Изучение изменения средних волн в Каспийском море по альтиметрическим данным
DOI:
https://doi.org/10.26577/JMMCS-2019-1-618Ключевые слова:
спутниковая альтиметрия, Каспийское море, внутренний водоем, волновой климатАннотация
Для прибрежных стран Каспийское море является важным экономическим объектом, включая реализацию транспортных маршрутов, рыболовство, наличие потенциальных минеральных ресурсов морского дна и более глубоких слоев. Кроме того, большое значение имеет экологическое состояние этого региона. Поэтому изучение волнового климата моря жизненно важно для всех прибрежных стран. Спутниковая альтиметрия становится все более важной технологиейдлямониторингаконтинентальныхповерхностныхвод. В этойстатьерассматривается возможность получения достоверной информации о волновом климате в Каспийском море с помощью спутниковой альтиметрии. Были использованы измерения значительных высот волн со спутника Jason-1 за десятилетний период. Данные были очищены и проверены на возможные ошибки. Анализ средних значительных высот волн в Каспийском море показал в целом непротиворечивую картину. Наибольшие высоты волн наблюдаются в средней части бассейна. Меньшую интенсивность волны имеют в южном бассейне и северной части. Анализ сезонной изменчивости показал, что наибольшие по мощности волны наблюдаются в зимний сезон.
Библиографические ссылки
[1] Bruneau N., Toumi R., "A fully-coupled atmosphere-ocean-wave model of the Caspian Sea", Ocean Modelling, 107, (2016) : 97-111.
[2] Kara A.B., Wallcraft A.J., Metzger E.J., Gunduz M., "Impacts of freshwater on the seasonal variations of surface salinity and circulation in the Caspian Sea", Continental Shelf Research, 30, (2010) : 1211-1225.
[3] Soomere T., R¨a¨amet A., "Spatial patterns of the wave climate in the Baltic Proper and the Gulf of Finland", Oceanologia, 53(1-TI), (2011) : 335-371.
[4] Pettersson H., Kahma K.K., Tuomi L., "Wave directions in a narrow bay", Journal of Physical Oceanography 40(1), 155-169 (2010).
[5] Kudryavtseva N., Soomere T., "Satellite altimetry reveals spatial patterns of variations in the Baltic Sea wave climate", Earth System Dynamics, 8(3), (2017) : 697-706.
[6] Broman B., Hammarklint T., Rannat K., Soomere T., Valdmann A., "Trends and extremes of wave fields in the northeastern part of the Baltic Proper", Oceanologia, 48(S), (2006) : 165-184.
[7] Tuomi L., Kahma K.K., Pettersson H., "Wave hindcast statistics in the seasonally ice-covered Baltic Sea", Boreal Environ. Res., 16(6), (2011) : 451-472.
[8] Kudryavtseva N.A., Soomere T., "Validation of the multi-mission altimeter wave height data for the Baltic Sea region", Estonian Journal of Earth Sciences, 65(3), (2016) : 161-175.
[9] Ruest B., Neumeier U., Dumont D., Bismuth E., Senneville S., Caveen J., "Recent wave climate and expected future changes in the seasonally ice-infested waters of the Gulf of St. Lawrence, Canada", Clim. Dyn., 46(1-2), (2016) : 449-466.
[10] Komen G.J., Cavaleri L., Donelan M., Hasselmann K., P.A.E.M. Janssen., "Dynamics and Modelling of Ocean Waves", Cambridge University Press, (1994) : 532.
[11] WAMDI Group., "The WAM Model – A Third Generation Ocean Prediction Model", Journal of Physical Oceanography, 18, (1988) : 1775-1810.
[12] Booij N., Ris R.C., Holthuijsen L.H., "A third-generation wave model for coastal regions: Model description and validation", Journal of Geophysical Research Oceans, 104(C4), (1999) : 7649-7666.
[13] Booij N., Holthuijsen L.H., Ris R.C., "The SWAN wave model for shallow water", Proceedings of 24th International Conference on Coastal Engineering, Orlando, 1, (1996) : 668-676.
[14] Moeini M.H., Etemad-Shahidi A., "Application of two numerical models for wave hindcasting in Lake Erie", Applied Ocean Research, 29(3), (2007) : 137-145.
[15] Popov S.K., "Modelirovanie klimaticheskoi termohalinnoi cirkuliyacii v Kaspiiskom more [Simulation of climatic thermohaline circulation of the Caspian Sea]", Meteorologiya i hydrologiya [Meteorology and hydrology] no 5 (2004): 76-84.
[16] Lebedev S.A., "Dynamica Caspiiskogo morya po dannym sputnikovoi altimetrii [Dynamics of the Caspian Sea based on satellite altimetry data]", Sovremennye Problemy Distantsionnogo Zondirovaniya Zemli iz Kosmosa [Modern problems of remote sensing of the Earth from space] vol. 12, no 4 (2015): 72-85.
[17] Jain P., Deo M.C., "Neural networks in ocean engineering", International Journal of Ships and Offshore Structures, 1(1), (2006) : 25-35.
[18] Deo M.C., Jha A., Chaphekar A.S., Ravikant K., "Neural networks for wave forecasting", Ocean Engineering, 28 (7), (2001) : 889-898.
[19] Zamani A., Solomatine D., Azimian A., Heemink A., "Learning from data for wind-wave forecasting", Ocean Engineering, 35(10), (2008) : 953-962.
[20] Zamani A., Azimian A., Heemink A., Solomatine D., "Wave height prediction at the Caspian Sea using a data-driven model and ensemble-based data assimilation methods", J. Hydroinf., 11(2), (2009) : 154-164.
[21] Zamani A.R., Badri M.A., "Wave energy estimation by using a statistical analysis and wave buoy data near the southern Caspian Sea", China Ocean Eng., 29(2), (2015) : 275-286.
[22] Zounemat-Kermani M., Kisi O., "Time series analysis on marine wind-wave characteristics using chaos theory", Ocean Engineering, 100, (2015) : 46-53.
[23] Gaur S., Deo M.C., "Real-time wave forecasting using genetic programming", Ocean Engineering, 35(11-12), (2008) : 1166-1172. [24] ¨Ozger M., S¸en Z., "Prediction of wave parameters by using fuzzy logic approach", Ocean Engineering, 34(3-4), (2007) : 460-469.
[25] Queffeulou P., "Long-term validation of wave height measurements from altimeters", Marine Geodesy, 27(3-4), (2004) : 495-510.
[26] Queffeulou P., Bentamy A., Croiz´e-Fillon D., "Analysis of seasonal wave height anomalies from satellite data over the global oceans", In Proceedings of the ESA Living Planet Symposium, Bergen, Norway, SP-686, ESA (2010).
[27] Queffeulou P., Croiz´e-Fillon D., "Global Altimeter SWH Data Set", Technical Report, IFREMER, Brest (2012).
[28] Francis O.P., Panteleev G.G., Atkinson D.E., "Ocean wave conditions in the Chukchi Sea from satellite and in situ observations", Geophysical Research Letters, 38(24), L24610 (2011).
[29] Shaeb K.H.B., Anand A., Joshi A.K., Bhandari S.M., "Comparison of near coastal significant wave height measurements from SARAL/AltiKa with wave rider buoys in the Indian region", Marine Geodesy, 38(1), (2015) : 422-436.
[30] Kumar U.M., Swain D., Sasamal S.K., Reddy N.N., Ramanjappa T., "Validation of SARAL/AltiKa significant wave height and wind speed observations over the North Indian Ocean", Journal of Atmospheric and Solar-Terrestrial Physics, 135, (2015) : 174-180.
[31] Cavaleri L., Sclavo M., "The calibration of wind and wave model data in the Mediterranean Sea", Coastal Engineering, 53(7), (2006) : 613-627.
[32] Galanis G., Hayes D., Zodiatis G., Chu P.C., Kuo Y.-H., Kallos G., "Wave height characteristics in the Mediterranean Sea by means of numerical modeling, satellite data, statistical and geometrical techniques", Marine Geophysical Research, 33(1), (2012) : 1-15.
[33] Hithin N.K., Kumar V.S., Shanas P.R., "Trends of wave height and period in the Central Arabian Sea from 1996 to 2012: a study based on satellite altimeter data", Ocean Engineerin, 108, (2015) : 416-425.
[34] Soomere T., Keevallik S., "Anisotropy of moderate and strong winds in the Baltic proper", Proc. Estonian Acad. Sci. Eng., 7(1), (2001) : 35-49.
[35] Scharroo R., "RADS version 3.1 User Manual and Format Specifications", Available at http://rads.tudelft.nl/rads/radsmanual.pdf [viewed 17 July 2016], 2012.
[36] Scharroo R., Leuliette E.W., Lillibridge J.L., Byrne D., Naeije M.C. & Mitchum G.T., "RADS: consistent multi-mission products. In Proceedings of the Symposium on 20 Years of Progress in Radar Altimetry", Venice, 20-28 September, 2012. European Space Agency Special Publication, SP-710, (2013) : 1-4.
[37] Chelton D.B., Ries J.C., Haines B.J., Fu L.-L., Callahan P.S., "Satellite altimetry. In Satellite Altimetry and the Earth Sciences: A Handbook for Techniques and Applications", L.-L. Fu and A. Cazenave, Eds., Academic Press, San Diego, Calif., (2001) : 1-131.
[38] Lebedev S.A., Kostyanoi A.G., Lavrova O.Yu., "Dynamics of the Caspian Sea from satellite altimetry data", Modern problems of Earth remote sensing from space, 12 (4), (2015) : 72-85.
[39] Shiea M., Chegini V., Bidokhti A.A., "Impact of wind and thermal forcing on the seasonal variation of three-dimensional circulation in the Caspian Sea", Indian Journal of Geo-Marine Sciences, 45(5), (2016) : 671-686.
[40] Kamranzad B., Etemad-Shahidi A., Chegini V., "Sustainability of wave energy resources in southern Caspian Sea", Energy, 97, (2016) : 549-559.
[41] Sharbaty S., "3-D Simulation of Wind-Induced Currents Using MIKE 3 HS Model in the Caspian Sea", Canadian Journal on Computing in Mathematics, Natural Sciences, Engineering and Medicine, 3(3), (2012) : 45-54.
[42] Klige R.K., Myagkov M.S., "Changes in the water regime of the Caspian sea", GeoJournal, 27(3), (1992) : 299-307.
[43] Alamian R., Shafaghat R., Hosseini S.S., Zainali A., "Wave energy potential along the southern coast of the Caspian Sea", International Journal of Marine Energy, 19, (2017) : 221-234.
[44] Lebedev S.A., Kostianoy A.G., "Satellite altimetry of the Caspian Sea", Sovremennye Problemy Distantsionnogo Zondirovaniya Zemli iz Kosmosa [Modern problems of remote sensing of the Earth from space] vol. 2, no 3 (2006): 113-120.
[45] Lebedev S.A., Kostianoy A.G., "Integrated Use of Satellite Altimetry in the Investigation of the Meteorological, Hydrological, and Hydrodynamic Regime of the Caspian Sea", J. Terrestrial Atmospheric and Oceanic Sciences 19(1-2), (2008) : 71-82, doi: 10.3319/TAO.2008.19.1-2.71.
[46] LebedevS.A.,"InvestigationseasonalandinterannualvariabilityoftheCaspianSeaDynamicsbasedonSatelliteAltimetry data", Proceedings of Living Planet Symposium, Czech Republic, Prague (2016).
[2] Kara A.B., Wallcraft A.J., Metzger E.J., Gunduz M., "Impacts of freshwater on the seasonal variations of surface salinity and circulation in the Caspian Sea", Continental Shelf Research, 30, (2010) : 1211-1225.
[3] Soomere T., R¨a¨amet A., "Spatial patterns of the wave climate in the Baltic Proper and the Gulf of Finland", Oceanologia, 53(1-TI), (2011) : 335-371.
[4] Pettersson H., Kahma K.K., Tuomi L., "Wave directions in a narrow bay", Journal of Physical Oceanography 40(1), 155-169 (2010).
[5] Kudryavtseva N., Soomere T., "Satellite altimetry reveals spatial patterns of variations in the Baltic Sea wave climate", Earth System Dynamics, 8(3), (2017) : 697-706.
[6] Broman B., Hammarklint T., Rannat K., Soomere T., Valdmann A., "Trends and extremes of wave fields in the northeastern part of the Baltic Proper", Oceanologia, 48(S), (2006) : 165-184.
[7] Tuomi L., Kahma K.K., Pettersson H., "Wave hindcast statistics in the seasonally ice-covered Baltic Sea", Boreal Environ. Res., 16(6), (2011) : 451-472.
[8] Kudryavtseva N.A., Soomere T., "Validation of the multi-mission altimeter wave height data for the Baltic Sea region", Estonian Journal of Earth Sciences, 65(3), (2016) : 161-175.
[9] Ruest B., Neumeier U., Dumont D., Bismuth E., Senneville S., Caveen J., "Recent wave climate and expected future changes in the seasonally ice-infested waters of the Gulf of St. Lawrence, Canada", Clim. Dyn., 46(1-2), (2016) : 449-466.
[10] Komen G.J., Cavaleri L., Donelan M., Hasselmann K., P.A.E.M. Janssen., "Dynamics and Modelling of Ocean Waves", Cambridge University Press, (1994) : 532.
[11] WAMDI Group., "The WAM Model – A Third Generation Ocean Prediction Model", Journal of Physical Oceanography, 18, (1988) : 1775-1810.
[12] Booij N., Ris R.C., Holthuijsen L.H., "A third-generation wave model for coastal regions: Model description and validation", Journal of Geophysical Research Oceans, 104(C4), (1999) : 7649-7666.
[13] Booij N., Holthuijsen L.H., Ris R.C., "The SWAN wave model for shallow water", Proceedings of 24th International Conference on Coastal Engineering, Orlando, 1, (1996) : 668-676.
[14] Moeini M.H., Etemad-Shahidi A., "Application of two numerical models for wave hindcasting in Lake Erie", Applied Ocean Research, 29(3), (2007) : 137-145.
[15] Popov S.K., "Modelirovanie klimaticheskoi termohalinnoi cirkuliyacii v Kaspiiskom more [Simulation of climatic thermohaline circulation of the Caspian Sea]", Meteorologiya i hydrologiya [Meteorology and hydrology] no 5 (2004): 76-84.
[16] Lebedev S.A., "Dynamica Caspiiskogo morya po dannym sputnikovoi altimetrii [Dynamics of the Caspian Sea based on satellite altimetry data]", Sovremennye Problemy Distantsionnogo Zondirovaniya Zemli iz Kosmosa [Modern problems of remote sensing of the Earth from space] vol. 12, no 4 (2015): 72-85.
[17] Jain P., Deo M.C., "Neural networks in ocean engineering", International Journal of Ships and Offshore Structures, 1(1), (2006) : 25-35.
[18] Deo M.C., Jha A., Chaphekar A.S., Ravikant K., "Neural networks for wave forecasting", Ocean Engineering, 28 (7), (2001) : 889-898.
[19] Zamani A., Solomatine D., Azimian A., Heemink A., "Learning from data for wind-wave forecasting", Ocean Engineering, 35(10), (2008) : 953-962.
[20] Zamani A., Azimian A., Heemink A., Solomatine D., "Wave height prediction at the Caspian Sea using a data-driven model and ensemble-based data assimilation methods", J. Hydroinf., 11(2), (2009) : 154-164.
[21] Zamani A.R., Badri M.A., "Wave energy estimation by using a statistical analysis and wave buoy data near the southern Caspian Sea", China Ocean Eng., 29(2), (2015) : 275-286.
[22] Zounemat-Kermani M., Kisi O., "Time series analysis on marine wind-wave characteristics using chaos theory", Ocean Engineering, 100, (2015) : 46-53.
[23] Gaur S., Deo M.C., "Real-time wave forecasting using genetic programming", Ocean Engineering, 35(11-12), (2008) : 1166-1172. [24] ¨Ozger M., S¸en Z., "Prediction of wave parameters by using fuzzy logic approach", Ocean Engineering, 34(3-4), (2007) : 460-469.
[25] Queffeulou P., "Long-term validation of wave height measurements from altimeters", Marine Geodesy, 27(3-4), (2004) : 495-510.
[26] Queffeulou P., Bentamy A., Croiz´e-Fillon D., "Analysis of seasonal wave height anomalies from satellite data over the global oceans", In Proceedings of the ESA Living Planet Symposium, Bergen, Norway, SP-686, ESA (2010).
[27] Queffeulou P., Croiz´e-Fillon D., "Global Altimeter SWH Data Set", Technical Report, IFREMER, Brest (2012).
[28] Francis O.P., Panteleev G.G., Atkinson D.E., "Ocean wave conditions in the Chukchi Sea from satellite and in situ observations", Geophysical Research Letters, 38(24), L24610 (2011).
[29] Shaeb K.H.B., Anand A., Joshi A.K., Bhandari S.M., "Comparison of near coastal significant wave height measurements from SARAL/AltiKa with wave rider buoys in the Indian region", Marine Geodesy, 38(1), (2015) : 422-436.
[30] Kumar U.M., Swain D., Sasamal S.K., Reddy N.N., Ramanjappa T., "Validation of SARAL/AltiKa significant wave height and wind speed observations over the North Indian Ocean", Journal of Atmospheric and Solar-Terrestrial Physics, 135, (2015) : 174-180.
[31] Cavaleri L., Sclavo M., "The calibration of wind and wave model data in the Mediterranean Sea", Coastal Engineering, 53(7), (2006) : 613-627.
[32] Galanis G., Hayes D., Zodiatis G., Chu P.C., Kuo Y.-H., Kallos G., "Wave height characteristics in the Mediterranean Sea by means of numerical modeling, satellite data, statistical and geometrical techniques", Marine Geophysical Research, 33(1), (2012) : 1-15.
[33] Hithin N.K., Kumar V.S., Shanas P.R., "Trends of wave height and period in the Central Arabian Sea from 1996 to 2012: a study based on satellite altimeter data", Ocean Engineerin, 108, (2015) : 416-425.
[34] Soomere T., Keevallik S., "Anisotropy of moderate and strong winds in the Baltic proper", Proc. Estonian Acad. Sci. Eng., 7(1), (2001) : 35-49.
[35] Scharroo R., "RADS version 3.1 User Manual and Format Specifications", Available at http://rads.tudelft.nl/rads/radsmanual.pdf [viewed 17 July 2016], 2012.
[36] Scharroo R., Leuliette E.W., Lillibridge J.L., Byrne D., Naeije M.C. & Mitchum G.T., "RADS: consistent multi-mission products. In Proceedings of the Symposium on 20 Years of Progress in Radar Altimetry", Venice, 20-28 September, 2012. European Space Agency Special Publication, SP-710, (2013) : 1-4.
[37] Chelton D.B., Ries J.C., Haines B.J., Fu L.-L., Callahan P.S., "Satellite altimetry. In Satellite Altimetry and the Earth Sciences: A Handbook for Techniques and Applications", L.-L. Fu and A. Cazenave, Eds., Academic Press, San Diego, Calif., (2001) : 1-131.
[38] Lebedev S.A., Kostyanoi A.G., Lavrova O.Yu., "Dynamics of the Caspian Sea from satellite altimetry data", Modern problems of Earth remote sensing from space, 12 (4), (2015) : 72-85.
[39] Shiea M., Chegini V., Bidokhti A.A., "Impact of wind and thermal forcing on the seasonal variation of three-dimensional circulation in the Caspian Sea", Indian Journal of Geo-Marine Sciences, 45(5), (2016) : 671-686.
[40] Kamranzad B., Etemad-Shahidi A., Chegini V., "Sustainability of wave energy resources in southern Caspian Sea", Energy, 97, (2016) : 549-559.
[41] Sharbaty S., "3-D Simulation of Wind-Induced Currents Using MIKE 3 HS Model in the Caspian Sea", Canadian Journal on Computing in Mathematics, Natural Sciences, Engineering and Medicine, 3(3), (2012) : 45-54.
[42] Klige R.K., Myagkov M.S., "Changes in the water regime of the Caspian sea", GeoJournal, 27(3), (1992) : 299-307.
[43] Alamian R., Shafaghat R., Hosseini S.S., Zainali A., "Wave energy potential along the southern coast of the Caspian Sea", International Journal of Marine Energy, 19, (2017) : 221-234.
[44] Lebedev S.A., Kostianoy A.G., "Satellite altimetry of the Caspian Sea", Sovremennye Problemy Distantsionnogo Zondirovaniya Zemli iz Kosmosa [Modern problems of remote sensing of the Earth from space] vol. 2, no 3 (2006): 113-120.
[45] Lebedev S.A., Kostianoy A.G., "Integrated Use of Satellite Altimetry in the Investigation of the Meteorological, Hydrological, and Hydrodynamic Regime of the Caspian Sea", J. Terrestrial Atmospheric and Oceanic Sciences 19(1-2), (2008) : 71-82, doi: 10.3319/TAO.2008.19.1-2.71.
[46] LebedevS.A.,"InvestigationseasonalandinterannualvariabilityoftheCaspianSeaDynamicsbasedonSatelliteAltimetry data", Proceedings of Living Planet Symposium, Czech Republic, Prague (2016).
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Как цитировать
Rakisheva, Z. B., Kudryavtseva, N., Kussembayeva, K. K., & Sakhayeva, A. K. (2019). Изучение изменения средних волн в Каспийском море по альтиметрическим данным. Вестник КазНУ. Серия математика, механика, информатика, 101(1), 59–75. https://doi.org/10.26577/JMMCS-2019-1-618
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Механика
