ACRS2022 Proceedings

TABLE OF CONTENTS

Algorithm and Image Processing

1. ASSESSING AND ANALYZING THE CORRELATION BETWEEN CRIME AND BUILD-UP INDEX USING MULTI-TEMPORAL LANDSAT IMAGES IN PENINSULAR MALAYSIA ACRS22_2
Noryusdiana Mohamad Yusoff; Mohd Adha Abdul Majid; Mohd Zahir Harun; Zulfikri Ithnin; Syalini Mat Shafiee

2. QUANTIFICATION OF TOTAL SUSPENDED SEDIMENT IN MUDA DAM USING MULTI-TEMPORAL LANDSAT OPERATIONAL LAND IMAGER (OLI) ACRS22_6
Maizatuldura Mohd Isa; Shahruddin Ahmad; Hana Mohamed Jamil; Nurul Suliana Ahmad Hazmi; Sabrina Shahri

3. Artificial Intelligence-based assessment of urban green spaces and heat island ACRS22_12
Bilguuntugs T; Adiya-Ochir G; Tsolmon O

4. Efficient Image Matching using IMU Stereo Camera in SfM/MVS ACRS22_20
Masafumi Nakagawa; Yuichiro Yamaguchi

5. Feature Extraction and Classification of Hyperspectral Data of Mongolia Using Machine Learning Methods ACRS22_22
D. Amarsaikhan; A. Enkhmanlai; Ts. Bat-Erdene; E. Jargaldalai, Ch. Bolorchuluun

6. Investigation of geo-structure of the Khan Bogd massive using optical and microwave RS ACRS22_23
D.Amarsaikhan; S.Jargalan; D.Khashbat; B.Enkhjargal; N.Bolorchimeg; S.Oyungerel; S.Kundys; E.Nyamjargal; G.Adyaochir; G.Tsogzol

7. Object-Oriented Approach for Building Footprint Extraction from High Resolution Satellite Imagery: A Comparative Study ACRS22_40
Arshad Peer Mohamed, Minakshi Kumar

8. Object-based Temporal Dynamic Time Warping For Cropland Classification Using Multi-sensor Remote Sensing Data: A Comparative Analysis In Three Different Major Crop-growing Regions ACRS22_45
Randy Chua; Chong Chen; Bin Zhou; Jianjun He; Ting Chen

9. Comparison of Topographic Correction Methods for Sentinel-2 Imagery ACRS22_51
Won-Woo Seo; Yunji Nam; Jong-Hwan Son; Sooahm Rhee

10. USING DRONE-BASED THREE-DATE MULTISPECTRAL IMAGES TO CLASSIFY INVASIVE ALIEN SPECIES WITH MACHINE LEARNING ALORITHMS ACRS22_84
Hung Li, Chin-Rou Hsu, Bao-Hua Shao, Nan-Chang Lo, Kai-Yi Hunag

11. TIN-BASED IMAGE SEGMENTATION FOR SEAMLESS MOSAICKING OF UAV IMAGES ACRS22_86
Sung-Joo Yoon; Taejung Kim

12. ROADKILL PROBABILITY MODELLING FOR MALAYAN TAPIR BASED ON LAND COVER CHANGES USING TIME-SERIES OF LANDSAT IMAGERY ACRS22_120
Muhammad Daniel Iman bin Hussain; Masahiko Nagai; Tsuyoshi Eguchi

13. CLOUD DETECTION OF VIIRS DNB USING GLCM FEATURES IN EAST ASIA ACRS22_122
Jonggeol Park; Ichio Asanuma; Kanichiro Mochizuki

14. REMOTE SENSING TECHNIQUES FOR 3D BUILDING IN ULAANBAATAR CITY ACRS22_138
Enkhjargal. N, Usukhbayar. G; A. Galmandakh; Ochirkhuyag. L

15. Pole Inclination Angle Determination from Mobile Laser Scanning Data with the assistance of High-Definition map ACRS22_139
Yi-Jhen Yang; Chi-kuei Wang; Kuei-Chia Chen

16. Image Quality Assessment of Spatiotemporal Image Fusion: A Case Study Approach Using Landsat-8 And Sentinel-2 ACRS22_150
Greetta Pinheiro; Sonajharia Minz

Cloud Computing, Big data, and AI in Remote Sensing

1. Performance Comparison between Convolutional Neural Network and Supervised Multiresolution Segmentation for Actual Paddy Planted Area ACRS22_3
Zainal Abidin Hasan; Muhammad Azzam A. Wahab; Muhammad Nazir Siham; Nurul Aina Abdul Aziz; Nurshafiza Zanal Abiddin; Bismawaty Hassan; Akhmalluddin Mohd Sujai

2. Comparison of Support Vector Machine (SVMs) and Maximum Likelihood Classification (MLC) for Nipa Palm (Nypda fruticans) Extent in East Coast of Sabah, Malaysia ACRS22_4
Mckreddy Yaban; Maizatuldura Mohd Isa; Mohd Arif Shahdan Bin Azmi; Muhamad Zulfazli Zakaria

3. EVALUATION OF MACHINE LEARNING BASED ALGORITHMS FOR DETERMINING LAND COVER CHANGE WITH MULTI-TEMPORAL SENTINEL-2 SATELLITE IMAGES ACRS22_55
Yaren Ketenci; Ugur Alganci; Dursun Zafer Seker

4. UNCOVERING THE SPATIAL PATTERNS OF INVASIVE SPECIES VIA MACHINE LEARNING ON MULTI-TEMPORAL DRONE IMAGES ACRS22_65
Hao Yuan Hung; Chin-Rou Hsu; Bao-Hua Shao; Nan-Chang Lo; Kai-Yi Huang

5. EVALUATION OF PRINCIPAL COMPONENTS FOR LAND COVER DISCRIMINATION USING OBJECT-BASED CLASSIFICATION ACRS22_77
Nyamjargal Erdenebaatar; Enkhmanlai Amarsaikhan; Amarsaikhan Damdinsuren; Sodnom Enkhtuya

6. Comparative study of Vegetation Indices for Machine Learning-Based Image Classification ACRS22_95
Bulgan Gankhuyag; Baasan Nergui

7. LAND COVER MAPPING IN CAMAU PROVINCE BY MACHINE LEARNING ALGORITHMS USING SENTINEL-2 IMAGERY ACRS22_99
Tran Van Anh; Le Minh Hang; Tran Hong Hanh; Le Thanh Nghi; Tran Trung Anh; Nguyen Cam Chi; Ha Trung Khiên

8. A new spectral index to characterize solar photovoltaic panels for Sentinel-2 data ACRS22_103
Shoki Shimada; Wataru Takeuchi

9. UNDERSTANDING MULTISPECTRAL SATELLITE IMAGE LAND COVER CLASSIFICATION WITH THE DEEP LEARNING ACRS22_104
Wei-Zhen Lin, Chih-Yuan Huang

10. DIGITAL TWIN GENERATION OF CARAGA STATE NIVERSITY’S HONORABLE ELISA R. OCHOA (H.E.R.O) LEARNING COMMONS USING UNMANNED AERIAL SYSTEMS (UAS) ACRS22_130
Maria Belinda D. Campana; Jun Love E. Gesta; Jojene R. Santillan; Aubrey D. Menioria; Kharen Mae S. Arconada; Zarah Mae B. Yuto

11. Development of prediction method for agricultural land using Time series analysis in Dornod, Mongolia ACRS22_141
Davaajargal Jargalsaikhan; Bayanjargal Darkhijav; Tsolmon Rentsen; Enkhjargal Natsagdorj; Ochirhuyag Lkhamjav

12. MOBILE POINT CLOUD SEMANTIC SEGMENTATION USING ARTIFICIAL NEURAL NETWORK AND APPROPRIATE PARAMETER DETERMINATION ACRS22_151
Muhammed Enes Atik; Zaide Duran

13. COMPARATIVE STUDY OF DEEP LEARNING MODELS IN MULTI-LABEL SCENE CLASSIFICATION ACRS22_156
Saziye Ozge Atik

14. A PROJECTION-BASED POINT CLOUD SEMANTIC SEGMENTATION APPROACH USING DEEP LEARNING AND 3D GEOMETRIC FEATURES ACRS22_157
Muhammed Enes Atik; Zaide Duran

15. DIMENSION REDUCTION WITH PRINCIPAL COMPONENT ANALYSIS IN HYPERSPECTRAL IMAGE CLASSIFICATION USING MACHINE LEARNING ACRS22_158
Saziye Ozge Atik

Disaster Monitoring and Prevention

1. URBAN FLOODS ANALYSIS BY USING REMOTE SENSING IMAGERIES IN ASIAN: SYSTEMATIC REVIEW ACRS22_10
Nurin Fadhlina Bt Mohd Anafi; Norzailawati Mohd Noor; Illyani Bt Ibrahim; M.Zainora Bt Asmawi; Hasti Widyasamratri; Mila Karmilah

2. SATELLITE IMAGERIES AND GEOSPATIAL IN HANDLING SINKING CITIES IN ASIAN: A SYSTEMATIC REVIEW ACRS22_11
Nur Hasnieda Zawawi; Norzailawati Mohd Noor; Illyani Bt Ibrahim M.Zainora Bt Asmawi; Hasti Widyasamratri; Mila Kamilah

3. QUANTIFICATION OF GLACIER FACIES AND ELA DELINEATION IN WESTERN HIMALAYAS USING SENTINEL-1 SAR DATA ACRS22_25
Ruby Panwar; Gulab Singh

4. THE NATIONAL CAPABILITIES AND REQUIREMENTS OF TURKEY FOR BETTER WILDFIRES FIGHTING AND PREVENTION ACRS22_54
Abdullah Sukkar; Ahmet Ozgur Dogru; Dursun Zafer Seker

5. Synthetic Aperture Radar Image Simulation Of Collapse Building Related To Multiple Signal ACRS22_57
Yang Yu; Wataru Takeuchi

6. SYNERGY OF RADAR AND OPTICAL IMAGES FOR VEGETATION DAMAGE ASSESSMENT OF SUPER TYPHOON RAI IN SEVERELY AFFECTED AREAS OF CARAGA REGION, PHILIPPINES ACRS22_80
Jonel G. Vernante; Kendel P. Bolanio; Monalaine M. Bermoy; Arnaldo C. Gagula; Rey Joshua C. Jaque; Donna Mae T. Labaso

7. ANALYZING THE IMPACT OF LOW-TO-MODERATE EARTHQUAKE IN KON TUM, VIETNAM BY TIME-SERIES SENTINEL-1A ACRS22_83
Le Minh Hang; Tran Van Anh; Do Thi Hoai

8. LANDSLIDES DETECTION USING IMAGE TRANSFORMER OF CYCLE-GAN FOR DATA AUGUMENTATION ACRS22_88
Emiko Ariyasu; Satomi Kakuta

9. MEASURING ROCKFALL AREA WITH SEASONAL NDVI ACRS22_93
Yu-Chieh Huang; Walter Chen

10. MONITORING LAND SUBSIDENCE IN ULAANBAATAR, MONGOLIA BASED ON PS- INSAR TECHNOLOGY ACRS22_102
Yuxin Xie; Hasi Bagan; Luwen Tan; Yune La; Tonghua Wu; Bayarsaikhan Uudus; and Qinxue Wang

11. Monitoring the Recovery of the Tsunami Damaged Areas using Satellite Observation and Ground Survey for Environmental Education ACRS22_106
Kohei Cho; Osamu Uchida; Kazumi Terada; Hiroyuki Wakabayashi; Toshiaki Sato

12. Disaster Area Detection by Deep Learning using UAV and Satellite Imagery ACRS22_118
Kazuaki AOKI; Shintaro GOTO; Chitomi SAKAI

13. BACKSCATTERING AND INTERFEROMETRIC CHARACTERISTICS OF FLOOD DAMAGE IN KORIYAMA CITY CAUSED BY TYPHOON HAGIBIS ACRS22_119
T. Igarashi; H. Wakabayashi

14. FOREST FIRES OCCURRENCE AND MANAGEMENTT – A CRITICAL REVIEW WITH RESPECT TO TAMIL NADU, INDIA ACRS22_123
Mishra A; Udhayan A; Palani P; Ramachandran A

15. Developing Thailand Wildfire Prevention Decision Support System ACRS22_179
Jirapast Buntub, Proadpran Punyabukkana, Pongpun Juntakut, Ploy N. Pratanwanich

Environmental Domain

1. MAPPING THE BURNED AREA OF MULTI FOREST FIRE USING MULTIPLE MACHINE LEARNING ALGORITHMS BASED ON LANDSAT-8 IMAGES ACRS22_13
JChaoyu Huang; Lin Xiao

2. Accuracy Verification Methodology of Water borne LiDAR-SLAM using CLAS Positioning ACRS22_19
JRikako Shigefuji; Naoto Kimuara; Masafumi Nakagawa Tomohiro Ozeki; Nobuaki Kubo; Etsuro Shimizu

3. RELATIONSHIP ANALYSIS BETWEEN FOREST ABOVEGROUND BIOMASS AND VEGETATION INDICES USING SENTINEL-2 DATA ACRS22_26
JTsolmon Altanchimeg; Amarsaikhan Damdinsuren; Tsolmon Renchin; Dorjsuren Chimidnyam

4. MAPPING SAND AND GRAVEL EXTRACTION ACTIVITIES AND EVALUATING THEIR IMPACTS ON RIVER GEOMETRIC CHARACTERISTICS IN CABADBARAN CITY USING REMOTE SENSING ACRS22_30
JLorie Cris S. Asube; Sean Michael F. Bulado

5. MAPPING THE SPATIAL DISTRIBUTION OF URBAN HEAT ISLANDS IN DARHAN AND ERDENET CITIES, MONGOLIA ACRS22_32
JB.Byambadolgor; D.Amarsaikhan

6. EFFECTS OF LANDSAT DATA COLLECTION LEVEL ON ESTIMATION OF THE CHLOROPHYLL-A CONCENTRATION ACRS22_36
JYoshinari Oguro; Tomohisa Konishi; Seiji Ito; Chiemi Miura

7. MAPPING AQUACULTURE RAFTS FROM A GEOEYE-1 IMAGE USING U-NET ACRS22_37
JTatsuyuki Sagawa; Hiroki Murata

8. ANALYSIS OF VEGETATION INDICES FOR PASTURE BIOMASS EVALUATION USING MULTI-TEMPORAL SATELLITE IMAGES AND UAV DATA ACRS22_38
JJargaldalai Enkhtuya; Amarsaikhan Damdinsuren; Munkh-Erdene Altangerel; Martin Oczipka; Adiya-Ochir Gurdorj; Batdorj Enkhbayar; Bilguuntugs Tovuusuren

9. OBJECT-BASED CLASSIFICATION OF LAND COVER TYPES USING LIDAR AND SATELLITE IMAGES ACRS22_39
JJargaldalai Enkhtuya; Amarsaikhan Damdinsuren; Munkh-Erdene Altangerel; Martin Oczipka; Batdorj Enkhbayar; Bilguuntugs Tovuusuren

10. SPATIALANALYSIS AND CHARACTERIZATION OF DUST PARTICLES USING REMOTELY-SENSED DATAAND ITS EFFECTS ON SOLAR PV POWER PRODUCTION: CASE OF THE PHILIPPINES ACRS22_42
JMa. Divina Angela Bauzon; Marielle Sotto; Jayson Cañete; Jeark Principe; Jose Lorenzo Masa

11. A Study on Beach Vegetation Classification by using CNN on the Nijigahama Beach in Japan ACRS22_48
JSeiji Ito; Hiromu Yamashita; Kohei Oka; Tomohisa Konishi; Yoshinari Oguro

12. RESEARCH ON THE SPATIOTEMPORAL DISTRIBUTION OF XCO2 EMISSIONS BASED ON GOSAT SATELLITES IN CHINA ACRS22_62
JXinyan Hou; Hasi Bagan; Terigelehu Te; Bayarsaikhan Uudus; Qinxue Wang

13. EXPLORING LAND COVER TRANSITION TO SOLAR FARMS AND ITS IMPACT ON NIGHTTIME LIGHTS USING RS AND GIS ACRS22_63
JJeark Principe

14. Distribution of Vegetation Growth Abnormality by NDVI’s Responses to Precipitation in Mongolia, 2001 to 2020 ACRS22_69
JYAN Guanyu; TAKEUCHI Wataru

15. DETECTION OF SUBMERGED AQUACULTURE RAFT BY DRONE-BASED MULTISPECTRAL CAMERA ACRS22_89
JHiroki Murata; Chinatsu Yonezawa

16. TIME-SERIES ANALYSIS OF AIR QUALITY IN MAJOR CITIES IN THE PHILIPPINES DURING THE COVID-19 PANDEMIC THROUGH SENTINEL-5 ACRS22_96
JCara Patricia Canlas; Arlo Jayson Sabuito; Archie Veloria; Gay Jane Perez

17. RESEARCH ON OBSERVATION OF CARROT GROWTH STAGE USING UAV MULTISPECTRAL CAMERA AND APPLICATION TO FIELD MANAGEMENT ACRS22_97
JShintaro GOTO; Atushi KIMURA

18. MONITORING GROSS PRIMARY PRODUCTION USING THE SATELLITE DATA ACRS22_98
JDelgermaa Erkhembayar; Tsolmon Renchin; Kazuhito Ichii; Bayanjargal Darhijav

19. DEVELOPMENT LAND COVER CLASSIFICATION APPROACH USING LINEAR MIXING MODEL AND RANDOM FOREST IN GOOGLE EARTH ENGINE ACRS22_100
JDavaasuren Bayarmagnai; Tsolmon Rentsen; Bayanjargal Darkhijav

20. PREDICTING STEPPE FIRE USING SATELLITE DATA AND MACHINE LEARNING METHOD ACRS22_101
JIderbayar Shiilegbat; Tsolmon Rentsen; Bayanjargal Darkhijav; Munkh-Erdene Altangerel

21. CHIRPS SATELLITE RAINFALL PRODUCT REPRESENTING RAINFALL TREND AND VARIABILITY OVER THAILAND ACRS22_110
JPramet Kaewmesri; Pakorn Petchprayoon; Vinitar Khettar; Nuntikorn Kitratporn; Kulapach Lhapawong

22. ESTIMATING HISTORICAL FOREST ABOVEGROUND BIOMASS IN NORTHERN BORNEO USING SRTMGL1 AND AIRBORNE LIDAR DATA ACRS22_115
JMui-How Phua; Eexin Wong; Daniel James; Ho Yan Loh; Wilson Wong Vun Chiong

23. Proposal of Priority Site for Forest Restoration through Spatial Analysis of Damaged Areas in Northern Forests Considering Soil Moisture Changes in Mongolia ACRS22_116
JEnerel Bayarmagnai; Seong Woo Jeon

24. ESTIMATION AND VALIDATION OF PASTURE ABOVEGROUND BIOMASS USING SENTINEL-2 AND ALOS PALSAR (A CASE STUDY IN BAYANDELGER SOUM, TUV PROVINCE) ACRS22_127
JMunguntuul Ulziibaatar, Boldbaatar Natsagdorj, Sainbayar Dalantai, Altantuya Dorjsuren

25. Research of the Impact of Climate Change on Ecosystem Services by Using Geospatial Information Technology – a Case Study of the Lan-Yang River Basin ACRS22_129
JSheng-Che Chou; Jihn-Fa Jan

26. GEO-INFORMATICS PLATFORM FOR THE SPATIAL HOLISTIC MANAGEMENT OF THE PM2.5 IN THAILAND ACRS22_135
JPatiwet Chalermpong; Pakorn Petchprayoon; Kanjana Koedkurang; Budsaba Uamkasem; Karn Kamonborisut; Woranut Chansury; Nuntikorn Kitratporn; Kulapach Lhapawong

27. Continuous Seagrass Density Estimation Using Sentinel-2 Imagery On An Intertidal Flat ACRS22_136
JXuan Truong Trinh; Wataru Takeuchi

28. The Estimation of Above Ground Biomass of Forest Stand in the district of Borobudur, Central Java, Indonesia ACRS22_142
JMunawaroh; Huwaida Nur Salsabila; Galih Citra Yoganti; Nurul Astuti; Prima Widayani; Projo Danoedoro; Sigit Heru Murti; Pramaditya Wicaksono

29. LAND COVER CHANGE ANALYSIS FOR BAYANKHONGOR PROVINCE IN MONGOLIA ACRS22_149
JOyunbileg Erdenebadrakh; Byambasuren Damdinsuren; Batbileg Bayaraa; Enkhjargal Natsagdorj

30. ANALYSIS OF WATER YIELD SERVICE OF CITARUM WATERSHED BASED ON ECOSYSTEM SERVICES ACRS22_163
JJaka Suryanta; Irmadi Nahib

31. WATERSHED MANAGEMENT PRIORITIZATION IN TEA LAND USES: A CASE STUDY IN BADULU OYA SUB-WATERSHED OF MAHAWELI BASIN ACRS22_167
JNisansala S. Withanage, Janaki M. Abeysekara, Sajani D. Jayaweera; Neranjan Priyanke

32. The responses of vegetation to climatic fluctuations using time-series MODIS data in a subtropical mountain cloud forest ACRS22_168
JHsueh-Ching Wang; Cho-Ying Huang

33. Analysis of Land Surface Change over the Tsambagarav Ridge Using the Pixel Quality Assessment Band of the Landsat Data Product ACRS22_169
JKenta Taniguchi; Tomomi Sugiyama; Takeshi Kuroiwa; Akihito Mukai1, Shigeki Sano; Tomonori Hasegawa

34. IMPACT OF URBAN INDUCED HEAT ON THE LIGHTNING ACTIVITY OF SRI LANKA: COLOMBO AND SUBURBS ACRS22_171
JPanchali Fonseka; Sampath Marasinghe; Mohomed Rila

35. Assessment of Combined Drought Index (CDI) for Drought Monitoring in the Philippines During the 2018-2019 El NIÑO ACRS22_172
JMichael Angelo Valete; Paul Daniel Ang; Archie Veloria; Gay Jane Perez;

36. The effect topography in prediction of wheat yield ACRS22_173
JB.Erdenetuya; D.Tuvshinbayar; O.Munkhjargal

37. Vegetation Indices for Harumanis Using Multispectral Data ACRS22_177
JSiti Noor Syazwani binti Zakaria, Nurul Ain binti Mohd Zaki, Farrah Melissa binti Muharam

38. MONITORING INLAND WATERS OF ASIA USING SARAL ALTIKA SATELLITE ALTIMETER DATASETS ACRS22_178
JVaibhav Garg

39. DETERMINING CHANGES IN SURFACE HEAT, MOISTURE, AND VEGETATION BY REMOTE SENSING ACRS22_183
JB. Batsuren, Z.Tuya

40. GIS-BASED APPROACH IN ESTIMATING CARBON EMISSION ATTRIBUTED BY LAND USE AND LAND COVER DYNAMICS IN BUTUAN CITY, PHILIPPINES ACRS22_90
JAntonietto Cacayan Jr, Arnold Apdohan, Via Cacayan, Ronaldo Saludes

Geographic Information Systems (GIS) and Web GIS

1. Geographic Information System-Based Land Suitability Analysis And Multi-Hazard Mapping For Potential Urban Development Sites In A State University In Romblon, Philippines ACRS22_24
Sarah Joy A. Acepcion, MSc., Marjohn E. Lucidos, ME, and Juniel G. Lucidos, MSc.

2. A RESEARCH ON SOCIOECONOMIC INDICATORS FOR BETTER UNDERSTANDING THE MOTIVATORS OF THE FELLOW COUNTRYMEN ASSOCIATIONS IN BURSA ACRS22_56
Melek Gokmeydan; Ahmet Ozgur Dogru; Dursun Zafer Seker

3. The Cross-Sectional Association between Walking Activity of Residents and their Accessibility to Different Building Uses ACRS22_92
Serge Garrigue; Yusuke Kimura

4. THE POTENTIAL OF TOURIST ATTRACTIONS AND THE OPTIMUM TRAVAL ROUTES IN CHAINAT PROVICE ACRS22_108
Kulapramote Prathumchai; Kittichat Phuengroop; Narawit Kaewpentong; Punfun Chabubtrong; Thapthai Chaithong

5. Spatial Pattern Analysis of Food Service Locations in Five Major Cities in Indonesia ACRS22_125
Falia Nurnabila, Dyah Lestari Widaningrum

6. Distance Analysis between Service Facilities and Tourism Sites in Indonesia: Are there differences in distance characteristics between tourism categories? ACRS22_126
Eirinne Carenina de Poere; Dyah Lestari Widaningrum

7. Investigating Greenery In Urban Street Perspective Using Street View Images ACRS22_132
Zhang-Xiu Luo; Bo-Cheng Lin

8. DETECTION OF RESIDENTIAL AND WATER AREAS IN HISTORICAL TOPOGRAPHIC MAPS OF JAPAN USING U-NET ACRS22_133
Ami Ogita; Takayuki Shinohara; Haoyi Xiu; Haruki Oshio; Masashi Matsuoka

9. CROPLAND SUITABILITY ANALYSIS USING GIS TECHNIQUE ACRS22_186
Erdenechandmani Jargalsaikhan, Enkhjargal Natsagdorj, Buyandelger Myagmarsuren, Batbileg Bayaraa

10. DETERMINATION OF POTENTIAL WATER POND LOCATION USING ARCHYDRO DESIGN AND SUITABILITY ASSESSMENT ACRS22_137
Byambasuren Damdin

Geological Remote Sensing Application

1. Anomaly Detection with Autoencoder for Concrete Deformation Extraction from Images ACRS22_18
Tetsu Yamaguchi; Hina Matoba; Masafumi Nakagawa

2. IMPORTANCE OF SPACE DATA TO STUDY EARTHQUAKES RISK IN ARABIAN RIFT ZONE ACRS22_27
Prof. .Mohamad Rukieh

3. Development of Shoreline Detection Module Using Remotely Sensed Imagery By Deep Neural Networks and Geomorphology Techniques ACRS22_49
Yun-Jae Choung; Seon Woo Kim

4. INTEGRATING GIS AND EARTH OBSERVATION DATA IN ASSESSING LAND SUBSIDENCE CAUSED BY LARGE SEISMIC MOVEMENTS: A CASE IN SURIGAO CITY, MINDANAO, PHILIPPINES ACRS22_143
Arnaldo C. Gagula; Kendel P. Bolanio; Monalaine M. Bermoy; Tweete Magelle G. Bisnar; May Ai L. Bolatete

5. SENTINEL-1 BASED GROUND DEFORMATION MONITORING OVER ACTIVE OPEN-CAST MINING AREA IN TUBAY, AGUSAN DEL NORTE, PHILIPPINES USING STAMPS/MTI ANALYSIS ACRS22_160
Monalaine M. Bermoy; Anlene Jane M. Eduava; Aj Webb O. Buenaflor

6. STUDY OF STRUCTURES OF OVOOT KHURAL COAL BEARING BASIN USING OPTICAL AND MICROWAVE REMOTE SENSING ACRS22_82
M.Ochirbat, D.Amarsaikhan, N.Boldbayar, S.Jargalan

Remote Sensing for Cartography and Mapping

1. Visualization and Object Recognition of Construction Space using Dual 3D Laser Scanners Mounted on Construction Vehicle ACRS22_14
Gai Ozaki; Masafumi Nakagawa

2. POSITIONING AND TRAJECTORY INTERPOLATION USING SLAM AND PPP-RTK FOR RIVER MARRING ACRS22_15
Kimura Naoto; Masafumi Nakagawa;Tomohiro Ozeki;Nobuaki Kubo;Etsuro Shimizu

3. PERFORMANCE EVALUATION OF GNSS/VISUAL ODOMETRY-BASED POSITIONING AND RANGING SYSTEMS ON UAVS FOR INFRASTRUCTURE INSPECTION ACRS22_16
Kazuha Saito; Masafumi Nakagawa;amd Yusuke Kawasaki; Masaaki Takebayashi; Hirotoshi Kurashige; Shozo Nishimura; Masafumi Miwa

4. Preliminary Experiments on Point Cloud Acquisition Toward a Groundbreaking Surveying for Lunar Base Construction ACRS22_17
Agata Nagasaka; Masafumi Nakagawa; Masanori Takigawa; Taizo Kobayashi

5. VALIDATION OF PRECIPITABLE WATER ESTIMATED BY USING COST- EFFECTIVE GNSS RECEIVER SYSTEM ACRS22_66
Taiki Takeda; Keiji Imaoka; Hidenori Shingin; Kakuji Ogawara

6. Automated Sensor Orientation Establishment for Mid-Resolution Satellite Images ACRS22_70
Hyeongyeong Choi; Taejung Kim

7. Comparison of Various DSMs Derived from UAV Images Towards True Orthorectification of Satellite Images ACRS22_75
Seunghee Kim; Taejung Kim

8. DEVELOPMENT OF AN IOT-ENHANCED TELEPRESENCE SYSTEM BASED ON SLAM AND VR ACRS22_107
Chen-Qi Peng; Chih-Yuan Huang

9. APPLICATION OF SATELLITE TECHNOLOGY FOR REFINEMENT OF A HEIGHT SYSTEM IN MONGOLIA ACRS22_185
Sodnom Enkhtuya; Damdinsuren Amarsaikhan

Sensor and Platform

1. A Study to Improve the Segmentation Result for VHR Satellite Imagery Using PCA Technique ACRS22_21
Jiyoon Moon; Kwangjae Lee

2. SPATIAL ANALYSIS OF LAND SURFACE TEMPERATURE AND ITS RELATIONSHIPS TO LULC INDICES IN SURIGAO CITY ACRS22_29
Lorie Cris S. Asube; Elaiza M. Magbago

3. DISSECT THE IMPACT OF DEM WITH DIFFERENT SOURCES ON THE PERFORMANCE OF ESTABLISHING SPECIES DISTRIBUTION MODELS ACRS22_33
Chin-Jin Kuo; Bao-Hua Shao; Nan-Chang Lo; Kai-Yi Huang

4. Standard Operation Procedure Development of FORMOSAT-2/5 Analysis-Ready Data ACRS22_34
Tun-Yu Liao; Li-Yu Chang; Kuo-Hsien Hsu; Li-Hsueh Chang

5. STREET TREE EXTRACTION BASED ON VEHICLE LIDAR POINT CLOUD ACRS22_43
Fanyang Zeng; Feng Wang

6. BORESIGHT AND LEVER ARM CALIBRATION OF LIDAR SYSTEM USING CORRESPONDING POINTS FOR GROUND CONTROL POINTS ACRS22_44
Cheolwook Kim; Pyeong-chae Lim; Junhwa Chi; Sooahm Rhee

7. Effective Band of SPOT-7 for Landslide Detection using U-Net ACRS22_46
Tomohisa Konishi; Seiji Ito; Yoshinari Oguro

8. ANALYSIS OF TIME SERIES SATELLITE IMAGES FOR PASTURE AREA IN KAWATABI FILED SCIENCE CENTER, OSAKI CITY, JAPAN ACRS22_50
Muxiye; Chinatsu YONEZAWA

9. OPTIMIZATION OF TIEPOINT EXTRACTION FOR RAPID UAV IMAGE MOSAICKING ACRS22_53
Minkyu Park, Sung-Joo Yoon, Taejung Kim

10. AUTOMATED REGISTRATION OF HETEROGENEOUS SATELLITE IMAGES USING FEATURE MATCHING ACRS22_60
Seunghwan Ban; Taejung Kim

11. Terrain Shadow Detection from RapidEye Images Based on Hillshade Algorithm ACRS22_71
Hyeonggyu Kim; Taejung Kim; Joongbin Lim; Kyoung-Min Kim

12. Remote Sensing Image Forgery Detection using Modified U-Net ACRS22_72
Himali Patil; Sangita Chaudhari; Vaibhav Narawade

13. STRUCTURAL FEATURE STUDY OF KHALZAN-TSAKHIR REE BEARING ORE ZONE USING OPTICAL AND MICROWAVE REMOTE SENSING ACRS22_76
S.Jargalan; D.Khashbat; D.Amarsaikhan; B.Tamir; B.Enkhjargal; N.Bolorchimeg; S.Oyungerel; S.Kundys; B.Bolor-Erdene; E.Nyamjargal; G.Adyaochir; G.Tsogzol

14. ASSESSING THE EFFECTIVENESS OF FLOOD CONTROL STRUCTURES IN LAS NIEVES, AGUSAN DEL NORTE USING UAS-GENERATED ELEVATION MODELS, LIDAR DTM AND FLOOD SIMULATION MODELS ACRS22_79
Kendel P. Bolanio; Arnaldo C. Gagula; Monalaine M. Bermoy; Aliza G. Odchigue; Gemart O. Manayon

15. AGE ESTIMATE OF AKAMURA MOUNDED TOMB GROUPE AND LOCATION ESTIMATE OF YAMATAI COUNTRY ACRS22_81
Susumu Ogawa

16. CONJUGATE TRAJECTORY AND ITS UNCERTAINTY OF FLAT-REFRACTIVE STEREO-PAIR IN MULTI-MEDIA ENVIRONMENT ACRS22_94
Szu-Han Wang; Jen-Jer Jaw

17. HD-Map assisted lane marking worn out detection from MMS data ACRS22_121
Chia Yu Lee; Chi Kuei Wang

18. A High Definition Map Assisted Pothole Detection Method for Mobile Laser System ACRS22_128
Yun-Chen Tiao; Chi-Kuei Wang

19. ANALYSIS ON THE THEORETICAL PRECISION AND EMPIRICAL ACCURACY OF UNDERWATER OBJECT-TO-IMAGE CORRESPONDENCE IN A FLAT-REFRACTIVE IMAGING SYSTEM ACRS22_145
Chun-Kai Wang; Jen-Jer Jaw

20. COMPARISON OF RANDOM FOREST AND CART METHODS FROM LANDSAT-8 IMAGERY IN MAPPING MACRO NUTRIENT CONTENT OF OIL PALM LEAVES IN NORTH SUMATRA PROVINCE, INDONESIA ACRS22_146
Dhimas Wiratmoko; T. Sabrina Djunita; Budiman Minasny; Zulkifli Nasution

21. Methodology of Hyperspectral Imaging from Non-areal, Multiple Point Scanning Measurements ACRS22_175
Garid Zorigoo; Yurino Ishida; Badamgarav Enkhbayar; Yukihiro Takahashi; Nobuyasu Naruse

22. Super-Resolution Generative Adversarial Network for Panchromatic Satellite Images of TeLEOS-1 ACRS22_176
Qin Zhao, Chenguang Hou, Kim Hwa Lim

23. Development status of TEMUULEL 1U CubeSat project ACRS22_184
Turtogtokh Tumenjargal, Begzsuren Tumendemberel, Otgonbaatar Myagmar, Altansukh Mainbayar, Suvdantsetseg Balt, Erdenebaatar Dashdondog

24. Land Use Land Cover Scene classification with Focal Loss optimization of Convolutional Networks using Sentinel -2 EuroSAT Dataset ACRS22_182
Neha Kumari, Sonajharia Minz