免费文献传递   相关文献

Accuracy Evaluation of the MODIS Grassland Biomass Monitoring Model Based on the Correction of High-resolution Remote Sensing Data

基于高分遥感数据校正的MODIS草地生物量监测模型精度评价



全 文 :!!!
"
!
!
"
#
!
#$%&!!
!
$&"
!
!
"
!
#
!
$
()*( (+,-.*/( .//)(
!!!
01"
$
!
2
%
!
34%&
!!
!01"
!"#
!
10&11255
"
6
&7889&1002:0"5;&!01"&0"&00;
=‰÷Køùabúûn
=Q*M2
&3™ü¨
ýìþmÿµ
CDE
#
FGH
#
IJ-
#
KLM
#
NOP
"
$
W(v;<}*5DIJ­-. /&,-W(v*+-0
#
îï /&
2500!0
&
789:
!
015:11:0;
%
;<9:
!
01":01:!"
=>?@
!
5DEF*-GHKL
$
51!!<0!1
&%
(vw«¸g´v
$
(v
&
*?jKKL
$
!01!0500D
&%
45aŸ0I,LM?@KL
$
!01!:Y>:2
&%
à÷-”ªoFãßå»ËK
$
/,*1501?
&%
/&,-4–UîGˆ*?vÓ½jKBH
$
%N4
6
ZS
M
:!015:!1!
&

ABCD
!
ëD`
$
1??1:
&#
ƒ
#
îï†&ˆ
#
‰Š?@;
#
?@‹ŒWޗ:W>’¤}*
#
-:@A7%
!
B4
M
9!01!
!
%N4&E9
%
"
‘ “”
(4FB$GH$GE$GGI8
J
$9KI9EI
#
-:@A7%
!
F
L
%7A9
L!
%N4&IK4&E9
EF
!
XY˜‹“Õ˜ê?@
!00?
$
<
%
50
š^
,A
J
7K-
M
I
Z;ª
!011
$
<
%
!2
š^
]$G%K#7IO:!
Z;q¼
2m^
^[>0?+(
z:
#
ËÌ­¶µG!U­Z;^
>#/
:G!
^[>0?+(
^
>#/
^rss}
#
kG!
^[>0?+(>#/
^î…&W;/EŒ¥³´µid
#
ëkidûŒ¥^Ìz\b³´µÓÛªsÙ
*
·¸¹
º
!
G!
^[>0?+(>#/
$
E
&
^î…&W;/E젌¥%&Œ¥
$
U e10!D&0!2I
1&"DDE
&#
æ
S
!

0&;21
#
U
!æ$g
)
™š
)
k&_δ
%
?@Q
^[>0?+(>#/
:â¬
,A
J
7K-
M
I
ª
]$G%K#7IO:!
ËÌ^
>#/
$
­®¯
“
A
$
ª
A
;
&
1`ÞÃÄŞ^$grss}
#
Üû”f !s”
#
›|‹Ÿ­®
A
$
e1&!215Ec0&!1<5
ª
A
;
e0&?;;?Ef0&0D2?
%
·Ê
^[>0?+(>#/
:
]$G%K#7IO:!>#/
›|‹Ÿkî…&
^[>0?+(>#/
:
W;/EŒ¥³´idû
#
-.^;/E‘„M­£
#
Ý?@Q¹ÞÌz\bDˆ
<"&25g
#
Óäid^Ì
̌¥\bU
1&0*
VºXYU­Þ—Z;id^
^[>/.
ÌzŒ¥Ãđ^\b
*
GHI
!
^[>0?+(
%
,A
J
7K-
M
I
%
]$G%K#7IO:!
%
>#/
%
rsg
%
;/E
/JKLM
!
*R2?
!
.<1!
!!!!!!
NOPQR
!
(
!!!!!
NSTM
!
1002:0"5;
$
!01"
&
0":020D:02
>45-
+
RS-:4-1#","01()=Q*M2;5-//:-,!J#".-//=",#1"5#,
6
="!):
J-/)!",1()N"55)1#","0T#
6
(U5)/":41#",8)."1)2),/#,
6
*-1-
UWV4A9:979
L
#
X-+T7:8BI9
L
#
)U-.7:
M
4
#
=/WP7:9A
#
P/(+*7A9:
L
A9
L
"
$
.FAFIhI
M
PAZ$GAF$G
M
$H+GA88%A9K(
L
G$:IE$8
M
8FI@8
#
)$%I
L
I$HRA8F$GA%(
L
G7E4%F4GI.E7I9EIA9K*IEB9$%$
LM
#
PA9NB$4W97QIG87F
M
#
PA9NB$4
#
+A984RG$Q79EI2500!0
#
)B79A
&
>?/15-1
!
,A
J
7K-
M
I7@A
L
I
#
]$G%K#7IO:!7@A
L
IA9KFBI87@4%FA9I$48^[>0?+(
J
G$K4EF8$HFBI8F4K
M
AGIA
797@A*$O98B7
J
OIGI48IKF$EA%E4%AFIA9KA9A%
M
NIFBIE$GGI%AF7$98ZIFOII9^[>0?+(>#/A9K>:
#/$HB7
L
B:GI8$%4F7$98AFI%7FI7@A
L
I879FB78
J
A
J
IG&*BIGI
L
GI887$9@$KI%ZIFOII9^[>0?+(>#/A9K
Z7$@A88@IA84GIK79+A99A9
L
GA88%A9KOA8GIQ78IK
#
A9KFBI9FBIAEE4GAE7I8$HFBIGIQ78IK@$KI%8OIGI
E$@
J
AGIKA9KA88I88IK&*BIGI84%F879K7EAFIFBAF
#
H7G8F%
M
#
FBI$
J
F7@A%@$KI%ZIFOII9^[>0?+(>#/
A9KFBIZ7$@A8879+A99A9
L
GA88%A9K78IC
J
$9I9F7A%@$KI%
$
U e10!D&0!2I
1&"DDE
&#
FBIS
!
QA%4I78B7
L
BIG
FBA9FBAF$H%79IAG@$KI%
#
J
$OIG@$KI%A9K%$
L
AG7FB@7E@$KI%&.IE$9K%
M
#
^[>0?+(>#/BA8
L
$$KE$G:
GI%AF7$98O7FBZ$FB,A
J
7K-
M
I>#/
$
A
$
&
A9K]$G%K#7IO:!>#/
$
A
;
&
79FBI8F4K
M
AGIA
#
A9KFBI%AFFIG
7884
J
IG7$GF$FBIH$G@IG&*BIGI
L
GI887$9I
_
4AF7$98AGIA
$
e1&!215Ec0&!1<5A9KA
;
e0&?;;?Ef0&
0D2?&(9KFBI9E$@Z7979
L
O7FBFBIGI
L
GI887$9I
_
4AF7$9$H^[>0?+(>#/A9K]$G%K#7IO:!>#/
#
FBI
Z7$@A88QA%4I887@4%AFIKZ
M
FBIGIQ78IKGI
L
GI887$9@$KI%ZIFOII9^[>0?+(>#/A9KZ7$@A8879+A9:
9A9
L
GA88%A9KAGI@4EBE%$8IGF$FBI@IA84GIKQA%4I8
#
@IA98FBAF
#
FBIAQIGA
L
I
M
7I%KI8F7@AF7$9AEE4GAE
M
79
FBI8F4K
M
AGIA78<"&25g
#
OB7EB84
LL
I8F8FBAFFBIGIQ78IK@$KI%BA8AZIFFIGAEE4GAE
M
A9K
J
%A
M
8A97@
J
$G:
FA9FG$%I797@
J
G$Q79
L
FBI87@4%AF7$9$H
L
GA88%A9KZ7$@A8879
J
A8F$GA%AGIA&
@)
+
<"5!/
!
^[>0?+(
%
,A
J
7K-
M
I
%
]$G%K#7IO:!
%
>#/
%
)$GGI%AF7$9
%
i7$@A88
!!
8A%&í¹VW¹8A;àFG^I²% T
,
1
-
#
âíW;zKsÌ^I²&
,
!:5
-
#
G@
!"
# ëD`_
!
G!U­Þ—&¬îd^
^[>/.
W;/E¢£Œ¥\bsÙ
ß^8A%&9ˆ
"0
–¢
,
"
-
#
æ4|=P8A%
&
$
9$G@A%7NIKK7HHIGI9EIQI
L
IFAF7$979KIC
#
>#/
&
ABCdY
,
;
-
*
M$P*?a“”ÝG!
^[>/.
8A%&^W¹8A;àFGqæOP¢£‹qñ
µl9?@
,
D:<
-
#
@Ä?@¹º
>#/
:úqr%
&
,
?
-
)
W;/E
,
10:11
-
)
W8A#[Ò;zK
,
1!
-
)
8AÀbª8¿Ub
,
15
-
_%TÃÄŞ^rss
}
*
óôœ™+{^å»
#
Y!¹8A¢£^Þ
—&¬‰ì[^
[((
"
(#U,,
#
^[>/.
#
.R[*
"
#-+-*(*/[
_4™­ž‚Z;
,
1"
-
å».U­
ž‚Z;
$
Í
*^
,
1;
-
#
,A
J
7K-
M
I
#
T47ESZ7GK
#
]$G%K:
#7IO
#
/h[[.
_
,
1D:1?
-
&
qU…Z;
,
!0
-
#
SG
!
^[>/.
Z;^W8A¢£‹³@‹4Á3¢
£Œ¥^\bX-
)
IJÕmU\b;/E¢£
_‹q^;²
*
XU
#
XYÛU­ž‚^ޗZ;
’µ¹8A&’¤
#
kU
^[>/.
ª
+/^ .^
_4™­ž‚Z;8A%&^\bªsِW8A
;àFGÃÄI²^*-…’
*
âGÆ
#
@Äw­-”k»¼­ž‚Þ—Z
;
>#/
1`^Ædz´µÓÛª­¶
,
1"
#
!1
-
#
Ío
,L_
,
!!
-
´µ
+/^ .^
#
.R[*:#+*
ª
^[>/.
Þ
—&¬
#
ÓÛµ<
5
¢Þ—&¬Ý1T7UV8
A_`­ç
)
>#/
˜"OPª${OP_‹q^
Ǽ
*
PII4OI9
_
,
!5
-
‰0—ÆǪ8A%&V
>_‹qk
(#U,,
ª
^[>/.
^
>#/
³´µÓ
Û
#
iG$O9
_
,
!"
-
•³µ
(#U,,
#
.R[*:#-+-*(:
*/[
#
^[>/.
ª
PA9K8AF-*^f
^
>#/
Ý»¼
?@‚^ÆÇ
*
F7
#
9abޗ&¬§£·¸^ÆÇ»
,
!;
-
#
7pdXY
U­Z;îd™_`­ž‚^ޗZ;
#
UW
8A¢£\b^?@¥ÛF
*
Îk4»tu
#
ˆ?@4˜‹“Õ˜êw­‚
“?@
#
XY
,A
J
7K-
M
I
ª
]$G%K#7IO:!
<
!
¢U
­Z;ª¼2r^
[^>0?+(
z:
#
ÓÛG!»¼0
—^
>#/
`^rss}
#
ëkG!
[^>/.>#/
^î…&W;/EWœŒ¥³´id?@
*
‘Ý•
^s}
#
qU;/EÌ£\b^D´g
#
4#‘ö
*-ÄcW¢£V8A^.A
!
‹ŒZ[A&A
!
UVWXY
?@£!˜‹“Õ˜ê4&w
#
£3J!
-
10!`!a
"
10!`?a
#
55`;5a
"
5"`
#
7Wqr
111&1?
S@
!
*
X€w& ˜^Z[
#
?@W¡øU
…™
#
¹Þ•–
5""0@
*
?@—U%©¡¥M
N
#
¹xàÓ#a
#
MNU%
#
$Þú6E
;10&;
@@
#
$ÞM˜
!&5b
#
$rk#Ÿ#þ
1?K
*
W
Â¥ÄU%¢ªU%¤¥¢
$
Ì
1
&#
™FW
‰
;
%¼+,³¯;à
#
<
%¼­®ˆ.ìUzE
#
10
%¼ŸÆ;à
,
!D
-
*
A&B
!
UVab
^[>/.
W¹W‚z:
!
^[>0?+(
z:
ö
^[>/.
^
1:2
‘€·šW¹W‚§£&¬
,
1
-
#
ˆ?@¹Yµî…&
!00?
$
<
%
50
š
c?
%
1"
š
)
!011
$
<
%
D
š
c<
%
!"
šª
!011
$
<
%
!2
š
c?
%
11
š›
5
Ø2#^
^[>0?+(
z:
*
,A
J
7K-
M
I1i
z:
!
,A
J
7K-
M
I
WǕ£lÛ}
²!
!00<
$
<
%
!?
šå
#

22S@
#
­ž‚
D&;@
#
Ý
"00
"
<;09@

;
؅m
,
1<
-
*
ˆ?@
¹YµZ;¿;2`
!00?
$
<
%
50
š^
,A
J
7K:
-
M
I1i
Òz:
*
]$G%K#7IO:!
9…&¬
!
]$G%K#7IO:!

!
!00?
$
10
%
D
šå
#

1D&"S@
#
Ðß÷m
^_`­ž‚
0&;@
#
í!
1
؍Ž
<
؁…÷
m^U­ž‚gvlÛ
#
്Ž§ƒavTË^
£
)
Í
)
õªMõR÷m
#
¥ŽfR
"
Ø÷m
1&<
@
­ž‚^&¬
,
1?
-
*
ˆ?@¹Yµ
!011
$
<
%
!2
š’µ^?@
]$G%K#7IO:!

*

5
¢Þ
—&¬&ÓÛ͹
1
ÁÕ
*
î…&W­£&¬
!
WRv­£&¬±u
!
!011
$
<
%
D
š
c<
%
!"
š³´
*
y¬WÂ
¥^_`­çUJªqr,K
#
Ý?@›3
DD
ئW
1?1
ئ‹
*
¦W3±²´ÊݐW8A
_`­çÓÛÞ=
#
D4y¹Û,mn^¤¥W
*
Ý8AÀÁ=¶gہ^¦WQ3
1
"
!
Ø
0&;
@d0&;@
^¦‹
#
Ý8AÓۛh
)
­ç»Þˆ^
‚3
5
"
"
Ø
0&;@d0&;@
^¦‹
#
ܦJ`
^`Ž»™!
1S@
$
Ì
1
&*
A&$
!
ab§!Ê
èhk
,A
J
7K-
M
I1i
ª
]$G%K#7IO:!
&¬³
´gh,Mîd
#
Fû­®µ
^[>0?+(
#
,A
J
7K:
-
M
I1i
ª
]$G%K#7IO:!
Z;kd^õ÷mªM
õR÷m^W‚
#
ëËÌrd^
>#/

#
­
® ¯ 
^[>0?+( >#/
#
,A
J
7K-
M
I >#/
ª
202
!!
"
!
#
!
$
!
!!
"
]$G%K#7IO:!>#/
*

^[>0?+(
z:^wE
ZÕd
#
Ç
^[>0?+(>#/
4€–Z[^ÿñ
SÎY
1D
šì,Ê¿
,
<
-
^
>#/
º
*
ÁÄË
Ì·¸Þ±Y
(%ZIG8
WÌ¥Z
*
J
A
!
UVW®¬"¨#$%J
X7
L
1
!
P$EAF7$9$H8F4K
M
AGIAA9K79QI8F7
L
AFIK87FI8
v
A
!
=Q*%F;>
#
8-
3
#!R
+
)
¢
V"5:!W#)abœFuP
*AZ%I1
!
A^79EBAGAEFIG8$H^[>0?+(
#
,A
J
7K-
M
IA9K]$G%K#7IO:!
ޗ&¬
,I@$FI8I9879
L
KAFA
_`­ž‚
"
@
.
J
AF7A%GI8$%4F7$9
2`­ž‚
"
K
*I@
J
$GA%GI8$%4F7$9
õ÷m
"
9@
,IKZA9K
MõR÷m
"
9@
IAG:79HGAGIKZA9K
^[>0?+( ;00 1
"
! D!0
"
D20 <"1
"
<2D
,A
J
7K-
M
I D&; ;&; D50
"
D<; 2D0
"
<;0
]$G%K#7IO:! 1&< 1&1 D50
"
D?0 220
"
A&E
!
ýì&¸®þmÿµ
´µ?@Q#–ÜލW^ÿñ
$
;00@
d;00@
&
“?@k‰
#
­®ËÌ
,A
J
7K-
M
I>#/
ª
]$G%K#7IO:! >#/
:¼2 r ^
^[>0?+(
>#/
1`^rss}
#
Yrk¤Æ
$
*
&)
ދy¤
Æ
$
, .^-
&
ªrk¤Æ^TËÆ
$
.
&
krss}³
´sÙ
*
!
e
EV
+
cE
+
E
+
d100g
$
1
&
SJ-Ge
$
$
EV
+
cE
+
&
!
槡 / $!&
-e
$
$
!
+
c
!
c
&
!
/槡 c1 $5&
¬4
#
/
?@W^ñÿ&
#
Ea
+
!
+
Ø
ñÿ^
^[>0?+(>#/
#
E
+
!
+
Øñÿ^
,A
J
7:
K-
M
I>#/
{
]$G%K#7IO:!>#/
#
!
+
!
+
Øñ
ÿ
^[>0?+(>#/
ªU­Z;
>#/
^rk¤
Æ
#
*
c
ÁÄñÿrk¤Æ^¹Þ
*
â¬
!011
$­£W;/ElI&¬
#
·Ê
¼2r^
^[>0?+(>#/

#
x~µî…&
W;/ElI:
^[>0?+( >#/
1`^$
g
)
%&
)
k&
)
9K¬ª™š
;
¢Œ¥
#
ëYn=
³Ð¢-p‹³
,
2
#
!2
-
ÓÛ­¶µ»¼Œ¥^\b
#
´µì Œ¥~×µG!
^[>0?+(>#/

…&W;/EWœŒ¥
*
ÝUG‡»
#
XYU
­Z;^
>#/
:
^[>0?+(>#/
1`^rs
s}idµG!
^[>0?+(>#/
^W;/E
WœŒ¥
#
ë±YÍS«¬kîd·¸³´ÓÛ
­¶
,
1
-
!
1e100d H
­£
cH

"
H
­£
$
"
&
¬4
#
1
¹ÞÌz¤Æ
$
g
&#
H
­£
ª
H

­®y¹Wq­£^W;/ElIªÞ—¢£Œ
<02
!"
# ëD`_
!
G!U­Þ—&¬îd^
^[>/.
W;/E¢£Œ¥\bsÙ
¥Wœ^&
*
B
!
deZKc
B&A
!
()
=Q*%F;>&*WM
Z&3™*+
ýì
å¹
!

#
n=³Ð¢-p·¸¹º
#
Ý
;
¢
Œ¥4%&Œ¥\bìU
#
æ
S
!
ª
$
­®
0&;21
ª
0&DD1
#
Þ,!æþ
"
¢Œ¥
%
, .^-

<20&!<<
#
K!æþ
"
¢Œ¥
*
ÝS † Œ ¥  ¥ ^ G ‡ »
#
* Ë ­ ¶ µ
^[>0?+(>#/
:W;/EŒ¥^&
#
-.
G!
^[>0?+(>#/
^î…&W;/Eì 
δ
$
¹
5
&!
Ue10!D&0!2I
1&""DE
#
S
!
e0&;21
$
;
&
U
¹Õ­£W;/ElI
$
S
L
>]
.
B@
c!
&#
E

^[>0?+(>#/
*
B&B
!
=Q*%F;>&*WM
Z÷K+,
&*WM
-GãK
c
å¹
"

#
^[>0?+( >#/
:
,A
J
7K-
M
I
>#/
#
]$G%K#7IO:!>#/
1`ÞÃÄہ^dr
ss}
$
Ì
!:A
#
Ì
!:Z
&!
A
$
e1&!215Ec0&!1<5
$
D
&
A
;
e09?;;?Ef090D2?
$
2
&
¬4
#
A
$
ª
A
;
­®¹Õ
,A
J
7K-
M
I>#/
ª
]$G%K#7IO:!>#/

#
E

^[>0?+(>#/
*
«¬
$
D
&
ª
$
2
&
^†}&­®
0&<0?;
ª
0&#
¹º
^[>0?+(>#/
:<
!
¢U­Z;
^
>#/
ª{ÝŞ^rss}
*
v
B
!
()
=Q*%F;>&*WM
Z&3™<.ýì
*AZ%I!
!
,I
L
GI887$9@$KI%8ZIFOII9^[>0?+(>#%A9KFBIKG
M
OI7
L
BF$HZ7$@A8879+A99A9
L
GA88%A9K
›|Œ¥
,I
L
GI887$9@$KI%
†}&
S
!
)$IHH7E7I9F$HKIFIG@79AF7$9
ދy¤Æ
SJ-G
,$$F@IA98
_
4AGIIGG$G
rs}&
$
)$GGI%AF7$9E$IHH7E7I9F
$gδ
P79IAG@$KI% 0&"0; %&δ
-C
J
$9I9F7A%@$KI% 0&;21 <20&!<< 0&DD1
k&δ
P$
L
AG7FB@7E@$KI% 0&51; ?;?&1<; 0&;D1
9K¬Œ¥
R$%
M
9$@7A%@$KI% 0&"5D <25&5"< 0&DD0
™šŒ¥
R$OIG@$KI% 0&;;2 ?!0&5<2 0&D11
v
$
!

=Q*%F;>&*WM
n()&3™/0ýìa01
*AZ%I5
!
*BI
J
AGA@IFIG8$HFBI$
J
F7@A%@$KI%ZA8IK$9^[>0?+(>#/H$GFBIKG
M
OI7
L
BF$HZ7$@A8879+A99A9
L
GA88%A9K
›|Œ¥
,I
L
GI887$9@$KI%
›|&ÌËqX-
-8F7@AF7$9A9KFI8F$H
J
AGA@IFIG8
›|‹Ÿ*ËX-
.FAF78F7EA%FI8F$HFBIGI
L
GI887$9I
_
4AF7$9
&
RAGA@IFIG
ÌË
-8F7@AF7$9QA%4I #
S
!
M
%&δ
Z 1&"DD 1"&0"!
0&;21 1?2&12;
-C
J
$9I9F7A%@$KI% A 10!D&0!2 15&152
!!
O
$
$FI
&!
1
&
0&001
#
e1;0
v
E
!
=Q*%F;>&*WM
Z÷K+,
&*WM
-GãKc
*AZ%I"
!
)$GGI%AF7$9A9A%
M
8I8$H9$G@A%7NIKK7HHIGI9EIQI
L
IFAF7$979KICZIFOII9 [^>0?+(A9KB7
L
B:GI8$%4F7$98AFI%7FI7@A
L
I8
U­Z;
U7
L
B:GI8$%4F7$9,.KAFA
Œî‹Ÿ
.7@4%AF7$9I
_
4AF7$9
S
!
rk¤Æ
,I%AF7QIIGG$G
¹Þ
I^A9
TËÆ
.FA9KAGKKIQ7AF7$9
`
-CFI9F
M
,A
J
7K-
M
I
!!
A
$
e1&!215Ec0&!1<50&<0?; 0&0!<< 0&0;<2
,
c0&11!"
#
0&!!"2
-
"D5&5
]$G%K#7IO:! A
;
e0&?;;?Ef0&0D2?0&,
c0&1!5!
#
0&0;"5
-
"??&D
!!
O
$
$FI
&!
1
&
0&001
#
e111
!!
årk¤ÆJÌD‹
$
Ì
!:E
#
Ì
!:K
&#
^[>0?+(>#/
:
,A
J
7K-
M
I>#/
1`^rk
¤Æ
$
,:^
rk¤Æ
&
ó
,A
J
7K-
M
I>#/
^õ,
7ƒK
#
Ü9dŒ¤Æ
%
ã
^[>0?+(>#/
:
]$G%K#7IO:!>#/
1`^rk¤Æ
$
]:^
rk¤
Æ
&
#ºÅ^OP)¡
#
Ü9ÖŒ¤Æ
*
‰Ö‹Ì
D4uß
$
Ì
!:I
#
Ì
!:H
&#
^[>0?+(>#/
:
,A:
J
7K-
M
I>#/
1`^rk¤Æ±²u4Ý
c0&0!
"
0&10
1`
#
7:
]$G%K#7IO:!>#/
1`^rk
¤ÆI±²u4Ý
c0&02
"
0&01
1`
#
s”^÷.
wbªtŸbÞ,!û”
*
‰rs}&q¤Æ­
çu
#
^[>0?+(>#/
:
]$G%K#7IO:!>#/
1
`Ãđ^rsg
#
¹º
]$G%K#7IO:!>#/
‘
„M
^[>0?+(>#/
*
?02
!!
"
!
#
!
$
!
!!
"
J
B
!
=Q*%F;>&*WM
Z
8-
3
#!R
+
)&*WM
¢
V"5:!W#)n-Gãwx
X7
L
&!
!
)$@
J
AG78$9$HFBIE$GGI%AF7$98ZIFOII9^[>0?+(>#/A9K,A
J
7K-
M
I>#/
#
$G]$G%K#7IO:!>#/
B&$
!
=Q*M2
3™*+ýìnúû®Üþmÿµ
­® X Y « ¬
$
D
&)$
2
&
k « ¬
$
;
&
4 ^
^[>0?+(>#/
³´id
#
x~µ4
^[>0?+(
>#/
:
,A
J
7K-
M
I>#/
#
]$G%K#7IO:!>#/
1
`^rs«¬id}&^î…&
^[>0?+(
>#/
:W;/EWœŒ¥
*
G!
,A
J
7K-
M
I>#/
id«¬^î…&W
;/EWœŒ¥
!
U
$
@
10!D90!2I
19"DD
$
19!215E
W
09!1<5
&
$
<
&
G!
]$G%K#7IO:!>#/
id«¬^î…&
W;/EWœŒ¥
!
U
;
@
10!D90!2I
19"DD
$
09?;;?E
X
090D2?
&
$
?
&
¹Y«¬
$
;
&)$
<
&
ª
$
?
&
Wœ-.?@Q¦
J^ ; / E l I ­ ® ¯ “
U
#
U
$
ª
U
;
#
%
^[>0?+( >#/
t
,A
J
7K-
M
I>#/
ª
]$G%K:
#7IO:!>#/
id«¬îdû^
^[>0?+(>:
#/
Wœ-.^;/ElI
*
Ç
U
#
U
$
#
U
;
:­£
;/ElI³´ÓÛ
#
D-»¼Þ—Z;Ì£;
/E2^Ìz¤Æ
#
·¸Í¹
;
ÁÕ
*
ÝÚ,w
­¦J»
#
5
¢Þ—Z;^;/EWœÞK!­
£
#
%ޗZ;^Wœ·¸k­£;/ElI
Þ{Ý=†Ÿb^™Ì
*
æ4
#
t
]$G%K#7IO:!
>#/
idû
#
Œ¥Wœ-.^;/ElIì„M
­£
#
G!
^[>0?+(>#/
^Œ¥ÿ1
#
G!
,A
J
7K-
M
I>#/
idû^Œ¥Ìz¤Æì,
#
kd
^Ìz\bâÿ
<"&25g
#
<5&D;g
ª
*
Ý?@Q
#
ÓÛG!
]$G%K#7IO:!>#/
id«
¬^Œ¥ªG!
^[>0?+(>#/
^δ
#

DÇû”^¹ÞÌz\bU
1&0#
;/E8
1;?&DL
>]
.
B@
c!
*
Ù|7•Ý
5
¢Œ¥4
#
G!
]$G%K#7IO:!
>#/
id«¬^î…&W;/EWœŒ¥\b
ìU
#
Wœì„M;/ElI­£
#
æWœ\b

<"&25g
*
012
!"
# ëD`_
!
G!U­Þ—&¬îd^
^[>/.
W;/E¢£Œ¥\bsÙ
v
D
!
234UVW*+3™¢"¨3™wx
*AZ%I;
!
)$@
J
AG78$9$HFBIK7HHIGI9EIZIFOII9FBI79QIG87$9$HZ7$@A88A9KFBI@IA84GIKQA%4I879FBI8F4K
M
AGIA$H7@A*$O98B7
J
¦‹Q
.A@
J
%I$&
^[>0?+(
;/E
"
S
L
>]
.
B@
c!
^[>0?+(
Z7$@A88
,-
;/E
"
S
L
>]
.
B@
c!
,A
J
7K-
M
I
Z7$@A88
]#:!
;/E
"
S
L
>]
.
B@
c!
]$G%K#7IO:!
Z7$@A88
­£;/E
"
S
L
>]
.
B@
c!
I^A84GIK
Z7$@A88
^[>0?+(
Ìz¤Æ
"
g
^[>0?+(
M
7I%K
I8F7@AF7$9IGG$G
,-
Ìz¤Æ
"
g
,A
J
7K-
M
I
M
7I%K
I8F7@AF7$9IGG$G
]#:!
Ìz¤Æ
"
g
]$G%K#7IO:!
M
7I%KI8F7@AF7$9IGG$G
1 550<&;D 5500&D< 5"20&?! ";2;&!0 !2&D< !2&! 550<&;D 5500&D< 5"20&?! "5 5!;1&D0 5!!<&D0 5"15&2< "5""&00 !;&1; !;&D< !1&"1
" !??<&"2 !?1!&;1 51;?&50 5502&D0 ?&5; 11&?" "&"<
; !55?&?1 !1!"&?D !"?!&;5 5D"0&00 5;&2! "1&D! 51&;!
D 5!5;&0! 5!02&D? 55?2&1" "1D<&"0 !!&5? !5&0; 1<&;0
2 50!1&"? !?"0&?< 51< 5!";&5D 5!!0&25 5"02&;! 50?1&!0 "&?? "&1? 10&!5
? 5!51&!; 5!0!&?" 55?5&5D 51<"&"0 1&"2 0&;< D&;D
10 !""1&!1 !!"!&;? !;?;&;< !;!2&!0 5&"0 11&!D !&21
11 !""1&!1 !!"!&;? !;?;&;< !!1"&"0 10&!" 1&!2 12&!1
¹Þ
I^A9 !?<5&<< !?0!&!2 51"5&;D 5;D0&!5 1D&5; 12&!5 1;&!2
$
!
}~Zd~
µ:U­Z;Ý2`»r¥u
#
ˆ?@¹Y
^[>/.;00 @
· š W ¹ W  ‚ z : ­ ¶ µ
^[>0?+(>#/
:U­Z;
>#/
1`^rs
s}
*
͹
D
ÁÕ
#
;00@
­ž‚^
^[>/.1D
™
Ê¿8A%&z:
^[>15(1
^
>#/
:
,A
J
7K:
-
M
I>#/
#
]$G%K#7IO:!>#/
rsgہ
#
:
^[>0?+(
^
>#/
1`Ãđ^rsg
$
¹
"
&*
ÇG!
^[>0?+(>#/
^î…&W;/
EW œ Œ ¥ d Y !
^[>15(1
^ W œ ¤ Æ 
!1&55g
#
SD4Lj?@ß^id‹³sB.
^[>/.
^
1D
™Ê¿8A%&z:
*
v
G
!
=Q*A$>A&*WM
Z
=Q*%F;>&*WM
#
8-
3
#!R
+
)&*WM
¢
V"5:!W#)n-Gã
*AZ%ID
!
)$GGI%AF7$98$H>#/ZIFOII9^[>15(1A9K^[>0?+(
#
$G,A
J
7K-
M
I
#
$G]$G%K#7IO:!
^[>0?+(>#/ ,A
J
7K-
M
I>#/ ]$G%K#7IO:!>#/
^[>15(1>#/
S
!
e0&?"2? S
!
e0&225! S
!
e0&2;5"
!!
÷mÚb:£3^ÆÇk
>#/
^ËÌÃÄ
ŞZ[
,
!0
#
!<:!?
-
*
^[>0?+(
#
,A
J
7K-
M
I
ª
]$G%K:
#7IO:!
kd^õ
)
MõR÷mmn4
#
Ù|7•
^[>0?+(
^÷mÚbìŸ
#
õ÷m^4A÷à
ìü
#
7æMõR÷m^4A÷àìà
%
Ýõ÷
m
#
5
¢Þ—Z;kd^÷mÚbª4A÷àÓÛ
„M
#
7ÝMõR÷m
5
¢Þ—Z;kd^÷mÚ
bÆÇÛ,
#
]$G%K#7IO:!
Z;^4Aֈ:
^[>0?+(
Z;ۄM
#
,A
J
7K-
M
I
Z;^4Aֈ
I:
^[>0?+(
Z;ÆÇÛ,
*
—’µ^¦b»¼
#
Ü»¼W¥ݼ=÷
m’µ^W¹W‚⻼
#
³7i¶
>#/

Ç
,
!0
#
50
-
*
rk!
,A
J
7K-
M
I
Z;7•
#
]$G%K#7IO:!
Z;_`­ž‚‘U
#
ëÜÏ:
^[>0?+(
Z;^
÷mUV‘rM
#
S
^[>0?+(>#/
:
]$G%K:
#7IO:!>#/
^rss}f !
^[>0?+(>:
#/
:
,A
J
7K-
M
I>#/
^rss}
*
ˆ?@4t
^[>0?+( >#/
:
,A
J
7K-
M
I
>#/
rss}id-.^î…&;/EWœŒ¥
^\bì™
*
æVXD6€4S
!
؋q
!
$
Þ
—Ì;ab=ºÛ:^tu
*
?@ÿñí4
;00
@
_`­ž‚^
^[>0?+(
z:GË~×^
#
å
!
^[>0?+(
#
,A
J
7K-
M
I
ª
]$G%K#7IO:!
Z;_
`­ž‚^ÆÇ»íp&k&
#

,A
J
7K-
M
I
ª
]$G%K#7IO:!
&¬­®I±¦
;@
ª
!@
­ž
‚
*
ÝI±¦žŸ4
#
]$G%K#7IO:!
&¬^_`­
ž‚õ,
$
õw
0&!@
&#
;/E{ÝA™Ì^)¡
#
·¸:`²®_
,
50
-
q
)BI9
_
,
51
-
^·SÂ&
*
7
,A
J
7K-
M
I
&¬^_`­ž‚ƒK
$
ƒw
1&;@
&#
æabOPÓ
]$G%K#7IO:!
,
#
;/E{ÝAUÌ
^)¡
*
%
ޗÌ;’µ2`:Wq­£2`»=
¶Û:^tu
*
ݳ´\bsÙ2
#
å!€Wq­
£&¬^½
#
þk
!011
$?@Q­£^
11
Ø
¦‹J³´µ­¶
#
^[>0?+(
ª
]$G%K#7IO:!
Z
112
!!
"
!
#
!
$
!
!!
"
;:Wq­£&¬^2`=¶gہ
#
ã:
,A
J
7K:
-
M
I
Ì;’µ2`ÄÛ,^ÆÇ
*
:
]$G%K#7IO:!
Z;rÓ
#
,A
J
7K-
M
I
Ì;_`­ž‚Û™
#
:Wq
­£&¬^2`=¶gìÆ
#
/E{ÝÛ,¤Æ^I²X‚
*
UR
#
€?@m
n^½
#
6§Çˆ?@~×^
>#/
rss}s
B.‘,^‚
)
‘›h^WÂ¥4¥Ä¦³=
ý?@
*
€NO
,
1
-
!
^™®
#
^]
#
¨j|
#
_
&!001c!00<
$î…ùWW»
;/E:°øEޗ.<¢£
,
3
-
&
v-
#
!00?
#
1<
$
D
&!
1!:
!!
,
!
-
!

#
¸O
&
45W8A#!=g;zKq˜"OP?@
,
3
-
&
W>-
#
!000
#
;;
$
1
&!
5D:";
,
5
-
!
~ªB
#
(:´
#
}òÝ
#
_
&
Y
[((
M‰lÛ^
(#U,,
ޗB®ÌÌ45^#!=g;zK
,
3
-
&
8/-
#
1??D
#
5<
$
1
&!
5;:5?
,
"
-
!
d0
#
¶‚«
#
–¬&
G!
[((
"
(#U,,>#/
¢£45
‹¤¥V^;à˜qOP
,
3
-
&
8/;<-
#
!00D
#
50
$
5
&!
5D;:52"
,
;
-
!
­Ý5
#
Ò«
#
ÀEJ
#
_
&
»¼XYFGSVޗÌzŒ¥
,
3
-
&
;<-hE
#
!002
#
!D
$
5
&!
55!:552
,
D
-
!
ddu
#
ÀZ
#
(%HGIK$U&
8A%&?@³»
!
‰
(#U,,:
>#/
.
^[>/.:-#/
,
3
-
&
;<-
#
!005
#
!5
$
;
&!
?2?:?<2
,
2
-
!
¨j|
#
UFê
#
T‚”
#
_
&!001c!010
$üwUVW;
àFGޗ.<¢£
,
3
-
&
/&,--
!
EF*-Ù
#
!011
#
"2
$
"
&!
2;:?0
,
<
-
!
^]
#
^™®
#
À®
&
G!
^[>0?+(
z:^W;/Eޗ
Ì̌¥
,
3
-
&
/&,--
!
EF*-Ù
#
!00?
#
";
$
;
&!
2?:<2
,
?
-
!
),
#
m†¯
#
ðz
#
_
&
°÷»@¤¥]‚úqr%&^ޗ
Œ¥qWœ
,
3
-
&
6789?@
#
!010
#
12
$
1
&!
1<:!!1
,
10
-
dD
#

#
dh5
#
_
&
WW»w;/Eޗ¢£Œ¥
,
3
-
&
lŽM‰
#
!010
#
!<
$
!
&!
1!<:155
,
11
-
*4ESIG)3&,IKA9K
J
B$F$
L
GA
J
B7E79HGAGIK%79IAGE$@Z79AF7$98
H$G@$97F$G79
L
QI
L
IFAF7$9
,
3
-
&,I@$FI.I9879
L
$H-9Q7G$9:
@I9F
#
1?2?
#
<
$
!
&!
1!2:1;0
,
1!
-
)R8
#
§;ê
#
¶²
&
W#[Ò;zKŒ¥?@³»
,
3
-
&

v*-
#
!002
#
!"
$
1!
&!
D:!?
,
15
-
¶I]
#
Àôñ
&
G!
>#/
^&wE$WƒPsٌ¥
,
3
-
&
˜W-
#
!005
#
!1
$
i1!
&!
D?:21
,
1"
-
*4ESIG)3
#
R79N$93-
#
iG$O9 ^ -
#
"#*&(9ICFI9KIK
(#U,,<:S@ >#/KAFA8IFE$@
J
AF7Z%IO7FB ^[>/.A9K
.R[*QI
L
IFAF7$9>#/KAFA
,
3
-
&/9FIG9AF7$9A%3$4G9A%$H,I:
@$FI.I9879
L
#
!00;
#
!D
$
!0
&!
""<;:""?<
,
1;
-
+$IFN.3& 4^%F7:8I98$GA9A%
M
878$H>#/
#
84GHAEIFI@
J
IGA:
F4GIA9KZ7$
J
B
M
87EA%QAG7AZ%I8AFA@7CIK
L
GA88%A9K87FI
,
3
-
&
/9FIG9AF7$9A%3$4G9A%$H,I@$FI.I9879
L
#
1??2
#
1<
$
1
&!
21:?"
,
1D
-
³h÷
#
ì´ç
#
ìW
#
_
&,A
J
7K-
M
I
lÛޗZ;N)\b
^­-­¶
,
3
-
&
4…)v*+,--
#
!010
#
50
$
"
&!
102:111
,
12
-

#
(ò,
&T47ESi7GK
ޗ&¬¢£8ARÀb^?@
,
3
-
&
)v*-?@
#
!00;
#
1<
$
"
&!
52;:5<0
,
1<
-
3¿Û
#
]µº
#
¶v÷
#
_
&
G!
]$G%KQ7IO:!
&¬^”·´
‡©W‚8ARÀbÌÌ?@
,
3
-
&
*-+{:aŸ
#
!01!
#
1!
$
!?
&!
2;1;:2;!0
,
1?
-
*BI9SAZA7%R.&/9FIG:8I98$GGI%AF7$98B7
J
8ZIFOII9/h[[.
A9KPA9K8AF:2-*^f >#/KAFA79FBGIIIE$GI
L
7$98$H(HG7EA
,
3
-
&/9FIG9AF7$9A%3$4G9A%$H,I@$FI.I9879
L
#
!00"
#
!;
$
!
&!
5,
!0
-
À©
#
`T)
#
]H
#
_
&
45‹WRA^
U3
Û
>#/
îd?@
,
3
-
&
v-
#
!011
#
!0
$
1
&!
1,
!1
-
Àªº
#
^¸¼
#
ùR–
#
_
&^[>/.
ª
(#U,,
8A%&s
}^?@
,
3
-
&
wˆ,--
!
’¤*-Ù
#
!00"
#
!?
$
"
&!
502:
510
,
!!
-
o,L
#
³¸¹
#

#
_
&
1W
+/^ .^
#
.R[*:#+*
ª
^[>/.
|=P8A%&^ÆÇ­¶
,
3
-
&
¼)v,--
#
!010
#
5!
$
"
&!
2!:<0
,
!5
-
QA9PII4OI9]3>
#
[GGi3
#
A^G8B.-
#
"#*& 4^%F7:8I98$G
>#/KAFAE$9F7947F
M
!
W9EIGFA79F7I8A9K7@
J
%7EAF7$98H$GQI
L
I:
FAF7$9@$97F$G79
L
A
JJ
%7EAF7$98
,
3
-
&,I@$FI.I9879
L
$H-9Q7:
G$9@I9F
#
!00D
#
100
$
1
&!
D2:<1
,
!"
-
iG$O9^-
#
R79Nj93-
#
>7KA9h
#
"#*&-QA%4AF7$9$HFBI
E$9878FI9E
M
$H%$9
L
:FIG@ >#/F7@I8IG7I8 KIG7QIKHG$@
(#U,,
#
.R[*:#I
L
IFAF7$9
#
.IA]7X.
#
^[>/.
#
A9KPA9K8AF
-*^f 8I98$G8
,
3
-
&/---*GA98AEF7$98$9+I$8E7I9EIA9K
,I@$FI.I9879
L
#
!00D
#
""
$
2
&!
12<2:12?5
,
!;
-
]–]
#
¶‚«
#
(–Q
&
W8AÀb^9abޗ:­W£
E‹³Ér
,
3
-
&
WÇ*-³»
#
!005
#
1<
$
1
&!
<;:?5
,
!D
-
]H
#
¨j|
#

#
_
&
î…ùøŽ<.!
4
È»øù²-TÔ
,
3
-
&
v*-
#
!011
#
!<
$
"
&!
D"<:D;;
,
!2
-
.F$9I^&)G$88:QA%7KAF$G
M
EB$7EIA9KA88I88@I9F$H8FAF78F7EA%
J
GIK7EF7$98
,
3
-
&3$4G9A%$HFBI,$
M
A%.FAF78F7EA%.$E7IF
M
!
.IG7I8
i
$
I^FB$K$%$
L
7EA%
&#
1?2"
#
5D
$
!
&!
111:1"2
,
!<
-
+A%QA$P.
#
#7F$GI%$/
#
R7NAGG$^(&(9AKI
_
4AFIZA9K
J
$87:
F7$979
L
F$I9BA9EI>#/E$9FGA8F8A@$9
LL
GII9QI
L
IFAF7$9
#
8I9I8EI9FZ7$@A88
#
A9KFG$
J
7EA%8$7%8
,
3
-
&/9FIG9AF7$9A%3$4G:
9A%$H,I@$FI.I9879
L
#
!000
#
!1
$
?
&!
1?;5:1?D0
,
!?
-
*I7%IFR^
#
iAGSIG3P
#
A^GSBA@iP
#
"#*&,AK7$@IFG7E
EG$88:EA%7ZGAF7$9$HFBIPA9K8AF:2-*^fA9KPA9K8AF:;*^
8I98$G8ZA8IK$9FA9KI@KAFA8IF8
,
3
-
&,I@$FI.I9879
L
$H-9:
Q7G$9@I9F
#
!001
#
2<
$
1
&!
5?:;"
,
50
-
`²®
#
ÀÜT
#
À¼{
#
_
&
XY»¼­ž‚lÛZ;^
>:
#/
&¬ÌÌúqr%&
$
P(/
&,
3
-
&
;<-
#
!00D
#
!D
$
11
&!
5,
51
-
)BI93^
#
RAQ%7E+
#
iG$O9P
#
"#*&>IG7QAF7$9A9KQA%7KAF7$9
$H)A9AKA:O7KIE$AG8I:GI8$%4F7$9%IAHAGIA79KIC@A
J
84879
L
B7
L
B:GI8$%4F7$98AFI%7FI7@A
L
IG
M
A9K
L
G$49K @IA84GI@I9F8
,
3
-
&,I@$FI.I9879
L
$H-9Q7G$9@I9F
#
!00!
#
<0
$
1
&!
1D;:1<"
$
%&(
!
,-.
&
!12