메뉴 건너뛰기




Volumn 63, Issue 1, 2013, Pages 43-61

Application of data assimilation for improving forecast of water levels and residual currents in Singapore regional waters

Author keywords

Data assimilation; Ensemble Kalman filter; Malacca Strait; Non tidal currents; Sea level anomaly; Singapore regional waters

Indexed keywords

DATA ASSIMILATION; ENSEMBLE KALMAN FILTER; MALACCA STRAIT; SEA LEVEL ANOMALY; SINGAPORE;

EID: 84872284104     PISSN: 16167341     EISSN: 16167228     Source Type: Journal    
DOI: 10.1007/s10236-012-0584-y     Document Type: Article
Times cited : (29)

References (41)
  • 1
    • 55549144355 scopus 로고    scopus 로고
    • Data-model integration - An approach to assimilation of sea level anomaly data into an oceanographic model
    • G. Navarro E. Playan (eds) Zaragoza Spain
    • Babovic V (2007) Data-model integration - an approach to assimilation of sea level anomaly data into an oceanographic model. In: Navarro PG, Playan E (eds) Num modelling of hydrodynamics for water resources. Zaragoza, Spain, pp 67-75
    • (2007) Num Modelling of Hydrodynamics for Water Resources , pp. 67-75
    • Babovic, V.1
  • 2
    • 84872338734 scopus 로고    scopus 로고
    • Efficient data assimilation for accurate forecasting of sea-level anomalies and residual currents using the Singapore regional model
    • doi: EGU2011-8492
    • Babovic V, Karri RR, Wang X, Ooi SK, Badwe A (2011) Efficient data assimilation for accurate forecasting of sea-level anomalies and residual currents using the Singapore regional model. Geophys Res Abstr 13. doi: EGU2011-8492
    • (2011) Geophys Res Abstr , vol.13
    • Babovic, V.1    Karri, R.R.2    Wang, X.3    Ooi, S.K.4    Badwe, A.5
  • 3
    • 9944222570 scopus 로고    scopus 로고
    • Error correction of a predictive ocean wave model using local model approximation
    • 10.1016/j.jmarsys.2004.05.028
    • Babovic V, Sannasiraj SA, Chan ES (2005) Error correction of a predictive ocean wave model using local model approximation. J Mar Syst 53(1-4):1-17
    • (2005) J Mar Syst , vol.53 , Issue.1-4 , pp. 1-17
    • Babovic, V.1    Sannasiraj, S.A.2    Chan, E.S.3
  • 5
    • 0035472567 scopus 로고    scopus 로고
    • Improving the singular evolutive extended Kalman filter for strongly nonlinear models for use in ocean data assimilation
    • 10.1088/0266-5611/17/5/319
    • Carme S, Dinh-Tuan P, Verron J (2001) Improving the singular evolutive extended Kalman filter for strongly nonlinear models for use in ocean data assimilation. Inverse Prob 17(5):1535-1559
    • (2001) Inverse Prob , vol.17 , Issue.5 , pp. 1535-1559
    • Carme, S.1    Dinh-Tuan, P.2    Verron, J.3
  • 8
    • 35548940677 scopus 로고    scopus 로고
    • Application of data assimilation in portable operational forecasting systems - The DATools assimilation environment
    • 10.1007/s10236-007-0124-3
    • El Serafy G, Gerritsen H, Hummel S, Weerts A, Mynett A, Tanaka M (2007) Application of data assimilation in portable operational forecasting systems - the DATools assimilation environment. Ocean Dyn 57(4):485-499
    • (2007) Ocean Dyn , vol.57 , Issue.4 , pp. 485-499
    • El Serafy, G.1    Gerritsen, H.2    Hummel, S.3    Weerts, A.4    Mynett, A.5    Tanaka, M.6
  • 9
    • 49449112815 scopus 로고    scopus 로고
    • Improving the operational forecasting system of the stratified flow in Osaka Bay using an ensemble Kalman filter based steady state Kalman filter
    • W06416
    • El Serafy G, Mynett AE (2008) Improving the operational forecasting system of the stratified flow in Osaka Bay using an ensemble Kalman filter based steady state Kalman filter. Water Resour Res 44(6):1-19, W06416
    • (2008) Water Resour Res , vol.44 , Issue.6 , pp. 1-19
    • El Serafy, G.1    Mynett, A.E.2
  • 10
    • 81255186207 scopus 로고    scopus 로고
    • OpenDA open source generic data assimilation environment and its application in process models
    • doi: EGU2010-9346-2
    • El Serafy G, Verlaan M, Hummel S, Weerts A, Dhondia J (2010) OpenDA open source generic data assimilation environment and its application in process models. Geophys Res Abstr 12. doi: EGU2010-9346-2
    • (2010) Geophys Res Abstr , vol.12
    • El Serafy, G.1    Verlaan, M.2    Hummel, S.3    Weerts, A.4    Dhondia, J.5
  • 11
    • 0028193070 scopus 로고
    • Sequential data assimilation with a nonlinear quasi-geostrophic model using Monte Carlo methods to forecast error statistics
    • 10.1029/94JC00572
    • Evensen G (1994) Sequential data assimilation with a nonlinear quasi-geostrophic model using Monte Carlo methods to forecast error statistics. J Geophys Res 99(C5):10143-10162
    • (1994) J Geophys Res , vol.99 C5 , pp. 10143-10162
    • Evensen, G.1
  • 14
    • 46749107461 scopus 로고    scopus 로고
    • Real-time wave forecasting using genetic programming
    • 10.1016/j.oceaneng.2008.04.007
    • Gaur S, Deo MC (2008) Real-time wave forecasting using genetic programming. Ocean Eng 35(11-12):1166-1172
    • (2008) Ocean Eng , vol.35 , Issue.11-12 , pp. 1166-1172
    • Gaur, S.1    Deo, M.C.2
  • 15
    • 84872354539 scopus 로고    scopus 로고
    • MH Box - Analysis and prediction of Sea Level Anomalies and associated currents in Singapore and Malacca straits
    • Chile doi: 188a163
    • Gerritsen H, Twigt D, Mynett A, Calkoen C, Babovic V (2009) MH Box - analysis and prediction of Sea Level Anomalies and associated currents in Singapore and Malacca straits. In: Proc of 8th Int conf of Hydroinform, Chile, p 10. doi: 188a163
    • (2009) Proc of 8th Int Conf of Hydroinform , pp. 10
    • Gerritsen, H.1    Twigt, D.2    Mynett, A.3    Calkoen, C.4    Babovic, V.5
  • 16
    • 77950864370 scopus 로고    scopus 로고
    • Sea water level forecasting using genetic programming and comparing the performance with Artificial Neural Networks
    • 10.1016/j.cageo.2009.09.014
    • Ghorbani MA, Khatibi R, Aytek A, Makarynskyy O, Shiri J (2010) Sea water level forecasting using genetic programming and comparing the performance with Artificial Neural Networks. Comput Geosci 36(5):620-627
    • (2010) Comput Geosci , vol.36 , Issue.5 , pp. 620-627
    • Ghorbani, M.A.1    Khatibi, R.2    Aytek, A.3    Makarynskyy, O.4    Shiri, J.5
  • 17
    • 0035391382 scopus 로고    scopus 로고
    • Variance reduced ensemble kalman filtering
    • 10.1175/1520-0493(2001)129<1718:VREKF>2.0.CO;2
    • Heemink AW, Verlaan M, Segers AJ (2001) Variance reduced ensemble kalman filtering. Mon Weather Rev 129(7):1718-1728
    • (2001) Mon Weather Rev , vol.129 , Issue.7 , pp. 1718-1728
    • Heemink, A.W.1    Verlaan, M.2    Segers, A.J.3
  • 18
    • 0032024819 scopus 로고    scopus 로고
    • Data assimilation using an ensemble Kalman filter technique
    • 10.1175/1520-0493(1998)126<0796:DAUAEK>2.0.CO;2
    • Houtekamer PL, Mitchell HL (1998) Data assimilation using an ensemble Kalman filter technique. Mon Weather Rev 126(3):796-811
    • (1998) Mon Weather Rev , vol.126 , Issue.3 , pp. 796-811
    • Houtekamer, P.L.1    Mitchell, H.L.2
  • 19
    • 85024429815 scopus 로고
    • A new approach to linear filtering and prediction problems
    • 10.1115/1.3662552
    • Kalman RE (1960) A new approach to linear filtering and prediction problems. J basic eng 82(1):35-45
    • (1960) J Basic Eng , vol.82 , Issue.1 , pp. 35-45
    • Kalman, R.E.1
  • 21
    • 84872353126 scopus 로고    scopus 로고
    • Improving predictions of water levels and currents for Singapore regional waters through Data Assimilation using OpenDA
    • Brisbane, Australia, 2011. Engineers Australia
    • Karri RR, Wang X, Ooi SK, Babovic V, Gerritsen H (2011) Improving predictions of water levels and currents for Singapore regional waters through Data Assimilation using OpenDA. In: Proc of 34th IAHR Biennial Congress, Brisbane, Australia, 2011. Engineers Australia, pp 4521-4528
    • (2011) Proc of 34th IAHR Biennial Congress , pp. 4521-4528
    • Karri, R.R.1    Wang, X.2    Ooi, S.K.3    Babovic, V.4    Gerritsen, H.5
  • 22
    • 69949164682 scopus 로고    scopus 로고
    • Further hydraulic model studies for Pulau Ubin & Pulau Tekong reclamation scheme
    • Delft Hydraulics Report Z3437, Delft, The Netherlands
    • Kernkamp H, Zijl F (2004) Further hydraulic model studies for Pulau Ubin & Pulau Tekong reclamation scheme. Interim report on hydrodynamic modelling - model set-up and calibration. Delft Hydraulics Report Z3437, Delft, The Netherlands
    • (2004) Interim Report on Hydrodynamic Modelling - Model Set-up and Calibration
    • Kernkamp, H.1    Zijl, F.2
  • 23
    • 84858854021 scopus 로고    scopus 로고
    • Calibrating the regional tidal prediction of the Singapore Regional Model using OpenDA
    • Tao J, Chen Q, Liong S-Y (eds) Tianjin, China, 2010. Chemical Industry
    • Kurniawan A, Ooi SK, Gerritsen H, and Twigt D (2010) Calibrating the regional tidal prediction of the Singapore Regional Model using OpenDA. In: Tao J, Chen Q, Liong S-Y (eds) Proc of 9th Int Conf of Hydroinform, Tianjin, China, 2010. Chemical Industry. pp 1406-1413
    • (2010) Proc of 9th Int Conf of Hydroinform , pp. 1406-1413
    • Kurniawan, A.1    Ooi, S.K.2    Gerritsen, H.3    Twigt, D.4
  • 24
    • 81255134078 scopus 로고    scopus 로고
    • Sensitivity analysis of the tidal representation in Singapore Regional Waters in a data assimilation environment
    • 10.1007/s10236-011-0415-6
    • Kurniawan A, Ooi SK, Hummel S, Gerritsen H (2011) Sensitivity analysis of the tidal representation in Singapore Regional Waters in a data assimilation environment. Ocean Dyn 61(8):1121-1136
    • (2011) Ocean Dyn , vol.61 , Issue.8 , pp. 1121-1136
    • Kurniawan, A.1    Ooi, S.K.2    Hummel, S.3    Gerritsen, H.4
  • 25
    • 0345476329 scopus 로고    scopus 로고
    • Comparison of extended and ensemble Kalman filters for data assimilation in coastal area modelling
    • 10.1002/(SICI)1097-0363(19991130)31:6<961: AID-FLD907>3.0.CO;2-0
    • Madsen H, Canizares R (1999) Comparison of extended and ensemble Kalman filters for data assimilation in coastal area modelling. Int J Numer Methods Fluids 31(6):961-981
    • (1999) Int J Numer Methods Fluids , vol.31 , Issue.6 , pp. 961-981
    • Madsen, H.1    Canizares, R.2
  • 26
    • 84861096829 scopus 로고    scopus 로고
    • Wave data assimilation using a hybrid approach in the Persian Gulf
    • 10.1007/s10236-012-0529-5
    • Moeini M, Etemad-Shahidi A, Chegini V, Rahmani I (2012) Wave data assimilation using a hybrid approach in the Persian Gulf. Ocean Dyn 62(5):785-797
    • (2012) Ocean Dyn , vol.62 , Issue.5 , pp. 785-797
    • Moeini, M.1    Etemad-Shahidi, A.2    Chegini, V.3    Rahmani, I.4
  • 27
    • 84872294126 scopus 로고    scopus 로고
    • The effect of grid resolution and weather forcing on hydrodynamic modelling of South East Asian waters
    • Vancouver, Canada
    • Ooi SK, Zemskyy P, Sisomphon P, Gerritsen H, Twigt D (2009) The effect of grid resolution and weather forcing on hydrodynamic modelling of South East Asian waters In: Proc of 33rd IAHR Congress, Vancouver, Canada, pp 3712-3719
    • (2009) Proc of 33rd IAHR Congress , pp. 3712-3719
    • Ooi, S.K.1    Zemskyy, P.2    Sisomphon, P.3    Gerritsen, H.4    Twigt, D.5
  • 28
    • 71149107673 scopus 로고    scopus 로고
    • Data assimilation with the EnKF in a 1-D numerical model of a North Sea station
    • 10.1007/s10236-009-0224-3
    • Ponsar S, Luyten P (2009) Data assimilation with the EnKF in a 1-D numerical model of a North Sea station. Ocean Dyn 59(6):983-996
    • (2009) Ocean Dyn , vol.59 , Issue.6 , pp. 983-996
    • Ponsar, S.1    Luyten, P.2
  • 29
    • 84872319838 scopus 로고    scopus 로고
    • Genetic programming based sea level anomaly forecasting models as data assimilation tools
    • Auckland, New Zealand
    • Rao R, Babovic V (2010) Genetic programming based sea level anomaly forecasting models as data assimilation tools. In: Proc of 17th IAHR-APD cong, Auckland, New Zealand
    • (2010) Proc of 17th IAHR-APD Cong
    • Rao, R.1    Babovic, V.2
  • 30
    • 84872331743 scopus 로고    scopus 로고
    • South China Sea winds as a triggering mechanism for sea level anomalies around the Singapore coast
    • Jinhua Tao, Qiuwen Chen, Liong S-Y (eds) Tianjin, China, 2010. Chemical Industry
    • Rao R, Gerritsen H, Van den Boogaard H, Babovic V (2010) South China Sea winds as a triggering mechanism for sea level anomalies around the Singapore coast. In: Jinhua Tao, Qiuwen Chen, Liong S-Y (eds) Proc of 9th Int Conf on Hydroinform, Tianjin, China, 2010. Chemical Industry, pp 1266-1273
    • (2010) Proc of 9th Int Conf on Hydroinform , pp. 1266-1273
    • Rao, R.1    Gerritsen, H.2    Van Den Boogaard, H.3    Babovic, V.4
  • 31
    • 14544278876 scopus 로고    scopus 로고
    • Local model approximation in the real time wave forecasting
    • 10.1016/j.coastaleng.2004.12.004
    • Sannasiraj SA, Babovic V, Chan ES (2005) Local model approximation in the real time wave forecasting. Coast Eng 52(3):221-236
    • (2005) Coast Eng , vol.52 , Issue.3 , pp. 221-236
    • Sannasiraj, S.A.1    Babovic, V.2    Chan, E.S.3
  • 32
    • 3042563456 scopus 로고    scopus 로고
    • Enhancing tidal prediction accuracy in a deterministic model using chaos theory
    • 10.1016/j.advwatres.2004.03.006
    • Sannasiraj SA, Zhang H, Babovic V, Chan ES (2004) Enhancing tidal prediction accuracy in a deterministic model using chaos theory. Adv Water Resour 27(7):761-772
    • (2004) Adv Water Resour , vol.27 , Issue.7 , pp. 761-772
    • Sannasiraj, S.A.1    Zhang, H.2    Babovic, V.3    Chan, E.S.4
  • 33
    • 18544402660 scopus 로고    scopus 로고
    • Efficient Kalman filter techniques for the assimilation of tide gauge data in three-dimensional modeling of the North Sea and Baltic Sea system
    • 10.1029/2003JC002144
    • Sorensen JVT, Madsen H (2004) Efficient Kalman filter techniques for the assimilation of tide gauge data in three-dimensional modeling of the North Sea and Baltic Sea system. J Geophys Res 109(C3):C03017
    • (2004) J Geophys Res , vol.109 C3 , pp. 03017
    • Sorensen, J.V.T.1    Madsen, H.2
  • 34
    • 78349305293 scopus 로고    scopus 로고
    • Multi-step-ahead model error prediction using time-delay neural networks combined with chaos theory
    • 10.1016/j.jhydrol.2010.10.020
    • Sun Y, Babovic V, Chan ES (2010) Multi-step-ahead model error prediction using time-delay neural networks combined with chaos theory. J Hydrol 395(1-2):109-116
    • (2010) J Hydrol , vol.395 , Issue.1-2 , pp. 109-116
    • Sun, Y.1    Babovic, V.2    Chan, E.S.3
  • 35
    • 84862801155 scopus 로고    scopus 로고
    • Artificial neural networks as routine for error correction with an application in Singapore regional model
    • 10.1007/s10236-012-0524-x
    • Sun Y, Babovic V, Chan ES (2012) Artificial neural networks as routine for error correction with an application in Singapore regional model. Ocean Dyn 62(5):661-669
    • (2012) Ocean Dyn , vol.62 , Issue.5 , pp. 661-669
    • Sun, Y.1    Babovic, V.2    Chan, E.S.3
  • 37
    • 84859902799 scopus 로고    scopus 로고
    • Residual flow and tidal asymmetry in the Singapore Strait, with implications for resuspension and residual transport of sediment
    • 10.1029/2011JC007615
    • van Maren DS, Gerritsen H (2012) Residual flow and tidal asymmetry in the Singapore Strait, with implications for resuspension and residual transport of sediment. J Geophys Res 117(C4):C04021
    • (2012) J Geophys Res , vol.117 C4 , pp. 04021
    • Van Maren, D.S.1    Gerritsen, H.2
  • 38
    • 77649237034 scopus 로고    scopus 로고
    • Application of generic data assimilation tools (DATools) for flood forecasting purposes
    • 10.1016/j.cageo.2009.07.009
    • Weerts AH, El Serafy GY, Hummel S, Dhondia J, Gerritsen H (2010) Application of generic data assimilation tools (DATools) for flood forecasting purposes. Comput Geosci 36(4):453-463
    • (2010) Comput Geosci , vol.36 , Issue.4 , pp. 453-463
    • Weerts, A.H.1    El Serafy, G.Y.2    Hummel, S.3    Dhondia, J.4    Gerritsen, H.5
  • 39
    • 77954762281 scopus 로고    scopus 로고
    • Validation and application of an ensemble Kalman filter in the Selat Pauh of Singapore
    • 10.1007/s10236-009-0253-y
    • Wei J, Malanotte-Rizzoli P (2010) Validation and application of an ensemble Kalman filter in the Selat Pauh of Singapore. Ocean Dyn 60(2):395-401
    • (2010) Ocean Dyn , vol.60 , Issue.2 , pp. 395-401
    • Wei, J.1    Malanotte-Rizzoli, P.2
  • 40
    • 0030404193 scopus 로고    scopus 로고
    • Application of Kalman filter to short-term tide level prediction
    • 10.1061/(ASCE)0733-950X(1996)122:5(226)
    • Yen P-H, Jan C-D, Lee Y-P, Lee H-F (1996) Application of Kalman filter to short-term tide level prediction. J WaterW Port C 122(5):226-231
    • (1996) J WaterW Port C , vol.122 , Issue.5 , pp. 226-231
    • Yen, P.-H.1    Jan, C.-D.2    Lee, Y.-P.3    Lee, H.-F.4
  • 41
    • 33846046997 scopus 로고    scopus 로고
    • Incorporation of artificial neural networks and data assimilation techniques into a third-generation wind-wave model for wave forecasting
    • Zhang ZX, Li CW, Qi YQ, Li YS (2006) Incorporation of artificial neural networks and data assimilation techniques into a third-generation wind-wave model for wave forecasting. J Hydroinform 8(1):65-76
    • (2006) J Hydroinform , vol.8 , Issue.1 , pp. 65-76
    • Zhang, Z.X.1    Li, C.W.2    Qi, Y.Q.3    Li, Y.S.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.