Calculs parallèles pour le traitement des images satellites
Texte intégral
(2)
(3) "! !# $ % &' ()* +,.-'/0*0 2+ 1434/+5.34687:98/+;-=<> +? 68@+,<6A+CB+5/*DE3F / * G' H!IJ@K
(4) LM* N O&
(5) PQR> !O!S !##TNU VXW +2% -=+ YZ\[^]XZ^_`badc e#]gfa?hi]kj\l\a4l\a B8=m S
(6) n' H!I +, m! K
(7) N !o Td'4^
(8)
(9) p/q rK Ts4 m\ !O @K'Lt N #&' j\[E`beO`b]kal\a4fjvuwZ\]yxj\`be#Z\c.l\Zzd`bZ\]kj\fa4l\a{
(10) |}cuZ\]yx~j`beOd[^al\aZ\c Yr]a ac*`S}a aXa` Z\[i`bac*[^avYr[_fe#[iaxac*`fa k*\r \pii?ii .g ,¡'¢gg¡¤£M¥g¦b¥g¦M§¨ ¡©ª}k« v¬ig\®b¯ gi°ªyª±ª©²?±4³}ªª. ´ k¬ªv²gª}µ¯ ¶·«¸¹¦tº°»,§¡¼i½³\ ´ \ª4^±4±^¾²'¿ÀÁ\±(Âb^±Äà ?²« .^ivÅ\\£MH\k¬4Æ,ÇÈÉdÉÊËÌͨ\ikª .^i,ik³\ Î Ï#ÐQÑ'ÊiÒ .^i,¡µik ÓËÏOÔQÕÍ ¨\ikª .^ivÖ? ×ÔQØ ÊËÒÍ Ùià ²\ª .^i,§k¬ ÚgÇÛÊ Ë ÔQÜ .^i,º.à \k² ÝÏ#Þ*ÈÕ.
(11)
(12)
(13) .
(14)
(15)
(16) . i
(17) ²\k£ k±k¬,^ª^iª¬k\'ª}d §ªiE.\ ¸\\M ¯ ^® \Í*à ½i¶±\ªQ« Åk±½¬¤ª^iª'²'¿ ^½²°±·k\ª¶'ªª¶^iª±4¤ÂM\±\Íy\ii¿ \®
(18) !k±ª"\i¬i ²?±4®°¯ \½# ½i$ iM& ¯ %i¦b±¿À^ªª¶^' ik}ikª©Ã ª¤^\ª±F^\ªy^©Ã ³^\i²(JªÃ ( ªg¯ ±4à ª}i²( % ^i¬\ª ¸^ª¶\k² * )'¦tÙ '+ ¯ ¿ ¤¬^±4±i¬nà ±4Eª}µ¯ ¶\,Í kk±k¬nª¶^i8³\i- i ¿ 'EA&¬ \ª¶ ©ª i^ª¬^ª}k ¤Aà X¯ ÂI®J½~ià ³^i¬i\ªÁiªg±4ªyµi. iª²©Ã ª¶i² / %Å ¿ Qi ià \kª¬i ¯ kn¸^4kiiAd\0¬ i1 w¿ \kª}®³·Aà ±F^2 k\G¸i² \ª4²A^i³F±F\Í ,^3Í )' 45¬\/Í 6,\²ª?\i¶iªÃ µ\i % .7 s7Í 4¿À^& iA°iiHii°°k¶^i°² .³ik^4¦t±4³\² 2 )'¦tÙQÍ¢ i¬ 8 Í
(19) Å^¬ i\ªgª ?²iÁ8Å\\£MH\½¬\Í^²i\ª¬½ª}i^ª©}8ÁS½J±Fªiiª©ªy\ª?9 \Âb^\ª©ª\(Âb^ª8y % ´ g+ ± ±\'Í °ig}^& i°¸ªª?³^½^g²°±4ki±\ª^8² ´ §¢¼ª² 8H¦bG&Í i: i °\già ª i°²H\k\i\ªg²}¸kà i- ^i4\kª¶²'¿Àª}ki^ig\i9 Á S®ª}k°¬Ji ²~iª}k; \Ei( %H?®?±\1 ?<>= < §¤A @rÍd^\ªÄà ±F³i^8à ² )'¦MÙQͤG²iÁi ¯ ±H\¤Ã \ͤ^(}iS½p±^ ¬wµiy i$ ¿ \ JA ^®ª\k §¨v¦M ²b¿ »,i\kªB à )=\^2 C&%*Å\4²g²kD SiE ¿ F \i¬^U\ià ¬y~à °¸k^iXªg ¿ \G± iJi¬ ÂM\±J®G i~i^iv"d\^i©ª}½^i à % )¤?¯ \i¶bHÍ k±½¬,\kª¬i ¯ k±Fª IrA iFª ´ iJ² i^ª ² ±©}¸^kªQ² \i k\ i² \ªg,²ik°±\,²F±(ª}µ¯ ¶ % Ùà k^²G i¹¬^^i^v}i¬ª,¬µi ?²i¬ª^\ª,i Âb\ii¬wµ¤Ã ²Ã K Si % d\n¯ iÁrÍ*±4F kg}i?7 L S¿Àg°®ªª}\¸k^Mª \i²nvª^©ii² & % Å°k±k¬4\i1 )'\k°¸^¶^²gÂM¬~iÁRà ki\ 'i}¶±^ª} i?²Xb¿ ² ±iª} £ ª^Í ®Ji¶3 Si ´ ²,ii8}^½ªª¬µi. i4\i²n à % §¤A @rÍ k°k±k¬°i\±ª.kÅ\£MH\k¬°µ¶k8ª?¡µikÙk\Q^d\Jv¬¬iª à ²'N¿ ª}k\¸^kª½²±4vª}µ¯ ¶\Íi7 Si©ª^iQ\iª}k±G± kQ² O ½k\ÍdÖ,\·¨! kªdÍ §¤k¬¡vµÃ k^ ª?º.à \½²A¥,² P% Å*¿ 'i4ià °\kª¬i ¯ k4iº.à \k²'Íi³Ã \\³^i9 QÂb^±4ª¶¬7 Rd\;¬ SibÍ*4¬\ ¸^ª^E à ª?à E^à 'i% I±ªÍ4²ik±½¬±F\ª°ki\ªX²4² k\ªA¯ ik³~.³^iªÍ'±F^E²J½¬ªg²4ªyµr¯ % ¦bEĬ^³A^ľÂb\E²"±F8ÂIk8¬^A @r\i¬ª8±¿ n½(^i}Eª}iªp¸i² \\ª(¬~ªyk\ ²ib¯ ½°\à ( %*¦b8ª^' k^k©ÂMª ½i\²'¿ i³^\i²ªªª^ (¯ b¿ d \i¬±F\ªg²4±,ª}d iSÁ % H?ykª^iªÍi4}8²©Ã \^g¾¬J±(ª ii°\±F¬®3 Siµi}à \½¬wµiK iT i(¬^ª}k ,à Âb^kª±F\ª 4¯ ±4(±\ª ®ª^8ª~¯ b¿ ¬¬i±4i¶±ªg²g¬ªªgª}µ¯ % ¥Q\\^ͬ\¿À¶ªª±i^/%U%%.
(20)
(21) )¿ à ª}i²,^à à ?² \i©¬ªª¶?ª}µ¯ ?±ª©kª¶i4²iÁ8²^±4i¶¬ª @,iÍ k^k²ªi¬ªÍ i?i\ª¤JX³Ã \\³\ª©b¿À i±4ªK i% §(=ªdÍg¬i\ªÁiª²,¬,ª}d *ª©²?¬^i¬\i,¬µ5 i ¬^±4ib¯ ª²,ª}ª±ª\¶ ¯ y©±4³\¤}ªª\\ª©²,°k¬^i¶ª}i¬ª^(ª}k²±i^£ i~¯ ,i}}ª^²ª¶ii k¬^iª¶ªyà (% ª}dSv²^i¬¤ÂI®ªQb¿À!7k ªQ²'¿ i©¬^^¤Ã ª^ à ªyk\ªg¬gX²Ã \½ª±ª²g³Ã \\³\g²X ¿ §Ã ¬\~ v^±(°Ã kkX²T) \i/%. v^i°ki\ii?²'¿ i8\kªÍ*\}à }ª^U²'¿ .³\^½ªyµ±²Ak¬^iªyi¬ª^Eª}k²±i^£ i ²"kyÂAn¯ \kª¶J2²'¿ U¬^i²'¿À±4³\X}ªª\ÍQª°²'¿ \iªykA\kªdÍij\^kª}µ±8\ ¯ ² iyyª^IJ8ªi4d\¬4ªÁiª}k%Q©°ªyd \iÁEÂb^\ªX²^i¬\°n¯ iik8²^±4®Ji²8b¿À£ Âb^±4ª¶. iª Si.p\¶}à y±\Í©Hi^GªÃ ià \¬^iK iª4Hª}µr¯ ²'¿ J±(³\( %»,i¼Ã ª}i² ±Äà ª}µi^²³\K Sinii8³·Ã ¤Ã 4}³\^kª}µ±F~²Eª}\i½Â ^¶±4ª^.³Ã ^±Äà ª}kK i4²4±4³\(ª à ³i±\ªià ªSà % ¢gni\n à i\ªbÍi^i ½^\¶^i ¸^v¬wµ¬E²g³\^kª}µ±F ¸^k²©Ã ª?^½$ SiX¬8ª ½ªi\ªÍ² gà ½\ªQ^iª±}®ª^iik³\¶±ªª}\ªQ²·\±Äà ^ª^iQXª±Q²©¬^±4iÁiª à ª²^i¬X²°ª±(i²°¬¬iÍi1 Sig²,¬wµiÁ²'¿ ^iª?¬¬iªJ½°^i\\ª,\±Äà ^kJD ª à ²ià }iª}ª¶Í ¸\\ª¤ª}¯ ii?² \i©²^±4®Ji,¬^±4±F2^^(ªÃ ^à \¶¬^iKSi% ´ \i?¬®² k©² \®yà }±F\Í i^iiiiÂbi¬¶^i}¤©ª}ªÃ ³\²g¬^±4±i¬ª^i©ª©²'¿k à Si ³\,²©¬wµ\½³\ ii \: ª ª}k8± °iSki°ª¶J½°n±Akª²4±4®¬wµiiA\¶ ¯ ( %§U¬^±4\\ª i\k! ib¯ ±d\¬,¬iÁ4²© à g¯ ªyªÃ ² iXªªÃ ¶ª}k\Íii^i©^±4±©\kà gg¯ X¬^i¬i^9 ¿ ´ à i ¶³\g²©¬wµk³\²k³ à ©²^à 8à ªyª^yà  à Aig¯ ª^iª¶?\iª}kvª¬wµiKi% ?iiÍ&i b¿À^Xi¬² \ig\½ªi^^2\ª}µ¯ \Íd ¿k à i ³²¬wµk³\i;ª ª}k ¸^k²©Ã Á¬ª±ª ²©?+ ± ±±(\i ¯ k %g°¸iª²^i¬\i. ig+ ± ±ª}¶ªÃ ³y'¬² à kª³\^kª}µ±F( % §¤A @rÍ ià ª}i²ª}µ¤Ã ^kK Si©²2¬^±4iÁ^ªÃ ²b¿ ³\ikª}µ±?\¶ ¯ ?²i^(ªÃ ià \¬ii. iiii¶±ª ²n²©Ã ² ik.Jª8¬}à 8J ri
(22) ¬ \ªn  ^¶±4\i¬8ª4²^i¬n²'¿ ª±8 k^½¹iiT± ½n² ki¬k,à ¬}®J½?^v! iªi©g±½°tÂb^±4i¬? i\ig^v8iG± i¬^i ²°²ià (% ´ XÁS¤Ã k±ª}ª^i4±¤Ã °}X² à kª4±4¬µiiF ¯ Í¥\\ÁͶH¡ ´ ^Äd ¡ §Ui^i¸±ªªª²và k @ ¸^¬^±(^kª¶±\ª²gi\³\ikª}µ± ¯ ©ª²¬^A @r¶± 8¬¬ªS à % 7 T¼m\!® T «©¢,³\^kª}µ±F.iG\ ¯ \Íi^ ªÃ ià \¬ii.i\Í4à i³ ²H¬µ\k³\Í\^¶Hª }ª ®ª¶±\ªv²'¿À±4³\\Í\kª¶ª¶ii±\ªgk¬ªÃ k\ͶSª}µ¯ ¶?²'¿À±4®³\%.
(23)
(24)
(25)
(26) v¡ µi°ª}i²kª².ª}µigÙµi².ª}µigiª,JEkª^Eª©F8k^k
(27) ²¶ªi¬ªg¬\ª @ ¬4²i±4i ª}µª\k4³\\³\H\i²H¬^±(iªX¬i¬%·¦ti²²'ͪ}µi4¬i\ªÁiª°®Âªyµi©^$8¾~ª¶n²³^Ĭ^±(iª¶ ki¬i³°igÂ'\ ªi\A ^iª}®ªª,±4³\dͳ\\i³gÂMk^± ª}µi©ª}µ½²±i^'k¬^i¶ª}i¬y£ ª^(ªª}µi,^}K ª^¾Âª}µigkª}½²A³^½^i²( %¡µi ©^$ 8µ©ª}µi(±4i²H2ª}k^i³¬i^¶ª^ ª}µ¾ª}µig²\kª}±F\ª®Â³\\\³\ªªyµi §Ã ¬\~ v^±(°Ã kkX )=\^/% F½^\¶4^E^i4²\Í
(28) ª}µiA\®K ª^ÄÂ\.³\^kª}µ±  i,ª}µk²±i^k¬^i¶ª}i¬y£ ª^ÄÂ,ª}µinkyÂgÂIki± .¬^iEÂ?}ª¶ªEJ±(³\Í\i²G^Ä\i\ªyµi°¶²\Í©.\?³\ikª}µ± ª iy. ªÁiª}k²E³^k^i²' % ¡µi ©^$ 8?\½gª}µikª²Eª4² 'k\ªv²^±4i,·¬i±4iª©¬i¬ 84\y±Íªk(^^.\i²EJ±(³\°¶Sª}µi( %*¢ ±ª}µii²\\³\¬\i²n±^½°³\i®'ª}i²\ ³\^±Fª}k¬'±4³gª}\ikÂb^±(ª^8³\^kª}µ±vgA½\ª¶3² % ^i¬ii³ª}µi°¶ Siª\b Í ©F½^\¶gÂb^®¬wµEª}µi³\^kª}µ±Fg.\i
(29) ² ?µiEªg°ky£ \ªÍ² 'kª?iiª±K ª^ig i³8ª4k² i¬°ªyµi°¬^±4iÁiª ni²ª}µiª}µig¬i±4iª}ª^8ª¶J±FÍ \i²i±?¬µi\¬©Âb^¤ª}µi,¬^±4iª}ª¶iª^©ª4ivÂb^¤Ji¬½i³Aªyµi ª 8ªyµi°k}iªÍ ?µi¬µ °4±4 ^v\ª?Eª}µi°²i±4E·¶ªk8^^/ %©^i¬ii³ª}µi\}±Í ©2 i¬i?iª}µiX¬^±X£ ±i¬ª^i4\i²Hª}µi(i² ®Ji¬Ji³.ªyª³\Xª}µªg¬^i² i² ª¶ª} 8ª}µi±\ª°®² \ª}³\ ª}µiA±(¬wµii( % .¬^±4\½Ji³E^°½! i±ªnª}µiAk².ªyi²²GUª}µi4ªªyk\Í © µd\\k\²Gª°ªyµiA¬^i¬i^ ª}µª² ª}E² k\U^* ² \i¬i ³ Xª}µi9 ª}iª²Gª¬µiK Si % .^k\ Í ,µª\2¬^i²ki³ ªyµiAi^Ä^X\ª}µi¶4\½ªÍ'ª}µi8^² \i¬i³P½! i± ¬ ¸ (ÁS®¬ª48ª}µi}\±F d % ,¬\ª}µi8\iAªyµi}\±,ª}¶ª³\X ª}µi,² 'k\ª©³\^kª}µ±F( % I\Í·¾ª}µi^kª¶¬®ª}i².ª}µi¬^±4iÁiªkH®Âig\©ªki^ ®³^kª}µ± ® i°ª k²¬ªª}µigiT± ¸©Â·½^¬¶^ki¬}\½4ª³\ªªyµiJ ª iJiª¶°tÂb^±4i¬Âb^¤°³8Jiª ² ª}F(ª % §ÁS¸k±ª}k}iª,²^i^\¶±(¬wµiiÍ*¥\\ÁÍr¶¡ ´ i?¶¡ § iª(\k  8ª}µiG µd^^·i\³\^kª}µ±,\i²ª4¬^A @r¶±5ª}µi 8¬i¬ % i q QT «Ù\¶g³\^½ªyµ±Í¶ªkHi^Í©^ ² \i¬i³ Í©±4³\.\in\i² ki¬i³ Í k¬ªi\g\kª¶ª¶iiJi³*Í ±4³gSª}µi(%.
(30) .
(31)
(32)
(33). . . .
(34) . @K d=QQm K +
(35) H' H! !# i
(36) % ¡
(37) ¬wµiK i°±^ii¬ik ! " " ! " ! " " ! " ! " % % )'±F ¯ k# ! " ! " " ! " ! " " ! " ! " % % C ¡
(38) Á^ªyk$ ! " ! " " ! " ! " " ! " ! " % % 6v}à \½¬wµi% " ! " " ! " ! " " ! " ! " % C ¥,^: iii¬iJ®J½ " ! " " ! " ! " " ! " ! " % C&% ¢gki¬wµig^J8iªÃ ^à i¶i& ! " ! " " ! " ! " % C&% C ),¬^±4¸\}\ª©² n½^¬yi' ! " ! " " ! " ! " % C&% ¢,³\^kª}µ±,¬i^à ®ª  ( " " ! " ! " " ! " ! " % C&% ¢,³\^kª}µ±gi©Ak¬iiª}i¬ª^8²Xª®Ji) " " ! " ! " % ¥,^nd\¬°ii,²°²iÁ±4³\ " ! " ! " " ! " ! " % ¢gki¬wµig\b¯ * " ! " " ! " ! " " ! " ! " % ©ii¬Ji¶i ! " ! " " ! " ! " " ! " ! " +. . . (. >2 T K K¼
(39) p!I !-, * $ NH G' .7¼ NÄ i ) C&% i¬µÃ ±4³\ikª}µ±KSi. ! " " ! " ! " " ! " ! " C&% % Ù¤k±ª\F(¯ \\k! " " ! " ! " " ! " ! " C&% % C .}kg²X±\kª/ à " " ! " ! " " ! " ! "C C&% % §}¬°²°½¬wµik¬µi0 " " ! " ! " " ! " ! "C C&% % iª}¶ªÃ ³,²~½¬wµik¬µi1 " " ! " ! " " ! " ! "CC.
(40) C.
(41)
(42). C&% C C&% C&% C&%. . . ©iià ª¶i48²iÁn¶ ! " " ! " ! " " ! " ! "C ®¬i
(43) ² H ?* ¡ ! " ! " " ! " ! " " ! " ! "C ¢,³\^kª}µ±E @r® " ! " " ! " ! " " ! " ! "C C&% % ¢,³\^kª}µ± " ! " " ! " ! " " ! " ! "C C&% % C ¦t±4i\\ªyª^ " ! " " ! " ! " " ! " ! "C ©ii¬Ji¶i ! " ! " " ! " ! " " ! " ! "C. 3 #NÄOT KTETQ &r
(44) K !#! T4 > !O!S !##T o=K % v\ª}ª¶ii& " ! " ! " " ! " ! " " ! " ! " % C giª±}®ª^i? à i\ª " " ! " ! " " ! " ! " % C&% ¡
(45) ±4i,²g¬¬i ! " " ! " ! " " ! " ! " % C&% C ª°Ã ²?ià }iª}ª " " ! " ! " " ! " ! " % C&% º2ª^8²°8±Äà ±F\k% " " ! " ! " " ! " ! " % C&% §¤\ª}ià ¶^kª ! " " ! " ! " " ! " ! " % C&% ©ii¬Ji¶i " ! " " ! " ! " " ! " ! " % ¢,³\^kª}µ±° ¯ " ! " " ! " ! " " ! " ! " % % µk³\±ª²²^¤Ã " " ! " ! " " ! " ! " % % C ¨8à \kªª^®ª}k~²v²^à " ! " ! " " ! " ! " % % ¨8à \kªª^ à Siª}A iX² ª}¶ ! " ! " " ! " ! " % ¨8à }iª}ª0 " ! " ! " " ! " ! " " ! " ! " % % ¢,³\^kª}µ±X à iª " " ! " ! " " ! " ! " % % C ¢,³\^kª}µ±\b¯ ( " " ! " ! " " ! " ! " % % .i²=¯ g²'¿ÀÁà ¬iª^ ! " " ! " ! " " ! " ! " % % ©ii¬Ji¶i " ! " " ! " ! " " ! " ! " % ©ii¬Ji¶i ! " ! " " ! " ! " " ! " ! ". . 98! ,* $ NH Ä !#! % ! G
(46) '#T !O#T orK
(47) i OKQT
(48) T % ¢,³\^kª}µ±gà i\ª'² *£ ' " ! " ! " " ! " ! " % C *£ ' ¯ °²©Ã \^gà \: )
(49) ¦M*Ù " ! " ! " " ! " ! " % C&% iª}¶i¬ª}k²X²^à ( " " ! " ! " " ! " ! ". C . C. . C. C.
(50)
(51)
(52). %. % C&% C ¢,³\^kª}µ±Hà ª¶.i " " ! " ! " " ! " ! " C % C&% Ù¤k± ¯ k°k^¬µi ! " " ! " ! " " ! " ! " % C&% i¬^i²\ki¬wµiX¬^±4ib¯ ª¶±\ªv²¶ª}kà ! " " ! " ! " % C&% ) ¿ \i±4ª^ " ! " " ! " ! " " ! " ! " % C&% ¨8à }iª}ªvª¬^i¬i^ " " ! " ! " " ! " ! " . . %. ¢,³\^kª}µ±° ¯ °²X^}}ª¶in²Xª®JivªÁ^ªy^à " " ! " ! " % % ¥,}}ª^E à Siª²gH ,¡ " ! " " ! " ! " % % C ),ª}d\iÁ4}v^}®}®ª^En\®b¯ ! " " ! " ! " % % ¢,³\^kª}µ±\b¯ ( " " ! " ! " " ! " ! " % % ¨8à }iª}ª " ! " " ! " ! " " ! " ! " % % ¢g±Äà ^®ª^i? i " " ! " ! " " ! " ! " ©ii¬Ji¶i ! " ! " " ! " ! " " ! " ! ". 98! ,* $ NH Ä !#! % ! G
(53) KTsLM* N KT ,g^ N5 #&' T#N ,* ST ) % ¡Q\ikÂb^±(ª^i©³Ã i± à ª}½.i²'¿ J±(³\# ! " ! " " ! " ! " % C ¡Q\ikÂb^±(ª^8\ ¯ °²'¿ J±(³\ " ! " ! " " ! " ! " % C&% § à Si ³\²,¬wµ\½³\. " " ! " ! " " ! " ! " % C&% C i¬µÃ ±4F³·Ã ¤Ã ²°b¿ ®³^kª}µ±\ ¯ ! " " ! " ! " % C&% µk³\±ª²gb¿À±4³\Xiª¶J® ! " ! " " ! " ! " % C&% ¡Q i°²X²ªª^ " " ! " ! " " ! " ! " % C&% Ù\½ªª^8²°b¿À±4³E @r# " ! " ! " " ! " ! " % C&% ¨©²ªyk iª^.²²^¤Ã " ! " ! " " ! " ! " % C&% ®¬iQ²¬^ik ! " " ! " ! " " ! " ! " % C&% \i³^\k² ¢ A¬µ³\ " " ! " ! " " ! " ! " % ¨8à }iª}ª0 " ! " ! " " ! " ! " " ! " ! " % % ©ii¬Ji¶i " ! " " ! " ! " " ! " ! " % ©i±4\i4²,¬µÃ ±4©²X¬^±4±i¬ª^ " ! " " ! " ! " % % ©ii¬Ji¶i " ! " " ! " ! " " ! " ! " % ©ii¬Ji¶i ! " ! " " ! " ! " " ! " ! ". . .
(54)
(55)
(56). 1°Km!OQTorK >, ^ T m T % ©ii¬Ji¶i ! " ! " " ! " ! " " ! " ! " % C ÙQky¬ª\ ! " ! " " ! " ! " " ! " ! " % C&% ¨©¬iiª}i¬ª^¾²?ª¶i " ! " ! " " ! " ! " % C&% C ¥,}}ª^E²,ªi. " ! " ! " " ! " ! " % C&% ¡Q\ikÂb^±(ª^(³·Ã ^±Äà ª}kK i?²'¿ J±(³\% " ! " " ! " ! " % C&% à ªyµi^²\\³g³Ã ¤Ã ¶ " " ! " ! " " ! " ! " . . ( ( . !# , $ #. + . . /#T H
(57) STF·
(58) ·!##m KT¾ ^ TKK
(59) S!#!o ST. *.
(60) . .
(61) . . %. . . (.
(62). . . . º.à ^±Äà ª}k² ¾^¶ªs¯ ±v²°i¶ind\¬g²iÁ¬\±Äà . ! " " ! " ! ". C&% ´ }\½ª,à ^n\¶J®Á^°±4®Á^±4\\¸^kª~F¯ JF³·Ã ^±Äà ª}k² ¾iª¯ ±F ! "C &C % C §Á^±4i,²°¬^ ²X±JkªSà ,( ii¬ª^²g8^à ³\^(²°¬iià ª¶i ! "CC C&% ©i\ª}¶\ª,²'¿À^½² kg\ª}¶d£M³ii " " ! " ! " " ! " ! "C C&% ºX\µi;C ´ ªv¬wµi±¾²g¬iª±iJ±± ^J(±°8¬^¶k}ii² \i¬g³\!°² ³^inà i\k( " ! " " ! " ! " " ! " ! "C C&% §¤i±Gi,²\ª¸^i \ªk\^i³(¬wµi±(²^¤và Aky¬ª}\ª2¬^\ªy\ª¶ ²'¿Àik² k " ! " ! " " ! " ! " " ! " ! "C C&% »vªyª^.²'¿ i4\¶\4i,!iªigg²}\kªÃ °d\¬~i4ià ¬¶i.}¤Ã ½½ \iÁi " ! " ! " " ! " ! " " ! " ! "C C&% .i²=¯ ° ?±Äà kKig²~¡
(63) " " ! " ! " " ! " ! "C % iigJ±(iKà X² \ig°¬¬i°ªyªªKig²4²iÁpiÁi\¶Jid\¬~i4ªy. @ Áig²gÂb3ª}½ ! " ! " " ! " ! " " ! " ! " C % C ´ à ¬^±4ª^²gi±4±,ª}ªª¶.ig},iX ª}k~kgi±4±g\kª },¬\^i ! " ! " " ! " ! " " ! " ! " % .p"¯ k^,i¬ià ±F\ª}®(²° ®½
(64)
(65) ª ¸^g8Âb ªyk°²'¿ UiÁi \v\ikª°¯ ¬² EiÁi^à ¬Ã ²\ª ! " ! " " ! " ! " % i²² ®ª¬^±4±i~F¯ ²iÁniÁig²°iyà Âà ½i¬?\¶Ji/ " " ! " ! " % ®¬iv² «b ´ à ¬^±(\ª^Ä ^±4±FFkªyi\ªA8¬\^iÍP ¦ti²Ã i² i¬n²8ª±4ª}k8A¬iià ª¶ii~²EE ª}k²niyà  à ki¬¬A Âb3ª}½²X²iÁA¬i²² ®ª?\i " ! " ! " " ! " ! " % ¡
(66) ±©¬^±4±i\iÁ4¬iià ª¶ii²g²iÁJª©²°iyà  à ki¬\\i?d\¬, !# "! ¬\i²² ªgk}¸¬ª  " ! " " ! " ! " " ! " ! " % iªi¬8 ³\g²v¬^ià J®ª^i²©Ã ¬i±4\à ©8¬\^i,\ª}½gJ8iyà  à ki¬?ªv,¬\i²² ª.
(67)
(68) . . ¦t\ª¶\ª^¾^¬X²^}\ª,¬wµ Sig²^¤Ã °Áiª}\ªg8²iÁni^i\²^¤Ã 0 % iª}ª¶ii ¸\ i°d\¬ EªA¸\ª  ! " ! " " ! " ! " % ¢gkªyÂM¬ª©³Ã à ià \¤Âb^kª¶²¬^ª^iªÃ d\¬gn®ªAà ³^®ª  " ! " % ¡Qk^IJ \i( ¿ J±(³\n² ½\ªpk¬®}à ³Ã ¤Ã i8à \²8²Ã i¬±ª4² à kª4²niÁi iª±ªg\\i " ! " " ! " ! " " ! " ! " % CR©i±4\ig²H ?¡Ä³Ã ¤Ã ià '\Qb¿ ³\^½ªyµ±©².± #µ\iªQªi\ª}½i^i\ ³\ikª}µ±#9 " ! " " ! " ! " " ! " ! " % )³^iEà i¸\k?ªk\\ª² i?°ªyª±ª©²°²iÁ³^i?¬iiSà ¬iª\ " % ¨©¶ª}k¬ª^X² X³^\µiiªSà iQJ,k\³i\±4±4®ª^g²\±K i2v¯ ; \i²©²³\^ ª?ià ³^i±ª\kª¶¬®'²¬\^i ! " ! " " ! " ! " % ( à ªyµi^²,²~\½¬^k² i^i\³^¶\µi°^X¬¬i²v¬wµi±i " ! " % µ 5JiX²gª}ª±F\ª?d\¬g,²^¤Ã ,k Si4¯ ¬µ ipà ª}\¸ ! " ! " % ¨8à \kªª^.ªyk(²°²^¤Ã g^.8²k¬ª^.\½ª¬A^2k± ¯ k¬^ £ ià ª^8² \iX¬² ki¬½ ! " ! " " ! " ! " % ¨8à \kªª^8²v²^à ?¸^vJF¬^i²°¬iià ª¶i8² \i°¬v² ki¬½ " % ¨8à \kªª^ à Siª}A i² ª}d ®©ª4²(²^à 4¬ik}¸^i² \ªAiHk±b¯ ½ ¬^¶^à ª^(² \i,°¬² k^¬¶k ! " ! " " ! " ! " % C ¨8à \kªª^ à iª} i°² 8ªyd ª©²?²^¤Ã ©¬^k}¸^i² \ª°i©¬^i²g¬^ £ ià ª^8² \iX¬² ki¬½Í ªv¬^±4\®¶^d\¬?8k±b¯ ½°^à \½ªª^(" % C ¦t±4³\8à i¸\k?²g8ià ³i4² k\
(69) ¬ ^/ %*¦M±4³g³^\i¬µi?Eµ\iªÍi±4³\g² kª¶g " " ! " ! " " ! " ! " " ! " ! " % CCR¡
(70) k¬iiª}i(ª %¥iX^G± ià ,nµiªÍi^}}ª¶i ´ ¬gªÁ^ªykg9 " % C ¡
(71) ±4i²'¿ÀÁ¤Ã ¬iª¶i8}©¬µ Siki¬,^iX¬^A @ ³^®ª^H¯ à }à ±ª* " % C ¢,¬¬rà yà ¶ª^i8  ii¬ª^ ² ¼i^G± k.² ½^¬¶Akn^¾H¬¬i~d\¬.^ }\i à ¬wµ\ª^³\g² ¾¹ ,¡ }²?±4³ " " ! " ! " % C ¨8à \kªª^(²ª±(i²g¬®¬iy©¬wµ Sigki¬¸^©² à kª¬iA @ ³^ª^i % C ¢,¬¬rà yà ¶ª^i(Âb^i¬ª^¾² ni^G± kX²~ ki¬kgi©~¬®¬iQ}\ià ¬µ\\ª¶^£ ³g² 8¹ ,¡ }²?±4³ " ! " " ! " ! " % C ¡
(72) ±4ig²'¿ÀÁà ¬iª^Eà \ià ª?ª¶\ª}Q¾Â ^i¬ª¶in² .i^G± k²4ki¬kdÍ'^, ±4³ " ! " " ! " ! " " ! " ! ".
(73). %. . C !. C . C. . . %. . iª}¶i¬ª}kg²°²ià ?iªÃ ^²Ã ¬kkXJF¬®¯ i. ! " " ! " ! ". .
(74) .
(75) .
(76). % C 6vª\³^¶\±4±4¬±iyà ²(¬wµ\½³\²ª}d ©ª¬¬i²ÂMk^ª ¯ k².i^i\ \½ªª^Rà i ià \Í ² i°¬² ki¬k ! " " ! " ! " %. §Á^±4i²i}}ª^ #² kª¶ ".¯ \½ª°²'¿ Ĺ ,¡ #³^\i¬µi Xª4²'¿ i±4³² ªÁiª}k ¬\ª}½ ! " ! " " ! " ! " " ! " ! " % Ù\½ªª^8²gb¿À±4³\X²'¿ 8ª®J¾²¢,J¸g² \i,¬² ki¬½ ! " % ¡Qk\i³^iª^¹ª°\ª°¬^±(i}à ±ª}kA¯ E^±4±Fªg² .H ?¡ 8¯ ³^\i¬µi Í'¸\\ª ¬^±(i}à ±ª}k?¸^i¶T± i" Si¬^7 i²~Jª ¶¯ ² k\ª " ! " % ©i±4\¶ª¶i8² ±¶}³\?¸^©b¿À\\°²v²^à ² ¾ª®J1 ! " ! " % ©ii,²g³^±F\ªv³·Ã ¤Ã \ª²ª}½Ji³\F¯ i}! " " ! " ! " % ®~\kª¶¬ik4²8¬µi \i¬µi±ªA\iÁHÁiª}ià ±ªÃ ,²³^±ªÍ
(77) ³Ã ¤Ã \ªg^H ²ªyk\i³\ ! " ! " " ! " ! " " ! " ! " % ¡
(78) ±4i4²E¬¬i?²'¿ iE±4³\.¬^Ä}\iG à Si ³\.P ^i¬ª¶iIJ Ri^G± kE² ki¬½},±4¬µiJiX¥\\Á " " ! " ! " " ! " ! " % ¨8à \kªª^ ²ª±4i8².¬¬ig²'¿ i.J±(³\ C CU} ½^¬¶k².J ¥\\Á,«\k^ii à i ià ¶°¯ ³i\i¬wµi sÍ\k^ à Si ià ¯ ² kª¶ % " ! " % § A¬¬ª(à ²Ab¿ ³\ikª}µ±\ ¯ 8.Âb^i¬ª^U²AEª}²Ab¿À±4®³\A²¶^kª4} ±4®¬wµii°¥ Á ! " ! " " ! " ! " " ! " ! " % CG¢,¬¬rà yà ¶ª^p ^i¬ª¶in² Ui^G± k²Aki¬k°¸^°i4±4®³\ C C4} ±4®¬wµii°¥ Á ! " ! " " ! " ! " " ! " ! " % ¢,¬¬rà yà ¶ª^(8Âb^i¬ª^²X²ª}\i¬X\ª}½°b¿À! i½ ªª~ª¶8}±(¬wµii ¥\\Á " ! " ! " " ! " ! " " ! " ! " % ¨8à ´ \kªª^X²¤ª±4i²v¬¬ir²'¿ i±4³\ C C,} ki¬k¤²°¶ ¡ «i\½^ni^ à Si ià ¯ ³^i¬wµi Íi\½^ à Si ^à X¯ ² k\ª ( " ! " % ( v^G± k°²8\i³\^i°´ ª¶Á^ª}ià ¬¬iyà \,¬^i²(Âb^i¬ª^E² HiiT± ½~²4k®£ ¬¶kÍ}vdA¡ ! " " ! " ! " " ! " ! ". C C . . . %. . %. %. %. %. %C. ®¬i
(79) ²J½¬ª?¾¬^i²Ã \ª©¬µSiiÁ^Qiª¶J®¬^±(±°n¸\^³\ii " ! " ®¬i
(80) J\k¶°8¬^i²©Ã \ª¬wµ Si°iÁi3 @r
(81) ¬^±4±°E\i³\^i " ! " ®¬iQ\©²©Ã ¬i±4\¶ª¶i8ª}ik i±4ª^ii²±i^io ! " ! " ®¬i
(82) ²J½¬ª iª}\ª?²gi³\^ivÂb^±Äà \ ª}½°iÁig\\i " ! " ÙQ\i³\^i?¸k² i4¯ XÂI½^\ª¶ ¯ k,\ª}½g²i: Á \i²?²Xb¿À±4³\giª " ! " Ù\½ªª^E²Ab¿À±4³4²4^½ª4EÂb^i¬ª^.²4b¿ µiª¶\³^\±(±4²°¬µ\k³8¯ ² k\ª Í ² \ivX¬² ki¬k " " ! " ! " " ! " ! ". . . . C.
(83)
Documents relatifs
To test whether the vesicular pool of Atat1 promotes the acetyl- ation of -tubulin in MTs, we isolated subcellular fractions from newborn mouse cortices and then assessed
Néanmoins, la dualité des acides (Lewis et Bronsted) est un système dispendieux, dont le recyclage est une opération complexe et par conséquent difficilement applicable à
Cette mutation familiale du gène MME est une substitution d’une base guanine par une base adenine sur le chromosome 3q25.2, ce qui induit un remplacement d’un acide aminé cystéine
En ouvrant cette page avec Netscape composer, vous verrez que le cadre prévu pour accueillir le panoramique a une taille déterminée, choisie par les concepteurs des hyperpaysages
Chaque séance durera deux heures, mais dans la seconde, seule la première heure sera consacrée à l'expérimentation décrite ici ; durant la seconde, les élèves travailleront sur
A time-varying respiratory elastance model is developed with a negative elastic component (E demand ), to describe the driving pressure generated during a patient initiated
The aim of this study was to assess, in three experimental fields representative of the various topoclimatological zones of Luxembourg, the impact of timing of fungicide
Attention to a relation ontology [...] refocuses security discourses to better reflect and appreciate three forms of interconnection that are not sufficiently attended to