USE OF LANDSAT IMAGERY TO MAP SPREAD OF THE INVASIVE ALIEN SPECIES Acacia nilotica IN BALURAN NATIONAL PARK, INDONESIA
Downloads
In the late 1960s, Acacia nilotica was introduced to Baluran National Park to establish fire breaks which would prevent the spread of fire from Baluran Savanna to the adjacent teak forest. However, A. nilotica has spread rapidly and has threatened the existence of Baluran Savanna as it has caused an ecosystem transition from an open savanna to a closed canopy of A. nilotica in some areas. This study is one of the few that examines A. nilotica invasion in Baluran National Park through remote sensing. Land cover dynamics were quantified using a supervised classification approach on Landsat 7 and 8 multi-spectral images. Results showed that savanna and A. nilotica can be recognized using a composite of bands 6, 5 and 3 of the Landsat 8 image. Across a 14-year period (2000-14), A. nilotica has spread far north and south from its originally introduced location, invading not only savannas but also dry forests in the Baluran National Park. The savanna size has decreased by 1,361 ha, meanwhile the A. nilotica stand has increased by 1,886 ha over this period. Spatial distribution of A. nilotica in Baluran National Park showed a clumped pattern. Acacia nilotica which develops into a homogeneous stand in the north-west and eastern parts of the national park occupied an area of 3,628 ha or about 14.5% of the total area. This study has demonstrated that remote sensing technology can be effectively used to estimate the patterns of distribution and amount of A. nilotica cover change over the whole Baluran National Park. This is one advantage of remote sensing and GIS, as it is difficult and expensive to make such direct assessments using the conventional approach of field survey and vegetation analysis.
Abari AK, Nasr MH, Hodjati M, Bayat D, Radmehr M. 2012. Maximizing seed germination in two Acacia species. J For Res 23:241–4. Available from: https://doi.org/10.1007/s11676-012-0248-2
Adal H, Kanniah KD, Solaimani K. 2013. Modeling forest fire risk in the northeast of Iran using remote sensing and GIS techniques. Nat Hazards 65(3):1723–43. Available from: https://doi.org/10.1007/s11069-012-0450-8
Barsi JA, Lee K, Kvaran G, Markham BL, Pedelty JA. 2014. The spectral response of the Landsat-8 Operational Land Imager. Remote Sens 6:10232–51. Available from: https://www.mdpi.com/2072-4292/6/10/10232/htm
Caesariantika E, Kondo T, Nakagoshi N. 2011. Impact of Acacia nilotica (L.) Willd. ex Del invasion on plant species diversity in the Bekol Savanna, Baluran National Park, East Java, Indonesia. Tropics 20:45–54. Available from: https://doi.org/10.3759/tropics.20.45
Djufri. 2012. Analisis vegetasi pada savanna tanpa tegakan Acacia nilotica di Taman Nasional Baluran Jawa Timur. Biologi Edukasi 14:104–11. Available from: http://www.jurnal.unsyiah.ac.id/JBE/article/view/540/913
Iskandar F, Iskandar E, Kyes RC. 2012. Populasi owa jawa (Hylobates moloch) di Taman Nasional Gunung Gede Pangrango, Jawa Barat. Jurnal Primatologi Indonesia 6:14–8. Available from: http://103.10.105.65/index.php/primata/article/view/5401/3979
Kanga S, Sharma L, Pandey IDC, Nathawat MS. 2014. GIS modeling approach for forest fire risk assessment and management. Int J Adv RS GIS Geograph 2:30–44.
Levin N, Legge S, Price B, Bowen M, Litvack E, Maron M, McAlpine C. 2012. MODIS time series as a tool for monitoring fires and their effects on savanna bird diversity. Int J Wildland Fire 21(6):680–94. Available from: https://doi.org/10.1071/WF11031
Mishra N, Crews K. 2014. Mapping vegetation morphology types in a dry savanna ecosystem: Integrating hierarchical object-based image analysis with random forest. Int J Remote Sens 35(3):1175–98. Available from: https://doi.org/10.1080/01431161.2013.876120
Padmanaba M, Tomlinson KW, Hughes AC, Corlett RT. 2017. Alien plant invasions of protected areas in Java, Indonesia. Sci Reports 7(1):9334. Available from: https://www.nature.com/articles/s41598-017-09768-z.pdf
Reza NIIH. 2014. Importance and considerations for the development of a composite index of ecological integrity for ecological management. Int J Ecol Dev.
Salako G, Sawyerr H, Bashir A, Adebayo A, Adio A. 2017. Deductive and multi-criteria approach to ecosystem modeling and habitat mapping of shea butter trees (Vitellaria paradoxa) in the tropical savanna. Int J Environ Agri Biotechnol 2(6):3078–88. Available from: http://doi.org/10.22161/ijeab/2.6.38
Sano EE, Rosa R, Brito JL, Ferreira LG. 2010. Land cover mapping of the tropical savanna region in Brazil. Environ Monitor Assess 166:113–24.
Schmidtlein S, Feilhauer H, Bruelheide H. 2012. Mapping plant strategy types using remote sensing. J Vegetation Sci 23:395–405.
Siswoyo A. 2014. Pemodelan spasial kesesuaian habitat akasia berduri (Acacia nilotica) di Taman Nasional Baluran [Thesis]. Bogor: IPB University Repository. Available from: https://www.semanticscholar.org/paper/Pemodelan-Spasial-Kesesuaian-Habitat-Akasia-Berduri-Siswoyo/2a37d3baa04e6ea15222176610b04176b521e2db
Sivrikaya F, Sağlam B, Akay AE, Bozali N. 2014. Evaluation of forest fire risk with GIS. Polish J Environ Stud 23(1):187–94. Available from: http://www.pjoes.com/pdf-89182-23041
Sutomo. 2016. Asal usul formasi savana: Tinjauan dari Nusa Tenggara Timur dan hasil penelitian di Baluran Jawa Timur. In: Seminar Nasional Biodiversitas Savana di Nusa Tenggara. Kupang: Balai Penelitian dan Pengembangan Lingkungan Hidup dan Kehutanan Kupang. p. 246–65.
Sutomo, van Etten E, Priyadi A. 2016a. Do water buffalo facilitate dispersal of invasive alien tree species Acacia nilotica in Bekol Savanna Baluran National Park? In: Second International Conference on Tropical Biology. Bogor: SEAMEO BIOTROP. p. 46.
Sutomo, van Etten E, Wahab L. 2016b. Proof of Acacia nilotica stand expansion in Bekol Savanna, Baluran National Park, East Java, Indonesia through remote sensing and field observations. Biodiversitas 17:96–101. Available from: https://doi.org/10.13057/biodiv/d170114
Sutomo, van Etten E. 2017. Species distribution model of invasive alien species Acacia nilotica for Central–Eastern Indonesia using BCCVL. Trop Drylands 1(1):36–42. Available from: http://doi.org/10.13057/tropdrylands/t010106
Sutomo, van Etten E. 2018. Spatial and temporal patterns of fires in tropical savannas of Indonesia. Singapore J Trop Geograph 39(2):281–99.
Varatharajan R, Manogaran G, Priyan NIK, Bala VE, Barna C. 2018. Visual analysis of geospatial habitat suitability model based on inverse distance weighting with paired comparison analysis. Multimed Tools App. Available from: https://doi.org/10.1007/s11042-017-4768-9
Copyright (c) 2019 BIOTROPIA - The Southeast Asian Journal of Tropical Biology

This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
Authors who publish with this journal agree with the following terms:
- Authors retain copyright and grant the journal right of first publication, with the work 1 year after publication simultaneously licensed under a Creative Commons attribution-noncommerical-noderivates 4.0 International License that allows others to share, copy and redistribute the work in any medium or format, but only where the use is for non-commercial purposes and an acknowledgement of the work's authorship and initial publication in this journal is mentioned.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgement of its initial publication in this journal.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work (See The Effect of Open Access).




