NUMERICAL MODELLING OF HYDRODYNAMICS AND EVIDENCE OF CAY EROSION IN SERIBU ISLANDS. by Gabriella Alodia

Similar documents
2 MATERIALS AND METHODS

INFLUENCES OF GROUNDWATER, RAINFALL, AND TIDES ON BEACH PROFILES CHANGES AT DESARU BEACH FARIZUL NIZAM BIN ABDULLAH

DEVELOPMENT OF GEODETIC DEFORMATION ANALYSIS SOFTWARE BASED ON ITERATIVE WEIGHTED SIMILARITY TRANSFORMATION TECHNIQUE ABDALLATEF A. M.

REACTIVITY INSERTION ACCIDENT ANALYSIS OF KARTINI REACTOR

INVESTIGATION OF THE SOLID EARTH TIDE BASED ON GPS OBSERVATION AND SUPERCONDUCTING GRAVIMETER DATA

INVESTIGATION OF THE SOLID EARTH TIDE BASED ON GPS OBSERVATION AND SUPERCONDUCTING GRAVIMETER DATA

MATHEMATICAL MODELING FOR TSUNAMI WAVES USING LATTICE BOLTZMANN METHOD SARA ZERGANI. UNIVERSITI TEKNOLOGI MALAYSIAi

HUBUNGAN TIME-LAG ANTARA SUHU PERMUKAAN LAUT LOKAL DENGAN CURAH HUJAN DIATAS KAWASAN JAWA-BALI ABSTRAK

OPTICAL TWEEZER INDUCED BY MICRORING RESONATOR MUHAMMAD SAFWAN BIN ABD AZIZ

FUNCTIONAL ANALYSIS OF Phalaenopsis aphrodite Flowering locus T1 FLOWERING GENE ON TOBACCO PLANT (Nicotiana tabacum L.) ABSTRACT

ABSTRAK. Pemetaan Kerentanaan Banjir Dengan Metode Kualitatif Pada Area Pemukiman: Studi kasus di Thach Ha Distrik, Propinsi Ha Tinh, Vietnam

ONLINE LOCATION DETERMINATION OF SWITCHED CAPACITOR BANK IN DISTRIBUTION SYSTEM AHMED JAMAL NOORI AL-ANI

MATHEMATICAL MODELLING OF UNSTEADY BIOMAGNETIC FLUID FLOW AND HEAT TRANSFER WITH GRAVITATIONAL ACCELERATION

MODELING AND CONTROL OF A CLASS OF AERIAL ROBOTIC SYSTEMS TAN ENG TECK UNIVERSITI TEKNOLOGY MALAYSIA

A BRIEF DESCRIPTION OF THE DIALECT OF TOBA LANGUAGE IN REGION OF TOBASA, SAMOSIR, AND TAPANULI UTARA

Exploring Derivatives by Means of GeoGebra

SHAPE-BASED TWO DIMENSIONAL DESCRIPTOR FOR SEARCHING MOLECULAR DATABASE

EVALUATION OF FUSION SCORE FOR FACE VERIFICATION SYSTEM REZA ARFA

EFFECTS OF Ni 3 Ti (DO 24 ) PRECIPITATES AND COMPOSITION ON Ni-BASED SUPERALLOYS USING MOLECULAR DYNAMICS METHOD

UNIVERSITI PUTRA MALAYSIA

A STUDY ON THE CHARACTERISTICS OF RAINFALL DATA AND ITS PARAMETER ESTIMATES JAYANTI A/P ARUMUGAM UNIVERSITI TEKNOLOGI MALAYSIA

Detecting Coastline Changes use GIS geospatial techniques in Island Carey- Morib Coast, Selangor, Malaysia

ALTERNATIVE STRIP METHOD FOR A LATERALLY DRIFTING SHIP IN WAVES MUHAMAD BIN RAMLI

THE QUALITY IMPROVEMENT OF CONCRETE PAVING PRODUCTS USING TAGUCHI METHODS

MODELING AND SIMULATION OF BILAYER GRAPHENE NANORIBBON FIELD EFFECT TRANSISTOR SEYED MAHDI MOUSAVI UNIVERSITI TEKNOLOGI MALAYSIA

Effect of Swept Angle on Aerodynamic Force Generation of a Swept Twist Round (STR) Vertical Blade

ORBITAL TRAJECTORY SIMULATION ON TWIN STARS SYSTEM IN IFS FRACTAL MODEL BASED ON HYBRID ANIMATION METHOD.

Behaviors of Pipe-Soil Interaction on Unstable Slopes by Finite Element Simulation

INDIRECT TENSION TEST OF HOT MIX ASPHALT AS RELATED TO TEMPERATURE CHANGES AND BINDER TYPES AKRIMA BINTI ABU BAKAR

MONTE CARLO SIMULATION OF NEUTRON RADIOGRAPHY 2 (NUR-2) SYSTEM AT TRIGA MARK II RESEARCH REACTOR OF MALAYSIAN NUCLEAR AGENCY

SYNTHESIS AND CHARACTERIZATION OF SUPRAMOLECULAR POLYMER BASED ON LINOLEIC ACID OF SUNFLOWER OIL MILI PURBAYA UNIVERSITI TEKNOLOGI MALAYSIA

Quality Improvement of Seismic Image from 2D PSDM (Pre Stack Depth Migration) Using Tomography for Interval Velocity Model Refinement

ULTIMATE STRENGTH ANALYSIS OF SHIPS PLATE DUE TO CORROSION ZULFAQIH BIN LAZIM

Seasonal Mean Variability of Coral-based Sea Surface Salinity from Simeulue, Mentawai, Bunaken, and Bali

DETECTION OF STRUCTURAL DEFORMATION FROM 3D POINT CLOUDS JONATHAN NYOKA CHIVATSI UNIVERSITI TEKNOLOGI MALAYSIA

THE DEVELOPMENT OF PORTABLE SENSOR TO DETERMINE THE FRESHNESS AND QUALITY OF FRUITS USING CAPACITIVE TECHNIQUE LAI KAI LING

Bonding at Particle Contacts. Suyud R. Karyasuparta. Keywords: cohesive bonding, particle contacts, sliding contacts, contact cohesion.

ORGANOCHLORINE PESTICIDES (OCPS) IN SEDIMENTS OF NORTHEAST COAST OF BORNEO SABAH AND SULU SULAWESI SEA, MALAYSIA NOORKHALISAH BT KHAMARUDIN

TWO-PARTICLE THERMAL DENSITY MATRICES IN ONE DIMENSION USING FINITE DIFFERENCE TIME DOMAIN (FDTD) METHOD

ROOFTOP MAPPING AND INFORMATION SYSTEM FOR RAINWATER HARVESTING SURAYA BINTI SAMSUDIN UNIVERSITI TEKNOLOGI MALAYSIA

Subsurface Mapping of Ground Water using Schlumberger Configuration in Upstream of Brantas River, Batu area, East Java, Indonesia

THE INCLINATION OF COASTLINE CHANGES AND ITS IMPLICATION FOR LANDUSE MANAGEMENT OF KARAWANG DISTRICT, WEST JAWA PROVINCE

The use of MIKE21 to study the. barrier beach system of Inner Dingle Bay, Co. Kerry, Ireland. Dr. Michael O Shea Malachy Walsh and Partners

COVRE OPTIMIZATION FOR IMAGE STEGANOGRAPHY BY USING IMAGE FEATURES ZAID NIDHAL KHUDHAIR

FINITE ELEMENT METHOD FOR TWO-DIMENSIONAL ELASTICITY PROBLEM HANIMAH OTHMAN

NUMERICAL SIMULATIONOF FLEXIBLE WINGOF HALE UAV USING TWO-WAY FLUID STRUCTURE INTERACTION METHOD

SYNTHESIS AND CHARACTERIZATION OF POLYACRYLAMIDE BASED HYDROGEL CONTAINING MAGNESIUM OXIDE NANOPARTICLES FOR ANTIBACTERIAL APPLICATIONS

This paper consists of SIX (6) structured questions. Answer any FOUR (4) questions.

STABILITY AND SIMULATION OF A STANDING WAVE IN POROUS MEDIA LAU SIEW CHING UNIVERSTI TEKNOLOGI MALAYSIA

ELIMINATION OF RAINDROPS EFFECTS IN INFRARED SENSITIVE CAMERA AHMAD SHARMI BIN ABDULLAH

FRAGMENT REWEIGHTING IN LIGAND-BASED VIRTUAL SCREENING ALI AHMED ALFAKIABDALLA ABDELRAHIM

EFFECT OF FINES CONTENT AND PLASTICITY ON LIQUEFACTION SUSCEPTIBILITY OF SAND MATRIX SOILS TAN CHOY SOON

MECHANICAL PROPERTIES OF CALCIUM CARBONATE AND COCONUT SHELL FILLED POLYPROPYLENE COMPOSITES MEHDI HEIDARI UNIVERSITI TEKNOLOGI MALAYSIA

A BRIEF DESCRIPTION OF CEREMONY OF MANGONGKAL HOLI IN TOBA BATAK A PAPER RAFAEL PARDOSI REG. NO. :

NUMERICAL SIMULATIONS ON THE EFFECTS OF USING VENTILATION FAN ON CONDITIONS OF AIR INSIDE A CAR PASSENGER COMPARTMENT INTAN SABARIAH BINTI SABRI

GENERATING MULTI-LEVEL OF DETAILS FOR THREE-DIMENSIONAL BUILDING MODELUSINGTERRESTRIAL LASER SCANNINGDATA RIZKA AKMALIA

THE DEVELOPMENT OF A HYDRAULIC FLOW METER AZAM BIN AHMAD


FLOOD MAPPING OF NORTHERN PENINSULAR MALAYSIA USING SAR IMAGES HAFSAT SALEH DUTSENWAI

UNIVERSITI PUTRA MALAYSIA GENERATING MUTUALLY UNBIASED BASES AND DISCRETE WIGNER FUNCTION FOR THREE-QUBIT SYSTEM

Study of Public Lands Compensation in Capacity and Existence of Abrasion and Accretion (Case Study: Northern Coast Region, Indramayu, West Java)

DEVELOPMENT OF PROCESS-BASED ENTROPY MEASUREMENT FRAMEWORK FOR ORGANIZATIONS MAHMOOD OLYAIY

APPLICATION OF GIS FOR ASSESSING PRAWN FARM DEVELOPMENT IN TULLY-CARDWELL, NORTH QUEENSLAND

ROOT FINDING OF A SYSTEM OF NONLINEAR EQUATIONS USING THE COMBINATION OF NEWTON, CONJUGATE GRADIENT AND QUADRATURE METHODS

A COMPARISO OF MODAL FLEXIBILITY METHOD A D MODAL CURVATURE METHOD I STRUCTURAL DAMAGE DETECTIO OOR SABRI A ZAHARUDI

HIGH RESOLUTION DIGITAL ELEVATION MODEL GENERATION BY SEMI GLOBAL MATCHING APPROACH SITI MUNIRAH BINTI SHAFFIE

CHARACTERISTICS OF SOLITARY WAVE IN FIBER BRAGG GRATING MARDIANA SHAHADATUL AINI BINTI ZAINUDIN UNIVERSITI TEKNOLOGI MALAYSIA

The Spatial Distribution of Bed Sediments at Krueng Cut Estuary: The Sieve Analysis Approach

A COMPUTATIONAL FLUID DYNAMIC FRAMEWORK FOR MODELING AND SIMULATION OF PROTON EXCHANGE MEMBRANE FUEL CELL HAMID KAZEMI ESFEH

HYDROGEN RECOVERY FROM THE REFORMING GAS USING COMMERCIAL ACTIVATED CARBON MEHDI RAHMANIAN

WIND TUNNEL TEST TO INVESTIGATE TRANSITION TO TURBULENCE ON WIND TURBINE AIRFOIL MAHDI HOZHABRI NAMIN UNIVERSITI TEKNOLOGI MALAYSIA

COMPUTATIONAL STUDY OF TURBULENT UNCONFINED SWIRL FLAMES ANIS ATHIRAH BINTI MOHD AZLI

INDEX SELECTION ENGINE FOR SPATIAL DATABASE SYSTEM MARUTO MASSERIE SARDADI UNIVERSITI TEKNOLOGI MALAYSIA

SEDIMENTATION RATE AT SETIU LAGOON USING NATURAL. RADIOTRACER 210 Pb TECHNIQUE

SCES2260 : KAEDAH SPEKTROSKOPI DALAM KIMIA ORGANIK SPECTROSCOPIC METHODS IN ORGANIC CHEMISTRY

CORE DESIGN OF TRIGA2000 BANDUNG USING U 3 SI 2 /AL FUEL ELEMENT MTR TYPE

ADSORPTION AND STRIPPING OF ETHANOL FROM AQUEOUS SOLUTION USING SEPABEADS207 ADSORBENT

EMPIRICAL STRENQTH ENVELOPE FOR SHALE NUR 'AIN BINTI MAT YUSOF

Marine Current Potential Energy for Environmental Friendly Electricity Generation in Bali, Lombok and Makassar Straits

What if we didn t have The Moon?

NUMERICAL SIMULATION OF FLOW OVER TWO DIMENSIONAL MOUNTAIN RIDGE USING SIMPLE ISENTROPIC MODEL

DRIVEN LARVAL TRANSPORT ON SALEH BAY, SUMBAWA, INDONESIA *)

Chalcone Based Colorimetric Sensor for Anions: Experimental and TD-DFT Study

Seismic Response Analysis along the Coastal Area of Bengkulu during the September 2007 Earthquake

ANOLYTE SOLUTION GENERATED FROM ELECTROCHEMICAL ACTIVATION PROCESS FOR THE TREATMENT OF PHENOL

THE EFFECTIVENESS OF RIVER MORPHOLOGYCAL MODIFICATION TO SOLVE SEDIMENTATION PROBLEM AT SAMPORA WATER TREATMENT PLANT FREE INTAKE

ANALYSIS OF RAFT AND PILE CAPACITY DISTRIBUTION ON PILE RAFT FOUNDATION SYSTEM WITH PLAXIS 3D

AN APPROPRIATE LOT SIZING TECHNIQUE FOR INVENTORY POLICY PROBLEM WITH DECREASING DEMAND

ARTIFICIAL NEURAL NETWORK AND KALMAN FILTER APPROACHES BASED ON ARIMA FOR DAILY WIND SPEED FORECASTING OSAMAH BASHEER SHUKUR

3D PROPERTIES MODELING TO SUPPORT RESERVOIR CHARACTERISTICS OF W-ITB FIELD IN MADURA STRAIT AREA

STABILITY OF TRIAXIAL WEAVE FABRIC COMPOSITES EMPLOYING FINITE ELEMENT MODEL WITH HOMOGENIZED CONSTITUTIVE RELATION NORHIDAYAH RASIN

POSITION CONTROL USING FUZZY-BASED CONTROLLER FOR PNEUMATIC-SERVO CYLINDER IN BALL AND BEAM APPLICATION MUHAMMAD ASYRAF BIN AZMAN

COMMUTATIVITY DEGREES AND RELATED INVARIANTS OF SOME FINITE NILPOTENT GROUPS FADILA NORMAHIA BINTI ABD MANAF UNIVERSITI TEKNOLOGI MALAYSIA

Low Energy Depositional Systems of SE Asia: Implications for Reservoir Characterisation. General Lecture. Prof. Joseph J. Lambiase

Comparing t Test, Significance Test, and Criteria for Item Selection Method: A Simulation Study

NUMERICAL INVESTIGATION OF TURBULENT NANOFLUID FLOW EFFECT ON ENHANCING HEAT TRANSFER IN STRAIGHT CHANNELS DHAFIR GIYATH JEHAD

NUMERICAL STUDY OF VISCOUS EFFECTS ON ACOUSTIC WAVES

EXTREME WEATHER IMPACTS ON CITARUM CASCADE RESERVOIR OPERATION PATTERN 2011

BOUNDARY INTEGRAL EQUATION WITH THE GENERALIZED NEUMANN KERNEL FOR COMPUTING GREEN S FUNCTION FOR MULTIPLY CONNECTED REGIONS

SYNTHESIS AND CATALYTIC PERFORMANCE OF PALLADIUM(II) HYDRAZONE COMPLEXES IN SUZUKI-MIYAURA CROSS-COUPLING REACTION

Transcription:

NUMERICAL MODELLING OF HYDRODYNAMICS AND EVIDENCE OF CAY EROSION IN SERIBU ISLANDS UNDERGRADUATE THESIS Academic Writing as one of the requirements to obtain the degree of SARJANA TEKNIK in Geodetic and Geomatics Engineering Undergraduate Study Program by Gabriella Alodia 15108018 GEODETIC AND GEOMATICS ENGINEERING STUDY PROGRAM FACULTY OF EARTH SCIENCES AND TECHNOLOGY INSTITUTE OF TECHNOLOGY, BANDUNG 2012

AUTHORIZATION This Undergraduate Thesis entitled NUMERICAL MODELLING OF HYDRODYNAMICS AND EVIDENCE OF CAY EROSION IN SERIBU ISLANDS is actually made by myself and has not been previously written and submitted either in part or whole, either by me or other people, both in ITB and other educational institutions. Bandung, September 2012 Gabriella Alodia NIM. 15108018 Bandung, September 2012 Supervisor I Supervisor II Dr.rer.nat Poerbandono NIP. 19700125 199702 1 001 Dr. Eng. Totok Suprijo NIP. 19710521 199703 1 003 Head of Undergraduate Study Program of Geodesy and Geomatics Engineering Dr. Kosasih Prijatna NIP. 19600702 198810 1 001 ii

ABSTRACT Seribu (Thousand) Islands is a patch reef complexes off Jakarta Bay that have experienced severe erosions. A recent study advises that monsoonal wind-induced wave surf actions are thought to contribute to this by causing seasonal change of beach line positions. This research is intended to understand the pattern of the sand movement transport around a coral island s beach line. A two-dimensional numerical simulation is applied in order to understand the near shore current under different wind scenario, i.e. NW and SE monsoons. It is found that the net neap-spring current vectors resulted from the simulation show directional trend, which fits well the hypothetical directional pattern of seasonal sand movement. The result of this study has helped to complement recent findings on changes of beach line and development of sand spit on the focal point of which are based on the interpretation of remote sensing imagery in different epochs. Keywords: remote sensing, hydrodynamics simulation, along shore currents iii

ABSTRAK Kepulauan Seribu merupakan gugusan pulau-pulau karang yang terletak di utara Jakarta yang telah mengalami erosi. Sebuah penelitian terbaru menyatakan bahwa gelombang yang terjadi akibat angin musiman diduga memberikan kontribusi terhadap fenomena erosi tersebut, terbukti dengan adanya perubahan posisi garis pantai yang terjadi secara musiman. Penelitian ini bertujuan untuk mengetahui pola pergerakan pasir di sekitar garis pantai sebuah pulau karang. Dilakukan simulasi numerik dua-dimensi untuk mengetahui arus yang terjadi di dekat garis pantai dalam dua skenario berbeda, yaitu musim barat (NW) dan musim timur (SE). Ditemukan bahwa vektor resultan arus saat purnama dan setengah purnama. yang dihasilkan dari simulasi tersebut menunjukkan kecenderungan arah yang sesuai dengan hipotesis pola pergerakan pasir musiman. Hasil dari penelitian ini telah melengkapi penemuan-penemuan terbaru yang berkaitan dengan perubahan garis pantai serta penemuan lidah pasir berdasarkan interpretasi citra hasil penginderaan jauh dalam epok yang berbeda. Kata kunci: penginderaan jauh, simulasi hidrodinamika, arus dekat pantai iv

ACKNOWLEDGEMENT I give thanks to The Lord who gave me the strength to pull through my limit in this undergraduate education processes. The One who made me believe that everything will be beautiful in His time (Ecclesiastes 3:11). This Undergraduate Thesis titled Numerical Modelling of Hydrodynamics and Evidence of Cay Erosion in Seribu Islands would not be completed without the supports from: 1. Dr.rer.nat. Poerbandono as the 1 st Supervisor of this Undergraduate Thesis, who have given his full support on facilities and ideas on this research. 2. Dr. Eng. Totok Suprijo as the 2 nd Supervisor of this Undergraduate Thesis, who have given me the chance to learn things beyond my major study. 3. Dr. Kosasih Prijatna as one of the examiners of this Undergraduate Thesis, also as the Head of Geodetic and Geomatics Engineering Study Program. 4. Dr.rer.nat. Wiwin Windupranata as one of the examiners of this Undergraduate Thesis. 5. Dr. Irwan Meilano as my Faculty Trustee for the whole undergraduate year. 6. Mr. Moch. Id Fitrayana, Ms. Sripardi Jamelina, Ms. Leslie Bissey, Mr. Waskito, Mr. Untung, Mr. Salim, Mr. Sarwan, Budi Dipa Prabowo, and Rendy Hermawan for the support on the field experiments. 7. Umar Abdul Aziz for the discussions and references. 8. Muammar Kamadewa and Satya Mujahid for the MIKE tutorials. 9. Hydrographic room colleagues, for the discussions and accompanies. I would like to dedicate this Undergraduate Thesis to my parents, Djohansjah Adiputra and Dr. Wita Anggraini, for the full support of letting me continue my study in Bandung, to my brother, Dick Perthino Sebastian, for all the things we have had since we were only kids, to my whole big family, for the love I will never have in another, and to my greatest comrades, Ikatan Mahasiswa Geodesi. This Undergraduate Thesis is part of a research that was funded by ASAHI Glass Foundation. I hope the results could be used for the next researches. Bandung, September 2012 Gabriella Alodia v

TABLE OF CONTENT AUTHORIZATION... ii ABSTRACT... iii ABSTRAK... iv ACKNOWLEDGEMENT... v TABLE OF CONTENT... vi LIST OF FIGURES... viii LIST OF TABLES... ix 1 INTRODUCTION... 1 1.1. Background... 1 1.2. Problem Statement... 1 1.3. Objectives... 2 1.4. Study Area... 2 1.5. Research Method... 3 1.6. Structure and Contents... 4 2 MATERIALS AND METHODS... 6 2.1. Sand Movement on Coral Cays... 6 2.1.1. Monsoonal Wind... 6 2.1.2. Nodal Point Theory... 7 2.1.3. Evidence of Erosion... 9 2.2. Characteristic of Hydrodynamics in Study Area... 10 2.2.1. Field Observation... 10 2.2.2. Analysis of Observation Data... 10 2.3. Numerical Simulation Setup... 10 2.3.1. Mesh Generation... 11 2.4. Sensitivity Analysis... 13 2.4.1. Scenario of Bed Resistance... 13 2.4.2. Scenario of Wind Forcing... 15 2.5. Calibration and Validation... 16 2.5.1. Verification of Tidal Data... 16 2.5.2. Verification of Current Velocity Data... 17 2.6. Hydrodynamics Simulation... 18 2.6.1. Terms and Definition... 19 vi

2.6.2. Governing Equations... 19 2.6.3. Parameters of Simulation... 20 3 RESULTS AND ANALYSIS... 23 3.1. Terms and Definition... 23 3.2. Bathymetric Modelling... 23 3.3. Hydrodynamics Simulation... 23 3.3.1. Typical Flow Field... 24 3.3.2. Typical Total, Tidal, and Non-Tidal Current... 28 3.4. Along Shore Currents... 28 3.5. The Relation of Hydrodynamics and Sand Movement... 29 4 CONCLUSIONS AND SUGESTIONS... 31 4.1. Conclusions... 31 4.2. Suggestions... 31 REFERENCES... 33 vii

LIST OF FIGURES Figure 1.1 Study area... 3 Figure 1.2 Research flowchart... 4 Figure 2.1 Period mean monthly wind energy resultant vector, 1948-2009 (Poerbandono, 2012)... 7 Figure 2.2 Nodal point accretion at cay's leeward under predominant windinduced waves (Flood, 1986)... 8 Figure 2.3 Semak Daun cay in two monsoonal seasons (Alodia et al., 2012)... 8 Figure 2.4 Nodal point model proposed for ESE waves during SE monsoon in Semak Daun cay (Poerbandono, 2012)... 9 Figure 2.5 Erosion evidences found in Semak Daun cay (Lumingkewas, 2009)... 9 Figure 2.6 Model domain and observation points... 12 Figure 2.7 Domain wire frame... 13 Figure 2.8 Sensitivity of tide simulation due to bed roughness... 14 Figure 2.9 Sensitivity of the current simulation due to bed rougness... 14 Figure 2.10 Sensitivity of tide due to wind speed... 15 Figure 2.11 Sensitivity of current due to wind speed... 15 Figure 2.12 Time series comparison between observed water level and simulated tide... 16 Figure 2.13 Equality line of observed and simulated water level... 17 Figure 2.14 Comparison of observed and simulated velocity... 18 Figure 3.1 Typical flow field in SE season; (a) flood; (b) ebb... 25 Figure 3.2 Typical flow field in NW season; flood (a); ebb (b)... 26 Figure 3.3 Current velocity hodographs... 27 Figure 3.4 Typical time series of total, tidal, and non-tidal current in SE monsoon... 28 Figure 3.5 Along shore currents in SE and NW monsoon... 29 viii

LIST OF TABLES Table 2.1 Mean monthly wind direction, 1948-2009 in degrees (Poerbandono, 2012)... 6 Table 2.2 Mean monthly wind magnitude, 1948-2009 in ms -1 (Poerbandono, 2012)... 6 ix