! "#$%&'()*+,&'-./01.2'"+*3+'(4#)*#2'5&!62'7&82',& !9 :2'8;; &
Carmen Ilse Jobim2 e José Antônio Louzada3
Resumo - <'=>?@A>'BC(DE-'FG=HAI'>'JIAIKL>'?@'MNHI'K>'F>A>&'C@H'?@F@=O@KP>'KIF'Q>K?GLR@F'?>'"AIKIAS>'TU?G>'?>'DG>'-VIK?@'
?>'FHA2'W>G'IXIAGI?>'ISVIXUF'?I'Q>=OIVILY>'?>'Q>KS@Z?>'?@'H=G?I?@''?>'F>A>2'>J[?>'KI'FG=HAILY>'?>'JIAIKL>'?@'MNHI'K>'FGFS@=I' F>A>9OAIKSI9IS=>FW@VI2'Q>='>F'?I?>F'=@?G?>F'O>V'S@KFG\=@SV>F'XGFIK?>'XIAG?IV'F@H'HF>'OIVI'I'D@NGY>&'('IXIAGILY>'?>'=>?@A>'W>G' ?@'V@IAG]I?I'H[AG]IK?>'Q>=>'QHASHVI'?@'V@W@V^KQGI'H=I'NVI=_K@I'O@V@K@2'I?>SIK?>'>F'OIV`=@SV>F'@?MaQ>F'@'INV>=@S@>V>AbNGQ>F' ?I' E=JVIOI' cVGN>2' ?@' "IFF>' dHK?>2' DC&' <F' V@FHASI?>F' =>FSVIVI=' >' IAS>' O>S@KQGIA' ?@' I?@V^KQGI' ?>' =>?@A>&' e@' IQ>V?>' Q>=' >F' GK?GQI?>V@F'@FSIfF[Q>F'>J[?>F'KI'IXIAGILY>2'Q>@aQG@KS@'?@'Q>VV@AILY>2'_K?GQ@'?@'Q>KQ>V?`KQGI'@'?@'?@F@=O@KP>2'>'=>?@A>'W>G' QAIFFGaQI?>'Q>=>'=HGS>'J>='@'O>?@'F@V'H[AG]I?>'OIVI'FG=HAIV'>'JIAIKL>'P_?VGQ>'KI'V@NGY>'?>'"AIKIAS>'TU?G>'?>'DC&&
Palavras-chave - BC(DE-2'S@KFG>=@SVGI2'H=G?I?@'?>'F>A>&'
Performance evaluation of the water balance simulation model ISAREG
Abstract !"#$!%&'()*!+,-$.!/0+1.23$/!3#$!/,0.!423$5!62.278$9!"#$!:$5;,5+278$!,;!3#$!+,-$.!42/!$<2.123$!07!3#$!8,7-0=,7/!,;! 3#$!>?.272.3,!@$-0,A!($B0,7C!!07!(0,!*527-$!-,!&1.!&323$!DE52F0.G9!H,+:250/,7/!2+,7B!/,0.!423$5!8,73$73/!$/=+23$-!6I!3#$!423$5! 62.278$!,;!3#$!/,0. :.273 23+,/:#$5$!/I/3$+!27-!,6/$5<$-!-232!;5,+!3$7/0,+$3$5/!4$5$!:$5;,5+$-C!07!,5-$5!3,!<2.0-23$!3#$!+,-$.! ;,5!3#$!($B0,79!'!:$5$7702.!B52//!42/!1/$-!2/!5$;$5$78$!85,:!;,5!3$/=7B!3#$!+,-$.C!4#0.$!3#$!/,0./!27-!+$3$,5,.,B082.!:252+$3$5/! 4$5$!8,..$83$-!23!3#$!>)+652:2!"50B,A!H$73$5C!07!?2//,!J17-,C!(&!DE52F0.G9!"#$!5$/1.3/!/#,4$-!2!#0B#!:,3$7=2.!2-#$5$78$!2+,7B! /0+1.23$-!27-!,6/$5<$-!-232C!/,!07-082=7B!27!2-$K123$!:$5;,5+278$!,;!3#$!+,-$.!07!3#,/$!8,7-0=,7/9!'88,5-07B!3#$!/32=/=82.! 07-0823,5/!,63207$-!;5,+!5$B5$//0,7!272.I/$/C!3#$!:$5;,5+278$!,;!3#$!%&'()*!+,-$.!42/!8,7/0-$5$-!2/!<$5I!B,,-!27-!03!827!!6$! used for the water balance of the “Planalto Medio” Region (RS).
Key words - %&'()*C!3$7/0,+$35IC!/,0.!423$59
!"#$%&'($
<'Q>KP@QG=@KS>'?@'Q>=>'IF'OAIKSIF'H[AG]I=' I' MNHI' ?>' F>A>' @' ?@' Q>=>' V@FO>K?@=' I>F' K_X@GF' ?@' IV=I]@KIN@=' U' >J[?>' I' OIV[V' ?>' JIAIKL>' P_?VGQ>2' KI' =@?G?I'@='gH@'>'Q>KFH=>'?@'MNHI'O@AIF'OAIKSIF'U'H=' OIV`=@SV>'G=O>VSIKS@'OIVI'I'?@S@V=GKILY>'?>'V@K?G=@KS>' @'?I'K@Q@FFG?I?@'P_?VGQI'?@'H=I'QHASHVI&'(FFG=2'>'JIAIKL>' P_?VGQ>' ?>' F>A>' U' H=I' ?IF' W>V=IF' ?@' ?@S@V=GKIV' @FS@' Q>KFH=>&' C@NHK?>' <=@h>' i! :!j2' >' JIAIKL>' P_?VGQ>' U' >' Q\=OHS>' ?@' S>?I' MNHI' @KX>AXG?I' K>' FGFS@=I' F>A>9 OAIKSI9IS=>FW@VI&'k>KW>V=@'D@GQPIV?S'i! lj2'>'JIAIKL>' P_?VGQ>' Q>=OA@S>' K>' QI=O>2' IO@FIV' ?IF' GKZ=@VIF' ?GaQHA?I?@F' @' @VV>F' SUQKGQ>F' @mO@VG=@KSIGF' @KX>AXG?>F' KI'FHI'?@S@V=GKILY>2'Q>KF[SHG'H=I'G=O>VSIKS@'W>V=I'?@' FHJFG?GIV'>'=IK@n>'?I'QHASHVI2'O@V=G[K?>'=@?GV'oGK'FGSHp' >F' XMVG>F' OV>Q@FF>F' gH@' @KX>AX@=' I' ?GK`=GQI' ?I' MNHI' K>' FGFS@=I' F>A>9OAIKSI9IS=>FW@VI&' <' =>XG=@KS>' Q_QAGQ>' ?>'JIAIKL>'P_?VGQ>'Q>=@LI'Q>='I'GKaASVILY>'?I'MNHI'K>' F>A>2' Q>K[KHI' Q>=' F@H' IV=I]@KI=@KS>' KI' V@NGY>' ?>'
FGFS@=I'VI?GQHAIV'@'S@V=GKI'Q>='FHI'V@=>LY>'?>'F>A>'O>V' =@G>' ?I' ?V@KIN@=2' ?I' @XIO>VILY>' @' ?I' IJF>VLY>' O@AIF' VI_]@F&'k>KW>V=@'"@V@GVI'@S'IA&'i! qj2'>'JIAIKL>'Q>KSMJGA' ?IF'@KSVI?IF'@'FI_?IF'?@'MNHI'gH@'>Q>VV@='KH='X>AH=@' ?@' F>A>' QIVIQS@VG]I' I' XIVGILY>' ?>' IV=I]@KI=@KS>' KH=' ?@S@V=GKI?>'GKS@VXIA>'?@'S@=O>'>K?@'>'F>A>'V@OV@F@KSI' >'V@F@VXISbVG>'?@'MNHI&'e@'IQ>V?>'Q>='>F'IHS>V@F2'KH=I' FGSHILY>' G?@IA2' IF' O>FFGJGAG?I?@F' ?@' @KSVI?IF' K>' FGFS@=I' FY>r'I'QPHXI2'>'>VXIAP>2'>'@FQ>I=@KS>'AIS@VIA'FHJS@VV`K@>2' I'IFQ@KFY>'QIOGAIV'@'I'GVVGNILY>&'(F'O>FF_X@GF'FI_?IF'?@'MNHI' FY>'V@OV@F@KSI?IF'O@AI'@XIO>SVIKFOGVILY>'@'I'O@VQ>AILY>' >H'?V@KIN@='OV>WHK?I&' sMVG>F'=US>?>F'S^='FG?>'?@F@KX>AXG?>F'OIVI' gHIK[aQIV'>'JIAIKL>'P_?VGQ>'XGFIK?>'>'OAIK@nI=@KS>'@'>' N@V@KQGI=@KS>' ?IF' QHASHVIF' KI' INVGQHASHVI' GVVGNI?I&' EA@F' O>?@=' F@V' QAIFFGaQI?>F2' Q>KW>V=@' C>H]I' i8;;!j2' @=' =>?@A>F' O@?>AbNGQ>F2' JIF@I?>F' KI' ?@S@V=GKILY>' ?>F' S@>V@F'?@'MNHI'K>'F>A>t'=>?@A>F'uFGQ>F2'gH@'IKIAGFI='I' V@AILY>'?>'S@>V'?@'H=G?I?@'Q>='I'S@KFY>'?I'MNHI'K>'F>A>t' !'"IVS@'?I'c@F@'?@'e>HS>VI?>'IOV@F@KSI?I'O@A>'OVG=@GV>'IHS>V'v'wKGX@VFG?I?@'d@?@VIA'?>'DG>'-VIK?@'?>'CHA'9'' ' wdD-C2'">VS>'(A@NV@2'DC 8'EKNx'(NVx2'e>HS>VI2'"@FgHGFI?>VI'?I'd@OINV>'C@?@yCkcyDC2'DHI'->KLIAX@F'eGIF2'6q;&'zIGVV>'T@KGK>'' ' ' e@HF2'">VS>'(A@NV@2'kE"r ;!{;9;l;2'QIV=@K9n>JG=|W@OINV>&VF&N>X&JV {'EKN}'kGXGA2'e>HS>V2'"V>W@FF>V'?>'BKF[SHS>'?@'"@FgHGFIF'~G?VMHAGQIF'?I'wdD-C2'A>H]I?I|GOP&HWVNF&JV
=>?@A>F'aFG>AbNGQ>F2'gH@'V@AIQG>KI='I'?@aQG^KQGI'P_?VGQI' ?>'F>A>'Q>='IF'V@ILR@F'?IF'OAIKSIFt'=>?@A>F'GVVGNIQG>KGFSIF2' gH@'H[AG]I='XIA>V@F'?@'@XIO>SVIKFOGVILY>'?@S@V=GKI?>F' O>V'IANH='=US>?>'?@'@F[=I[XI2'Q>=>'"@K=IK9T>KS@GSP2' cP>VSPIGS@2' SIKgH@' okAIFF@' (p' >H' >HSV>Ft' @' =>?@A>F' QAG=IS>AbNGQ>F2'JIF@I?>F'K>'JIAIKL>'@KSV@'I'OV@QGOGSILY>'@' I'@XIO>SVIKFOGVILY>'?I'QHASHVI&'(SHIA=@KS@2'I'^KWIF@'?>F' JIAIKL>F'P_?VGQ>F'S@='FG?>'?I?I'v'?GFO>KGJGAG?I?@'?@'MNHI' K>'F>A>'V@AIQG>KI?I'Q>='>F'@A@=@KS>F'=@S@>V>AbNGQ>F'@' Q>='>'?@F@KX>AXG=@KS>'X@N@SIA&'C>H]I'i8;;!j'V@AISI'gH@' >'JIAIKL>'P_?VGQ>'QAG=IS>AbNGQ>'=IGF'QGSI?>'KI'AGS@VISHVI' U' >' =>?@A>' ?@F@KX>AXG?>' O>V' cP>VKSPIGS@' @' TISP@V' i! 66j&'<'=US>?>'W>VK@Q@'Q>=>'V@FHASI?>'>F'XIA>V@F'?IF' ?@aQG^KQGIF'@'?>F'@mQ@FF>F'P_?VGQ>F'?@'H=I'?@S@V=GKI?I' MV@I2'@='=GA_=@SV>F'?@'MNHI2'@'S@='F@'=>FSVI?>'@aQG@KS@' OIVI'?@aKGV'@'OV>NVI=IV'?@=IK?IF'?@'GVVGNILY>&
k>KFG?@VIK?>'>F'QHFS>F'@'>'S@=O>'K@Q@FFMVG>F' @=' OV>Q@?G=@KS>F' @mO@VG=@KSIGF2' OV@?GLR@F' ?@' JIAIKL>' P_?VGQ>'X^='F@K?>'FI[FWIS>VGI=@KS@'V@IAG]I?IF'ISVIXUF'?@' =>?@A>F'?@'FG=HAILY>'i <w(e(2'8;;j&'"IVI'"@V@GVI'@S' IA&'i! 6j2'FG=HAIV'FGNKGaQI'G=GSIV2'V@OV>?H]GV'V@FHASI?>F2' IOIV@KSIV' F@=@APIKLIF2' WI]@V' IKIA>NGIF' @' U' OVM[QI' Q>=H=' I' XMVGIF' MV@IF' ?>' Q>KP@QG=@KS>&' I' INVGQHASHVI2' I' FG=HAILY>' S@=' FG?>' H=I' G=O>VSIKS@' W@VVI=@KSI' OIVI' I' OV@XGFY>' ?@' V@FHASI?>F' ?>' =IK@n>' ?@' FGFS@=IF' F>J' ?@S@V=GKI?IF' Q>K?GLR@F' I=JG@KSIGF&' ' =@?G?I' gH@' >F' V@QHVF>F' P_?VGQ>F' @FSY>' QI?I' X@]' =IGF' @FQIFF>F2' IF' GKW>V=ILR@F' F>JV@' >F' Q>=O>K@KS@F' ?>' JIAIKL>' P_?VGQ>' ?@' F>A>F' F>J' QHA[X>' FY>' Q>KFG?@VI?IF' QVHQGIGF' OIVI' >' OAIK@nI=@KS>'?I'GVVGNILY>'iB'@S'IA&2'8;;qj&'('gHIK[aQILY>' ?I'XIVGILY>'?IF'K@Q@FFG?I?@F'P_?VGQIF'?HVIKS@'I'@FSILY>' ?@'QV@FQG=@KS>'U'?@'FHOV@=I'G=O>VS`KQGI'OIVI'>'=IK@n>' ?I'GVVGNILY>&'('OIV[V'?>'@KS@K?G=@KS>'?IF'V@AILR@F'@KSV@' >'FGFS@=I'VI?GQHAIV2'I'QI=I?I'?@'IJF>VLY>'@'I'PG?V>A>NGI' ?>'F>A>2'>'=>?@A>'?>'JIAIKL>'P_?VGQ>'O>?@'OV>O>VQG>KIV' H=' =@AP>V' Q>KP@QG=@KS>' Q>KQ@GSHIA' ?>F' OV>JA@=IF' @' ISHIV' Q>=>' H=I' W@VVI=@KSI' GKS@VOV@SI[XI' OIVI' S>=I?I' ?@'?@QGFY>'K>'=IK@n>'?I'INVGQHASHVI'GVVGNI?I'i"EDEBD('@S' IA&2'8;;8t'e(T'@'dEeeEC2'8;;;j&
sMVGIF'@FSVISUNGIF'OIVI'QHASHVIF'GVVGNI?IF'S^=' FG?>' ?@F@KX>AXG?IF' ISVIXUF' ?@' =>?@A>F' gH@' FG=HAI=' >' JIAIKL>'P_?VGQ>2'XGFIK?>'IO@VW@GL>IV'>'HF>'?I'MNHI'O@AIF' QHASHVIF2'@XGSIV'O@V?IF'?@'MNHI'O@AI'GVVGNILY>'@'=@AP>VIV'
>' ?@F@=O@KP>' ?>F' FGFS@=IF' ?@' GVVGNILY>' i"EDEBD(' @S' IA&2'8;;{j&'T>?@A>F'?@'FG=HAILY>'?>'JIAIKL>'P_?VGQ>'FY>' Q>KFG?@VI?>F' W@VVI=@KSIF' G=O>VSIKS@F' OIVI' NIVIK[V' >' =@AP>V'HF>'?I'MNHI2'KI'=@?G?I'@='gH@'S>?>F'>F'@A@=@KS>F' ?>' JIAIKL>' O>FFI=' F@V' IXIAGI?>F2' J@=' Q>=>' IXIAGILR@F' ?@' A>KN>' O@V_>?>' O>FFI=' F@V' WIQGA=@KS@' ?@F@KX>AXG?IF'' ieD<<-EDC'@S'IA&2'8;;;j&'G'@S'IA&'i8;;qj'Q>KFG?@VI='gH@' =>?@A>F' ?@' FG=HAILY>' ?@F@=O@KPI=' H=' G=O>VSIKS@' OIO@A'K>'QMAQHA>'?>'JIAIKL>'P_?VGQ>2'KI'=@?G?I'@='gH@'>F' OV>Q@FF>F'uFGQ>F'@KX>AXG?>F'FY>'Q>KP@QG?>F2'O>?@K?>'F@V' HFI?>F'OIVI'OV@X@V'>'G=OIQS>'?I'GVVGNILY>'F>JV@'>F'V@QHVF>F' P_?VGQ>F' ?GFO>K_X@GF' J@=' Q>=>' IHmGAGIV' KI' IXIAGILY>' ?@' FHI' XGIJGAG?I?@&' EFS@F' =>?@A>F' O>?@=' GKQAHGV2' IAU=' ?@' V@AILR@F' InHFSI?IF' ?@' MNHI9V@K?G=@KS>2' FHJ=>?@A>F' ?@' QV@FQG=@KS>' @' V@K?G=@KS>2' gH@' IXIAGI=' >' G=OIQS>' ?>F' ?UaQGSF'P_?VGQ>F'F>JV@'IF'QHASHVIF&'C@NHK?>'"@V@GVI'@S'IA&' i! 6j2' >F' =>?@A>F' O>?@=' F@V2' @FF@KQGIA=@KS@2' ?@' ?>GF' [O>Fr'=>?@A>F'?@'FG=HAILY>'?>'Hm>'?@'MNHI'gHIK?>'>' JIAIKL>'P_?VGQ>'U'Q>=OHSI?>'ISVIXUF'?>F'Hm>F'?@'@KSVI?I' @'FI_?I'@'?I'V@S@KLY>'?I'MNHI'?>'F>A>'KI']>KI'VI?GQHAIVt'@' =>?@A>F'?@'FG=HAILY>'X>AH=USVGQI'?@'JIAIKL>'?@'MNHI'?>' F>A>2'gHIK?>'>'JIAIKL>'P_?VGQ>'U'>J[?>'O@AI'FG=HAILY>'?>F' X>AH=@F'?@'MNHI'gH@'@KSVI='@'FI@='?>'V@F@VXISbVG>'?>' F>A>'KH='OV@?@S@V=GKI?>'GKS@VXIA>'?@'S@=O>&'k>KW>V=@' V@AISI='"@V@GVI'@S'IA&'i! 6j2'>F'=>?@A>F'?@'FG=HAILY>'?>' Hm>' ?@' MNHI' ?>' F>A>' FY>' HFI?>F' gHIK?>' >F' Hm>F' FY>' J@=' Q>KP@QG?>F' >H' gHIK?>' IF' gHIK[?I?@F' ?@' F>AHS>F' SVIKFO>VSI?>F' ?@X@=' F@V' ?@S@V=GKI?IF&' E=' N@VIA2' @FS@F' =>?@A>F' S^=' FHI' JIF@' S@bVGQI' KI' @gHILY>' ?@' DGQPIV?F' @' V@gH@V@=' H=I' Q>=OA@SI' ?@aKGLY>' ?IF' OV>OVG@?I?@F' PG?VMHAGQIF'?>'F>A>2'?@FQVGSIF2'HFHIA=@KS@2'O@AIF'@gHILR@F' ?@'-@KHQPS@K'i-Ewk~cE2'! :;j2'J@='Q>=>'V@gH@V@=' ?@SIAPI?IF' QIVIQS@V_F[QIF' ?>' ?>FF@A' ?I' QHASHVI' @' >HSV>F' OIV`=@SV>F' gH@' GKH@KQGI=' I' @mSVILY>' ?@' MNHI' O@AIF' VI_]@F&'C@NHK?>'>F'IHS>V@F2'@FS@F'=>?@A>F'?@'Hm>'@FSY>' IFF>QGI?>F'v'FG=HAILY>'?@'OV>Q@FF>F'@'v'OIVI=@SVG]ILY>' ?@' _K?GQ@F' Q>=OA@m>F' ?@' QV@FQG=@KS>' @' ?@' V@K?G=@KS>' ?I'QHASHVI2'K@Q@FFGSIK?>'QHG?I?>FI'QIAGJVILY>'?>F'XMVG>F' OIV`=@SV>F' @' ?I' I?>LY>' ?>' gH@' ?@K>=GKI=' IHS>9 QIAGJVILY>'?@'=HGS>F'>HSV>F'OIV`=@SV>F'?GuQ@GF'?@'F@V@=' >J[?>F'I'QI=O>&'<'=>?@A>'C("'ie(T'@S'IA&2'! qj'U'H=' @m@=OA>'I=OAI=@KS@'IOAGQI?>'@'?>QH=@KSI?>'?@FS@'[O>' ?@'FG=HAILY>'i <w(e(2'8;;t'eD<<-EDC'@S'IA&2'8;;;j&
{ "#$%&'()*+,&'-./01.2'"+*3+'(4#)*#2'5&!62'7&82',& !9 :2'8;; &
">V' >HSV>' AI?>2' "@V@GVI' @S' IA&' i! 6j' Q>KFG?@VI=' gH@' >F' =>?@A>F' X>AH=USVGQ>F' ?@' JIAIKL>' P_?VGQ>'FY>'WIQGA=@KS@'OIVI=@SVG]I?>F'@'V@gH@V@='IO@KIF' I' QIVIQS@VG]ILY>' PG?VMHAGQI' @FF@KQGIA' ?>' F>A>' @' ?I?>F' JMFGQ>F'?I'QHASHVI2'IAU='?@'I?>SIV'WHKLR@F'FG=OAGaQI?IF' ?I' V@AILY>' MNHI9V@K?G=@KS>' OIVI' IXIAGIV' >F' @W@GS>F' ?>F' ?UaQGSF'P_?VGQ>F'KIF'V@?HLR@F'?>'V@K?G=@KS>&'EKSV@SIKS>2' >F' IHS>V@F' V@Q>KP@Q@=' gH@' @FS@F' =>?@A>F' SI=JU=' K@Q@FFGSI=' ?@' XIAG?ILY>' ?@' F@HF' OV@FFHO>FS>F' IKS@F' ?@' FHI'H[AG]ILY>&'
k>KW>V=@' "I]' @S' IA&' i! lj2' K>' BC(DE-2' @' @=' =>?@A>F' ?>' =@F=>' [O>2' >' JIAIKL>' P_?VGQ>' U' JIF@I?>' K>' =US>?>' OV>O>FS>' O>V' e>>V@KJ>F' @' "VHGh' i! :;j'@'e>>V@KJ>F'@'IFFIK'i! :;j2'V@gH@V@K?>'?I?>F' =@S@>V>AbNGQ>F2'@?MaQ>F'@'INV>K\=GQ>F&'@FS@F'=>?@A>F2' I' @gHILY>' ?>' JIAIKL>' P_?VGQ>' Q>KFG?@VI' H=' OVGF=I' gHI?VI?>'Q>=>'HKG?I?@'P>VG]>KSIA'?@'MV@I2'QHnI'IASHVI'U' InHFSI?I'I>'QV@FQG=@KS>'VI?GQHAIV&'(FFG=2'>'X>AH=@'?>'F>A>' gH@'GVM'@mOV@FFIV'I'MNHI'?GFO>K_X@A2'O>?@VM'O@V=IK@Q@V' Q>KFSIKS@2' Q>=>' K>' QIF>' ?@' OIFSIN@=' @FSIJ@A@QG?I2' >H' XIVGIV2' gHIK?>' =>?@AIV' H=I' QHASHVI' IKHIA&' (AU=' ?GFF>2' I' FG=HAILY>' ?>' O@VaA' ?>' F>A>' U' ?@F@KX>AXG?I' @=' =HA[QI=I?IF2' O@V=G[K?>' H=I' V@OV@F@KSILY>' VI]>IX@A=@KS@' OV@QGFI' ?>F' Q>=OIV[=@KS>F' ?>' F>A>' ?>' FGFS@=I&'
BC(DE-' U' H=' =>?@A>' ?@' FG=HAILY>' ?>' JIAIKL>' P_?VGQ>' ?>' F>A>' ?@F@KX>AXG?>' O>V' c@Gm@GVI' @' "@V@GVI'i! 8j'gH@2'KI'FHI'X@VFY>'=IGF'ISHIA2'IOV@F@KSI9 F@''Q>=JGKI?>'Q>='>HSV>F'?>GF'OV>NVI=IF2'>'Es("6l'gH@' QIAQHAI'I'@XIO>SVIKFOGVILY>'?@'V@W@V^KQGI'iEc;j'HFIK?>'>' =US>?>'?@'"@K=IK9T>KS@GSP'@'>'kBC('OIVI'Q\=OHS>'?>F' OIV`=@SV>F'?I'QHASHVI'V@gH@VG?>F'O@AI'=@S>?>A>NGI'd(<' i( E'@S'IA&2'! :j&'(F'FG=HAILR@F'O>?@='F@V'V@IAG]I?IF' OIVI'O@V_>?>F'?GMVG>F2'?@Q@K?GIGF'>H'=@KFIGF&'<'=>?@A>' FG=HAI' >' JIAIKL>' ?I' MNHI' ?>' F>A>' OIVI' I' OV>WHK?G?I?@' S>SIA'?I']>KI'VI?GQHAIV'@W@[XI'ISVIXUF'?I'@gHILY>r
'i''G9!''i'"i''Vi''BKi''EcIi''eOi''-i'j'y'i!;;;]ij >K?@r'i'U'H=G?I?@'X>AH=USVGQI''=U?GI'?>'F>A>'KI']>KI' VI?GQHAIV2'@='=={'y=={2'K>'?GI'G @'
!9G2'K>'?GI'OVUXG>t'"i
U' I' OV@QGOGSILY>2' @=' ==2' ' K>' ?GI' Gt' i' U' >' @FQ>I=@KS>' FHO@VaQGIA2' @=' ==2' K>' ?GI' Gt' BKi' U' I' A`=GKI' A_gHG?I' ?@' GVVGNILY>2'@='==2'K>'?GI'Gt'EcIi'U'I'@XIO>SVIKFOGVILY>'V@IA2' @='==2'K>'?GI'Gt'eOi'U'I'O@VQ>AILY>'OV>WHK?I2'@='==2'K>'
?GI' Gt' -i' U' I' Q>KSVGJHGLY>' ?I' MNHI' FHJS@VV`K@I2' @=' ==2' K>'?GI'G'@']i'U'>'Q>=OVG=@KS>'VI?GQHAIV'2'@='=2'K>'?GI'G&'(' OIV[V'?@i2'>'=>?@A>'QIAQHAI'I'A`=GKI'A_gHG?I'?@'GVVGNILY>' V@gH@VG?I2' BKi2' gHIK?>' >' AG=GS@' ?@FGNKI?>' ?@' V@FSVGLY>' U' I[KNG?>&'('@XIO>SVIKFOGVILY>'=MmG=I'W>G'QIAQHAI?I'Q>=' JIF@'K>'OV>?HS>'?I'@XIO>SVIKFOGVILY>'?@'V@W@V^KQGI2'Ec;2' O@A>' Q>@aQG@KS@' ?@' QHASHVI2' Q2' Q>KW>V=@' ( E' @S' IA&' i! :j&' (' Q>KSVGJHGLY>' ?I' MNHI' FHJS@VV`K@I2' -i2' KY>' W>G' Q>KFG?@VI?I'?@XG?>'v'OV>WHK?G?I?@'?>'A@KL>A'WV@M[Q>'?>' F>A>'F@V'=IG>V'gH@'l=&''<'@FQ>I=@KS>'FHO@VaQGIA2'Vi2'W>G' OV@?GS>' HFIK?>' >' =US>?>' ?>' Z=@V>' ?@' kHVXI' ikj' ?>' CkC'iC>GA'k>KF@VXI[>K'C@VXGQ@j2'Q>=>'?@FQVGS>'@='H'@S' IA&'i8;;;j&' >'Q\=OHS>'?>'JIAIKL>'P_?VGQ>2'I'MNHI'?>'F>A>' ?GFO>K_X@A'OIVI'IF'OAIKSIF2'D2'@='==2'@FSM'V@AIQG>KI?I'Q>=' SV^F'K_X@GF'?@'IV=I]@KI=@KS>r'I']>KI'?I'MNHI'@='@mQ@FF>2' F2'IQG=I'?I'QIOIQG?I?@'?@'QI=O>2'QQ2'Q>VV@FO>K?@KS@'v' MNHI'NVIXGSIQG>KIA'gH@'KY>'@FSM'G=@?GISI=@KS@'?GFO>K_X@A' vF'OAIKSIFt'I']>KI'?@'V@K?G=@KS>'b[=>2'@KSV@'I'QQ'@'>' AG=GS@'b[=>'?@'MNHI'?>'F>A>2'O2'>K?@'I'MNHI'V@IA=@KS@' @FSM'?GFO>K_X@A'OIVI'I'QHASHVI'@'I']>KI'?@'?UaQGS'P_?VGQ>2' @KSV@' O' @' >' O>KS>' ?@' =HVQPI' O@V=IK@KS@2' O=2' >K?@' IGK?I' PM' MNHI' ?GFO>K_X@A' OIVI' I' OAIKSI2' =IF' V@gH@V' H=' NIFS>' @K@VNU[Q>' =IG>V' OIVI' FHI' @mSVILY>' O@AIF' VI_]@F&' <' SI=IKP>' ?IF' SV^F' ]>KIF' ?>' V@F@VXISbVG>9F>A>' XIVGI' ?@' QHASHVI'OIVI'QHASHVI2'Q>='>'@FSM?G>'?@'?@F@KX>AXG=@KS>2' I'OV>WHK?G?I?@'VI?GQHAIV'@'I'F@KFGJGAG?I?@'?I'QHASHVI'I>' ?UaQGS'P_?VGQ>2'@mOV@FFI?>'O@AI'WVILY>'oOp'?@'?@OA@LY>'F@=' @FSV@FF@&' EKSV@SIKS>2' >' SI=IKP>' ?@FSIF' ]>KIF' ?@O@K?@2' OVGKQGOIA=@KS@2'?IF'QIVIQS@V_F[QIF'PG?VMHAGQIF'?>'F>A>&'<' AG=GS@'FHO@VG>V'?I']>KI'?@'@mQ@FF>'?@'MNHI'U'Q>KFSIKS@'@' Q>VV@FO>K?@' I>' O>KS>' ?@' FISHVILY>2' F2' Q>KFG?@VIK?>' I' OV>WHK?G?I?@' VI?GQHAIV' =MmG=I' @' V@FHASI' KI' QIOIQG?I?@' S>SIA'?@'IV=I]@KI=@KS>'?@'MNHI'?>'F>A>& <'AG=GS@'FHO@VG>V'?I']>KI'?@'V@K?G=@KS>'b[=>2' D=Im2'@='==2'gH@'Q>VV@FO>K?@'v'MNHI'S>SIA'?GFO>K_X@A' ?>'F>A>'ik(ej'v'OV>WHK?G?I?@'VI?GQHAIV'?I'QHASHVI' Q>KFG?@VI?I'i]jU'?I?>''O>Vr D=Im''!;;;]'i'Q'9'O=j'
<' AG=GS@' GKW@VG>V' ?I' ]>KI' ?@' V@K?G=@KS>' b[=>' iD=GKj'U'?I?>'O>Vr'
D=GK''i!9OjD=Im
O@V=GS@'@XIO>SVIKFOGVILY>'F@='QIHFIV'?UaQGS'P_?VGQ>'KI' QHASHVI&'EFS@'AG=GS@'GKW@VG>V'?I']>KI'?@'V@K?G=@KS>'b[=>' ?@aK@'>'AG=GS@'?>'K_X@A'b[=>'?@'MNHI'?>'F>A>2'O2'GFS>'U2'>' =_KG=>'Q>KS@Z?>'?@'MNHI'?>'F>A>'IKS@F'?>'?UaQGS'P_?VGQ>' ?I'QHASHVI&'('?GW@V@KLI'@KSV@'D=Im'eD=GK'Q>KFGFS@'KI'WVILY>' ?@'MNHI'?>'F>A>'V@IA=@KS@'?GFO>K_X@A'>H'H[AG]MX@A2'd(e2' >K?@r d(e''iQQ'9'Oj'] (' ]>KI' ?@' @FSV@FF@' U' AG=GSI?I' @KSV@' D=GK' @' D<2' >K?@' I' V@F@VXI'?GFO>K_X@A'?@'MNHI'?>'F>A>'U'KHAI'I>'I[KNGV'>'O>KS>' ?@'=HVQPI'O@V=IK@KS@2'O=&'HIK?>'I'MNHI'?GFO>K_X@A' @FSM'KI']>KI'?@'V@K?G=@KS>'b[=>2'I'@XIO>SVIKFOGVILY>' V@IA2'EcI2'U'GNHIA'v'@XIO>SVIKFOGVILY>'=MmG=I2'Ec=2'F@K?>r Ec=''QEc; >K?@' Q' U' >' Q>@aQG@KS@' ?@' QHASHVI' @' Ec; U' I' @XIO>SVIKFOGVILY>' ?@' V@W@V^KQGI' i( E' @S' IA&2' ! :j&' I' ]>KI' ?@' @FSV@FF@' P_?VGQ>2' I' @XIO>SVIKFOGVILY>' V@IA2' EcI2'U'V@FSVGKNG?I'O>V'EcI''Ec='O>VgH@'D''D=GK2'GFS>'U2'I' MNHI'?GFO>K_X@A'@FSM'IJIGm>'?>'AG=GS@'=_KG=>'?@'MNHI'K>' F>A>'OIVI'@XGSIV'>'@FSV@FF@'P_?VGQ>'?I'QHASHVI&'('XIVGILY>' ?I'MNHI'?GFO>K_X@A2'D2'KY>'U'AGK@IV'gHIK?>'D''D=GK2'=IF' F@NH@'H=I'QHVXI'OIVIJbAGQI'QHn>'@mO>@KS@'U'WHKLY>'?@'D' @'Ec=''icEBEBD('@'"EDEBD(2'! 8j&'<F'?I?>F'V@gH@VG?>F' O@A>'=>?@A>'OIVI'Q>=OHSIV'>'JIAIKL>'P_?VGQ>'?>'F>A>'FY>' IV=I]@KI?>F' @=' XMVG>F' IVgHGX>F' Q>=IK?I?>F' O>V' H=' =@KH'OVGKQGOIA&'EA@F'V@W@V@=9F@'I'?I?>F'=@S@>V>AbNGQ>Fr' @XIO>SVIKFOGVILY>'?@'V@W@V^KQGI'@'OV@QGOGSILY>2'@='==2'I' QI?I'GKS@VXIA>'?@'S@=O>'OIVI'>'QMAQHA>'?>'JIAIKL>'P_?VGQ>t' S@=O@VISHVIF'=MmG=I'@'=_KG=I2'@='>kt'H=G?I?@'V@AI[XI'
?>' IV2' @=' t' VI?GILY>' F>AIV2' @=' Ty=8?GIt' @' X@A>QG?I?@'
?>'X@KS>2'@='=yF2'OIVI'QMAQHA>'?I'@XIO>SVIKFOGVILY>'?@' V@W@V^KQGI' ISVIXUF' ?I' ' FHJ9V>[KI' ' Es("6lt' I' X@A>QG?I?@' ?>'X@KS>'@'I'H=G?I?@'V@AI[XI'?>'IV'FY>'HFI?IF'SI=JU=' OIVI' InHFSIV' >' Q vF' Q>K?GLR@F' A>QIGF' ?@' QAG=I' Q>=' >' =b?HA>'kBC(&'eI?>F'?I'QHASHVI'FY>r'?ISIF'?>F'@FSM?G>F' ?@' ?@F@KX>AXG=@KS>' ?I' QHASHVIt' Q>@aQG@KS@' ?@' QHASHVIt' OV>WHK?G?I?@' VI?GQHAIV' @W@[XI2' @=' =t' IASHVI' ?>' ?>FF@A' X@N@SIA2'@='=t'WVILY>'oOp'?@'?@OA@LY>'?I'MNHI'?GFO>K_X@A' ?>' F>A>' @' WIS>V' ?@' V@FO>FSI' ?>' V@K?G=@KS>&' eI?>F' ?>' F>A>2' V@W@VGK?>9F@' I' H=' F>A>' Q>=' =HA[QI=I?IF2' FY>r' OV>WHK?G?I?@'?@'QI?I'QI=I?I'?>'F>A>2'@='=t'QIOIQG?I?@' S>SIA'?@'MNHI'?GFO>K_X@A'?@'QI?I'QI=I?I2'@='==2'>H'>' Q>KS@Z?>' ?@' MNHI' NVIXG=USVGQ>' v' QIOIQG?I?@' ?@' QI=O>'
@' K>' O>KS>' ?@' =HVQPI' O@V=IK@KS@2' @=' t' ?@KFG?I?@' ?>' F>A>' ?@' QI?I' QI=I?I2' @=' N' Q=9{t' OV>WHK?G?I?@' @'
S@mSHVI' ?I' QI=I?I' FHO@VaQGIA' @XIO>VI[XI' ?>' F>A>' gH@' FY>' K@Q@FFMVGIF' OIVI' QMAQHA>' ?>' Q' ?>' O@V_>?>' GKGQGIA' ?@' ?@F@KX>AXG=@KS>'?I'QHASHVI& <' OV@F@KS@' SVIJIAP>' S@X@' Q>=>' >Jn@[X>' IXIAGIV'>'?@F@=O@KP>'?>'=>?@A>'BC(DE-'KI'FG=HAILY>'?>' JIAIKL>'P_?VGQ>'KIF'Q>K?GLR@F'?>'"AIKIAS>'TU?G>'?>'DC& )*"+#,*-.+.)/"$%$0 <'?@F@=O@KP>'?>'=>?@A>'BC(DE-'W>G'IXIAGI?>2' Q>=OIVIK?>' Q>KS@Z?>' ?@' H=G?I?@' ' ?>' F>A>2' >J[?>' KI' FG=HAILY>' ?>' JIAIKL>' ?@' MNHI' K>' FGFS@=I' F>A>9OAIKSI9 IS=>FW@VI'ISVIXUF'?>'=>?@A>2'Q>='>F'?I?>F'=@?G?>F'O>V' S@KFG\=@SV>F&'
(' =@?GLY>' ?>' Q>KS@Z?>' ?@' MNHI' ?>' F>A>' W>G' V@IAG]I?I2'?GIVGI=@KS@2'K>'O@V_>?>'?@'!l'?@'W@X@V@GV>'I'{!' ?@'=IVL>'?@'8;;l2'KI'E=JVIOI'cVGN>2'@='F>A>'NVI=I?>&' "IVI' >' =>KGS>VI=@KS>' ?IF' S@KFR@F2' W>G' H[AG]I?I' H=I' JIS@VGI'?@'SV^F'S@KFG\=@SV>F'Q>='XIQH\=@SV>2'?@'A@GSHVI' ?GV@SI2'GKFSIAI?>F' I'8;2';'@'l;'Q='?@'OV>WHK?G?I?@&' (F' A@GSHVIF'?>F'S@KFG\=@SV>F'@='=='~N'W>VI='SVIKFW>V=I?IF' OIVI'Q='?@'MNHI'ISVIXUF'?I'V@AILY>r
P''i9~''!;{{yql;j
>K?@' P U' >' O>S@KQGIA' =ISVGQGIA' ?I' MNHI' K>' F>A>' @=' Q=' ?@'MNHI'@'~'U'I'A@GSHVI''?>'S@KFG\=@SV>'@='==~N'&''<F' S@KFG\=@SV>F' W>VI=' HmI?>F' F@=IKIA=@KS@' Q>=' MNHI' ?@F[AI?I&'
"IVI' I' Q>=OIVILY>' ?>F' XIA>V@F' FG=HAI?>F' ISVIXUF' ?>' =>?@A>2' >F' O>S@KQGIGF' ?@' OV@FFY>' =@?G?>F' W>VI='SVIKFW>V=I?>F'@='H=G?I?@'X>AH=USVGQI'ISVIXUF'?I' @gHILY>'IOV@F@KSI?I'O>V'-@KHQPS@K'i! :;jr
''res''isat'9'resj'y'!'' '¡''P' K]=
>K?@' 2' res e sat' FY>2' V@FO@Q[XI=@KS@2' ' I' H=G?I?@' X>AH=USVGQI2''I'H=G?I?@'X>AH=USVGQI'V@FG?HIA''@'I'H=G?I?@' X>AH=USVGQI' ?@' FISHVILY>2' @=' Q={yQ={' @' ¡2' =' @' K' FY>'
OIV`=@SV>F2' S>?>F' IOV@F@KSI?>F' KI' cIJ@AI' !' @' >J[?>F' ISVIXUF'?>'OV>NVI=I'Q>=OHSIQG>KIA'DEck i-Ewk~cE2'
! !j2' I' OIV[V' ?>F' XIA>V@F' ?I' QHVXI' QIVIQS@V_F[QI' ?@S@V=GKI?I' O>V' kHKPI' i8;;{j' OIVI' >' F>A>' ?I' @FSILY>' =@S@>V>AbNGQI'?I'E=JVIOI'cVGN>2'O@VS@KQ@KS@'v'HKG?I?@' ?@'=IO@I=@KS>'"IFF>'dHK?>2'Q>KFG?@VIK?>'I'@gHILY>r
6 "#$%&'()*+,&'-./01.2'"+*3+'(4#)*#2'5&!62'7&82',& !9 :2'8;; &
TABELA 1' 9' J17LM$/! 272.N=82/! -$! *$718#3$7! $/=+2-2/!
para o solo da estação meteorológica da Embrapa Trigo
Parâmetro
c@>V'?@'w=G?I?@'D@FG?HIA'igresj''iQ={'yQ={'j''''''''''' ;2!6 '''''' c@>V'?@'w=G?I?@'CISHVI?>'igsatj''iQ={'yQ={j''''''''''' ;2 8 '''''''''
I'?I'QHVXI'i!yQ=j ;2;l;{{'''''''' "IV`=@SV>'i=j'i9j ;2! ::!'''''''' "IV`=@SV>'K'i9j !28:88 !''d>KS@r'DEck'i-Ewk~cE2'! !j& d>VI= H[AG]I?>F'Q>=>'OIV`=@SV>F'=@S@>V>AbNGQ>F' ?>'=>?@A> >F'V@NGFSV>F'=@S@>V>AbNGQ>F'?GMVG>F'?I'@FSILY>' =@S@>V>AbNGQI' Q>KX@KQG>KIA' ?I' HKG?I?@' ?I' E=JVIOI' cVGN>2' "IFF>' dHK?>2' DC2' AI[SH?@' 8:}' !6' C2' A>KNGSH?@' 68}' 8' @' IA[SH?@' l:q' =&' (F' XIVGMX@GF' H[AG]I?IF' W>VI=r' VI?GILY>'F>AIV'NA>JIA'@='Ty=8?GI2'S@=O@VISHVIF'=MmG=I'
@' =_KG=I' @=' }k2' H=G?I?@' V@AI[XI' =U?GI' ?>' IV' @=' 2' X@A>QG?I?@'?>'X@KS>'@='=yF2'=@?G?I'I'!;'='?@'IASHVI'@' QPHXI'@='==2'>Q>VVG?IF'K>'O@V_>?>'?@'!l'?@'W@X@V@GV>'I' {!'?@'=IVL>'?@'8;;l&'
<F' OIV`=@SV>F' @?MaQ>F' I?>SI?>F' K>' =>?@A>' Q>VV@FO>K?@VI= I>' F>A>' ?I' @FSILY>' =@S@>V>AbNGQI' ?I' E=JVIOI' cVGN>' @' O@VS@KQ@' v' HKG?I?@' ?@' =IO@I=@KS>' "IFF>' dHK?>2' ISHIA=@KS@' QAIFFGaQI?>' Q>=>' IS>FF>A>' s@V=@AP>'?GFSVbaQ>'fOGQ>'¢' s?'{'iCcDEk'@S'IA&2'8;;8j2' V@A@X>' >K?HAI?>' @' FHJFSVIS>' JIFIAS>&' <F' OIV`=@SV>F2' QI=I?IF' @' OV>WHK?G?I?@' ?>' F>A>2' W>VI=' ?@AG=GSI?>F'' @=' WHKLY>' ?I' OV>WHK?G?I?@' =MmG=I' ?>F' S@KFG\=@SV>F2' @KgHIKS>'gH@'I'S@mSHVI'?>'F>A>'IXIAGI?>'W>G'?@aKG?I'O>V' k`=IVI'i8;;j&'(F'Q>K?GLR@F'?>'O@VaA'@'IF'QIVIQS@V_F[QIF' uFGQIF' ?>' F>A>' IXIAGI?>2' K@Q@FFMVGIF' OIVI' I' FG=HAILY>2' W>VI='?@aKG?IF'A>QIA=@KS@'O>V'kHKPI'i8;;{j'@'Q>KFSI=' KI'cIJ@AI'8&
('IXIAGILY>'W>G'V@IAG]I?I'I?=G[K?>'H=I'NVI=_K@I' O@V@K@2' QHA[XI?I' F@=' GVVGNILY>2' QHn>F' OIV`=@SV>F2' Q>KFSIKS@F'I>'A>KN>'?>'IK>2'@FSY>'IOV@F@KSI?>F'KI'cIJ@AI' {&
TABELA 3'9'Parâmetros da gramínea perene Parâmetro
"V>WHK?G?I?@'=U?GI'?>'FGFS@=I'VI?GQHAIV'i=j'! ;2{;
k>@aQG@KS@'?@'QHASHVI! !2;
d>KS@r'!eI='@S'IA&'i! qj&
(' Q>=OIVILY>' @KSV@' >F' XIA>V@F' @F[=I?>F' @' >F' XIA>V@F' =@?G?>F' W>G' V@IAG]I?I2' I?=G[K?>' H=I' V@AILY>'
AGK@IV'@mOV@FFI'O>Vr
"i 'J<i
>K?@'<i'U'QI?I''XIA>V'=@?G?>2'"i'U'QI?I'XIA>V'@F[=I?>2'J'U' >'Q>@aQG@KS@'?@'V@NV@FFY>2'IXIAGI?>'O@A>'S@FS@'t'OIVI'£!2' Q>KW>V=@'(AA@K'@S'IA&'i! : j&'<F'XIA>V@F'@F[=I?>F'W>VI=2' SI=JU=2' Q>VV@AIQG>KI?>F' Q>=' >F' =@?G?>F' ISVIXUF' ?>F' GK?GQI?>V@F' @FSIfF[Q>Fr' precisão2' ?I?I' O@A>' Q>@aQG@KS@' ?@' Q>VV@AILY>' oVp' i( E' @S' IA&2! : jt' $O2=-P,2' ISVIXUF' ?>' _K?GQ@' ?@' GAA=>h' o?p' iB T<cc2' ! :8j' @' de
desempenho'oQp'ik(T(D-<'@'CEcE ~(C2'! qj2'>J[?>F'
V@FO@Q[XI=@KS@'ISVIXUF'?IF'@gHILR@Fr
Q''V?
' <K?@' <' U' I' =U?GI' ?>F' XIA>V@F' =@?G?>F2' "' U' I' =U?GI' ?>F' XIA>V@F' @F[=I?>F' @' ' U' >' KZ=@V>' ?@' OIV@F' ?@' XIA>V@F' @F[=I?>F' @' =@?G?>F&' (' OV@QGFY>2' ?I?I' O@A>' Q>@aQG@KS@'?@'Q>VV@AILY>2'GK?GQI'>'NVIH'?@'?GFO@VFY>'?>F' ?I?>F'>J[?>F'@='V@AILY>'v'=U?GI&'('@mI[?Y>'V@AIQG>KI9 F@'Q>='>'IWIFSI=@KS>'?>F'XIA>V@F'@F[=I?>F'@='V@AILY>' I>F' >JF@VXI?>F2' XIVGIK?>' ?@' ]@V>2' OIVI' K@KPH=I' Q>KQ>V?`KQGI2' I' H=2' OIVI' Q>KQ>V?`KQGI' O@VW@GSI&' <' ?@F@=O@KP>' O>?@' XIVGIV' ?@' ]@V>' I' H=' @' U' Q>KFG?@VI?>' J>=' I' OIV[V' ?@' XIA>V@F' IQG=I' ?@' ;2ll' ik(T(D-<' @' CEcE ~(C2'! qj&
1+0&-"*%$0.+.2,03&00($
<F' XIA>V@F' ?@' H=G?I?@' X>AH=USVGQI' ?>' F>A>' >J[?>F' KI' FG=HAILY>' ?>' JIAIKL>' ?@' MNHI' K>' FGFS@=I' F>A>9OAIKSI9IS=>FW@VI2' ISVIXUF' ?>' =>?@A>' BC(DE-2' @=' Q>=OIVILY>' I>F' XIA>V@F' =@?G?>F' O@A>' S@KFG\=@SV>' @KQ>KSVI=9F@' KI' cIJ@AI' &' k>KW>V=@' V@OV@F@KSI?I' KI'
TABELA 2'9'H,7-0LM$/!-,!:$5Q.!$!825283$5N/=82/!R/082/!-,!/,.,!-2!$/32LP,!+$3$,5,.SB082!-2!)+652:2!"50B, Parâmetro kI=I?I ~>VG]>KS@'( "V>WHK?G?I?@'I?>SI?I'iQ=j l; c@mSHVI'! 8 ''IV@GIt''!;''FGAS@t'l!''IVNGAIt'''T< w=G?I?@'NVIXG=USVGQI'KI'kIOIQG?I?@'?@'kI=O>'w-QQ'ij8 ;28q w=G?I?@'NVIXG=USVGQI'K>'">KS>'?@'THVQPI'"@V=IK@KS@'w-O='ij8 ;28{ e@KFG?I?@'?>'F>A>'?s'iNyQ={j8 !2{6
Fonte: 1câmara (2004); 2 curva de retenção da umidade do solo determinada por Cunha (2003)
r
(Oi O) (Pi P) (O O)(P P) 2 i 1 N 2 i 1 N i i i 1 N=
- -- -= = =/
/
/
d 1 ( P O O O (P O ) i 2 i 2 i 1 N i i 2 i 1 N = -- + -= = R T S S S SS V X W W W WW/
/
dGNHVI' !2' I' V@NV@FFY>' AGK@IV' @KSV@' >F' XIA>V@F' =@?G?>F' @' @F[=I?>F' GK?GQ>H' >' IAS>' O>S@KQGIA' ?@' I?@V^KQGI' ?>' =>?@A>'BC(DE-&
<' XIA>V' >J[?>' ?>' Q>@aQG@KS@' ' ?@' ' V@NV@FFY>2' J;2 6 82' U' QAIFFGaQI?>' Q>=>' IASI=@KS@' FGNKGaQI[X>' O@A>'S@FS@''t'OIVI'£!2'GK?GQIK?>'gH@'>F'XIA>V@F'@F[=I?>F' FY>2' @FSI[F[QI=@KS@2' GNHIGF' I>F' =@?G?>F2' I>' K_X@A' ?@' FGNKGaQ`KQGI'?@'!'&'
<'?@F@=O@KP>'?>'=>?@A>'BC(DE-'W>G2'SI=JU=2' IXIAGI?>' ISVIXUF' ?>F' GK?GQI?>V@F' @FSIfF[Q>F' ' precisão2''
$O2=-P,2' @' ' de desempenho' @' >' ' V@FHASI?>' @KQ>KSVI9F@'
?GFQVG=GKI?>' KI' cIJ@AI' 6&' e@' IQ>V?>' Q>=' >F' QMAQHA>F' @W@SHI?>F2'>'IAS>'Q>@aQG@KS@'?@'Q>VV@AILY>'>J[?>'GK?GQ>H' >' O@gH@K>' NVIH' ?@' ?GFO@VFY>' ?>F' ?I?>F' @=' V@AILY>' v' =U?GIt' ' >' _K?GQ@' ?@' Q>KQ>V?`KQGI' IQG=I' ?I' =U?GI'' GK?GQ>H' I' J>I' @mI[?Y>' ?>' =>?@A>t' >' XIA>V' ?>' GK?GQI?>V'
TABELA 4 9'Umidade volumétrica média do solo gramado, em cm3/cm3, relacionada às tensões medidas no tensiômetro
DTTensiômetroG!$!/0+1.2-,!:$.,!+,-$.,!%&'()*!DTISAREG), no período de 16 de fevereiro a 31 de março de 2006, Passo Fundo, RS
DIA Tensiômetro ISAREG DIA Tensiômetro ISAREG
1 0,275 0,270 23 0,250 0,234 2 0,252 0,270 24 0,251 0,243 3 0,243 0,261 25 0,247 0,237 4 0,238 0,252 26 0,247 0,234 5 0,237 0,244 27 0,246 0,232 6 0,252 0,240 28 0,245 0,231 7 0,250 0,252 29 0,237 0,231 8 0,248 0,243 30 0,230 0,230 9 0,269 0,238 31 0,228 0,230 10 0,272 0,270 32 0,277 0,230 11 0,263 0,270 33 0,278 0,270 12 0,262 0,270 34 0,288 0,270 13 0,257 0,260 35 0,280 0,270 14 0,285 0,250 36 0,292 0,270 15 0,275 0,270 37 0,294 0,270 16 0,266 0,265 38 0,288 0,270 17 0,271 0,262 39 0,284 0,265 18 0,271 0,270 40 0,281 0,257 19 0,265 0,260 41 0,271 0,248 20 0,260 0,251 42 0,300 0,247 21 0,256 0,241 43 0,288 0,270 22 0,242 0,236 44 0,284 0,261 IS AREG=0,9592 tensiômetro 0,2 0,25 0,3 0,220 0,270 0,320 !!tensiômetro (cm3/cm3) IS A R E G ( c m 3 /c m 3 )
FIGURA 1'9'Análise da regressão linear entre os valores da umidade volumétrica do solo gramado, em cm3 /cm3C!,6=-,/!
:$.,!+,-$.,!%&'()*!DTISAREG G!$!:$.,!3$7/0U+$35,!DTTensiômetro ), no período de 16 de fevereiro a 31 de março de 2006, Passo Fundo, RS
q "#$%&'()*+,&'-./01.2'"+*3+'(4#)*#2'5&!62'7&82',& !9 :2'8;; &
?@'?@F@=O@KP>'>J[?>'KI'IXIAGILY>'QAIFFGaQ>H'>'=>?@A>' Q>=>' muito bom2' Q>KW>V=@' I' @FQIAI' OV>O>FSI' O>V' kI=IVN>'@'C@KS@APIF'i! qj&'
>' @KSIKS>2' @FS@F' V@FHASI?>F' W>VI=' >J[?>F' OIVI' H=I' XIVGILY>' ?@' H=G?I?@' JIFSIKS@' @FSV@GSI2' Q>VV@FO>K?@K?>' I' H=' GKS@VXIA>' ?@' ;28{' I' ;2{;' Q={yQ={
?@' H=G?I?@' X>AH=USVGQI2' Q>VV@FO>K?@K?>' vF' XIVGILR@F' >JF@VXI?IF'?HVIKS@'IO@KIF'I'@FSILY>'?@'X@VY>&''">VU=2' >F' V@FHASI?>F' O>FG[X>F' >J[?>F2' gH@' XIAG?I=' >' HF>' ?>' =>?@A>' BC(DE-' OIVI' FG=HAILY>' ?>' JIAIKL>' ?@' MNHI' ?>' F>A>' KIF' Q>K?GLR@F' IXIAGI?IF2' Q>KaV=I=' "@V@GVI' @S' IA&' i8;;{j' gH@' V@AISI=' H=I' J@=' FHQ@?G?I' IOAGQILY>' ?>' =>?@A>'@='XMVGIF'V@NGR@F&'
4$!3-&0($
!"# $%&'()*+# +, -.+ /%( 0+"1(2"'" " "3"1(")4%5 % ,%'+1% 6789:; #(,.1%.5 #"<#/"=%0(",+&=+5 % >"1"&)% ?@'0($% '% #%1%5 3"1('"&'% #." .<1(2")4% &" 0+A(4% '% B1"&"1=% CD'(% '% 9(% ;0"&'+ '% 7.1E
!"!#$%&'()*+',-'./#0"'&()
8FF:!5 9E;EG H:!7:!5 CE:EG I96;JK5 HEFEG LM9C8!5 9E NO+0"<%&"1 :#<,"=+# %/ 9+/+0+&$+ :3"O%=0"&#O(0"<%&E
Agronomy Journal, C"'(#%&, 3EPQ5 OERSTURRV5 QWPWE
8FF:!5 9E;EG B:9:6985 FE7EG 98:75 XEG 7C6KJ5 CE Crop
!"#$%&"'(#)&"*$'+, ;.('+1(&+# /%0 Y%,O.<&A Y0%O
I"=+0 9+-.(0+,+&=#E 9%,+Z [8N5 QWWPE \TTOE 600(A"<%& "&' X0"(&"A+5 SRE
Y]C8985 9E^E -'./0'1)", 2", (1"&)31"45$, 2$, 6$7$, ($8,
6)(%9:", 29, ;7"'*$, <)&9%$, '"(, ;&$#&)92"29(, 2$, 6$7$, 9, '",=/7%/&",2",6$>"E VTT_E WROE X(##+0=")4% `C+#=0"'% +,
8A0%&%,("a U B0%'.)4% b+A+="15 ["$.1'"'+ '+ 8A0%&%,(" + C+'($(&" b+=+0(&c0("5 M&(3+0#('"'+ '+ B"##% [.&'%5 B"##% [.&'%5 VTT_E
Y8C89;N5 8E BEG 7:!K:FJ875 BEYE 83"1(")4% '% X+#+,O+&?% '+ X(/+0+&=+# CD=%'%# '+ :#<,"<3" '" :3"O%=0"&#O(0")4% B%=+&$("1 &% :#="'% '+ 74% B".1%5 L0"#(1E Revista Brasileira de Agrometeorologia5 7"&=" C"0("5 3ES5 &EQ5 OEPWUWd5 QWWdE
YM!J85 ;E9E =/&!", ="&"1%9&?(*1", 2$, 6$7$, 2", @')2"29,
Embrapa TrigoE B"##% [.&'%Z :,>0"O" K0(A%5 VV ,"(%
VTT\E eY%,.&($")4% O+##%"1fE C+&#"A+, 0+$+>('" O%0 g$h%>(,i=+00"E$%,E>0j +, QT /+3E VTTRE
X8C5 HEYE 3"&G [:XX:75 9E8E !.,+0($"1 7(,.1"<%& %/ 6&k1=0"<%&5 :3"O%0"<%& "&' 7?"11%l ;0%.&'l"=+0 F+3+1# l(=? =?+ 9($?"0'# :-."<%&E Journal of Hydrology5 8,#=+0'",5 3EV\\5 &EQU_ 5 OEdVUPS5 VTTTE
TABELA 5 - !"#$%&'( )!*+( ",-./&'( )/*( "( /"%"01"23'( )#*(
calculado para a relação entre os valores da umidade volumétrica do solo gramado, simulados pelo modelo ISAREG e medidos no tensiômetro, no período de 16 de fevereiro a 31 de março de 2006, Passo Fundo, RS
(%"A(*1" valor
r T5WWP_
d T5dW_V
$ T5dWVW
X8C5 HEYE 3"&G JMm;:!5 HEG I:77:F6!;5 HE ;EG [:XX:75 9E 8EG ^8L8K5 BE5I8F7MC5 BE :E bEG ;9N:!:!X6H^5 BEG X6:B:!5 YE 8E 3"&E Theory of SWAP Version 2.0: 7(,.1"<%& %/ I"=+0 [1%l5 7%1.=+ K0"&#O%0= "&' B1"&= ;0%l=? (& =?+ 7%(1 n I"=+0 n 8=,%#O?+0+ n B1"&= :&3(0%&,+&=E I"A+&(&A+&Z I"A+&(&A+& 8A0($.1=.0"1 M&(3+0#(=o p XFN5 QWWdE QRdOE X(#O%&@3+1 +,Z g ?qOZp "&' K+$?&%1%Ao F(>0"0o5 __E 9:6YJ89XK5 ^E Dinâmica da Matéria e da Energia em
Ecossistemas. VE+'E B(0"$($">"Z :78Fr5 X+O=%E '+ [@#($" +
C+=+%0%1%A("5 QWWRE QRTOE
7NMs85 HEFECE '+E Modelo para Análise de Risco
1$'B:)1$, C#7)1"2$, "$, ;7"'9>":9'%$, 29, ;&$>9%$(, 29, Irrigação para Cultura do CafeeiroE VTTQE VS\OE K+#+
`X%.=%0"'%aE M&(3+0#('"'+ '+ 74% B".1%E M&('"'+ :#$%1" 7.O+0(%0 '+ 8A0($.1=.0" F.(2 '+ r.+(0%25 t0+" '+ $%&$+&=0")4% 600(A")4% + X0+&"A+,5 B(0"$($">"5 VTTQE X(#O%&@3+1 +,Z g?qOZpplllE=+#+#E.#OE>0pjE 8$+##% +,Z TS /+3E VTTRE
7K9:Y^5 :EbEG ^uCB[5 !E G X8FCNF6!5 9E7EXEG ^F8CK5 :EG !87Y6C:!KN5 BEYEG 7YJ!:6X:95 BE Solos do Rio Grande do
SulE B%0=% 81+A0+Z :C8K:9p97G M[9;75 VTTVE QVROE
K:6v:6985 HEFE5 B:9:6985 FE7E 6789:;Z 8& 600(A"<%& 7$?+'.1(&A C%'+1E -=-<, D/779*'5 !+l X+1?(5 3E_Q5 &EV5 OEVWU_P5 QWWVE
KJN9!KJI86K:5 YE IEG C8KJ:95 HE 9E The Water Budget
"'2,)%(,@(9,)',-&&)E"*$'F,I"#?(&A=%&'E$Z +'E5 QWSSE OE\_RU
I6FCNKK5 YEHE 7%,+ Y%,,+&=# %& =?+ :3"1."<%& %/ C%'+1 B+0/%0,"&$+E D/779*', C:9&)1"', G9%9$&$E$E)1"7,
Society, L%#=%&, 3ER\5 &EQQ5 OEQ\TWUQ\Q\5 QWPVE
mM5 LEG 7NCL8KB8!6K5 7EG 9N7:5 YE IE Y?"0"$=+0(#<$# "&' C%'+1(&A %/ 9.&% Jo'0%A0"O?# /%0 X(+0+&= K(11"A+ K0+"=,+&=#E Soil Science Society of America Journal5 7="&/%0'5 3ER_ &ES5 OEQdR\UQddT5 VTTTE X(#O%&@3+1 +,Z g?qOZpp#%(1E#$(h%.0&"1#E%0ApjE 8$+##% +,Z TS /+3E VTTdE