34th Asian Conference on Remote Sensing 2013 (ACRS 2013) Bali, Indonesia 20-24 October 2013 V olume 1 of 5 Editors: Gatot H. Pramono Baba Barus D adan Ramdani Reiza M. Ariansyah ISBN: 978-1-62993-910-0 Printed from e-media with permission by: Curran Associates, Inc. 57 Morehouse Lane Red Hook, NY 12571 Some format issues inherent in the e-media version may also appear in this print version. Copyright© (2013) by the Asian Association on Remote Sensing All rights reserved. Printed by Curran Associates, Inc. (2014) For permission requests, please contact the Asian Association on Remote Sensing at the address below. Asian Association on Remote Sensing 4-6-1 Komba Meguro-ku Tokyo 153-8505, Japan Phone: +81-3-5452-6406 Fax: +81-3-5452-6408 [email protected] Additional copies of this publication are available from: Curran Associates, Inc. 57 Morehouse Lane Red Hook, NY 12571 USA Phone: 845-758-0400 Fax: 845-758-2634 Email: [email protected] Web: www.proceedings.com TABLE OF CONTENTS Volume 1 SPECIAL SESSION IDENTIFYING SHIPS IN LEMBEH STRAIT BASED ON PI-SAR L-2 AIRBORNE CAMPAIGN....................................................1 Ariani Andayani, Agustan ESTIMATING WINTER WHEAT YIELD BASED ON REMOTE SENSING DATA AND GROWTH MODEL............................10 Weiguo Li DEVELOPMENT AND OPERATION OF TOHOKU UNIVERSITY MICRO SATELLITE SERIES FOR EARTH OBSERVATION SCIENCE............................................................................................................................................................16 Yuji Sakamoto, Toshinori Kuwahara, Kazuya Yoshida WORKSHOP SNPP DATA ACCESS FOR AGRICULTURAL MONITORING............................................................................................................22 Christopher D. Elvidge, Kimberly Baugh, Feng-Chi Hsu, Mikhail Zhizhin THE INTEGRATION OF BIM AND GIS FOR INDOOR AND OUTDOOR COMBINED ROUTE PLANNING............................27 Kuan-Hsun Cho, Tee-Ann Teo POINT CLOUD CLUSTERING USING A PANORAMIC LAYERED RANGE IMAGE....................................................................36 Masafumi Nakagawa, Kounosuke Kataoka, Shouta Ouma POINT CLOUD REGISTRATION FOR INDOOR MAPPING USING TIME-OF-FLIGHT CAMERA...........................................44 Kenta Ochiai, Masafumi Nakagawa AUGMENTED REALITY APPLICATIONS IN THE WORLD HERITAGE IWAMI GINZAN SILVER MINE............................50 Keisuke Kimoto, Shozo Nishimura, Shunsuke Aoki URBAN AND SUBURB CHANGE DETECTION USING MULTITEMPORAL POLARIMETRIC SAR IMAGES.......................54 Bhogendra Mishra, Junichi Susaki ENHANCING QUALITY OF GLOBAL DEM FOR GEOMORPHOLOGICAL ANALYSIS - CASE STUDY IN DANANG CITY, VIETNAM..........................................................................................................................................................................62 An T. Tran, Venkatesh Raghavan, Go Yonezawa, Susumu Nonogaki, Shinji Masumoto COMPARISON OF ESTIMATED TRANSPLANTING DATESDERIVED FROM MODIS DATA AND COSMO- SKYMED DATA..............................................................................................................................................................................................70 Yuta Yamashita, Masayasu Maki, Koki Homma, Kazuo Oki, Hiroaki Shirakawa, Yunqing Li UBIQUITOUS GIS BASED INDOOR BILLBOARD ADVERTIZING...................................................................................................78 Abolghasem Sadeghi-Niaraki, Bahman Jamali, Reza Arasteh JAPAN’S ACTIVITIES FOR ASIA-RICE AND JAPANESE EARTH OBSERVATION SATELLITES...........................................86 Kei Oyoshi, Shinichi Sobue GROUND-BASED SKY CONDITIONS OBSERVATIONFOR LIGHT ENVIRONMENTAL MODELLING.................................88 Megumi Yamashita, Mitsunori Yoshimura DERIVING REGIONAL CROWN CLOSURE USING SPECTRAL MIXTURE ANALYSIS BASED ON UP- SCALING ENDMEMBER EXTRACTION APPROACH..........................................................................................................................94 Chunxiang Cao, Haijing Tian, Zaichun Zhu, Xiliang Ni, Yunfei Xu, Min Xu, Xiaowen Li, Haibing Xiang EXTRACTING FOREST AREA FROM MULTI-RESOLUTION REMOTE SENSING IMAGES..................................................110 Haibing Xiang, Xuejun Wang, Chunxiang Cao, Sheng Zheng, Cheng Liu, Haijing Tian, Rong Tian, Di Liu, Mengya Wang, Yongfeng Dang, Shilei Lu REMOTE SENSING AND GIS APPROACHES TOWARD SUSTAINABLEMANAGEMENT OF MARINE AQUACULTURE IN INDONESIA............................................................................................................................................................N/A I. Nyomanradiarta RICE CROP MONITORING IN THE MEKONG DELTA, VIETNAM USING RADAR REMOTE SENSING DATA...............................................................................................................................................................................................................124 Nguyen Lam-Dao, Thuy Le-Toan, Phung Hoang-Phi ASSESSMENT OF DROUGHT IMPACT ON RICE PRODUCTION IN INDONESIA BY SATELLITE REMOTE SENSING AND DISSEMINATION WITH WEB-GIS...........................................................................................................132 Rizatus Shofiyati, Wataru Takeuchi, Soni Darmawan, Parwati Sofan ASIAN RICE CROP MONITORING FOR GEO-GLAM........................................................................................................................141 Shinichi Sobue, Kei Oyoshi, Yutaka Kaneko, Tsugito Nagano, Toshio Okumura, Nobuhiro Tomiyama EARTH OBSERVATION DATA FOR RICE MONITORING IN ASIA (THE ASIA-RICE INITIATIVE).....................................147 Thuy Le Toan OVERVIEW OF SPACE APPLICATIONS FOR ENVIRONMENT INITIATIVES...........................................................................155 Tomoyuki Nukui, Toru Fukuda, Yoshimitsu Tajima, Wataru Takeuchi, Shinichi Sobue, Ko Hamamoto SPACE BASED SURVEILLANCE TOOLS FOR MONITORING OF FISHERIES...........................................................................162 Christopher D. Elvidge CATCH COMPOSITION OF TUNAS AND ITS CORELLATION WITH OCEANOGRAPHY CONDITION IN EASTERN INDIAN OCEAN ON DIPOLE MODE AND ENSO EVENTS 2003-2012........................................................................N/A Khairul Amri SC01 [SENSOR AND PLATFORM] INVESTIGATION & VERIFICATION OF AIRBORNE LIDAR ERROR BASED ON LAND COVER AND SLOPE VARIABILITY.................................................................................................................................................................................169 A. Putra, K. Wikantika, A. Budi Harto THE INHERENT OPTICAL PROPERTIES (IOPS) ALGORITHMS FOR DETECTION THE WATER QUALITY IN TURBID WATERS OF MEKONG ESTUARIES............................................................................................................174 Tong Phuoc Hoang Son, Lau Va Khin, Phan Minh Thu SEAGRASS MAPPING IN THUY TRIEU - CAM RANH LAGOONS(VIETNAM) BY USING SATELLITE MULTI SENSORS.........................................................................................................................................................................................181 Tong Phuoc Hoang Son, Bui Hong Long, Lau Va Khin, Ha Nam Thang, Tran Van Chung, Pham Ba Trung JAKARTA LAND SUBSIDENCE AND INUNDATION VULNERABILITY BASED ON SAR DATA............................................187 Agustan, Hartanto Sanjaya, Takeo Ito A NEW C-BAND SAR SATELLITE PAYLOAD AND ITS MISSION OPERATIONS CONCEPT FOR DISASTERS MANAGEMENT....................................................................................................................................................................195 James Yu-Chen Yaung, Kun-Shan Chen, Shiann-Jeng Yu, Nai-Yu Chen, Chih-Li Chang, Bor-Han Wu, I-Young Tarn, Ming-Yuan Yeh, Hao-Chi Chang, Hao-Lun Hung, Chih-Yuan Chu LIDAR APPLICATION STUDY TO CALCULATE MINE EXCAVATION VOLUME....................................................................203 Adzani Septarini, Budhy Soeksmantono, Ketut Wikantika CAMERA CALIBRATION FOR BAND-REGISTRATION ANDORTHO-RECTIFICATION OF MINIMCA IMAGERY ACQUIRED BY A FIXED-WING UAV.................................................................................................................................209 Jyun-Ping Jhan, Yu-Chun Yen, Jiann-Yeou Rau, Cho-Ying Huang STATISTICAL MODELLING OF SEA CLUTTER IN AIRBORNE S-BAND FULLY POLARIMETRIC SYNTHETIC APERTURE RADAR IMAGERY.......................................................................................................................................217 Ken Yoong Lee, Timo Rolf Bretschneider ANALYSIS OF CHANGES IN THE RED TIDE DISTRIBUTION BY TYPHOON............................................................................225 Seung-Yeol Oh, Hong-Joo Yoon GEO-REFERENCING OF MULTI-STATION TERRESTRIAL LIDAR DATA USING PRECISE GPS POSITIONING DATA...................................................................................................................................................................................229 Ting-Yu Chien, Yi-Hsing Tseng INFLUENCE OF VARYING LANDFORMS AND FLIGHT GEOMETRY ON ECHO ATTRIBUTES OF FULL- WAVEFORM AIRBORNE LASER SCANNING DATA.........................................................................................................................235 Yu-Ching Lin, Chun-Lin Lin, Ming-Da Tsai, Chun-Yen Yu DISASTER MONITORING CONSTELLATION EVOLUTION AND DEVELOPMENT.................................................................243 Owen Hawkins, James Penson, Andrew Cawthorne, Alex Da Silva Curiel SUMMARY OF CALIBRATION AND VALIDATION FOR KOMPSAT-3.........................................................................................249 Donghan Lee, Doochun Seo, Heeseob Kim, Haejin Choi ON THE GEOMETRIC STABILITY OF LIGHT WEIGHT UAS CAMERA......................................................................................252 Peter Tian-Tuan Shih, Tee-Ann Teo THE FLY TEST OF PUSHBROOM HYPERSPECTRAL IMAGER ON THE UNMANNED AERIAL VEHICLE AND ITS APPLICATION FOR THE HEALTH OF BANANA...............................................................................................................257 Long-Jeng Lee, David Lin, Yuan Shen 3D BUILDING MODEL RETRIEVAL SYSTEM BASED ON LIDAR POINT CLOUD FILLING AND ENCODING....................................................................................................................................................................................................261 Jyun-Yuan Chen, Po-Chi Hsu, Chao-Hung Lin ABSOLUTE RADIOMETRIC VICARIOUS CALIBRATION OF ON ORBIT IMAGING SATELLITES.....................................269 Larry Leigh, David Aarron AMPLITUDE CORRECTION OF MULTI-STRIPS MOBILE LASER SCANNING DATA.............................................................276 Hui-Lin Yu, Tee-Ann Teo, Chieh-Tsung Chen MINIMIZING LATENCY BY USING EXISTING GLOBAL GROUND STATION NETWORKS..................................................283 Kenneth Olafsson, Martin Krynitz INCLINED SATELLITE ORBITS AND RESULTING GROUND STATION NETWORK SOLUTIONS FOR NEAR EQUATORIAL AREAS....................................................................................................................................................................288 Martin Krynitz, Kenneth Olafsson DIFFERENTIAL INTERFEROMETRY SAR TECHNIQUE FOR DETECTING SURFACE DISPLACEMENT IN HILLY AREAS.........................................................................................................................................................................................294 Noorlaila Hayati, Muhammad Taufik, Khomsin SCANNING OF FRP PASSENGER BRIDGE IN TAIJIANG NATIONAL PARK..............................................................................300 Jian-An Wang, Chih-Kai Hsu, Yuan-Kuei Jhan, Walter W. Chen, Yeou-Fong Li JAPAN - INDONESIA PI-SAR-L2 CAMPAIGN 2012..............................................................................................................................305 Masanobu Shimada, Manabu Watanabe, Takeshi Motooka, Tomohiro Shiraishi, Rajesh Thapa, Noriyuki Kawano, Masato Ohki, Agustan Uttank, Muhammad Sadly, Arif Rahman DESIGN AND MEASUREMENT OF A 23.8 GHZ HIGH ACCURACYMICROWAVE RADIOMETER SYSTEM.....................313 Yun-Jui Lee, Jian-Lun Lin, James Yu-Chen Yaung, Ru-Muh Yang, Shyh-Jong Chung QUALITY AND GEOMETRY STRENGTH OF OBJECT POINT POSITIONING BY MEANS OFADS40 PHOTOGRAPHIC INTERSECTION.........................................................................................................................................................320 Ruey-An Chen, Jaan-Rong Tsay, Yu-Han Chang COMPARATIVE STUDY ON FOUR ALGORITHMS FOR DENSE MATCHING OF AERIAL IMAGES...................................328 Yen-Ting Lee, Jaan-Rong Tsay ADVANCED SMALL SATELLITE CONSTELLATIONS FOR EARTH OBSERVATION SERVICES.........................................336 Martin Sweeting, David Hodgson, Pingping Yi THE EFFECT OF TOPOGRAPHIC FACTOR IN ATMOSPHERIC CORRECTION FOR HYPERSPECTRAL DATA...............................................................................................................................................................................................................344 Tzu-Min Hong, Kun-Jen Wu, Chi-Kuei Wang CORRELATIONS BETWEEN FOREST BIOMASS AND FULL POLARIMETRIC PARAMETERS DERIVED FROM PI-SAR-L2 DATA FOR A SITE IN RIAU, INDONESIA............................................................................................................351 Manabu Watanabe, Takeshi Motohka, Tomohiro Shiraishi, Rajesh Bahadur Thapa, Noriyuki Kawano, Masanobu Shimada DATA FUSION OF AIRBORNE HYPERSPECTRAL AND FULL WAVEFORM LIDAR DATA FOR LAND COVER CLASSIFICATION........................................................................................................................................................................359 Kuei-Chia Chen, Chun-Yu Liu, Chi-Kuei Wang, Hone-Jay Chu, Guo-Hao Huang FEASIBILITY STUDY OF VBS-RTK GPS SUPPORTEDAERIAL TRIANGULATION FOR UAV IMAGES USING CONTROL ENTITIES AS CONTROL POINTS........................................................................................................................365 Chih-Wen Wu, Min-Yu Li, Shih-Hong Chio TOPOGRAPHY ANALYSIS OF HOUSHANYUE LANDSLIDE...........................................................................................................373 Chih-Kai Hsu, Walter W. Chen METHOD FOR MEASURING ANGLES OF TILT TREES...................................................................................................................379 Jian-An Wang, Walter W. Chen FPGA VARIABLE BASE CHIRP PULSE GENERATOR FOR SYNTHETIC APERTURE RADAR ON BOARD UNMANNED AERIAL VEHICLE SYSTEM............................................................................................................................................384 Kyohei Suto, Josaphat Tetuko Sri Sumantyo, Cheaw Wen Guey, Koo Voon Chet ANALYSIS OF LIDAR DATA FOR RICE FIELD AREAS....................................................................................................................390 Syara Ila Firda, Muh. Nur Indro, Mahmud Raimadoya, Eddy Arus Sentani CURRENT DEVELOPMENT STATUS AND FUTURE TRENDS FOR HIGH RESOLUTION OPTICAL EARTH OBSERVATION SATELLITES...................................................................................................................................................395 Feng-Tai Hwang LAND COVER CLASSIFICATION USING FULL-WAVEFORM LIDAR DATA AND REMOTELY SENSED IMAGERY......................................................................................................................................................................................................403 Yu-Lung Lin, Yu-Ching Lin, Ben-Yu Liao, Shin-Yen Lin, Ming-Chih Wang A STUDY ON THE EFFICIENT AS-BUILT DRAWING CREATION USING TERRESTRIAL LIDAR.......................................408 Hyoungsig Cho, Honggyoo Sohn, Mikyrong Kim, Jung Kyun Moon, Soohee Han HYPERSPECTRAL SPACE-BORNE SENSOR HISUI AND ITS DATA APPLICATION................................................................410 Osamu Kashimura, Kazuyo Hirose, Tetsushi Tachikawa, Jun Tanii SIGNIFICANT ROLE OF REMOTE SENSING TECHNOLOGY IN GEOLOGY EXPLORATION..............................................416 Prihadi Sumintadireja, Asep Saepuloh FLIGHT RESULT AND ACHIEVEMENT OF PANCHROMATIC AND MULTISPECTRAL INTEGRATION SMALL CAMERA FOR SJ-9 SATELLITE...............................................................................................................................................423 Liu Yi Wei , Zhao Zhi Ming THE ANALYSIS OF OBJECT-BASED POINT CLOUDS FEATURES USING AIRBORNE WAVEFORM LIDAR DATA.................................................................................................................................................................................................431 Tee-Ann Teo LASER SCANNING OF THE AWARD-WINNING NTUT GREEN GATE.........................................................................................436 Yu-Tsao Tseng, Hung-Tien Chou, Yuan-Kuei Jhan, Jian-An Wang, Walter W. Chen COMPARISON OF TOA REFLECTANCE CALCULATED WITH IMAGES TAKEN BY KOMPSAT -3 AND LANDSAT -8...................................................................................................................................................................................................441 Cheong-Gil Jin, Hyo-Suk Lim, Sun-Gu Lee DESIGN, IMPLEMENTATION AND TEST OF PAYLOAD DATA HANDLING LAPAN-A3/IPB SATELLITE.........................446 Eriko Nasemudin Nasser, Suhermanto, Wahyudi Hasbi DERIVING INHERENT OPTICAL PROPERTIES FROM MERIS IMAGERY AND IN SITU MEASUREMENT USING QUASI-ANALYTICAL-ALGORITHM........................................................................................................................................454 Wiwin Ambarwulan, Widiatmaka, Syarif Budhiman THE DEVELOPMENT OF LAPAN’S MICRO-SATELLITE SUBSISTEMS......................................................................................461 Robertus Heru Triharjanto HOSTED PAYLOADS, HOSTED MISSIONS, TOWARDS A SUCCESSFUL SHARE OF RESOURCES.....................................473 Thierry Benchetrit LOW-COST VIRTUAL RECONSTRUCTION AND VISUALIZATION OF HISTORICAL OBJECTS WITH FOCUS ON BLIND PEOPLE USING 3D PRINTER................................................................................................................................475 Karel Pavelka, Zdenka Bila THIN ICE AREA EXTRACTION USING AMSR2 DATA IN THE SEA OF OKHOTSK..................................................................483 Yuta Yoshida, Kohei Cho REDUCTION OF ATMOSPHERIC EFFECTS IN SEA ICE CONCENTRATION ESTIMATION USING SATELLITE MICROWACE RADIOMETER AMSR2...........................................................................................................................491 Takaaki Tezuka, Kohei Cho GISTDA'S MICRO AND SMALL SATELLITE PROJECT PLAN.......................................................................................................498 Tippawan Wanwiwake MICRO-SATELLITE CONSTELLATION – THE CHALLENGES AND THE POSSIBLE CONTRIBUTION OF VNSC...............................................................................................................................................................................................................502 Vu Viet Phuong, Pham Anh Tuan CAMERA PAYLOAD SYSTEMS FOR THE LAPAN A2 EXPERIMENTAL MICROSATELLITE...............................................506 A. Hadi Syafrudin, Wahyudi Hasbi, Abdul Rahman ACCURACY ANALYSES OF A FIXED-WING UAV EQUIPPED WITH SPAN CPT FOR DIRECT GEOREFERENCING AND DSM GENERATION...................................................................................................................................512 Jiann-Yeou Rau, Chih-Yang Chen, Jyun-Ping Jhan, Kircheis Liu, William Lee SPATIAL SCALE ISSUE IN TEMPERATURE AND EMISSIVITY SEPARATION FROM THERMAL HYPERSPECTRAL IMAGER.....................................................................................................................................................................520 Hang Yang, Tingting Shi, Lifu Zhang, Qingxi Tong SC02 [METHODS DEVELOPMENT AND IMAGE PROCESSING] IDENTIFICATION OF PADDY FIELD FROM VERY HIGH RESOLUTION IMAGEUSING OBJECT BASED IMAGE ANALYSIS METHOD.(A CASE STUDY IN RANCAEKEK, BANDUNG, WEST JAVA, INDONESIA).........................525 Achmad R. Wasil, Soni Darmawan, Ketut Wikantika USING ADVANCED IMAGE FUSION TECHNIQUES TO INCREASE THE USABILITY OF RAZAKSAT DATA FOR MAP UPDATING IN THE TROPICS...................................................................................................................................535 Christine Pohl, Mazlan Hashim MODELING SPATIAL DYNAMIC OF CORAL REEF ON THE SMALL ISLAND CASE STUDY: BARRANG LOMPO ISLAND, SPERMONDE ARCHIPELAGO, INDONESIA.......................................................................................................542 Agus Aris, Nurjannah Nurdin, Sumbangan Baja URBAN LAND USE SPECTRAL USING HIGH RESOLUTIONIMAGERY AND GIS APPROACH IN SUSTAINING URBANPLANNING SPATIAL DATABASES.................................................................................................................548 Norzailawati Mohd Noor, Alias Abdullah, Khin Cho Myint FEATURE EXTRACTION FROM WORLDVIEW-2 HIGH RESOLUTION MULTI-SPECTRAL IMAGERY USING OBJECT-BASED IMAGE ANALYSIS.........................................................................................................................................558 Imdad Rizvi IMPROVED 3D BUILDING MODEL EXTRACTION FROM STEREO PAIR WORLDVIEW-2 SATELLITE IMAGERIES...................................................................................................................................................................................................566 Min Li, Leong Keong Kwoh, Soo Chin Liew UTILIZATION OF MULTI TEMPORAL SAR DATA FOR FOREST MAPPING MODEL DEVELOPMENT............................574 Bambang Trisakti, Rossi Hamzah THE EFFECT OF IMAGE COMPRESSION LEVEL ON THE LAND-COVER CLASSIFICATION ACCURACY OF ALOS-AVNIR2 DATA USING PER-PIXEL AND OBJECT-BASED APPROACHES........................................582 Projo Danoedoro AN ANALYZE OF A BACKPROPAGATION NEURAL NETWORK IN THE IDENTIFICATION OF CRITICAL LAND BASED ON ALOS IMAGERY...................................................................................................................................589 Nursida Arif, Projo Danoedoro MODELING DETERMINATION OF PROTECTED FOREST (HL) WITH PAIRWISE COMPARISONS WEIGHTING METHODCASE STUDY: PROTECTED FOREST AREAS OF BELITUNG ISLAND............................................594 Fahrudin Sera'Ie, Eldo Mukmin, Rio Hadista MANAGING THE CONTRIBUTION OF THE SPECTRAL AND CONTEXTUALINFORMATION IN MARKOV RANDOM FIELD.......................................................................................................................................................................602 Hossein Aghighi, John Trinder, Samsung Lim MONITORING AND DELINEATING THE PROGRESS OF RICE SOWING AND CROPPING CALENDAR ASSISTING IN EARLY WARNING PEST AND DESEASE IN MEKONG DELTA, VIETNAM.....................................................610 Vo Quang Minh, Ho Van Chien METHOD OF INVERSING ABSORPTION SPECTRA SLOPES OF CDOM BY USING FLUORESCENCE CHARACTERISTICS OF CDOM...............................................................................................................................................................617 Zu-Long Zhao, Miao-Fen Huang, Hai-Nan Xia, Chang-Kuo Cheng ANALYSIS OF PHENOLOGICAL TIME-SERIES MODIS DATA FOR RICECROP MAPPING IN THE MEKONG DELTA, VIETNAM...................................................................................................................................................................625 N. T. Son, C. F. Chen, C. R. Chen, L. Y. Chang HYPERSPECTRAL IMAGE DENOISING WITH A SPECTRAL-SPECTRAL ADAPTIVE REGULARIZATION MODEL...........................................................................................................................................................................................................629 Qiangqiang Yuan, Liangpei Zhang, Huanfeng Shen REMOVAL OF RESIDUAL TOPOLOGICAL PHASE USING THREE PASS DINSAR STACK....................................................636 Ka Ming Chua, Jie Wu, Soo Chin Liew, Leong Keong Kwoh DETERMINATION OF CHARACTERISTIC PROPERTIES OF RURAL RESIDENTAL AREAS USING REMOTELY SENSED DATA......................................................................................................................................................................642 Duygu Simsek, Sinasi Kaya, Cengizhan Ipbuker, Elif Sertel COASTAL LINE AND COASTAL AREA CHANGES OF RAS SUDER DISTRICT, SOUTH SINAI GOVERNORATE, EGYPT..........................................................................................................................................................................650 Ahmed Ibrahim Ramzi, Wael Mohamed Khder, Rana Rizk Omran, Noura Saeed Fatih SPECTRAL MIXTURE ANALYSIS OF EO-1 HYPERION DATA FOR THE IDENTIFICATION AND DETECTION OF CLAY AND SILICATE MINERALS IN MILOS ISLAND, GREECE...................................................................656 Georgios Panteras THE ENHANCEMENT OF REMOTE SENSING IMAGES BY LOCAL BRIGHTNESS BALANCING........................................666 Li-Yu Chang, Chi-Farn Chen URBAN EXPANSION MONITORING USING MODIS NDVI TIME SERIES...................................................................................674 Tanakorn Sritarapipat, Preesan Rakwatin, Teerasit Kasetkasem, Anthony Hewson STUDY OF 2010 ERUPTION OF MERAPI VOLCANO, INDONESIAUSING ALOS PALSAR INTERFEROMETRY...................................................................................................................................................................................682 Ka Ming Chua, Jie Wu, Jean-Claude Thouret, Soo Chin Liew EVALUATION OF THE SIMULATED AT-SENSOR RADIANCE OF HYPER-SPECTROMETER USING MODTRAN MODEL.....................................................................................................................................................................................686 Yaokai Liu, Ning Wang, Lingling Ma, Lingli Tang, Chuanrong Li BEACH LITTER MONITORING USING THE NETWORK CAMERA AND IMAGE PROCESSING..........................................691 Seon-Woong Jang, Seong-Kyu Lee, Hong-Joo Yoon, Yong-Hyun Chung MITIGATION OF ATMOSPHERIC DELAY FROM INSAR PROCESSING.....................................................................................696 Lien-Chi Hung, Ya-Lun Tsai, Shih-Yuan Lin AUTOMATION OF V-I-S MODEL USING MATLAB&SIMULINK ON USER SELECTED AREAS...........................................703 Sinasi Kaya, Fikret Pekin, Dursun Z. Seker FULLY AUTOMATIC OBJECT-ORIENTED HIERARCHICAL CLASSIFICATION FOR DETAILED LAND COVER UPDATING WITH HIGH SPATIAL RESOLUTION REMOTELY SENSED IMAGERIES............................................709 Tianjun Wu, Jiancheng Luo, Liegang Xia, Xiaodong Hu, Yanan Zhou, Qiting Huang AUTOMATIC LAND COVER CLASSIFICATION FOR REGIONAL AREA BY AN IMPROVED SUPERVISED LEARNING PROCEDURE...............................................................................................................................................714 Liegang Xia, Jiancheng Luo, Tianjun Wu, Qiting Huang, Yanan Zhou MONITORING THE THINNING OF AGED LAKES USING SATELLITE REMOTE SENSING..................................................719 Kyaw Sann Oo, Khin Maung Tun, Maung Maung Gyi URBAN ROAD NETWORK EXTRACTION FROM VERY HIGH RESOLUTION RGB AERIAL IMAGES AND DSM DATA.....................................................................................................................................................................................................725 Darlis Herumurti, Keiichi Uchimura, Gou Koutaki, Takumi Uemura AUTOMATIC DETECTION OF SNOWFALL INTENSITY USING CCD SENSOR.........................................................................733 Junhee Youn, Gihong Kim, Tae Hoon Kim ESTIMATING IMPERVIOUS SURFACES AREA USING MODIS DATA IN INDONESIA............................................................740 Fajar Setiawan, Bunkei Matsushita, Hendro Wibowo, Luki Subehi, Takehiko Fukushima, Fan Yang THE STUDY ON THE RADIOMETRIC CALIBRATION AND BAD PIXELS REPAIR BY SMOOTHING METHOD FOR SHORTWAVE INFRARED HYPERSPECTRAL IMAGE.........................................................................................746 Long-Jeng Lee, Yuan Shen URBAN LAND COVER CLASSIFICATION OF OBLIQUE AERIAL IMAGERY USING OBJECT-BASED IMAGE ANALYSIS METHOD...................................................................................................................................................................750 Jyun-Ping Jhan, Ya-Ching Hsu, Jiann-Yeou Rau A STUDY OF GEOSPATIAL DATA PROCESSING BASED ON CLOUD COMPUTING...............................................................758 Yaser Khalilizangelani, Saman Ghaffarian IDENTIFYING NATURAL REVEGETATION OF MINE WASTE USING COMPACT POLARIMETRY..................................762 Bambang H. Trisasongko, David J. Paull, Dyah R. Panuju PEOPLE DETECTION AND TRACKING VIA 3D RANGE SENSOR.................................................................................................767 Xiaowei Shao, Huijing Zhao, Ryosuke Shibasaki, Kiyoshi Sakamoto IMAGE SEGMENTATION OF HIGH RESOLUTION SATELLITE IMAGERY..............................................................................771 Sajal Jain, Yogesh Jain, Pankaj Shinde, Imdad Ali Rizvi RELATIVE POSE CALIBRATION BETWEEN OPTICAL AND RANGE SENSORS......................................................................783 Wonseok Choi, Changjae Kim FITNESS ASSESSMENT BASED ROAD MAROS-WATAMPONE DEFORMATION VERTICAL AND GEOMETRIC PARAMETERS WITH REMOTE SENSING DATA.....................................................................................................791 Wiweka, Atriyon Julzarika AN ADVANCED ALGORITHM FOR THE ACCURATE INTERFEROGRAM ESTIMATION.....................................................799 Minghuan Yuan, Chou Xie, Yun Shao, Yunjun Zhang BUILDING BOUNDARY EXTRACTION FROM AIRBORNE LIDAR POINT CLOUDS...............................................................807 Hsiao-Chu Hung, Cheng-Kai Wang, Yi-Hsing Tseng ACCURACY ASSESMENT OF WORLDVIEW-1 DIGITAL ELEVATION MODEL........................................................................815 Tuluhan Sipka, Nebiye Musaoglu THE EFFECT OF AZIMUTH AND ANGLE OF THE SUN ELEVATION TO IMAGE CLASSIFICATION OF LANDSAT-7....................................................................................................................................................................................................823 Rorim Panday OPTIMAL LOCATION ANALYSIS OF TOD SENSOR FOR DETECT INFILTRATION USING GENETIC ALGORITHM................................................................................................................................................................................................831 Sangpil Kim, Hong-Gyoo Sohn, Soonam Bang, Namhoon Kim RICE CULTIVATION DATE ESTIMATION USING PROGRESSIVE ITERATION APPROXIMATION TIME SERIES MODIS IMAGERY........................................................................................................................................................................833 Boonyasith Khobkhun, Natasha Dejdumrong, Preesan Rakwatin, Anusorn Rungsipanich ANALYSIS OF SPOT-6 DATA FUSION USING GRAM-SCHMIDT SPECTRAL SHARPENING ON AGRICULTURE LAND................................................................................................................................................................................839 Danang Surya Candra SEMI-AUTOMATIC METHOD FOR 2D/3D MODELING BUILDING INTERIORS.......................................................................845 Sungchul Hong, Jaehoon Jung, Sangmin Kim, Namhoon Kim, Hong-Kyu Sohn, Joon Heo THE EFFECT OF EXTRATERRESTERIAL SOLAR MODEL AND SPECTRAL DIFFERENCES ON CROSS CALIBRATION.............................................................................................................................................................................................848 Morakot Kaewmane, Chaichat Musana, Panatda Kietleadseree HIERARCHICAL OBJECT-BASED CLASSIFICATION SYSTEM FOR LAND USE/COVER MAPPING OF VIETNAM.......................................................................................................................................................................................................856 Arga Pandiwijaya, Vanesza Anjani, Andree Ekadinata, Sonya Dewi, Arif Prasetyo LAND USE CHANGE ANALYSIS USING GIS, REMOTE SENSING AND LANDSCAPE METRICS (CASE STUDEY: KERMANSHAH CITY, IRAN).................................................................................................................................................864 Mohammad Maleky, Behzad Saeedi Razavib, Hasan Fathizadeh PSEUDO-VARIANT FEATURES ANALYSIS OF LANDSAT IMAGERIES FOR CHANGE DETECTION OF MANGROVE FORESTS IN BELIZEAN COASTAL AREAS................................................................................................................882 C. F. Chen, L. C. Chang, N. T. Son, L. Y. Chang, C. R. Chen FISHPOND AQUACULTURE INVENTORY IN MAROS REGENCY OF SOUTH SULAWESI PROVINCE..............................889 Yennie Marini, Emiyati, Teguh Prayogo, Rossi Hamzah, Bidawi Hasyim ABSOLUTE CALIBRATION OF OPTICAL SATELLITE SENSORS USING LIBYA 4 PSEUDO INVARIANT CALIBRATION SITES.................................................................................................................................................................................898 Dennis Helder, Nischal Mishra PYLON RECONSTRUCTION FROM AIRBORNE POINT CLOUDS DATA....................................................................................906 Bo Guo, Xianfeng Huang, Fan Zhang BLENDING MULTI-TEMPORAL SPOT AND MODIS IMAGERIES FOR RICE CROP PHENOLOGY DETECTION..................................................................................................................................................................................................914 C. R. Chen, C. F. Chen, N. T. Son, L. Y. Change LANDCOVER CLASSIFICATION: DOES AIRBORNE LIDAR ALONE CAPABLE OF PRODUCING GOOD QUALITY OF LANDCOVER MAP?..........................................................................................................................................................920 Muhammad Zulkarnain Abd Rahman, Zamri Ismail, Abd Wahid Rasib, Wan Hazli Wan Kadir, Azman Ariffin AN OBJECT BASED IMAGE ANALYSIS APPROACH TO SEMI-AUTOMATED KARST MORPHOLOGY EXTRACTION...............................................................................................................................................................................................927 Zylshal, Projo Danoedoro, Eko Haryono QUALITATIVE AS WELL AS QUANTITATIVERELATIVE ORIENTATION IN MULTI-MEDIA PHOTOGRAMMETRY................................................................................................................................................................................935 Sheng-Jih Huang, Jen-Jer Jaw URBAN LAND COVER MAPPING USING OPTICAL AND SAR IMAGES......................................................................................943 D. Amarsaikhan, S. Erdenesukh, V. Battsengel, V. Batsaikhan Volume 2 COMPARISON OF THREE SHORELINES EXTRACTION METHODS BASED ON DIGITAL IMAGE PROCESSING OF SPOT-4...........................................................................................................................................................................949 Emiyati, Syarif Budhiman, Ety Parwati A PRELIMINARY STUDY ON THE ROAD SURFACE FEATURE EXTRACTION USING MMS COLLECTEDPOINT CLOUDS..................................................................................................................................................................955 Meng-Ju Tsai, Jen-Yu Han PS-INSAR FOR LARGE-SCALE SUBSIDENCE ESTIMATION IN CENTRAL TAIWAN – PRELIMINARY STUDY FOR FUTURE PROJECT..............................................................................................................................................................963 Chia-Hsiang Yang, Jaan-Rong Tsay, Po-Tsung Su BUILDING RECONSTRUCTION USING LINE MATCHING AND INTERSECTION FROM MULTIPLE AERIAL IMAGES.........................................................................................................................................................................................971 Jou-Yu Yen, Liang-Chien Chen COMPARING CLASSIFIER PERFORMANCE FOR CROP IDENTIFICATION IN MULTI-TEMPORAL IMAGES, MIANEH, IRAN...........................................................................................................................................................................978 Hamid Saleh, Ali Akbar Matkan, Davoud Ashourloo COMPARATIVE STUDY OF LAND COVER LINEAR SPECTRAL MIXTURE ANALYSIS (LSMA) MODEL ON MULTI SPECTRAL AND HYPERSPECTRAL IMAGERY............................................................................................................986 Soraya Wirasakti, Rheza Arifin Zein, Favian Mafazi SPECTRAL CHARACTERISTICS AND CLASSIFICATION OF URBAN LAND-COVER BASED ON AIRBORN HYPERSPECTRAL DATA......................................................................................................................................................994 Konomi Hara, Wen Liu, Fumio Yamazaki, Kentaro Suzuki, Yoshihisa Maruyama DETERMINATION OF STRATIFICATION BOUNDARY FOR FOREST AND NON FOREST MULTITEMPORAL CLASSIFICATION TO SUPPORT REDD+IIN SUMATERA ISLAND........................................................1002 Tatik Kartika, Inggit Lolita Sari, Bambang Trisakti THE UNCERTAINTIES OF DOD UNDER FOREST COVER WITH MULTI-TEMPORAL AIRBORNE LIDAR DEMS.............................................................................................................................................................................................................1010 Wei-Chen Hsu, Yu-Hsiang Chung, Jin-King Liu MULTIPLE IMAGE MATCHING FOR THE GENERATION OF DIGITAL SURFACE MODELS WITH FEATURE LINE CONSTRAINTS............................................................................................................................................................1018 Yu-Xiang Lan, Liang-Chien Chen MAPPING HEALTH CORAL REEFS USING OBJECT-BASED CLASSIFICATION METHOD IN KEMUJAN ISLAND OF KARIMUNJAWA ISLANDS, JAWA TENGAH..............................................................................................................1024 Ridwan Ardiyanto, Marindah Yulia Iswari THE NEED TO SIMULTANEOUSELY CORRECTING AND NORMALIZING SPECTRAL RADIANCES OF MULTITEMPORAL IMAGES FOR LAND COVERCHANGE STUDY OF MOUNTAIN TOPOGAPHY..................................1030 Tran Ngoc Tuong, Nguyen Van Hung, Luong Chinh Ke INTELLIGENT GEO-SEARCH SYSTEM: A SEMANTIC AWARE METHOD FOR RETRIEVING REMOTE SENSING IMAGES.....................................................................................................................................................................................1033 Dimitris Sykas, Alkyoni Baglatzi, George Vafiadis, Vrettos Moulos, Vijay Kumar Vohora INTEGRATION OF CORNERS AND EDGES FOR IMAGE MATCHING USING AERIAL IMAGES.......................................1040 Chao-Yuan Lo, Liang-Chien Chen METHODOLOGY FOR THE DETECTION OF OBSERVABLE PHENOMENA IN TIME SERIES OF DAILY SATELLITE IMAGES: APPLICATION TO BURNED AREAS..........................................................................................................1046 J. A. Moreno-Ruiz, M. Arbelo, J. R. García-Lázaro, L. Núñez-Casillas, D. Riaño IMPROVEMENT OF CLASSIFICATION ACCURACY IN AIRPLANE BOUNDARY BY USING SMOOTHING TECHNIQUES.............................................................................................................................................................................................1050 Tsukasa Hosomura CLOUD REMOVAL OF MODIS 250 M 8-DAY IMAGE COMPOSITES:PROBLEM AND SOLUTION....................................1056 Nguyen Thanh Hoan, Ryutaro Tateishi, Brian Johnson DATA OPTIMALIZATION IN PERMANENT SCATTERER INTERFEROMETRIC SYNTHETIC APERTURE RADAR (PS-INSAR) TECHNIQUE FOR LAND SUBSIDENCE ESTIMATION..............................................................................1064 Yudo Prasetyo, Josaphat Tetuko Sri Sumantyo, Ishak H. Ismullah, Hasanudin Z. Abidin, Ketut Wikantika ALTERATION MINERAL MAPPING USING ETM+ AND HYPERIONREMOTE SENSING DATA AT BAU GOLD FIELD, SARAWAK, MALAYSIA................................................................................................................................................1073 Amin Beiranvand Pour, Mazlan Hashim A MULTI-TEMPORAL WIDE SWATH HYPERSPECTRAL IMAGE SIMULATION APPROACH...........................................1081 Xuejian Sun, Taixia Wu, Lifu Zhang, Qingxi Tong PSI RESULT OF THE WESTERN LESSER HIMALAYAS AND THE ADJOINING PIEDMONT ZONE OF GANGA PLAIN, UTTARAKHAND STATE OF INDIA........................................................................................................................1089 Szu-I Lee, Chung-Pai Chang, Akano Yhokha A COMPARISON AIR TEMPERATURE AND LAND SURFACE TEMPERATURE TO DETECT AN URBANIZATION EFFECT IN JAKARTA, INDONESIA.....................................................................................................................1097 Hasti Widyasamratri NONLINEAR UNMIXING WITH MULTIPLE REFLECTION FOR HYPERSPECTRAL REMOTE SENSING IMAGERY....................................................................................................................................................................................................1105 Shih-Min Syu, Hsuan Ren OPTIMIZATION OF PENALTY FUNCTIONS FOR SEMI-GLOBAL MATCHING COST AGGREGATION..........................1112 Yu-Lin Chen, Jen-Jer Jaw IMPROVED CLASSIFICATION OF MODERATE RESOLUTION SATELLITE IMAGE USING BAND RATIO, NBAI AND PC TRANSFORM....................................................................................................................................................1118 Jeark A. Principe, Ariel C. Blanco, Takahiro Yamamoto, Kazuo Nadaoka AUTOMATED LAND USE/LAND COVER CLASSIFICATION OF VERY HIGH RESOLUTION GEOEYE-1 IMAGERY USING AN OBJECT-ORIENTED RULE-BASED METHOD.........................................................................................1126 Chenghua Shi, Chew Wai Chang, Jukka Miettinen, Soo Chin Liew MONITORING OF ENVIRONMENT QUALITY IN SINGKARAK WATER CATCHMENT AREA, SUMATERA INDONESIA BY REMOTE SENSING TO SUPPORT INDONESIA GOVERNMENT LAKE RESCUE PROGRAM..................................................................................................................................................................................1132 Ita Carolita, Bambang Trisakti, Susanto, Heru Noviar MONITORING BAWAKARAENG POST-LANDSLIDE USING ALOS PALSAR DINSAR AND GROUND MEASUREMENT........................................................................................................................................................................................1137 Ilham Alimuddin, Luhur Bayuaji, Josaphat Tetuko Sri Sumantyo, Hiroaki Kuze TREE HEIGHT ESTIMATION IN TROPICAL RAIN FOREST LANDSCAPE USING IFSAR DATA.......................................1144 Suraya Jamaluddin, Abd Wahid Rasib, Mohammad Zulkarnain Abd Rahman, Ab. Latif Ibrahim, Wanhazli Wan Kadir, Tam Tze Huey, Azman Ariffin SEASONAL COMPARISON OF LANDSAT ETM+ DERIVED LAND SURFACE TEMPERATURE FOR SOUTHERN BALI.......................................................................................................................................................................................1152 I. Gusti A. A. Rai Asmiwyati, Robert J. Corner, Ashraf M. Dewan MULTI-TEMPORAL CLOUD DETECTION METHOD FOR REMOTELY SENSED DATA OVER HETEROGENEOUS LAND SURFACE REFLECTANCE...................................................................................................................1160 N. Roslan, M. N. M. Reba, M. Askari EXTRACTION OF MULTI-SCALE MANGROVE FEATURES FROM WORLDVIEW-2 IMAGE DATA: AN OBJECT-BASED IMAGE ANALYSIS APPROACH.............................................................................................................................1169 Muhammad Kamal, Stuart Phinn, Kasper Johansen A HYBRID IMAGE SEGMENTATION ALGORITHM FOR THE HIGH SPATIAL RESOLUTION REMOTE SENSING IMAGE........................................................................................................................................................................................1176 Ke Wang, Xingfa Gu, Tao Yu, Qingyan Meng, Hui Xu, Shuhan Liu DETECTION OF VANISHING POINTS USING HOUGH TRANSFORM FOR SINGLE VIEW 3D RECONSTRUCTION..................................................................................................................................................................................1182 Fuan Tsai, Huan Chang SHAPE INDEX COMPARISON BETWEEN OBJECT-BASED CLASSIFICATION AND VISUAL INTERPRETATION FOR LAND COVER/LAND USE MAPPING USING QUICKBIRD MULTISPECTRAL PAN-SHARPERNED IMAGERY..............................................................................................................................................................1190 Ridwan Nurzeha CHANGE DETECTION USING UNSUPERVISED LEARNING ALGORITHMS FOR DELHI, INDIA......................................1195 Hemant Kumar Aggarwal, Sonajharia Minz BLOB FEATURE EXTRACTION FOR AERIAL IMAGES USING WAVELET TRANSFORM..................................................1201 Pei-Chi Huang, Pai-Hui Hsu OBJECT -BASED CLASSIFICATION FOR LIDAR POINT CLOUD................................................................................................1209 Keng-Fan Lin, Chi-Pei Wang, Pai-Hui Hsu OBJECT BASED APPROACHES FOR IDENTIFICATION OF LAND USE/LANDCOVER CHANGES USING MULTITEMPORAL LANDSAT IMAGERY IN BANDUNG, WEST JAVA, INDONESIA.............................................................1217 Soni Darmawan, Dewi Kania Sari, Hary Nugroho LANDCOVER MAPPING OF TANJUNG JABUNG BARAT, JAMBI USING LANDSAT - ALOS PALSAR DATA FUSION AND OBJECT BASED HIERARCHICAL CLASSIFICATION..............................................................................1225 Mukhammad Thoha Zulkarnain, Andree Ekadinata Putra, Atiek Widayati MONITORING GLACIER FLOW VELOCITY BY SAR INTERFEROMETRY AND TEXTURE TRACKING METHOD USING ALOS PALSAR DATA AROUND MT. EVEREST REGION..............................................................................1232 Nikhil R. Poudyal, Ryutaro Tateishi, Bambang Setiadi CLASSIFICATION OF HIGH RESOLUTION SATELLITE IMAGERY: AN EXPERT SYSTEM BASED APPROACH..................................................................................................................................................................................................1240 Pankaj Pratap Singh, R. D. Garg, P. L. N. Raju SURFACE MODELING BASED ON POINT CLOUD RENDERING USING TERRESTRIAL LIDAR DATA...........................1248 Konosuke Kataoka, Masafumi Nakagawa OBJECT-ORIENTED CLASSIFICATION FOR EXTRACTING LANDSLIDES FROM DMC AERIAL IMAGES...................1254 Fan-En Kung, Huei-Ya Hu, Jihn-Fa Jan, Yi-Chen Shao, Mao-Yuan Li, Kuen-Sheng Yeh, Lien-Huang Chen FAÇADE TEXTURE MAPPING FOR BUILDING MODELS USING TLS DATA AND CLOSE RANGE IMAGES........................................................................................................................................................................................................1263 Li-Ling Chan, Liang-Chien Chen AUTOMATIC RECOGNITION OF TRAFFIC SIGNS FROM VEHICLE-BORNE IMAGES.......................................................1270 Jou-Anlin Lin, Shih-Hong Chio CALIBRATION OF A STEREO ROTATING LINE CAMERA SYSTEM FOR SOPHISTICATED INDOOR PANORAMA SERVICES...........................................................................................................................................................................1277 Sojung Oh, Impyeong Lee IMPROVEMENT IN QUALITY AND AVAILABILITY OF REMOTE SENSING DATA FOR OIL PALM PLANTATION MAPPING.........................................................................................................................................................................1284 Perry Mandeville, Umar S. Hadi, Wahyu Wibowo, Mayang W. Adhyani ANALYSIS OF SPATIAL INTERPOLATION TECHNIQUES FOR DEM GENERATION USING IRS-1C DATA...................1298 Andie Setiyoko A NEW METHOD OF CONTINUUM REMOVAL FOR MIXING SPECTRAL ANALYSIS.........................................................1304 Hengqian Zhao, Lifu Zhang INCREASING ACCURACY OF IMAGE CLASSIFICATION USING ARTIFICIAL NEURAL NETWORK.............................1311 W. H. Wan-Kadir, S. Z. A. Latiff, A. W. Rasib, M. Z. A. Rahman, A. Ariffin FUSION TECHNIQUE OF LIDAR AND AIRPHOTO IMAGERY FOR OIL PALM CLASSIFICATION..................................1317 Mohd Khairil Mohd Razi, Mohd Hasmadi Ismail, Helmi Zulhaidi Mohd Shafri MULTI-IMAGE MATCHING FOR OBJECT LINE GROUPS............................................................................................................1326 Wen-Chi Chang, Liang-Chien Chen VARIATIONS IN COMPOSITION AND ABUNDANCE OF WHITE MICA IN THE HYDROTHERMAL ALTERATION SYSTEM AT JIAMA, TIBET, AS REVEALED BY INFRARED REFLECTANCE SPECTROSCOPY........................................................................................................................................................................................1331 Na Guo, Qingxi Tong, Lifu Zhang, Chongwu Wang FAST MINERAL EXPLORATION SYSTEM WITH REMOTE SENSING AND ITS APPLICATION-A CASE OF PORPHYRY COPPER EXPLORATION IN WEST DZUNGARIA, CHINA...............................................................................1339 Qizhong Lin, Huadong Guo, Yu Chen, Yongming Wei, Mengfei Wang, Qinjun Wang ESTIMATION OF ACTUAL PEOPLE FLOW IN URBAN AREA FROM AGGREGATED DATA..............................................1347 Ryosuke Toida, Yoshihide Sekimoto, Hiroshi Kanasugi, Takehiro Kashiyama, Ryosuke Shibasaki FUSION OF HYPERSPECTRAL AND LIDAR DATA FOR TREE SPECIES CLASSIFICATION..............................................1352 Tomohiro Matsuki, Naoto Yokoya, Akira Iwasaki RESEARCH ON IMPROVED DESTRIPING ALGORITHM WITH SPECTRAL MOMENT MATCHING FOR HYPER-SPECTRAL IMAGES..................................................................................................................................................................1359 Qingwei Zeng, Weisheng Ma, Chang Liu, Moquan Sha, Aihua Wang A NOVEL APPROACH TO IMPROVE THE ENSO AND IOD SIGNALS DETECTION IN THE INDONESIAN SEAS..............................................................................................................................................................................................................1364 I. Dewa Nyoman Nurweda Putra, Tasuku Tanaka 3D MODELING OF KANAZAWA CITY CENTER FROM AIRBORNE LIDAR DATA................................................................1372 Yoshiyuki Kawata, Kohei Koizumi, Masaki Hashimoto, Hoshito Sakaya IMPROVING THE GEOMETRIC CORRECTION ACCURACY OF HJ-1 SATELLITE IMAGERY BASED ON THE RATIONAL FUNCTION MODEL SOLVED BY ISVD APPROACH.......................................................................................1380 Weili Jiao, Tengfei Long, Libo Chen A NOVEL NOISE REMOVAL ALGORITHM FOR VERTICAL ARTIFACTS IN DIGITAL ELEVATION MODELS.......................................................................................................................................................................................................1387 Lucas C. Villa Real, Jose Edgardo L. Aban, Saiful A. Husain VISIBLE INFRARED IMAGER RADIOMETER SUITE (VIIRS) ACTIVE FIRES APPLICATION RELATED PRODUCTS (AFARP) GENERATION USING COMMUNITY SATELLITE PROCESSING PACKAGE (CSPP) SOFTWARE.................................................................................................................................................................................................1394 Budhi Gustiandi, Andy Indradjad