The 4th LISAT Symposium Program Book

The 4th International Symposium on LISAT Program Book The 4th International Symposium on LAPAN - IPB SATELLITE (LISAT) “Strengthening the Role of Environmental Satellites for Food Security and Environmental Monitoring Programs”October 9-11, 2017IPB International Convention CentreBogor, Indonesia

The 4th International Symposium on LISAT 2017Steering Committee:Organised by Vice-Rector of Research and Collaboration, IPB, Directorof the Directorate of Research and Innovation, IPB, Director ofEnvironmental Research Center, IPB, and Director of Center for SatelliteTechnology, LAPANScientific Committee:Yoshino Kunihiko (Univ. of Tsukuba, Japan), Murray Collins (University ofEdinburgh, UK), Budiman Minasmy (Sydney Univ., Australia), Robert Leben(Colorado Univ., USA), Oulavi Luukanen (Univ. of Helnsinki, Finland), YoshiakiHonda (CERES, Chiba, Japan), Yuji Murayama (Univ. of Tsukuba, Japan),Christopher Kleinn (Univ. of Gotingen, Germany), Nishida Kenlo Nasahara(JAXA, Japan), Akira Sato (Chiba Univ., Japan), Satoshi Uchida (JIRCAS, Japan),Keiji Kushida (Nihon University, Japan), Christopher Gomez (Canterbury, NewZealand), Nick Chappell (Lancaster University, UK), Stefano Vignudelli (CNR,Italy), Himlal Baral (CIFOR & Melbourne Univ. Australia), Satoshi Tsuyuki (TheUniv. Of Tokyo, Japan), Mui How Phua (Univ. Malaysia Sabah, Malaysia), KoheiArai (Saga Univ., Japan), Anas Miftah Fauzi (INDONESIA), Abdul Karim (LAPAN,INDONESIA), Iskandar Z. Siregar (INDONESIA), Lilik Budi Prasetyo (INDONESIA),I Nengah Surati Jaya (INDONESIA), Mahmud Arifin Raimadoya (INDONESIA), M.Buce Saleh (INDONESIA), Vincentius P. Siregar (INDONESIA), Jonson LumbanGaol (INDONESIA), Irzaman Husein (INDONESIA), Baba Barus (INDONESIA),Bisman Nababan (INDONESIA), Yeni Herdiyeni (INDONESIA), Hefni Effendi(INDONESIA), Yudi Setiawan (INDONESIA), Syartinilia (INDONESIA), Liyantono(INDONESIA), Kaswanto (INDONESIA), Wahyudi Hasbi (LAPAN, INDONESIA).Organizing Committee:Syartinilia, Prita Ayu Permatasari, Sri Malahayati Yusuf, Luluk Anisa, AtikSunariati, Arif Rahman Hakim, Arif Kurnia Wijayanto, Vina Nurul Husna, RiskaDwi Septiani, Luisa Febrina Amalo, Irza Arnita Nur, Suwandono, Abi RafdiPradana, Novie Nabilla, Enday Sundaina, Cici Nurfatimah, Risco Noverio Rafael,Eduwin Eko Franjaya, Nike Dyah Permata, Andri Suhendrik, Tri Permadi, RajaMohd Kris Setiawan, Nabilla Novi, Chyntia Agni, Suci Pradita Septiani.Secretariat:LISat Secretariat: 4th Floor Building, Centre for Environmental Research(PPLH), Bogor Agricultural University, Jl. Lingkar Akademik, Kampus IPBDarmaga, Bogor 16680, Jawa Barat, Indonesia, websitewww.pplh.ipb.ac.id; www.lisat.ipb.ac.id Program Book 2

The 4th International Symposium on LISAT 2017 FOREWORD As the Chairman of The 4th International Symposium on LAPAN-IPBSatellite for Food Security and Environmental Monitoring 2017 (LISAT-FSEM2017), I would like to welcome you to our first and annual/biannual symposiumwhich is being held on October (9-11) this year at IPB International ConventionCentre. We would like to thank to all keynote speakers and invited speakers forwilling to join this year symposium. We also want to thank to the committeewhich comprises of Research and Innovation Directorate of IPB, Centre forEnvironmental Research (PPLH) IPB, and the National Aeronautics and SpaceAgency (LAPAN) who have been working together to prepare this symposiumsince the very beginning. We are grateful to have Geospatial InformationAgency and PT. Leica Geosystem Indonesia as our sponshorship partners. The 4th LISAT international symposium theme encompasses to fourdomains (fields areas) which emphasized on application of satellite remotesensing data for supporting the food security and environmental monitoring asfollows: agriculture, marine and fisheries, environmental management, andsatellite technology and data processing. We have received the total of 170abstracts for both category of Oral and Poster Presentation, which come fromvarious scientist and students from 5 countries and 33 institutions. Theseabstracts have been reviewed by our committee and divided into two differentcategories based on oral or poster presentation; 70 abstracts for oralpresentations and 100 abstracts for poster presentation. In order to for these papers to publicly available, it will be published inIOP Conference Series: Earth and Environmental Science as we have alreadysigned the contract with IOP. Only 80 selected papers will be invited to publishin IOP Proceeding based on scientific committee review. The result from this symposium will provide useful information fromsatellite technology in order to support the government's programs for foodsecurity and environmental monitoring. Moreover, this symposium will bestrengthened the collaboration between multi-institutions and developed abetter atmosphere among the different research groups, either for basicresearch or technology developments. As concluding remarks, please enjoy the symposium, I am sure that allof us are going to enjoy this great symposium in terms of both its academic andsocial programmes. Kind Regards, Dr. Syartinilia Organizing Committee Program Book 3

The 4th International Symposium on LISAT 2017 Program Book 4

The 4th International Symposium on LISAT 2017 Content1. Foreword Dr. Syartinilia[3] Organizing Committee2. Preface Welcome Address: Rector of Bogor Agricultural University (IPB) Prof. Dr. Ir. Herry Suhardiyanto, M.Sc[19]3. Program [22]4. Invited Speaker Graduate Research Opportunities within LAPAN’s Micro-Satellite Program Dr. Robertus Heru Triharjanto[36] Big-data Platform for Agricultural Field Monitoring and Environmental Monitoring Prof. Kohei Arai[37] Remote Sensing for Coastal Habitat Mapping and Monitoring: What image can see? Dr. Muhammad Kamal[38] Importance of 3D Forest Structural Information for Forest Carbon Mapping and Monitoring on National/Sub-National Scale Assoc. Prof. Satoshi Tsuyuki[39] Filling a Critical Gap in Indonesia’s National Carbon Monitoring, Reporting, and Verification Capabilities: Quantifying and locating fire emissions from within tropical peat-swamp forests” Prof. Mark Cochrane[41] Remote Sensing for Supporting Roundtable on Sustainable Palm Oil Prof. Dr. Phua Mui How[43] Remote Sensing of the Marine Environment and Fisheries: Challenges and Opportunities in the tropical Indonesian Seas Dr. Jonson Lumban-Gaol[45]5. Abstracts AgricultureAGR 002 Selection of Vegetation Indices for Sugarcane Condition Mapping around WestAGR 003 Tugu oil and Gas Field, Oil and Gas Basin of North West Java, IndonesiaAGR 004 Tri Muji Susantoro et al.[48] An Algorithm Of Pattern Recognition For Near Real Time Rice Crops Monitoring Using Satellite Imagery Jailani et al.[48] Impact of ENSO in East Java Paddy Cropping Pattern Change Based on MODIS Imagery Alvin Fatikhunnada [49] Program Book 5

The 4th International Symposium on LISAT 2017AGR 005 Evaluation of el-niño impact to rice productivity in Indramayu RegencyAGR 006 based on APSIM-oryza outputAGR 007AGR 008 Anria et al[49]AGR 009 Soil physics distribution map in different scales based on Soil-landscapeAGR 011 Transfer Models in East Java (Malang, Lumajang, Jember and Banyuwangi)AGR 012 Baba Barus [50]AGR 013 Modelling landscape change in paddy fields using logistic regression and GISAGR 014AGR 015 Eduwin Eko Franjaya [50] Impact of Spatial Plan on The Conversion of Subak Rice Fields and foodAGR 016 security, in Badung and Gianyar regencies, Bali ProvinceAGR 017 Indayati Lanya et al.[51]AGR 018 Spatial Analysis to Determine Agricultural Land Use/Cover Changes in Indonesia: A Case Study of Karawang Suburban Areas of Jakarta Nadia Putri Utami [51] Integration of Logistic Regression and Multicriteria Land Evaluation to Simulation Establishment Of Sustainable Paddy Field Zone In Indramyu Regency, West Java Province, Indonesia Irmadi Nahib et al.[52] Mapping of Evaluation of land suitability for food crops in Bangli regency–Bali Made Sri Sumarniasih et al.[53] Productivity and Land Equivalent Ratio on the Different Dose of Potassium Fertilizer and Husk Ash in the Soybean-Corn Intercropping Under Saturated Soil Culture on Tidal Swamp Munif Ghulamahdi et al.[53] Evaluation of Urban Sprawl and Its Related Policy in South Tangerang City, Banten Khalid Saifullah et al. [54] GIS and Multicriteria Evaluation for Delineating Land Suitability And Land Availabilityfor Teak (Tectona Grandis L.F.) In Gunung Kidul Regency, Yogyakarta, Indonesia Widiatmaka et al. [54] The Sustainability Of Paddy Field Land Use In Subang Regency, West Java, As Analyzed Using Multi-Dimensional Scalling Approach Widiatmaka et al.[55] Using Remote Sensing And Land Capability Data For Evaluating Land Utilization And Official Land Use Planning In Indramayu Regency, West Java, Indonesia Wiwin Ambarwulan et al. [55] The Sustainability Of Land Utilizations For Paddy Field In Indramayu Regency, West Java, Indonesia Wiwin Ambarwulan et al.[56] Program Book 6

The 4th International Symposium on LISAT 2017Environmental MonitoringENV 001 Low-cost small unmanned aerial system to study biological control ofENV 002 water hyacinth - the world’s number one aquatic weedENV 004ENV 005 Keshav Dev Singh et al.[57]ENV 006 Measuring Environmental and Socio-Economic Deforestation by Using Geosiris Model at Kalimantan Island, IndonesiaENV 007ENV 008 Irmadi Nahib et al.[57]ENV 009 The Effect of Jatigede Dam Construction towards the Spatial Pattern ofENV 010 Total Suspended Solids in Waters Areas around Mouth of Cimanuk RiverENV 011ENV 012 Rosi Handayani Tri Hadi Sukarno et al.[58] Seasonal Variability of Diurnal Rainfall in Northern Coastal of West JavaENV 013ENV 014 Erma Yulihastin et al.[59]ENV 015 Land and water management practices as antidotes for adverse impacts ofENV 016 projected land use and climate changes: Case of Ndembera River watershed, Tanzania Canute. B. Hyandye[59] Cellular Automata - Markov Application to Predict Land Use Change Using Artificial Neural Network Method in Depok City at 2030 Rayond Hasudungan Martin[60] Distribution of Phytoplankton Using Remote Sensing in Cimandiri Estuary, Sukabumi, West Java Fikri Firdaus et al.[61] Identification of mangrove forest destruction in Belitung Nabila Dety Novia Utami et al.[61] Seagrass Distribution Using Remote Sensing at Ujunggenteng Coastal, Sukabumi Estia Ditriyani et al.[62] Dynamic Model of Forest Area on Flood Zone of Padang City, West Sumatra Province-Indonesia Indang Dewata et al.[62] The Phenomenon of the Indian Ocean Dipole (IOD) and its Influence on the Concentration of Chlorophyll-a in a Sea of the West Sumatra and South Java Marianto Yuda[63] The Modulation of Kelvin and Mixed Rossby Gravity Waves by the Quasi- Biennial Oscillation (QBO) in High-top CMIP5 Models Karina I. Solihah et al.[63] Impacts of Monsoon on Particulate Ocean Carbon Based On Satellite Measurement in Soutthern Java Sea Dadang Subarna et al.[64] Neighborhood Socio Economic Disadvantage Index’s Analysis of the Flood Disasters Area at East Jakarta in 1996 and 2016 Christina Ranti Ristiani [64] The Activity of Convectively Coupled Equatorial Wave in Tropical Tropopause Layer from High-Top CMIP5 Models Alia Harza et al.[65] Program Book 7

The 4th International Symposium on LISAT 2017ENV 017 Analysis and comparison of forest cover changes related to the oil palmENV 018 development in Sumatra and Kalimantan based on different data sources.ENV 019ENV 020 Suria Tarigan et al.[66]ENV 021 Dynamical Link of Peat Fires in South Sumatra and Climate Modes in The Indo-ENV 022 Pacific RegionENV 023 Raden Putra et al.[66]ENV 024 Estimation of Above-ground biomass with an application of Remote SensingENV 025 and Field Inventory Data of Buffer zone community forest in Central NepalENV 027ENV 028 Pandit Santa et al.[67]ENV 029 Assessment of forest degradation at tropical small island ecosystemsENV 030 using EVI of Landsat imagery and restoration practices by communityENV 031 Annisa Hasanah et al.[67] Peat swamp land cover classification for biomass mapping using Airborne Lidar Solichin Manuri et al.[68] Potential Threats to The Rhino’s Habitat in Pocket 3 West Kutai, East Kalimantan Abdul Mukti [69] Evaluation and Comparison of Hourly and Daily TRMM Precipitation Products with the Rain Gauge Data in the Sungai Baung District, South Sumatera Muhamad Nur et al.[69] Ocean Heat budget analysis on SST anomaly in Western Indian Ocean during strong-weak Asian Summer Monsoon Ibnu Fathrio et al. [70] Analysis of Landuse Change Influence Againt River Discharge change Using SWAT Model at Upstream Cisadane Watershed Mahmuda Avi Utamahadi et al.[70] Potential Change of Seagrass Extent and Biomass in Cockburn Sound, Western Australia Salira Vidyan et al.[71] Hazard Potentials Identification for Tourist Safety in Suwuk Beach Tourism Kebumen Region Central Java Inggita Nuri Prihantini [71] Hazard Risk Management at Karang Hawu Beach, Sukabumi Distric, West Java Sofia Ucu Utami et al.[72] Hazard Management in Parangtritis Beach, Bantul Regency, Special Region of Yogyakarta Veronica Anglisa Putri Nugroho et al.[72] GIS-based approach for quantifying landscape connectivity of Javan Hawk-Eagle habitat Cici Nurfatimah et al.[73]ENV 032 Carrying Capacity of Peucang Island for Ecotourism Development in Ujung Kulon National Park Kukuh Hadi Wiyono et al.[73] Program Book 8

The 4th International Symposium on LISAT 2017ENV 033 Spatial Distribution of Ozone over Indonesia (Study case: forest fire eventENV 034 2015)ENV 035ENV 036 Sri Muslimah et al.[74]ENV 037 Tourism hazard potentials in Mount Merapi: how to deal with the riskENV 038 Jadda Muthiah et al.[74]ENV 039 Extreme land cover change in the Merang Kepahyang peat forestENV 040 associated with the 2015/16 El Niño eventsENV 041ENV 042 Agus Dwi Saputra et al.[75]ENV 043 Reducing the risk of potential hazard in tourist activities of Mount BromoENV 044 Resti Meilani et al.[75] Analysis of Cumulonimbus (Cb) and Wind Related to The Rainfall AtENV 045 Gedebage, Bandung, West JavaENV 046 Sinta Berliana Sipayung et al.[76]ENV 047 The Utilisation of Silver and Shrimp-shell Waste for the Production ofENV 048 Silver Nanoparticles as Antimicrobial Agent (Vibrio cholerae, Clostridium acetobutylicum and Aspergillus niger) Fitria Maria Ulfha et al.[76] Spectral characteristics of burned area on peat and mineral soils from Landsat-8 imagery Suwarsono et al.[77] Evaluation of Cipinang River water quality status and its source of pollution Hefni Effendi et al.[77] Integration of water quality characteristic, land use, and land cover to determine Pesanggrahan River water quality status Sri Muslimah et al.[78] Determination of water quality status of Cisadane River based on watershed segmentation Hefni Effendi et al.[78] Species Interaction Factor (SIF) Spatial Variation of Javan Rhino (Rhinoceros sondaicus) and Banteng (Bos javanicus) in Ujung Kulon National Park Rois Mahmud et al.[79] The Difference of Characteristics of the Oceanic Mesoscale Convective Complexes (MCCs) and the Continental MCCs over Indonesian Maritime Continent Trismidianto et al.[80] Analysis of Areas and Density Mangrove Ecosystem Condition for Management of Marine Tourism Activity (Case Study at Southern and Southeast of Bali) Dewi Susiloningtyas et al.[80] The Impact of Land Use Change on Runoff Coefficient and Flood Discharge In North of Jakarta Using Remote Sensing Techniques Mifta Rangga Aditya et al.[81] Mesoscale Convective Complexes (MCCs) over the Indonesian Maritime Continent during the ENSO events Trismidianto et al.[81] Monitoring Urban Heat Profiles of Localized Urban Environment Program Book 9

The 4th International Symposium on LISAT 2017 Adi Wibowo et al.[82]ENV 049 Predicting drought propagation within peat layers using a threeENV 050ENV 051 dimensionally explicit voxel-based model Aryo Adhi Condro et al.[82]ENV 052ENV 053 Determining critical ground water level to prevent degraded peatlandENV 054ENV 055 from severe peat fire Erianto Indra Putra et al.[83]ENV 056ENV 057 Contribution of Land Use Changes to Heavy Rainfall in the Greater Jakarta:ENV 058ENV 059 17 January 2014 Event Danang Eko Nuryanto et al.[83]ENV 060ENV 061 Analysis the Climate Change Effects Into Rainfall Condition In SambasENV 062ENV 063 District, East Kalimantan Sinta Berliana Sipayung et al.[84]ENV 064 Distribution of Total Suspended Solid and Chlorophyll-a Concentration impacted by Reclamation in Jakarta Bay Herlambang D Setiawan et al.[84] Seasonal Variability of Convectively Coupled Equatorial Waves (CCEWs) in Recent High-top CMIP5 Models Dzaki Zakaria et al.[85] Assimilation of Observational Data with WRF 3DVAR and Its Impact on the Prediction of a Heavy Rainfall Event in Denpasar Nenden Wardani[86] Hazard Manajemen in Karang Hawu Beach, Sukabumi Distric, West Java Sofia Ucu Utami et al.[86] Utilization of Upper Air Data Assimilation to WRF Forecasts Richard Mahendra Putra[86] Spatial Conflict Of Mining Land Versus Plantation Land In Tolitoli District, Central Sulawesi Province Yatin Suwarno [87] Detection of Mesoscale Convective Complexes Using Multispectral RGB Technique of Himawari-8 (Case Study: Jakarta, 20 February 2017) Fatkhuroyan et al.[87] Assessment of the impact of climate change and land cover change on landslide in Tana Toraja District Muhammad Ardiansyah et al.[88] Spatial Model of Land Use Changes Related to Sediment Yield (Case Study: Ci Peles and Ci Lutung Watershed, West Java) Dian Wahyu Wulandari et al.[89] Identification and Delineation of Flood Hazard Areas with Spatial Modeling Using High-accuracy DEM Data in Karawang Regency Bambang Riadi et al.[89] Study of Convective Evolution and Rain Estimation Using Weather Radar Single Polarisation Clara Avila Dea Permata et al.[90] Morphodynamic of Pemali River Delta, Central Java, Indonesia: An Assesment Using Remote Sensing and GIS Eko Kusratmoko et al.[90] Program Book 10

The 4th International Symposium on LISAT 2017ENV 065 Comparison of GFS (Global Forecast System) Data and FNL (Final Analysis) Data for Identifying Tropical Cyclones Frances in Arafura Sea April 27th,ENV 066 2017ENV 067ENV 068 Ayu Vista Wulandari et al.[91]ENV 069 Green Space Development Priority Based on Distribution of Air PollutantsENV 070 and Surface Temperature in BogorENV 072 February Tsamaniyah Asharah Ramadhan et al.[91] Dynamics of Urban Heat Island and its Relation to the Role of VegetationENV 073 in Reducing the Air Temperature in JakartaENV 074ENV 075 Annisa Dyra Shamila et al. [92]ENV 076 Landuse Change Identification Using SPOT 6 for Food Security Analysis ofENV 077 Denpasar City, Bali Province, IndonesiaENV 078ENV 079 Niendyawati Supardan et al.[92]ENV 080 Analysis of Vegetation Changes In Cidanau Watershed, IndonesiaENV 081 Rahmi Nur Khairiah et al.[93] Measuring forest loss using remote sensing and managing “zero deforestation” in Gunung Palung National Park, West Kalimantan, Indonesia Nurul Ihsan Fawzi et al.[93] Hydrological Similarity Approach and Rainfall Satellite Utilization for Mini Hydro Power Dam Basic Design ( Case Study on The Ungauged Catchment at West Borneo, Indonesia) Wahyu Gendam Prakoso et al.[93] Estimation of Carbon Emission from Peatland Fires using Landsat-8 OLI Imagery in Siak District, Riau Province Dinda Aisyah Fadhillah Hafni et al.[94] The Impact Of Climate Change On Toba Lake Water Level Decline Hendri Irwandi et al.[95] Identification Sand Mining Area Using Optical And Sar Data Novie Indriasari et al.[95] Carbon Stock Prediction in North Sumatera Province Using Land Change Modeler Soraya Nurul Ichwani et al.[95] Study of Drought Dynamics in Lombok Island with Remote Sensing Approach using MODIS Satellite Imagery Andreas Vetra et al.[96] Impact Of Urban Heat Island On The Heavy Rain Event In The Urban Area: Case Study February 20, 2017 In Bandar Lampung Devi Fatmasari[96] Development of BMKG Wildfire Product Based on Himawari 8 Geostationary Satellite Data to Detect Land and Forest Fires in Indonesia Alpon Sepriando et al.[97] Landuse / Landcover Identification With Spot 6 Imagery Extraction Using Object Based Classification Method: Case Study Sentul City Bogor, Indonesia Asep Suheri et al.[97] The effect of land cover change to the biomass value in the forest area of west java province Program Book 11

The 4th International Symposium on LISAT 2017ENV 082 Mulia Inda Rahayu et al.[98]ENV 083 Identifying the driving forces of urban expansion and its environmentalENV 084 impact in Jakarta-Bandung Mega Urban RegionENV 085ENV 086 Andrea Emma Pravitasari et al.[98]ENV 087 Analysis Of Critical Land Effect In Bengawan Solo Watershed To TheENV 088 Sedimentation In Gajah Mungkur ReservoirENV 089 Abdi Sukmono et al.[99] GIS-based Logistic Regression for Landslide Susceptibility Mapping in Takengon Area, Aceh, Indonesia Pamela et al.[99] Influence of cold surge and the MJO on heavy rainfall over Indonesia during East Asian winter monsoon Ray Restu Fauzi et al.[100] Influence of La Niña and La Niña Modoki on Indonesia Rainfall Variability Rahmat Hidayat et al.[100] Fine-Tuning Satellite-Based Rainfall Estimates Hastuadi Harsa et al.[101] Above-ground biomass and Carbon Stock of Ciletuh Mangrove Forest, West Java, Indonesia Cecep Kusmana et al.[101] Fluxes Of Heat And Mass From Oil Palm Plantation In Jambi Indonesia As Influenced By Turbulence And Atmospheric Stability Tania June et al.[102]Marine and FisheriesMAR 002 A Remote Sensing System for Fishery Household (FH) Database and Cultivation Areas in Indramayu Regency to Develop Shrimp And Milkfish Farming Rita Rostika et al.[103]MAR 003 Distribution and diversity of seaweed in the Maspari Island waters, South Sumatera Rozirwan et al.[103]MAR 004 Spatial Pattern of Chlorophyll-a Concentration in the Waters around Cimanuk Estuary Farrah Intansari et al. [104]MAR 005 Cultivation of Seaweed Gracilaria sp Using Vertikultur Methods in Coast of Kalagian Island Lampung Muhammad Hendri et al.[104]MAR 006 Observing and Mapping Marine Mammal Population by using Small Vertical Take-off and Landing (VTOL) Unmanned Aerial System Beginer Subhan et al.[105]MAR 007 Variety Fatty Acid Content of Nannochloropsis oculata Setya Indra Padma Putri et al.[105]MAR 008 Effects of Oceanographic Factors on Spatial Distribution of Whale Shark in Cendrawasih Bay National Park, West Papua Maulida Ranintyari et al.[106]MAR 009 Zn and Cu Biosorption by Nannochloropsis oculata Program Book 12

The 4th International Symposium on LISAT 2017 Herlina Adelina Meria Uli Sagala et al.[107]MAR 010 Potential fishing zone for Pacific saury (Cololabis saira): present and future conditions Achmad Fachruddin Syah et al.[107]MAR 011 Phytoplankton Community in Ebony Lake, Pantai Indah Kapuk, North Jakarta Niken Tunjung Murti Pratiwi et al.[107]MAR 012 Variability Net Primery Productivity in Indian Ocean the Western Part of Sumatera T. Ersti Yulika Sari et al.[108]MAR 013 Variability of Surface Chlorophyll-a Distribution in the Northwestern Coast of Sumatra revelaed by MODIS Qurnia Wulan Sari et al.[108]MAR 014 Spatial and temporal distribution of catch per unit effort yellowfin tuna (Thunnus albacares) by using free and open source geographical information system Romie Jhonnerie et al.[109]MAR 015 The effect of Water Column Correction for Mapping Shallow Water Habitats in North Kepulauan Seribu Vincentius Paulus Siregar et al.[109]MAR 016 Water Mass Characteristic in the Outflow Region of the Indonesian Throughflow during and post 2016 Negative Indian Ocean Dipole Event Ahmad Bayhaqi et al.[110]MAR 017 Effects of La Nina on Coral Reef of the Eastern Indonesia Waters: Case Study December 2016 Devi Fatmasari et al.[111]MAR 018 Telemetry and Instrumentation System for Water Depth Survey Using Mini-Boat Arga Iman Malakani et al.[111]MAR 019 Response of Near Surface Currents in the Indian Ocean to the Anomalous Condition in 2015 Putri Adia Utari et al.[112]MAR 020 Utilization of Remote Sensing in Determining Potential Location for Seaweed Cultivation Based on Oceanography Parameter in Northern Coastal of Cirebon Leonardus Arya Adiputra et al.[112]MAR 021 Future Climate Change Responses on Sea-Surface Temperature and Precipitation in the Tropical Region Based on CMIP5 Performances Yopi Ilhamsyah et al.[113]MAR 022 Spatial Distribution of Marine Plankton around Manokwari, West Papua Province, Indonesia Inna Puspa Ayu et al.[114]MAR 023 Ground Surface Inundation Extent by Landsat 8 OLI and SRTM: Case Study due to Extreme Sea Level Rise in the Early June 2016 in North Jakarta Asmadin et al.[114]MAR 024 Plankton Biodiversity in Four Lagoons of Pari Island Aliati Iswantari et al.[115] Program Book 13

The 4th International Symposium on LISAT 2017MAR 025 Analyzing of Pearson Correlation and Hypothesis Testing Between Rainfall and Sea Surafec Temperature in Maritime Meteorological Station of Kendari 2005 - 2014 Rizka Erwin Lestari [115]MAR 026 Analyzing of Pearson Correlation and Hypothesis Testing Between Rainfall and Sea Surafec Temperature in Maritime Meteorological Station of Kendari 2005 - 2014 Rizka Erwin Lestari [116]MAR 027 Study of Coastal Vurnerability in Bangka Barat, Bangka Belitung Island Shendy Aditya [116]MAR 028 Application of Geographic Information Systems (GIS) for mapping the Potential of Fisheries in The Sunda Strait Surya Gentha Akmal et al.[117]MAR 029 Diversity, distribution, and carapace width-weight relationships of dorippid crabs (Brachyura: Dorippidae) in East of Lampung Zairion et al.[117]MAR 031 Distribution of invasive species (freshwater crayfish, Cherax quadricarinatus) in Bogor and a comparison of morphological characters from several locations in Indonesia Ali Mashar et al.[118]MAR 032 Spatial and Temporal Dynamics of Purpel Spotted Bigeye (Priacanthus tayenus) in the Waters of Sunda Strait Surya Gentha Akmal et al. [119]MAR 033 Identification Iron in shrimp pond surface water Mahakam Delta using UAV Yunianto Setiawan et al. [119]MAR 034 Abundant, distribution, and catch of Scylla seratta in Bulungan District, North Kalimantan, Indonesia Bambang Widigdo et al.[120]MAR 035 The Dynamic of Sea Surface Height and Geotropic Current in Relation to Upwelling and Downwelling Event in Banda Sea Rizka Erwin Lestari et al.[120]MAR 036 Identification of Potential Fishing Zone (PFZ) Using Carbon-based Production Model (CbPM) Method in South Waters of Nusa Tenggara Based on Satellite Data Devi Fatmasari et al.[121]MAR 037 Identification and Retracking Waveform of Jason-2 Altimeter Satellite Data in Indonesian Waters Bisman Nababan et al.[121]Satellite Technology and Data ProcessingSAT 001 Data processing Indonesia CORS, for local weather forecastSAT 002 Syachrul Arief et al[123] Application of Global Navigation Satellite System (GNSS) of 2016 data aquisition for Fault Opak Monitoring Network in DIY Province Aris Sunantyo et al.[123] Program Book 14

The 4th International Symposium on LISAT 2017SAT 003 Application of Rain Scanner SANTANU and Transportable Weather Radar in Analyze Mesoscale Convective System (MCS) events overSAT 004 Bandung, West JavaSAT 005SAT 006 Ginaldi Ari Nugroho et al.[124]SAT 007 Design and Implementation of Effective Electrical Power System for SuryaSAT 009 Satellite-1SAT 010SAT 011 Afiq Herdika Sulistya et al.[124]SAT 012 Band Co-registration Distortion Modeling of LAPAN-A3 MultispectralSAT 013 Imager Based on Satellite AttitudeSAT 014 Patria Rachman Hakim et al. [125]SAT 015 On-orbit Performance of LAPAN's Experimental Star Sensor on LAPAN- A3/LAPAN-IPB MicrosatelliteSAT 016SAT 017 Muhammad Arif Saifudin et al.[125]SAT 018 Optimization of LAPAN-A3 Multispectral Image Acquisition in Real-timeSAT 019 Mode Scenario Patria Rachman Hakim et al.[127] Momentum Biased Performance of LAPAN-A3/IPB Satellite for Mulitspectral Pushbroom Imager Operation Satriya Utama et al. [127] High Resolution Imager Experiment with Custom Lens Design for LAPAN- A4 Satellite Elvira Rachim [127] Requirement and Design Structure for Surya Satellite -1 Hery Steven et al. [127] An Application of Spectral Technique Analysis in Investigating the Anomalous Change in the QBO in 2011-2017, especially at 50 hPa Layer Eddy Hermawan [128] Doppler Centroid Estimation in Spotlight SAR based on Simulation of Satellite Attitude Harry Septanto et al.[128] Study of 3d Bathymetry Modeling Using Lapan Surveillance Unmanned Aerial Vehicle 02 (Lsu-02) Data with Stereomapping Technique, Pacitan, East Java Nurwita Mustikasari et al.[129] Comparison Spatial Pattern of Land Surface Temperature with Mono Window Algorithm and Split Window Algorithm: A Case Study in South Tangerang, Indonesia Tasya Bunai et al.[129] Evaluation of MJO Prediction Model between Statistical and Empirical Method Ida Pramuwardani et al.[129] Experimental Test for Receiving X-Band Data Lapan-A3 Satellite With 5.4m Antenna Diameter Sonny Dwi Harsono et al.[130] Preflight Radiometric Model of Linear Imager on LAPAN-IPB Satellite A Hadi Syafrudin et al.[130] Barium Strontium Titanate Thin Film Growth with Variation of Lanthanum Dopant Compatibility as Sensor Prototype in the Satellite Technology Program Book 15

The 4th International Symposium on LISAT 2017SAT 020 Mulyadi et al.[131]SAT 021SAT 022 Contribution of Beidou Satellitte System for Long Baseline GNSSSAT 023SAT 024 MEASUREMENT in IndonesiaSAT 026 Irwan Gumilar et al.[131]SAT 027 Comparison and assessment of haze removal method for digitalSAT 028 camera images of LAPAN A2 satelliteSAT 029 Agung Wahyudiono[132] Bias correction of daily satellite precipitation data using genetic algorithm Angga Wahyu Pratama et al. [132] Development of Nanosatellite Technology with APRS Module for Disaster Mitigation Setra Yoman Prahyang et al.[133] Sensing of the atmospheric variation using low cost GNSS receiver Brian Bramanto et al.[133] Comparison of Generalized Linear Model and Maximum Entropy in predicting the spread of invasive species Acacia nilotica (case study: Baluran National Park) Sahid Agustian Hudjimartsu et al.[133] Integrated Ground Station Network for LAPAN\'s satellite operations support Agung Wahyudiono [134] Simple Algorithm for Land Cover Classification Using Optical- biophysical relationships of vegetation spectral: preliminary result Yudi Setiawan et al.[134] An evaluation of the use of LAPAN A3/IPB spectral features to identify agricultural land use types in Java, Indonesia Yudi Setiawan et al.[135] Program Book 16

The 4th International Symposium on LISAT 20176. Map of IPB International Conference Centre (IICC) Botani Square Building 1st floor JL.Padjajaran Raya Bogor Program Book 17

The 4th International Symposium on LISAT 2017 WELCOME ADDRESS & KEYNOTE SPEECH Program Book 18

The 4th International Symposium on LISAT 20171. Welcome Address: Rector of Bogor Agricultural University (IPB) On behalf of Bogor Agricultural University (IPB), it is my pleasure to present this collection of abstracts of plenary and parallel sessions including oral and poster presentation which constitute the second international symposium of LAPAN-IPB Satellite which shortened as LISAT. These 170 abstracts represent the result from many studies from various scientists and students in the field areas of agriculture, marine and fisheries, forestry, climate, and satellite technology. We thank to the Research and innovation Directorate of IPB and Centre for Environmental Research (PPLH-IPB) who has been working hardly to organize this symposium since the beginning. In its strategic plan 2014-2018, IPB as one of leading universities in Indonesia that focus on agricultural science and technology committed to become an international university in terms of human resource development and science and technology advancement particularly in the fields of agriculture. This includes tropical agriculture, agribusiness, agro-industry and agro-services. However, as the time goes by, IPB has also improved in the field sciences of marine and fisheries, livestock, as well as forestry, climate, and many more. In accordance with this vision, the Research Master Plan (RIP) developed by IPB authorities is mainstreaming the food security sector with an outline research mainly on improving the production and productivity of rice, rice supply security, non-rice food crops, horticulture, plantation, as well as fish farm and livestock for food. Moreover, this master plan highlights in the improvement of food quality and food diversification in order to prevent and fight the multiple nutritional problems, while supporting climate change mitigation and adaptation for food security. In order to implement this RIP, IPB has been collaborated with various public and private agencies. One of the partnership programs is the cooperation between IPB and the National Aeronautics and Space Agency (LAPAN) that has been initiated since 2010. This alliance is developed to carry out satellite technology construction and development in order to support food security and environmental monitoring programs especially in Indonesia. Accordingly, this Satellite partnership is named as LAPAN-IPB Satellite or LISAT. Program Book 19

The 4th International Symposium on LISAT 2017 The satellite of LISAT is developed by LAPAN and IPB. This is basedon the ability of LAPAN that has the knowledge and skills to design andconstruct the satellites independently, whilst the IPB has the ability in theprocessing and utilizing the remote sensing data from the satellite. Wehave a great expectation that this cooperation appears as essential partin order to support the national food security programs through thesatellite technology development and the utilization of its remote sensingdata. As the early stage, LISAT satellite will be utilized to providesatellite information related to seasonal agricultural land monitoringparticularly for rice production, which is focused on the acquisition ofinformation from various phases of rice growth and to estimate theextent of harvested crops or to predict the best of planting season.However, this satellite is developed not only for agriculture purposes, butalso for marine and fisheries, forestry and climate as it stated in IPBStrategic Plan 2014-2018. It is our great honour that this collaboration between twoscientific institutions (LAPAN-IPB) will improve the research ideas andactivities in remote sensing applications in various fields and areasthroughout Indonesia. This activity as predicted will encourage, inspire,explore and expand the knowledge and interest of many scientist andstudents in a broad array of topics in remote sensing. Bogor, October 2017 Prof. Dr. Ir. Herry Suhardiyanto, M.Sc Rector of IPB Program Book 20

The 4th International Symposium on LISAT 2017 Program Book 21

The 4th International Symposium on LISAT 2017 PROGRAM Program Book 22

The 4th International Symposium on LISAT 2017October 9th, 2017 Ballroom Room A Room B Room E Room F08:00-08:30 Registration08:30-09:00 Coffee Morning09:00-09:10 Organizing Committee Report09:10-09:25 Opening Ceremony (Rector of Bogor Agricultural University)09:25-09:40 Keynote Speech 1 (Dr. Rika Andrianti/LAPAN)09:40-09:55 Keynote Speech 2 (Dr. Nurwadjedi/BIG)09:55-10:00 Group PhotoSession Plenary Session (Moderator: Prof. Lilik Budi Prasetyo)10:00-10:20 Dr. Robertus Heru Triharjanto10:20-10:40 Prof. Kohei Arai10:40-11:00 Dr. Muhammad Kamal11:00-12:00 Discussion12:00-13:00 Lunch13:00-14:00 Poster Session Parallel Session ENV-MO1 ENV-MO2 SAT-MO3 MAR-MO4 AGR-MO514:30-14:45 ENV017 ENV005 SAT002 MAR006 AGR00214:45-15:00 ENV019 ENV033 SAT004 MAR008 AGR00315:00-15:15 ENV024 ENV036 SAT005 MAR010 AGR00515:15-15:30 SAT012 ENV016 SAT006 MAR014 AGR00615:30-15:45 ENV009 ENV008 SAT009 MAR015 AGR00715:45-16:00 ENV010 ENV004 SAT024 MAR019 AGR00816:00-16:15 MAR017 AGR01216:15-16:30 MAR018 AGR014October 10th, 2017 Ballroom Room A Room B Room E Room F08:00-08:30 Registration08:30-09:00 Coffee Morning09:00-09:15 Keynote Speech 3 (Prof. Lilik Budi Prasetyo/IPB) Plenary Session (Moderator: Prof. I Nengah Suratijaya)09:15-09:35 Assoc. Prof. Satoshi Tsuyuki09:35-09:55 Prof. Mark Cochrane09:55-10:15 Prof. Mui How10:15-10:35 Phua Dr. Jonson Lumban Gaol Program Book 23

The 4th International Symposium on LISAT 201710:35-11:35 Discussion Lunch11:35-12:3012:30-13:30 Poster Session Parallel Session I14:00-14:15 ENV-TU1 ENV-TU2 ENV-TU3 SAT-TU4 MAR-TU514:15-14:30 ENV027 SAT013 MAR01614:30-14:45 ENV029 ENV048 ENV079 SAT015 MAR02114:45-15:00 ENV030 SAT016 MAR02315:00-15:15 ENV031 ENV049 ENV080 SAT020 MAR02615:15-15:30 ENV032 SAT022 MAR03315:30-15:45 ENV034 ENV050 ENV082 SAT023 MAR03615:45-16:45 MAR037 ENV052 ENV086 ENV065 ENV089 ENV072 ENV081 Closing CeremonyPoster Session Poster Session, Monday October 9, 20171 SAT001 11 ENV015 21 ENV039 31 MAR011 41 AGR0042 SAT003 12 ENV018 22 ENV040 32 MAR012 42 AGR0093 SAT007 13 ENV020 23 ENV041 33 MAR013 43 AGR0114 SAT010 14 ENV022 24 ENV042 34 MAR020 44 AGR0155 SAT011 15 ENV023 25 ENV043 35 MAR022 45 AGR0166 ENV002 16 ENV025 26 MAR002 36 MAR028 46 ENV0887 ENV011 17 ENV028 27 MAR004 37 MAR029 478 ENV012 18 ENV033 28 MAR005 38 MAR031 489 ENV013 19 ENV044 29 MAR007 39 MAR032 4910 ENV014 20 ENV038 30 MAR009 40 MAR034 50 Poster Session, Tuesday October 10, 20171 SAT014 11 ENV045 21 ENV059 31 ENV070 41 ENV0872 SAT017 12 ENV046 22 ENV060 32 ENV073 42 AGR0173 SAT018 13 ENV047 23 ENV061 33 ENV074 43 AGR0184 SAT019 14 ENV051 24 ENV062 34 ENV075 44 MAR0245 SAT021 15 ENV053 25 ENV063 35 ENV076 45 MAR0256 SAT025 16 ENV054 26 ENV064 36 ENV077 46 MAR0277 SAT026 17 ENV055 27 ENV066 37 ENV078 478 SAT027 18 ENV056 28 ENV067 38 ENV083 489 ENV035 19 ENV057 29 ENV068 39 ENV084 4910 ENV021 20 ENV058 30 ENV069 40 ENV085 50 Program Book 24

The 4th International Symposium on LISAT 2017Location of Poster Session5 6 15 16 25 26 35 36 45 464 7 14 17 24 27 34 37 44 473 8 13 18 23 28 33 38 43 482 9 12 19 22 29 32 39 42 491 10 11 20 21 30 31 40 41 50Poster Session Important Rules: 1. Each presenter should display the poster based on the schedule and illustration above 2. Please standby on each poster during poster session, if not, we will not considered the abstract ID to be published in IOP proceeding.Program Book 25

The 4th International Symposium on LISAT 2017 PROGRAM 08.00 - 12.00October 9 (MON), 2017 BALLROOM 108.00 – 08.30 Registration08.30 – 09.00 Coffee Morning09.00 – 09.10 Organizing Committee Report Dr. Syartinilia Organizing Committee09.10 – 09.25 Opening Ceremony Prof. Dr. Herry Suhardiyanto, M.Sc. Rector of IPB09.25 – 09.40 Keynote Speech Dr. Rika Andrianti Deputy Aeronautics and Space Technology of LAPAN09.40 – 09.55 Keynote Speech Dr. Nurwadjedi Deputy Thematic Geospatial Informatio Division of BIG09.55 – 10.00 LISAT Launching Movie and Group Photo Session10.00 – 12.00 Plenary Session (20 min/each)10.00 Graduate Research Opportunities within LAPAN’s Micro-Satellite Program Dr. Robertus Heru Triharjanto Senior Researcher of LAPAN, INDONESIA10.20 Big-data Platform for Agricultural Field Monitoring and Environmental Monitoring Prof. Kohei Arai Professor, Saga University, JAPAN10.40 Remote Sensing for Coastal Habitat Mapping and Monitoring: What image can see? Dr. Muhammad Kamal Geographic Information Science, Faculty of Geography, Gadjah Mada Univresity, INDONESIA11.00 Discussion Moderator: Prof. Lilik Budi Prasetyo Faculty of Forestry, Bogor Agricultural University, INDONESIA12.00 – 13.00 Lunch Break Program Book 26

The 4th International Symposium on LISAT 2017October 9 (MON), 2017 13.00 - 16.30 BALLROOM 113.00 – 14.00 Poster Session[Schedule can be seen on page 24]14.30 – 16.00 Parallel Session (15 min/each) Parallel Code: ENV-MO1(Moderator: Dr. Yudi Setiawan)14.30 Analysis and comparison of forest cover changes related to the oil palm development in Sumatra and Kalimantan based on different data sources Suria Tarigan14.45 Estimation of Above-ground biomass with an application of Remote Sensing and Field Inventory Data of Buffer zone community forest in Central Nepal Pandit Santa15.00 Ocean Heat budget analysis on SST anomaly in Western Indian Ocean during strong-weak Asian summer monsoon Ibnu Fathrio15.15 An Application of Spectral Technique Analysis in Investigating the Anomalous Change in the QBO in 2011-2017, especially at 50 hPa Layer Eddy Hermawan15.30 Cellular Automata - Markov Application to Predict Land Use Change Using Artificial Neural Network Method in Depok City at 2030 Rayond Hasudungan Martin15.45 Seagrass Distribution Using Remote Sensing at Ujunggenteng Coastal, Sukabumi Estia Ditriyani ROOM A14.30 – 16.00 Parallel Session (15 min/each) Parallel Code: ENV-MO2(Moderator: Prof. I Nengah Suratijaya)14.30 Seasonal Variability of Diurnal Rainfall in Northern Coastal of West Java14.45 Erma Yulihastin15.00 Spatial Distribution of Ozone over Indonesia (Study case: forest fire event 2015) Sri Muslimah Reducing the risk of potential hazard in tourist activities of Mount Bromo Program Book 27

The 4th International Symposium on LISAT 201715.15 Resti Meilani15.3015.45 The Activity of Convectively Coupled Equatorial Wave in Tropical Tropopause Layer from High-Top CMIP5 Models Alia Harza Distribution of Phytoplankton Using Remote Sensing in Cimandiri Estuary, Sukabumi, West Java Fikri Firdaus The Effect of Jatigede Dam Construction towards the Spatial Pattern of Total Suspended Solids in Waters Areas around Mouth of Cimanuk River Rosi Handayani Tri Hadi Sukarno ROOM B14.30 – 16.00 Parallel Session (15 min/each) Parallel Code: SAT-MO3(Moderator: Dr. Irzaman)14.30 Application of Global Navigation Satellite System (GNSS) of 2016 data14.45 aquisition for Fault Opak Monitoring Network in DIY Province15.0015.15 Aris Sunantyo15.30 Design and Implementation of Effective Electrical Power System for15.45 Surya Satellite-1 Afiq Herdika Sulistya Band Co-registration Distortion Modeling of LAPAN-A3 Multispectral Imager Based on Satellite Attitude Patria Rachman Hakim On-orbit Performance of LAPAN's Experimental Star Sensor on LAPAN- A3/LAPAN-IPB Microsatellite Muhammad Arif Saifudin Momentum Biased Performance of LAPAN-A3/IPB Satellite for Mulitspectral Pushbroom Imager Operation Satriya Utama Sensing of the atmospheric variation using low cost GNSS receiver Brian Bramanto ROOM E14.30 – 16.15 Parallel Session (15 min/each) Parallel Code: MAR-MO4(Moderator: Dr. Jonson Lumban-Gaol)14.30 Observing and Mapping Marine Mammal Population by using Small14.45 Vertical Take-off and Landing (VTOL) Unmanned Aerial System Beginer Subhan Effects of Oceanographic Factors on Spatial Distribution of Whale Shark in Cendrawasih Bay National Park, West Papua Maulida Ranintyari Program Book 28

The 4th International Symposium on LISAT 201715.00 Potential fishing zone for Pacific saury (Cololabis saira): present and15.15 future conditions15.30 Achmad Fachruddin Syah15.45 Spatial and temporal distribution of catch per unit effort yellowfin tuna16.00 (Thunnus albacares) by using free and open source geographical16.15 information system Romie Jhonnerie The effect of Water Column Correction for Mapping Shallow Water Habitats in North Kepulauan Seribu Vincentius Paulus Siregar Response of Near Surface Currents in the Indian Ocean to the Anomalous Condition in 2015 Putri Adia Utari Effects of La Nina on Coral Reef of the Eastern Indonesia Waters: Case Study December 2016 Devi Fatmasari Telemetry and Instrumentation System for Water Depth Survey Using Mini-Boat Arga Iman Malakani ROOM F14.30 – 16.30 Parallel Session (15 min/each) Parallel Code: AGR-MO5(Moderator: Dr. Liyantono)14.30 Selection of Vegetation Indices for Sugarcane Condition Mapping around West Tugu oil and Gas Field, Oil and Gas Basin of North West Java,14.45 Indonesia15.0015.15 Tri Muji Susantoro An Algorithm of Pattern Recognition for Near Real Time Rice Crops15.30 Monitoring Using Satellite Imagery15.45 Jailani Evaluation of el-niño impact to rice productivity in Indramayu Regency based on APSIM-oryza output Anria Soil physics distribution map in different scales based on Soil-landscape Transfer Models in East Java (Malang, Lumajang, Jember and Banyuwangi) Baba Barus Modelling landscape change in paddy fields using logistic regression and GIS Eduwin Eko Franjaya Impact of Spatial Plan on The Conversion of Subak Rice Fields and food security, in Badung and Gianyar regencies, Bali Province Indayati Lanya Program Book 29

The 4th International Symposium on LISAT 201715.45 Mapping of Evaluation of land suitability for food crops in Bangli15.45 regency–Bali Made Sri Sumarniasih Evaluation of Urban Sprawl and Its Related Policy in South Tangerang City, Banten Khalid SaifullahOctober 10 (TUE), 2017 08.00 - 11.00 BALLROOM 108.00 – 08.30 Registration08.30 – 09.00 Coffee Morning09.00 – 09.40 Keynote Speech Prof. Lilik Budi Prasetyo Faculty of Forestry, Bogor Agricultural University, INDONESIA09.15 – 11.35 Plenary Session (20 min/each)09.15 Importance of 3D Forest Structural Information for Forest Carbon Mapping and Monitoring on National/Sub-National Scale Assoc. Prof. Satoshi Tsuyuki Associate Professor, The University of Tokyo, JAPAN09.35 Filling A Critical Gap in Indonesia’s National Carbon Monitoring, Reporting, And Verification Capabilities: Quantifying and Locating Fire Emissions From Within Tropical Peat-Swamp Forests Prof. Mark Cochrane Professor, University of Maryland Center for Environmental Science, USA09.55 Remote Sensing for Supporting Roundtable on Sustainable Palm Oil Prof. Mui How Phua Professor, Faculty of Science and Natural Resources, Universiti Malaysia Sabah (UMS)10.15 Remote Sensing of the Marine Environment and Fisheries: Challenges10.35 and Opportunities in the tropical Indonesian Seas Dr. Jonson Lumban Gaol Senior Lecturer, Faculty of Fisheries and Marine Science, Bogor Agricultural University, INDONESIA Discussion Moderator: Prof. I Nengah Suratijaya Faculty of Forestry, Bogor Agricultural University, INDONESIA Program Book 30

The 4th International Symposium on LISAT 201711.35 – 12.30 LunchOctober 10 (TUE), 2017 11.00 - 17.00 BALLROOM12.30 – 13.30 Poster Session[Schedule can be seen on page 24]14.00 – 15.30 Parallel Session (15 min/each) Parallel Code: ENV-TU1(Moderator: Dr. Syartinilia)14.00 Potential Change of Seagrass Extent and Biomass in Cockburn Sound, Western Australia Salira Vidyan14.15 Hazard Risk Management at Karang Hawu Beach, Sukabumi Distric, West Java Sofia Ucu Utami14.30 Hazard Management in Parangtritis Beach, Bantul Regency, Special Region of Yogyakarta Veronica Anglisa Putri Nugroho14.45 GIS-based approach for quantifying landscape connectivity of Javan Hawk-Eagle habitat Cici Nurfatimah15.00 Carrying Capacity of Peucang Island for Ecotourism Development in Ujung Kulon National Park Kukuh Hadi Wiyono15.15 Tourism hazard potentials in Mount Merapi: how to deal with the risk Jadda Muthiah ROOM A14.00 – 15.30 Parallel Session (15 min/each) Parallel Code: ENV-TU2(Moderator: Dr. Muh. Buce Saleh)14.00 Monitoring Urban Heat Profiles of Localized Urban Environment14.15 Adi Wibowo14.30 Predicting drought propagation within peat layers using a three dimensionally explicit voxel-based model Aryo Adhi Condro Determining critical ground water level to prevent degraded peatland from severe peat fire Erianto Indra Putra Program Book 31

The 4th International Symposium on LISAT 201714.45 Analysis The Climate Change Effects Into Rainfall Condition In Sambas15.00 District, East Kalimantan15.15 Sinta Berliana Sipayung Comparison of GFS (Global Forecast System) Data and FNL (Final Analysis) Data for Identifying Tropical Cyclones Frances in Arafura Sea April 27th, 2017 Ayu Vista Wulandari Hydrological Similarity Approach and Rainfall Satellite Utilization for Mini Hydro Power Dam Basic Design (Case Study on The Ungauged Catchment at West Borneo, Indonesia) Wahyu Gendam Prakoso ROOM B14.00 – 15.45 Parallel Session (15 min/each) Parallel Code: ENV-TU3(Moderator: Dr. Kaswanto)14.00 Development of BMKG Wildfire Product Based on Himawari 814.15 Geostationary Satellite Data to Detect Land and Forest Fires in Indonesia14.30 Alpon Sepriando14.45 Landuse / Landcover Identification With Spot 6 Imagery Extraction Using15.00 Object Based Classification Method: Case Study Sentul City Bogor, Indonesia Asep Suheri Identifying the driving forces of urban expansion and its environmental impact in Jakarta-Bandung Mega Urban Region Andrea Emma Pravitasari Influence of La Niña and La Niña Modoki on Indonesia Rainfall Variability Rahmat Hidayat Fluxes Of Heat And Mass From Oil Palm Plantation In Jambi Indonesia As Influenced By Turbulence And Atmospheric Stability Tania June15.10 The effect of land cover change to the biomass value in the forest area of west java province Mulia Inda Rahayu ROOM E14.00 – 15.45 Parallel Session (15 min/each) Parallel Code: SAT-TU4(Moderator: Dr. Yeni Herdiyeni)14.00 Doppler Centroid Estimation in Spotlight SAR based on Simulation of Satellite Attitude Harry Septanto Program Book 32

The 4th International Symposium on LISAT 201714.15 Comparison Spatial Pattern of Land Surface Temperature with Mono Window Algorithm and Split Window Algorithm: A Case Study in South14.30 Tangerang, Indonesia14.4515.00 Tasya Bunai15.15 Evaluation of MJO Prediction Model between Statistical and Empirical Method Ida Pramuwardani Contribution of Beidou Satellitte System for Long Baseline GNSS MEASUREMENT in Indonesia Irwan Gumilar Bias correction of daily satellite precipitation data using genetic algorithm Angga Wahyu Pratama Development of Nanosatellite Technology with APRS Module for Disaster Mitigation Setra Yoman Prahyang ROOM F14.00 – 15.45 Parallel Session (15 min/each) Parallel Code: MAR-TU5(Moderator: Prof. Vincentius P. Siregar)14.00 Water Mass Characteristic in the Outflow Region of the Indonesian14.15 Throughflow during and post 2016 Negative Indian Ocean Dipole Event14.3014.45 Ahmad Bayhaqi15.00 Future Climate Change Responses on Sea-Surface Temperature and15.15 Precipitation in the Tropical Region Based on CMIP5 Performances15.30 Yopi Ilhamsyah Ground Surface Inundation Extent by Landsat 8 OLI and SRTM: Case Study due to Extreme Sea Level Rise in the Early June 2016 in North Jakarta Asmadin Analyzing of Pearson Correlation and Hypothesis Testing Between Rainfall and Sea Surafec Temperature in Maritime Meteorological Station of Kendari 2005 - 2014 Rizka Erwin Lestari Identification Iron in shrimp pond surface water Mahakam Delta using UAV Yunianto Setiawan Identification of Potential Fishing Zone (PFZ) Using Carbon-based Production Model (CbPM) Method in South Waters of Nusa Tenggara Based on Satellite Data Devi Fatmasari Identification and Retracking Waveform of Jason-2 Altimeter Satellite Data in Indonesian Waters Bisman Nababan Program Book 33

The 4th International Symposium on LISAT 2017October 10 (TUE), 2017 15.45 - 16.45 BALLROOM 115.45 – 16.45 Closing Ceremony Award Ceremony for Best Paper and Poster Awards Closing Remarks Prof. Iskandar Z. Siregar Director of Directorate research and Innovation IPBProgram Book 34

The 4th International Symposium on LISAT 2017 INVITED SPEAKER Program Book 35

The 4th International Symposium on LISAT 2017 \"Graduate Research Opportunities within LAPAN’s Micro-Satellite Program\" Dr. Robertus Heru Triharjanto Senior Researcher, Satellite Technology Center, National Institute for Aeronautics & Space (LAPAN), Indonesia Profile: Robertus Heru Triharjanto holds a bachelor degree in Aerospace Engineering, North Carolina State University, USA and master degree in the same major in Texas A&M University, USA. He obtained a PhD on Aerospace Engineering in Bandung Institute of Technology. Previously he worked as a research assistant in Department of Aerospace Engineering, Texas A&M University for Nickel Titanium Alloy research project, and now he works inNational Institute for Aeronatics and Space (LAPAN).Research Interests:His research focuses on satellite development technology.Summary of the topic:Presenting the satellite program of LAPAN, i.e., the currently operating LAPAN-A2/ORARIand LAPAN-A3/IPB satellites, as well as LAPAN-A4 and LAPAN-A5/ChibaSat that currentlybeing developed. The objective is to introduce collaborative research opportunities inthe topics of electronic hardware and software development related to Earthobservation the satellite system. The talk will cover the technical publications done onsubjects in the last 3 years, to point out the key personnel on the research and introducetheir topics. Program Book 36

The 4th International Symposium on LISAT 2017 \"Big-data Platform for Agricultural Field Monitoring and Environmental Monitoring\" Prof. Kohei Arai Professor, Saga University Profile: Kohei Arai obtained his master degree on Electronics Engineering, Nihon University, Japan and doctor degree in Information Science in the same university. He had been working for Nihon Telephone and Telecommunication, University of Tokyo, Japanese Aeronautical Exploration Agency of Japan (JAXA) and Natural Science and Engineering Council of Canada as Post-Doctoral fellow, and Graduate School of the Nippon Bunri University. Now heworks as Professor in Saga University, adjunct Professor in University of Arizona (USA),Kurume National College of Technology, and Toyohashi University of Technology.Research Interests:His research focuses on Geoinformatics (GIS), Oceanography, Geodesy and Surveying.Summary of the topic:LAPAN-IPB Satellite: LISAT carries visible to near infrared radiometer and isapplicable to agricultural fields monitoring as well as environmental monitoring.Many agencies and organizations as well as enterprize companies in the world arecreating the platforms which allow data mining and applications for a variety ofpurposes by using the collected remote sensing satellite data, Big-Data. In my talk,such platforms are introduced followed by practical use of the visible to nearinfrared radiometer data for agricultural field monitoring (in particular, for tea fieldsand rice paddy fields). Then, forest environmental monitoring, disaster relief willalso be discussed in my talk. Program Book 37

The 4th International Symposium on LISAT 2017 \"Remote Sensing for Coastal Habitat Mapping and Monitoring: What image can see?\" Muhammad Kamal, MGIS, PhD. Lecturer, Department of Geographic Information Science, Faculty of Geography, Gadjah Mada Univresity, Indonesia Profile: Muhammad Kamal holds a bachelor degree in Geography, Gadjah Mada University, and followed by master degree in Geographic Information Science (MGIS), The University of Queensland (UQ), Australia. He obtained a PhD on remote sensing in the UQ, Australia. He also active in Center for Remote Sensing and Integrated Surveys (PUSPICS).Research Interests:His research focuses on remote sensing for coastal habitat mappingSummary of the topic:The islands of Indonesia are surrounded by coral reefs, seagrass and mangroves whichform the main habitat for various aquatic food sources (e.g. fish, shellfish, and algae).Monitoring and managing these coastal environments is essential to sustain them andtheir associated food resources. Accurate and up-to-date maps are required to definethe extent and condition of these habitats. This information is essential for baselineinventory of habitat and food stocks, and monitoring their change to supportmanagement strategies. Mapping and monitoring by field surveys provides accurate databut is time-consuming, high-cost, and at a highly localised scale. Remote sensing eitherfrom airborne or space-borne sensors provides an alternative and complementaryapproach, and has been used for mangroves and coral reefs mapping and monitoring formore than two decades with various degree of success. Selecting the most appropriateimage datasets to map a targeted attribute or answer a specific question in mangrovesand coral reef is a challenging task. The most common question raised is which remotesensing datasets are the best to map certain features, or what information could beobtained from a remote sensing dataset. For effective implementation of remote sensingdata for mapping and monitoring these coastal objects, it is important to understand thespatial and temporal hierarchical organisation of mangroves and coral reefs, fromlandscape level down to individual species. This hierarchy defines the relationshipbetween object of interest and pixel size which controls what feature(s) able to bedepicted from a single pixel on image. This relationship will serve as a guide for selectingthe most optimum image (i.e. pixel size) for mapping specific feature of mangroves andcoral reefs. Program Book 38

The 4th International Symposium on LISAT 2017\"Importance of 3D Forest Structural Information for Forest Carbon Mapping and Monitoring on National/Sub-National Scale\" Assoc. Prof. Satoshi Tsuyuki Associate Professor, The University of Tokyo Profile: Satoshi Tsuyuki obtained his PhD on Agriculture in The University of Tokyo, Japan. Previously, he holds a bachelor degree in Forestry, Faculty of Agriculture, the University of Tokyo, and master degree in the same major. He had been working as a lecturer in Utsunomiya University, Tokyo University of Agriculture and Technology, Nihon University, and Tokyo University of Agriculture. He also had been worked as a part-time researcher in ScienceCouncil of Japan.Research Interests:His research focuses on analysis on forest environment using geoinformatics.Summary of the topic:One of the big challenges in the REDD+ (Reducing Emissions from Deforestation andForest Degradation, Conservation of Forest Carbon Stocks, Sustainable Management ofForest, Enhancement of Forest Carbon Stocks in Developing Countries) implementationis the measurement of forest carbon stock in national / sub-national scale. There is nodoubt that satellite remote sensing imageries are the key informant sources, but thoseimageries alone cannot fill the role. Effective combination of remote sensing andground-based inventory (forest plot survey) of dominant forest types are to beconsidered. But conducting forest plot survey is time consuming and labor intensivethus costly, and sometimes impossible at the remote, steep and inaccessible place,although certain number of forest plots are necessary to use them as the ground truthof remote sensing data analysis to assure its statistical accuracy. To fill the gap betweensatellite and ground, advancement of LiDAR (Light detection and ranging) equipmentand recent emergence of SfM (Structure from motion) software will be the keytechnology.As the amount of forest carbon stock is highly correlated to the volume of the forest,information of tree (forest) height is necessary. Optical satellite remote sensingimageries cover large area and contain rich information of forest surface, but not forheight. At this moment, LiDAR technology is the only way to get ground elevation (DEM:digital elevation model) data and forest surface height (DSM: digital surface model)data at the same time from air or space. Applying SfM to digital aerial photographs(including photos taken by UAV), we can measure forest DSM, but we could not know Program Book 39

The 4th International Symposium on LISAT 2017tree (forest) height without DEM. In this sense, 3D structural information isindispensable for forest carbon mapping.In the presentation, the outcomes of the studies performed as part of the project\"Technology development for circulatory food production systems responsive toclimate change,\" which were supported by the Ministry of Agriculture, Forestry andFisheries, Japan, will be introduced. In our study, LiDAR data and photographs takensimultaneously by small-format digital camera were examined to estimate aboveground biomass (AGB) of tropical montane forest of Sabah, Malaysia. Also, forest treespecies diversity was estimated using LiDAR data. Our results revealed that AGBestimates by LiDAR data are enough accurate compared to forest plot survey, and evenaerial photographs combined with LiDAR DEM could obtain comparable AGB estimatesto LiDAR AGB estimates.The necessity and importance of ground-based inventory still exist. But our results willjustify the usage of LiDAR and digital aerial photographs to fill the gap between ground-based inventory and satellite remote sensing imageries, without increasing the numberof forest plots, for forest carbon mapping and monitoring on national/sub-nationalscale. Program Book 40

The 4th International Symposium on LISAT 2017 \"Filling A Critical Gap In Indonesia’s National Carbon Monitoring, Reporting, And Verification Capabilities: Quantifying And Locating Fire Emissions From Within Tropical Peat-Swamp Forests\" Prof. Mark Alan Cochrane Professor, University of Maryland Center for Environmental Science, USA Profile: Mark Alan Cochrane obtained his PhD on Ecology in The Pennsylvania State University. Previously, he holds a bachelor degree in Environmental Engineering Science, Massachusetts Institute of Technology. He had been working as a lecturer in Department of Natural Resources Management, South Dakota State University. He is still working as researcher in Instituto do Homem e Meio Ambiente na Amazonia (IMAZON) and Center for GlobalChange and Earth Observations (CGCEO) Michigan State University.Research Interests:His research focuses on analysis on land cover/use change.Summary of the topic:Indonesia ranks as the 3rd largest CO2eq emitting nation, largely due to episodicuncontrolled fires within drained peat-swamp forests. However, our recentunprecedented emission findings (Stockwell et al. 2016), gained in situ during theheight of the 2015 El Niño, have documented substantial differences between theactual regional peat fire emissions and existing IPCC emission factor-based estimates,indicating regional Indonesian carbon equivalent emissions (100 year) may have been19% less than currently believed. Beginning in 2014 with NASA funding, we set out to1) provide extensive field investigation of land cover, hydrologic, fuel and fire dynamicsin a 120,000 ha REDD+ project in Central Kalimantan; 2) Collect a new Lidar dataset tocomplement our existing 2007 and 2011 coverages; 3) Conduct ground breakingdetailed emissions field sampling of smoldering in-situ peat fires; and 4) Generate afully parameterized and validated annual emissions model for the study region insupport of its REDD+ project.We are now expanding our work to a national level to better advance Indonesia’sMonitoring, Reporting and Verification (MRV) capabilities for peatland carbon emissionsand support nationwide Reducing Emissions from Deforestation and Forest Degradation(REDD) efforts. We will implement our standardized field-based analyses of fuels,hydrology, peat burning characteristics and fire emissions, developed from our ongoingwork, to regionally parameterize our peatland emissions model for all of Indonesia’smajor peatland areas by including three new locations, Riau and Jambi (Sumatra) andWestern Papua (Papua), for inclusion within the Indonesian National Carbon Accounting Program Book 41

The 4th International Symposium on LISAT 2017System (INCAS). Remotely sensed land cover/change (Landsat) and surface fire ignitiontiming and locations (MODIS) provide spatial and temporal drivers for the modelledemissions that will now be validated/constrained at a national level using biomassburning emissions estimations derived from Visible/Infrared Imager and RadiometerSuite (VIIRS) on board the Suomi National Polar-orbiting Partnership (NPP) satellite andthe new Japanese Geostationary Meteorological Satellite (Himawari-8). We will conducton-site whole air sampling of natural peat smoke plumes in situ for precise measurementof non-reactive greenhouse gases, collect peat samples just in front of these active peatfires, and burn the samples in a laboratory setting while measuring aerosol mass andoptical properties and reactive gases. This will enable us to create comprehensive andpertinent emissions factors (EFs) for each study region that will be critically importantfor assessing health impacts and total global warming potential (GWP) of theseemissions. Program Book 42

The 4th International Symposium on LISAT 2017 \"Remote Sensing for Supporting Roundtable on Sustainable Palm Oil\" Prof. Dr. Phua Mui How Professor, Faculty of Science and Natural Resources, Universiti Malaysia Sabah (UMS) Profile: M. H. Phua obtained his PhD on forest science in The University of Tokyo, Japan. Previously, he holds a bachelor degree in University of Malaya (UMS), Malaysia and master degree in University of Tsukuba, Japan. He had been working as a lecturer in School of science & Technology, School of International Tropical Forestry for several programme in UMS, and a researcher in Graduate School of Agriculture and Life Sciences, The University of Tokyo, Japan. Now he works as Professor in Faculty of Science and Natural Resources, UMS.Research Interests:His research focuses on Deforestation and forest degradation, climate changemitigation and adaptation, spatial planning, remote sensing.Summary of the topic:Palm oil is a major food crop in the World and its rapid expansion has importantimplications for the global carbon cycle. Oil palm plantations stretch across more than16 million ha and continue to grow at an unprecedented rate in the expense of thenatural forests in the tropics. Tropical deforestation from forest-to-oil palm conversionis an important source of increasing greenhouse gas (GHG) emissions into theatmosphere in recent decades. In response to the urgent demand of global consumersfor sustainable palm oil, Roundtable on Sustainable Palm Oil (RSPO) was formed in 2004with the aim of promoting the growth and use of sustainable palm oil products throughreliable global standards and engagement of stakeholders.Recently, RSPO had launched “RSPO NEXT” as a voluntary initiative to include add-oncriteria into the existing Principles and Criteria for sustainable palm oil productionmainly to further the fight against deforestation and greenhouse gas emissions frompalm oil production. The climate change related criteria include “No Deforestation”,“No Planting on Peatland”, “No Fire” and “Reduction of GHG Emissions”. Criteria of “NoDeforestation” and “No Planting on Peatland” are implemented based on High CarbonStock Forest classification. Oil palm plantation are only allowed to develop on grasslandand bare land to avoid releasing large amount of GHG especially CO2 into theatmosphere. “No Fire” criterion addresses the habitual practice in the tropics thatclears land using fire during planting to release nutrients in the vegetation. These Program Book 43

The 4th International Symposium on LISAT 2017criteria can be implemented using post-classification comparison or spectral changedetection technique with multi temporal medium resolution satellite imageries.On the other hand, “reduction of greenhouse gas (GHG) emissions” needs a long termcommitment to monitor, manage and reduce GHG emissions across their entireoperations. As oil palms also sequester CO2, estimating aboveground biomass (AGB) orcarbon stock of oil palms can improve the estimation of the GHG emissions from oilpalm plantations. Area based satellite remote sensing approach can provide a firstorder estimate, individual palm based approach has an enormous potential inquantifying the spatial variability of AGB. We examined the use of high resolutionsatellite imagery to estimate above-ground biomass of individual oil palms in Sabah,Malaysia. Individual palm crowns can be delineated using watershed method as well asother segmentation methods, the key problem is the overlapping of fronds betweenneighbouring palms when their age reaches maturity. We introduced a correction ofdelineated crowns using an empirical model. This had significantly improved theestimate of AGB of oil palms.With increasing availability of high resolution satellite imageries, it can be combinedwith medium resolution satellite imageries to formulate an effective multi-stageremote sensing monitoring strategy in sustainable oil palm management. In addition,unmanned aerial systems can be used to further strengthen the strategy for supportingsustainable oil palm production. Program Book 44

The 4th International Symposium on LISAT 2017 \"Remote Sensing of the Marine Environment and Fisheries: Challenges and Opportunities in the tropical Indonesian Seas\" Dr. Jonson Lumban-Gaol Associate Professor, Department of Marine Science and Technology, Bogor Agricultural University, Indonesia Profile: Jonson Lumban-Gaol is currently working as an associate Professor at Department of Marine Science and Technology, Bogor Agricultural University, Indonesia. He completed bachelor degree in 1990 from Faculty of Fisheries, Bogor Agricultural University. He graduated for Master and Doctoral degree in 1998 and 2003 respectively at the Graduate School of Marine Technology Bogor Agricultural University, Indonesia majoring in AppliedMarine Remote Sensing. He did Postdoc at Colorado Center for Astrodynamics Research(CCAR), Colorado University, Boulder USA. Over 5 years’ experiences for collaboratingin joint research at international level such as Conservation International (CI), AsiaPacific Network for Global Research (APN) and Ministry of Environment of Japan. He isactive in professional organizations such as the Indonesian Society for Remote Sensing(MAPIN), Indonesian Association of Oceanology (ISOI), and Pan Ocean Remote SensingConference (PORSEC).Research Interests:His current research project involves in the study of Indonesian seas from satellites,fishing ground predictions from satellites and climate impact on Indonesian fisheries.Summary of the topic:Satellite remote sensing is widely used for the detection and mapping in the field ofmarine environment and fisheries resources such as sea surface temperature,chlorophyll-a and total suspended solid concentration, yellow substance, sea surfaceheight, ocean current, mesoscale eddy, upwelling processes, water-mass front, primaryproductivity, potential fishing zone, internal wave, oil pollution and so on. In this paper,we will discuss the kinds of parameters and phenomena that can be derived fromsatellites remote sensing including their advantages and limitations in Indonesian seas.Some examples of remote sensing data application in Indonesian seas will be discussedfrom visible sensors, thermal infrared sensor and microwaves sensor. For more than twodecades the ocean color data shows the temporal and spatial variation of chlorophyll-aconcentration of phytoplankton in Indonesian seas. The sea surface temperature (SST)data from thermal sensor show an increasing trend of SST in Indonesian seas. Similarly,the sea surface height anomaly data from altimetry satellites show a positive trend insea level in Indonesian seas. Some ocean-atmosphere interactions phenomena in Program Book 45

The 4th International Symposium on LISAT 2017Indonesia seas were detected from satellite data such as monsoon, El Nino SouthernOscillation (ENSO) and Indian Ocean Dipole (IOD). The mesoscale phenomena such aseddy and upwelling can also be seen from satellite data in Indonesian seas. Good fishinggrounds typically are found where upwelling or eddy is common. Remote sensing isan important management tool for monitoring of the marine resources and the marineenvironment in the tropical Indonesia seas. In this talk will be discussed the futureneeds of marine remote sensing research in Indonesian seas. Program Book 46

The 4th International Symposium on LISAT 2017 ABSTRACTS Program Book 47

The 4th International Symposium on LISAT 2017AGRICULTURE (AGR)AGR-002Selection of Vegetation Indices for Sugarcane Condition Mapping around WestTugu Oil and Gas Field, Oil and Gas Basin of North West Java, Indonesia. Tri MujiSusantoro*, Ketut Wikantika, Asep Saepuloh, Agus Handoyo Harsolumakso (Centerfor Remote Sensing, Bandung Institute of Technology; [email protected])Selection of vegetation indices in plant mapping is needed to provide the bestinformation of plant condition. This research tried to determine the vegetationindices used in mapping of sugarcane condition around of West Tugu oil and gasfield. The data used in this study is Landsat 8. Standard deviation and linierregression are used to select the vegetation indices of this study. The standarddeviation on 23 vegetation indices with 27 samples shows the highest is GRVI: 0,470and the lowest is EVI; 0.0348. Standard deviation results are divided into 2 parts:SD> 1 (7 vegetation indices) and SD <1 (16 vegetation indices). Then linearregression analysis performed at SD<1. Linear regression results on 16 vegetationindices with 280 samples showed generally between vegetation indices correlatedpositively. Based on the results obtained 4 Index of vegetation, namely NDVI, VARI,GDVI and ENDVI representing the existing vegetation index. The limit value of R2used is 0.8. Then combining results of standard deviation and linear regressionhence determined 5 vegetation indices used in this study. The results of the studywith 5 vegetation indices showed that the condition of sugarcane plantations hadanomalies on the edge of the oil and gas field. This condition is estimated asmicroseep location. The survey results confirmed these allegations, where thecondition of sugar cane is less fertile compared to araound the location.AGR-003An Algorithm of Pattern Recognition for Near Real Time Rice Crops MonitoringUsing Satellite Imagery. Jailani*, Liyantono, Yudi Setiawan (Information Technologyfor Natural Resources Management, Bogor Agricultural University;[email protected])Rice production plays an essential role in feeding the world’s population and willcontinue to be in the future because Rice is the most importance staple food formore than 50% the planet’s population, particularly in Asia. In Indonesia, rice iscultivated on 14.1 million hectare areas with total production of 75.4 million tons.The objective of this research are Measuring actual vegetation index of rice crops,to Recognize the pattern of rice crops vegetation index from satellite imagery,Calibrating vegetation index from satellite data to actual data, Developing algorithmfor near real time of rice monitoring based on planting session. Remote sensingutilization is used for detecting seasonal vegetation changes. The crop phenology ischaracteristic of biologically complex ecosystems reflecting the response of theearth’s biosphere to annual dynamics of the earth’s climate and hydrologic cycle.This characteristic pattern recognized by movement of vegetation Index andplanting times. The SENTINEL Satellite 2A mission was designed to providesystematic global acquisitions of high-resolution multispectral imagery with a high Program Book 48