Estimation of Above-Ground Biomass of a Tropical Forest in Northern Borneo Using High-resolution Satellite Image |
Phua, Mui-How
(School of International Tropical Forestry, Universiti Malaysia Sabah)
Ling, Zia-Yiing (School of International Tropical Forestry, Universiti Malaysia Sabah) Wong, Wilson (School of International Tropical Forestry, Universiti Malaysia Sabah) Korom, Alexius (School of International Tropical Forestry, Universiti Malaysia Sabah) Ahmad, Berhaman (School of International Tropical Forestry, Universiti Malaysia Sabah) Besar, Normah A. (School of International Tropical Forestry, Universiti Malaysia Sabah) Tsuyuki, Satoshi (Graduate School of Agricultural and Life Sciences, The University of Tokyo) Ioki, Keiko (Graduate School of Agricultural and Life Sciences, The University of Tokyo) Hoshimoto, Keigo (Graduate School of Agricultural and Life Sciences, The University of Tokyo) Hirata, Yasumasa (Forestry and Forest Products Research Institute (FFPRI)) Saito, Hideki (Forestry and Forest Products Research Institute (FFPRI)) Takao, Gen (Forestry and Forest Products Research Institute (FFPRI)) |
1 | Smith JA, Lin TL, Ranson KL. 1980. The lambertian assumption and landsat data. Photogram Eng Rem Sens 46: 1183-1189. |
2 | Song C, Dickinson MB, Su L, Zhang S, Yaussey D. 2010. Estimating average tree crown size using spatial information from IKONOS and QuickBird images: Across-sensor and across-site comparisons. Rem Sens Environ 114: 1099-1107. DOI ScienceOn |
3 | Vermote EF, El Saleous N, Justice CO, Kaufman YJ, Privette JL, Remer L, Roger JC, Tanre D. 1997. Atmospheric correction of visible to middle-infrared EOS-MODIS data over land surfaces: Background, operational algorithm and validation. J Geophys Res 102: 17131-17141. DOI |
4 | Wang LJ, Gong P Biging GS. 2004. Individual tree-crown delineation and treetop detection in high-spatial-resolution aerial imagery. Photogram Eng Rem Sens 70: 351-357. DOI ScienceOn |
5 | Wulder MA, Niemann KO, Goodenough DG. 2002. Error reduction methods for local maximum filtering of high spatial resolution imagery for locating trees. Can J Rem Sens 28: 621-628. DOI |
6 | Whitemore TC. 1984. Tropical rain forests of the Far East. Clarendon Press, Oxford, United Kingdom. |
7 | Yamakura T, Hagihara A, Sukardjo S, Ogawa H. 1986. Aboveground biomass of tropical rain forest stands in Indonesian Borneo. Vegetatio 68: 71-82. |
8 | Langner A, Samejima H, Ong RC, Titin J, Kitayama K. 2012. Integration of carbon conservation into sustainable forest management using high resolution satellite imagery: A case study in Sabah, Malaysian Borneo. Int J Applied Earth Observ Geoinfor 18: 305-312. DOI ScienceOn |
9 | Leckie DG, Gougeon FA, Tinis S, Nelson T, Burnett CN, Paradine D. 2005. Automated tree recognition in old growth conifer stands with high resolution digital imagery. Rem Sens Environ 94: 311-326. DOI ScienceOn |
10 | Morel AC, Fisher JB, Malhi Y. 2012. Evaluating the potential to monitor aboveground biomass in forest and oil palm in Sabah, Malaysia, for 2000-2008 with Landsat ETM+ and ALOS-PALSAR. Int J Rem Sens 33: 3614-3639. DOI |
11 | Palace M, Keller M, Asner GP, Hagen S, Braswell B. 2007. Amazon forest structure from IKONOS satellite data and the automated characterization of forest canopy properties. Biotrop 40: 141-150. |
12 | Peterson B, Gerlach F, Hutchin K. 2001. IKONOS relative spectral response and radiometric calibration coefficients. Document number SE-REF-016, Revision A, Space Imaging, Thornton, Colorado, USA. |
13 | Phu MH, Saito H. 2003. Estimation of biomass of a mountainous tropical forest using Landsat TM data. Can J Rem Sens 29: 429-440. DOI ScienceOn |
14 | FAO. 2005. Global Forest Resources Assessment 2005. Food and Agriculture Organization, Rome, Italy. |
15 | Pouliot D, King D. 2005. Approaches for optimal automated individual tree crown detection in regenerating coniferous forests. Can J Rem Sens 31: 255-267. DOI |
16 | Pouliot DA, King DJ, Bell FW, Pitt DG. 2002. Automated tree crown detection and delineation in high-resolution digital camera imagery of coniferous forest regeneration. Rem Sens Environ 82: 322-334. DOI ScienceOn |
17 | Haijian Ma Qiming Q, Xinyi S. 2008. Shadow segmentation and compensation in high resolution satellite images. Proc Geosci Rem Sens Symp II: 1036-1039. |
18 | Gebreslasiea MT, Ahmed FB, Aardt VJ, Blakeway F. 2011. Individual tree detection based on variable and fixed window size local maxima filtering applied to IKONOS imagery for even-aged Eucalyptus plantation forests. Int J Rem Sens 32: 4141-4154. DOI ScienceOn |
19 | Gibbs HK, Brown S, Niles JO, Foley JA. 2007. Monitoring and estimating tropical forest carbon stocks: making REDD a reality. Environ Res Lett 2: 1-13. |
20 | Hirata Y, Fruya N, Suzuki M, Yamamoto H. 2008. Estimation of stand attributes in cryptomeria japonica and chamaecyparis obtusa stands from single tree detection using small-footprint airborne LiDAR data. J For Plann 13: 303-309. |
21 | Hirata Y, Tsubota Y, Sakai A. 2009. Allometric models of DBH and crown area derived from QuickBird panchromatic data in Cryptomeria japonica and Chamaecyparis obtusa stands. Int J Rem Sens 30: 5071-5088. DOI ScienceOn |
22 | Jing L, Hu B, Noland T, Li J. 2012. An individual tree crown delineation method based on multi-scale segmentation of imagery. ISPRS J Photogram Rem Sens 70: 88-98. DOI ScienceOn |
23 | Asner GP, Warner AS. 2003. Canopy shadow in IKONOS satellite observations of tropical forests and savannas. Rem Sens of Environ 87: 521-533. DOI ScienceOn |
24 | Kenzo T, Ichie T, Hattori D, Itioka T, Handa C, Ohkubo T, Kendawang JJ, Nakamura M, Sakaguchi M, Takahashi N, Okamoto M, Tanaka-Oda A, Sakurai K, Ninomiya I. 2009. Development of allometric relationships for accurate estimation of above- and below-ground biomass in tropical secondary forests in Sarawak, Malaysia. J Trop Ecol 25: 371-386. DOI ScienceOn |
25 | Kubo M, Muramoto KI. 2005. Tree crown detection and classification using forest imagery by IKONOS. Proc Geosci Rem Sens Symp 6: 4358-4361. |
26 | Asner GP, Palace M, Keller M, Pereira R Jr, Silva JNM, Zweede JC. 2002. Estimating canopy structure in an Amazon Forest from laser range finder and IKONOS satellite observations. Biotrop 34: 483-492. DOI |
27 | Avalos G, Mulkey SS. 1999. Seasonal changes in liana cover in the canopy of a neotropical dry forest. Biotrop 3: 186-191. |
28 | Broadbent EN, Asner GP, Pena-Claros M, Palace M, Soriano M. 2008. Spatial partitioning of biomass and diversity in a lowland Bolivian forest: Linking field and remote sensing measurements. For Ecol Manage 255: 2602-2616. DOI ScienceOn |
29 | Brown S. 2002. Measuring carbon in forests: current status and future challenges. Environ Pollution 116: 363-372. DOI ScienceOn |
30 | Chavez PS Jr. 1988. An improved dark-object subtraction technique for atmospheric scattering correction of multispectral data. Rem Sens Environ 24: 459-579. DOI ScienceOn |
31 | Bartelink HH. 1996. Allometric relationships on biomass and needle area of Douglas-fir. For Ecol Manage 86: 193-203. DOI ScienceOn |
32 | Clinton N, Holt A, Scarborough J, Li Y, Peng G. 2010. Accuracy assessment measures for object-based image segmentation goodness. Photogram Eng Rem Sens 76: 289-299. DOI ScienceOn |
33 | Muukkonen P, Heiskanen J. 2007. Biomass estimation over a large area based on Standwise forest inventory data and ASTER and MODIS satellite data: A possibility to verify carbon inventories. Rem Sens Environ 107: 617-624. DOI ScienceOn |