A Spatially Distributed Vegetation Model Considering Land Cover Changes

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    C`aqi Ioe# Bmhkiqh Faa# Eyqhkiymmh Faa##

    ,Tamqf H`romh`f Qhoza~tory#

    -Iaoeyqhk Qhoza~tory##

    & Im~a`/

    01 Mdrmna~ >707

    @ tw`r o`ffy botr~ onqrab zakar`romh embaf

    dmhtoba~ohk f`hbdmza~ dl`hkat

    Admhmeodt mj Dfoe`ra Dl`hka `hb Fm{ D`~nmh K~m{rl Tr~`rakoat oh Hm~rla`tr @to`

    ^awqnfod mj Im~a`t >hb H@ROMH@F [M^ITLMW

    01 Mdrmna~ >707

    K~`hb @en`tt`bm~ Tamqf& Tamqf& Im~a`

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    0( Ohr~mbqdromh

    >(Mncadrozat

    4(Earlmbt

    2(^atqfrt

    1(Botdqttomh

    Dmhrahrt

    >-2>

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    % OWDD Jmq~rl @ttatteahr ^awm~r 3Ort da~r`oh rl`rlqe`h `drozory ot e`oh j`drm~ oh dfoe`ra dl`hka

    % F`hbdmza~ dl`hka `jjadrt 3

    nomboza~tory& DM> aeottomh& do~dqf`romh mj d`~nmh% Kfmn`f {`~eohk Admtytrae[a eqtr dmwa {orl kfmn`f {`~eohk `drozafy(

    Oh a|otrohk trqboat&^ata`~dla~t mhfy dmhtoba~ab ahzo~mheahr`f afaeahrt,tqdl `t jm~atr w`rra~h / {orlmqr lqe`h `drozory(

    O h r ~mbqd r omh

    4-2>

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    Mncadr ozat

    % Wmrahro`f botr~onqromh mj Wohqt bahtojfm~`&

    Pqa~dqt Tww(& @fwoha Wf`hrt `hb Aza~k~aah N~m`b%

    Fa`zab Wf`hrt

    % Ohra~k~`romh mj f`hbdmza~ dl`hka ny lqe`h `drozory`hb jm~atr w`rrah ny dfoe`ra dl`hka

    % W~abodromh mj

    tahtoroza jm~atr zakar`romh oh dfoe`ra dl`hka

    2-2>

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    Zakar`romh E`w

    mnr`ohab ny qtohk `a~o`f wlmrmk~`wlt `hb joafb tq~zayt&

    n`tab mh n`tod ohjm~e`romh tqdl `t f`hbqta ard(

    botwf`yohk rywod`f wf`hr dmeeqhoroat oh rla ~akomh

    tq~zayohk wa~ombt 3 0?

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    Zakar`romh E`w

    Bmeoh`hr Dmeeqhoroat

    Wohqt bahtojfm~` Wohqt bahtojfm~ ,0/

    Pqa~dqt Tww(Pqa~dqt `dqrottoe & Pqa~dqt foah & Pqa~dqt bahr r & Pqa~dqtk~mttata~~ r & Pqa~dqt emhkmfod & Pqa~dqt ta~~ r & Pqa~dqt z`~o nofot ,;/

    @fwoha Wf`hrt

    @noat lmfmwlyff & @noat im~a`h & @noat hawl~mfawot& Narqf a~e`hoo& Narqfwf rywlyff & Aewar~qe hok~qe z`~( c wmhodqe& Cqhowa~qt dlohahtot z`~(t`~kahroo& Cqhowa~qt ~okob & Wohqt im~ oahtot& Wohqt wqeof & ^lmbmbahb~mheqd~mhqf rqe z`~( dofo rqe& R`|qt dqtwob r & Rlqc im~ oahtot& Rlqcm~oahr`fot F( ,02/

    Aza~k~aahN~m`b%Fa`zab

    Wf`hrt

    D`tr hmwtot dqtwob r z`~( toanmfboo& D`tr hmwtot dqtwob r z`~( rlqhna~koo&D`eaffo c`wmhod F(& Dohh`emeqe c`wmhodqe& B`wlhowlyffqee`d~mwmbqe& Af a`khqt e`d~mwlyff & Ofa| ohrak~ & Forta c wmhod & E`dlofqtrlqhna~koo& Pqa~dqt `dqr & Pqa~dqt ey~toh`ajmfo ,00/

    Earlmbt

    :-2>

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    Earlmbt O

    Kaha~`f Do~dqf`romh Embaf ^akomh`f Dfoe`ra Embaf

    DDT^%HOATDKDE>

    DTO^M%Ei>L`bDE4

    HOAT%^@ET

    ;-2>

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    Earlmbt O

    Tr`rotrod`f `h`fytot

    ,Fmkotrod-D@^R/

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    Earl mbt OO

    F`hbdmza~ E`w

    J~me [`ra~ E`h`kaeahr Ohjm~e`romh Tytrae ,[@EOT/

    % `h`fysab ny qtohk F`hbt`r t`raffora oe`kat

    % rla ya`~ mj h fytot 3 0?;1& 0?

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    J~me Eohotr~y mj Ahzo~mheahr

    % `h`fysab ny qtohk F`hbt`r t`raffora oe`kat

    % rla ya`~ mj `h`fytot 3 f`ra oh 0?

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    ^akomh`f dfoe`ra embaft

    d`fdqf rab ohrm >7ie k~ob qhort qtohk F`ena~r W~mcadromh

    ohdfqbat w`~ro`f C`w`h `~a`t ,`nmqr >&177>&177/

    qtohk OWDD T^AT%@> tdah`~om oh DM> aeottomh tdah`~om

    @za~`ka raewa~`rq~a oh Taw(& >077 @za~`ka w~adowor`romh dl`hka oh Taw(& >077

    Earl mbt OO

    00-2>

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    Earl mbt OO

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    Zakar`romh e`w Pqa~dqt Tww(

    Pqa~dqt Tww( ^`hkat Ea`ht

    @~a` 47(2 !

    Afaz`romh ,e/ 0x0&:20 17?(4

    Ea`hraewa~`rq~a ,/

    >(7x01(? ?(7

    Rmr`fw~adowor`romh ,/

    ?;4(:x0&?

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    Zakar`romh e`w @fwoha Wf`hrt

    @fwoha Wf`hrt ^`hkat Ea`ht

    @~a` 7(>: !

    Afaz`romh ,e/ 2(0

    Ea`hraewa~`rq~a ,/

    0(>x01(? 1(;

    Rmr`fw~adowor`romh ,/

    0&70?(>x0&

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    Zakar`romh e`w Aza~k~aah N~m`b%Fa`zab Wf`hrt

    Aza~k~aahN~m`b%Fa`zab

    Wf`hrt^`hkat Ea`ht

    @~a` 7(0: !

    Afaz`romh ,e/ 0x:>: 0?;(2

    Ea`hraewa~`rq~a ,/

    07(?x0:(4 04(2

    Rmr`fw~adowor`romh ,/

    ?:7(

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    ^atqf r t O

    W~abodrab ,>720x>717/^DE

    W~abodrab ,>720x>717/2 KDEt

    0

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    ^atqf r t O

    ^`rom ,!/

    Em~a

    ^abqdab0;(1

    ^abqdab 4>(>

    Hm dl`hka 2?(:

    A|w`hbab 7(:

    Em~a

    A|w`hbab 7(7

    0?-2>

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    ^atqf r t O

    Pqa~dqt Tww( 9 DO& BAE& Reoh

    Toeqf`rab ,0?;0x>777/^DE

    Toeqf`rab ,0?;0x>777/2 KDEt

    >7-2>

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    ^atqf r t O

    W~abodrab ,>720x>717/^DE

    W~abodrab ,>720x>717/2 KDEt

    >0-2>

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    ^atqf r t O

    ^`rom ,!/

    Em~a

    ^abqdab1(;

    ^abqdab :(?

    Hm dl`hka (>-2>

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    ^atqf r t O

    @fwoha wf`hrt 9 [O& BAE& Rrmr`f&Re`e

    Toeqf`rab ,0?;0x>777/^DE

    Toeqf`rab ,0?;0x>777/2 KDEt

    >4-2>

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    ^atqf r t O

    W~abodrab ,>720x>717/^DE

    W~abodrab ,>720x>717/2 KDEt

    >2-2>

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    ^atqf r t O

    ^`rom ,!/

    Em~a

    ^abqdab0(1

    ^abqdab 0(?

    Hm dl`hka ?:(7

    A|w`hbab 7(:

    Em~a

    A|w`hbab%

    >1-2>

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    ^atqf r t O

    Aza~k~aah N~m`b%Fa`zab Wf`hrt 5 7(:174 DO 7(;?2? Reoh

    Toeqf`rab ,0?;0x>777/^DE

    Toeqf`rab ,0?;0x>777/2 KDEt

    >:-2>

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    ^atqf r t O

    W~abodrab ,>720x>717/^DE

    W~abodrab ,>720x>717/2 KDEt

    >;-2>

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    ^atqf r t O

    ^`rom ,!/

    Em~a

    ^abqdab7(4

    ^abqdab 7(4

    Hm dl`hka

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    ^atqf r t O

    ^`rom ,!/

    Em~a

    ~abqdabK~`ba 0 >( 4(4

    K~`ba 4 01(7

    K~`ba 2 44(?Hm

    dl`hkaK~`ba 1 42(>

    K~`ba : 1(:

    K~`ba ; 2(?

    K~`ba < 7(>

    Em~aa|w`hbab

    K~`ba ? 7(7

    >?-2>

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    ^atqf r t O O

    B~ozohk j`drm~t mj f`hbdmza~ dl`hka

    afaz`romhBotr`hda j~me q~n`h

    `~a`tDm~~af`romh {orl

    dl`hka wmttonofory

    rmr`f 7(40?< 7(0: 7(20:?

    Q~n`h 7(0127 7(07;; 7(:0:4N`~~ah 7(>44; 7(7;:7 7(0;0>

    [arf`hb 7(0::1 7(74 7(>7:?

    K~`ttf`hb 7(7;11 7(720; 7(>?>1

    Jm~atr 7(0;:4 7(0>?: 7(0?>7

    @k~odqfrq~a 7(;< 7(::0? 7(;;4?

    47-2>

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    Dmew`~otmh nar{aah ~atqfrt `hb [@EOTt

    [@EOT,>777/W~abodromh

    >7?7t

    ^atqf r t O O

    40-2>

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    w~abodromh

    [@EOT{`ra~t q~n`h N`~~ah [arf`hb k~`ttf`hb jm~atr `k~odqfrq~a rmr`f

    [`ra~t 0>&>7& 01&70< 02&:27:

    Q~n`h :&>22 >&14; >>&7:7;

    [ar f`hb >7&27: 0&??: 02: 0?&>4< 1:2 2&:&7;7 :>&14? 00&2?1 ??&:00 20:&12; 0&;7;&1:> >&14:&

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    B~ozohk j`drm~t mj f`hbdmza~ dl`hka

    afaz`romhBotr`hda

    j~me ~m`btBotr`hda j~meq~n`h ~a`t

    Dm~~af`romh{orl dl`hkawmttonofory

    Dm~~af`romh{orl foeort

    Rmr`f 7(>;;? 7(0; 7(4444

    Q~n`h 7(0>?> 7(07;7 7(0> 7(7>;7 7(0?>> 7(0721

    K~`ttf`hb 7(72?4 7(7:>7 7(7;14 7(>04; 7(74;7

    Jm~atr 7(0?2 7(>7;? 7(>>0> 7(0

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    F`hbdmza~ dl`hka `hb w~abodromh embaf

    oh Im~a`h wahohtqf`

    0?7?7t;0(4!

    ^atqf r t O O

    42-2>

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    Dmew`~otmh mj f`hbdmza~ nar{aah 0??7t `hb >7?7t

    0??7t >7?7t

    `~a`,/ ~`rom,!/ `~a`,/ ~`rom,!/

    [`ra~t 2(7 0(2 2(7 0(2

    Q~n`h ;(0 >(2 0?(1 :(:

    N`~~ah 2(2 0(1 ?(1 4(>

    [arf`hb 7(: 7(> 7(2 7(0K~`ttf`hb 02(7 2(; 04(4 2(1

    Jm~atr >7:(< :?(; 0?2(0 :1(2

    @k~odqfrq~a :7(7 >7(> 11(? 0?:(< 077 >?:(< 077

    Oh rla w~abodromh ~atqfrt& N`~~ah& `k~odqfrq~a& k~`ttf`hb& jm~atr ,oh rlot m~ba~/rq~h rm q~n`h `~a`(

    ^atqf r t O O

    41-2>

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    Bazafmweahr mj w~abodromh embaf oh zakar`romh botr~onqromh

    dmfmhy apq`romh

    Wohqtbahtojfm~`

    ,K0/

    %0>(72;:%7(771>0BAE%>(:00:eohRBAD)0(;?:?e`|RJAN)7(>042WC@H%7(4:?0`zkR@W^

    Pqa~dqt

    Tww(,K>/%1(4:;0%7(77272BAE%>(>4)AK4

    W05AK0-TQE& W>5AK>-TQE& W45AK4-TQE& W250-TQE

    df`tt e`r~o| 3 OJ W08W> * W08W4 * W08W2 RLAH Wohqt bahtojfm~`50

    df`tt `ddq~`dy 3 :4(:!

    ^atqf r t O O

    4:-2>

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    W~abodromh embaf mj dq~~ahr zakar`romh botr~onqromh

    w~abodromh `drq`f zakar`romh e`w

    Rla dmfmhy

    mj m`it

    @fwoha * Tqn`fwoha

    Aza~k~aahn~m`b%fa`zab r~aat

    Rla dmfmhy

    mj wohatRla dmfmhy

    mj m`it

    @fwoha * Tqn`fwoha

    Aza~k~aahn~m`b%fa`zab r~aat

    Rla dmfmhy

    mj wohat

    ^atqf r t O O

    4;-2>

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    W~abodromh mj rla w~atahr W~abodromh mj rla jqrq~a

    Rla dmfmhy

    mj m`it

    @fwoha * Tqn`fwoha

    Aza~k~aahn~m`b%fa`zab r~aat

    Rla dmfmhy

    mj wohatRla dmfmhy

    mj m`it

    @fwoha * Tqn`fwoha

    Aza~k~aahn~m`b%fa`zab r~aat

    Rla dmfmhy

    mj wohat

    ^atqf r t O O

    W~abodromh embaf mj zakar`romh botr~onqromh

    oh Im~a`h wahohtqf`

    4

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    W~abodromh mj rla w~atahr W~abodromh mj rla jqrq~a

    Rla dmfmhy

    mj m`it

    @fwoha * Tqn`fwoha

    Aza~k~aahn~m`b%fa`zab r~aat

    Rla dmfmhy

    mj wohatRla dmfmhy

    mj m`it

    @fwoha * Tqn`fwoha

    Aza~k~aahn~m`b%fa`zab r~aat

    Rla dmfmhy

    mj wohat

    ^atqf r t O O

    W~abodromh embaf mj zakar`romh botr~onqromh

    oh Im~a`h wahohtqf`

    4?-2>

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    0??7t >7?7t Dl`hka~`ra,!/`~a`,/ ~`rom,!/ `~a`,/ ~`rom,!/

    Wohqt bahtojfm~` ;7&: 21(1 4>&>44 14(> 07?&

    @fwoha*

    tqn`fwoha Wf`hrt 41&01< 01(4 2& >(> %?&;1; 077 >01&;7> 077 %:(0

    W~abodromh embaf mj zakar`romh botr~onqromh

    qtohk f`hbdmza~ dl`hka

    ^atqf r t O O

    27-2>

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    Botdqtt omh

    Nad`qta mj a|w`htomh mj q~n`h `~a`&

    or ot w~abodrab rl`r :! mj ~abqdromh oh jm~atr `~a`t

    atwado`ffy&

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    @ tw`r o`ffy botr~ onqrab zakar`romh embaf

    dmhtoba~ohk f`hbdmza~ dl`hkat

    Admhmeodt mj Dfoe`ra Dl`hka `hb Fm{ D`~nmh K~m{rl Tr~`rakoat oh Hm~rla`tr @to`

    ^awqnfod mj Im~a`t >hb H@ROMH@F [M^ITLMW

    01 Mdrmna~ >707

    K~`hb @en`tt`bm~ Tamqf& Tamqf& Im~a`