Sta tus and Prospects of S ingle - Tree B ioma ssm odeling Abroad Zeng W eisheng Tang Shouzheng

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23 4 Vol. 23 No. 4 2010 8 World Forestry Research Aug12010 3 (, 100091) :, :,,,,, : S75815 : A : 1001-4241 (2010) 04-0030 - 06 Sta tus and Prospects of S ingle - Tree B ioma ssm odeling Abroad Zeng W eisheng Tang Shouzheng (Research Institute of Forest Resources Information Techniques, Chinese Academy of Forestry, Beijing 100091, China) Abstract: The forest ecosystem is the largest terrestrial carbon pool which p lays an irrep laceable role in m itigating the global clim ate warm ing. Estimation of forest biomass can p rovide a basis for assessing the contribution of forest ecosystem to global carbon cycle. The status of single - tree biomass modeling abroad was reviewed in this paper. The key technical aspects on single - tree biom ass modeling, including samp le data collection, modeling p rocedure, model evaluation, and model app lication, were summ arized systematically. In addition, considering the needs of conducting national forest biom ass monitoring, the general single - tree biomass modeling was suggested to be the study emphases. Key words: single - tree biom ass, forest biomass, allometric equation, modeling p rocedure, model evaluation, p rediction error, [ 1-5 ] : ; [ 6 ], [ 6 ], 1 [ 7 ] 19 1876 Ebermayer,, 50 20, Jensen Burger Harper, 20 50 50 3 : 2010-03 - 01 : : (1966 - ),,,,, E - mail: zengweisheng@ so2 hu1com

4, : 31, 1964 1974 ( IUFRO) [ 8-10 ], [ 11 ], 20 90, 1997 Ter - M ikaelian 65, M = ad b 803 [ 12 ] 1999 2001 Parresol [ 13-14 ] 2001 B i 2, [ 7 ] 2002, Bond - Lamberty 6 [ 15 ], Han2 sen F IA, F IA [ 16 ] 2003 Jenkins 300 ( 100 ), ( 10 ) [ 17 ] 2004, B i 15 [ 18 ] Zianis 3 [ 19 ] 2005 Zianis, 39 607 [ 20 ] 2006, Zianis [ 21 ] Snorrason 11, [ 22 ] Vallet 7 ( ), [ 23 ] 2007, Repola 3 [ 24 ] Muukkonen, [ 25 ] 2008, Case Hall 10,, [ 26 ] Fehrmann NF I, k - ( k - NN) [ 27 ] 2009, Basuki 4 [ 28 ] N var 10, [ 29 ] 2 211 21111, ( ) 2 300, 100 [ 30 ] Ter - M ikaelian 65 803 [ 12 ], Zi2 anis 39 607 [ 20 ],,,, [ 15, 17, 22-25, 29 ], [ 16, 28, 31-35 ] 21112, Ter - M ikaelian 803 734, 4 ; 50 19% ; 30 51% [ 12 ] Zianis 607 1 503, 3 ; 435, 50 27% ; 30 58% [ 20 ], ( 50 ),,

32 23 [ 12, 24, 29 ], 1, 30 100 ;, 30 [ 36 ], [ 22, 36-38 ] 21113 [ 13, 14, 37, 39 ],, [ 13 ] 3 ( 2 4 ), 3,, [ 7, 24, 38, 40-42 ],, [ 7, 13, 15, 22, 27, 33, 37-38, 40-45 ] Samalca [ 38 ], Peichl 1 /10, 2 cm [ 42 ], Bond - Lamberty 6 5 mm, 011 513 cm [ 15 ] Saint - Andr, ( ) ( 10 mm ) (5 10 mm ) ( 5 mm ) [ 40 ] Peichl, ( 20 mm) ( 5 20 mm ) ( 2 5 mm ), 2 mm, 1 3 [ 42 ],,,, 55 105 55 [ 33 ] 60 [ 45 ], 65 [ 13, 40-42 ], 70 [ 7 ], 75 [ 41 ], 80 [ 22 ], 85 [ 37 ] 105 [ 38 ], (103 2) (70 2) [ 44 ], 212,,,,,, 21211 3 [ 13-14 ] : : y = 0 + 1 x 1 + + j x j + (1) : y = 0 x 1 j 1 x j + (2) : y = 0 x 1 1 x j j (3), y, x j, j, (2) (3), (2), (3) D D 2 H D 2 H ;, [ 12, 20, 24, 35, 46 ] D, M = ad b, M [ 12, 17, 25-26, 29, 47 ],,, M D 8 /3, b = 8 /3 [ 48-49 ], [ 19, 21, 30, 50 ] 2 : ;, [ 7, 13, 14, 18, 35, 46 ] 21212 ( 1), (2) (3), (3) : lny = ln 0 + 1 lnx 1 + + j lnx j + ln (4), (4) ( lny), (1) (2),,,,,

4, : 33 [ 7, 13-14 ], ;,, [ 7, 13-14, 35 ] 213 Parresol 7 : (R 2 ) ( SEE) (CV ) Furnival (MPSE) ( PE), [ 13 ] Zianis [ 19 ] Zabek BC SEE, (MB ) (MAB ) [ 44 ] Harmel (MAE) (RMSE), (CE) ( IA) [ 51 ] Case, [ 26 ], A IC B IC [ 52 ], 214,,,,,, 3 [ 13, 38 ] : : [ 13 ] ( ) 0, 0,, [ 38 ], [ 13, 38 ], 3415%, 6515% [ 38 ] 3,,, ;, ;, ;,, 4, [ 53-55 ],, [ 16-17, 22-26, 29-30 ] 1964 1974,,,, 1),,,,,,

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