!"#$%# '#()*+ ,-$, ./0 $"" 1$2#% $(# 1(#%#3,4 .50 $"" *)26(#% $(# $77#1,$8"#4 .90 $"" *:3,% $3; %1#7)$" 7-$($7,#(% $(# 7:((#7,4 $3; .),-)3 ,-# ?$(2)3 ")3#% %-:>3 :3 ,-)% (#')#> ;:76?#3,@ A#,6(3 ,: +:6( B+C!DE F:G: ")%, $3; $11(:'# :( ;)%$11(:'# ,-)% %68?)%%):3@
Support for site testing of the European Extremely Large Telescope: precipitable water vapour over Paranal "#$%&'( )*%+*%,'- .&/0'%1 .2 34*%*#+- .*&(0'%1 52 6'(47/0&8'- 9%#*::* ;0'/' E#' b'%'('# L+7*%B':$%D2 @( ' U&%7: 7:*J- P D*'%7 N$%:0 $U 0&H0 %*7$#4:&$( (*'%M@. 7J*/:%' :'8*( N&:0 Z>IMXZKE 0'B* +**( 7:':&7:&/'##D '('#D7*1 :$ %*/$(7:%4/: :0* b5Z 0&7:$%D '+$B* b'%'('#2 I$ :0&7 *(1 ' %'1&':&B* :%'(7U*% F$1*# $U K'%:0c7 ':F$7J0*%* _[I.9=` 1*B*#$J*1 +D @E@E 0'7 +**( 47*12 9 F*1&'( b5Z $U O2W FF &7 U$4(1 U$% b'%'('# +'7*1 $( XZKE 1':' /$B*%&(H :0* J*%&$1 OVVWMOVVP2 "4%:0*%F$%* N* /$(/#41* :0': b'%'('# /'( 7*%B* '7 ' %*U*%*(/* 7&:* U$% C$%:0*%( ;0* 14* :$ :0* 7:'+#* ':F$7J0*%&/ /$(1&:&$(7 &( :0* %*H&$(2 I0* F*1&'( $UU7*: +*:N**( b'%'('# '(1 9%F'?$(*7 &7 1*%&B*1 :$ +* V2] FF- +4: #$/'# '%+&:%'%D B'%&':&$(7 $U ' U*N :*(:07 $U ' FF +*:N**( :0* 7&:*7 0'B* +**( U$4(1 +D F*'74%*F*(:2 @( $%1*% :$ +*::*% 4(1*%7:'(1 :0* 7D7:*F':&/7 &(B$#B*1 :N$ 1*1&/':*1 /'FJ'&H(7 N*%* /$(14/:*1 &( 94H47: '(1 C$B*F+*% OVVd2 E*B*%'# F*:0$17 U$% 1*:*%F&(&(H :0* N':*% /$#4F( N*%* *FJ#$D*1- &(/#41&(H %'1&$7$(1* #'4(/0*7- /$(:&(4$47 F*'74%*F*(:7 +D &(U%'%*1 %'1&$F*:*%- '(1 Z>I &(7:%4F*(:7 $J*%':&(H ': B'%&$47 N'B*#*(H:07e ;
[email protected] XZKE- Z@E@. '(1 fM70$$:*%2 @( ' U&%7: U$% '7:%$($F&/'# &(7:%4F*(:7 '## F*:0$17 0'B* +**( *B'#4':*1 N&:0 %*7J*/: :$ :0* %'1&$7$(1*7- :0* *7:'+#&70*1 7:'(1'%1 &( ':F$7J0*%&/ %*7*'%/02 9H%**F*(: +*:N**( :0* %'1&$7$(1*7 '(1 :0* @. %'1&$F*:*% _@.=9` &7 *^/*##*(: N0* '## $:0*% '7:%$($F&/'# F*:0$17 /$B*%&(H ' N'B*#*(H:0 %'(H* U%$F RVV g OVVVV (F 0'B* '#7$ +**( 74//*77U4##D B'#&1':*1 &( ' h4'(:&:':&B* F'((*%2 9## 'B''+#* $+7*%B':&$(7 N*%* /$FJ'%*1 :$ 7':*##&:* *7:&F':*7 $U N':*% B'J$4% '+$B* :0* $+7*%B':$%D &( '( '::*FJ: :$ H%$4(1M:%4:0 :0* 7':*##&:* 1':'2 GLKE /'( 74//*77U4##D +* 47*1 U$% 7&:* *B'#4':&$( &( ' J4%*#D 7:':&7:&/'# 'JJ%$'/0 7&(/* 'H%**F*(: N&:0 :0* %'1&$7$(1*7 &7 B*%D H$$1 $( 'B*%'H*2 "$% 47* '7 '( $J*%':&$('# :$$# ': '( $+7*%B':$%D GLKE 1':' '%* F4/0 #*77 74&:*1 +*/'47* $U 7&H(&U&/'(: 1*B&':&$(7 1*J*(1&(H $( ':F$7J0*%&/ /$(1&:&$(72 5* J%$J$7* :$ %$4:&(*#D F$(&:$% b5Z ': :0* Z>I '(1 :$ 47* &: '7 '( $J*%':&$('# /$(7:%'&(: :$ H4&1* 7/0*14#&(H $U @. $+7*%B':&$(7 ': b'%'('#2 "$% :0* KMK>I N* U&(1 :0': ' 7:'(1M'#$(* 0&H0 :&F* %*7$#4:&$( b5Z F$(&:$% N# +* *77*(:&'# U$% $J:&F&?&(H :0* 7/&*(:&U&/ $4:J4:2 Aeywords: J%*/&J&:'+#* N':*% B'J$4%- b5Z- 7&:* :*7:&(H- ':F$7J0*%*- %'1&':&B* :%'(7U*% F$1*#- &(U%'%*1 %'1&$F*:*%%'1&$7$(1*- b'%'('#- K>I
1. IFTROHICTIOF b%*/&J&:'+#* N':*% B'J$4% _b5Z` &7 :0* F'a$% /$(:%&+4:$% :$ :0* $J'/&:D $U K'%:0i7 ':F$7J0*%* &( :0* &(U%'%*1 1$F'&(2 @( :0* /$(:*^: $U '7:%$($F&/'# $+7*%B':&$(7 :0* 'F$4(: $U b5Z '+$B* '( $+7*%B':$%D &7 $U U4(1'F*(:'# &FJ$%:'(/* U$% 74//*77U4# 7/&*(:&U&/ $J*%':&$(7e $( #$(H :&F* 7/'#*7 b5Z 1*:*%F&(*7 0$N N*## ' 7&:* &7 74&:*1 U$% @. '7:%$($FD- N0* &( '( $J*%':&$('# 7*(7* %*#&'+#* 8($N#*1H* $U :0* /$(:*(: $U b5Z :0%$4H0$4: ' H&B*( (&H0: &7 /%&:&/'# U$% :0* 74//*77 '(1 h4'#&:D $U 7/&*(/* $+7*%B':&$(72 97 J'%: $U 7&:* :*7:&(H '(1 *B'#4':&$( U$% :0* K4%$J*'( K^:%*F*#D >'%H* I*#*7/$J* _KM K>I` N* '11%*77 J%&F'%D :0* U&%7: J$&(:2 @( :0* J%$/*77 $U /$FJ'%&(H B'%&$47 F*:0$17 :$ 1*:*%F&(* ':F$7J0*%&/ b5Z :0$4H0 N* 0'B* #*'%(*1 N0': F*:0$17 N# +* 74&:*1 :$ 74JJ$%: @. 7/&*(/* ': :0* KMK>I &( '( $J*%':&$('# 7*(7*2 ,U8*%+*%j*7$2$%HT J0$(*e kSd Pd ]OVVlRQRT U'^e kSP Pd ]OVVlQ]VT
!!"" $ %& H@ < .1@/ :* /50 I J:":(K L: I M:(?$,K N< I G$,#K 5O/OPOQP5< //K5RK5< NB C!DE SCEK TTTT GU J-#7V4 TTTT !(:; J-#7V4 L:,#%K
!"#$%# '#()*+ ,-$, ./0 $"" 1$2#% $(# 1(#%#3,4 .50 $"" *)26(#% $(# $77#1,$8"#4 .90 $"" *:3,% $3; %1#7)$" 7-$($7,#(% $(# 7:((#7,4 $3; .),-)3 ,-# ?$(2)3 ")3#% %-:>3 :3 ,-)% (#')#> ;:76?#3,@ A#,6(3 ,: +:6( B+C!DE F:G: ")%, $3; $11(:'# :( ;)%$11(:'# ,-)% %68?)%%):3@
1.1 Water vapour and atmospheric models E*B*%'# F*:0$17 *^&7: U$% F*'74%&(H :0* 'F$4(: $U N':*% B'J$4% &( :0* ':F$7J0*%*- N0$7* B*%:&/'# /$#4F( '+4(1'(/* &7 *^J%*77*1 '7 J%*/&J&:'+#* N':*% B'J$4% _b5Z` &( FFW2 E$ U'% '( '//4%':* '(1 %*#&'+#* F*'(7 $U 1*:*%F&(&(H b5Z 0'7 %*F'&(*1 *#47&B*2 "$% :0* 9>=9 J%$a*/: F$(&:$%&(H $U N':*% B'J$4% #*B*#7 &7 /%4/&'# '#7$ +*/'47* :0&7 &(U$%F':&$( &7 (**1*1 U$% J0'7* /$%%*/:&$(2 .'1&$F*:*%7 $J*%':&(H ': WP] G6? '%* 47*1 U$% :0&7 J4%J$7*O2 ;$(1&:&$(7 ': :0* 7&:* $U :0* 9>=9 J':0U&(1*% *^J*%&F*(: 9bKf '%* 1*7/%&+*1 &( F$%* 1*:' ':e 0::JemmNNN2'J*^M:*#*7/$J*2$%Hm7&:*7mN*':0*%2 E$ U'% :0* F$7: 74//*77U4# 'JJ%$'/0 47&(H H%$4(1 +'7*1 $J:&/'# 7J*/:%$7/$JD] &7 :0* 7$M/'##*1 N*'8M#&(* F*:0$1S- N0&/0 47*7 #&(*7 &(:%&(7&/'##D &(7*(7&:&B* :$ :*FJ*%':4%* B'%&':&$(72 I047 ' 7&FJ#&U&*1 1*7/%&J:&$( $U :0* ':F$7J0*%* N&:0 ' #&F&:*1 (4F+*% $U F$#*/4#'% J'%'F*:*%7 /'( +* 47*12 I0* J%&(/&J#* 1&7'1B'(:'H* $U :0* F*:0$1 &7 :0': &: %*h4&%*7 N*'8 #&(*72 6*(/* 7J*/:%' N&:0 H$$1 EmC %':&$ '%* %*h4&%*1- '(1 :0* %*74#: &7 7*(7&:&B* :$ :0* J#'/*F*(: $U :0* /$(:&(44F U%$F N0&/0 :0* *h4&B'#*(: N&1:0 &7 1*%&B*12 L( b'%'('# b5Z &7 ($N %$4:&(*#D 1*%&B*1 U%$F ;
[email protected] XZKE- Z@E@. '(1 fM 70$$:*% $+7*%B':&$(7Q- l- R2 .*/*(: 1*B*#$JF*(:7 +D @E@E ': :0* X(&B*%7&:D $U >*:0+%&1H* _;'('1'` 47&(H :0*&% F4#:&M#'D*% ':F$7J0*%&/ %'1&':&B* :%'(7U*% F$1*# _[I.9=`P 0'7 H%*':#D &FJ%$B*1 $4% '+&:D :$ $+:'&( J%*/&7* b5Z F*'74%*F*(:7 U%$F '+7$%J:&$( #&(* 7J*/:%$7/$JD &( :0* N'B*#*(H:0 %'(H* QPV M dPV (F2 I0': F$1*# 47*7 &(J4: 1':' U%$F
[email protected] '(1 *FJ#$D7 ' J%$U* $U :0* 1&7:%&+4:&$( $U N':*% B'J$4% &( :0* ':F$7J0*%*2 97 ' /$(7*h4*(/* ' #'%H* (4F+*% $U N*'8 '(1 7:%$(H #&(*7 /'( +* 47*1 U$% :0* '('#D7&7 %*74#:&(H &( F$%* '//4%':* '(1 F$%* %$+47: b5Z B'#4*7 :0'( U$% :0* N*'8M#&(* F*:0$12 34*%*# *: '#2WV J%$B&1* ' /$FJ%*0*(7&B* '('#D7&7 $U 7J*/:%' :'8*( N&:0 :0* =@)K */0*##* 7J*/:%$F*:*% ': >'7 ;'FJ'('7 $+7*%B':$%D &( :0* /$(:*^: $U U&*#1 :*7:&(H $U '( @. %'1&$F*:*% _@.=9`2 I0*D 47* ' :$:'# $U F$%* :0'( WVVV N':*% B'J$4% #&(*7 :$ 1*%&B* :0* /$#4F( '+4(1'(/* $U b5Z- N&:0 *^/*##*(: %*74#:72 I0* b5Z J%$a*/: &( 74JJ$%: $U KMK>I 7&:* /0'%'/:*%&?':&$( 0'1 :0* U$##$N&(H H$'#7e ! .*/$(7:%4/: :0* %*/$%1 $U b5Z $B*% b'%'('# n >' E#' U%$F '%/0&B'# 1':' _7** 34*%*# *: '#WW U$% :0* N$%8 $( >' E#'` ! ;$%%*#':* :0* H%$4(1M+'7*1 b5Z B'#4*7 N&:0 7':*##&:* 1':' :$ *7:'+#&70 b'%'('# '(1 >' E#' '7 %*U*%*(/* 7&:*7 U$% KMK>I 7&:* *B'#4':&$( ! KB'#4':* :0* F*%&: $U B'%&$47 F*:0$17 :$ 1*:*%F&(* b5Z U$% $J*%':&$('# 47* ': '( $+7*%B':$%D
2. LISTORM OF PWO OOER LA SILLA PARAFAL OBSEROATORM FROM ESO ARCLIOAL HATA 5&:0 :0* [I.9= F$1*#&(H 'JJ%$'/0 F'(D #&(*7 /'( +* 47*1 7&F4#:'(*$47#D :$ '/0&*B* ' H#$+'# U&: $U :0* 7J*/:%4F2 "$% %*/$(7:%4/:&(H :0* 0&7:$%D $U b5Z $B*% :0* >' E#' b'%'('# L+7*%B':$%D N* *^:%'/:*1 U%$F :0* '%/0&B* '+$4: WQVV XZKE U#4^ 7:'(1'%1 /'#&+%':&$( $+7*%B':&$(7 /$B*%&(H :0* J*%&$1 OVVW :$ OVVP2 5&:0 :0*&% '#F$7: U#': '(1 U*':4%*#*77 7:*##'% /$(:&(44F :0*7* N0&:* 1N'%U7 '%* J'%:&/4#'%#D N*## 74&:*1 U$% :0&7 7:41D2 I0* 'JJ%$'/0 U$% 1':' %*14/:&$( &7 7&F'% :$ :0* XZKE %*J%$/*77&(H J%$a*/:WO 47&(H B'#&1':*1 F'7:*% /'#&+%':&$( U*72 E&(/* :0* 7:'(1'%1 7:'% $+7*%B':&$(7 '%* 1$(* N&:0 ' N&1* 7#&: _Q $% WV '%7*/` :0*D J%$B&1* *77*(:&'##D 7**&(HM#&F&:*1 7J*/:%'# %*7$#4:&$( _.oSVVVV`- ': N0&/0 :0* F$1*# &7 /'J'+#* $U /$%%*/:#D :%*':&(H #&(* +#*(1&(H '(1 1*%&B&(H '//4%':* b5Z B'#4*72 E&F'%#D 7:'(1'%1 7:'% $+7*%B':&$(7 _oWRVV 7J*/:%'` :'8*( N&:0 "K.LE 0'B* +**( 47*1 :$ F'8* '( *h4&B'#*(: '('#D7&7 U$% >' E#' N0&/0 &7 1*7/%&+*1 &( 1*:' +D 34*%*# *: '#2WW2 "$% +$:0 &(7:%4F*(:7 :0* (4F+*% $U 7J*/:%' 47*'+#* U$% :0* J4%J$7* /$4#1 +* &(/%*'7*1 +D &(/#41&(H 7/&*(/* $+7*%B':&$(7 '7 N*##2 E&(/* 7:*##'% U*':4%*7 '%* ' 7&H(&U&/'(: /$FJ#&/':&$( :$ :0* *^:%'/:&$( $U b5Z B'#4*7 $(* N$4#1 0'B* :$ 7*#*/: :0* 74&:'+#* :'%H*:7 &(1&B&14'##DT 0*(/* N* #&F&:*1 $4% 7'FJ#* :$ 7:'(1'%1 7:'%72 "$% :0* '('#D7&7 N&:0 [I.9= ' F&1M#':&:41* J%$U* F$1&U&*1 N&:0 7&:*M7J*/&U&/ '%/0&B'# %'1&$7$(1* 1':' U%$F 9(:$U'H'7:' g ' F*1&'( J%$U* U%$F F$%* :0*( ]VVV &(1&B&14'# %'1&$7$(1* '7/*(:7 /$B*%&(H '+$4: ' 1*/'1* _WddP :$ OVVR` M 0'7 +**( 47*12 E&(/* :0* '/:4'# 1&7:%&+4:&$( $U N':*% B'J$4% &7 0&H0#D :&F* 1*J*(1*(: :0&7 J%$U* %*J%*7*(:7 ' F*1&'( 1&7:%&+4:&$(2 @( :0* /'7* $U b'%'('# :0* 9(:$U'H'7:' J%$U* /*%:'&(#D &7 ' H$$1 F':/0 N0* U$% >' E#' &: N# +* F4/0 #*77 '//4%':* +*/'47* $U :0* F4/0 #'%H*% 1&7:'(/*2 I0* 7/'#* 0*&H0: $U :0* N':*% B'J$4% 1&7:%&+4:&$( %*F'&(7 :0* #'%H*7: 4(/*%:'&(:D &( '## $U :0* '('#D7&72
!!"" $ %& H@ < .1@5 :* /50 I J:":(K L: I M:(?$,K N< I G$,#K 5O/OPOQP5< //K5RK5< NB C!DE SCEK TTTT GU J-#7V4 TTTT !(:; J-#7V4 L:,#%K
!"#$%# '#()*+ ,-$, ./0 $"" 1$2#% $(# 1(#%#3,4 .50 $"" *)26(#% $(# $77#1,$8"#4 .90 $"" *:3,% $3; %1#7)$" 7-$($7,#(% $(# 7:((#7,4 $3; .),-)3 ,-# ?$(2)3 ")3#% %-:>3 :3 ,-)% (#')#> ;:76?#3,@ A#,6(3 ,: +:6( B+C!DE F:G: ")%, $3; $11(:'# :( ;)%$11(:'# ,-)% %68?)%%):3@
2.1 Satellite data and ground truth I0* XZKE 7:'(1'%1 7:'%7 1':' 7*: &7 *77*(:&'# &( J%$B&1&(H :0* H%$4(1 :%4:0 U$% :0* /'#&+%':&$( $U 7':*##&:* 1':' :'8*( N&:0 :0* H*$7:':&$('%D GLKE 7':*##&:* '(1 KCZ@E9I &( 74(M7D(/0%$($47- #$N K'%:0 $%+&:2 ;'#&+%':&$( 47&(H '11&:&$('# $+7*%B':&$(7 U%$F :0* H%$4(1 &7 ' 7:'(1'%1 'JJ%$'/0 N&:0 %*F$:* 7*(7&(H '(1 ':F$7J0*%&/ 7$4(1&(H :*/0(&h4*72 @:7 F'&( H$'# &7 :$ F'8* 7':*##&:* 1':' F$%* '//4%':* &( '( '+7$#4:* 7*(7* +D /0'%'/:*%&7&(H 7D7:*F':&/ *UU*/:72 GLKE J%$B&1*7 H$$1 :*FJ$%'# %*7$#4:&$( M $(* U4## K'%:0 1&78 $+7*%B':&$( *B*%D ] 0$4%7 M +4: $UU*%7 $(#D #&F&:*1 7J':&'# %*7$#4:&$( _WO +D WO 8F`2 =$%*$B*%- :0* GLKE %'1&$F*:*% 1$*7 ($: F*'74%* N':*% B'J$4% 1&%*/:#D +4: $+:'&(7 ' +%&H0:(*77 F*'74%*F*(: ': l2Q _/*(:*%*1 $( '( 6OL +'(1` '(1 WV2R "F _+'/8H%$4(1- 7** 0::JemmNNN2':F2$^2'/248mH%$4JmFJ&'7m':#'7`T :0&7 'JJ%$'/0 &7 7*(7&:&B* :$ :*FJ*%':4%* *UU*/:72 KCZ@E9I $( :0* $:0*% 0'(1 /'%%&*7 ' 7J*/:%$F*:*% =K.@E :0': 1&%*/:#D F*'74%*7 N':*% B'J$4% #&(*7 +*:N**( PdV '(1 dVV (F N&:0 ' 7J':&'# %*7$#4:&$( $U W2O +D W2O 8F +4: $(#D J%$B&1*7 1'D :&F* F*'74%*F*(:7T 14* :$ &:7 74(M7D(/0%$($47 $%+&: &: J'77*7 $B*% 7&:*7 &( ;0* $(#D *B*%D OM] 1'D7T '#N'D7 '%$4(1 WSe]V XI;2 9H%**F*(: +*:N**( +$:0 7':*##&:* 1':' 7*:7 &7 B*%D 7':&7U'/:$%DW] +4: 7D7:*F':&/ *UU*/:7 *^&7:2 E&(/* +$:0 7*:7 74UU*% U%$F 7$F* #&F&:':&$(7 :0*D (**1 :$ +* /$FJ#*F*(:*1 +D (&H0: :&F* $+7*%B':&$(7 :'8*( ': :0* $+7*%B':$%D U$% B'#&1':&$(2 I0* XZKE '%/0&B'# 1':' 7*%B* :0&7 J4%J$7* J*%U*/:#D2 2.2 Results from archival data 50*( /$FJ'%&(H :0* b5Z B'#4*7 1*%&B*1 U%$F :0* XZKE '%/0&B'# 7J*/:%' '(1 :0* 7':*##&:* 1':' $(* 0'7 :$ 8**J &( F&(1 :0': :0*7* 'JJ%$'/0*7 '%* 1&UU*%*(: &( ' (4F+*% $U &FJ$%:'(: '7J*/:72 @( :0* H%$4(1M+'7*1 /'7* :0* $+7*%B':&$(7 7'FJ#* ' B*%D 7F'## B$#4F* $U :0* ':F$7J0*%* M ' 7&(H#* #&(* $U 7&H0: :$N'%17 ' 7:'%2 I0* 7':*##&:*M+$%(* &(7:%4F*(: #$$87 1$N( %*/$%1&(H '( 'B*%'H* $U b5Z $B*% &:7 U&*#1 $U B&*N ' U*N 7h4'%* 8$F*:*%7 &( 7&?*2 I0* H%$4(1M+'7*1 :*#*7/$J*7 47* ' 7:*##'% /$(:&(44F '7 ' +'/8H%$4(1 7$4%/* N0* :0* 7':*##&:*7 %*#D $( 74( #&H0: %*U#*/:*1 +D :0* K'%:0 _=K.@E` $% *F&77&$( U%$F :0* K'%:0c7 ':F$7J0*%* _GLKE`2 XZKE '(1 =K.@E 1*:*%F&(* b5Z U%$F '+7$%J:&$( #&(*7 &( :0* (*'%M@. _RVVMWVVV (F` N0* GLKE F*'74%*7 ' +%&H0:(*77 &( :0* :0*%F'# @. _l2Q n WV2R "F`2 @( '## /'7*7 ' F$1*# $U :0* K'%:0c7 ':F$7J0*%* &(/#41&(H ' J%$U* $U :0* 7J':&'# 1&7:%&+4:&$( $U N':*% B'J$4% &7 %*h4&%*1 :$ 1*%&B* b5Z U%$F :0* F*'74%*F*(:72 G&B*( :0*7* 7&H(&U&/'(: 1&UU*%*(/*7 :0* 1*H%** $U h4'(:&:':&B* 'H%**F*(: U$4(1 &7 h4&:* %*F'%8'+#* _"&H2 W`2 @: &7 &FJ$%:'(: :$ ($:* :0': :0* '/:4'# 1&7:%&+4:&$( $U N':*% B'J$4% &( :0* ':F$7J0*%* &7 4(8($N( U$% '## '%/0&B'# 1':' %*H'%1#*77 $U :0* 7$4%/*- 7&(/* :0&7 /'( $(#D +* J%$B&1*1 +D /$(:*FJ$%'(*$47 %'1&$7$(1* #'4(/0*72 I0* 7/'#* 0*&H0: $U N':*% B'J$4% &7 :&F* 1*J*(1*(:- :0*%*U$%* '## %*74#:7 +'7*1 $( '%/0&B'# 1':' '%* 'UU*/:*1 +D 7D7:*F':&/ *%%$%7 $U 4J :$ OVp '7 ' /$(7*h4*(/* $U 47&(H ' F*1&'( J%$U*2 Table 1: =*1&'( b5Z U$% b'%'('# 1*%&B*1 U%$F H%$4(1M+'7*1 7J*/:%$7/$JD '(1 %*F$:*M7*(7&(H +D 7':*##&:* &(7:%4F*(:7 '(1 U%'/:&$( $U (&H0:7 N&:0 b5Z #*77 :0'( ' H&B*( B'#4*2 "$% /$FJ'%&7$( :0* F*1&'( b5Z U$% ='4(' )*' &7 '+$4: W2Q FF2
Paranal IOES GOES MERIS
Median PWO QmmR O2W q V2] O2S q V2Q O2R q V2]
PWO S1 mm Q%R W]2Q S2P W2Q
PWO S 1.5 mm Q%R ]O WP2d R2d
PWO S 2 mm Q%R SR2] ]P Od
"$% b'%'('# B*%D H$$1 h4'(:&:':&B* 'H%**F*(: +*:N**( XZKE '(1 :0* 7':*##&:* 1':' &7 U$4(12 9 U*N *^'FJ#*7 $U :0* *^/*##*(: 'H%**F*(: +*:N**( XZKE '(1 GLKEm=K.@E &( :0* U$%F $U :&F* 7*%&*7 1&'H%'F7 '%* H&B*( &( U&H4%*7 O :$ S2 C$ ?*%$MJ$&(: $UU7*:7 $% 7/'#&(H U'/:$%7 0'B* +**( 'JJ#&*1 N0*( /$FJ'%&(H :0* 1':' 7*:72 9 F*1&'( b5Z $U O2W FF &7 U$4(1 U$% b'%'('# _:'+#* W` +'7*1 $( XZKE 1':' /$B*%&(H :0* J*%&$1 OVVWMOVVP2 I0* 7:'(1'%1 1*B&':&$( H&B*( 1*7/%&+*7 :0* 7/'::*% 7**( $B*% :0* D*'%72 I0&7 B'#4* &7 &( *^/*##*(: 'H%**F*(: N&:0 :0* J%*B&$47 b5Z %*74#:7 %*J$%:*1 U$% 7&:* :*7:&(H U$% Z>I2 E$F* 1%DM+&'7 /'( +* *^J*/:*1 U$% XZKE 1':' 7&(/* 7:'(1'%1 7:'%7 $+7*%B':&$(7 '%* $(#D 1$(* 4(1*% /#*'% 78D /$(1&:&$(72 "$% GLKE 1':' ' B'#4* $U O2S FF &7 %*J$%:*12 I0* H*$7:':&$('%D GLKE 7':*##&:* 4(1*%H$*7 */#&J7* J*%&$17 $U SP 1'D7 *'/0 :N&/* ' D*'%2 I0* F'^&F4F #$77 $U $+7*%B&(H :&F* &7 ] 0$4%7 0*(/* H$$1 :*FJ$%'# /$B*%'H* &7 F'&(:'&(*12 G&B*( :0* 7&H(&U&/'(: 1&UU*%*(/*7 &( :0* F*'74%&(H :*/0(&h4*7 :0* $+7*%B*1 'H%**F*(: &7 B*%D %*M'774%&(H'#7$ 7** 7*/:&$( ]2W2 "$% =K.@E :0* F*1&'( b5Z &7 0&H0*% ': O2R FF2 9 1*:'*1 '('#D7&7 70$N7 :0': =K.@E 7D7:*F':&/'##D $B*%*7:&F':*7 b5Z 4(1*% B*%D 1%D /$(1&:&$(7- #*'1&(H :$ ' N*: +&'7 &( :0* F*1&'(2
!!"" $ %& H@ < .1@9 :* /50 I J:":(K L: I M:(?$,K N< I G$,#K 5O/OPOQP5< //K5RK5< NB C!DE SCEK TTTT GU J-#7V4 TTTT !(:; J-#7V4 L:,#%K
!"#$%# '#()*+ ,-$, ./0 $"" 1$2#% $(# 1(#%#3,4 .50 $"" *)26(#% $(# $77#1,$8"#4 .90 $"" *:3,% $3; %1#7)$" 7-$($7,#(% $(# 7:((#7,4 $3; .),-)3 ,-# ?$(2)3 ")3#% %-:>3 :3 ,-)% (#')#> ;:76?#3,@ A#,6(3 ,: +:6( B+C!DE F:G: ")%, $3; $11(:'# :( ;)%$11(:'# ,-)% %68?)%%):3@
@: &7 &FJ$%:'(: :$ ($:* :0': b5Z $B*% b'%'('# 70$N7 J%$($4(/*1 7*'7$('# B'%&':&$(7 _"&H2 W`2 97 ' %*74#: /$(1&:&$(7 N# +* *(/$4(:*%*1 14%&(H :0* /$4%7* $U ' D*'% :0': '%* 7&H(&U&/'(:#D +*::*% '7 N*## '7 N$%7* :0'( N0': $(* N$4#1 *^J*/: U%$F :0* F*1&'(2 I'+#* W :0*%*U$%* '#7$ #&7:7 :0* J*%/*(:'H* $U (&H0:7 N&:0 b5Z /$(1&:&$(7 N*## 74&:*1 U$% @. $+7*%B':&$(7 _b5Z r O FF`2 I0*7* 7*'7$('# B'%&':&$(7 '%* 7:'+#* $B*% :0* D*'%7- N&:0 J*%&$17 $U 0&H0 b5Z $//4%%&(H 14%&(H :0* E$4:0*%( 74FF*% F$(:07 N0*( :0* 7&:* &7 J'%:&'##D 'UU*/:*1 +D :0* invierno altipl,nico2
Figure 1: .*/$%1 $U J%*/&J&:'+#* N':*% B'J$4% $B*% b'%'('#2 ;$FJ'%&7$( $U b5Z 1':' 1*%&B*1 U%$F XZKE '%/0&B'# 1':' '(1 7':*##&:* 1':' U$% :0* J*%&$1 OVVVMOVVP2 b%$($4(/*1 7*'7$('# B'%&':&$(7 '%* *B&1*(: '7 &7 :0* h4'(:&:':&B* 'H%**F*(: +*:N**( :0* 1&UU*%*(: 1':' 7*:72
Figure 2: ;$FJ'%&7$( $U b5Z 1':' 1*%&B*1 U%$F XZKE '%/0&B'# 1':' '(1 7':*##&:* 1':' s4(* :$ A*/*F+*% OVVP2
!!"" $ %& H@ < .1@< :* /50 I J:":(K L: I M:(?$,K N< I G$,#K 5O/OPOQP5< //K5RK5< NB C!DE SCEK TTTT GU J-#7V4 TTTT !(:; J-#7V4 L:,#%K
!"#$%# '#()*+ ,-$, ./0 $"" 1$2#% $(# 1(#%#3,4 .50 $"" *)26(#% $(# $77#1,$8"#4 .90 $"" *:3,% $3; %1#7)$" 7-$($7,#(% $(# 7:((#7,4 $3; .),-)3 ,-# ?$(2)3 ")3#% %-:>3 :3 ,-)% (#')#> ;:76?#3,@ A#,6(3 ,: +:6( B+C!DE F:G: ")%, $3; $11(:'# :( ;)%$11(:'# ,-)% %68?)%%):3@
Figure 3: ;$FJ'%&7$( $U b5Z 1':' 1*%&B*1 U%$F XZKE '%/0&B'# 1':' '(1 7':*##&:* 1':' U$% ='%/0 :$ ='D OVVS2
Figure 4: K(#'%H*1 7*/:&$( $U "&H4%* ]2 C$:* :0* *^/*##*(: h4'(:&:':&B* 'H%**F*(: +*:N**( :0* :0%** 1':' 7*:7 '(1 +*:N**( XZKE '(1 GLKE '#7$ ': B*%D #$N b5Z B'#4*72
!!"" $ %& H@ < .1@W :* /50 I J:":(K L: I M:(?$,K N< I G$,#K 5O/OPOQP5< //K5RK5< NB C!DE SCEK TTTT GU J-#7V4 TTTT !(:; J-#7V4 L:,#%K
!"#$%# '#()*+ ,-$, ./0 $"" 1$2#% $(# 1(#%#3,4 .50 $"" *)26(#% $(# $77#1,$8"#4 .90 $"" *:3,% $3; %1#7)$" 7-$($7,#(% $(# 7:((#7,4 $3; .),-)3 ,-# ?$(2)3 ")3#% %-:>3 :3 ,-)% (#')#> ;:76?#3,@ A#,6(3 ,: +:6( B+C!DE F:G: ")%, $3; $11(:'# :( ;)%$11(:'# ,-)% %68?)%%):3@
3. HEHICATEH PWO CAMPAIGFS IN$ 1*1&/':*1 /'FJ'&H(7 :$ F*'74%* b5Z N*%* /$(14/:*1 $( b'%'('# 14%&(H :0* J*%&$17 s4#D ]W7:M94H WV:0 '(1 C$B d:0MOV:0- OVVd2 ['7&/ U'/:7 $U :0* &(7:%4F*(:7 47*1 '%* H&B*( &( :'+#* O- N0* ' 7:':&7:&/'# 74FF'%D $U :0* $+7*%B':&$(7 '(1 1':' B$#4F* &7 J%*7*(:*1 &( :'+#* ]2 I0* H$'# N'7 :$ $J*%':* 7*B*%'# &(7:%4F*(:7 &( /$(/*%: &( $%1*% :$ H*: &(1*J*(1*(: F*'74%*F*(:7 $U b5Z $B*% ' 7:':&7:&/'##D %*#*B'(: J*%&$1 $U F$%* :0'( ' N**82 I0* 7/0*14#* $U :0* %'1&$7$(1* #'4(/0*7 N'7 /'%*U4##D '#&H(*1 N&:0 :&F*7 $U GLKE $+7*%B':&$(7 '7 N*## '7 :0* 1'D %'1&$7$(1* #'4(/0 ': 9(:$U'H'7:' '&%J$%:2 I0* U4## #'4(/0 7/0*14#* 0'1 +**( '4:0$%&?*1 S N**87 &( '1B'(/* +D :0* ;0*'( '&%7J'/* '4:0$%&:D2 "$% *'/0 #'4(/0 7J*/&U&/ J*%F&77&$( N'7 /$(U&%F*1 +D :*#*J0$(* WQ F&( +*U$%* :0* #'4(/02 A*:' $U :0* %'1&$7$(1* /'FJ'&H( '%* 1*7/%&+*1 &( ;0'/$( *: '#WS2 I*/0(&/'# &(U$%F':&$( $( :0* Z>I &(7:%4F*(:7 &7 'B''+#* ': 0::JemmNNN2*7$2$%Hm7/&mU'/&:&*7mJ'%'('#m&(7:%4F*(:72 Table 2: E:':&7:&/'# 74FF'%D $U :0* b5Z /'FJ'&H(7 /$(14/:*1 ': b'%'('# '(1 9%F'?$(*7 14%&(H s4#Dm94H '(1 C$B*F+*% OVVd2 Instrument [9;6KE XZKE Z@E@. ;
[email protected] @.=9 WW .'1&$7$(1*7 @.=9 WO
Period 94H WMWV:0 s4#D ]W7: g94H P:0 s4#D ]W7: M 94H Wl:0 s4#D Od:0 g 94H WQ:0 s4#D Od:0 g94H WV:0 s4#D OdM 94H WV:0 94H ]%1MP:0
Hata collected oWSV 7J*/:%'- /'1*(/* WQM]V F&( WV2Q 0- oSRQ 7J*/:%' /'1*(/* 4J :$ ]V7 oSV 7J*/:%' oQV 7J*/:%' oWQV 0T /'1*(/* 7*/$(17 O] 74//*77U4# #'4(/0*7 *'/0 oW2Q 0 $U 1':'- J%$U* 4J :$ OVMOQ 8F oQV 0 *'/0 $( b'%'('# n 9%F'?$(*7- /'1*(/* 7*/$(17
XZKE Z@E@. ;
[email protected] @.=9 WO .'1&$7$(1*7 @.=9 WW
C$B WW:0 MWR:0 C$B WV:0 M OW7: C$B d:0 M OW7: C$B d%1 M OV:0- /$(: C$B d:0 M Wd:0 C$B P:0 M Wd:0
WW 0- oSQV 7J*/:%' /'1*(/* 4J :$ ]V7 oOQ 7J*/:%' olV 7J*/:%' oOVV 0 b'%'('#- /'1*(/* 7*/$(17T #*U: $J*%':&(H Od 74//*77U4# #'4(/0*7 *'/0 oW2Q 0 $U 1':'- J%$U* 4J :$ OVMOQ 8F oWOV 0 b'%'('#- PQ 0 $( 9%F'?$(*7 /'1*(/* 7*/
"$% :0* 7*/$(1 /'FJ'&H( _C$B OVVd` 7/0*14#&(H $U $+7*%B':&$(7 N'7 $J:&F&?*1 :$ F'^&F&?* :0* (4F+*% $U J'%'##*# $+7*%B':&$(7 &( $%1*% :$ /%$77MB'#&1':* :0* B'%&$47 &(7:%4F*(:7 '(1 F*:0$172 IN$ @.=97W- P N*%* $J*%':*1 &( J'%'##*# $( b'%'('# '(1 9%F'?$(*7- %*7J*/:&B*#D U$% Q (&H0:7 _7** 7*/:&$( ]2]`2 ;'#&+%':&$( $U :0* @. %'1&$F*:*%7 N'7 &FJ%$B*1 1$&(H 7/'(7 U%$F ?*(&:0 :$ 0$%&?$(- 7$M/'##*1 78DM1&J72 A':' '('#D7&7 N'7 $J:&F&7*1 F'8&(H F'^&F4F 47* $U KEL J&J*#&(* 1':' %*14/:&$(2 A4%&(H :0* :N$ /'FJ'&H(7 $( b'%'('# '( 4(J%*/*1*(:*1 (4F+*% $U &(7:%4F*(:7 0'7 +**( 47*1 :$ 1*%&B* b5Z &( '( '7:%$($F&/'# /$(:*^: %*74#:&(H &( 4(&h4* 1':' 7*:72 b'%'##*# /$B*%'H* +D F$%* :0'( $(* &(7:%4F*(: 0'7 +**( '/0&*B*1 $B*% *^:*(7&B* J*%&$172 ;'%*U4# /$$%1&(':&$( N&:0 :0* #'4(/0 7/0*14#* $U :0* %'1&$7$(1*7 0'7 '##$N*1 47 :$ 1&%*/:#D B'#&1':* :0* &(1&B&14'# F*:0$17 N&:0 %*7J*/: :$ :0* %'1&$7$(1* F*'74%*F*(:7 M :0* '//*J:*1 7:'(1'%1 &( ':F$7J0*%&/ 7$4(1&(HT 7** 7*/:&$( ]2W2 5*':0*% /$(1&:&$(7 0'B* +**( H$$1 :0%$4H0 F$7: $U :0* /'FJ'&H(7 N&:0 7$F* J*%&$17 $U 0&H0 /&%%472 b5Z F$7:#D B'%&*1 +*:N**( W '(1 S FF N&:0 7$F* J*%&$17 '7 #$N '7 V2Q FF H&B&(H 47 'FJ#* $JJ$%:4(&:D :$ 7'FJ#* :0* %'(H* VMO FF $U &(:*%*7: :$ @. '7:%$($FD _"&H72 Q n l`2 I0* *^/*##*(: :&F* /$B*%'H* J%$B&1*1 +D :0* B'%&$47 &(7:%4F*(:7 0'7 '##$N*1 B'%&$47 /$FJ'%&7$(7 '(1 *^/*##*(: 'H%**F*(: M U*N :*(:0 $U ' FF M &7 U$4(1 &( F'(D &(7:'(/*72 ;'#&+%':&$( $U :0* @. %'1&$F*:*%7 0'7 +**( &FJ%$B*1 +D J*%U$%F&(H 7/'(7 U%$F ?*(&:0 :$ 0$%&?$(- 7$M/'##*1 78D 1&J72 I0* &(/%*'7*1 #&(* $U 7&H0: :0%$4H0 :0* ':F$7J0*%* %*74#:7 &( '( &(/%*'7* $U '+$4: '( $%1*% $U F'H(&:41* &( :0* $+7*%B*1 b5Z /$#4F(2 50*( J*%U$%F*1 N&:0 :N$ %'1&$F*:*%7 #$$8&(H ': :0* 7'F* %*H&$( $U :0* 78D &( J'%'##*# *^/*##*(: /%$77M /'#&+%':&$( /'( +* '/0&*B*12 @( $4% /'7* :0* &FJ%$B*1 /'#&+%':&$( %*74#:*1 &( 'H%**F*(: +*:N**( @.=9 WW '(1 WO ': :0* V2OQ FF #*B*# $B*% :0* %'(H* $U WMS FF b5Z2
!!"" $ %& H@ < .1@Q :* /50 I J:":(K L: I M:(?$,K N< I G$,#K 5O/OPOQP5< //K5RK5< NB C!DE SCEK TTTT GU J-#7V4 TTTT !(:; J-#7V4 L:,#%K
!"#$%# '#()*+ ,-$, ./0 $"" 1$2#% $(# 1(#%#3,4 .50 $"" *)26(#% $(# $77#1,$8"#4 .90 $"" *:3,% $3; %1#7)$" 7-$($7,#(% $(# 7:((#7,4 $3; .),-)3 ,-# ?$(2)3 ")3#% %-:>3 :3 ,-)% (#')#> ;:76?#3,@ A#,6(3 ,: +:6( B+C!DE F:G: ")%, $3; $11(:'# :( ;)%$11(:'# ,-)% %68?)%%):3@
Table 3e E4FF'%D $U :0* &(7:%4F*(:':&$( 47*1 14%&(H :0* 1*1&/':*1 b5Z /'FJ'&H(7 Instrument
Type
Location
Wavelength coverage
Spectral resolution
Hata product
Comments
Z'&7'#' .EdO
.'1&$7$(1*
>'4(/0*1 QVF +*#$N b'%'('#
(m'
(m'
9:F$7J0*%&/ J%$U* $U I*FJ*%':4%*04F&1&:D- b5Z
@(M7&:4 F*'74%*F*(: '7/*(: :$ oOV 8F
@. %'1&$F*:*%
b'%'('# n 9%F'?$(*7
OV "F
@. 7J*/:%4F M b5Z
94:$($F$47 4(&:7
LJ:&/'# /%$77M 1&7J*%7*1 K/0*##* EJ*/:%$F*:*%
E&:* :*7:&(H :*#*7/$J* $( b'%'('# 74FF&:
SVVMdVV (F
WPVVV
LJ:&/'# 7J*/:%4F M b5Z
EF'## /$FF*%/&'##D 'B''+#* EJ*/:%$F*:*%
;
[email protected]
@. b%*M 1&7J*%7*1 K/0*##* EJ*/:%$F*:*%
C'7FD:0 J#':U$%F $U XI W _Z>I $( b'%'('#`
dQVMQVVV (FT 47*1e QV]PMQVl] (F
WVVVVV
b&J*#&(* %*14/*1 @. 7J*/:%4F g ':F$7J0*%&/ F$1*# g b5Z
KEL (*'%M%*'# :&F* b5Z F$(&:$%R
XZKE
LJ:&/'# /%$77M 1&7J*%7*1 K/0*##* EJ*/:%$F*:*%
C'7FD:0 J#':U$%F XI O _Z>I $( b'%'('#`
]QVMWVVV (FT 47*1e RWVMPQV (F
OVVVVM WVVVVV
b&J*#&(* %*14/*1 7J*/:%4F- [I.9= U&: '#H$%&:0F M b5Z/U 7*/:&$( O
KEL (*'%M%*'# :&F* b5Z F$(&:$%l
Z@E@.
F&1M@. 7J*/:%$F*:*%
;'77*H%'&( XI ] _Z>I $( b'%'('#`
Wd2]SMWd2ll "F
SQVV
b&J*#&(* %*14/*1 @. 7J*/:%4F g ':F$7J02 F$1*# M b5Z
KEL (*'%M%*'# :&F* b5Z F$(&:$%R
@.=9 n WO
WW
[9;6KE
47*1e RWVM R]V (F
Figure 5: ;$FJ'%&7$( $U b5Z 1':' 1*%&B*1 U%$F :0* B'%&$47 F*:0$17 14%&(H :0* b5Z /'FJ'&H( $( b'%'('# 14%&(H s4#D '(1 94H47: OVVd2 E0'%J 7J&8*7 $U 0&H0 b5Z /$%%*7J$(1 :$ J*%&$17 N&:0 7$F* /#$41 /$B*%2
!!"" $ %& H@ < .1@X :* /50 I J:":(K L: I M:(?$,K N< I G$,#K 5O/OPOQP5< //K5RK5< NB C!DE SCEK TTTT GU J-#7V4 TTTT !(:; J-#7V4 L:,#%K
!"#$%# '#()*+ ,-$, ./0 $"" 1$2#% $(# 1(#%#3,4 .50 $"" *)26(#% $(# $77#1,$8"#4 .90 $"" *:3,% $3; %1#7)$" 7-$($7,#(% $(# 7:((#7,4 $3; .),-)3 ,-# ?$(2)3 ")3#% %-:>3 :3 ,-)% (#')#> ;:76?#3,@ A#,6(3 ,: +:6( B+C!DE F:G: ")%, $3; $11(:'# :( ;)%$11(:'# ,-)% %68?)%%):3@
Figure 6: ;$FJ'%&7$( $U b5Z 1':' 1*%&B*1 U%$F :0* B'%&$47 F*:0$17 14%&(H :0* b5Z /'FJ'&H( $( b'%'('# 14%&(H C$B*F+*% OVVd2
3.1 Comparison of methods and validation with respect to Radiosondes .'1&$7$(1*7 '%* :0* '//*J:*1 7:'(1'%1 F*:0$1 U$% ':F$7J0*%&/ 7$4(1&(H2 L:0*% F*:0$17 U$% 1*:*%F&(&(H '( ':F$7J0*%&/ J'%'F*:*% +D %*F$:* 7*(7&(H '%* 474'##D B'#&1':*1 +D /$FJ'%&7$( N&:0 %'1&$7$(1* #'4(/0*72 5* 0'B* U$##$N*1 :0&7 '//*J:*1 'JJ%$'/0 &( $4% *UU$%:7 :$ B'#&1':* :0* B'%&$47 F*:0$17 :$ F*'74%* b5Z _:'+#* S`2 Table 4: ;$FJ'%&7$( $U B'%&$47 F*:0$17 N&:0 %'1&$7$(1*7
Instrument
Wavelength range used
Fumber of data points
PWO range QmmR
Correlation slope, intercept[ R2
As Col 5 intercept\0, R2
Adopted accuracy
BACLES
RWVMPQV (F
Ol
V2]Q g WV
V2RRkV2OOT V2dR
V2POT V2dl
WQpT ! V2] FF
IOES
RWVMPQV (F
Od
V2S g ]2]
V2lOkV2SdT V2Rd
V2PST V2lP
WQpT ! V2] FF
CRIRES
QV]PMQVl] (F
SP
V2S g O2d
V2RQkV2]OT V2RS
V2dOT V2RV
WQpT ! V2] FF
OISIR
Wd2]MWd2R "F
Ol
V2l g S
W2OOkV2VWT V2lS
W2OOT V2lS
OVpT ! V2] FF
IRMA all
OV "F
QR
V2S g WV
V2dlkV2VST V2d]
V2dRT V2d]
QpT ! V2OQ FF
IRMA Paranal
OV "F
SQ
V2S g ]2P
V2PRkV2WWT V2PS
V2dOT V2P]
QpT ! V2OQ FF
GOES La Silla
l2R- WV2R "F
WR
] g WV
V2QSkO-RST V2S]
V2dRT V2WO
OQpT ! V2Q FF
GOES Paranal
l2R- WV2R "F
QO
V2S g S
V2OVkW2lVT V2VQ
V2dQT MV2Rl
OQpT ! V2Q FF
I0* '+7$#4:* '//4%'/D $U b5Z 1*%&B*1 U%$F %'1&$7$(1*7 &7 '( &FJ$%:'(: &774* &( :0&7 /$(:*^:2 @( :0* #&:*%':4%* '( '+7$#4:* '//4%'/D $U Qp $B*%'## &7 %*J$%:*1 '(1 $U $%1*% WQp &( B*%D 1%D /$(1&:&$(7WQ- Wl2 L(* '#7$ 0'7 :$ 8**J &( F&(1 :0': ' %'1&$7$(1* 7'FJ#*7 1':' '#$(H &:7 :%'a*/:$%D N0&/0 /'%%&*7 &: :$ '+$4: OV :$ OQ 8F '#:&:41* $B*% :0* /$4%7* $U '+$4: '( 0$4% :%'B*#&(H ' 0$%&?$(:'# 1&7:'(/* $U PVMWQV 8F2 b5Z &7 :0*( 1*%&B*1 U%$F :0* J%$U* U$% :0* N0$#* /$#4F( '#:0$4H0 N':*% B'J$4% &7 /$(/*(:%':*1 &( :0* #$N*% U*N 8$F*:*%72 6*(/* :0* %'1&$7$(1*7 '(1 '7:%$($F&/'# 7J*/:%$H%'J07 '%* ($: 7'FJ#&(H :0* 7'F* /$#4F( $U '&% '(1 ' WeW 'H%**F*(: +*:N**( %*:%&*B*1 b5Z &7 ($: :$ +* *^J*/:*1 *B*( 4(1*% B*%D 7:'+#* /$(1&:&$(72 9 :$:'# $U RV %'1&$7$(1*7 0'B* +**( 74//*77U4##D #'4(/0*1 14%&(H :0* :N$ /'FJ'&H(7 $( >' E#' '(1 b'%'('#2 E&(/* :0* +'##$$( '7/*(17 ': ' %':* $U ' U*N Fm7 $(#D ' 7F'## N&(1$N $U '+$4: ]VMlV F&( &7 'B''+#* :$ /$(14/: F*'(&(HU4# J'%'##*# $+7*%B':&$(7 N&:0 $:0*% F*:0$172 "$% ' 7:'(1M'#$(* 0&H0 :&F* %*7$#4:&$( F$(&:$% 74/0 '7 @.=9 :0&7 &7 %*#':&B*#D *'7D :$ '/0&*B*- N0* U$% &(7:%4F*(:7 $( :0* Z>I /'%*U4# J#'((&(H '(1 U#*^&+&:D &7 *77*(:&'#2
!!"" $ %& H@ < .1@Y :* /50 I J:":(K L: I M:(?$,K N< I G$,#K 5O/OPOQP5< //K5RK5< NB C!DE SCEK TTTT GU J-#7V4 TTTT !(:; J-#7V4 L:,#%K
!"#$%# '#()*+ ,-$, ./0 $"" 1$2#% $(# 1(#%#3,4 .50 $"" *)26(#% $(# $77#1,$8"#4 .90 $"" *:3,% $3; %1#7)$" 7-$($7,#(% $(# 7:((#7,4 $3; .),-)3 ,-# ?$(2)3 ")3#% %-:>3 :3 ,-)% (#')#> ;:76?#3,@ A#,6(3 ,: +:6( B+C!DE F:G: ")%, $3; $11(:'# :( ;)%$11(:'# ,-)% %68?)%%):3@
Figure 7: ;$FJ'%&7$( $U b5Z F*'74%*1 +D %'1&$7$(1*7 N&:0 @.=9 _4JJ*% #*U:`- ;
[email protected] _4JJ*% %&H0:`- XZKE _#$N*% #*U:` '(1 Z@E@. _#$N*% %&H0:` 14%&(H 94H '(1 E*J OVVd2
I0* /$%%*#':&$( +*:N**( b5Z 1*%&B*1 U%$F %'1&$7$(1*7 1':' '(1 F*'74%*1 +D $:0*% F*:0$17 &7 B*%D N*## 1*U&(*1 _"&H2 RT ' U*N 1':' J$&(:7 :'8*( 14%&(H /#$41D /$(1&:&$(7 0'B* +**( *^/#41*1`2 "$% @.=9 N0&/0 N'7 'B''+#* $( +$:0 b'%'('# '(1 >' E#' &: &7 B*%D N*## 1*U&(*1 $B*% :0* b5Z %'(H* V2QMWV FF N&:0 ' 7#$J* B*%D /#$7* :$ $(* '(1 ' F&(&F'# ?*%$M J$&(: $UUM7*:2 5&:0&( :0* '//4%'/&*7 $U :0* F*:0$17 N* U&(1 /$FJ#*:* 'H%**F*(: +*:N**( :0*&% b5Z %*74#:72 I0&7 &7 1*7J&:* :0* U'/: :0': @.=9 7'FJ#*7 ' J*(/M+*'F ': :0* ?*(&:0- N0* :0* %'1&$7$(1* 7'FJ#*7 '#$(H &:7 :%'a*/:$%D N0&/0 /$B*%7 ' 7&H(&U&/'(: 1&7:'(/* +$:0 &( 0$%&?$(:'# 1&%*/:&$( '(1 '#:&:41*2 I0* %*74#: 70$N7 :0': :0* +#'/8M+$1D /'#&+%':&$( $U :0* @.=9 D&*#17 B*%D %*#&'+#* %*74#:72 "$% :0* '7:%$($F&/'# 7J*/:%$H%'J07 $( b'%'('# :0* %*#':&$( 0$#17 B*%D N*## $B*% :0* %'(H* $U V2QgS FF2 @: &7 h4&:* %*F'%8'+#* :0': :0&7 &7 %*'#&?*1 $B*% :0* N'B*#*(H:0 %'(H* $U V2R :$ OV "F2 @( 74JJ$%: $U 7/&*(/* $J*%':&$(7 $( b'%'('# b5Z F*'74%*F*(:7 :'8*( N&:0 B'%&$47 Z>I &(7:%4F*(:7 '%* 47*1 &( (*'%M %*'# :&F*2 "$% 1*:' 7** :0* :N$ KEL N*+ 7&:*7l- R '(1 EF*::* *: '#2Q2 3.2 Comparison with GOES 5* '#7$ /$FJ'%*1 :0* b5Z 1':' U%$F GLKE N&:0 :0* %'1&$7$(1*7 '(1 &( ' J4%*#D 7:':&7:&/'# 7*(7* :0* 'H%**F*(: U$4(1 &7 %':0*% %*'7$('+#* _"&H P'`2 I0* (4F*%&/'# /$%%*#':&$( B'#4*7 N&:0 :0* %'1&$7$(1*7 '%* &( U'/: *^/*##*(: _/$#4F( l &( I'+#* S` U4##D /$(7&7:*(: N&:0 :0* U&(1&(H7 U%$F :0* XZKE '%/0&B'# 1':'2 6*(/* &: &7 7'U* :$ '774F* :0': GLKE 1':' /'( +* 47*1 74//*77U4##D U$% /0'%'/:*%&?':&$( $U 7&:*7 &( :*%F7 $U b5Z J%$B&1*1 ' 74+7:'(:&'# :&F* +'7* &7 47*1 '(1 J%$B&1*1 :0* *(B&%$(F*(: &7 B*%D 0$F$H*(*$47 '7 &7 :0* /'7* U$% C$%:0*%( ;0*2 [$:0 :0*7* /$(1&:&$(7 '%* U4#U#*1 U$% b'%'('# '(1 H$$1 'H%**F*(: +*:N**( GLKE '(1 $:0*% F*:0$17 &7 U$4(12
!!"" $ %& H@ < .1@R :* /50 I J:":(K L: I M:(?$,K N< I G$,#K 5O/OPOQP5< //K5RK5< NB C!DE SCEK TTTT GU J-#7V4 TTTT !(:; J-#7V4 L:,#%K
!"#$%# '#()*+ ,-$, ./0 $"" 1$2#% $(# 1(#%#3,4 .50 $"" *)26(#% $(# $77#1,$8"#4 .90 $"" *:3,% $3; %1#7)$" 7-$($7,#(% $(# 7:((#7,4 $3; .),-)3 ,-# ?$(2)3 ")3#% %-:>3 :3 ,-)% (#')#> ;:76?#3,@ A#,6(3 ,: +:6( B+C!DE F:G: ")%, $3; $11(:'# :( ;)%$11(:'# ,-)% %68?)%%):3@
;#$7*% &(7J*/:&$( $U :0* 1':' :'8*( 14%&(H :0* /'FJ'&H(7 $( +$:0 >' E#' _0&H0 :$ F$1*%':* b5Z` '(1 b'%'('# _#$N b5Z` 70$N7 :0': GLKE B'#4*7 /'( 1*B&':* 7&H(&U&/'(:#D U%$F %'1&$7$(1* %*74#:7 _"&H P+`2 I0&7 &7 '#7$ +$%( $4: &( ' (4F*%&/'# 7*(7* $(/* :0* J%*/$(1&:&$( $U ' ?*%$ &(:*%/*J: &7 #&U:*1 _/$#4F( Q &( :'+#* S`2 @( U'/: :0* 1&7:%&+4:&$( U$% :0* b'%'('# 1':' _"&H P+` 70$N ' /4%&$47 +4::*%U#D J'::*%( &( N0&/0 $B*%M '(1 4(1*%*7:&F':*7 $U b5Z +D GLKE /'(/*# 74/0 :0': ' ('tB* %*H%*77&$( N&:0 &(:*%/*J: ?*%$ F&F&/87 ' #&(*'% /$%%*#':&$(2 E&F'%#D- /$FJ'%&7$( +*:N**( @.=9 M N0&/0 &7 ' B*%D H$$1 J%$^& U$% %'1&$7$(1*7 1':' _"&H2 R'` M '(1 GLKE 1':' &( :0* J*%&$1 94HmE*J OVVd 70$N $(#D ' B*%D N*'8 /$%%*#':&$(2
Figure _: '` ;$FJ'%&7$( $U b5Z F*'74%*1 +D %'1&$7$(1*7 '(1 GLKE- :0* %*H%*77&$( B'#4*7 H&B*( '%* U$% >' E#' '(1 b'%'('# /$F+&(*1 _#*U:`T +` : E'F* U$% #$N b5Z $( b'%'('#2 C$:* :0* /4%&$47 +4::*%U#D J'::*%(2
5* /$(/#41* :0': GLKE F*'74%*F*(:7 '%* ($: 74&:'+#* :$ 1*%&B* b5Z N&:0 :0* '//4%'/D %*h4&%*1 U$% 47* &( $+7*%B':$%D $J*%':&$(7 74/0 '7 7/0*14#&(H $+7*%B':&$(7 +'7*1 $( b5Z /$(7:%'&(:72 .*'7$(7 U$% :0&7 '%* &( :0* #&F&:*1 7J':&'# %*7$#4:&$( $U GLKE $+7*%B':&$(7 '(1 :0* 'JJ%$^&F':&$( $U '/:4'# :0* 1&7:%&+4:&$( $U N':*% B'J$4% &( :0* ':F$7J0*%* +D ' F*1&'( J%$U*2 I0&7 *UU*/: &7 *B*( F$%* J%$($4(/*1 U$% ' 7&:* #&8* >' E#' N0*%* N*::*% %*H&$(7 '%* J%*7*(: &( :0* 7'F* GLKE U$$:J%&(:2 E** :0* /$(:%&+4:&$( +D 34*%*# ': '#WW U$% ' F$%* 1*:'*1 1&7/477&$(2 3.3 PWO offset between Paranal (2635m) and Armazones (3050m)
Figure 9: C':4%'# B'%&':&$( &( :0* $UU7*:7 &( b5Z +*:N**( b'%'('# '(1 9%F'?$(*72 C$:* :0': 14%&(H =sA QQWSP :$ QQWQO @.=9 WW '(1 WO N*%* #$/':*1 $( 9%F'?$(*7 '(1 b'%'('#- %*7J*/:&B*#D- %*74#:&(H &( ' ($:&/*'+#* $UU7*:2 A4%&(H :0* %*7: $U :0* /'FJ'&H( +$:0 4(&:7 N*%* /$M#$/':*1 $( b'%'('# 70$N&(H *^/*##*(: 'H%**F*(: &( b5Z2
!!"" $ %& H@ < .1@/O :* /50 I J:":(K L: I M:(?$,K N< I G$,#K 5O/OPOQP5< //K5RK5< NB C!DE SCEK TTTT GU J-#7V4 TTTT !(:; J-#7V4 L:,#%K
!"#$%# '#()*+ ,-$, ./0 $"" 1$2#% $(# 1(#%#3,4 .50 $"" *)26(#% $(# $77#1,$8"#4 .90 $"" *:3,% $3; %1#7)$" 7-$($7,#(% $(# 7:((#7,4 $3; .),-)3 ,-# ?$(2)3 ")3#% %-:>3 :3 ,-)% (#')#> ;:76?#3,@ A#,6(3 ,: +:6( B+C!DE F:G: ")%, $3; $11(:'# :( ;)%$11(:'# ,-)% %68?)%%):3@
['7*1 $( :0* '('#D7&7 $U %'1&$7$(1* J%$U*7 '(1 @.=9 $+7*%B':&$(7 ': +$:0 7&:*7 N* U&(1 :0': '( 'B*%'H* $UU 7*: $U V2]qV2O FF &7 :$ +* *^J*/:*1 N0&/0 &7 /$(7&7:*(: N&:0 :0* 1&UU*%*(/* &( '#:&:41*2 >$/'# B'%&':&$(7 N# +* &FJ$%:'(: '7 N* 0'B* 7**( 14%&(H ' g B*%D #&F&:*1 g J*%&$1 $U J'%'##*# F*'74%*F*(:72 "$% Q 1'D7 '(1 (&H0:7 :N$ @.=97 N*%* #$/':*1 $( b'%'('# '(1 9%F'?$(*7 _"&H2 d`2 I0* $UU 7*: %*#':*1 :$ '#:&:41* &7 *B&1*(: '7 '%* (':4%'# 0$%&?$(:'# '(1 #$/'# b5Z B'%&':&$(7 ': :0* U%'/:&$('# FF #*B*#2 I0* #'%H*7: $UU 7*: $+7*%B*1 &7 '%$4(1 W FF '(1 &: 7**F7 :$ +* #$N*7: ': #$N b5Z2 C$:* :0': +$:0 F*:0$17 g %'1&$7$(1*7 '(1 @. %'1&$F*:*%7 g '%* ': :0*&% #&F&:&(H '//4%'/&*7 &( :0&7 b5Z 1$F'&(2 A4%&(H 7&:* :*7:&(H U$% I=I L:'%$#'WR 1*B&7*1 ' /#*B*% 7/0*F* :$ 1*%&B* b5Z U%$F 74%U'/* N*':0*% 1':'T :0*D U&(1 ' F*1&'( B'#4* $U O2d FF U$% 9%F'?$(*72 3.4 Findings of the PWO campaigns I0* F'&( %*74#: U%$F :0* &(:*%/$FJ'%&7$( $U B'%&$47 &(7:%4F*(:7 14%&(H :0* /'FJ'&H(7 &7 :0': '## $U :0*F F*'74%* b5Z N&:0 H$$1 U&1*#&:D2 X7&(H %'1&$7$(1*7 '7 :0* %*U*%*(/* N* U&(1 :0': 'H%**F*(: N&:0 :0* @. %'1&$F*:*% @.=9 &7 *^/*##*(: J%$B&1&(H %*74#:7 :0': '%* &(1&7:&(H4&70'+#* :'8&(H &(:$ '//$4(: :0* *%%$%7 '77$/&':*12 =$%*$B*%- :0* @.=9 J%$B&1*7 &(U$%F':&$( $U :0* '&% F'77 1&%*/:#D '+$B* :0* $+7*%B':$%D2 I0* &(:*%('# J%*/&7&$( $U @. %'1&$F*:*% 1':' &7 '+$4: ]p N0* :0* '//4%'/D &7 *7:&F':*1 ': Qp +4: ($: +*::*% :0'( V2OQ FF2 .*#':&B* 'H%**F*(: +*:N**( :N$ @.=9 4(&:7 F*'74%&(H ': :0* 7'F* 7&:* &7 *^:%*F*#D H$$1 $( :&F* 7/'#*7 $U ' U*N 7*/$(17 :$ 0$4%72 I0* B'%&':&$( $U b5Z $B*% :&F* &7 7F$$:0 '#:0$4H0 7&H(&U&/'(: /0'(H*7 /'( $//4% $B*% $(* 0$4%2 Z'%&':&$(7 $U b5Z $U ' U*N J*%/*(: $//4% $( :&F*7 7/'#*7 $U 7*/$(17 $% ' U*N F&(4:*7 '7 %*/$%1*1 +D :0* @.=972 I0* &(:*%('# J%*/&7&$( $U b5Z 1':' U%$F $J:&/'# '(1 @. 7J*/:%$7/$JD &7 '+$4: Rp N0*%*'7 '//4%'/D &7 *7:&F':*1 :$ +* '+$4: WQMOVp +4: ($: +*::*% :0'( V2] FF2 34'(:&:':&B* 'H%**F*(: +*:N**( :0* &(1&B&14'# H%$4(1M+'7*1 %*F$:* 7*(7&(H :*/0(&h4*7 '(1 '(1 &(M7&:4 F*'74%*F*(:7 _%'1&$7$(1*7` &7 B*%D H$$1 _WVMOVp`2 E:%4/:4%* &( :0* 7J':&'# 1&7:%&+4:&$( $U N':*% B'J$4% &( :0* 78D M ': :0* U*N V2W FF #*B*# M /'( +* 1&%*/:#D *B&1*(/*1 '7 :*FJ$%'# B'%&':&$(7 &( :0* $+7*%B':&$(7 $U ' :%'(7&: &(7:%4F*(: _@.=9` '7 N*## '7 B'%&':&$(7 &( :0* b5Z U$4(1 U$% J$&(:*1 $+7*%B':&$(7 _$J:&/'# 7J*/:%$7/$JD`2
4. COFCLISIOF I0* b5Z 0&7:$%D $B*% b'%'('# 0'7 +**( %*/$(7:%4/:*1 U$% :0* J*%&$1 OVVWMOVVP +D '('#D7&7 $U XZKE '%/0&B'# 1':'2 I0* (*'%M@. J'%: $U :0* 7J*/:%4F 0'7 +**( '('#D7*1 47&(H :0* [I.9= ':F$7J0*%&/ F$1*#2 @( '11&:&$( 1*1&/':*1 F*'74%*F*(: /'FJ'&H(7 0'B* +**( /$(14/:*1 *('+#&(H 47 :$ h4'(:&:':&B*#D B'#&1':* B'%&$47 '7:%$($F&/'# 7J*/:%$H%'J07 /$B*%&(H ' N'B*#*(H:0 %'(H* $U RVVMOVVVV (F N&:0 %*7J*/: :$ %'1&$7$(1*7 :0* '//*J:*1 7:'(1'%1 &( ':F$7J0*%&/ %*7*'%/02 Z*%D 7':&7U'/:$%D 'H%**F*(: 0'7 +**( U$4(1 U$% '## F*:0$17 N&:0 @.=9 1*#&B*%&(H :0* +*7: '//4%'/D /$F+&(*1 N&:0 0&H0 :&F* %*7$#4:&$(2 GLKE b5Z 1':' I'8&(H &(:$ '//$4(: ' 7F'## 1%DM+&'7 U$% :0* XZKE 1':' :0* F*1&'( b5Z U$% b'%'('# &7 1*%&B*1 ': O2] FF &( *^/*##*(: 'H%**F*(: N&:0 GLKE %*F$:* 7*(7&(H 1':' _O2S FF`2 ['7*1 $( $4% '('#D7&7 b'%'('# /'( +* 47*1 '7 ' %*U*%*(/* 7&:* U$% C$%:0*%( ;0*2 "$% 9%F'?$(*7 '( $UU7*: $U V2] FF &7 U$4(1 +'7*1 $( '#:&:41* 1&UU*%*(/* $U '+$4: SVV F +4: #$/'# B'%&':&$(7 $U ' U*N :*(:0 $U ' F#&F*:*% '%* J%*7*(: 7$ 0$%&?$(:'# B'%&':&$(7 '%* &FJ$%:'(: *B*( U$% /#$7*#D '1a'/*(: 7&:*72 I0* H$'#7 $U :0* b5Z J%$a*/: 0'B* +**( F*: &( U4##2 I0* %*74#:7 $U :0&7 7:41D 0'B* +**( /$FF4(&/':*1 :$ :0* E&:* E*#*/:&$( 91B&7$%D ;$FF&::** /$(:%&+4:&(H 1&%*/:#D :$ :0* 7&:* 7*#*/:&$( J%$/*77 U$% :0* U4:4%* KMK>I2 "%$F '('#D7&7 $U '%/0&B'# 1':' '(1 :0* %*74#:7 U%$F :0* /'FJ'&H(7 &: &7 $+B&$47 :0': b5Z /'( 74//*77U4##D +* F$(&:$%*12 9/:4'##D b5Z B'#4*7 U$% b'%'('# '(1 ($N %$4:&(*#D F$(&:$%*1 47&(H 7J*/:%' :'8*( N&:0 ;
[email protected] XZKE- Z@E@. '(1 fM 70$$:*%l- R2 5* /$(/#41* :0': b5Z 70$4#1 +* 47*1 '7 ' /$(7:%'&(: &( J#'((&(H $+7*%B':&$(72 E:*J7 :$ :0&7 *(1 '%* J#'((*1 U$% :0* &FF*1&':* U4:4%* U$% b'%'('# $+7*%B':$%D2 "$% :0* KMK>I ' 7:'(1M'#$(* 0&H0 :&F* %*7$#4:&$( b5Z F$(&:$% N# +* '( *77*(:&'# J'%: $U :0* &(U%'7:%4/:4%* &( $%1*% :$ $J:&F&?* :0* 7/&*(:&U&/ $4:J4: $U :0* $J*%':&$(72 Acknowledgements: I0&7 N$%8 0'7 +**( U4(1*1 +D :0* KMK>I J%$a*/: &( :0* /$(:*^: $U 7&:* /0'%'/:*%&?':&$(2 I0* F*'74%*F*(:7 0'B* +**( F'1* J$77&+#* +D :0* /$$%1&(':*1 *UU$%: $U :0* J%$a*/: :*'F '(1 :0* $+7*%B':$%D 7&:* 0$7:&(H &:2 5* N$4#1 #&8* :$ :0'(8 '## :0* :*/0(&/'# 7:'UU- '7:%$($F*%7 '(1 :*#*7/$J* $J*%':$%7 ': >' E#' '(1 b'%'('# N0$ 0'B* 0*#J*1 47 &( 7*::&(H 4J *h4&JF*(:- $J*%':&(H &(7:%4F*(:7 '(1 74JJ$%:&(H J'%'##*# $+7*%B':&$(72 5* :0'(8 :0* A&%*/:$%7 $U >' E#' b'%'('# $+7*%B':$%D _92 )'4U*%- =2 E:*%?&8- X2 5**(F'((` U$% '//$FF$1':&(H 74/0 ' 1*F'(1&(H J%$a*/: &( :0* $J*%':&$('# *(B&%$(F*(: $U :0* $+7*%B':$%D '(1 U$% H%'(:&(H
!!"" $ %& H@ < .1@// :* /50 I J:":(K L: I M:(?$,K N< I G$,#K 5O/OPOQP5< //K5RK5< NB C!DE SCEK TTTT GU J-#7V4 TTTT !(:; J-#7V4 L:,#%K
!"#$%# '#()*+ ,-$, ./0 $"" 1$2#% $(# 1(#%#3,4 .50 $"" *)26(#% $(# $77#1,$8"#4 .90 $"" *:3,% $3; %1#7)$" 7-$($7,#(% $(# 7:((#7,4 $3; .),-)3 ,-# ?$(2)3 ")3#% %-:>3 :3 ,-)% (#')#> ;:76?#3,@ A#,6(3 ,: +:6( B+C!DE F:G: ")%, $3; $11(:'# :( ;)%$11(:'# ,-)% %68?)%%):3@
:*/0(&/'# :&F*2 EJ*/&'# :0'(87 '%* 14* :$ :0* 0*'1 $U 7/&*(/* $J*%':&$(7 _;2 A4F'7` U$% 7J*/&U&/'##D '11&(H U#*^&+&:D :$ :0* 7/0*14#&(H *('+#&(H 47 :$ '/0&*B* J'%'##*# $+7*%B':&$(7 +*:N**(7 &(7:%4F*(:7 '(1 :0* %'1&$7$(1*72 5* '%* H%':*U4# :$ s2 C'B'%*::* U$% J%$B&1&(H F*:*$%$#$H&/'# 1':' '(1 *^J*%:&7*2 5* J'%:&/4#'%#D :0'(8 :0* KEL /0&*U %*J%*7*(:':&B* &( ;0*- =2 I'%*(H0& U$% 0&7 74JJ$%:2 5* '#7$ :0'(8 E2 .'(1'## U$% 0*% *UU&/&*(: 0*#J &( :0* (*'% %*'#M:&F* J%$/*77&(H $U :0* XZKE 7J*/:%' 14%&(H :0* C$B OVVd /'FJ'&H(2 @: &7 ' J#*'74%* :$ :0'(8 :0* ;0*'( A&%*/:&$( G*(*%'# 1* '*%$('4:&/' /&B _&( J'%:&/4#'% s2 Eu(/0*?` U$% :0* 0*#JU4# /$##'+$%':&$( '(1 U$% %*7*%B&(H '&%7J'/* '%$4(1 :0* $+7*%B':$%&*7 :$ *(74%* ' 7'U* *(B&%$(F*(: U$% #'4(/0*7 $U %'1&$7$(1* +'##$$(72 5* H%':*U4##D '/8($N#*1H* :0* H$$1 /$##'+$%':&$( N&:0 :0* I=I '(1 G=I 7&:* :*7:&(H :*'F72 EJ*/&'# :0'(87 '%* 14* :$ :0* I=I J%$a*/: U$% J%$B&1&(H $( #$'( :0* :N$ @.=9 4(&:7 47*1 14%&(H $4% /'FJ'&H(72
REFEREFCES vWw C'D#$% A292- b0#&J7 .2.2- A& "%'(/*7/$ s2- [$4%8* I2>2- 34*%*# .2.2- s$(*7 E2;2- OVVP- @(:2 s2 $U @(U%'%*1 '(1 =#&F*:*% N'B*7AL@ WV2WVVRmOWVRlOMVVPMdSOWMOe @.=9 '7 ' b$:*(:&'# b0'7* ;$%%*/:&$( @(7:%4F*(:e .*74#:7 U%$F :0* E=9 I*7: ;'FJ'&H( vOw KF%&/0 92- 9(1*%77$( E2- 5'((*%+%':: =2-OVVP &( :0* b%$/2 $U :0* Wd:0 @(:2 EDFJ22 $( EJ'/* I6? I*/0($#$HD- G%$(&(H*(- I0* C*:0*%#'(17- 9J% OP M ]V- OVVP- JJ2 QOPe 9>=9 WP] G6? 5':*% Z'J$% .'1&$F*:*% v]w I0$F'7ML7&J s2T =/5#&'F 92- b0#&J7 =2=2- =$%%*## C2- I0$FJ7$( @2- "$#8*%7 I2- 91'F7 "2;2- >$J*?M=$%'#*7 =2- OVVRb9Eb- WWd- ldRe ;'#&+%':&$( $U :0* .*#':&$(70&J +*:N**( b%*/&J&:'+#* 5':*% Z'J$% '(1 OOQ G6? 9:F$7J0*%&/ LJ'/&:D B&' LJ:&/'# K/0*##* EJ*/:%$7/$JD ': >'7 ;'FJ'('7 L+7*%B':$%D vSw [%'4#: s252- "*(1*% s2E2- 6'## A2C2[2 s$4%('# $U 34'(:&:':&B*2 EJ*/:%$7/$JD2 n .'1&':&$(2 I%'(7U*% WQ- QSd- WdRQe 9+7$%J:&$( ;$*UU&/&*(:7 $U 7*#*/:*1 9:F$7J0*%&/ 5':*% >&(*7 vQw EF*::* 92- 6$%7: 62- C'B'%*::* s2- OVVP- I0* OVVR KEL @(7:%4F*(: ;'#&+%':&$( 5$%870$J- *17 92 )'4U*%- "2 )*%+*%- EJ%&(H*%J2S]]e =*'74%&(H :0* 9F$4(: $U b%*/&J&:'+#* 5':*% Z'J$4% N&:0 Z@E@. vlw 6'(47/0&8 .2- 0::JemmNNN2*7$2$%Hmh/mGKCK.9>mb5Zm6K9>I6m:%*(1x%*J$%:x'F+&*(:xb5Zx6;20:F# vRw EF*::* 92- 0::JemmNNN2*7$2$%Hm7/&mU'/&:&*7mJ'%'('#m7/&$J7m;9>@EI9mJNBm1':'20:F# vPw ;0'JF'( @2K2- OVV]- ='7:*%c7 :0*7&7- X(&B*%7&:D $U >*:0+%&1H*e I0* ':F$7J0*%* '+$B* ='4(' )*' ': =&1M&(U%'%*1 N'B*#*(H:07 vdw .$:0F'( >2E2- G$%1$( @2K2- ['%+* 92 *: '#2- s$4%('# $U 34'(:&:':&B*2 EJ*/:%$7/$JD n .'1&':&$(2 I%'(7U*% WWV _OVVd`- Q]]e I0*
[email protected] OVVP F$#*/4#'% 1':'+'7* vWVw 34*%*# .2.2- C'D#$% A292- I0$F'7ML7&J s2- b%&*:$ G2- =/5#&'F 92- OVVP- Eb@K RVWS- RVWSQRe ;$FJ'%&7$( $U J%*/&J&:'+#* N':*% B'J$4% F*'74%*F*(:7 F'1* N&:0 '( LJ:&/'# K/0*##* EJ*/:%$H%'J0 '(1 '( @(U%'%*1 .'1&$F*:*% ': >'7 ;'FJ'('7 L+7*%B':$%D vWWw 34*%*# .2.2- )*%+*% "2- >$ ;4%:$ G2- I0$F'7ML7&J s2K- b%&*:$ G2- ;0'/$( 92- C'D#$% A2 *: '#2- OVWV- Eb@K :0*7* J%$/**1&(H7e E4JJ$%: U$% 7&:* :*7:&(H $U :0* K4%$J*'( K^:%*F*#D >'%H* I*#*7/$J*e J%*/&J&:'+#* N':*% B'J$4% $B*% >' E#' vWOw 6'(47/0&8 .2- OVVR- 0::JemmNNN2*7$2$%Hmh/m%*J%$XZKEmJ%$/*77&(H20:F# vW]w )4%#'(1/?D8 62- E'%'?&( =2- OVVP- Eb@K lRSQ- lRSQVRe .*F$:* 7*(7&(H $U J%*/&J&:'+#* N':*% B'J$4% '(1 /#$41 /$B*% U$% :0* 7&:* 7*#*/:&$( $U :0* K4%$J*'( *^:%*F#D #'%H* :*#*7/$J* _KMK>I` 47&(H =K.@E vWSw ;0'/$( 92- ;4*B'7 L2- b$?$ A2- *: '#2 OVWV- Eb@K :0*7* J%$/**1&(H7e E4JJ$%: U$% 7&:* :*7:&(H $U :0* K4%$J*'( K^:%*F*#D >'%H* I*#*7/$J*e J%*/&J&:'+#* N':*% B'J$4% $B*% >' E#' vWQw E/0(*&1*% =2- .$F*%$ b2=2- 6'7* "2- *: '#2 OVWV- 9:F$72 =*'72 I*/02 ]- ]O]e ;$(:&(4$47 h4'#&:D '77*77F*(: $U ':F$7J0*%&/ N':*% B'J$4% F*'74%*F*(: :*/0(&h4*7> "
[email protected] ;&F*#- =".E.- GbE '(1 Z'&7'#' dO vWlw 5'(H s2- y0'(H >2 A'4 92- B'( 6$B* I2- B'( ['*#*( s2- s2 G*$J0D72 .*72 W- WO- AWWWVRe 9 (*'% H#$+'#- OM0$4%#D 1':'7*: $U ':F$7J0*%&/ J%*/&J&:'+#* N':*% U%$F H%$4(1M+'7*1 GbE F*'74%*F*(:7 vWRw L:u%$#' 92- I%'B$4#$( I2- E/0z/8 =2- K#7 E2- .&11#* .2- E8&1F$%* 52- A'0# .2- C'D#$% A2- 34*%*# .2- OVWV- b9Eb WOO- SRVe I0&%:D =*:*% I*#*7/$J* E&:* I*7:&(H fe b%*/&J&:'+#* 5':*% Z'J
%$!!"" $ %& H@ < .1@/5 :* /50 I J:":(K L: I M:(?$,K N< I G$,#K 5O/OPOQP5< //K5RK5< NB C!DE SCEK TTTT GU J-#7V4 TTTT !(:; J-#7V4 L:,#%K