Mediterranean Costal Regions: Thermaikos Gulf (Greece) modeling
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1 EMRAS II WG8 GROUP MEETING Brussels, Sept Mediterranean Costal Regions: Thermaikos Gulf (Greece) modeling exercise with MOIRA PLUS Monte L., Brittain J., Eleftheriou G.
2 Thermaikos Gulf, Thessaloniki Arguments for the scenario application Urban zone (~ 10 6 habit.) Operating nuclear plants in Cernavoda, RO (360 Km) and Kozloduy, BU (580 Km) the most contaminated costal region in Greece from Chernobil accident (~ 30 kbq/m 2 ) Characteristic Medit. Envir.: closed costal environment, big rivers incomes, high influence from Black Sea Water circulation Good oceanographic knowledge of the region & accessibility to accurate datasets (HCMR)
3 Model Characteristics MOIRA PLUS modifications: Two way water movements and recirculation (Marine comp.) Combination of different type of comp. (up to 20) Migration parameters assignment (sedimentation, sediment migration rate, bioaccumulation factors...) Biota types: a) Radionuclides' accumulation: predator (water and food chain), prey (only from water), b) Mobility: stationary (no movement) and non stationary (random walk between compartments) Gulf hydrology: 12 month water flux hydrology (prec., evapor., BSWater income, rivers, catch. run off) main anticlockwise monthly circulation Compartments: 5 river & 5 marine boxes Water mixing rate (10 3 m 3 /s) between marine comp. Two biota groups: Mussels (preys, stationary) & Fishes (predators, non stationary)
4 Morphology Box number Name Average depth (m) Average length (km) Average width (km) Average flux (m 2 /month) Catchment area (km 2 ) 1 Gallikos River E E+02 2 Axios River E E+04 3 Loudias River E E+03 4 Aliakmon River E E+03 5 Pinios River E E+04 6 East. Outer Thermaikos Gulf E+02 7 East. Inner Thermaikos Gulf E+01 8 Thessaloniki Gulf Weast. Inner Thermaikos Gulf Weast. Outer Thermaikos Gulf
5 Black Sea Water flux into the Gulf Flux: calculation of the average monthly flux into the Gulf from the currents velocity field grid (X,Y,Z) based on 1 year (2008) Aegean Sea hydrodynamic model dataset (Poseidon system, HCMR) Radionuclide's conc.: based on the 137 Cs fraction from the Dardanelle straights (upper 50 m and for 60 Βq/m 3 in Black Sea)(Egorov et al., 1999) 140 Cs-137 (Bq m -3 ) Year
6 137 Cs empirical data Sampling Location Date Concentration (Bq/kg or Bq/m^3) Type Reference Average Min Max Western Thermaikos Mussels (Thebaultt, 2008) Western Thermaikos May Mussels (Katsiki, 2006) Thermaikos Gulf Mussels (Florou, 2002) North Agean Sea Mussels Mussels Mussels Aegean Sea Mussels (Pappuci, 1996) Mussels Mussels Mussels Fish Fish Fish Fish Fish NorthEast Aegean Fish (Florou, 2006) Fish Fish Sediment Sediment Sediment Thermaikos Gulf Sediment (Euaggelou, 2011) Sediment Thessaloniki Gulf Sediment (Tsabaris, 2011) Inner Thermaikos Sept Sediment (Karagiorgis, 2005) Outer Thermaikos Sept Sediment NorthEast Aegean water (Florou, 2006) water water Thessaloniki Gulf surf water (Florou, 2011) NorthEast Aegean Dec surf water (Evangeliou, 2009) Jun surf water Eastern Mediteranian surf water (Delfanti,2003) Outer Thermaikos surf water (Tsabaris, pr. com.)
7 137 Cs model calibration (water conc.) Thermaikos Gulf model output 100 compartment Cs concentration in water (Bq m 3 ) comparment 2 compartment 3 compartment 4 compartment 5 Radionuclide concentration in water (empirical) Months from January 1986
8 137 Cs model calibration (sediment conc.) Thermaikos Gulf 137 Cs concentration in sediment (Bq kg 1 ) model output compartment 1 comparment 2 compartment 3 compartment 4 compartment 5 Radionuclide concentration in sediment (empirical) Months from January 1986
9 137 Cs model calibration (mussels conc.) Thermaikos Gulf 137 Cs concentration in mussels (Bq kg 1 ) model output compartment 1 comparment 2 compartment 3 compartment 4 compartment 5 Radionuclide concentration in mussels (empirical) Months from January 1986
10 137 Cs model calibration (fish conc.) Thermaikos Gulf 137 Cs concentration in fish (Bq kg 1 ) model output compartment 1 comparment 2 compartment 3 compartment 4 compartment 5 Radionuclide concentration in fish (empirical) Months from January 1986
11 Population Marine Box 0-5 yr 6-15 yr 16 < yr 6 5,224 3,527 55, ,083 2,062 31, ,043 53, , ,429 9, , ,317 21, ,524 Fish production (kg/yr) Marine Box Fish Mussels 6 1,011, , , ,918 6,551, ,243,426 3,527,865
12 Results (deposition of 1kBq/m 2 in 1 st E1 month duration): only marine pathways 137 Cs Thermaikos Gulf 1.00E E 01 Max. dose to critical ind. Total collective dose External dose Dose fr. intake fish 137 Cs dose rate (man.sv yr 1 ) 1.00E E E E 05 1st year 2nd year 10th year Year from depodition
13 Slide 12 E1 Moira Plus limitation G. ELEFTHERIOU,
14 Results (deposition of 1kBq/m 2 in 1 st month duration): only marine pathways 90 Sr Thermaikos Gulf 1.00E E 01 Max. dose to critical ind. Total collective dose External dose Dose fr. intake fish 190 Sr dose rate (man.sv yr 1 ) 1.00E E E E 05 1st year 2nd year 10th year Year from depodition
15 Results (deposition of 1kBq/m 2 in 1 st month duration): Dose to Fish Thermaikos Gulf 1.00E+00 cesium srodium 1.00E 01 Max. dose to fish (mgy) 1.00E E E E 05 1st year 2nd year 10th year Year from depodition
16 Comparison of age groups 90 Sr, 137 Cs Ind. Doses from all compartments Thermaikos Gulf 1.00E 05 cesium 0 5yr 6 15yr >16yr srodium 0 5yr 6 15yr >16yr 1.00E 06 Maximun dose to fish (mgy) 1.00E E 08 1st year 2nd year 10th year Year from depodition
17 Comparison with North Seas 90 Sr, 137 Cs Ind. Doses after 1 year (Iosjpe, GM Vienna) Cs 137 Sr 90 Location Adult 10 y 1 y Adult 10 y 1 y Irish Sea: Cumbrian Waters 1.65E E E E E E 8 English Channel: Lyme Bay 9.45E E E E E E 9 North Sea: Norwegian Current Surface 6.16E E E E E E 9 Skagerrak 8.77E E E E E E 9 Baltic Sea: Gulf of Riga 2.58E E E E E E 8 Kara Sea: Ob Bay 2.86E E E E E E 8 Thermaikos Gulf 3.32E E E E E E 08 Good agreement (order of magnitude) between different model predictions (MOIRA, NRPA) The same behavior with analogues closed costal environment ( Gulf of Riga) Perspectives: comparison with river and/or terrestrial contribution to the total dose
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