Detecting marine hazardous substances and organisms: sensors for pollutants, toxins, and pathogens

Abstract. Marine environments are influenced by a wide diversity of anthropogenic and natural substances and organisms that may have adverse effects on human health and ecosystems. Real-time measurements of pollutants, toxins, and pathogens across a range of spatial scales are required to adequately monitor these hazards, manage the consequences, and to understand the processes governing their magnitude and distribution. Significant technological advancements have been made in recent years for the detection and analysis of such marine hazards. In particular, sensors deployed on a variety of mobile and fixed-point observing platforms provide a valuable means to assess hazards. In this review, we present state-of-the-art of sensor technology for the detection of harmful substances and organisms in the ocean. Sensors are classified by their adaptability to various platforms, addressing large, intermediate, or small areal scales. Current gaps and future demands are identified with an indication of the urgent need for new sensors to detect marine hazards at all scales in autonomous real-time mode. Progress in sensor technology is expected to depend on the development of small-scale sensor technologies with a high sensitivity and specificity towards target analytes or organisms. However, deployable systems must comply with platform requirements as these interconnect the three areal scales. Future developments will include the integration of existing methods into complex and operational sensing systems for a comprehensive strategy for long-term monitoring. The combination of sensor techniques on all scales will remain crucial for the demand of large spatial and temporal coverage.

[1]  G. Codd,et al.  Cyanobacterial toxins: risk management for health protection. , 2005, Toxicology and applied pharmacology.

[2]  K. Goodwin,et al.  Electrochemical detection of harmful algae and other microbial contaminants in coastal waters using hand-held biosensors. , 2007, Marine pollution bulletin.

[3]  M. Quilliam,et al.  Detection of new 7-O-acyl derivatives of diarrhetic shellfish poisoning toxins by liquid chromatography-mass spectrometry. , 1992, Toxicon : official journal of the International Society on Toxinology.

[4]  M. Satake,et al.  Relative toxicity of dinophysistoxin-2 (DTX-2) compared with okadaic acid, based on acute intraperitoneal toxicity in mice. , 2007, Toxicon : official journal of the International Society on Toxinology.

[5]  Richard C. Thompson,et al.  Potential for plastics to transport hydrophobic contaminants. , 2007, Environmental science & technology.

[6]  Danielle R. Greenhow,et al.  High-resolution in situ analysis of nitrate and phosphate in the oligotrophic ocean. , 2007, Environmental science & technology.

[7]  F. Graziottin,et al.  A Novel Voltammetric In-Situ Profiling System for ContinuousReal-Time Monitoring of Trace Elements in Natural Waters , 1998 .

[8]  Richard P. Stumpf,et al.  Applications of Satellite Ocean Color Sensors for Monitoring and Predicting Harmful Algal Blooms , 2001 .

[9]  M. Moline,et al.  Optical discrimination of a phytoplankton species in natural mixed populations , 2000 .

[10]  J. Buffle,et al.  Multi Physical–Chemical profiler for real-time in situ monitoring of trace metal speciation and master variables: Development, validation and field applications , 2005 .

[11]  Paul J Worsfold,et al.  The determination of trace metals in estuarine and coastal waters using a voltammetric in situ profiling system. , 2003, The Analyst.

[12]  D. Karl A sea of microbes , 2001 .

[13]  M. Goyffon,et al.  Animaux aquatiques dangereux , 2004 .

[14]  V. H. Liao,et al.  Assessment of heavy metal bioavailability in contaminated sediments and soils using green fluorescent protein-based bacterial biosensors. , 2006, Environmental pollution.

[15]  Scott M. Gallager,et al.  Chemical and Biological Sensors for Time-Series Research: Current Status and New Directions , 2004 .

[16]  M. Thyssen,et al.  The emergence of automated high-frequency flow cytometry: revealing temporal and spatial phytoplankton variability , 2007 .

[17]  Tiit Kutser,et al.  Comparison of different satellite sensors in detecting cyanobacterial bloom events in the Baltic Sea , 2006 .

[18]  A. Knap,et al.  Rapid toxicity assessment and biomonitoring of marine contaminants--exploiting the potential of rapid biomarker assays and microscale toxicity tests. , 2001, Marine pollution bulletin.

[19]  Sunny C. Jiang,et al.  Human Adenoviruses and Coliphages in Urban Runoff-Impacted Coastal Waters of Southern California , 2001, Applied and Environmental Microbiology.

[20]  K. Johnson,et al.  Diel nitrate cycles observed with in situ sensors predict monthly and annual new production , 2006 .

[21]  S. N. White,et al.  Optical tools for ocean monitoring and research , 2008 .

[22]  Roman Marin,et al.  Remote, subsurface detection of the algal toxin domoic acid onboard the Environmental Sample Processor: Assay development and field trials , 2009 .

[23]  J. Camp,et al.  Drifting plastic debris as a potential vector for dispersing Harmful Algal Bloom (HAB) species , 2003 .

[24]  Mary Jane Perry,et al.  In Situ Instrumentation , 2007 .

[25]  Robert J. Olson,et al.  An automated submersible flow cytometer for analyzing pico- and nanophytoplankton: FlowCytobot , 2003 .

[26]  Patricia M. Glibert,et al.  GEOHAB. Global Ecology and Oceanography of Harmful Algal Blooms, Implementation Plan. , 2003 .

[27]  D. Chandler,et al.  Towards a unified system for detecting waterborne pathogens. , 2003, Journal of microbiological methods.

[28]  Mati Kahru,et al.  New approaches and technologies for observing harmful algal blooms , 2005 .

[29]  Longin Jan Latecki,et al.  Shape Similarity Measure Based on Correspondence of Visual Parts , 2000, IEEE Trans. Pattern Anal. Mach. Intell..

[30]  H. Löhmannsröben,et al.  Fluorescence quenching of polycyclic aromatic compounds by humic substances. Part 1. Methodology for the determination of sorption coefficients. , 1999, Journal of environmental monitoring : JEM.

[31]  P. Wiebe,et al.  From the Hensen net toward four-dimensional biological oceanography , 2003 .

[32]  Steven Smriga,et al.  Trophic regulation of Vibrio cholerae in coastal marine waters. , 2006, Environmental microbiology.

[33]  Peter H. Wiebe,et al.  Video plankton recorder estimates of copepod, pteropod and larvacean distributions from a stratified region of Georges Bank with comparative measurements from a MOCNESS sampler , 1996 .

[34]  Gian Paolo Rossini,et al.  Functional assays in marine biotoxin detection. , 2005, Toxicology.

[35]  G. Gauglitz,et al.  Optical biosensor for pharmaceuticals, antibiotics, hormones, endocrine disrupting chemicals and pesticides in water: Assay optimization process for estrone as example. , 2005, Talanta.

[36]  F. Muller‐Karger,et al.  On the remote monitoring of Karenia brevis blooms of the west Florida shelf , 2008 .

[37]  Erin R. Graham,et al.  Deposit- and suspension-feeding sea cucumbers (Echinodermata) ingest plastic fragments , 2009 .

[38]  Jennifer P. Cannizzaro,et al.  A novel technique for detection of the toxic dinoflagellate, Karenia brevis, in the Gulf of Mexico from remotely sensed ocean color data , 2008 .

[39]  Damià Barceló,et al.  Toxicity assessment of organic pollution in wastewaters using a bacterial biosensor , 2001 .

[40]  Claudia E. Mills,et al.  Jellyfish blooms: are populations increasing globally in response to changing ocean conditions? , 2001, Hydrobiologia.

[41]  Rei Yamashita,et al.  Concentration of polychlorinated biphenyls (PCBs) in beached resin pellets: variability among individual particles and regional differences. , 2005, Marine pollution bulletin.

[42]  David Kay,et al.  The enterovirus test in the assessment of recreational water-associated gastroenteritis. , 1996 .

[43]  Kenneth S. Johnson,et al.  In situ ultraviolet spectrophotometry for high resolution and long-term monitoring of nitrate, bromide and bisulfide in the ocean , 2002 .

[44]  A. Solow,et al.  Microaggregations of Oceanic Plankton Observed by Towed Video Microscopy , 1992, Science.

[45]  Josef Schlatter,et al.  Opinion of the Scientific Panel on Contaminants in the food chain on a request from the European Commission on marine biotoxines in shellfish okadaic acid and analogues , 2008 .

[46]  A. Cembella,et al.  LC-MS-MS aboard ship: tandem mass spectrometry in the search for phycotoxins and novel toxigenic plankton from the North Sea , 2008, Analytical and bioanalytical chemistry.

[47]  N. Revsbech,et al.  A Microscale NO(3)(-) Biosensor for Environmental Applications. , 1997, Analytical chemistry.

[48]  Grish C. Varshney,et al.  Immunosensors for Pesticide Analysis: Antibody Production and Sensor Development , 2002, Critical reviews in biotechnology.

[49]  Heinz-Detlef Kronfeldt,et al.  Surface-enhanced Raman scattering (SERS) system for continuous measurements of chemicals in sea-water , 2000 .

[50]  F. Muller‐Karger,et al.  Red tide detection and tracing using MODIS fluorescence data: A regional example in SW Florida coastal waters , 2005 .

[51]  Natalia Vilariño,et al.  Assessment of specific binding proteins suitable for the detection of paralytic shellfish poisons using optical biosensor technology. , 2007, Analytical chemistry.

[52]  Richard C. Thompson,et al.  Lost at Sea: Where Is All the Plastic? , 2004, Science.

[53]  R. Swift,et al.  Airborne dual laser excitation and mapping of phytoplankton photopigments in a Gulf Stream Warm Core Ring. , 1983, Applied optics.

[54]  M. Levin,et al.  Swimming-associated gastroenteritis and water quality. , 1982, American journal of epidemiology.

[55]  Andrew R. Solow,et al.  Interannual variability of Alexandrium fundyense abundance and shellfish toxicity in the Gulf of Maine , 2005 .

[56]  D. Kleinbaum,et al.  The health effects of swimming at Sydney beaches. The Sydney Beach Users Study Advisory Group. , 1993, American journal of public health.

[57]  C. Tsabaris,et al.  An autonomous in situ detection system for radioactivity measurements in the marine environment. , 2008, Applied radiation and isotopes : including data, instrumentation and methods for use in agriculture, industry and medicine.

[58]  M. Quilliam Chemical methods for lipophilic shellfish toxins , 2003 .

[59]  D C Cullen,et al.  Detection of Hormone Mimics in Water using a Miniturised SPR Sensor , 2001, Environmental monitoring and assessment.

[60]  A. Cembella,et al.  In vivo assays for phycotoxins , 2003 .

[61]  Marcel Babin,et al.  Real-time coastal observing systems for marine ecosystem dynamics and harmful algal blooms: Theory, instrumentation and modelling , 2008 .

[62]  D. Kay,et al.  Predicting likelihood of gastroenteritis from sea bathing: results from randomised exposure , 1994, The Lancet.

[63]  G. Rauret,et al.  Development of a radiochemical sensor. Part I: Feasibility study , 2005 .

[64]  B. Hope An examination of ecological risk assessment and management practices. , 2006, Environment international.

[65]  Otto S. Wolfbeis,et al.  Optical sensors for determination of heavy metal ions , 1997 .

[66]  K. J. Bundy,et al.  Development of polarographic sensors for heavy metal detection sensing applications , 1996 .

[67]  Ian L. Pepper,et al.  Survival of Giardia, Cryptosporidium, poliovirus and Salmonella in marine waters , 1997 .

[68]  R. Wanninkhof,et al.  Simultaneous spectrophotometric flow-through measurements of pH, carbon dioxide fugacity, and total inorganic carbon in seawater. , 2007, Analytica chimica acta.

[69]  P. Ryan,et al.  Plastic ingestion and PCBs in seabirds: Is there a relationship? , 1988 .

[70]  Oliver Zielinski,et al.  Detection and identification of hydrocarbons in marine waters using time-resolved laser-fluorescence: Set-up and first results of a new submersible sensor , 2009, OCEANS 2009-EUROPE.

[71]  J. Baudart,et al.  Evaluation of ChemChrome V6 for bacterial viability assessment in waters , 2000, Journal of applied microbiology.

[72]  A. Prüss Review of epidemiological studies on health effects from exposure to recreational water. , 1998, International journal of epidemiology.

[73]  Edward V. Browell,et al.  Analysis of laser fluorosensor systems for remote algae detection and quantification , 2011 .

[74]  O. Zielinski,et al.  A new nitrate continuous observation sensor for autonomous sub-surface applications: Technical design and first results , 2007, OCEANS 2007 - Europe.

[75]  Lawrence O. Hall,et al.  Recognizing plankton images from the shadow image particle profiling evaluation recorder , 2004, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

[76]  A. Cembella,et al.  Characterization of azaspiracids in plankton size-fractions and isolation of an azaspiracid-producing dinoflagellate from the North Sea , 2009 .

[77]  S. N. White,et al.  Development of a laser Raman spectrometer for deep-ocean science , 2004 .

[78]  Jason Feldman,et al.  Remote Detection of Marine Microbes, Small Invertebrates, Harmful Algae, and Biotoxins using the Environmental Sample Processor (ESP) , 2009 .

[79]  Christoph Waldmann,et al.  Assessment of sensor performance , 2009 .

[80]  W. Cheung,et al.  Health effects of beach water pollution in Hong Kong , 1990, Epidemiology and Infection.

[81]  T. Dickey The Role of New Technology in Advancing Ocean Biogeochemical Research , 2001 .

[82]  Richard P. Stumpf,et al.  MONITORING KARENIA BREVIS BLOOMS IN THE GULF OF MEXICO USING SATELLITE OCEAN COLOR IMAGERY AND OTHER DATA , 2003 .

[83]  Xuewu Liu,et al.  Spectrophotometric measurements of pH in-situ: laboratory and field evaluations of instrumental performance. , 2006, Environmental science & technology.

[84]  A. Remsen,et al.  What you see is not what you catch: a comparison of concurrently collected net, Optical Plankton Counter, and Shadowed Image Particle Profiling Evaluation Recorder data from the northeast Gulf of Mexico , 2004 .

[85]  T. Rutten,et al.  Phytoplankton monitoring by high performance flow cytometry: A successful approach? , 2005, Cytometry. Part A : the journal of the International Society for Analytical Cytology.

[86]  L. Lawton,et al.  Extraction and high-performance liquid chromatographic method for the determination of microcystins in raw and treated waters. , 1994, The Analyst.

[87]  Mark C. L. Patterson,et al.  Integrated Sensor Systems for UAS , 2008 .

[88]  Oliver Zielinski,et al.  Detection of oil spills by airborne sensors , 2006 .

[89]  Jean-Louis Marty,et al.  Biosensors to detect marine toxins: Assessing seafood safety. , 2007, Talanta.

[90]  Ralf D. Prien,et al.  The future of chemical in situ sensors , 2007 .

[91]  L. Medlin,et al.  Feasibility of Transferring Fluorescent In Situ Hybridization Probes to an 18S rRNA Gene Phylochip and Mapping of Signal Intensities , 2008, Applied and Environmental Microbiology.

[92]  C. Moore,et al.  Persistent organic pollutants carried by synthetic polymers in the ocean environment. , 2007, Marine pollution bulletin.

[93]  J. Burkholder,et al.  Harmful algal blooms and eutrophication: Nutrient sources, composition, and consequences , 2002 .

[94]  M. Moline,et al.  Improved monitoring of HABs using autonomous underwater vehicles (AUV) , 2006 .

[95]  Russ E. Davis,et al.  Robotic Observations of Dust Storm Enhancement of Carbon Biomass in the North Pacific , 2002, Science.

[96]  Arben Merkoçi,et al.  Determination of Toxic Substances Based on Enzyme Inhibition. Part II. Electrochemical Biosensors for the Determination of Pesticides Using Flow Systems , 2003 .

[97]  K. Steidinger,et al.  Harmful Algal Bloom Task Force Technical Advisory Group , 1999 .

[98]  K. Carder,et al.  A remote‐sensing reflectance model of a red‐tide dinoflagellate off west Florida1 , 1985 .

[99]  L. García-Rubio,et al.  Progress in developing a new detection method for the harmful algal bloom species, Karenia brevis, through multiwavelength spectroscopy , 2009 .

[100]  S O Engblom,et al.  The phosphate sensor. , 1998, Biosensors & bioelectronics.

[101]  Bonnie J. Tyler,et al.  Comparison of the Spreeta® surface plasmon resonance sensor and a quartz crystal microbalance for detection of Escherichia coli heat-labile enterotoxin , 2001 .

[102]  Wayne G. Landis,et al.  Twenty Years Before and Hence; Ecological Risk Assessment at Multiple Scales with Multiple Stressors and Multiple Endpoints , 2003 .

[103]  Peter A Lieberzeit,et al.  Sensor technology and its application in environmental analysis , 2006, Analytical and bioanalytical chemistry.

[104]  J. Grate,et al.  Radionuclide Sensors for Environmental Monitoring: From Flow Injection Solid‐Phase Absorptiometry to Equilibration‐Based Preconcentrating Minicolumn Sensors with Radiometric Detection , 2008 .

[105]  E. Garcés,et al.  Harmful microalgae blooms (HAB); problematic and conditions that induce them. , 2006, Marine pollution bulletin.

[106]  J. Grate,et al.  Radionuclide sensors for environmental monitoring: from flow injection solid-phase absorptiometry to equilibration-based preconcentrating minicolumn sensors with radiometric detection. , 2008, Chemical reviews.

[107]  M. Dubow,et al.  Specific detection of organotin compounds with a recombinant luminescent bacteria. , 2003, Chemosphere.

[108]  Shona Stewart,et al.  Raman spectroscopy and chemical imaging for quantification of filtered waterborne bacteria. , 2006, Journal of microbiological methods.

[109]  Oliver Zielinski,et al.  Bio-Optical Sensors Onboard Autonomous Profiling Floats , 2006 .

[110]  F. Graziottin,et al.  Submersible voltammetric probes for in situ real-time trace element measurements in surface water, groundwater and sediment-water interface , 1999 .

[111]  G. Hays,et al.  Developing a simple, rapid method for identifying and monitoring jellyfish aggregations from the air , 2006 .

[112]  Carole M. Sakamoto,et al.  Improved algorithm for the computation of nitrate concentrations in seawater using an in situ ultraviolet spectrophotometer , 2009 .

[113]  C. Wedekind,et al.  Gamma-radiation monitoring network at sea , 1999 .

[114]  F Jones,et al.  Marine waters contaminated with domestic sewage: nonenteric illnesses associated with bather exposure in the United Kingdom. , 1996, American journal of public health.

[115]  Martin Gade On the imaging of biogenic and anthropogenic surface films on the sea by radar sensors , 2006 .

[116]  Gregory J. Doucette,et al.  Prospects for developing automated systems for in situ detection of harmful algae and their toxins , 2008 .

[117]  W. Hamner,et al.  A physical context for gelatinous zooplankton aggregations: a review , 2001, Hydrobiologia.

[118]  Francesco Stellacci,et al.  Surface-structure-regulated cell-membrane penetration by monolayer-protected nanoparticles. , 2008, Nature materials.

[119]  R. Reuter,et al.  Lidar fluorosensing of mineral oil spills on the sea surface. , 1990, Applied optics.

[120]  A. Cembella,et al.  Azadinium spinosum gen. et sp. nov. (Dinophyceae) identified as a primary producer of azaspiracid toxins , 2009 .

[121]  Atsushi Ono,et al.  Screening of Endocrine Disrupting Chemicals Using a Surface Plasmon Resonance Sensor , 2004, Analytical sciences : the international journal of the Japan Society for Analytical Chemistry.

[122]  John J. Cullen,et al.  Optical detection and assessment of algal blooms , 1997 .

[123]  William M. Hamner,et al.  A physical context for gelatinous zooplankton aggregations: a review , 2001 .

[124]  Charles S. Yentsch,et al.  An imaging-in-flow system for automated analysis of marine microplankton , 1998 .

[125]  S. Taylora Silicon based quadrupole mass spectrometry using microelectromechanical systems , 2001 .

[126]  Oscar Schofield,et al.  Detection of harmful algal blooms using photopigments and absorption signatures: A case study of the Florida red tide dinoflagellate, Gymnodinium breve , 1997 .

[127]  H. Smid,et al.  A new sensor system for airborne measurements of maritime pollution and of hydrographic parameters , 1991 .

[128]  C. A. Scholin,et al.  What are "ecogenomic sensors?" A review and thoughts for the future , 2009 .

[129]  Oliver Zielinski AIRBORNE POLLUTION SURVEILLANCE USING MULTI-SENSOR SYSTEMS: NEW SENSORS AND ALGORITHMS FOR IMPROVED OIL SPILL DETECTION AND POLLUTER IDENTIFICATION. , 2003 .

[130]  O. Grovel,et al.  Accumulation of gliotoxin, a cytotoxic mycotoxin from Aspergillus fumigatus, in blue mussel (Mytilus edulis). , 2003, Toxicon : official journal of the International Society on Toxinology.

[131]  H. Schmidt,et al.  Detection of PAHs in seawater using surface-enhanced Raman scattering (SERS). , 2004, Marine pollution bulletin.

[132]  R. Litaker,et al.  Relationships among water column toxins, cell abundance and chlorophyll concentrations during Karenia brevis blooms , 2008 .