INTEGRATION OF REMOTELY SENSED DATA AND FOREST LANDSCAPE PATTERN ANALYSIS IN SAKAERAT BIOSPHERE RESERVE

Authors

  • Suwit Ongsomwang School of Remote Sensing, Institute of Science, Suranaree University of Technology, Nakhon Ratchasima 30000, Thailand.
  • Intareeya Sutthivanich School of Remote Sensing, Institute of Science, Suranaree University of Technology, Nakhon Ratchasima 30000, Thailand.

Keywords:

Sakaerat Biosphere Reserve, landscape metrics, landscape ecology, forest ecology, forest restoration and management plan

Abstract

This research aims to investigate forest landscape pattern changes in the Sakaerat Biosphere Reserve (SBR), and to classify and assess changes of multi-temporal forest landscape types, and analyze patterns using landscape metrics from 1980-2010. Landscape classification and assessment of 6 landscape types showed the natural forest landscape was the major landscape type and occupied an area of 46.23% to 44.40%. Landscape changes had occurred mostly in disturbed forest, decreasing from 10.22% to 3.99%, while forest plantations and urban and built-up landscapes increased from 1.61% to 3.71% and 1.36% to 2.98%, respectively. More importantly, the number of patches, mean proximity, and interspersion juxtaposition indices assisted in determining the forest landscape pattern changes. The trends of change in the indices’ values of forest landscape types were subsequently used in relation to gains and losses in the context of forest landscape ecology to set up the priority levels of recommendations on a forest restoration and management plan. Therefore, this evaluation showed the priority levels of all forest landscape types in each of the management zones. As a result, recommendations in the core zones of natural forest, disturbed forest, and forest plantation landscapes were strictly limited to minimum restoration and management, but not limited to natural regeneration and succession; while in the buffer and transition zones, forest rehabilitation and reforestation, including regular patrolling and forest fire control were recommended. In conclusion the integration of remotely sensed data and landscape metrics can beapplied to quantify landscape pattern characteristics that directly relate to forest landscape ecology and to obtain important ecological landscape information for a forest resources restoration and management plan.

References

Botequilha Leitao, A. and Ahern, J. (2002). Applying landscape ecological concepts and metrics in sustainable landscape planning. Landscape Urban Plan., 59(2):65-93.

Burel, F. and Baudry, J. (2003) Landscape Ecology: Concepts, Methods and Applications. Science Publishers Inc., Enfield, NH, USA, 362p.

Congalton, R.G. (1991). A review of assessing the accuracy of classifications of remotely sensed data. Remote Sens. Environ., 37:35-46.

Congalton, R.G. and Green, K. (2009). Assessing the Accuracy of Remotely Sensed Data: Principles and Practices. CRC Press, Boca Raton, FL, USA, 192p.

Corry, R.C. and Nassauer, J.I. (2005). Limitations of using landscape pattern indices to evaluate the ecological consequences of alternative plans and designs. Landscape Urban Plan., 72(4):265-280.

Dhanmanonda, P. (1992). The forest growth cycle in dry dipterocarp forest. Thai J. Forestry, 11:66-79.

Doi, R. and Ranamukhaarachchi, S.L. (2009). Community-level physiological profiling in monitoring rehabilitative effects of Acacia auriculiformis plantation on degraded land in Sakaerat, Thailand. Silva Fenn., 43(5): 739–754.

Farina, A. (1998). Principles and Methods in Landscape Ecology. Chapman and Hall, London, UK, 234p.

Franklin, S.E. (2001). Remote Sensing for Sustainable Forest Management. CRC Press, Boca Raton, FL, USA, 470p.

Gesellschaft für International Zusammenarbeit GmbH. (2012). Committed to Biodiversity. Metzgerdruck GmbH, Obrigheim, Germany, 71p.

Hobbs, R.J. and Norton, D.A. (1996). Towards a conceptual framework for restoration ecology. Restor. Ecol., 4(2):93-110

Horning, N., Robinson, J. A., Sterling, E. J., Turner, W., and Spector, S. (2010). Remote Sensing for Ecology and Conservation: A Handbook of Techniques. Oxford University Press, Oxford, UK, 467p.

Kenk, G. and Guehne, S. (2001). Management of transformation in central Europe, Forest Ecol. Manag., 151:107-119.

Landis, J. and Koch, G. (1977). The measurement of observer agreement for categorical data. Biometrics, 33:159-174.

Lindenmayer, D. (2009). Forest Pattern and Ecological Process: a Synthesis of 25 Years of Research. CSIRO Publishing, Melbourne, Australia, p. 215-245.

McGarigal, K. and Marks, B.J. (1995). FRAGSTATS. Spatial Pattern Analysis Program for Quantifying Landscape Structure. Reference Manual. Forest Science Department Oregon State University, Corvallis, Oregon. 122p.

McGarigal, K., Cushman, S.A., Neel, M.C., and Ene, E. (2002). Fragstats: Spatial Pattern Analysis Program for Categorical Maps. Computer software program produced by the authors at the University of Massachusetts, Amherst, MA, USA. Available at the following web site: http://www.umass.edu/landeco/research/fragstats/fragstats.html

Mladenoff, D.J. and. Host, E.G. (1994). Ecological perspective: Current and potential applications of remote sensing and GIS to ecosystem analysis. In: Remote Sensing and GIS in ecosystem management. Sample, V.A. (ed), Island Press, Washington, DC, USA, p. 218-242.

Mladenoff, D.J., White, A.M., Crow, R.T., and Pastor, J. (1994). Applying principles of landscape design and management to integrate old-growth forest enhancement and commodity use. Cons. Biol., 8(3):752-762.

Mladenoff, J.D. and Baker, L.W. (1999). Advances in Spatial Modeling of Forest Landscape Change: Approaches and Applications. Cambridge University Press, Cambridge, UK, 353p.

Nagendra, H. and Southworth, J. (2010). Reforesting Landscapes: Linking Pattern and Process. Springer Science + Business Media B.V. Dordrecht, Netherlands, 386p

Natural Resources Defense Council. (2010). What is a Biosphere Reserve? Available from: www.nrdc.org/land/wilderness/fbios.asp. Accessed date: Jan 30, 2010.

Noss, R.F. (1999). Assessing and monitoring forest biodiversity: A suggested framework and indicators. Forest Ecol. Manag., 115:135-146.

Nyland, R.D. (2003). Even-to-uneven-aged: the challenges of conservation. Forest Ecol. Manag., 172:291-300.

Ongsomwang, S. (1986). Application of natural color and color infrared aerial photographs in evaluation of land use: its change and impact of Sakaerat Environmental Research Station, Amphoe Paktongchai, Nakhon Ratchasima province, [MSc. thesis]. Faculty of Forestry, Kasetsart University, Bangkok, Thailand, 104p.

Peano, A., Bottero, M., and Cassatella, C. (2011). Proposal for a set of indicators.In: Landscape Indicators Assessing and Monitoring Landscape Quality. Cassatella, C. and Peano, A. (eds).Springer Science + Business Media B.V.,Dordrecht, Netherlands, p.198-215.

Rempel, R.S. and Carr, A.P. (2012). Patch analyst and Patch Grid. Ontario Ministry of Natural Resources. Centre for Northern Forest Ecosystem Research, Thunder Bay, ON, Canada.

Sahunalu, P., Dhanmanonda, P., Jamroenpruksu, M., and Khemnark, C. (1993). Effects of restoration, abandoned areas and natural forests on Sakaerat environment. Final report submitted to the National Research Council. Faculty of Forestry, Kasetsart University, Bangkok, Thailand.

Spiecker, H., Hansen, J., Klimo, E., Skovsgaard, J.P., Sterba, H., and von Teuffel, K.V. (2004). Norway spruce conversion: options and consequences. European Forest Institute Research Report 18:1-269.

Stanturf, J.A., Schoenholtz, S.H., Schweitzer, C.J., and Shepard, J.P. (2001). Achieving restoration success: myths in bottomland hardwood forests. Restor. Ecol., 9(2):189-200.

Stanturf, J.A. and Madsen, P. (2002).Restoration concepts for temperate and boreal forests of North America and Western Europe. Plant Biosyst., 136:143-158.

Sutthivanich, S. (1989). Effects of fire frequency on vegetation in dry dipterocarp forestat Sakaerat, Changwat Nakhonratchasima, [MSc. Thesis]. Faculty of Forestry, Kasetsart University, Bangkok, Thailand, 89p.

Thailand Institute of Scientific and Technological Research. (2009). General information. Available from: www.tistr.or.th/sakaerat/index.php. Accessed date: Sep 1, 2009.

Trisurat, Y. (2010). Land use and forested landscape changes at Sakaerat Environmental Research Station in Nakhon Ratchasima Province, Thailand, Ekol. Bratislava, 29:99-109.

Trisurat, Y. and Duengkae, P. (2011). Consequences of land use change on bird distribution at Sakaerat Environmental Research Station. J. Ecology Field Biology, 34(2):203-214.

Turner, G.M. Gardner, R.H., and O’Neill, R.V. (2001). Landscape Ecology in Theory and Ppractice: Pattern and Process. Springer-Verlag, NY, USA, 352p.

Turner, G.M. (2010). Disturbance and landscape dynamics in a changing world. Ecology, 91(10): 2833-2849.

Van Diggelen, R., Grootjans, A.P., and Harris, J.A. (2001). Ecological restoration: state of the art or state of the science? Restor. Ecol., 9(2):115-118.

Waring, R.H. and Running, S.W. (1998). Forest Ecosystems Analysis at Multiple Scales. California Academic Press, San Diego, CA, USA, 370p.

Wulder, M.A., Hall, R.J., Coops, N., and Franklin, S.E. (2004). High spatial detail remotely sensed data for ecosystem characterization. Bio Science, 54(6):511-521.

Wulder, M.A. and Franklin, S.E. (2007). Understanding Forest Disturbance and Spatial Pattern: Remote Sensing and GIS Approaches. Taylor & Francis. NY, USA, 246p.

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Published

2026-08-28

How to Cite

Ongsomwang, S., & Sutthivanich, I. (2026). INTEGRATION OF REMOTELY SENSED DATA AND FOREST LANDSCAPE PATTERN ANALYSIS IN SAKAERAT BIOSPHERE RESERVE. Suranaree Journal of Science and Technology, 21(3), 233–248. retrieved from https://ph04.tci-thaijo.org/index.php/SUJST/article/view/13960

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Research Article