• No se han encontrado resultados

Data Quality Control of the Spanish Surface Automatic Meteorological Stations in PYREX

N/A
N/A
Protected

Academic year: 2020

Share "Data Quality Control of the Spanish Surface Automatic Meteorological Stations in PYREX"

Copied!
7
0
0

Texto completo

(1)

PGQ D1R1SUTVWET!XFYZ[RF!UR\]#^`_[_Fa!b,VcW0Xd^[e f5gihjglkMmngIo0pEhFqsrtuvhjwtoJt?xyhz|{~}OgIunp0€dz}‚m|wxgIƒ„{†…‡m‚hjtˆ‰gŠhp0ƒ‡‹Œ{hj{twto%tŽp0ƒ„gIo }hjgihp0tun€>pu’‘5“•”—– ˜š™„›œ žŸ ?¡C¢Š£:¤¥š¦`¦ ™

 ¨§©ŠªF«¬E«0­«¯®>°.±²F¬®1©±š³|´µ.¶~µF«¯µ+®1·¸®1³@®¹»º¼±¾½¿„Àбš¬E©šÁ

(2)

39

40

41

42

43

44

-3

-2

-1

0

1

2

3

4

£

Ï

¢É¦`ž

ý

î

Ø

¥UÐÉ£

›

Õæó»ñ.ø×ûß𠥚¢ŠÅ

™šÌ

¥UÅ£@Ç

›

Å+¥1Ÿ£

™

Ð

›

Ÿ ŸÕÉ£<¦Ê‡ž

ì

¥

ÌÖØÉÎ

ž—£

›

ŸÕI¥1Å

™

Ë

›

¢Š¦`Ë0¥šÇ[ž.¥š¢ŠÅ ™„Ì

¥1Ÿ£@Ç

Ì

ž[Ÿž

™

¦

™šÎ@™„Ï

£<Çd¥ Î?›

Å+¥UÅ£

™

Ð

›[Ú

ÅÕI¥UÅ'¦`ž!Ç

™

¦Ê

›

ž

Û

Ý

ž!¦¥ Î7Û

¥š¦£@¥šÓ

Î

ž

›

¥UÅ

›

Õ

™

¦`Å#Ÿ£

Ì

žL£<ÐŞ!¦

Û

¥

Î@›

ç

ý >Ì

£@ТŠÅž

›

£

›

¥>Å ÑiØ

£@Çd¥ Î7Û

¥

Î

¢ÉždêF —¥

Û

£@Ð

Ï

£@Ð

Ì

£@ÐÉʇŸՊž

ÕÉ£

Ï

Õ

ݯ

¥1Ÿ£K¥ ÎiÛ

¥š¦£@¥šÓÉ£

Î

£<Å ÑL™

ËIŸÕɞ

Ì

ž[Ş

™

¦

™„Î@™šÏ

£@Ç!¥ ΍Ø

¥š¦¥

Ì

žFŸž[¦

›

£<Ð

›

¢É¦DË0¥šÇ!ž ڍØ

¥š¦`Å£@Ç[¢

Î

¥š¦ Î<Ñ

åy£GŸÕ>Ç ™šÌ

Ý

ØÉÎ

ž

쇙

¦

™„Ï

¦¥

Ø

Õ

фÚÉØ

¦

™dì

£

Ì

£<Å

Ñ

£@ЕŸՊž’ÞBÝ,ó ›`Ø

¥šÇ!žC£

›

¢

›

¢É¥ Î@ÎGÑÒÌ

¢ŠÇ+ÕæÕÉ£

Ï

Õɞ[¦BŸÕI¥UÐ3£<ЕŸÕɞ

Ï

ž

™„Ì

ž[Ÿ¦`£@Ç

ݯ

¥UÇ!ž ð#Ýñ> ?ÞàÕÉ£

›

Ç!¥

›

ž’åy£ Î@Î

Ӟ’Ë%¢Š¦`ŸՊž!¦ ÌÆ™

¦`ž£ Î@Î

¢

›

Ÿ¦¥UŸž[Êæ£<ÐæÅÕÉžË ™„Î<Î@™

åy£@Ð ÏÆ›

ž!ÇFŸ£

™

Ð

›!Ú

åyÕɞ!¦`ž ŸՊž

ÊI¥UŸ¥ È¢I¥

Î

£GÅ

Ñ

Ç

™

ЍŸ¦ ™„ÎØ

¦

™

Ç!ž ›`›

¥

ØÉØÉÎ

£@ž[ÊÖÅ

™

ŸÕɞ

Ø

¥šÐÉ£

›

Õ

›

¢Š¦`Ë0¥šÇ[ž.¥š¢ŠÅ ™„Ì

¥1Ÿ£@Ç

Ì

ž[Ÿž

™

¦

™šÎ@™„Ï

£<Çd¥ ÎI›

Å+¥1Ý

Ÿ£

™

Ð

›

£@Ð3ó»ñCø#ûßð åy£

Î@Î

Óvž.Êɞ

›

Ç[¦£@Ӟ!Ê 

…ÉgIp0o0g»o%{¾Ã|gŠhjg

ÞàÕɞ5ó»ñCø#ûâð áɞ

Î

Ê

Ø

ÕI¥

›

ž•Å ™i™

Ô

؊Î

¥šÇ[ž•£@ЉÅÕɞÒÅ,å ™†Ì֙

ЍÅÕ

Ø

ž[¦£

™

Ê

™

ËLùLÇFÅ`Ý

ö#™j۝ýjþ„þ

 ¾Ÿ'Å

ŸÕI¥1ÅLŸ£

Ì

ž

Ú

ÅÕɞ!¦`žéåBž[¦ž

ý

Ø

¥šÐÉ£

›

Ն¥š¢ŠÅ ™„Ì

¥1Ÿ£@Ç

›

Ÿ¥UŸ£

™

Ð

›×™„Ø

ž[¦¸¥UÅ£@Ð

Ï

£@оÅÕɞ

›

Å¢ÉÊ

Ñ

¥U¦žd¥

Ú

åyÕ ™„›

ž

ݯ

¥1Ÿ£K¥

Î

ÊÉ£

›

Ÿ¦`£@ÓÉ¢ŠÅ£

™

ЇÇ!¥šÐ3Óvž

›

ž!ž!Ðæ£@Їá

Ï

¢Š¦ž

ý

 

ÞàÕɞ

Ñ

åJž!¦`ž¦`ž!Ç

™

¦ÊÉ£<Ð ÏÉÚ

ž

Û

ž!¦ цý >Ì

£<Н¢iŸž ›[Ú

ŸÕɞ.Ë ™„Î<Î@™

åy£@Ð Ï Ø

¥š¦¥

Ì

ž[Ÿž[¦

›

î

ý

¥

Û

ž!¦¥

Ï

žCåy£@ÐÉÊ5ÊÉ£<¦ž!ÇFŸ£

™

Ð

ý

¥

Û

ž!¦¥

Ï

žCåy£@ÐÉÊ ›Ø

ž!ž[Ê

ý ŠÏ

¢

›

Åyåy£<ÐÉÊæÊŠ£@¦ž[Ç[Å£

™

Ð

ý ŠÏ

¢

›

Åyåy£<ÐÉÊ ›`Ø

ž[ž!Ê

Þnž ÌÆØ

(3)

øyž ¥1Ÿ£ ž.Õ¢ £<ÊÉ£<Å

ý ŠØ ¦ž[Ç!£ Ø £<Å+¥1Ÿ£ ™ Ð Ÿ'Å ÌÆ™„›`Ø Õɞ!¦`£@Ç Ø ¦`ž ›› ¢É¦žÒç0£<Ð ý í ™ ËOÅÕɞ Ì͙ Ð Î<Ñ ê äÅ£ › žd¥ ›DÑ Å ™3› ž[žÆÕ ™ å ŸÕɞƥ ÌÆ™ ¢ÉЍŠ™ ËJÊI¥UŸ¥ Ø ¦ ™jÛ £@Êɞ[Ê‰Ó Ñ Å¸ÕŠ£ › Å ÑØ ž ™ Ë › Ÿ¥UŸ£ ™ Ð › £@ÐÉÇ[¦ž!¥ › ž › Û ž[¦ Ñ È¢É£@Ç+Ô ÎGÑ åy£<ÅÕ5Å£ Ì žš ßä,ЇÅÕÉ£ › Ç!¥ › ž Ú Ë ™ ¦ ™ Ð ÎGÑ ¥éÅ,å ™ÆÌƙ ÐÅ¸Õ Ø ž[¦£ ™ Ê Ú åBž’ÕI¥ Û žUî ý ÊI¥ Ñi›'ì Õ ™ ¢É¦ ›'ì ™ Ó ›   Õ ™ ¢Š¦ ì3ÿÆØ ¥š¦¸¥ Ì ž[Ş!¦ ›Bì ýC› Ÿ¥UŸ£ ™ Ð ›šÿšÿŠý„ý í Û ¥ Î ¢Éž ›   ÞàÕÉ£ › ÊÉ¥UÅ+¥×¥š¦ž › ¢Éӝ¤`ž[Ç[ÅßÅ ™ ¥—¦ ™ ¢ŠÅ¸£<ÐɞBÈ¢I¥ Î £<Å Ñ Ç ™ ЍŸ¦ ™šÎ £<РŸÕɞJ¦ž Ï £ ™ ÐÉ¥ ÎÌ žFŸž ™ ¦ ™„Î<™„Ï £@Ç!¥ Î Ç!ž[ЍŸž!¦ › ¦ž ›Ø™ Ð › £<Ó Î ž ™ ËJŸÕɞ[£@¦ ™„Ø ž[¦¸¥UÅ£ ™ Ð Ú åyՊž!¦žÒ¥ Ø ž!¦ ›™ Ðã£@ЍŸž[¦¸¥šÇFŸ£ Û ž ÎGÑ Ç+Õɞ!Ç+Ô › £GËBŸՊž Û ¥ Î ¢Éž › Ԛž[ž Ø £<Ð ¥¾¦¸¥UÐ Ï žÒʊž[áIÐɞ[ÊlÓ ÑãØ Õ Ñ› £<Çd¥ ÎJ™ ¦ Ç Î £ Ì ¥UÅ ™„Î@™„Ï £@Çd¥ Î@Î<Ñ Ë%ž!¥ › £<Ó Î ž Î £ Ì £GÅ ›  ‡Þnž!Ð Ì £@ТŠÅž › £@ÐÉÇ[¦ž Ì ž!ЍŠ› ÕÉ£ Ï Õɞ!¦'ÅÕI¥šÐ3Ç!ž!¦DÅ+¥š£<ЇŸÕɦ`ž › Õ ™„Î Ê › ¥š¦`ž’¥ Î@›`™ £@Ð Û ž › Ÿ£ Ï ¥UŞ!Ê7  ÕÉ£ Î žMÅÕÉ£ ›CÌ ¥šÐ¢I¥ Î Ç+Õɞ[Ç+Ô£@Ð ÏæØ ¦ ™ Ç!ž[Êɢɦž › ¥š¦`ž ؙ„›`› £@Ó Î ž Ú ¥šÐŠÊãž Û ž!ЉÊɞ › £@¦¸¥UÓ Î ž Ú £<ІÅÕɞÆÐ ™ ¦DÝ Ì ¥ ÎÚ ¥ Î<Ì֙„› Å.¦ž!¥ ΠŸ£ Ì ž ™„Ø ž[¦¸¥UÅ£ ™ Ð Ú Å¸Õɞ Ñ Óvž[Ç ™„Ì ž Û ž!¦ Ñ ÊÉ£<ÜÆÇ[¢ Î Å.Å ™ ¢ÉЊÊɞ!¦DÅ+¥šÔUžÖåyÕɞ[Ð㟦`žd¥UÅ£@Ð Ï ÓÉ£ Ï ¥ Ì֙ ¢ŠÐÅ ›'™ ËOÊI¥UŸ¥Š âÞàÕɞC¥ ΠŸž!¦`ÐI¥UÅ£ Û ž—£ › ÅÕɞ!Ð5Å ™ ¥ ؊ØÉÎ<Ñқ Å+¥1Ÿ£ › Ÿ£<Çd¥ Î Ç ™ ЍŦ ™„Î<› ŸÕI¥šÐ‡Ç!¥šÐ5¦ž Û žd¥ Î ÊI¥UŸ¥>åy£Gŏտ¥ › Ÿ¦¥šÐ Ï žCӞ!ÕI¥ Û £ ™ ¦àÇ ™„ÌÆØ ¥š¦`ž!Ê5Å ™ ŸÕɞ.åyÕ ™šÎ ž ؙ„Ø ¢ Î ¥UŸ£ ™ Ð7  }hjgihp€Fhpƒ„gÉoJ€[hjmOÂq t?xyhz|{ôÃ|gŠhjg ÞàÕÉ£ ›>Ø ¦ ™ Ç[ž ›`› Ç ™ Ð › £ › Ÿž!Êõ£@ÐãŸÕɞ › Ÿ¢ÉÊ ÑšÚ Ë ™ ¦éžd¥UÇ+Õ › Å+¥UÅ£ ™ Ðl¥UÐÉÊ Û ¥š¦£@¥šÓ Î ž Úߙ ËyŸՊž•Ë%¦ž!Ȣɞ[ÐÉÇ Ñ ÊÉ£ › Ÿ¦`£@ÓÉ¢ŠÅ£ ™ Ð › ç ý Ç Î ¥ ›`› ž › ê ™ ˯î ý  yÞàÕɞ ™ ¦£ Ï £@ÐÉ¥ Î ÊÉ¥UÅ+¥  yÞàÕɞ’ÊÉ£ vž!¦`ž!ЍŸ£@¥UŸž[Ê › ž!¦`£@ž › yÞàÕɞ’Т Ì Óž!¦ ™ Ë › ž!Ȣɞ[ÐÉÇ!ž ›—™ ËO£@Ð Û ¥š¦`£K¥šÐÅyÊI¥UŸ¥ ÞàÕɞ › žË%¦ž[Ȣɞ!ÐÉÇ[£@ž › åJž!¦žÇ ™„ÌÆØ ¢ŠÅž!Ê ™jÛ ž!¦yŸž[Ð¾Ç Î ¥ ›`› ž › ž ì Ş!ÐÉÊÉ£<Ð Ï ¢ Øv™ Ð5ŸՊž’åyÕ ™šÎ žC¦¸¥šÐ Ï ž ™ Ë Û ¥š¦£@¥UŸ£ ™ Ðé£@Ð>ž!¥šÇ+ÕÆÇd¥ › ž Ú ¥šÐÉÊ Ø ¦£<ЍŸž!ÊM£<ÐMŸ¥šÓ Î ž ›ßÎ £@Ԛž'ÅÕI¥UÅ ™ Ë?ÅÕɞyž ì ¥ ÌÆØÉÎ ž › Õ ™ åyÐÖ£<ÐMŸ¥šÓ Î ž ý   I™ ¦ ¥ Î@ΠŸÕɞyž!£ Ï ÕÅ Û ¥U¦£K¥UÓ Î ž ›!Ú ÅÕɞyН¢ Ì Óvž[¦ ™ ËÊI¥1Å+¥Æç¥šÓ ›™„Î ¢ŠÅ¸ž#¥šÐÉÊÆ¦ž Î ¥UÅ£ Û žjê Ú ÅÕɞyž ì Ÿ¦`ž Ì ž Û ¥ Î ¢Éž › ¥šÐŠÊ ŸÕɞ Н¢ Ì Óvž[¦ ™ Ë!ž[¦ ™„› ¥U¦žé¦`ž Î ¥1Ÿž!ʾ£@ÐôŸՊž áI¦ › Å ØÉÎ ¥šÇ!žU .ÞàÕɞ!Ð Ú ÅÕɞ韞[ÐôË%¦ž[ȝ¢Šž!ÐÉÇ[£@ž › ¥š¦`ž Ø ¦`£@ЍŸž[Ê ¥UËEŸž[¦—ŸՊž!£@¦—¦ž ›`Ø ž[Ç[Å£ Û žMÇ Î ¥ ›`›.Î £ Ì £<Å ›!Ú Ë ™ ¦ ™ ¦£ Ï £@ÐI¥ ÎÚ ÊÉ£ vž!¦`ž!ÐÉÇ[ž › ¥šÐÉʆТ Ì Óž!¦ ™ ËJÇ ™ Ð › ž!Ç!¢iŸ£ Û žM£@ÐiÝ Û ¥š¦£@¥šÐÅyÊI¥UÅ+¥i  ÞàÕɞ Û £ › ¢I¥ Î £@Ð ›Ø ž!Ç[Å£ ™ Ð ™ ËyŸÕɞÒË%¦`ž!Ȣɞ[ÐÉÇ!£<ž › ¥ Î@Î<™ å › Å ™ Ç+Պž!Ç+ԉåyÕɞFŸÕɞ[¦>ŸÕɞ[£@¦ ʊ£ › Ŧ£<ÓÉ¢ŠÅ¸£ ™ Ð › Ì ¥1ŸÇ+ÕlåyÕI¥UÅÆÇd¥šÐõӞ3ž ìiØ ž[Ç[Ÿž[Ê ™ ¦MÐ ™ Åd lÞàÕ ™„› žæ¥U¦ž Ú Ð ™ ¦ Ì ¥ Î ÊÉ£ › Ÿ¦£<ÓÉ¢ŠÅ£ ™ Ð › Ë ™ ¦ ™ ¦£ Ï £@ÐÉ¥ Î ¥šÐŠÊ ÊÉ£ vž!¦`ž!ЍŸ£@¥UŸž[Ê › ž[¦£@ž › Ë ™ ¦ Ì֙„› Å ™ ˂ÅÕɞ Û ¥š¦£@¥šÓ Î ž ›!Ú ¥šÐÉÊ!Ý › ÕI¥ Ø ž!ʇʊ£ › Ŧ£<ÓÉ¢ŠÅ¸£ ™ Ð › Ë ™ ¦Jåy£<ÐÉÊ ›Ø ž!ž[Ê › ¥šÐÉÊ Ð¢ Ì Óž!¦ ›L™ ËÇ ™ Ð › ž[Ç!¢ŠÅ£ Û ž>£<Ð Û ¥U¦£K¥UÐÅ Û ¥ Î ¢Šž ›  .ä,ÐôŸ¥šÓ Î ž ý„Ú ŸÕɞ[¦ž>¥š¦`ž › ¢ ›Ø ž!Ç[Å Î<™ Рϕ› ž!¦`£@ž ›—™ Ë £@Ð Û ¥š¦£@¥šÐÅ’ÊI¥UÅ+¥3£@Іåy£@ÐÉÊsç ÌÆ™ ¦ž>ÅÕI¥šÐ ý í Ç ™ Ð › ž[Ç!¢ŠÅ£ Û žÒŸž[¦ ÌÆ›!Ú ÅÕI¥UŒ£ ›[Ú»ÌÆ™ ¦ž>ÅÕI¥šÐ ¾Õ ™ ¢Š¦ ›!Ú åy£<ÅվŸÕɞ › ¥ Ì ž Û ¥ Î ¢Šž ™ ˨åy£@ÐŠÊ Ï ¢ › Å.ÊÉ£@¦`ž!ÇFŸ£ ™ Ð Ú ¥šÐŠÊ ¥ Î@›`™ÒÛ ž[¦ Ñ ÕÉ£ Ï Õ¾Ð¢ Ì Óvž[¦ ™ ˨Ÿž[¦ ÌÆ› £<Ð Ï ¢ › Å ›Ø ž!ž[Ê ¥šÐÉÊ Ì ž!¥šÐ3åy£<ÐÉÊ ›Ø ž!ž!Êô¥šÐÉʾʊ£@¦ž[Ç[Å£ ™ Ð?ê JÞàՊž › žÊI¥UŸ¥MåJž!¦`ž › Ç[¦¢ŠÅ£@ÐÉ£!ž[ÊæÅ¸ÕŠ¦ ™ ¢ Ï Õ Ï ¦¥ Ø ÕiÝ £@Ç!¥ Î ¦`ž Ø ¦`ž › ž!ЍÅ+¥UÅ£ ™ Ð ™ Ë¥ Î@Î|Û ¥š¦£@¥šÓ Î ž › ÊÉ¥ Ñ Ó Ñ ÊI¥ ÑšÚ ¥šÐÉÊ £GÅ×åB¥ › ¦ž!¥ Î £!ž[ÊæÅ¸ÕÉ¥UÅLŸՊž ý ï Ş!¦ Ì֛י Ë £@Ð Û ¥š¦£@¥šÐÅ ›`Ø ž[ž!ʇåBž[¦ž.ÊÉ¢ŠžLÅ ™ ¥éÇ!¥ Î@Ì Å¸ÕI¥1Å Î ¥ › Ÿž[Ê Õ ™ ¢É¦ ›[Ú ÓÉ¢ŠÅ#¥UÅJŸÕɞ › ¥ Ì ž×Ÿ£ Ì ž—¥éÓ Î@™ Ç+Ô£@Ð Ï ™ ËnŸÕɞ Û ¥šÐɞ’¥š¦ ™ ¢ÉÐÉʇŸՊž’Ð ™ ¦`ÅÕ3ʊ£@¦ž[Ç[Å£ ™ ЇåB¥ › Êɞ[Ş!Ç[Ş!Ê7 ÞàÕɞ[¦ž[Ë ™ ¦ž Ú ÅÕɞCž!¦¦ ™ Ðɞ ™ ¢ › ÊI¥UŸ¥>åJž!¦`ž

(4)

V M @A= FAR "SMB "?0? "B*M R3"S= R0W0R R0B0B @AR? @A=0M

X

4Y6 R0MB*= "BA= "SRB W0MF ?Z? R3"SF "S=0W @0F[" ZA=@ "@AR["

\ ]

@A=AM

]

RB0B

]

R3"S=

]

"(?0?

]

FAR M FAR "(?0? R["S= RBAB @A=0M

X 4Y6 R0ZA= W0R =@ BAZ R0M?= @0@A=? "0"(? =B W@ RBAB

^ " "(? RF ?*M W@ =0F BAM Z@ "5M0= "0"5Z "@AR

X 4Y6 RF0? "SR @ " R @ M M M "

RO#&%('*),+.-0/1'U_.-0-)`7aM6b"c+[dAU*:<;K=?A@0BC)*/1D/e7GFA@HIfJ04L+gMOD3Lh"0"A"iIc"5RBARjT*-4LAU*:

V M "0" R0R @0@ ?0? WA= =F F0B BAZ "SMAM "0"0"

X

4Y6 @AMFAF "S=0=@ "SM0M0M ?&"@ "5W3" B*M R0R "F B F

\ ]

?Z

]

@AZ

]

@AM

]

R0M

]

"0"

]

" Z "B RB @AF ?AF

X 4Y6 ? B @AM "S=3" "BA=AZ @AZ@A= @AWF ?*W "SZ ?

^ " "(? RF ?*M W@ =0F BAM Z@ "5M0= "0"5Z "@AR

X 4Y6 ?*Z0@ Z @ " R @ M M M "

@,#&%('*)k9l[U5Dk)3%546178)*-93:<;>=?A@ABC)/1D/[email protected]+NMOD.L,@A=0MPIQ"0"F*=,T*-4LAUA:

V M @A= FAR "SMB "?0? "B*M R3"S= R0W0R R0B0B @AR? @A=0M

X 4Y6 "(?*=AZ R3"@ R3"@ WFAZ ?ZF RF0? ?*M? @AZ0W F*W3" "S=?*@

\ ]

@A=AM

]

RB0B

]

R3"S=

]

"(?0?

]

FAR M FAR "(?0? R["S= RBAB @A=0M

X 4Y6 R0RA= "SR3" "0"@ "SZ0W "SZ0=? @["@AZ R0M@ "(?*W "A"B R0MAZ

^ " "F @0@ W0M =0= B*R ZB "0"(? "S@[" "(?*F "S=@

X 4Y6 "B*W R @ @ " M " M M "

?j#&%('*)k9l[U5DgU_.-0-)`7aM6b"c+[dAU*:<;K=?A@0BC)*/1D/e7GFA@HIfJ04L+gMOD3L,R3"S@mIKZ["(?CT-4LAUA:

V M R3" ?A@ =? BAW "SM0F "SRB "(?*Z "SFAM "SZAR R3"@

X 4Y6 "SZ0ZAM "@0@AM "SR?AB ZFAM WAR3" R0RAZ B0@ ?0? R3" R

\ ]

"SR["

]

ZF

]

F0@

]

?*Z

]

R0W

]

R R0R ?*= FAM Z? "0"B

X 4Y6 " = RB R?*M R3"(?W @AWFAW @0F[" W@ "0" @

^ " "SM R0M R0Z @0B ?*B WF =0= FAW B*W Z?

X

4Y6 R0=0@ F @ @ M @ M M M "

W,n-5+A_.-4*/1Dl4*-o7aM6b"p^.:<;f=?A@ABC)/1D/[email protected]+NWAZOD.L,RB["iIqM,T*-4LAU*:

V WAZ B[" "SM@ "SR0= "?AB "F*M "SZ0R R3"(? R0@0F R0WAZ RB["

X 4Y6 R0R0B ?A@A= =@AM B0@AW "SR?*B "(?A@0F FA=0Z ?AB? RA=? "SM0F

\ ]

RA=

]

R3"

]

"SW

]

"SM

]

? R F "@ "B R? R0Z

X 4Y6 " = R0M @AR? ?*=B*M "0"S=3" R3"0" R@ W R

^ " R @ ? W = F

X

4Y6 FAWAR "S=0M ?*R "(? " "

=,r-*s/D[%t-,u0l+i%S)3%DAv`78H[:O=?A@0BC)*/1D/E7GF0@HIfJA4L+h?*MOD3L,Z0=mIKM,T*-4LAU*:

V ?M ?*= W3" WF =0R =0B F? FAZ BAW ZAM Z0=

X

4Y6 @0B "0"0" =F0@ WF0F F&"SW =@*R =FA= "5M?AB "SM["0" Z0W0F

\ ] "S@ ] "SM ] B ] W ] R " @ = Z "A" "(?

X 4Y6 ? "0" ?*R R0RF ?*W0ZA= "@AW0M "F? R3" ? ?

^ " W "SM "(? "B R0@ RF @[" @AW ?M ?0?

X

4Y6 "SM0M0@ "0"F @[" "S= "(? " " @ " R

FjwA4*-x*%(_&%D/D[%LS'y7az6b"$+0+{:<;f=?A@0BC)*/1D/E7aF0@HIfJ04L+MOD.Lh"5=0WPI>W0Z0=0MCT*-4.LAUA:

V M "F @0@ W0M =0= BA@ Z0Z "0"S= "S@AR "(?Z "S=0W

X

4Y6 =@0B*Z R0= B ? ? @ R M " "

\ ] WAZ ] ?*R ] R0W ] Z B RAW ?*R W0Z FAW ZAR "SM0Z

X 4Y6 ? ? R0= =0@AWB @AR W R " M "

^ M "(?0? RBAZ ?A@0@ W0F0B FARAR BA=0= "5M3"0" "0"5W0W "@AMAM "(?0?0?

X

4Y6 "(?{" ? " " " M M M M "

BjwA4*-UAUl*4*-e7aM6|"cuAw/:<;K=?A@0BC)*/1D/E7aF0@HIfJ04L+Z0ZAW@,D3Lh"SMARF0@mIqMOT-4LAUA:

V Z0Z0W0@ Z0ZBAW "SMAM3"F "SM0M?*Z "SM0MB&" "SM3"0"@ "5M3"(?*W "SM["F0F "SM0RAM0Z "SM0R?&" "5M0RF0@

X

4Y6 F0B =@ ?A@AW =@0F W0@[" Z3"SB "SR0M3" Z0M? B*Z0M F0B&"

\ ] "5= ] "@ ] "SM ] F ] ? ] " R W B "A" "(?

X 4Y6 " M @ "S= F*=B ?ABA=0R F?AF @[" @ R

^ " R @ ? W = F B Z "5M "0"

X

4Y6 BAZ0F @AM0W "SM0R R3" "@ = " " M "

Þ»¥UÓ

Î

ž

ý

î

¦`ž!Ȣɞ[ÐÉÇ Ñ‡›

¢

ÌÆÌ

¥š¦ Ñҙ

˯îߟ.ê

™

¦£

Ï

£@ÐI¥

Î

ÊI¥UŸ¥

Ú

ë'ê

Ä

£ vž!¦`ž!ЍŸ£@¥UŸž[Ê

›

ž[¦£@ž ›!Ú[}

êJТ

Ì

Óvž[¦

™

Ë

(5)

£ ¢É¦`ž —ÓŠÐ ¦ ¥ ¥ ¢Éž £<Ð Å ËnŸÕɞ ¥š¦£@¥šÓ ž  

£@Ð

Û

¥š¦£@¥šÐÅ'åy£@ЊÊ3åJž!¦`ž£<Ð

Û

ž

›

Ÿ£

Ï

¥UŸž[Ê ÚIÌ

¥1ŸÇ+ÕÉ£<Ð

Ï

¥

Î@›`™MØ

ž[¦£

™

Ê

›à™

ËOÇd¥ Î@Ì

ž!ʇÐÉ£

Ï

ՍÅ

›

 

ùLÅÕɞ!¦

›

¢

ݯ

ž!Ç[Å×Çd¥

›

ž

›

£@ЇŸՊž

›

¥

Ì

žCŸ¥šÓ

Î

žCåJž!¦`ž’ÅÕ ™„›

ž

™

Ë

Î@™

Ð

ÏM›

ž!¦`£@ž ›×™

ËO£@Ð

Û

¥š¦`£K¥šÐÅyÕ¢

Ì

£@ÊÉ£GÅ

Ñ

 

ä,Ð3ÅÕɞ

›

žCÇd¥

›

ž

›!Ú

ÅÕɞ

Ñ

åJž!¦`ž

Û

¥

Î

¢Éž

›

¥U¦

™

¢ÉЊÊ

›

¥UŸ¢Š¦¸¥UÅ£

™

Ð

ؙ

£@ЍÅç ™Û

ž!¦

þ

í~MêJÅÕI¥UÅàåJž!¦ž’Ç

™

Ð

›

£

›

Ÿž[ЍÅ

åy£<ÅÕèŸÕɞ

Û

ž!¦

Ñ

՝¢

Ì

£<ÊèÐ

™

Ç[Ÿ¢Š¦ÐI¥ ÎBØ

ž[¦£

™

Ê

›

ŸÕI¥UÅé¢

›

¢I¥ Î@Î<Ñ

Å+¥UԚž ØÉÎ

¥šÇ!ž•£<ÐèŸÕI¥1Å>Ç

™

¥

›

Å+¥ ÎB›

Ÿ¥UŸ£

™

Ð7 

ÞàÕɞ

Ñ

åJž!¦`ž

Ú

Ç

™

Ð

›

ž[ȝ¢Šž!ЍŠÎGфÚ

¥šÇ!Ç[ž

Ø

Ş!Ê7 

Ì

£

Î

¥š¦

Û

£

›

¢I¥

Î

£<Ð ›Ø

ž!ÇFŸ£

™

Ð

›

åJž!¦ž>¢ŠÐÉÊɞ!¦DÅ+¥šÔUž!Ð Ë

™

¦×ž

Û

ž[¦ Ñ ›

¢

ݯ

ž!ÇFÅCÊI¥UŸ¥

Ú

¥šÐŠÊ ¦ž¯¤`ž[Ç[Ş!ʆÊI¥UŸ¥

åBž[¦ž’¦ž Ì֙jÛ

ž[ÊæË%¦ ™„Ì

ÅÕɞCÓI¥

›

žCӞ[Ë

™

¦`žCÓvž[ž!Ð3Êɞ

Î

£

Û

ž[¦ž[Ê3Å

™

ÅÕɞ’ó»ñCø#ûâð ÊI¥UŸ¥>ÓI¥

›

žU 

ÞàÕɞ

Ø

¦

™šÏ

¦¸¥

Ì

Ë

™

¦’ŸÕɞ

Ï

¦¥

Ø

ÕÉ£<Çd¥

Î

¦ž

Ø

¦ž

›

ž[П¥UŸ£

™

Ð

™

ËyŸՊž•ÊI¥UŸ¥ôÕI¥

›

Ӟ!ž[Ðõ¢

›

ž!Ê

›

£@ÐÉÇ[žÒŸÕɞ[Ð

Å

™

Ç+Õɞ[Ç+ԆÅÕɞMÈ¢I¥

Î

£GÅ Ñô™

ËJŸÕɞM¦

™

¢ŠÅ¸£<ÐɞM¥š¢ŠÅ ™„Ì

¥UŸ£<Ç

›

Ÿ¥UŸ£

™

Ð

›

Êɞ

Ø

ž[ÐÉÊɞ!ЍŒË%¦ ™„Ì

ŸÕɞM¦ž

Ï

£

™

ÐI¥ ÎßÌ

žFÝ

Ÿž

™

¦

™„Î<™„Ï

£<Çd¥

Î

Ç!ž!ЍŞ!¦#£@ЇŸÕɞ’ë'¥

Î

žd¥U¦£@Ç.ä ›`Î

¥šÐŠÊ

›

 ¨ÞàÕɞCË ™„Î@Î<™

åy£@Ð

Ï

á

Ï

¢É¦ž ›×Ø

¦ž

›

ž!ЍÅצž!Ç[ž!ЍÅLž

ì

¥

ÌÖØŠÎ

ž

›

™

ËॠØÉØÉÎ

£<Çd¥UÅ£

™

Р>û¨¥šÇ+Õ

Ï

¦¸¥

Ø

Õ~£

›

Ç

™„ÌÖØ™„›

ž!ʆÓ

Ñ

ŸÕɞƦž

Ø

¦ž

›

ž!ЍŸ¥UŸ£

™

Ð

›!Ú

Ë%¦ ™šÌ

Å

™„Ø

Å

™

Ó

™

ÅÅ ™„Ì3ڂ™

Ë

åy£@ÐÉʉÊÉ£@¦`ž!Ç[Å£

™

Ð ç

Ì

žd¥UÐ?ê ÚOÏ

¢

›

Å>¥šÐÉÊ

Ì

žd¥UЉåy£@ÐÉÊ ›Ø

ž!ž[Ê

Ú

Ÿž ÌÖØ

ž!¦¥UŸ¢É¦`ž•¥šÐŠÊ覞

Î

¥UÅ£

Û

žÆÕ¢

Ì

£@ÊÉ£GŠфÚ

¥šÐÉÊ

Ø

¦ž ››

¢É¦ž¥šÐÉÊ

Ø

¦ž[Ç!£

Ø

£<Ÿ¥UŸ£

™

Ð7 

£

Ï

¢Š¦ž ~Ø

¦ž

›

ž!ЍÅ

›

¥èÇd¥

›

ž¾åy£<ÅÕsÇ

Î

žd¥š¦Ò¥šÐ ™„Ì

¥

Î@™

¢

›MØ

ž[¦`Ÿ¢Š¦ÓI¥UÅ£

™

Ð

›

£@АŸÕɞôÊÉ¥UÅ+¥ ÚàØ™„›`›

£@Ó Î<Ñ

Çd¥š¢

›

ž!ÊõÓ Ñè›`™„Ì

ž‡Ô£<ÐÉÊ

™

Ë#£@ЍŸž[¦`Ë%ž[¦ž!ЊÇ!ž

™

ÐèŸՊž‡ž

Î

ž[Ç[Ŧ£@Ç!¥

Î

Ç[£@¦`Ç!¢É£GŸ¦ Ñã™

ËyŸՊž

›

Å+¥1Ÿ£

™

Ð7 †ä,ÐõÇ!¥

›

ž

›

Î

£<Ԛž—ÅÕÉ£ ›[Ú

åyÕɞ[Ðæž[¦¦

™

¦

›

¥ vž!ÇFÅ»¤`¢

›

Å

™

Ðɞ

™

¦à¥UÅ ÌÆ™„›

ÅBÅ,å

™

Ş!¦ ÌÆ›

Ӟ[Å,åJž!ž[оÇ

™

¦¦ž[Ç[ÅyÊI¥1Å+¥

Ú

ŸÕɞ

Ñ

¥š¦ž

¦ž ØÉÎ

¥šÇ[ž!Ê3Ó Ñ‡Î

£<Ðɞd¥

Î

£@ЍŸž[¦ ؙ„Î

¥UÅ£

™

Ð

›

(6)

£ ¢Š¦žCïŠîâÞ ¦`ž ¢ ¥š¦ ¢ Å ž!ž[Ê Ë%¦ 흠ï Ù#Þ  

ÞàÕɞ

Ø

¦

™

Ó

Î

ž

Ì ›

Õ

™

åyЉ£<Ð á

Ï

¢É¦`žÖ ›.Ì֙

¦`ž

›

¢ÉÓiÅ

Î

žUî.åy£@ÐÉÊ

Ï

¢

›

Å

ݯ

ž!ž!Ê

›

¥

؊Ø

ž!¥š¦.Å ™™

¦`ž

Ï

¢

Î

¥š¦

Ë%¦

™„Ì ý

íi ï ƙ

ЍåB¥š¦Ê

›

 àä,ÐæÅÕÉ£

›

Çd¥

›

ž

Ú

ŸՊž¦`žd¥

Î

ÊI¥UŸ¥

›

ž!ž

Ì

Ð

™

Å×Å ™i™

ÊÉ£ vž!¦`ž!ЍÅ#Ë%¦ ™„Ì

ÅÕɞ ¦`ž!Ç

™

¦Êɞ[Ê

ÊI¥UŸ¥

Ú

¥UÅ

Î

žd¥

›

Åâ£@ÐM¥

Û

ž[¦¸¥

Ï

ž'Ÿž!¦ Ì֛

 »äŨ£

›

ŸÕɞ[£@¦

Û

¥š¦`£K¥UÅ£

™

ВåyÕI¥UŨ£

›

¦ž[ÊÉ¢ÉÇ!ž[Ê7 

Ä

¥UŸ¥—ÕI¥

Û

žyӞ!ž!ÐMÔUž

Ø

Å

Ú

åy£<ÅÕCåB¥š¦`ÐÉ£@РϚ›

£<В¥yŞ

ì

Å|á

Î

ž

Ú

¥UÐÉʒÅÕɞ

Ø

¦

™

Ó

Î

ž

Ì

åBž[¦žÇ ™„ÌÆÌ

¢ÉЊ£@Çd¥1Ÿž!ÊLÅ

™

ÅÕɞ

Ì

¥U£@ЍŸž[ÐI¥šÐÉÇ[žßŸžd¥

Ì

 

ÞàÕɞ•ŸÕÉ£<¦Êèž

ì

¥

ÌÖØŠÎ

ž†çEá

Ï

¢É¦`ž€ê’£ ›é™

Ðɞ

™

ËyÐ

™

¦

Ì

¥

Î

È¢I¥

Î

£<Å Ñ~›

Ÿ¥šÐÉÊI¥š¦`Ê ›!Ú

åyÕɞ[¦ž ÌÆ™

ʊž!¦¸¥1Ÿž ÎGÑ

›

ÕI¥U¦

Ø

Ç+ÕI¥šÐ

Ï

ž

›

£@Ð ÌÆ™„›

Å

Û

¥U¦£K¥UÓ

Î

ž

›

¥š¦

™

¢ÉÐÉÊ ýS

 ï Ù#Þ

}

¥U¦ž>Ç

™

Ð

›

£

›

Ÿž[ЍÅ.åy£<Å¸Õ ÅÕɞ

Ø

¥

›`›

£<Ð Ï5™

ËJ¥

Ë%¦

™

ЍŸ¥

Î

ÊÉ£

›

Ç

™

ÐÅ£@ТɣGŠч™jÛ

ž!¦yŸՊž

›

Å+¥UÅ£

™

Р

r tunƒomnÃnpu|މw{ˆ‰gÉwS‚€

Ÿ

›

È¢I¥

Î

£<Å

Ñ

Ç+Õɞ!Ç+Ô£@Ð

Ï

Ç

™

ЍŦ ™„Î<›’™

Ë

Ì

žFŸž

™

¦

™„Î<™„Ï

£<Çd¥

Î

¦ž!Ç

™

¦Ê ›Ì

¥

Ñ

£@Рۄ™„ÎGÛ

žÆÕ¢

Ï

žÖ¥ Ì֙

¢ÉЍŠ›’™

Ë

ÊI¥UŸ¥

Ú

£<Å.£

›

Êɞ

›

£@¦¥šÓ

Î

žéÅ

™

¢

›

žÖ¥ ›.Ì

¢ÉÇ+Õ㥚Ð~¥š¢ŠÅ ™šÌ

¥UÅ£@Ç

Ø

¦

™

Ç!ž ››

¥

›.ؙ„››

£@Ó

Î

žš 

ö

ž

Û

ž!¦`ÅÕɞ

Î

ž

›`›!Ú

՝¢Ý

Ì

¥UÐ3ž ìiØ

ž[¦£@ž[ÐÉÇ!ž’åy£ Î<Î

Ç

™

ÐÅ£@ТɞCÅ ™MØÉÎ

¥

Ñ

¥

Ø

¦

™„Ì

£@Ðɞ[ÐÅy¦ ™„Î

ž.£<ЇÅ,å

™

¥

ݯ

ž!ÇFÅ

›

¥UÅ

Î

žd¥

›

Ådî

ý

êàÞO¥šÔ£@Ð

Ï

¥šÊ

Û

¥šÐÅ+¥

Ï

ž

™

˂ÅÕɞLÔÐ

™

å

Î

ž[Ê

Ï

ž

™

˂ŸÕɞ×ÊI¥

Ñ

Å

™

ÊI¥

Ñ

È¢I¥

Î

£<Å

Ñ

Ç

™

ЍŸ¦ ™šÎ

ž

ìŠØ

ž!¦`£@ž[ÐÉÇ!žLÅ

™

£@ЊÇ

™

¦

Øv™

¦¥UŸž×£<Å

£@ЕÅÕɞLÇ ™šÌÖØ

¢iŸž!¦

Ø

¦

™„Ï

¦¥ ÌÆ›

ŸÕÉ¥UÅ'åy£ Î<Î

Ê

™

ŸÕɞLÅ

™

¢

Ï

Օå

™

¦Ô? 

êÙ×ÐÉÊɞ[¦`Ÿ¥šÔ£@Ð

Ï

¥é¦

™

¢ŠÅ¸£<Ðɞ

›

Ç+Õɞ

Ì

ž

™

Ë

›

¢

Ø

ž[¦

Û

£

›

£

™

Ð

™

Ë'ŸՊžÖ¦`ž

›

¢

Î

Å

›™

Ë'ÅÕɞ•¥š¢iÅ ™„Ì

¥UŸ£<Ç

Ø

¦

™

Ç!ž ››!Ú

¥

››

¢É¦£<Ð

Ï

ŸՊž!£@¦ τ™™

Ê

Ø

ž!¦`Ë

™

¦

Ì

¥šÐÉÇ!ž

¥šÐÉÊæÔšž!ž

Ø

£@Ð

Ï

¥

Î

ž[¦`Å#Å

™

¢ÉÐɞ ìŠØ

ž!ÇFŸž[Ê~Њž[å Ô£@ÐÉÊ

™

Ëâž[¦¦

™

¦

›

ŸÕI¥UÅ×Ç

™

¢

Î

ÊæÕI¥

Û

žéÐ

™

ŗӞ!ž[ÐôÇ

™

Ð

›

£@ʊž!¦ž[Ê

£@ЇŸՊž’£<ÐÉ£<Å£K¥

Î

Êɞ

›

£

Ï

Ð

™

ËOÅÕɞ

Ø

¦

™„Ï

¦¸¥

Ì

(7)

¡’Ù#ä

˜

ŸLø#øàù

˜

Ÿ

Ú»ýjþ„þ

 Ý#óâ¦

™

Ç!ž ›™

ÊɞMÊɞ

Ø

¢É¦¸¥šÇ[£

œ

™

ІÊɞ Î<™„›

ÊI¥UÅ ™„›

Êɞ

Î

¥

›

ž

›

Ÿ¥šÇ!£

™

Ðɞ ›’Ì

ž[Ş

™

Ý

¦

™„Îdœ™„Ï

£<Çd¥

›

¥U¢ŠÅ

™„Ì œ

¥UÅ£@Çd¥

›

ž

›`Ø

¥3‚Ð ™„Î

¥

›

Ç

™

¦¦ž ›Ø™

ÐÉÊÉ£<ž!ЍŸž

›

¥

Î

¥—Ë0¥

›

žyÊɞyÇd¥ ÌÖØ™

ó»ñCø#ûâð  :ÝPŠû¨óŸ.úæŸ

Ú

úôù.óâÞ Ú{

ØÉØ

 

øàùCú¾û¨øàù ø

Ú

¡CÙ×ä

˜

Ÿ—ø×øàù

˜

Ÿ

Ú

ø#ŸLúæä8 }—Ú

Ÿƒnù

ö

Šùo ÚJýjþ„þ„ÿ

 :ÝLŸ ï

¾Ñ

ž!¥š¦3ç ýdþ

1UÝ

þ

ïê

ÊI¥š£ Î<Ñ

¦¥š£@ÐiË0¥

Î

ÊI¥1Å+¥šÓI¥

›

ž‡Ë

™

¦>ŸÕɞ

Ø

¥šÐÉ£

›

Õsú3ž!ÊÉ£GŸž!¦`¦¸¥šÐŠžd¥šÐõ¦ž

Ï

£

™

Ð

›

î‡áI¦

›

ÅÆž ìiØÉÎ@™

¦¸¥UÅ

™

¦

Ñ÷›

Ÿ¢ÉÊ

Ñ

 Ý

ä,ЍÅd  ˜š™

¢É¦[  }BÎ

£

Ì

¥UÅ ™šÎ

 

Ú

£<Ð

Ø

¦ž ››

 

Þyø×û ö—Ä

ûŒø

Ú

øyŸ.ú¾ëBŸ„

Ä

û…‚ä>ë

Ú

}

Ÿ…†Lä‡ ë

Úàýjþšÿ

 :Ý ú

œ

žFŸÕ

™

Êɞ

›

Êɞ5Ç[¦£<Å£@Ȣɞ5Êɞ

›

Ê

™

ÐÉÐ

œ

ž!ž ›à؊Î

¢

Û

£

™šÌ

žFŸ¦£<Ȣɞ

›

È¢

™

Ÿ£<ÊÉ£@ž[ÐÉÐɞ

›

 Ý¨ú

™

Ð

™„Ï

¦[ âÊɞ

Î

¥éúæžFŸž

™

¦

™„Î<™„Ï

£@ž

ö

¥1Ÿ£

™

ÐI¥

Î

ž

ý iÚUþšØÉØ

 

£

Ï

¢É¦žˆÉî }B™

Ð

›

£

›

Ÿž[ÐÅ'Ç+ÕI¥šÐ

Ï

ž

›

¥

›

¥Ë%¦

™

ЍŸ¥

Î

ÊÉ£

›

Ç

™

ЍŸ£<Тɣ<Å ÑÆØ

¥

›`›

ž

›à™Û

ž!¦BÅÕɞ

›

Å+¥UÅ£

™

ÐÖÐɞd¥U¦BÐ ™™

Referencias

Documento similar

Es objeto de este trabajo analizar los blogs de las emisoras de radio españo- las, tomando como referencia las cuatro primeras en cuanto a audiencia de cobertura nacional

The closed mechanical structure of the 0.84 m telescope prevents a large temperature difference be- tween the primary and the secondary (the primary is. ∼ 2 ◦ C hotter in

En el menu principal se encuentra la opción para realizar controles de calidad sobre las bases de datos ingresadas.. Para realizar dichos controles tanto de temperatura, como de

One of them authorises the Spanish National Telephone Company to run a wireless service with Buenos Aires in Argentina from stations that were being installed

El sector de la salud, es una de las áreas en las que el Big Data está teniendo más impacto a nivel internacional, como método de evaluación y mejora en la atención de pacientes,

con el objetivo de determinar el modelo adecuado al conjunto de datos, se apli- caron los modelos de clasificación: Naive Bayes, CN2 Rule Induction, K-NN, Tree y Random Forest; y

On line Surface Automated Inspection and Quality Control INFORMATION AND INTERACTION SYSTEMS UNIT The Surfin´ system is an automated surface inspection system created to carry out

Variables used to approach quality of life in municipalities Drawbacks inputs Advantages outputs Unemployment UNEMP Socioeconomic condition ASC Pollution POLLUT Commercial market