed 1 Nov 2018
Flynn KJ (2010) Do external resource ratios matter? Implications for modeling eutrophication events and controlling harmful algal blooms, J Mar Syst 83:170–180
Forbus K (1984) Qualitative process theory. Artif Intell 24:85–168
Gasiunaite ZR, Cardoso AC, Heiskanen AS, Henrikson P, Kauppila P, Olenina I, Pilkaityte R, Purian I, Razinkovas A, Sagert S, Schubelt H, Wasmund N (2005) Seasonality of costal phytoplankton in the Baltic sea: influence of Salinity and eutrophication. Eustuarin Coast Shelf Sci 65:239–252
Glibert PM, Allen JI, Bouwman AF, Brown CW, Flynn KJ, Lewitus AJ, Madden CJ (2010) Modeling of HABs and eutrophication: status, advances, challenges. J Mar Syst 83:262–275
Hamzeie S (2010) Red tide development study in the Persian Gulf and Oman Sea using MODIS remote sensing data. In:The ninth international conference on coasts, ports and marine structures, Tehran
Hamzeie S (2012) Field observation and numerical modeling of red tide development in the north part of Hormoz Strait. Thesis, Science and Technology University, Iran
Heller, U., Struss, P., Guerrin, F., Roque, W. (1995) A qualitative modeling approach to algal bloom prediction; Available at https://pdfs.semanticscholar.org/a3b3/c1e644cf66639f23ce302657d8ad87ef7b6b.pdf
Hense I (2010) Approaches to model the life cycle of harmful algae. J Mar Syst 83:108–114
Hodgkiss IJ, Ho KC (1997) Are changes in N: P ratios in coastal waters the key to increased red tide blooms? Hydrobiologia 352:141e147
Huang J, Liu H, Yin K (2018) Effects of meteorological factors on the temporal distribution of red tides in Tolo Harbour, Hong Kong. Mar Pollut Bull 126:419–427
Huisman J, van Oostveen P, Weissing FJ (1999) Critical depth and critical turbulence: two different mechanisms for the development of phytoplankton blooms. Limnol Oceanogr 44:1781e1787
International Maritime Organization (2014a) Aquatic Invasive Species (AIS), Available from http://www.imo.org/en/OurWork/Environment/BallastWaterManagement/Pages/AquaticInvasiveSpecies(AIS).aspx. Accessed 1 Nov 2018
International Maritime Organization (2014b) ballast water management, Available from http://www.imo.org/en/OurWork/Environment/BallastWaterManagement/Pages/Default.aspx. Accessed 1 Nov 2018
Iranian Harmful Algal Blooms Defence Committee (2016) harmful Algal blooms. Available from http://www.harmfulalgalblooms.ir/en/. Accessed 1 Nov 2018
Jeong HJ, Lim AS, Franks PJS, Lee KH, Kim JH, Kang NS, Lee MJ, Jang SH, Lee SY, Yoon EY, Park JY, Yoo YD, Seong KA, Kwona JE, Jang TY (2015) A hierarchy of conceptual models of red-tide generation: nutrition, behavior, and biological interactions. Harmful Algae 47:97–115
Kierstead H, Slobodkin LB (1953) The size of water masses containing plankton bloom, Journal of Marine Research 12:141–147
Kiyani Moghadam M, Nour Amin AS, Atabak N (2014) environmental impact of discharging of ballast water on marine ecosystems. Available from http://quartely9.blogsky.com/asar. Accessed 20 Jan 2017
Lee JHW, Hodgkiss IJ, Wong KTM, Lam IHY (2005) Real time observations of coastal algal blooms by an early warning system. Estuarine Coast Shelf Sci 65:172e190
Li Y, Smaydam T (2000) Heterosigma akashiwo (Raphidophyceae): on prediction of the week of bloom initiation and maximum during the initial pulse of its bimodal bloom cycle in Narragansett Bay. Plankto Biol Ecol 47(2):80–84
Llebot C, Spitz YH, Solé J, Estrada M (2010) The role of inorganic nutrients and dissolved organic phosphorus in the phytoplankton dynamics of a Mediterranean Bay: a modeling study. J Mar Syst 83:192–209
Mahin Abdollahzadeh E, Karbassi AR, Attaran Farıman G, Nıazmand S (2017) Modeling the dispersion of harmful algal bloom (HAB) in the coastal area of Oman Sea. In: 15th International conference on environmental science and technology, Rhodes
Malaei Tavana H, Behpoor S, Changizi M, Karimi H (2008) Investigate the reinforcing factors in forming and occurrence of harmful algal bloom. In: National conference on human, environment and sustainable development, Hamedan
Margalef R (1978) Life form of phytoplankton as survival alternatives in an unstable environment. Oceanologica Acta 1:493e509
McGillicuddy DJ (2010) Models of harmful algal blooms: conceptual, empirical, and numerical approaches. Journal of Marine Systems 83(3–4):105–107
Milstein M (2015) NOAA Fisheries mobilizes to gauge unprecedented West Coast toxic algal bloom. Available from https://www.nwfsc.noaa.gov/news/features/west_coast_algal_bloom/index.cfm. Accessed 1 Nov 2018
Mohammadi H (2008) Red tide. Available at http://hamedmohamadi63.blogfa.com/post-27.aspx. Accessed 1 Nov 2018
Nabi Zadeh F, Jafari A, Soltani S (2009) Investigating the effects of biological and non-biological factors on reducing cochlodinium polykrikoides algal Bloom. In: International conference on Persian Gulf, Islamic Azad University, Bushehr Branch
National Oceanic and Atmospheric Administration (NOAA) (2016) What is a harmful algal bloom? Available from http://www.noaa.gov/what-is-harmful-algal-bloom. Accessed 1 Nov 2018
Nova Scotia museum- the poison plant patch (2017) Red tides. Available from https://novascotia.ca/museum/poison/?section=species&id=126. Accessed 1 Jul 2018
OSPAR COMMISSION (2009) Assessment of the impacts of shipping on the marine environment, ISBN 978-1-906840-80-8, Publication Number: 440/2009
Park S, Lee Y, Lee SR (2013) Forecasting red tide using ensemble method. Inter J Softw Eng Appl 7(5):145–152
Peebles EB (2016) Why toxic algae blooms like Florida’s are so dangerous to people and wildlife. Available from https://www.huffingtonpost.com/the-conversation-us/why-toxic-algae-blooms-li_b_11082734.html. Accessed 1 Nov 2018
Peinert R, Saure A, Stegmann P, Stien C, Haardt H, Smetacek V (1982) Dynamics of primary production and sedimentation in a coastal ecosystem. Neth J Sea Res 16:276–289
Persian Gulf Tropical Medicine Research Center (2014) Toxicology and poisoning seafood. Available from http://pgtmrc.bpums.ac.ir/Fa/DynPages-2397.htm. Accessed 1 Nov 2018
Polat S, Akiz A, Olgunoglu MP (2005) Daily variation of coastal phytoplankton Assemblages in Summer condition of the northeastern mediterian (Bay of iskenderun). Pak J Bot 37(3):715–724
Raaymakers S, Gould L (2014) Ten of the most unwanted poster. Available from http://globallast.imo.org/wp-content/uploads/2015/01/TenMostWanted_English.pdf. Accessed 1 Nov 2018
Raine R, McDermott G, Silke J, Lyons K, Nolan G, Cusack C (2010) A simple short range model for the prediction of harmful algal events in the bays of southwestern Ireland. J Marine Syst 83(3–4):150–157
Rezaee H, Kabiri K (2009) Research project of national oceangraphic center, Study red tide phenomenon tracking in the Bandar Abbas coastal waters and Qeshm and Hormuz Islands
Riley GA, Stommel H, Bumpus DF (1949) Quantitative ecology of the plankton of the western North Atlantic. Bull Bingham Oceanogr Collect Yale Univ 12:1e169
Roiha R, Westerlund A, Nummelin A, Stipa T (2010) Ensemble forecasting of harmful algal blooms in the Baltic Sea. J Marine Syst 83(3):210–220. https://doi.org/10.1016/j.jmarsys.2010.02.015
Sadeghi Mazidi S, Ahmadi MR, Taherizadeh MR (2011) The seasonal changes in phytoplankton population and environmental factors in winter and spring in Bandar Abbas coastal waters. Fish Aquat J 5:13–21
Savvidis ΥG, Patoucheas DP, Nikolaidis G, Koutitas CG (2011) Modeling the dispersion of harmful algal bloom (HAB) in the Thermaikos Gulf (NW Aegean Sea). Glob NEST J 13(2):119–129
Seddigh Marvasti S (2016) Numerical simulation for investigating effective factors and different mechanisms of red tide in the Oman Sea. Thesis, Science and Technology University, Iran
Seddigh Marvasti S, Layeghi B, Ali Akbari Bidokhti A, Hamzeie S (2012) Investigating red tide phenomenon in the Persian Gulf and Oman Sea with the PROBE software. In: The tenth international conference on coasts, ports and marine structures, Tehran
Skellam JG (1951) Random dispersal in theoretical populations. Biometrika 38:196–218
Shams F (2009) The effects of harmful algal bloom in an interview with the head of the Iranian Fisheries Research Organization. Port Sea Mag 23:120–122
Sverdrup HU (1953) On conditions for the vernal blooming of phytoplankton. ICSE J Mar Sci 18:287e295
Taghavi L, Abbaspour M (2012) The determinative factors for modeling and management of red tide in the Persian Gulf. In: The first international conference of environmental and geopolitical Persian Gulf
The Press Democrat (2015) Dog dies on Russian River, tests positive for toxic algae. Available from http://www.pressdemocrat.com/news/4425912-181/dog-dies-in-russian-river?artslide=0. Accessed 1 Nov 2018
Vahedi M (2009) Red tide threat. Port Sea Mag 23:116–119
Vollenweider RA (1992) Coastal marine eutrophication. In: Vollenweider RA, Marchetti R, Viviani R (eds) Marine coastal eutrophication. Elsevier, London, pp 1–20
Wang J, Tang D (2010) Winter phytoplankton bloom induced by subsurface upwelling and mixed layer entrainment south of Luzon Strait. J Mar Syst 83:141–149
WHOI (2015) Distribution of HABs throughout the World. Available from http://www.whoi.edu/cms/images/PSP_worldmap_1970_2015_422437.jpg. Accessed 1 Nov 2018
Wikipedia (2017a) Red tide. Available from https://en.wikipedia.org/wiki/Red_tide. Accessed 1 Nov 2018
Wikipedia (2017b) Hurmful algal bloom. Available from https://en.wikipedia.org/wiki/Harmful_algal_bloom. Accessed 1 Nov 2018
Wikipedia (2018) Algal blooms, notable occurrences. Available from https://en.wikipedia.org/wiki/Algal_bloom. Accessed 1 Nov 2018
Wong KTM (2004) Red tides and algal blooms in subtropical Hong Kong waters: field observations and Lagrangian modeling. Ph.D. thesis, The University of Hong Kong, Hong Kong
Wong KTM, Lee JHW, Hodgkiss IJ (2007) A simple model for forecast of coastal algal blooms, ScienceDirect
Xu J, Yin K, Liu H, Lee J, Anderson D, Ho A, Harrison PJ (2010) A comparison of eutrophication impacts in two harbors in Hong Kong with different hydrodynamics. J. Mar Syst 83:276–286
Zangi Abadi S (2011) Impact of climate change and global warming on the incidence of red tide phenomenon. In: National conference on climate change and its impact on agriculture and the environment, Urmia
Zarei M, Arjmandi R (2014) Environmental assessment of red tide phenomenon in the Persian Gulf and Oman Sea. In: The first national conference on passive defense in marine sciences, Bandar Abbas
Zingone A, Casotti R, Alcala MR, Scardi M, Marino D (1995) St Martin’s Summer’: thecase of an autumn phytoplankton bloom in the Gulf of Naples (Mediterranean Sea). J Plankton Res 17(3):575–593
Acknowledgements
I highly appreciate the professors of Sharif University of Technology and Islamic Azad University, Science and Research Branch, who have contributed by helping me to carry out this research.
Author information
Authors and Affiliations
Corresponding author
Additional information
Editorial responsibility: M. Abbaspour.
Rights and permissions
About this article
Cite this article
Zohdi, E., Abbaspour, M. Harmful algal blooms (red tide): a review of causes, impacts and approaches to monitoring and prediction. Int. J. Environ. Sci. Technol. 16, 1789–1806 (2019). https://doi.org/10.1007/s13762-018-2108-x
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s13762-018-2108-x