IDEAS home Printed from https://ideas.repec.org/a/spr/nathaz/v80y2016i2p1279-1301.html
   My bibliography  Save this article

Multi-temporal remote sensing data and spectral indices analysis for detection tropical rainforest degradation: case study in Kapuas Hulu and Sintang districts, West Kalimantan, Indonesia

Author

Listed:
  • Parwati Sofan
  • Yenni Vetrita
  • Fajar Yulianto
  • Muhammad Khomarudin

Abstract

According to the forest statistic data, the forest degradation in West Kalimantan has been increasing since 2006. The satellite remote sensing data can provide information more effective and economical input rather than direct field observation that is difficult to access. In this research, we applied a spectral index derived from remote sensing satellite data, the Normalized Difference Fraction Index (NDFI), then compared it with the widely used forest degradation index, the Normalized Burn Ratio (NBR) and the Normalized Difference Vegetation Index (NDVI), in order to have an enhanced detection of forest canopy damage caused by selective logging activities and associated forest fires in West Kalimantan, especially in Kapuas Hulu and Sintang districts. The NDFI was derived from combination of green vegetation, shadow, soil, and non-photosynthetic vegetation (NPV) fractions images from spectral mixture analysis model. The NBR and NDVI were generated from spectral reflectance values of near-infrared, shortwave infrared, and red spectrums. The satellite data used for monitoring forest degradation were Landsat-year 2006–2009 and then continued with 4-year SPOT 2009–2012. The result showed that the forest degradation was detected initially in 2008 up to 2012 in the research area. Spectral indices analysis (NDFI, NBR, NDVI) was tested and verified by ground survey data in 2012. We found that NDFI has higher accuracy (95 %) to classify the degradation forest due to logging and burning activities rather than NBR or NDVI. The forest degradation mapping also conducted using mosaic of Landsat data year 2000–2009 for whole of West Kalimantan province. This method is suitable for a forest degradation monitoring tool in tropical rainforest. Copyright Springer Science+Business Media Dordrecht 2016

Suggested Citation

  • Parwati Sofan & Yenni Vetrita & Fajar Yulianto & Muhammad Khomarudin, 2016. "Multi-temporal remote sensing data and spectral indices analysis for detection tropical rainforest degradation: case study in Kapuas Hulu and Sintang districts, West Kalimantan, Indonesia," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 80(2), pages 1279-1301, January.
    • Handle: RePEc:spr:nathaz:v:80:y:2016:i:2:p:1279-1301
    DOI: 10.1007/s11069-015-2023-0
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1007/s11069-015-2023-0
    Download Restriction: Access to full text is restricted to subscribers.
    File URL: https://libkey.io/10.1007/s11069-015-2023-0?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Peter M. Cox & David Pearson & Ben B. Booth & Pierre Friedlingstein & Chris Huntingford & Chris D. Jones & Catherine M. Luke, 2013. "Sensitivity of tropical carbon to climate change constrained by carbon dioxide variability," Nature, Nature, vol. 494(7437), pages 341-344, February.
    2. Daniel C. Nepstad & Adalberto Verssimo & Ane Alencar & Carlos Nobre & Eirivelthon Lima & Paul Lefebvre & Peter Schlesinger & Christopher Potter & Paulo Moutinho & Elsa Mendoza & Mark Cochrane & Vaness, 1999. "Large-scale impoverishment of Amazonian forests by logging and fire," Nature, Nature, vol. 398(6727), pages 505-508, April.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Parwati Sofan & Yenni Vetrita & Fajar Yulianto & Muhammad Rokhis Khomarudin, 2016. "Multi-temporal remote sensing data and spectral indices analysis for detection tropical rainforest degradation: case study in Kapuas Hulu and Sintang districts, West Kalimantan, Indonesia," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 80(2), pages 1279-1301, January.
    2. Chomitz, Kenneth M. & Thomas, Timothy S., 2001. "Geographic patterns of land use and land intensity in the Brazilian Amazon," Policy Research Working Paper Series 2687, The World Bank.
    3. Bhattacharjee, Arnab & Aravena, Claudia & Castillo, Natalia & Ehrlich, Marco & Taou, Nadia & Wagner, Thomas, 2022. "Agroforestry Programs in the Colombian Amazon: Selection, Treatment and Exposure Effects on Deforestation," National Institute of Economic and Social Research (NIESR) Discussion Papers 537, National Institute of Economic and Social Research.
    4. Chomitz, Kenneth M. & Wertz-Kanounnikoff, Sheila, 2005. "Measuring the initial impacts on deforestation of Mato Grosso's program for environmental control," Policy Research Working Paper Series 3762, The World Bank.
    5. Jing Peng & Li Dan & Jinming Feng & Kairan Ying & Xiba Tang & Fuqiang Yang, 2021. "Absolute Contribution of the Non-Uniform Spatial Distribution of Atmospheric CO 2 to Net Primary Production through CO 2 -Radiative Forcing," Sustainability, MDPI, vol. 13(19), pages 1-18, September.
    6. Boltz, Frederick & Holmes, Thomas P. & Carter, Douglas R., 2003. "Economic and environmental impacts of conventional and reduced-impact logging in Tropical South America: a comparative review," Forest Policy and Economics, Elsevier, vol. 5(1), pages 69-81, January.
    7. Jens Terhaar & Linus Vogt & Nicholas P. Foukal, 2025. "Atlantic overturning inferred from air-sea heat fluxes indicates no decline since the 1960s," Nature Communications, Nature, vol. 16(1), pages 1-17, December.
    8. David P. Rowell & Catherine A. Senior & Michael Vellinga & Richard J. Graham, 2016. "Can climate projection uncertainty be constrained over Africa using metrics of contemporary performance?," Climatic Change, Springer, vol. 134(4), pages 621-633, February.
    9. Sandra Lavorel & Mike Flannigan & Eric Lambin & Mary Scholes, 2007. "Vulnerability of land systems to fire: Interactions among humans, climate, the atmosphere, and ecosystems," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 12(1), pages 33-53, January.
    10. U. Persson & Christian Azar, 2007. "Tropical deforestation in a future international climate policy regime—lessons from the Brazilian Amazon," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 12(7), pages 1277-1304, August.
    11. Osborne, Tracey & Kiker, Clyde, 2005. "Carbon offsets as an economic alternative to large-scale logging: a case study in Guyana," Ecological Economics, Elsevier, vol. 52(4), pages 481-496, March.
    12. Thais Marcolino Ribeiro & Bruno Araujo Furtado Mendonça & José Francisco Oliveira-Júnior & Elpídio Inácio Fernandes-Filho, 2021. "Fire foci assessment in the Western Amazon (2000–2015)," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(2), pages 1485-1498, February.
    13. Xiangzhong Luo & Trevor F. Keenan, 2022. "Tropical extreme droughts drive long-term increase in atmospheric CO2 growth rate variability," Nature Communications, Nature, vol. 13(1), pages 1-10, December.
    14. Kim, Sophanarith & Phat, Nophea Kim & Koike, Masao & Hayashi, Hiromichi, 2006. "Estimating actual and potential government revenues from timber harvesting in Cambodia," Forest Policy and Economics, Elsevier, vol. 8(6), pages 625-635, August.
    15. Tommaso Sonno & Davide Zufacchi, 2022. "Epidemics and rapacity of multinational companies," CEP Discussion Papers dp1833, Centre for Economic Performance, LSE.
    16. Yanchun Liu & Qing Shang & Bo Zhang & Kesheng Zhang & Junwei Luan, 2017. "Effects of Understory Liana Trachelospermum jasminoides on Distributions of Litterfall and Soil Organic Carbon in an Oak Forest in Central China," Sustainability, MDPI, vol. 9(6), pages 1-11, June.
    17. Daniella Tiemi Sasaki Okida & Osmar Abílio de Carvalho Júnior & Osmar Luiz Ferreira de Carvalho & Roberto Arnaldo Trancoso Gomes & Renato Fontes Guimarães, 2021. "Relationship between Land Property Security and Brazilian Amazon Deforestation in the Mato Grosso State during the Period 2013–2018," Sustainability, MDPI, vol. 13(4), pages 1-20, February.
    18. Strand, Jon, 2017. "Modeling the marginal value of rainforest losses: A dynamic value function approach," Ecological Economics, Elsevier, vol. 131(C), pages 322-329.
    19. Tola Gemechu Ango & Kristoffer Hylander & Lowe Börjeson, 2020. "Processes of Forest Cover Change since 1958 in the Coffee-Producing Areas of Southwest Ethiopia," Land, MDPI, vol. 9(8), pages 1-29, August.
    20. de Mendonca, Mario Jorge Cardoso & Vera Diaz, Maria del Carmen & Nepstad, Daniel & Seroa da Motta, Ronaldo & Alencar, Ane & Gomes, Joao Carlos & Ortiz, Ramon Arigoni, 2004. "The economic cost of the use of fire in the Amazon," Ecological Economics, Elsevier, vol. 49(1), pages 89-105, May.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:nathaz:v:80:y:2016:i:2:p:1279-1301. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.