37th Asian Conference on Remote Sensing (ACRS 2016)

Colombo, Sri Lanka 17 - 21 October 2016

Volume 1 of 3

ISBN: 978-1-5108-3461-3 Printed from e-media with permission by:

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Curran Associates, Inc. 57 Morehouse Lane Red Hook, NY 12571 USA Phone: 845-758-0400 Fax: 845-758-2633 Email: [email protected] Web: www.proceedings.com TABLE OF CONTENTS

VOLUME 1

A TIME SERIES SPATIAL ANALYSIS ON URBAN RESILIENCE ...... 1 Lakshani, P. A.; Welikanna, D. R.

ESTIMATION OF PRECIPITABLE WATER FOR IMPROVING LAND SUBSIDENCE ACCURACY USING DINSAR TECHNIQUE ...... 10 Maeda, N.; Susaki, J.; Akatsuka, S.

COMPARATIVE ANALYSIS OF SALINITY INDICES FOR MAPPING SABKHA SURFACES IN THE UNITED ARAB EMIRATES (UAE) ...... 17 Ammad, R.; Abuelgasim, A.

A RISK EXPRESSION SYSTEM DESIGN PLAN TO CONSTRUCT AN INTEGRATED ASSISTANCE PROCESS FOR DISASTER RESPONSE...... 26 Ryu, D.-H.; Kim, W.-H.; Gang, S.-M.; Kim, T.-S.; Park, I.-K.; Park, J.-H.

BERTUD: BUILDING FOOTPRINT EXTRACTION AND REGULARIZATION IN LIDAR DATASETS THROUGH UTILIZATION OF A DISTRIBUTED SYSTEM...... 30 Escamos, I. M.; Roberto, A. R.; Hermocilla, J. A.; Queliste, M. D.; Abucay, E. R.; Inciong, G. K.

FOUR-DIMENSIONAL OF SRI LANKA COASTAL DAMAGES DURING 2004 TSUNAMI USING HOLOGRAM INTERFEROMETRY OF QUICKBIRD SATELLITE DATA...... 40 Marghany, M.; Mansor, S.

COMPUTATIONAL FLUID DYNAMICS MODELING FOR WIND RESOURCE ASSESSMENT IN URBAN AREAS USING REMOTE SENSING ...... 47 Ecal, D. J.; Villanueva, J. K.; Ang, M. R.; Inocencio, L. C.; Rejuso, M. V.; Tolentino, J. T.

JAGGY BOUNDARY ELIMINATION OF MULTI SPECTRAL IMAGE AT AIRPLANE BY USING QUANTILE...... 55 Hosomura, T.

A COMPARISON STUDY ON THE MAPPING AND COGNITION OF AREA CARTOGRAM...... 59 Lay, J.-G.; Huang, W.-C.; Shih, T.-Y.

DERIVING SPATIAL RELATIONS OF BUILDING FEATURES USING CONDITIONAL DELAUNAY TRIANGULATION TO SUPPORT AUTOMATED MAP GENERALIZATION ...... 69 Rupasinghe, K. A. B. S.

EFFECT OF DEM ACCURACY ON WATERSHED EROSION ...... 88 Li, D.-H.; Yang, K.-J.; Chen, W.

IDENTIFYING HIGH-CONTRIBUTING AREAS RELATIVE TO NONPOINT SOURCE POLLUTION USING DIGITAL TERRAIN ANALYSIS OF LIDAR DEM ON LIPADAS WATERSHED, DAVAO CITY, ...... 96 Acosta, J. E.; Oguis, G. K.

INTEGRATION OF TEMPLATE MATCHING AND SVM TECHNIQUE FOR COCONUT TREE DETECTION...... 104 Bernales, A. M.; Samonte, C. O.; Antolihao, J. A.; Silapan, J. R.; Edullantes, B.; Pada, A. V.; de la Serna, A. M.

ESTIMATION OF HYDROPOWER POTENTIAL ENERGY USING GIS AND SWAT HYDROLOGIC MODEL IN WESTERN VISAYAS...... 113 Garcia, J. J.; de la Serna, A. M.; Fesalbon, R. M.; Silapan, J. R

EVALUATING THE IMPORTANCE OF URBAN WETLANDS IN MONITORING MICROCLIMATIC ENVIRONMENT; A STUDY IN BOLGODA LAKE IN SRI LANKA AND ITS SURROUNDING...... 121 Samarasinghe, Y. M.; Dayawansa, N. D.

CLOUD MASKING USING RED AND NEAR-INFRARED BANDS ...... 130 Felix, M. J.; Perez, D. G.

FOUR-DIMENSIONAL AUTOMATIC DETECTION OF COPPER MINERALIZATION FROM TANDEM-X ...... 136 Marghany, M.; Mansor, S.

DEVELOPMENT OF CLOUD MASK PRODUCT USING HIMAWARI-8/AHI “JAPAN AREA” DATA ...... 143 Akatsuka, S.; Matsuoka, M.; Oyoshi, K.; Takeuchi, W.; Takagi, M.

GROWTH MONITORING OF WINTER WHEAT BASED ON OPTICAL REMOTE SENSING AND SAR DATA FUSION...... 149 Weiguo, L.

INCREASING VULNERABILITY OF RICE FARMING TO CYCLONIC STORM SURGES IN MYANMAR’S AYEYARWADY DELTA ...... 155 Hirano, A.

DETERMINATION OF CONVERTION OF TEA LANDS IN KANDY DISTRICT USING DIFFERENT REMOTE SENSING INDICES...... 161 Fernando, T.; Gunawardena, A.

MAPPING OF GLOBAL RICE PADDY MAP WITH MODIS AND AMSR2 BY SPATIO-TEMPORAL UN- MIXING TECHNIQUE...... 167 Sakti, A. D.; Takeuchi, W.

APPLICATION OF SATELLITE REMOTE SENSING DATA FOR GEOLOGICAL MAPPING IN ANTARCTIC PENINSULA...... 171 Pour, A. B.; Hashim, M.

FEATURE SELECTION IN LIDAR HEIGHT METRICS USING DECISION TREE FOR SVM CLASSIFICATION: APPLICATION IN AGRICULTURAL RESOURCES MAPPING ...... 178 David, L. C.; Sarte, S. M.; Laguerta, J. R.; Ballado, A. H.

STRUCTURAL GEOLOGY AND TOPOGRAPHIC MAPPING OF KELANTAN RIVER BASIN USING PALSAR-2 REMOTE SENSING DATA FOR HIGH RISK AREA DELINATION...... 186 Pour, A. B.; Hashim, M.

MAPPING AND MONITORING RICE AREAS IN , PHILIPPINES USING X AND C-BAND SAR IMAGERY ...... 192 Raviz, J.; Laborte, A.; Barbieri, M.; Mabalay, M. R.; Garcia, C.; Bibar, J. E.; Mabalot, P.; Gonzaga, H.

INTEGRATION OF REMOTE SENSING DATA AND FIELD STUDIES IN STUDYING OF VOLCANIC ROCKS IN SOUTHERN PART OF SYRIA...... 202 Rukieh, P. D.

IRON ORE DETECTION BY REMOTE SENSING TECHNOLOGY BASED ON PRINCIPLE COMPONENT ANALYSIS AND SPECTRAL ANGLE MATCHING ...... 210 Pan, P.; Sun, H.; Li, C.; Mao, Y.; Liu, S.; Wang, D.

MULTI-TEMPORAL ANALYSIS OF LANDSAT IMAGES FOR DEFORESTATION ASSESSMENT IN THE BOSAWAS BIOSPHERE RESERVE...... 216 Ulloa, N. I.; Chiang, S.-H.

REMOTE SENSING AND GIS BASED GEOMORPHIC INVESTIGATIONS LEND INSIGHTS INTO ACTIVE TILT-BLOCK TECTONICS OF THE CENTRAL FRONTAL HIMALAYA, INDIA...... 223 Goswami, P. K.; Deopa, T.

IDENTIFICATION OF FOREST COVER CHANGES IN POLONNARUWA DISTRICT OF SRI LANKA ...... 224 Fernando, G. M. T. S.; Edussuriya, C. H.

INTEGRATING GIS WITH LANDUSE DECISION-MAKING: THE CASE OF CENTRAL MINDANAO UNIVERSITY, PHILIPPINES ...... 229 Toledo-Bruno, A. G.; Paquit, J. C.; Casas, J. V.

MULTI-TEMPORAL IMAGE ANALYSIS FOR MONITORING THE CHANGES IN FUZZY SHORELINES ...... 237 Dewi, R. S.; Bijker, W.; Stein, A.

CATCHMENT EXTRACTION FOR IDENTIFICATION OF SUB CATCHMENTS IN DECISION MAKING; CASE STUDY BASED ON PATHAHEWAHETA DS DIVISION, SRI LANKA...... 246 Matharaarachchi, D. S.; Nandaseela, S. M. A. T.

SITE SELECTION OF SOLAR POWER PLANT BY USING OPEN SOURCE GIS FOR ESKISEHIR PROVINCE-TURKEY ...... 253 Ayday, C.

INVESTIGATION OF VOLCANIC ROCKS ORIGIN ACCORDING TO ORE MINING BY USING OPEN SOURCE GEOGRAPHIC INFORMATION SYSTEMS...... 259 Kibici, Y.; Ayday, C.; Arat, I.

RESIDENTIAL LAND SUITABILITY MODEL FOR RESETTLEMENT PLAN OF ENVIRONMENTAL IMPACT ASSESSMENT A CASE STUDY – KALU GANGA DEVELOPMENT PROJECT...... 265 Samarakoon, S. M.; Gunatilake, J.; Withanage, K. K.

A PRELIMINARY STUDY OF MONITORING KENAF (HIBISCUS CANNABINUS L.) GROWING STAGES USING MULTI-TEMPORAL RADARSAT-2 QUAD-POL SAR IMAGES ...... 275 Hassan, F.; Aziz, N. A.; Nor, M. Z.

CAN THE SPAWN OF JAPANESE BROWN FROGS (RANA JAPONICA, RANIDAE) BE A LOCAL ENVIRONMENTAL INDEX TO EVALUATE ENVIRONMENTALLY FRIENDLY RICE PADDIES?...... 283 Asano, S.; Wakita, K.; Saizen, I.; Okuda, N.

GEOWEPP MODEL APPLICATION IN SIMULATING SOIL EROSION IN BAMBOO PLANTED AND CULTIVATED CATCHMENTS...... 292 Puno, G. R.; Marin, R. A.; Toledo-Bruno, A. G.

NARCOTIC INCIDENTS IN NORTHERN THAILAND ...... 300 Dechsiri, B.; Robert, O. P.

A PRELIMINARY STUDY ON THE VULNERABILITY OF THE METRO TAIPEI ...... 309 Huang, C. K.; Wang, S.

GEOREFERENCING AND RECTIFICATION OF SMARTPHONE IMAGES USING UAV REFERENCE IMAGES FOR MONITORING INFRASTRUCTURE CLOSE TO A RIVER ...... 318 Kim, H.; Choi, K.; Lee, I.

GEOSPATIAL HEALTH MANAGEMENT INFORMATION SYSTEM: A BASELINE AND MONITORING STUDY...... 325 Baghmar, N. K.; Dey, T.; Multaniya, A. P.

AN ALTERNATIVE MEASURE TO MITIGATE CONGESTION ALONG BASELINE ROAD THROUGH CAPACITY AUGMENTATION OF AVAILABLE LINKS – A GIS BASED APPROACH ...... 335 Jayalath, G. R.; Padmani, N.

BEACH PROFILE DYNAMICS IN DULAG, LEYTE, PHILIPPINES USING LANDSAT IMAGERY ...... 344 Rabi, S. M.; Collander, B. R.; Beltran, C. R.; Palo, R. A.; Montes, H. R.; Garcia, P. P.

GIS AS A DECISION SUPPORT TOOL FOR PLANNING A COSTAL GREEN BELT BY USING SPATIAL AND THREE DIMENSIONAL MODELS...... 351 Sirirwardane, M. S.; Samanmali, M. A.

GIS ANALYSIS FOR PEOPLE FLOW IN JAKARTA USING PERSON TRIP SURVEY DATA ...... 357 Wijaya, S. W.; Sekimoto, Y.; Kashiyama, T.; Kanasugi, H.

ABOVE GROUND BLUE CARBON SEQUESTRATION CAPACITY OF SUNGAI PULAI ESTUARY SEAGRASS MEADOWS – A SATELLITE BASED METHOD...... 363 Misbari, S.; Hashim, M.; Yahya, N. N.; Hossain, M. S.

CHANGE DETECTION OF FOREST COVER IN MANNAR DISTRICT BY LANDSAT IMAGES ...... 370 Ramya, R.; Weragodatenna, D. D.

BURGLARY RISK ASSESSMENT USING GEOSTATISTICAL ANALYSIS ...... 376 Srithamarong, T.; Robert, O. P.; Buavech, D.

USE OF HIGH ACCURACY GPS FOR SOIL GEOCHEMICAL MAPPING IN PADDY FIELDS; A CASE STUDY IN KALUTARA, SRI LANKA...... 384 Premasir, R.; Weerasinghe, A.; Fernando, P.; Gunarathna, P.

ESTIMATION OF PRECISE TROPOSPHERIC DELAY USING GNSS PRECISE POINT POSITIONING TECHNIQUE: FIRST TROPOSPHERIC DELAY MAP OF THAILAND ...... 393 Kitpracha, C.; Promchot, D.; Satirapod, C.; Srestasathiern, P.

REAL-TIME FLOOR RECOGNITION IN INDOOR ENVIRONMENTS USING TOF CAMERA ...... 399 Nakagawa, M.; Kobayashi, T.

DETECTION OF MANGROVE CHANGES USING MULTI TEMPORAL SATELLITE DATA: EFFECT OF SHRIMP CULTIVATION IN NORTH WESTERN PROVINCE ...... 403 Basnayake, N.; Gunawardena, A.; Gunathilake, J.; Fernando, T.

A PRELIMINARY STUDY ON INDOOR POSITIONING BY ANGLE-OF-ARRIVAL APPROACH USING EXISTING WIRELESS ACCESS POINTS...... 412 Tu, Z.-W.; Wang, S.

DESIGNING NATIONAL LEVEL AND SUB-NATIONAL LEVEL FOREST INVENTORY FOR UN-REDD NATIONAL FOREST MONITORING SYSTEM OF MYANMAR ...... 421 Myint, M.; Myint, A. A.; Mon, M. S.

MULTI-SENSOR FUSION FOR COST-EFFECTIVE PRECISE VEHICLE POSITIONING ...... 431 Kim, H.; Lee, I.

DEVELOPPING ACCESS TO EARTH OBSERVATION THROUGH AIRBUS’ NEW SATELLITE PARTNER PROGRAMME...... 439 Soubirane, J.

CEILING FEATURE DETECTION FOR GEO-REFERENCING IN SLAM ...... 443 Kobayashi, T.; Nakagawa, M.

PERFORMANCE ANALYSIS OF GPS AIDED GEO AUGMENTED NAVIGATION (GAGAN) OVER SRI LANKA...... 449 Dammalage, T.; Silva, D. N.

ESTIMATING THE RELATIVE SPATIAL AND SPECTRAL SENSOR RESPONSE FOR HYPERSPECTRAL AND MULTISPECTRAL IMAGE FUSION...... 455 Lanaras, C.; Baltsavias, E.; Schindler, K.

DEVELOPMENT OF HYPERSPECTRAL IMAGING SENSOR AND UAV FOR COASTAL ZONE STUDIES...... 464 Saito, G.; Seki, H.; Uto, K.; Kosugi, Y.

EXTRACTING TREE COUNT AND INDIVIDUAL TREE CROWN FROM LIDAR-DERIVED CANOPY HEIGHT MODEL USING OBJECT-BASED IMAGE ANALYSIS ...... 470 Malabanan, M. V.; Paringit, E. C.; Zaragosa, G. P.; Ibañez, C. A., Faelga, R. A.; Argamosa, R. J.; Posilero, M. A.; Tandoc, F. A. M.; Palmon, A.; Maralit, A. A. R.

COUPLED RETRIEVAL OF AEROSOL OPTICAL THICKNESS, WATER VAPOR, AND SURFACE REFLECTANCE FROM AIRBORNE HYPERSPECTRAL SENSORS...... 479 Yang, H.; Zhang, L.; Liu, J.; Sun, X.; Jian, X.; Tong, Q.

MAPPING OF LARGE SIZE HYPERSPECTRAL IMAGERY USING FAST MACHINE LEARNING ALGORITHMS ...... 483 Xia, J.; Yokoya, N.; Iwasaki, A.

SPECTRAL RESPONSE FOR DIFFERENT SOILS UNDER VARYING MOISTURE CONDITIONS ...... 491 Giridhar, M. V.; Ravinder, R.; Sowmya, P.

IDENTIFICATION OF DISTRIBUTION OF LANTANA CAMERA (EXOTIC INVASIVE SPECIES) AND ITS IMPACTS ON UDAWALAWA NATIONAL PARK, SRI LANKA...... 496 Fernando, G. M.; Kodippili, N.; Suraweera, P. A.; Kumari, B. H.

COMPARATIVE ANALYSIS ON AMPLITUDE AND COHERENCE BASED CHANGE DETECTION USING ALOS PALSAR IMAGERY ...... 505 Mafaz, M. F.; Welikanna, D. R.

DETECTION OF THE DEFORMATION RATE GAPS BETWEEN BUILDINGS AND LAND SURFACE BY DIFFERENTIAL SYNTHETIC APERTURE RADAR INTERFEROMETRY TECHNIQUES ...... 512 Maruo, N.; Susaki, J.; Boonyatee, T.; Kishida, K.

DETECTION OF 2015 INDONESIAN PEAT FIRES BY ADVANCED HIMAWARI-8 IMAGER (AHI) ...... 520 Nakazono, E.; Takeuchi, W.

RECOVERY MONITORING OF TSUNAMI DAMAGED PADDY FIELDS USING MODIS NDVI...... 526 Cho, K.; Uemachi, R.; Fukue, K.; Uchida, O.; Terada, K.; Takemura, K.; Wakabayashi, H.; Sato, Toshiaki

COMPARISON OF SPI AND IDSI APPLICABILITY FOR AGRICULTURE DROUGHT MONITORING IN SRI LANKA ...... 530 Pani, P.; Alahacoon, N.; Amarnath, G.; Bharani, G.; Mondal, S.; Jeganathan

REMOTE SENSING TECHNOLOGY APPLICATION ON DISASTER RISK REDUCTION ...... 538 Rimba, A. B.; Yastika, P. E.; Miura, F.

VERIFICATION OF AN ALGORITHM TO ESTIMATE LAND SURFACE ALBEDO USING BRDF MODEL FOR GCOM-C/SGLI PRODUCT...... 548 Susaki, J.; Miyagaki, R.; Kuriki, A.

REMOTE SENSING APPLICATION OF THE GEOPHYSICAL CHANGES IN THE COASTLINES AND RIVERS OF PANGASINAN, PHILIPPINES...... 554 Paz-Alberto, A. M.; Pakaigue, M. A.; Bulaong, E. P.; Sison, M. J.; Lao, R. B.

VILLAGE LEVEL GROUNDWATER ASSESSMENT USING GEOSPATIAL TECHNIQUE ...... 561 Nandurkar, R. Y.; Deshpande, S.; Nagarajan, R.

POTENTIAL WETLAND DETECTION USING IFSAR-DERIVED DIGITAL ELEVATION MODEL AND LANDSAT 8 OLI IMAGES ...... 571 Aranda, J. O.; Perez, A. M.; Cruz, R. D.; Ebreo, D. J.; Borlongan, N. J.; Olfindo, N.

INDUSTRIALISATION AND POLLUTION MONITORING BY USING GIS...... 579 Erener, A.

AUTOMATIC DETECTION OF SEA FARMS USING ANN ...... 586 Kim, H.-H.; Kim, D.-R.; Choi, K.-H.; Shin, D.-H.; Choung, Y.-J.; Kim, H.-S.

LOCATING POTENTIAL SITE FOR BIOMASS POWER PLANT DEVELOPMENT IN CENTRAL LUZON, PHILIPPINES USING LANDSAT-BASED SUITABILITY MAP...... 592 Baltazar, B. M.; Remolador, M.; Sevilla, K. H.; Saladaga, I.; Ang, M. R.; Inocencio, L. C.

THE DETERMINATION OF SOIL WATER CONTENT IN VARIOUS DEPTH LEVELS IN CASSAVA FIELDS USING ALOS-2 PALSAR IMAGERIES...... 601 Ponganan, N.; Praseartkul, P.; Pipatsitee, P.; Taota, K.; Kongpugdee, S.; Sakulleerungroj, K.; Eiumnoh, A.

SUPER RESOLUTION MAPPING OF SATELLITE IMAGES TO ESTIMATE THE CAPACITY OF RESERVOIRS AROUND CHENNAI CITY ...... 610 Genitha, C. H.; Indhumathi, M.

LAND-COVER CLASSIFICATION OF TEHRAN USING L- AND C-BAND SYNTHETIC APERTURE RADAR IMAGERY ...... 619 Zakeri, H.; Liu, W.; Yamazaki, F.

SPECTRAL CORRELATION AND JEFFRIES-MATUSITA BASED MATCHING ALGORITHM FOR IMPROVED INFORMATION EXTRACTION FROM HYPERSPECTRAL IMAGES ...... 629 Padma, S.; Sanjeeva, S.

TRIPLESAT IMAGERY AND ITS USES FOR LAND COVER ANALYSIS ...... 639 Kok, S. Y.; Nah, M. E.; Yeong, S.; Yuan, B.

PARETO OPTIMIZATION FOR FOUR-DIMENSIONAL WAVE REFRACTION SIMULATION FROM SENTINEL-1A...... 645 Marghany, M.; Mansor, S.

VALUING ECOSYSTEM SERVICES, BIODIVERSITY AND THEIR CONTRIBUTION TO FARMER’S LIVELIHOOD WITH POTENTIAL FOR FUTURE BENEFIT SHEARING MECHANISM OF FORESTGARDEN FARMING SYSTEMS OF THREE DIFFERENT AGRO-ECOLOGICAL ZONES IN SRI LANKA...... 652 Pushpakumara, K. G. J.; Patirana, P.; Athukorala, A. A.

CLIMATE CHANGE DUE TO HUMAN INTERFERANCE IN SOUTH ARAVALI HILL MOUNTAIN AREA OF INDIA...... 665 Rathore, P. N.; Rathore, D.

MULTI-TEMPORAL ANALYSIS OF URBAN AREA CHANGES USING BUILT-UP INDEX ...... 672 Kaya, S.; Celik, B.

WATER RESOURCES ASSESSMENT OF GODAVARI RIVER BASIN, INDIA ...... 678 Garg, V.; Dhumal, I. R.; Nikam, B. R.; Thakur, P. K.; Aggarwal, S. P.; Srivastav, S. K.; Kumar, A. S.

USING SURFACE SPLINES FOR GIS- READY IMAGERY ...... 694 Wei, R.

ESTIMATION OF GRASSLAND FRACTIONAL COVERAGE FROM SURFACE MINING AREA USING HIGH RESOLUTION IMAGERY ...... 696 Bao, N.; Wu, L.; Liu, S.; Cai, Z.

LAND USE PLANNING IN MOUNTAIN AREA...... 707 BabuShrestha, A.; PrasadOli, P.; Shahnawaz, D.; Rimal, D. B.

PRELIMINARY STUDY ON DIFFERENTIATION BETWEEN NON INFECTED AND INFECTED GANODERMA BONINENSE IN OIL PALM TREES BASED ON ALOS PALSAR 2 ...... 717 Hashim, I. C.; Shariff, A. R.; Marghany, M. M.

MASS MOVEMENT HAZARD MAP GUIDELINES FOR LAND USE AT TURKEY...... 723 Bicer, C. T.

ARTIFICIAL NEURAL NETWORKS BASED AUTOMATIC LINEAR AND AREA FEATURE EXTRACTION FROM WORLDVIEW-02 SATELLITE IMAGES FOR CADASTRAL DATA COLLECTION; A CASE STUDY IN BELIHULOYA, SRI LANKA ...... 732 Chathuranga, K. M.; Adikari, A. M.; Dammalage, T. L.

PHENOLOGICAL RESPONSE OF RICE CROP TO SALINITY USING TIME SERIES DATA...... 741 Paliwal, A.; Laborte, A.

EVALUATION OF AGRICULTURAL LANDSCAPE HETEROGENEITY APPLYING THE SATOYAMA INDEX TO PROMOTE SUSTAINABLE REGIONAL PLANNING IN RURAL AREAS OF CENTRAL VIETNAM...... 746 Tokito, M.; Asano, S.; Saizen, I.

LIS DIVERSIFICATION & PARCEL FABRIC APPROACH IN EFFECTIVE LAND ADMINISTRATION...... 754 Wijenayake, N.; Thusyanthan, N.; Padmasiri, H. A.

REMOTE SENSING AND GIS APPLICATION IN AGRO-ECOLOGICAL ZONING IN YEMEN MOUNTAINS...... 765 Almhab, D. A.

URBAN GROWTH STUDIES FOR JOHANNESBURG CITY USING REMOTELY SENSED DATA...... 773 Verma, P.; Yadav, P.; Deshpande, S.; Gubbi, J.; Balamurali, P.

RICE MAPPING USING SENTINEL-1 SAR IMAGERY IN AYUTTHAYA PROVINCE, CENTRAL THAILAND...... 783 Narkwiboonwong, K.; Chen, C.-F.; Chiang, S.-H.; Son, N.-T.; Chen, J.-B.

LAND INFORMATION SYSTEM AT THE SURVEY DEPARTMENT OF SRI LANKA...... 789 Perera, S.; Wijenayake, N.; Thushyanthan, N.; Samarasinghe, K.

ASSESSMENT OF LIDAR-DERIVED HEIGHT METRICS FOR MAPPING MANGROVE FOREST USING OBJECT-BASED METHOD ...... 796 David, L. C.; Pula, R. A.; Cabaccan, C. N.; Esguerra, B. J.; Ballado, A. H.

A REGRESSION–BASED METHOD FOR CANOPY COVER ESTIMATION FROM CLASSIFYING LIDAR POINT BY FAMILY OF RETURNS...... 806 Posilero, M. A.; Paringit, E. C.; Argamosa, R. J.; Ibañez, C. A.; Faelga, R. A.; Maralit, A. A.; Teh, I. A. R.; Palmon, A.; Zaragosa, G. P.

A SYSTEM DEVELOPMENT FOR DETECTION OF BUILDING ROOF PRINT IN URBAN AREAS USING LIDAR SURVEYS...... 816 Bandara, W. M.

ACCURATE CO-REGISTRATION OF MULTI-TEMPORAL TERRESTRIAL LIDAR DATA FOR ROAD MANAGEMENT...... 822 Susaki, J.; Deguchi, S.

3D SHORELINE EXTRACTION USING ORTHOPHOTO AND LIDAR DATA ...... 829 Bayram, B.; Demir, N.; Ogurlu, M.; Reis, H. C.; Seker, D. Z.

APPLICATION OF DECISION TREE-BASED SUPPORT VECTOR MACHINE IN MAPPING RICE FIELDS USING LIDAR INTENSITY AND HEIGHT METRICS ...... 834 David, L. C.; Sarte, S. M.; Danato, V. B.; Ballado, A. H.

EDITING OF LIDAR DEM TO INCORPORATE THE EFFECT OF DRAINAGE SYSTEMS IN CATCHMENT DELINEATION IN URBAN AREAS: A TEST CASE IN THE UNIVERSITY OF SAN CARLOS – TALAMBAN CAMPUS, CEBU CITY...... 842 Oraya, A. F.; Fornis, R.; Otadoy, R.

VOLUME 2

PS-INSAR TECHNIQUE FOR LANDSLIDE DEFORMATION IN THE THREE GORGES RESERVOIR AREA USING ENVISAT ASAR DATA STACKS ...... 849 Raut, D. A.; Liao, D.

COMPARATIVE STUDY ON CADASTRAL SURVEYING USING TOTAL STATION AND HIGH RESOLUTION UAV IMAGE.(HRUAVI) ...... 859 Chandrarathne, G. W.

CALIBRATION AND VALIDATION (CALVAL) OF TELEOS-1 SATELLITE IMAGERY...... 888 Kwoh, L. K.; Tan, W. J.; Huang, X.; Murugappan, M.; Liew, S. C.; Tan, C. W.; Liu, W.

SEASONAL CHANGING TREND OF CO2 CONCENTRATION RESPONSING TO CARBON ABSORPTION OF VEGETAION OBSERVED BY SATELLITES ...... 895 Lei, L.; He, Z.; Bie, N.; Yang, S.; Zeng, Z.

COMPARATIVE PERFORMANCE OF WILDFIRE DETECTION IN SIBERIA BY ADVANCED HIMAWARI- 8 IMAGER (AHI)...... 900 Mizutani, M.; Takeuchi, W.; Moriyama, M.

MAPPING OF SUGAR CANE CROPS USING LIGHT DETECTION AND RANGING (LIDAR) DATA ...... 907 Villareal, M. K.; Burce, M. E.

MULTI-SENSOR SATELLITE DATA FOR CARBON STORAGE MAPPING OF GREEN SPACE IN A FAST GROWING DEVELOPMENT CORRIDOR IN MALAYSIA...... 917 Kanniah, K. D.

TROPICAL RAIN FOREST TREE HEIGHT MEASUREMENT USING ALS AND TLS FOR ESTIMATING FOREST BIOMASS AND CARBON STOCK IN AYER HITAM FOREST, MALAYSIA...... 925 Sadadi, O.; Hussin, Y. A.; Kloosterman, H.; Ismail, M. H.

TERRESTRIAL LASER SCANNING TO SUPPORT CARBON ESTIMATION IN NATURE CONSERVATION AREA: A CASE STUDY OF HAAGSE BOS AND SNIPPERT FOREST, NETHERLANDS...... 935 Primasatya, R. F.; Hussin, Y. A.; van Leeuwen, L.

USE OF OPTICAL, THERMAL IR AND RADAR SATELLITE DATA TO ESTIMATE ABOVE GROUND BIOMASS IN MONTANE FORESTS OF SRI LANKA...... 945 Gunawardena, A.; Fernando, T.

ABOVE GROUND BIOMASS (AGB) ESTIMATION OF COCONUT (COCOS NUCIFERA) AND MANGO (MANGIFERA INDICA) TREES FROM LIDAR DERIVATIVES USING REMOTE SENSING TECHNOLGY ...... 952 Pondog, E. A.; Japitana, M. V.; Montepio, R. C.; Apdohan, A. G.; Ramirez, C. B. G.; Cubillas, J. E. C.

EXPLORING FOREST DEGRADATION: TREE DENSITY AND ABOVEGROUND BIOMASS...... 961 Korom, A.; Phua, M.-H.; Wong, W.; Matsuura, T.; Saito, H.; Hirata, Y.

FILTERING OF SUBWAY TUNNELPOINT CLOUD BASEDON P-NORM MINIMUM FITTING METHOD ...... 967 Lishuo, Z.; Xiaojun, C.

GEOTAG IMAGE RETRIEVAL FOR SATELLITE IMAGE RECOGNITION ...... 973 Wickramasinghea, D. C.; Vua, T.-T.

ABOVEGROUND BIOMASS ESTIMATION USING AIRBORNE LASER SCANNING (ALS) AND STRUCTURE FROM MOTION (SFM) IN TROPICAL MONTANE FOREST, NORTHERN BORNEO...... 981 Wong, W. V.; Tsuyuki, S.; Phua, M.-H.; Ioki, K.; Korom, A.; Hirata, Y.; Saito, H.; Takao, G.

ANALYZING HYDRO-CLIMATIC ACTIVITIES OF GIRNAR HILL AREA USING GEOSPATIAL TECHNIQUE ASIAN CONFERENCE ON REMOTE SENSING ACRS 2016...... 990 Adhvaryu, J.; Sakla, M. S.; Vyas, A.

INTEGRATED SATELLITE-DERIVED INDICES TO ESTIMATE CHANGE DETECTION OF VEGETATION CANOPY DENSITY IN THE LOWER CHI BASIN, NORTHEAST THAILAND ...... 996 Supunnee, P.; Charat, M.

FUSION OF THE OPTICAL AND SAR DATA FOR ESTIMATING WETLAND VEGETATION LAI...... 1004 Liao, J.; Xu, T.; Shen, G.

EVALUATION LIGHT POLLUTION USING TIME-SERIES OF DMSP/OLS NIGHTTIME SATELLITE DATA DURING THE PAST 21 YEARS IN CHINA...... 1013 Wei, J.; Guojin, H.

COUNTING VEHICLES BY DEEP NEURAL NETWORK IN HIGH RESOLUTION SATELLITE IMAGES ...... 1023 Koga, Y.; Miyazaki, H.; Shibasaki, R.

TREE COVER CLEARANCE MONITORING IN THE PEATLANDS OF INSULAR SOUTHEAST ASIA WITH DUAL POLARIZED SAR DATA ...... 1032 Shi, C.; Miettinen, J.; Liew, S. C.; Kwoh, L. K.

CALIBRATION AND VALIDATION OF LCTF CAMERA ON AN EXPERIMENTAL AIRBORNE MISSION AT GERONA AND RAMOS, , PHILIPPINES ...... 1038 Calvo, J. S.; Paringit, E. C.; Viray, F. M.; Maestro, M. M.; Ishida, T.; Namuco, S. B.; Fulgencio, L. C.

STATISTICAL DISTRIBUTION OF DETERMINANT OF POLARIMETRIC COVARIANCE MATRIX ...... 1048 Lee, K. Y.; Bretschneider, T. R.

IDENTIFICATION OF LAND-COVER FEATURES’S PHENOLOGY USING MULTITEMPORAL SENTINEL- 1 DATA: A CASE STUDY IN HANOI, VIETNAM ...... 1058 Minh, H. L.; Van, T. V.; Dinh, D. N.; Anh, T. T.

EMPIRICAL VERIFICATION EXPERIMENT FOR SUBSURFACE EXPLORATION BY GROUND PENETRATING RADAR ...... 1067 Yoshimura, M.; Matsumoto, M.

FOUR-DIMENSIONAL PHASE UNWRAPPING ALGORITHM FOR RETRIEVING EARTHQUAKE DISPLACEMENT FROM SENTINEL-1A SATELLITE...... 1072 Marghany, M.; Mansor, S.

DAMAGE ASSESSMENT OF INFRASTRUCTURES IN YANGON, MYANMAR BASED ON INSAR ANALYSIS...... 1079 Inoue, K.; Takeuchi, W.

DETERMINING LAND SUBSIDENCE IN WESTERN TAIWAN BY USING A NEW APPROACH OF WEIGHTING PS-INSAR WITH REDUNDANT OBSERVATIONS ...... 1086 Ye, J.-F.; Tsay, J.-R.

MERCHANTABLE VOLUME ESTIMATION FOR MANGROVE STAND USING HIGH RESOLUTION SATELLITE IMAGE ...... 1093 Fuazi, M. F.; Musa, M. K.

AUTOMATIC IMAGE MATCHING AND GEOREFERENCING OF DIGITIZED HISTORICAL AERIAL PHOTOGRAPHS...... 1100 Chen, I.-W.; Chen, H.-R.; Tseng, Y.-H.

A FRAMEWORK FOR SPATIAL DATA VISUALIZATION: SRI LANKA GLOBE (S-GLOBE) ...... 1109 Udagepola, K. P.

3D POINT CLOUD BASED ON STRUCTURE-FROM-MOTION PHOTOGRAMMETRY FOR BRIDGE INCLINATION ASSESSMENT IN MYANMAR ...... 1120 Kitratporn, N.; Wataru, T.

MATCHING AND RELATIVE ORIENTATION OF SPHERICAL PANORAMA IMAGES...... 1127 Chen, P.-Y.; Haung, T.-C.; Tseng, Y.-H.

TROPICAL FOREST DEGRADATION ASSESSMENT; A CASE STUDY USING CLASLITE ...... 1137 Yadav, N. K.; Padalia, H.; Singh, S.; Kumar, A. S.

CAMERA PATH DESIGN AND EVALUATION IN GROUND-BASED IMAGE ACQUISITION FOR STRUCTURE FROM MOTION AND 3D MODELING ...... 1150 Tanaka, S.; Nakagawa, M.

MANGROVE FOREST DISTRIBUTION AND DYAMICS OF THE CA MAU PENINSULA, MEKONG DELTA USING LANDSAT IMAGERY ...... 1157 Dan, T. T.; Ogawa, S.

INVESTIGATIONS ON THE SEASONAL AND INTER-ANNUAL VARIATIONS OF THE ATMOSPHERIC AEROSOL OPTICAL DEPTH IN THE UNITED ARAB EMIRATES USING MODIS SATELLITE DATA...... 1167 Albaloushi, R.; Alghafri, A.; Ghazal, S.; Aljaberi, A.; Abuelgasim, A.

THE IMPACT OF FOREST FIRE ON FOREST COVER TYPES ...... 1177 Geserbaata, N.-E.; Sodov, K.; Nasanbat, E.; Llchamjav, O.

A PHOTOMETRIC AND PM2.5 STUDY OF BIOMASS BURNING AEROSOLS OVER SINGAPORE DURING THE 2015 SMOKE EVENT...... 1182 Kalbermatter, D.; Tan, L.; Salinas, S.

DETERMINATION OF AEROSOL PARTICLES AND RISK ANALYSIS OF ASTHMA IN THE CITY OF COLOMBO...... 1189 Dissanayake, P. T.; Manawadu, L.

A SYSTEM SOFTWARE TO MANAGE GEOSPATIAL DATA AND MAPS OF AGRICULTURAL RESOURCES IN THE PHILIPPINES...... 1199 Dimalanta, C. G.; Pagkalinawan, H. M.; dela Torre, D. M.; Gatdula, N. B.; Blanco, A. C.

AN AUTOMATIC REGISTRATION PROCEDURE FOR SENSOR WEB PLUG AND PLAY...... 1207 Chen, H.-H.; Huang, C.-Y.

APPLICATION OF THE SATELLITE RAINFALL PRODUCTS IN FLOOD INUNDATION MODELING USING RRI MODEL – A CASE STUDY IN MUNDENI ARU RIVER BASIN, SRI LANKA...... 1212 Yoshimoto, S.; Amarnath, G.

ACCURACY ASSESSMENT ON MAKING MEASUREMENTS ON WEB MAPPING SERVICES ...... 1219 Hung, L.-C.; Wang, S.; Lin, S.-H.

ASSESSING IMPACT OF ECONOMIC ACTIVITIES ON URBAN AIR QUALITY IN INDIA BY NIGHTLIGHT AND ATMOSPHERIC MEASUREMENT DATASETS...... 1227 Misra, P.; Takeuchi, W.

APPLICATION OF GEOINFORMATICS IN CREATION OF WEB BASED WATER & IRRIGATION RESOURCE INFORMATION SYSTEM ...... 1237 Dey, T.; Baghmar, D. N.; Pathak, D. A.

AN INTEGRATION OF DRONE IMAGES AND MOBILE APPLICATION FOR WEB BASED GIS MAPPING ...... 1247 Silva, T. D.; Vidanalage, D.; Kahandagamage, R.; Amaranath, G.; Kulasinghe, C.; Chinthake, A.; Wijettungaarachchi, L.; Wijekoon, W.

GEODIVA: A PLATFORM FOR GENERATING CUSTOMIZED MOBILE APPS FOR GEOSPATIAL DATA ENTRY ...... 1252 Goldin, S. E.; Varieras, N.; Keawkittikanchana, K.; Rudahl, K. T.

URBANIZATION AND WETLAND ECOSYSTEMS – A CASE STUDY AT SRI JAYAWARDENAPURA KOTTE AND SUBURBS...... 1258 Gunawardena, G. M. W. L.

SPATIAL ANALYSIS ON SURFACE DEFORMATION BY SOIL EROSION IN THE CHINESE LOESS PLATEAU USING INSAR TECHNIQUES...... 1265 Hara, Y.; Saizen, I.

IMPROVING RIVER NAVIGATION SYSTEMS WHILE PRESERVING OYSTER FARMS: A SITE SUITABILITY ANALYSIS FOR AQUACULTURE FEATURES ALONG HINIGARAN RIVER...... 1274 Cabanlit, M. A.; Silapan, J. R.; Edullantes, B.; Pada, A. V.; Garcia, J. J.; Albon, R. M.; Cenit, R.; Juanich, J. J. S.; Mangaporo, W. C.; Layva, J. V. M.; Regalado, D. J. D.

IMPROVED ROAD NETWORK EXTRACTION BY SUPER-RESOLUTION MAPPING OF HYPERION IMAGE DATA...... 1284 Sakthivel, S. P.; Shanmugam, S.

USE OF SATELLITE IMAGERY AND DIGITAL ELEVATION MODEL TO DEMARCATE DEGRADABLE LANDUSE OF SATELLITE IMAGERY AND DIGITAL ELEVATION MODEL TO DEMARCATE DEGRADABLE LAND ...... 1291 Wickramage, U.; Vitharana, U. W.; Gunatilake, J.

DEVELOPMENT OF A GIS-BASED COASTAL RESOURCES VULNERABILITY ASSESSMENT FRAMEWORK FOR COASTAL RESOURCES IN THE PHILIPPINES...... 1300 Songcuan, A. J.; Ticman, K.; Go, G. A.; Peralta, R.; Cruz, C.; Quides, R. R.; Jalbuena, R.; Claridades, A. R.; Tamondong, A.

EVALUATION OF MODIS OCEAN COLOR PRODUCTS FOR COASTAL APPLICATIONS: A CASE STUDY IN LIAN, ...... 1310 Leonardo, E. M.; Fulgencio, L. A.; Felix, M. J.; Perez, D. G.

INTERCOMPARISON AND INDEPENDENT VALIDATION OF VERTICAL ACCURACY OF 30-M GLOBAL DEM OVER THE PHILIPPINES: IMPLICATIONS FOR ELEVATION-BASED SEA LEVEL RISE IMPACT ASSESSMENT...... 1316 Santillan, J. R.; Makinano-Santillan, M.; Pulido, S. P.

GEOREFERENCING OF UAV IMAGES FOR SHIP DETECTION IN MARITIME SURVEILLANCE...... 1318 Ryu, H., Choi, K.-H.; Lee, I.

INTEGRATING REMOTELY SENSED DATA IN THE VULNERABILITY ASSESSMENT OF COASTAL RESOURCES IN THE PHILIPPINES...... 1323 Ticman, K. D.; Songcuan, A. J.; Go, G. A.; Peralta, R.; Jalbuena, R.; Quides, R. R.; Cruz, C.; Claridades, A. R.; Tamondong, A.

GENETIC ALGORITHM FOR SOUTH CHINA SEA WATER MASS VARIATIONS USING MODIS SATELLITE DATA ...... 1327 Marghany, M.; Mansor, S.

POTENTIAL USE OF MULTISPECTRAL AIRBORNE LIDAR DATA IN LAND COVER CLASSIFICATION ...... 1334 Morsy, S.; Shaker, A.; El-Rabbany, A.

FILTERING OF AIRBORNE LIDAR POINT CLOUD USING GRAPHICAL MODEL ...... 1341 Zhang, C.; Li, J.; Setunge, S.; He, Y.

ENHANCING LANDSLIDES SUSCEPTIBILITY MAPPING BY COMBINING INSAR PROCESSED IMAGES INTO THE STATISTIC MODEL OF BAWAKARAENG MOUNTAIN, INDONESIA ...... 1351 Alimuddin, I.; Bayuaji, L.; Rasyid, A. R.; Purwanto, Setiadi B.; Bhandary, N. P.; Yatabe, R.

ACTIVE CRUSTAL DEFORMATION IN IMPHAL INTERMONTANE VALLEY, NE INDIA: INSIGHTS FROM INTEGRATED REMOTE SENSING, GIS AND FIELD INVESTIGATIONS...... 1356 Kshetrimayum, A. S.; Goswami, P. K.

FORECASTING SEVERITY OF TRAFFIC ACCIDENTS USING ROAD GEOMETRY EXTRACTED FROM MOBILE LASER SCANNING DATA ...... 1357 Sameen, M. I.; Pradhan, B.

INTEGRATION OF RADAR AND OPTICAL REMOTE SENSING FOR LANDSLIDE DETECTION - A CASE STUDY OF MEERIYABEDDA LANDSLIDE IN SRI LANKA ...... 1363 Ranasinghe, A. K.; Sirisena, P. M.; Dammalage, T. L.; Puswewala, U. G.

VULNERABILITY ASSESSMENT OF AQUACULTURE USING GEOGRAPHIC INFORMATION SYSTEM (GIS) AND REMOTELY SENSED DATA ...... 1373 Quides, R. R.; Ticman, K. D.; Songcuan, A. J.; Peralta, R.; Go, G. A.; Jalbuena, R.; Cruz, C.; Claridades, A. R.; Tamondong, A.

ANALYZING THE GEOMORPHOLOGIC AND GEOMETRIC CHARACTERISTICS OF RAINFALL- INDUCED SHALLOW LANDSLIDES...... 1378 Shou-Hao, C.

INTEGRATING RULE-BASED ALGORITHMS WITH FUZZY RULE INDUCTION ON REGIONAL LANDSLIDE SUSCEPTIBILITY MODELING...... 1384 Lai, J.-S.; Tsai, F.

EXTRACTION OF FOREST BIOMETRICS USING AIRBORNE LIDAR AND WORLDVIEW-3 IMAGERY ...... 1389 Latif, Z. A.; Mokhtar, N. S.; Ramli, M. F.

IMPORTANCE OF VETIVER SYSTEM TO REDUCE THE IMPACTS OF LANDSLIDE HAZARD IN ARUNACHAL PRADESH IN CONTEXT OF GIS AND REMOTE SENSING TECHNOLOGY...... 1396 Singh, R. K.; Gajurel, P. R.; Ronald, K.; Singh, B.

FLOOD HAZARD MAPPING OF DONSOL RIVER BASIN USING LIDAR AND LEGAZPI RAINFALL INTENSITY DURATION FREQUENCY CURVES...... 1402 Bien, F. E.; Regis, E. G.

ASSESSMENT OF ALGAL BLOOMS IN KURUNEGALA LAKE USING INDICES DERIVED WITH OPTICAL REMOTE SENSING DATA...... 1412 Siyambalapitiya, S. C.; Dayawansa, N. D.

IDENTIFICATION OF GROUNDWATER RESOURCE AND ITS CONSERVATION IN PARTS OF AURANGABAD, INDIA ...... 1418 Jadhav, P. A.; Burman, M. J.

SPATIAL ANALYSIS OF LAND COVER CONFIGURATION FOR SUSTAINABLE WATER QUALITY MANAGEMENT IN THE SILANG-SANTA ROSA RIVER BASIN, , PHILIPPINES ...... 1428 Saizen, I.; Asano, S.; Tuburan, C. L.; Tokito, M.; Hara, Y.; Tsutsumida, N.

THE GROUND BENEATH OUR FEET: ENABLING SUBSURFACE SENSING...... 1436 Rudahl, K.; Goldin, S. E.

INTEGRATION OF SENTINEL-1A/LANDSAT IMAGERIES AND ALTIMETRY TO MONITOR THE MEKONG RIVER LEVEL...... 1443 Liu, K.-T.; Tseng, K.-H.

USING OPTICAL FLOW TO ESTIMATE GLACIER DISPLACEMENTS IN THE SOUTH PATAGONIA ICEFIELD...... 1451 Toth, C.; Lenzano, M. G.; Lannutti, E.

TELEOS-1: FIRST COMMERCIAL EARTH OBSERVATION SATELLITE IN NEAR EQUATORIAL ORBIT ...... 1459 Seah, P. H.; Tan Tze, C. M.; Tan, W. C. J.

USING LONG-TERM PERCENTAGE TO IMPROVE THE EVALUATION OF SURFACE WATER IN BANGLADESH ...... 1467 Shih, P.-H.; Tseng, K.-H.

IMPLEMENTATION OF A SOLAR SPECTRAL MODEL FOR THE CALIBRATION OF THE SPACEBORNE MULTISPECTRAL IMAGER (SMI) OF DIWATA 1...... 1471 Paringit, E. C.; Viray, F. M.; Maestro, M. M.; Calvo, J. S.

APPLICATION OF SWAT MODEL TO ASSESS THE IMPACT OF CLIMATE CHANGE ON SREPOK RIVER BASIN FLOW, DAK LAK PROVINCE, VIETNAM...... 1480 Thu, T. T. A.; Duyên, N. M. D.; Ta, L. B.

INTER-COMPARISON OF HIMAWARI-8 AHI FIRE SURVEILLANCE DATA WITH MODIS AND VIIRS FIRE PRODUCTS...... 1490 Wickramasinghe, C. H.

THE EFFECTIVITY OF DOUBLE FILTER TO REDUCE THE SPECKLE AND DETECT FLOOD INUNDATION AREA ON ALOS/PALSAR IMAGE...... 1493 Rimba, A. B.; Miura, F.; Setiawati, M. D.; Sambah, A. B.; As-Syakur, A. R.

RAINFALL DETECTION USING THE INFRARED BANDS OF HIMAWARI-8 ADVANCED HIMAWARI IMAGER IN THE PHILIPPINES...... 1503 Nacario, R. G.; Bagtasa, G.; Perez, G. J.

FLOOD MODELING AND HAZARD MAPPING USING HYPOTHETICAL AND EXTREME RAINFALL EVENTS IN BUED-ANGALACAN RIVER BASIN, PANGASINAN, PHILIPPINES...... 1513 Paz-Alberto, A. M.; Espino, A. N.; Salvador, N. C.; Raneses, E. V.; Gavino, J. T.; Pueyo, B. P.; Genaro, C. R.

MAPPING OF FLOODED ROADS DURING RAINY DAYS IN SELECTED MUNICIPALITIES OF , PHILIPPINES USING AVAILABLE LIDAR DATA ...... 1523 Alberto, R. T.; Serrano, S. C.; Damian, G. B.; Camaso, E. E.; Biagtan, A. R.; Isip, M. F.; Orge, K. M.; Quinto, M. J. C.; Tagaca, R. C.

MORPHOMETRIC CHARACTERISTICS OF CIPATUJAH WATERSHED TO DETERMINE THE LEVEL OF VULNERABILITY OF FLOOD IN SOUTH TASIKMALAYA, WEST JAVA, INDONESIA ...... 1533 Carina, M. C.; Sukiyah, E.; Sophian, R. I.

MODELING FLOOD HAZARDS IN NORTHERN MINDANAO, PHILIPPINES USING HEC-RAS AND LIDAR-DERIVED DEM...... 1538 Puno, G. R.; Amper, R. A.; Talisay, B. A.; Barro, R. A.; Ogania, J. L.

RAPID EMERGENCY RESPONSE MAPPING FOR THE 2016 FLOODS IN KELANI RIVER BASIN, SRI LANKA...... 1547 Alahacoon, N.; Pani, P.; Matheswaran, K.; Samansiri, S.; Amarnath, G.

GIS BASED HYDROMETEOROLOGICAL ANALYSIS OF HEAVY RAINFALL EVENTS IN THE INDUS BASIN OF INDIA: OBSERVED AND FUTURE PROJECTIONS...... 1556 Raut, D. A.; Deshpande, D. N.

STRUCTURAL HEALTH MONITORING OF URBAN INFUSTRACTURES WITH THE TIME-SERIES INSAT ANALYSIS...... 1566 Qin, X.; Liao, M.; Yang, M.

MONITORING CHLOROPHYLL-A AND SEA SURFACE TEMPERATURE VARIATIONS IN SE ARABIAN GULF AND NW SEA OF OMAN FROM MODIS AQUA DATA...... 1572 Kwarteng, A. Y.; Mozumder, C.

GEOS4S: ADVANCED CURRICULUM DEVELOPMENT FOR INTERNATIONAL GEOSPATIAL PROFESSIONALS...... 1578 Goldin, S. E.; Varnakovida, P.; Rudahl, K. T.

NEARSHORE FISHERIES ZONING ANALYSIS IN THE NEGROS ISLAND REGION...... 1582 Cabanlit, M. A.; Silapan, J. R.; Edullantes, B.; Pada, A. V.; Garcia, J. J.; Albon, R. M., Cenit, R.; Juanich, J. J. S.; Mangaporo, W. C.; Leyva, J. V. M.; Regalado, D. J. D.

MANGROVE EXTRACTION IN GLORIA, ORIENTAL MINDORO USING LIDAR...... 1592 Zara, P. R.; Luna, D.; Ocampo, D.; Quiñones, S. G.; Sejalbo, C.; Rivera, E.; Magcale-Macandog, D.

MONITORING SHORELINE CHANGES IN WEST COAST OF PENINSULAR MALAYSIA USING STATISTICAL ANALYSIS TECHNIQUES...... 1606 Manaf, S. A.; Mustapha, N.; Sulaiman, M. N.; Husin, N. A.; Hamid, M. R.

MANGROVE FOREST SUITABILITY ANALYSIS IN THE CITY OF KABANKALAN, NEGROS OCCIDENTAL, PHILIPPINES ...... 1612 Pada, A. V.; Cabanlit, M. A.; Bernales, A. M.; Mangaporo, W. C.; Leyva, J. V.; Regalado, D. J.; Cenit, R.

POTENTIAL TECHNOLOGIES FOR MONITORING THE FATE OF HEAVY METALS IN THE PHILIPPINES: A REVIEW ...... 1622 Japitana, M. V.; Palconit, E. V.; Demetillo, A. T.; Taboada, E. B.; Burce, M. E.

MULTI-OBJECTIVE OPTIMIZATION EVOLUTIONARY ALGORITHM FOR RETRIEVING INDIAN OCEAN CIRCULATION IMPACT ON MH370 DEBRIS ...... 1633 Marghany, M.; Mansor, S.

DESIGNING SOFTWARE TO GENERATE MESH MODEL AS A DIGITAL ELEVATION MODEL USING ENGINEERING SURVEY DATA AND PERFORMING 3D HYDROGRAPHIC ANALYSIS...... 1640 Hemantha, K. L.; Jayakody, J. A.; Illeperuma, I. A.; Siriwadhana, A. C.

AUTOMATIC FEATURE EXTRACTION FROM SATELLITE IMAGES USING LVQ NEURAL NETWORK ...... 1650 Deepakrishna, S.; Ediriweera, S.; Gunatilake, A. A. J. K.

FEATURE ENHANCEMENT FROM REMOTE SENSING IMAGES WITH MODIFIED FILTERING TECHNIQUES USING INTERACTIVE DATA LANGUAGE PROGRAMMING ENVIRONMENT ...... 1656 Pathmadewa, A. H.; Gunatilake, J.; Withanage, K. K.

COMPARISON OF MULTIPLE TECHNIQUES FOR CLOUD COVER ESTIMATION USING THAICHOTE SATELLITE IMAGE ...... 1666 Kiadtikornthaweeyot, W.; Kruasilp, J.

COMPARISON OF POINT CLOUDS PRODUCED FROM CLOSE-RANGE PHOTOGRAMMETRY AND LASER SCANNING TECHNIQUES ...... 1672 Incekara, A. H.; Seker, D. Z.

ACTIVE FAULTS MAPPING USING REMOTE SENSING AND GIS TECHNIQUE: A CASE STUDY OF BUKIT TINGGI AND BENTONG-KARAK AREA, MALAYSIA...... 1678 Manap, M. A.; Shuib, M. K.; Ramli, M. F.

EFFECT OF GROUND CONTROL POINTS IN TERMS OF DISTRIBUTION AND LOCATION ON GEOMETRIC CORRECTION OF CORONA SATELLITE IMAGE ...... 1684 Pha, S. H.; Takeuchi, W.

REVIEW OF ESTABLISHMENT OF 50 K TOPOGRAPHIC VECTOR DATABASE ...... 1690 Wijayasinghe, S. K.

VOLUME 3

REDRESSING CITIZENS PROBLEM OVER SPATIAL EXTENT USING GIS...... 1701 Adhvaryu, J.; Sakla, M. S.; Vyas, A.

GNIS: GEOGRAPHIC NOMENCLATURE FOR THE EFFICACY OF GEOSPATIAL DATA ...... 1707 Hettiarachchi, D. N.

THE ENHANCEMENT OF GEOGRAPHIC NAMES DATABASE WITH VOLUNTEERED GEOGRAPHIC INFORMATION (VGI) APPROACH ...... 1712 Huang, W.-C.; Lay, J.-G.; Huang, C.-C.; Chen, C.-A.; Kao, C.-J.

COMPARISON OF SPATIAL INTERPOLATION METHODS FOR RAINFALL DATA OVER SRI LANKA ...... 1723 Wijemannage, A. L.; Ranagalage, M.; Perera, E. N.

ANALYSIS ON DRINKING WATER QUALITY IN THE VAVUNIYA DIVISIONAL SECRETARY DIVISION USING GIS...... 1733 Krishanthan, P.; Arachchi, D. S.

EXTRACTION FLOOD INUNDATION BY UTILIZING ALOS/PALSAR IMAGE ...... 1742 Rimba, A. B.; Miura, F.; Kajitani, T.

EXPOSURE AND VULNERABILITY ASSESSMENT OF BUILDINGS EXTRACTED FROM LIDAR DERIVED DATASETS IN THE FLOOD PLAINS OF STO. TOMAS RIVER BASIN, , PHILIPPINES...... 1751 Paz-Alberto, A. M.; Ramos, G. N.; Carganilla, H. M.; Divina, C. C.; Indon, S. R.; Barza, J. J.

ASSESMENT OF SUITABLE EVACUATION SHELTERS TO MITIGATE RISKS CAUSED BY FLOODING THROUGH INTEGRATION OF 3D BUILDING GIS DATABASE FROM LIDAR DATA AND FLOOD HAZARD MAPS ...... 1759 Serviano, J. L.; Cutamora, L. C.; Pulido, S. P.; Santillan, J. R.; Makinano-Santillan, M.

DEVELOPMENT OF WARNING SYSTEM FOR MITIGATION OF URBAN FLOOD HAZARD...... 1771 Premasiri, R.; Chandranath, R.

CHARACTERIZING FLOOD HAZARDS IN AN ALLUVIAL FAN DURING EXTREME RAINFALL EVENTS USING LIDAR AND NUMERICAL MODELING...... 1778 Amora, A. M.; Santillan, J. R.; Makinano-Santillan, M.; Marqueso, J. T.; Gingo, A. L.

EFFECT OF LAND COVER CHANGE IN RUNOFF ESTIMATION ON FLOOD EVENT; CASE STUDY IN THE UPPER PART AREA OF NAN RIVER BASIN, THAILAND ...... 1788 Pakoksung, K.; Takagi, M.

LANDSLIDE HAZARD ZONATION MAP OF KOHIMA, NAGALAND USING GIS BASED APPROACH ...... 1798 Yhoshü, K.; Krishnaiah, Y. V.

LANDSLIDE PREDICTION USING REMOTE SENSING AND GIS -A CASE STUDY OF KOSLANDA, SRI LANKA...... 1807 Ranasinghe, A. K.; Munasinghe, D. S.; Dammalage, T. L.; Puswewala, U. G.

TRACEING THE SLOW MOVEMENT BEFORE AND AFTER HONG KONG LANTAU ISLAND LANDSLIDE IN JUNE 2008 WITH A SBAS-INSAR METHOD...... 1817 Wang, J.; Ma, P.; Wang, R.; Lin, H.; Ye, G.; Zhao, Y.

LANDSLIDE MAPPING USING A SEMI-AUTOMATIC BAYESIAN APPROACH...... 1821 Douglas, J.; Chiang, S.-H.

LANDSLIDE SUSCEPTIBILITY MAPPING USING LOGISTIC REGRESSION IN GARUT DISTRICT, WEST JAVA, INDONESIA...... 1830 Deshapriya, N. L.; Nugroho, U. C.; Wiguna, S.; Hazarika, M.; Samarakoon, L.

APPROXIMATION EQUATION OF EROSION CALCULATION IN GIS...... 1837 Li, J.-Y.; Yang, K.-J.; Chen, W.

VISUALIZATION OF LAND SURFACE TEMPERATURE OF URBAN AREAS: THE CASE OF THE CITY CENTRAL BUSINESS DISTRICT...... 1844 Fesalbon, R. M.; Claridades, A. R.

GROUND WATER LEVEL ANALYSIS IN MULA-MUTHA WATERSHED, MAHARASHTRA, INDIA, WITH RESPECT TO RAINFALL AND TOPOGRAPHIC PARAMETERS ...... 1854 Shukla, S.; Gedam, S. S.; Khire, M. V.

GENERATING MORE ACCURATE DIGITAL ELEVATION MODELS INCORPORATING OFF THE SHELF GIS SOFTWARE BY USING DRONE IMAGERY ...... 1863 Silva, T. D.; Kahandagamage, R.; Sanjeewa, I.; Kulasinghe, C.; Ariyarathne, R.

ASSESSMENT OF SPATIAL INTERPOLATION TECHNIQUES FOR RIVER BATHYMETRY GENERATION AND INTEGRATION IN LIDAR DTM: IMPACTS IN RIVER FLOW SIMULATIONS...... 1871 Cutamora, L. C.; Serviano, J. L.; Pulido, S. P.; Santillan, J. R.; Makinano-Santillan, M. M.; Makinano, R. M.; Berdera, M. A.; Estorque, A. C. N.; Culdora, J. P.

THE DIFFICULTY IN GENERATING 3D CITY MODELS FROM POINT CLOUDS OF DENSE IMAGE MATCHING IN TAIWAN...... 1883 Lee, Y.-T.; Wang, S.-C.

THE USE OF LIDAR DATA AND 1D-2D MODEL SIMULATIONS IN ASSESSING THE EFFECTIVENESS OF FLOOD CONTROL STRUCTURES UNDER EXTREME/CLIMATE CHANGE SCENARIOS...... 1891 Santillan, J. R.; Makinano-Santillan, M.

THE EFFECT OF TYPHOON MUJIGAE ON FISHERY IN THE NORTHERN SOUTH CHINA SEA...... 1899 Jie, Y.; Guobao, C.; Pimao, C.

USE OF REMOTE SENSING IN DETECTION OF GEOPHYSICAL CHANGES IN DAGUPAN RIVER, PANGASINAN, PHILIPPINES...... 1909 Paz-Alberto, A. M.; Pakaigue, M. A.; Bulaong, E. P.; Sison, M. J.; Lao, R. B.

SEA SURFACE SPECTRUM RETRIEVAL FROM SENTINEL-2 SUN GLITTER IMAGERY ...... 1916 Yurovskaya, M.; Kudryavtsev, V.; Chapron, B.; Collard, F.

SEA SURFACE RADAR BACKSCATTERING CROSS-SECTION IN KA-BAND ...... 1924 Yurovsky, Y. Y.; Kudryavstev, V. N.; Grodsky, S. A.; Chapron, B.

RAPID ASSESSMENT OF SEAGRASS COVER CHANGE USING MIXTURE TUNED MATCHED FILTERING...... 1933 Tamondong, A. M.; Blanco, A. C.; Quides, R. R.

THE UTILIZATION OF THE GLOBAL THRESHOLDING TECHNIQUE FOR DETECTING THE SEA FARM FACILITIES FROM HIGH-RESOLUTION SATELLITE IMAGERY...... 1939 Choung, Y.-J.; Kim, H.-H.; Kim, D.-R.; Kim, W.-H.

RETRIEVING OF SEA SURFACE CURRENT VARIATIONS FROM SENTINEL-1A SATELLITE DATA...... 1942 Marghany, M.; Mansor, S.

SHIP DIMENSION ESTIMATION FROM OPTICAL SATELLITE IMAGERY ...... 1949 Huang, D.; Yuan, B.

REMOTE SENSING IMAGE RETRIEVAL USING DCT-BASED TEXTURE DESCRIPTOR ...... 1953 Nuangnit, A.; Rangsanseri, Y.

THEOS IMAGE RESTORATION USING OPTIMIZED HIGH-BOOST FILTER...... 1958 Khetkeeree, S.; Liangrocapart, S.

IMAGE INTERPRETABILITY CHARACTERIZATION OF THEOS PANCHROMATIC IMAGING SYSTEM ...... 1966 Khetkeeree, S.; Liangrocapart, S.; Kiatlertseree, P.

KOMPSAT-3A SATELLITE DATA QUALITY CONTROL PARAMETERS & CHARACTERISTICS ...... 1973 Seo, D.; Jung, J.; Park, D.; Seo, Y.; Shin, G.; Lee, D.; Choi, H.

SPATIOTEMPORAL PHYSICAL MODELING OF TROPICAL ISLANDS WITHIN THE DIGITAL ECOSYSTEM AVATAR (IDEA) PROJECT ...... 1979 Gruen, A.; Troyer, M.; Guo, T.

FISHPONDS EXTRACTION USING RULE BASED CLASSIFICATION AND SUPPORT VECTOR MACHINE OF LIDAR DATA ...... 1980 Alberto, R. T.; Serrano, S. C.; Damian, G. B.; Camaso, E. E.; Biagtan, A. R.; Panuyas, N. Z.; Quibuyen, J. C.

EXTRACTION OF INLAND NYPA FRUTICANS (NIPA PALM) USING SUPPORT VECTOR MACHINE ...... 1988 Alberto, R. T.; Serrano, S. C.; Damian, G. B.; Camaso, E. E.; Biagtan, A. R.; Panuyas, N. Z.; Quibuyen, J. C.

BUILDING DETECTION USING A COMBINED FUZZY C-MEAN AND MORPHOLOGICAL FILTERING FROM LANDSAT-8 SATELLITE IMAGE ...... 1995 Sammani, M. G.; Welikanna, D. R.

WETLAND EXTRACTION USING RANDOM TREES CLASSIFIER ON HIGH RESOLUTION AERIAL IMAGERY AND LIDAR DATA ...... 2004 Ramirez, F.; Camposano, V. A.; Pelone, M. S.; Canete, S. F.; Delizo, D.; Violanda, R.; Otadoy, R. E.

MAPPING OUR RIVERS. AN ACCURACY ASSESSMENT OF FEATURE EXTRACTION...... 2010 Mostrales, D.; Ignacio, M. T.; Tudio, R.; Liwanag, F.; Malales, V.

DELINEATION OF IMPERVIOUS SURFACE AREA IN ILIGAN CITY PHILIPPINES USING LIDAR DATA...... 2017 Sabado, C. B.; Ignacio, M. T.; Astillero, S. G.; Tudio, R. C.

AUTOMATION OF MULTIPLE IMAGE FUSION ALGORITHMS AND ASSESSMENT OF FUSED PRODUCTS USING STATISTICAL METHODS...... 2024 Carcellar, B. G.; Lisniana, D. M.

FLOOD MONITORING IN GREATER COLOMBO RIVER BASIN USING HEC-RAS FLOODPLAIN ANALYSIS...... 2032 Thushari, H. N.

IDENTIFICATION OF FLOOD AFFECTED AREAS AND PREPARATION OF BETTER MECHANISM FOR RELIEF SERVICES USING GIS TECHNOLOGY: A CASE STUDY OF WELIVITA AND MAHADENIYA GRAMA NILADHARI DIVISIONS OF KADUWELA DIVISIONAL SECRETARIAT DIVISION, SRI LANKA ...... 2042 Kodippili, N. P.; Fernando, G. M.

FLOOD MODEL OF PART OF KELANI RIVER...... 2050 Jayathunga, P. S.

INVESTIGATION OF GROUND DEFORMATION CAUSED BY VOLCANIC ERUPTIONS IN 2010 AND 2015 AT MT. BROMO-INDONESIA OBSERVED BY PALSAR AND PALSAR-2 ...... 2052 Arbad, A. P.; Takeuchi, W.

FLOOD HAZARD SIMULATION USING BETA VERSION HEC-RAS 5.0 IN BALATUCAN RIVER BASIN, MINDANAO, PHILIPPINES ...... 2058 Bruno, E.; Amor, A. C.; Talisay, B. A.

MONITORING AND PREDICTING CHANGES OF SURFACE MINING AREA USING IMAGE ANALYSIS OF THE TIME-SERIES IMAGES ...... 2067 Sarp, G.

DEVELOPMENT OF FIELD SAMPLING PROTOCOLS FOR A SPECTRAL LIBRARY OF AGRICULTURAL CROPS IN THE PHILIPPINES...... 2074 dela Torre, D. M.; Pagkalinawan, H. M.; Cruz, C. A.; Dimalanta, C. G.; Gatdula, N. B.; Tañada, E. L.; Aves, J. C. L.; Magtalas, M. S. L. Y.; Tan, G. D.; Apura, R. J. A.; Rollan, T. A. M.; Jose, R. P.; Cruz, P. K. A. D.; Blanco, A. C.

INVESTIGATION OF THE RELATIONSHIP BETWEEN SATELLITE RETRIEVAL CO2 CONCENTRATION AND NDVI OVER IRAN...... 2080 Mousavi, S. M.; Falahatkar, S.; Farajzadeh, M.

MONTHLY AND SEASONAL VARIABILITY OF CHLOROPHYLL AND SST ALONG ODISHA AND BENGAL COAST IN THE NORTHWEST BAY OF BENGAL USING MODIS-AQUA DATA ...... 2090 Dash, S.; Sarangi, R. K.; Patnaik, L.; Mohapatra, P. K.

SEASONAL AND INTERANNUAL VARIABILITY OF SEA SURFACE CHLOROPHYLL CONCENTRATION IN THE COAST OF SRI LANKA ...... 2102 Pan, G.; Gamage, T. P.; Wang, D.

VEGETATION WATER STRESS ASSESSMENT USING SHORT WAVE INFRARED (SWIR) INDICES IN WHEAT...... 2110 Kalubarme, M. H.; Sharma, A.

CONSTRUCTION OF 3D GIS FOR THE EFFICIENT EXPRESSION OF FACILITY RISKS AND FLOOD DATA IN FLOOD DISASTERS...... 2120 Gang, S.-M.; Kwon, S.-J.; Shin, D.-H.; Suh, K.-S.; Choung, Y.-J.; Park, H.-C.

FLOOD HAZARD MAP GENERATION OF BUED-ANGALACAN RIVER WATERSHED USING GIS ASSISTED TECHNIQUE ...... 2124 Paz-Alberto, A. M.; Espino, A. N.; Salvador, N. C.; Raneses, E. V.; Gavino, J. T.; Pueyo, B. P.; Genaro, C. R.

APPLING GIS ON TRANSPORT DEMAND FORECAST: FUSING SOFTWARE FOR CASE STUDY OF WESTERN REGION OF SRI LANKA...... 2130 Wijeratne, I. K.; Kawaguchi, H.

DEVELOPMENT OF PANCHAYAT RESOURCE INFORMATION SYSTEM USING GEOINFORMATICS ...... 2135 Saklani, B.; Sharma, M.; Kaushal, M.

FLOOD DEPTH AND VELOCITY IMPACT ASSESSMENT OF HISTORICAL FLOODING EVENTS USING LIDAR AND 2D NUMERICAL MODELING ...... 2143 Marqueso, J. T.; Amora, A. M.; Santillan, J. R.; Makinano-Santillan, M.; Gingo, A. L.; Cutamora, L. C; Serviano, J. L.; Makinano, R. M.

RELOCATION SITE IDENTIFICATION OF DAVAO CITY USING GIS AND AHP ...... 2152 Logronio, R. M.; Ligue, K. D.; Leon, R. K.; James, G. R.; Agrazamendez, M. D.; Acosta, J. E.

PARTICIPATORY GIS-BASED APPROACH FOR SLUM REDEVELOPMENT ...... 2160 Anjana, V.; Hardik, P.; Bindi, D.

USE OF REMOTE SENSING & GIS IN DEVELOPMENT AND MANAGEMENT OF HORTICULTURE IN HIMACHAL PRADESH...... 2168 Sharma, A.; Sood, R. K.; Panigrahy, S.; Tanwar, H.

DROUGHT RISK AREA MATCH EVALUATION BETWEEN 2 SPATIAL TECHNIQUES INCLUDE WITH PROBABILISTIC RAINFALL SURFACE: WEIGHTED MAP LAYERS COMPETE TO TVDI TECHNIQUE ...... 2174 Vansarochana, A.

SUITABILITY ANALYSIS FOR PADDY CULTIVATION SITES USING A MULTI CRITERIA EVALUATION AND GIS APPROACH CASE STUDY: - IMBULPE DS DIVISION IN SRI LANKA...... 2180 Anushiya, J.; Illeperuma, I. A.

SPATIAL OBJECT BASED REMOTELY SENSED IMAGE CLASSIFICATION TECHNIQUE FOR TEA PLANTATION MAPPING IN SRI LANKA ...... 2190 Ranjanie, M. D.; Karunarathna, D. D.

DEVELOPMENT OF A THERMAL RISK MAP CASE STUDY: KELANIYA CITY OF SRI LANKA...... 2197 Ui, S.; Ranagalage, M.; Piyaratne, M.

HYDROLOGIC AND TOPOGRAPHIC PARAMETER DETERMINATION OF THE WATERSHEDS - A CASE STUDY FROM TURKEY ...... 2203 Seker, D. Z.; Alganci, U.; Kaya, S.; Celik, B.; Tanik, A.

ORMT: A WEB-BASED GIS ...... 2209 Chia, A. S.; Chua, K. M.; Miettinen, J.; Liew, S. C.; Kwoh, L. K.

INTERACTIVE FLOOD RISK FORECASTING WEB-APPLICATION USING OPENLAYERS API AND JAVASCRIPT...... 2215 Morales, E. M.; Moyon, E. S.; Santillan, J. R.; Makinano-Santillan, M.

PUBLIC OPEN-DATA COLLECTION AND VISUALIZATION BASED ON HTML5: MOBILE WEB APPROACH...... 2222 Kim, K.; Lee, K.

TIME SERIES REPRESENTATION OF WIND VECTOR, SURGE HEIGHT WITH INDIGENOUS WEB MAP SERVER (IGIS) – CASE STUDY OF PHAILIN CYCLONE DATA...... 2229 Gaikwad, R. N.; Chakraborty, A.; Sharma, M. P.

SPATIO-TEMPORAL IMAGE FUSION USING LANDSAT-8 AND HIMAWARI-8 SATELLITE IMAGERY...... 2237 Ho, H.-C.; Huang, C.-Y.

DETERMINATION OF THE PRE-LAUNCH IMAGE-PROCESSING TECHNIQUES FOR LIQUID CRYSTAL TUNABLE FILTER (LCTF) FOR PHL-MICROSAT DIWATA-1...... 2243 Maestro, M. M.; Paringit, E. C.; Viray, F. M.; Calvo, J. S.; Ishida, T.; Takahashi, Y.; Kurihara, Vergel, K.; Megallon, B. P.

LINKING EARTH OBSERVATION DATA AND SPATIAL DATABASE FOR MONITORING AND ESTIMATING SUGARCANE YIELD...... 2253 Manalili, M. A.; Lunas, T. L.; Palpal-latoc, M.; Tar-odan, C.

IDENTIFICATION OF OPTIMUM ROUTE ALIGNMENT IN LANDSLIDE AREAS (A CASE STUDY FROM SRI LANKA.)...... 2264 Padmani, W. A.; Sudath, R. A.

SMART DATA FOR SMART PEOPLE CREATION OF GEO-SPATIAL DATABASE FOR COLOMBO METROPOLITAN CITY CORPORATION (CMCC) AREAS & EMERGING URBAN AREAS (EUA) IN THE COLOMBO DISTRICT ...... 2274 Gamage, P. P.; Koddippili, N. P.

DENSE MATCHING FOR THE DERIVATION OF SHALLOW WATER BATHYMETRY USING SATELLITE STEREOPAIRS...... 2280 Chang, W.-C.; Huang, C.-Y.; Hong, S.-Y.; Wang, C.-G.; Chen, L.-C.

DEVELOPING SYSTEM ON URBAN HEALTH USING CROWDSOURCING METHOD: A CASE STUDY OF DENGUE OUTBREAK...... 2284 Mokraoui, L.; Noor, N. M.

DESIGN AND INTEGRATION OF A LIGHTWEIGHT MULTIROTOR UNMANNED AERIAL VEHICLE FOR REMOTE SENSING APPLICATIONS...... 2290 Gupta, C.; Chutia, D.; Kithan, M.; Kesiezie, A.-O.; Saikhom, V.; Singh, P. S.; Chouhan, A.; Sharma, N.; Debnath, A.; Handique, B. K.; Goswami, J.; Goswami, C.; Khan, A. Q.; Sarma, K. K.; Raju, P. L. N.

WATER QUALITY ESTIMATE IN THE ISAHAYA BAY WITH UAV ...... 2300 Hidaka, H.; Ogawa, S.; Otsubo, S.; Suzuki, S.

LOW COST AERIAL MAPPING WITH CONSUMER-GRADE DRONES...... 2309 Madawalagama, S. L.; Munasinghe, N.; Dampegama, S. D.; Samarakoon, L.

REMOTE SENSING WITH MULTIPLE TYPES OF PHOTOGRAPHS...... 2317 Otsubo, S.; Ogawa, S.; Hidaka, H.; Dan, T. T.; Imamura, Y.

GEO-CONSTRAINTS FOR UAV-BASED LARGE-SCALE GIS DATA COLLECTION...... 2325 Ooppakarn, T.; Kumsap, C.; Witheetrirong, Y.

INTEGRATION OF TEMPLATE MATCHING AND OBJECT-BASED IMAGE ANALYSIS FOR SEMI- AUTOMATIC OIL PALM TREE COUNTING IN UAV IMAGES...... 2333 Kalantar, B.; Mansor, S. B.; Shafri, H. Z.; Halin, A. A.

URBAN GROWTH AND LAND USE/LAND COVER MODELING IN SEMARANG, CENTRAL JAVA, INDONESIA...... 2341 Hadi, F.; Thapa, R. B.; Helmi, M.; Hazarika, M. K.; Madawalagama, S.; Deshapriya, L. N.

SPATIAL TRENDS OF LAND SURFACE TEMPERATURE VARIATION OVER SELECTED URBAN REGIONS IN SRI LANKA USING REMOTE SENSING ...... 2351 Sanjeewani, R. M.; Manawadu, L.

IMPERVIOUS SURFACE DYNAMIC ANAYSIS USING TIME SERIES MODIS DATA IN PEARL RIVER DELTA...... 2361 Xu, R.; Zhang, H.; Lin, H.

MODELING URBAN EXPANSION WITH REGARD TO DISASTER VULNERABILITY IN YANGON, MYANMAR ...... 2365 Sritarapipat, T.; Takeuchi, W.

RELATIONSHIP BETWEEN SAR INTENSITY AND ASPECT ANGLE OF BUILDING CONSIDERING SCATTERING BEHAVIOR...... 2371 Kushiyama, Y.; Matsuoka, M.; Miura, H.; Ogushi, F.

MONITORING STREET NETWORK USING HIGH-RESOLUTION REMOTE SENSING DATA FOR URBAN MORPHOLOGY STUDY. CASE STUDY: THE HISTORIC CITY OF MELAKA...... 2379 Nor, M. M.; Noor, N. B. M.; Shimoda, S.

URBAN SPRAWL PREDICTION USING CELLULAR AUTOMATA: A CASE STUDY OF AHMEDABAD CITY ...... 2388 Rana, K. H.; Raut, D. A.

DYNAMICS BEYOND THE NIR FOR THE VEGETATION INDEX: A TEST CASE OF VARIOUS SAMPLE SPECTRAL SIGNATURE OF DIERING LEAF STATE OF HEALTH IN THE SHORTWAVE SPECTRUM BANDS...... 2397 Buenaobra, B.; Manhuyod, M.; Diola, A.; Mangle, C.; Abarca, M.; Mabanta, B.; Otadoy, R.

AGRICULTURE LAND SUITABILITY ANALYSIS EVALUATION BASED MULTI CRITERIA AND GIS APPROACH...... 2405 Ahmed, G. B.; Shariff, A. R.; Balasundram, S. K.; bin Abdullah, A. F.

CORRELATION BETWEEN GROUND-BASED AND LANDSAT 8 IMAGES FOR MODELING RICE CROP PHENOLOGY ...... 2414 Soontranon, N.; Lawawirojwong, S.; Maksin, P.

CULTIVATED PADDY AREA IDENTIFICATION AND RICE YIELD ESTIMATION USING FREE SATELLITE IMAGES ...... 2421 Sirisena, P. M.; Dammalage, T. L.

DEIMOS IMAGING: THE LEADING DATA SOURCE FOR PRECISION AGRICULTURE. FROM DEIMOS-1 TO “URTHEDAILY” CONSTELLATION...... 2430 Chivato, R.

STUDY ON POTENTIAL IMPACTS OF CLIMATE CHANGE ON CROP GROWING AREA SUITABILITY IN SRI LANKA ...... 2437 Rotawewa, B.; Muthuwatta, L.

3D BATHYMETRIC MAPPING FOR NEAR SHORE USING LANDSAT-8 IMAGES; A CASE STUDY AT USWETAKEIYAWA, SRI LANKA ...... 2444 Adikari, A. M.; Chathuranga, K. A.; Dammalage, T.

LANDSAT-8 SATELLITE DATA FOR GEOLOGICAL MAPPING OF PLATEAU STATE, NORTH CENTRAL NIGERIA...... 2453 Amusuk, D. J.; Hashim, M.; Pour, A. B.

TESTING PERFORMANCE OF HIGH SPATIAL RESOLUTION GOKTURK-2 SATELLITE IMAGE FOR URBAN AND RURAL ENVIRONMENT MAPPING ...... 2465 Sarp, G.; Erener, A.

EMERGENCY FLOOD MAPPING FROM SYNTHETIC APERTURE RADAR; A SIMPLE FUZZY LOGIC APPROACH...... 2471 Rajapaksha, J.; Samarakoon, L.; Dampegama, S. P.

STUDY ON PUNCTUALITY INDEX FOR BUS OPERATION IN YANGON...... 2479 Kyaing; Tun, N.; Sekimoto, Y.; Lwin, K.

AN INVESTIGATION OF BUS TRAVEL TIME COMPARING WITH PRIVATE CAR TRAVEL TIME...... 2486 Mo, M. M.; Kyaing; Sekimoto, Y.; Lwin, K. K.

GIS-BASED APPROACH FOR EVACUATION SAFETY PLACE MAPPING IN DA NANG CITY, VIETNAM...... 2493 Binh, B. Q.

REMOTE SENSING ON LOCAL MULTIDAY FISHING FLEET TO MITIGATE MARITIME CRIMES ...... 2501 Perera, P.

COUPLING LOGBOOKS AND VESSEL MONITORING SYSTEM FOR INVESTIGATIONS OF LARGE PELAGIC FISHING ACTIVITIES BY SRI LANKA ...... 2507 Gunasekara, S.; Rajapaksha, J.

USING LIDAR FOR EXTRACTING ABANDONED BRACKISH WATER FISHPOND FOR MANGROVE REVERSION SUITABILITY ANALYSIS ...... 2515 Cabanlit, M. A.;Silapan, J. R.; Edullantes, B.; Pada, A. V.; Garcia, J. J.; Albon, R. M.; Cenit, R.; Juanich, J. J. S.; Mangaporo, W. C.; Leyva, J. V. M.; Regalado, D. J. D.

ASSESSMENT OF FISH PRODUCTION VOLUME VIS-À-VIS NIGHT LIGHT DERIVED PRODUCTS IN THE PHILIPPINE MUNICIPAL WATERS...... 2525 Leonardo, E. M.; Felicio, F. M.; Perez, D. G.

A WEB-BASED SYSTEM FOR MARINE FISHES MAPPING AND ASSESSMENT ...... 2531 Mesa, A.; Largo, S. M.; Nañola, C.; Agrazamendez, M.; Novero, A.

COMPARATIVE STUDY ON FEATURE EXTRACTION METHODS USING ORTHOPHOTO IMAGES AND LIDAR DATA...... 2541 Pulido, S. P.; Cutamora, L. C.; Serviano, J. L.; Santillan, J. R.; Santillan, M. M.

MOBILE APPLICATION FOR TREE HEIGHT ESTIMATION USING PIXEL-BASED RATION MEASUREMENT ...... 2551 Timosan, J. Q.; Daguil, R. C.; Japitana, M. V.; Apduhan, A. G.

EFFECTIVE FLOOD FORECASTING AND EARLY WARNING THROUGH APPLICATION OF LIDAR AND RELATED GEOSPATIAL TECHNOLOGIES ...... 2558 Makinano-Santillan, M.; Santillan, J. R.

Author Index