Abstract
Timely updates of large area forest cover and change facilitate studies of biogeochemical cycling and climate modeling, forest management, and ecological integrity. Our method employed an internally consistent and efficient probability-based sampling approach that integrates low and high spatial resolution satellite data sets for high-latitude gross forest cover loss estimation in Northern Eurasia. Area of forest cover loss from 2000 to 2005 within the high-latitude forest zone is estimated to be 6.6 Mha (standard error ±2.1 Mha). Estimated forest cover loss represents a 2.8% reduction in year 2000 forest area. East Siberia is shown to have the largest total forest loss area of the Northern Eurasia regions. Of the total forest cover loss area, 51.7% was attributed to wildfires. Inter-annual forest cover loss trend shows significant increases of forest loss due to wildfires for years 2002 and 2003 in East Siberia, with a subsequent decrease in forest loss. Estimated gross forest cover loss within Northern Eurasia boreal forests exceeded the humid tropics on a percentage basis for the study period and brings into question the sustainability of high-latitude forests, given the long times required to re-establish forest cover.
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References
Achard F, Eva HD, Mollicone D, Beuchle R (2007) The effect of climate anomalies and human ignition factor on wildfires in Russian boreal forests. Philos Trans Royal Soc B. doi:10.1098/rstb.2007.2203
Achard F, Eva HD, Stibig H-J, Mayaux P, Gallego J, Richards T, Malingreau J-P (2002) Determination of deforestation rates of the world's humid tropical forests. Science 297:999-1002
Aksenov D, Dobrynin D, Dubinin M, Egorov A, Isaev A, Karpachvskiy M, Lestadius L, Potapov P, Purekhovskiy A, Turubanova S, Yaroshenko A (2002) Atlas of Russia’s intact forest landscapes. Global Forest Watch, Moscow
Breiman L (1996) Bagging predictors. Mach Learn 24:123–140
Carroll M, Townshend JRG, Hansen MC, DiMiceli C, Sohlberg R, Wurster K (2009) Vegetative cover conversion and vegetation continuous fields. In: Ramachandran B, Justice C, Abrams M (eds) Land remote sensing and global environmental change: NASA’s EOS and the science of ASTER and MODIS. Springer, New York
Cochran WG (1977) Sampling techniques, 3rd edn. Wiley, New York
FAO (2005) State of the World’s forests. UNFAO, Rome
FAO (2006) Global forest resources assessment 2005, FAO Forestry Paper 147. UNFAO, Rome
Goetz SJ, Mack MC, Gurney KR, Randerson JT, Houghton RA (2007) Ecosystem responses to recent climate change and fire disturbance at northern high latitudes: observations and model results contrasting Northern Eurasia and North America. Environ Res Lett 2. doi:10.1088/1748-9326/2/4/045031
Goldammer JG, Sukhinin A, Csiszar I (2005) The current fire situation in the Russian Federation: implications for enhancing international and regional cooperation in the UN framework and the global programs on fire monitoring and assessment. Int For Fire News 32:13–42
Hansen MC, DeFries RS, Townshend JRG, Carroll M, DiMiceli C, Sohlberg RA (2003) Global percent tree cover at a spatial resolution of 500 meters: first results of the MODIS vegetation continuous fields algorithm. Earth Interact. doi:10.1175/1087-3562
Hansen MC, DeFries RS, Townshend JRG, Sohlberg R, Carroll M, DiMiceli C (2002) Towards an operational MODIS continuous field of percent tree cover algorithm: examples using AVHRR and MODIS data. Rem Sens Environ 83:303–319
Hansen MC, Stehman SV, Potapov PV, Loveland TR, Townshend JRG, DeFries RS, Pittman KW, Stolle F, Steininger MK, Carroll M, DiMiceli C (2008) Humid tropical forest clearing from 2000 to 2005 quantified using multi-temporal and multi-resolution remotely sensed data. Proc Natl Acad Sci USA 105(27):9439–9444
Hansen MC, Townshend JRG, DeFries RS, Carroll M (2005) Estimation of tree cover using MODIS data at global, continental and regional/local scales. Int J Rem Sens 26:4359–4380
Korovin GN (1996) Analysis of the distribution of forest fires in Russia. In: Goldammer JG, Furyaev VV (eds) Fire in ecosystems of Boreal Eurasia. Kluwer, Dordrecht
Olson DM, Dinerstein E, Wikramanayake ED, Burgess ND, Powell GVN, Underwood EC, D’amico JA, Itoua I, Strand HE, Morrison JC, Loucks CJ, Allnutt TF, Ricketts TH, Kura Y, Lamoreux JF, Wettengel WW, Hedao P, Kassem KR (2001) Terrestrial ecoregions of the World: a new map of life on Earth. BioScience 51(10):1–6
Potapov P, Hansen MC, Stehman SV, Loveland TR, Pittman K (2008a) Combining MODIS and Landsat imagery to estimate and map boreal forest cover loss. Rem Sens Environ 112(9):3708–3719
Potapov P, Yaroshenko A, Turubanova S, Dubinin M, Laestadius L, Thies C, Aksenov D, Egorov A, Yesipova Y, Glushkov I, Karpachevskiy M, Kostikova A, Manisha A, Tsybikova E, Zhuravleva I (2008b). Mapping the World’s intact forest landscapes by remote sensing. Ecol Soc 13. http://www.ecologyandsociety.org/vol13/iss2/art51/
Soja AJ, Sukhinin AI, Cahoon DR, Shugart HH, Stackhouse PW (2004) AVHRR-derived fire frequency, distribution and area burned in Siberia. Int J Rem Sens 25(10):1939–1960
Sukhinin AI, Ivanov VV, Ponomarev EI, Slinkina OA, Cherepanov AV, Pavlichenko EA, Romansko VY, Miskiv SI (2003) The 2002 fire season in the Asian part of the Russian Federation. Int For Fire News 28:1–34
Wooster MJ, Zhang YH (2004) Boreal forest fires burn less intensely in Russia than in North America. Geophys Res Lett. doi:10.1029/2004GL020805
Yaroshenko AY, Potapov PV, Turubanova SA (2001) The last intact forest landscapes of Northern European Russia. Greenpeace Russia, Moscow
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Potapov, P.V., Hansen, M.C., Stehman, S.V. (2010). High-Latitude Forest Cover Loss in Northern Eurasia, 2000–2005. In: Gutman, G., Reissell, A. (eds) Eurasian Arctic Land Cover and Land Use in a Changing Climate. Springer, Dordrecht. https://doi.org/10.1007/978-90-481-9118-5_3
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