Pemodelan Citra Penginderaan Jauh Multi Waktu untuk Pemantauan Deforestasi

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Dian Nuraini Melati


Tropical rainforest in Indonesia faces critical issue related to deforestation. Human activities which convert forest cover into non-forest cover has been a major issue. In order to sustain the forest resources, monitoring on deforestation and forest cover prediction is necessary to be done. Remotely sensed data, Landsat images, with acquisition in 1996, 2000, and 2005 are used in this study. In this study area, forest cover decreased around 6 % in the period of 1996 - 2005. For the purpose of forest cover modelling, three model (i.e. Stochastic Markov Model, Cellullar Automata Markov (CA_Markov) Model, dan GEOMOD) were tested. Based upon the Kappa index, GEOMOD performed better with the highest Kappa index. Therefore, GEOMOD is recommended to forecast forest cover.

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DeFries, R., Achard, F., Brown, S., Herold, M., Murdiyarso, D., Schlamadinger, B., et al. 2006. Reducing Greenhouse Gas Emissions from Deforestation in Developing Countries: Considerations for Monitoring and Measuring. Report of the Global Terrestrial Observing System (GTOS) number 46, GOFC-GOLD report 26.

Denman, K. et al. 2007. Couplings between Changes in the Climate System and Biogeochemistry. In: Climate Change 2007: The Physical Science Basis. Contribution of Working Group I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge, UK: Cambridge University Press.

Eastman, J. 2009. IDRISI Taiga Guide to GIS and Image Processing. Massachusetts, USA: Clark University.

Eastman, J. 2009b. IDRISI Taiga Tutorial. Massachusetts, USA: Clark University.

FAO. 2005. FRA 2005-global table. [3 Juni 2011].

FAO. 2007. Brief of National Forest Inventory (NFI) of Indonesia. Food and Agriculture Organization of the United Nations.

Lillesand, T., & Kiefer, R. 2000. Remote Sensing and Image Interpretation. New York, USA: John Wiley and Sons, Inc.

Metz, B., Davidson, O., Bosch, P., Dave, R., & Meyer, L. 2007. Contribution of Working Group III to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge: Cambridge University Press.

Pachauri, R., & Reisinger, A. 2007. Contribution of Working Groups I, II and III to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change. IPCC, Geneva.

Pontius, R., & Chen, H. 2006. Land Change Modeling with GEOMOD. Clark University.

Pontius, R., & Malanson, J. 2005. Comparison of the structure and accuracy of two land change models. International Journal of Geographical Information Science, 19 (2), 243-265.

Uryu, Y. et al. 2008. Deforestation, Forest Degradation, Biodiversity Loss and CO2 Emissions in Riau, Sumatra, Indonesia. WWF Indonesia, Jakarta.

USGS. 2010. U.S. Geological Survey. [14 Desember 2011].

World Bank. 2006. Sustaining Economic Growth, Rural Livelihoods, and Environmental Benefits: Strategic Options for Forest Assistance in Indonesia. The World Bank.