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24 Volume 24 2015 ISSN 1878-0296 Procedia Environmental Sciences Vol. 24 ( 2015 ) 1 – 340 The 1st International Symposium on LAPAN-IPB Satellite (LISAT) for Food Security and Environmental Monitoring Guest Editors: Yudi Setiawan, Muhammad Irfansyah Lubis, Lilik Budi Prasetyo, Iskandar Zulkarnain Siregar and Hefni Effendi ELSEVIER Available online at www.sciencedirect.com ScienceDirect Available online at www.sciencedirect.com ScienceDirect ProcediaProcedia EnvironmentalEnvironmental SciencesSciences 1024 (2011)(2015) iii–viiiii–iv Contents Editorial Editorial Y. Setiawan, M.I. Lubis, H. Effendi, L.B. Prasetyo, I.Z. Siregar . 1 Agriculture Landuse Conversion Impact Assessment on Landscape Provisioning Service for Rice Suffi ciency in Langkat Regency, Indonesia D.R. Siagian, T. Marbun, C. Hermanto, A.J. Alcantara . 3 Spatial Modelling for Food Vulnerability Using Remote Sensing Data and GIS (Study Case in Klungkung Regency, Bali) D.S. Ratnasari, P. Kusumawardani . 15 Constraints of VSWI in the Estimation of Drought Extent Using Landsat Data: A Case of Tuban, Indonesia B.H. Trisasongko, D.R. Panuju, D. Shiddiq, L. Ode S. Iman, R.I. Sholihah, S. Kusdaryanto . 25 Applicability of Satellite Remote Sensing for Mapping Hazardous State of Land Degradation by Soil Erosion on Agricultural Areas S. Uchida . 29 Land Suitability for Agrotourism Through Agriculture, Tourism, Beautifi cation and Amenity (ATBA) Method Kaswanto . 35 The Leaf Color Performance on Several Lines of Cassava and its Relation with Tuber Yield as Early Reference N. Khumaida, S. Maharani, S.W. Ardie . 39 Numerical Classifi cation, Subak Zoning and Land Transfer Function Rice Field in the Province of Bali Based on Remote Sensing and GIS I. Lanya, N.N. Subadiyasa, K. Sardiana, Gst. P. Ratna Adi . 47 Climate Monitoring and Prediction of Hydrological Drought Using a Drought Early Warning System in Pemali-Comal River Basin, Indonesia W. Hatmoko, Radhika, B. Raharja, D. Tollenaar, R. Vernimmen . 56 Simulation of Forest Fires Smoke Using WRF-Chem Model with FINN Fire Emissions in Sumatera D.E. Nuryanto . 65 Rainfall Simulation Using RegCM4 Model in Kalimantan during El Nino Southern Oscillation E.Y. Arini, R. Hidayat, A. Faqih . 70 The Detection of Urban Open Space at Jakarta, Bogor, Depok, and Tangerang – Indonesia by Using Remote Sensing Technique for Urban Ecology Analysis A.F.M. Zain, P.A. Permatasari, C.N. Ainy, N. Destriana, D.F. Mulyati, S. Edi . 87 Forestry Spatial Distribution Model of Stopover Habitats Used by Oriental Honey Buzzards in East Belitung Based on Satellite-tracking Data A. Mardiyanto, Syartinilia, A.D.N. Makalew, H. Higuchi . 95 Landscape Modeling for Human – Sulawesi Crested Black Macaques Confl ict in North Sulawesi B. Nailufar, Syartinilia, D. Perwitasari . 104 Forecasting Simulation of Smoke Dispersion from Forest and Land Fires in Indonesia E. Heriyanto, L. Syaufi na, M. Sobri . 111 Classifi cation Rules for Hotspot Occurrences Using Spatial Entropy-based Decision Tree Algorithm I.D. Nurpratami, I.S. Sitanggang . 120 A Geographic Information System for Hotspot Occurrences Classifi cation in Riau Province Indonesia K. Amri, I.S. Sitanggang . 127 Hotspot Distribution Analyses Based on Peat Characteristics Using Density-based Spatial Clustering M. Usman, I.S. Sitanggang, L. Syaufi na . 132 Indicator Determination of Forest and Land Fires Vulnerability Using Landsat-5 TM data (Case Study: Jambi Province) A. Nurdiana, I. Risdiyanto . 141 Estimating Distribution of Carbon Stock in Tropical Peatland Using a Combination of an Empirical Peat Depth Model and GIS Rudiyanto, B.I. Setiawan, C. Arief, S.K. Saptomo, A. Gunawan, Kuswarman, Sungkono, H. Indriyanto . 152 Infl uence the Existence of the Bali Botanical Garden for Land Cover Change in Bedugul Basin Using Landsat Time Series R. Iryadi, M.N. Sadewo . 158 Geospatial Approach for Ecosystem Change Study of Lombok Island under the Infl uence of Climate Change S. Sapta, B. Sulistyantara, I.S. Fatimah, A. Faqih . 165 doi:10.1016/S1878-0296(15)00117-6 iv Contents Tourism Track Management of Cibeureum Waterfall as a Provider of Landscape Beautifi cation Service at Gunung Gede Pangrango National Park N.P. Ria Febriana, Kaswanto . 174 Driving Force Analysis of Landuse and Cover Changes in Cimandiri and Cibuni Watersheds B.W. Aroengbinang, Kaswanto . 184 Identifying Change Trajectory over the Sumatra’s Forestlands Using Moderate Image Resolution Imagery Y. Setiawan, M.I. Lubis, S.M. Yusuf, L.B. Prasetyo . 189 Expansion of Oil Palm Plantations and Forest Cover Changes in Bungo and Merangin Districts, Jambi Province, Indonesia S.D. Tarigan, Sunarti, S. Widyaliza . 199 Understanding Landscape Change Using Participatory Mapping and Geographic Information Systems: Case Study in North Sulawesi, Indonesia M.I. Lubis, J.D. Langston . 206 Marine & Fisheries Random Forest Classifi cation for Mangrove Land Cover Mapping Using Landsat 5 TM and ALOS PALSAR Imageries R. Jhonnerie, V.P. Siregar, B. Nababan, L.B. Prasetyo, S. Wouthuyzen . 215 Object-based Image Analysis for Coral Reef Benthic Habitat Mapping with Several Classifi cation Algorithms N. Wahidin, V.P. Siregar, B. Nababan, I. Jaya, S. Wouthuyzen . 222 Water Quality Status of Ciambulawung River, Banten Province, Based on Pollution Index and NSF-WQI H. Effendi, Romanto, Y. Wardiatno . 228 Fisheries Survey in Mentawai Waters Bengkulu Province M.M. Kamal, H. Effendi, S.P. Nugroho . 238 Satellite Technology The Potential of UAV-based Remote Sensing for Supporting Precision Agriculture in Indonesia C.A. Rokhmana . 245 Gemini Virus Attack Analysis in Field of Chili (Capsicum Annuum L.) Using Aerial Photography and Bayesian Segmentation Method M. Solahudin, B. Pramudya, Liyantono, Supriyanto, R. Manaf . 254 Multi-copter Development as a Tool to Determine the Fertility of Rice Plants in the Vegetation Phase Using Aerial Photos P.P. Rizky Aidil, Liyantono, M. Solahudin . 258 Preliminary Study of Bridge Deformation Monitoring Using GPS and CRP (Case Study: Suramadu Bridge) H.H. Handayani, Yuwono, M. Taufi k. 266 Spatial Online Analytical Processing for Hotspots Distribution Based on Socio-economic Factors in Riau Province Indonesia P. Thariqa, I.S. Sitanggang . 277 The Analysis of LAPAN-A3/IPB Satellite Image Data Simulation Using High Data Rate Modem C.T. Judianto, E.N. Nasser . ..