BOLETIM TÉCNICO INTEGRAÇÃO SOJA-BOVINOS DE CORTE NO SUL DO BRASIL Grupo de Pesquisa em Integração Lavoura-Pecuária da UFRGS %ROHWLP7pFQLFR ,17(*5$d262-$%29,126'(&257( 1268/'2%5$6,/ $8725(6 3DXOR&pVDUGH)DFFLR&DUYDOKR ,EDQRU$QJKLQRQL 7DLVH5RELQVRQ.XQUDWK $PDQGD3RVVHOW0DUWLQV 6pUJLR(O\9*GH$&RVWD )UDQFLQH'DPLDQGD6LOYD -RLFH0DUL$VVPDQQ 0DUtOLD/D]]DURWR7HUUD/RSHV )HUQDQGR0DFKDGR3IHLIHU 2VPDU&RQWH (GLFDUORV'DPDFHQDGH6RX]D &2/$%25$'25(6 $QJHOR$QWRQLR4$JXLQDJD &DUORV5LFDUGR7UHLQ &DUROLQD%DJJLR &KULVWLDQ%UHGHPHLHU &ULVWLDQHGH/LPD:HVS (ULF9LFWRUGH2)HUUHLUD *XLOKHUPH/HLWH9HOOHGD -RmR3DXOR&DVVRO)ORUHV /HPDU0DFLHOGD5RFKD /XLV&HVDU&DVVRO /XLVD)HUQDQGD(VFREDU /XLV)HUQDQGR&KDYH] 5HQDWR/HYLHQ 3RUWR$OHJUH56 81,9(56,'$'()('(5$/'25,2*5$1'('268/ )DFXOGDGHGH$JURQRPLD 'HSDUWDPHQWRGH3ODQWDV)RUUDJHLUDVH$JURPHWHRURORJLD 'HSDUWDPHQWRGH6RORV $Y%HQWR*RQoDOYHV %DLUUR$JURQRPLD &(33RUWR$OHJUH56 )RQHVH &RUUHLRHOHWU{QLFRSDXORFIF#XIUJVEUHLEDQJKL#XIUJVEU 7LUDJHPH[HPSODUHV 'LDJUDPDomRH,PSUHVVmR*Ui¿FD5-5/WGD &,3±&DWDORJDomRQD3XEOLFDomR 8QLYHUVLGDGH)HGHUDOGR5LR*UDQGHGR6XO %LEOLRWHFD6HWRULDOGD)DFXOGDGHGH$JURQRPLD I61 Integração soja-bovinos de corte no Sul do Brasil / Paulo César G892 GRUPO DECarvalho INTEGRAÇÃO LAVOURA-PECUÁRIA UFRGS de Faccio ... [et al.]. Porto Alegre, 2011. Integração soja-bovinos de corte no Sul do Brasil / Grupo de 60 p.; il. Lavoura-Pecuária UFRGS. Porto Alegre, 2011. Integração ISBN: 60 p.978-85-912894-0-0 1.Sistema de integração lavoura-pecuária 2.Soja 3.Bovino de corte 4.Pastagem 5.Solo 6.Brasil, Região Sul2.Soja I. Carvalho, 1.Sistema de integração lavoura-pecuária 3.Bovino de Paulo de Faccio. corteCésar 4.Pastagem 5.Solo 6.Brasil, Região Sul I.Título CDD: 630 7RGRVRVGLUHLWRVUHVHUYDGRV 3HUPLWLGDDUHSURGXomRWRWDORXSDUFLDOGHVGHTXHFLWDGDDIRQWH 35()É&,2 (VWD SXEOLFDomR WUDGX] GH] DQRV GH GHGLFDomR DR HQWHQGLPHQWR GDV FRPSOH[DV H LQWULJDQWHV UHODo}HV H[LVWHQWHVHQWUHRVGLYHUVRVFRPSRQHQWHVGHXPVLVWHPDGHLQWHJUDomRODYRXUDSHFXiULD7UDWDVHGHXPH[SHULPHQWR TXHSURGX]LXPXLWRVUHVXOWDGRVRULXQGRVGHWUDEDOKRVTXHIRUDPDUGXDPHQWHH[HFXWDGRVWRGRVFRPPXLWRVXFHVVR 9DOHUHVVDOWDUDGLItFLOH[HFXomRGRVPHVPRVQXPORFDOGLVWDQWHNPGD8QLYHUVLGDGHHLPSOHPHQWDGRVHPXPD SURSULHGDGHUXUDOSULYDGDFXMDURWLQDQmRHVWiIRFDGDQDFRQGXomRGHH[SHULPHQWRVGHFDUiWHUFLHQWt¿FR (P VXD OHLWXUD YHUL¿FDVH TXH DV SULQFLSDLV SUHRFXSDo}HV GRV DJULFXOWRUHV H WpFQLFRV UHODFLRQDGRV j GHVFRQ¿DQoDTXDQWRDRXVRGDSHFXiULDDVVRFLDGDjODYRXUDIRUDPH[DXVWLYDPHQWHHVWXGDGRV,VWRIRLSRVVtYHO SHODFRQFHSomRLQLFLDOGRH[SHULPHQWRWHQGRFRPRREMHWLYRDGH¿QLomRGHPHWDVGHPDQHMRGRVDQLPDLVHPSDVWHMR QRLQYHUQRSDUDDVXVWHQWDELOLGDGHGRVLVWHPD (VWDSXEOLFDomRFRQVHJXLXUHXQLULQIRUPDo}HVGHXP~QLFRSURWRFRORGHSHVTXLVDTXHUHVSRQGHDXP SDUDGLJPDWUD]LGRUHFHQWHPHQWHSHODFLrQFLDUHODFLRQDGRjPXOWLIXQFLRQDOLGDGHGDVSDVWDJHQV7DOWLSRGHHVWXGR UHTXHUDERUGDJHPPXOWLGLVFLSOLQDUHHPP~OWLSODVHVFDODVQRWHPSRHQRHVSDoR(VVHVQRYRVGHVD¿RVGDSHVTXLVD IRUDPVXSHUDGRVDRORQJRGRWUDEDOKRSHODVDYDOLDo}HVGHWRGRVRVFRPSRQHQWHVGRVLVWHPDVRORSODQWDDQLPDO SURSRUFLRQDQGRUHVXOWDGRVFRQVLVWHQWHVSDUDRHQWHQGLPHQWRGHVXDVLQWHUDo}HVHJHUDQGRRULHQWDo}HVWpFQLFDV jTXHOHVTXHRXVDUHPQDFRQGXomRGHVVHWLSRGHWHFQRORJLDQRVXEWUySLFREUDVLOHLUR $VTXHVW}HVUHODFLRQDGDVjDVVRFLDomRHQWUHODYRXUDVHSDVWDJHQVQRFRQWH[WRGHVLVWHPDVPLVWRVGH SURGXomRDQLPDOHYHJHWDOUHSUHVHQWDPLQWHUHVVHQDPDLRUSDUWHGDVUHJL}HVGRPXQGR$VGLIHUHQWHVSRVVLELOLGDGHV GHRFXSDomRGRVRORGHWLSRVGHSDVWDJHQVHGHFXOWXUDVHPQtYHOHVSDFLDOHWHPSRUDOSHUPLWHPDOFDQoDUQtYHLV HOHYDGRV GH SURGXWLYLGDGH H PLQLPL]DU RV LPSDFWRV DPELHQWDLV QHJDWLYRV OLJDGRV j LQWHQVL¿FDomR DJUtFROD ,VWR RFRUUHHPUD]mRGDVSDVWDJHQVSHUPLWLUHPPHOKRUFLFODJHPGHQXWULHQWHVRTXHUHGX]RVÀX[RVGHSHUGDSDUDD DWPRVIHUDHSDUDDKLGURVIHUDDOpPGHLQFUHPHQWDUDELRGLYHUVLGDGHYHJHWDODQLPDOHPLFURELDQDTXHSDUWLFLSDP GD GLQkPLFD GD PDWpULD RUJkQLFD H PDQWpP D TXDOLGDGH GR VROR$OpP GH VHXV HIHLWRV SRVLWLYRV GLUHWRV VREUH R DPELHQWHHDELRGLYHUVLGDGHDVSDVWDJHQVWrPVHXVHIHLWRVLQGLUHWRVHPGLPLQXLURVLPSDFWRVDPELHQWDLVQHJDWLYRV OLJDGRV j LQWHQVL¿FDomR GDV FXOWXUDV FRP DV TXDLV HVWmR DVVRFLDGDV 'HQWUH HVVHV HIHLWRV HVWmR D UHGXomR GH IHUWLOL]DQWHV PLQHUDLV H GH ULVFR GH SROXLomR DVVRFLDGR DR FRQWUROH GDV SODQWDV GDQLQKDV H j UHGXomR GR XVR GH KHUELFLGDVDRFRQWUROHGHSUDJDVHGRHQoDVHjUHGXomRGRXVRGHLQVHWLFLGDVHIXQJLFLGDVeSRVVtYHOD¿UPDUTXH SDUDXPPHVPRQtYHOGHLQWHQVL¿FDomRRVLPSDFWRVDPELHQWDLVGRVVLVWHPDVLQWHJUDGRVGHODYRXUDSHFXiULDSHODV LQWHUDo}HVHVSDFLDLVHWHPSRUDLVHQWUHDVSDVWDJHQVHDVFXOWXUDVVHMDPPHQRUHV 7XGRLVVRpWHPDGDVSHVTXLVDVTXHGHUDPRULJHPjHODERUDomRGHVWDSXEOLFDomRTXHEXVFDPTXDQWL¿FDU RVEHQHItFLRVDJURQ{PLFRVHFRQ{PLFRVHDPELHQWDLVGDLQWHJUDomRODYRXUDSHFXiULDHDMXVWDURVLVWHPDSHUPLWLQGR DRWLPL]DomRGRVHIHLWRVLQGX]LGRVSRUVXDVFRPELQDo}HVDGDSWDQGRDVQDSUiWLFDDRGLDGLDQDSURSULHGDGH(VWH REMHWLYRpIXQGDPHQWDOQXPDUHJLmRGRPXQGRRQGHDDJULFXOWXUDVHWUDQVIRUPDPXLWRUDSLGDPHQWHFRPWHQGrQFLD jHVSHFLDOL]DomRGHVLVWHPDVGHSURGXomRHGHXQLIRUPL]DomRQDIRUPDGHRFXSDomRGRVRORHPHVFDODGHWHUULWyULR 6HHVVHULWPRIRUPDQWLGRUHVXOWDUiHPXPDLQFRPSDWLELOLGDGHHQWUHRQtYHOGHSURGXomRHRVLPSDFWRVDPELHQWDLV (VSHUDVH HQWmR TXH RV UHVXOWDGRV GHVWD SXEOLFDomR SRVVDP RULHQWDU VROXo}HV RSHUDFLRQDLV GHPRQVWUDQGR D H¿FLrQFLDHFRQ{PLFDHDPELHQWDOGRVLVWHPDGHLQWHJUDomRODYRXUDSHFXiULD 2OHJDGRGHL[DGRSRUHVVHJUXSRYDLDOpPGRPpULWRGHWHUDOFDQoDGRJUDQGHVDYDQoRVFLHQWt¿FRV2V FRQKHFLPHQWRVJHUDGRVQRSURFHVVRGHIRUPDomRGDVQRYDVJHUDo}HVGHWpFQLFRVVmRUHSDVVDGRVDRVDJULFXOWRUHV QDIRUPDGHWHFQRORJLDVDSOLFiYHLVSHODUHDOL]DomRGHYiULRV'LDVGH&DPSRDRORQJRGRVGH]DQRVGHH[LVWrQFLD GHVWHWUDEDOKR)RUDPPDLVGHGRLVPLOSURGXWRUHVHWpFQLFRVTXHWLYHUDPFRQWDWRFRPHVVDVLQIRUPDo}HVQDIRUPD PDLVGLUHWDSRVVtYHO(VWDSXEOLFDomRpGHFRUUrQFLDGDIRUWHPRWLYDomRGHVVHJUXSRGHSHVTXLVDGRUHVHPGLIXQGLU XPWUDEDOKRGHVXFHVVRHTXHSRGHHGHYHVHUFRQKHFLGRSRUXPS~EOLFRPDLVDPSOR$VLQIRUPDo}HVQHOHFRQWLGDV VHUmR ~WHLV QD DWXDOL]DomR GH JHUDo}HV GH WpFQLFRV GH HVWXGDQWHV GDV FLrQFLDV DJUiULDV H GH SURGXWRUHV TXH DSUHVHQWHPXPSHU¿OGHEXVFDFRQVWDQWHSHODLQRYDomRWHFQROyJLFD $QLEDOGH0RUDHV 3URIHVVRU$VVRFLDGRGR&HQWURGH&LrQFLDV$JUiULDV8)35±&XULWLED35 *LOOHV/HPDLUH 3HVTXLVDGRU$SRVHQWDGRGR,QVWLWXWR1DFLRQDOGH3HVTXLVD$JURQ{PLFD±,15$/XVLJQDQ)UDQoD 680É5,2 $78$/,'$'(6 ( 3(563(&7,9$6 3$5$$ ,17(*5$d2 /$9285$3(&8È5,$ ( 2 6,67(0$ 62-$%29,126'(&257(1268/'2%5$6,/ 2VLVWHPDGHLQWHJUDomRODYRXUDSHFXiULDHPSHUVSHFWLYD $LQWHJUDomRVRMDSHFXiULDQRVXOGR%UDVLO 35272&2/2(;3(5,0(17$/ +LVWyULFRHFDUDFWHUL]DomRGDiUHDH[SHULPHQWDO 7UDWDPHQWRVHGHOLQHDPHQWRH[SHULPHQWDO &RQGXomRGRH[SHULPHQWR $GXEDomRHFDODJHP $YDOLDo}HVQDiUHDH[SHULPHQWDO 'LYXOJDomRGRWUDEDOKR 0$1(-2'23$672'26$1,0$,6('$62-$(6(86()(,726126,67(0$ 3URGXomRGRSDVWR 3URGXomRHFRPSRUWDPHQWRDQLPDO 3URGXomRGHVRMD ,PSDFWRVQRVROR 1DFRPSDFWDomRHQDHVWUXWXUD 1DFRUUHomRGDDFLGH]HGHVFLGDGHFiWLRQVEiVLFRV 1DHYROXomRGRVLQGLFDGRUHVGHDFLGH]HGHGLVSRQLELOLGDGHGHQXWULHQWHV 1RVDWULEXWRVELROyJLFRV 1RVHVWRTXHVHIUDo}HVGDPDWpULDRUJkQLFDQLWURJrQLRHIyVIRUR 1DFLFODJHPHQREDODQoRGHQXWULHQWHV 1DTXDOLGDGHGRVROR 'HVHPSHQKRItVLFRHHFRQ{PLFR 12926'(6$),26 '(32,0(172'2352'8725 352'8d27e&1,&2&,(17Ë),&$()250$d2'(5(&85626+80$126 &216,'(5$d®(6),1$,6 $*5$'(&,0(1726 $1(;26 3URGXomRWpFQLFRFLHQWt¿FD )RUPDomRGHUHFXUVRVKXPDQRV 'LDVGHFDPSR $78$/,'$'(6(3(563(&7,9$63$5$$,17(*5$d®2/$9285$ 3(&8É5,$(26,67(0$62-$%29,126'(&257(1268/'2 %5$6,/ 2VLVWHPDGHLQWHJUDomRODYRXUDSHFXiULDHPSHUVSHFWLYD $ ,QWHJUDomR /DYRXUD3HFXiULD ,/3 UHIHUHVH D XPD DVVRFLDomR HQWUH FXOWLYRV DJUtFRODV H SURGXomRDQLPDOTXHVHID]HPGLIHUHQWHVSDUWHVGRPXQGRFRPRVPDLVGLIHUHQWHVSURSyVLWRV$,/3QmR pXPDWHFQRORJLDQRYDVHXVFRQFHLWRVKiPXLWRHVWmRHPXVR3RUpPUHFHQWHPHQWHUHWRPDIRUoDQRSDtV HQRPXQGRSHODLQH¿FLrQFLDGRVDWXDLVPRGHORVSHFXiULRVHDJUtFRODV$SHFXiULDSRUH[HPSORQmRWHP VLGRKiELOHPWUDQVIRUPDUHPUHQGDRVDPSORVHVSDoRVTXHRFXSDHDLQGDWHPVLGRUHVSRQVDELOL]DGDSRU LPSDFWRVTXHFRQWULEXHPSDUDRDTXHFLPHQWRJOREDO-iDDJULFXOWXUDWHPVLGRQRWDELOL]DGDSHORDOWRULVFR RSHUDFLRQDOGRVVLVWHPDVEDVHDGRVQDPRQRFXOWXUDHSHORVWHPRUHVDPELHQWDLVHHFRQ{PLFRVWUD]LGRV SRUXPDDWLYLGDGHTXHpGHIRUPDJHUDOLQWHQVLYDGHVFRPSURPLVVDGDFRPRVLPSDFWRVDPELHQWDLVHGH EDL[DGLYHUVL¿FDomR 1HVVH FRQWH[WR D LQWHJUDomR ODYRXUDSHFXiULD WHP VLGR UHFRQKHFLGD FRPR RSomR VLQJXODU GH VLVWHPDGHSURGXomRRQGHVHSRGHDOPHMDUGHIRUPDFRQFRPLWDQWHLQWHQVL¿FDomRHVXVWHQWDELOLGDGH2 SLODUFRQVHUYDFLRQLVWDGRVLVWHPDpRSODQWLRGLUHWRDVERDVSUiWLFDVGHPDQHMRHDXWLOL]DomRGDSDVWDJHP HPLQWHQVLGDGHVGHSDVWHMRPRGHUDGDV$GLYHUVL¿FDomRpDSRUWDGDSHODVURWDo}HVDJUtFRODVDVVRFLDGD DXPDIDVHSDVWDJHPFXMRDUUDQMRVLQpUJLFRUHFLFODPHOKRURVQXWULHQWHVHGLPLQXLDLQFLGrQFLDGHSUDJDV HGRHQoDV$H¿FLrQFLDHPQtYHOGHSURSULHGDGHpWUD]LGDSHORPHOKRUDSURYHLWDPHQWRGRVQXWULHQWHV SHODPDLRUH¿FLrQFLDQRXVRGHPDTXLQiULRHSHVVRDOSHODPDLRUOLTXLGH]¿QDQFHLUDSHORLQFUHPHQWRGH UHQGDQDPHVPDXQLGDGHGHiUHDHSHODGLPLQXLomRGRULVFRGDRSHUDomRDJUtFROD2UHVXOWDGR¿QDOHP QtYHOGHVLVWHPDpPDLRUTXHDVRPDGDVFRQWULEXLo}HVGDVWHFQRORJLDVLQGLYLGXDLVXPVLQHUJLVPRTXH UHVXOWDHPEHQHItFLRVHFRQ{PLFRVHDPELHQWDLVSURGXomRGHDOLPHQWRVVHJXURVHVXVWHQWDELOLGDGHQD SURGXomR1HVVHVHQWLGRDSHUFHSomRYLJHQWHpDGHVHWUDWDUGHXPUDURVLVWHPDGHSURGXomRRQGHR GLOHPDSURGXomRYHUVXVFRQVHUYDomRWHPVROXomRFRPSDWtYHOFRPDVDWXDLVGHPDQGDVGDVRFLHGDGH 7DO WHFQRORJLD JHUD HQRUPH LQWHUHVVH LQFOXVLYH HP QtYHO SROtWLFR 3RU H[HPSOR R JRYHUQR EUDVLOHLUR VH FRPSURPHWHX HP UHGX]LU HQWUH H DV HPLVV}HV QDFLRQDLV GH &2HTXLYDOHQWH DWp'HQWUHDVYiULDVLQLFLDWLYDVQHVVHVHQWLGRHVWiRIRPHQWRjDGRomRGHVLVWHPDV,/3QR%UDVLO FRPRFRPSURPHWLPHQWRJRYHUQDPHQWDOGHLQFUHPHQWDUHPSHORPHQRVTXDWURPLOK}HVGHKHFWDUHVDV iUHDVRSHUDQGRQHVVHWLSRGHVLVWHPD,QLFLDWLYDVGHIRPHQWRFRPFUpGLWRSDUDDDGRomRGHVLVWHPDVGH ,/3GHQWURGH3URJUDPDVFRPRR$%&$JULFXOWXUDGH%DL[R&DUERQRMiVHHQFRQWUDPGLVSRQtYHLVQR VLVWHPD¿QDQFHLURHWXGRLQGLFDTXHVHMDPDo}HVGHORQJRSUD]R $VSHUVSHFWLYDVHPQtYHOJOREDOSDUDD,/3WDPEpPVmRSURPLVVRUDV$)$2UHFRQKHFHRSRWHQFLDO GRVVLVWHPDV,/3FRPRYLDVXVWHQWiYHOSDUDVHDWLQJLURREMHWLYRGHDOLPHQWDUQRYHELOK}HVGHSHVVRDVHP 6HJXQGRHVVDDJrQFLDRVVLVWHPDV,/3VmRFDSD]HVGHLQFUHPHQWDUDUHVLOLrQFLDDPELHQWDOSHOR DXPHQWRGDGLYHUVLGDGHELROyJLFDHSHODHIHWLYDHH¿FLHQWHFLFODJHPGHQXWULHQWHVTXHDFDUUHWDPHOKRULD GDTXDOLGDGHGRVRORDOpPGHSURYHUVHUYLoRVHFRVVLVWrPLFRVHFRQWULEXLUSDUDDGDSWDomRHPLWLJDomRGDV PXGDQoDVFOLPiWLFDV$)$2WDPEpPHQXPHUDFRPREHQHItFLRVDPHOKRULDGRVSURFHVVRVGHSURGXomR LQFOXLQGRRDSURYHLWDPHQWRGHPmRGHREUDDUHVLOLrQFLDDIDWRUHVHFRQ{PLFRVHDGLPLQXLomRGRULVFR (VRESHUVSHFWLYDVRFLRFXOWXUDOD)$2UHVVDOWDTXHRVVLVWHPDV,/3SHUPLWHPDRVSURGXWRUHVDWLQJLUHP VXDVDVSLUDo}HVVRFLDLVHDOPHMDUHPGLQkPLFDVRFLDOHTXkQLPHSDUWLFXODUPHQWHSDUDPXOKHUHVHMRYHQV DVVHJXUDQGR VHJXUDQoD DOLPHQWDU HQTXDQWR VHMDP VLVWHPDV TXH VH DMXVWDP jV DVSLUDo}HV DWXDLV GRV FRQVXPLGRUHVTXDQWRjTXDOLGDGHGRVSURGXWRVHGRVSURFHVVRVGHSURGXomR 1RFHQWURGRSDtVD,/3WHPVLGRDSUHVHQWDGDFRPRDOWHUQDWLYDGHUHFXSHUDomRGHSDVWDJHQV GHJUDGDGDVHWDPEpPFRPRUHFXSHUDGRUDGRVHVWRTXHVGHFDUERQRGDViUHDVDJUtFRODV$,/3WHPVLGR MXVWL¿FDGDDWpFRPRIRUPDGHGLPLQXLUDSUHVVmRSRUGHVPDWDPHQWRQD$PD]{QLDSRLVDSHFXiULDVHQGR FRQGX]LGDHPDVVRFLDomRFRPODYRXUDVHPVRORVPDLVIpUWHLVHUHFXSHUDGRVQmRWHULDSRUTXHPLJUDU SDUDQRYDViUHDV $LQWHJUDomRVRMDSHFXiULDQRVXOGR%UDVLO 1RVXOGRSDtVD,/3pGLYXOJDGDFRPRDOWHUQDWLYDjVURWDo}HVTXHXVDPFHUHDLVGHLQYHUQRHSDUD RXVRH¿FLHQWHGDWHUUDQRSHUtRGRHQWUHVXFHVV}HVGHODYRXUDVGHYHUmRGLYHUVL¿FDQGRDSURSULHGDGH GLPLQXLQGR R ULVFR GD ODYRXUD H PHOKRUDQGR R VROR 1D VDIUD DV iUHDV FRP VRMD PLOKR H DUUR]RFXSDUDPPLOK}HVGHKHFWDUHVQR56(ODVVXFHGHUDPPLOK}HVGHKHFWDUHVGHODYRXUDV GHLQYHUQRDVTXDLVVHFRQVWLWXtUDPGHODYRXUDVGHWULJRPLOKmRGHKDQDVXDTXDVHWRWDOLGDGH (VWLPDWLYDVGDViUHDVGHODYRXUDGHYHUmRTXHVmRRFXSDGDVFRPSHFXiULDQRLQYHUQRVmRG~ELDVH QRUPDOPHQWHJLUDPHPWRUQRGHXPPLOKmRGHKD,VWRVLJQL¿FDQRPtQLPRDH[LVWrQFLDGHPLOK}HV GHKDTXH¿FDPHPSRXVLRQRLQYHUQRRXPDLVIUHTHQWHPHQWHFRPFREHUWXUDYHJHWDOYLVDQGRjSURGXomR GHSDOKDGDSDUDDVODYRXUDVGHYHUmR3DOKDTXHSRGHULDVHUFRQYHUWLGDHPUHQGDSRUH[HPSORFDUQHH OHLWHVHPSUHMXt]RjODYRXUDFRPRGHPRQVWUDPYiULRVUHVXOWDGRVGHSHVTXLVD1LVWRUHVLGHDSULQFLSDO RSRUWXQLGDGHGDWHFQRORJLD,/3VHUDSOLFDGDQR56&RUURERUDSDUDWDQWRRIDWRGHTXHHVVDFREHUWXUD YHJHWDOSURGXWRUDGHSDOKDGDVHMDQDPDLRULDGDVYH]HVFRQVWLWXtGDSRUSODQWDVIRUUDJHLUDVGHH[FHOHQWH YDORUQXWULWLYRFRPRDDYHLDHRD]HYpP ,QIRUPDo}HVGD&21$%SDUDDVDIUDHVWLPDPDiUHDGHVRMDHPPLOK}HVGHKHFWDUHV FRPSURGXWLYLGDGHGHJUmRVGDRUGHPGHWKD$LQGDTXHVHQGRDPDLRUSURGXWLYLGDGHTXHR56 MiWHQKDDOFDQoDGRHODDLQGDpLQIHULRUDPpGLDQDFLRQDOHVWLPDGDHPWKD(DVVLPYHPVHQGR VHPSUH1RV~OWLPRVDQRVDVRMDQR56DXPHQWRXDiUHDVHPHDGDHPHQTXDQWRDSURGXWLYLGDGH DXPHQWRX HP 1R PHVPR SHUtRGR D PHQRU SURGXWLYLGDGH UHJLVWUDGD QD VDIUD IRL GH NJKDRTXHFDUDFWHUL]DH[WUHPRVGHPDVLDGDPHQWH SURQXQFLDGRV 6HFRQVLGHUDUPRVRVUHJLVWURV GD &21$% D SDUWLU GD VDIUD R 56 DFXPXORX IUXVWUDo}HV QDV VDIUDV HQTXDQWR R 35 H[SHULPHQWRXQRYHHR07DSHQDVFLQFRIUXVWUDo}HVQRPHVPRSHUtRGR'HVWHH[HPSORVHGHSUHHQGH TXH VHMDP PXLWR PDLRUHV DV YDULDo}HV FOLPiWLFDV D TXH VmR VXEPHWLGDV DV ODYRXUDV QR 56 3ODQWDU VRMDQHVVH(VWDGRVLJQL¿FDSRUWDQWRDVVXPLUPDLVULVFRVTXHDTXHOHVSURGXWRUHVTXHSODQWDPVRMDQRV GHPDLVHVWDGRV(FRPRDSURGXWLYLGDGHQR56pYLDGHUHJUDLQIHULRURFRQWH[WRpGHHOHYDGRULVFR ([HPSOR GLVVR R LQFUHPHQWR DQXDO GH SURGXWLYLGDGH QR 07 p DSUR[LPDGDPHQWH WUrV YH]HV R GR 56 LQGLFDQGRTXHDVRMDDTXLHVWHMDSHUGHQGRFRPSHWLWLYLGDGHDFDGDDQR1mRREVWDQWHDORJtVWLFDHRV SUHoRVWrPDVVHJXUDGRDUHQWDELOLGDGHGRVHWRUHPDQWpPRIRUWHLQWHUHVVHGRVDJULFXOWRUHVJD~FKRVQD FXOWXUDGDVRMD0DVDLQGDTXHQmRKDMDFULVHDSDUHQWHQRKRUL]RQWHGHFXUWRSUD]RSDUDHVVDDWLYLGDGH KiPXLWRHVSDoRSDUDLQFUHPHQWRGHH¿FLrQFLDHUHQGDHPQtYHOGDVSURSULHGDGHVUXUDLV 1mRSHQVDQGRDSHQDVQDVRMDPDVQRPRGHORDJUtFRODDDOWHUQDWLYDGHFRPSRVLomRGHVLVWHPD PDLVIUHTHQWHWHPVLGRRWULJRJHUDQGRRFRQKHFLGRELQ{PLRWULJRVRMDGR3ODQDOWR0pGLRGR562WULJR UHJLVWURXIUXVWUDo}HVQDVVDIUDVGRPHVPRSHUtRGRDQDOLVDGRSDUDDVRMDRTXHDOLDGRjVLQVWiYHLV SROtWLFDVGHSUHoRVHGHFRPHUFLDOL]DomRWRUQDPHVVDXPDDWLYLGDGHTXHWHPDWUDtGRSRXFRVDJULFXOWRUHV FRPH[WHQV}HVTXDVHVHPSUHDEDL[RGHXPPLOKmRGHKD2UHVXOWDGRpTXHDPDLRULDGDVSURSULHGDGHV YROWDGDVDRSODQWLRGDVRMDQmRWrPRSo}HVGHURWDomRQRLQYHUQRHXVDPFREHUWXUDVQHVVHSHUtRGRSDUD SURGX]LUHPSDOKDSDUDDODYRXUDHPVXFHVVmR&RPLVVRWrPSRXFDGLYHUVL¿FDomRHRÀX[RGHFDL[Dp UHÀH[RLQWHJUDOGDFROKHLWDGDVRMDPDLVXPHOHPHQWRGHLQH¿FLrQFLDHULVFR 2XWUDFDUDFWHUtVWLFDTXHLOXVWUDRSRWHQFLDOGHDSOLFDomRGHVLVWHPDVGH,/3QR56pDPDWUL]GD SHFXiULDGHFULDTXHVHSUDWLFDEDVHDGDQDXWLOL]DomRH[WHQVLYDQRVHQWLGRGHSRXFRLQVXPRWpFQLFR GRV FDPSRV QDWXUDLV 1R DWXDO PRGHOR SURGXWLYR DV SRVVLELOLGDGHV GH LQYHVWLPHQWR H LQWHQVL¿FDomR VmR EDVWDQWH UHVWULWDV 2 VLVWHPD VRIUH FRP EDL[RV tQGLFHV SURGXWLYRV RULXQGRV HVVHQFLDOPHQWH GD LQFRQVWkQFLDHLQVX¿FLrQFLDGHRIHUWDGHIRUUDJHPDRORQJRGRDQR2VSHUtRGRVGHRXWRQRHLQYHUQR VmRRVPDLVFUtWLFRVMXVWDPHQWHTXDQGRQDViUHDVDJUtFRODVVRESODQWLRGLUHWRDEXQGDIRUUDJHPGHDOWD TXDOLGDGH)RUUDJHPHPSRWHQFLDOPDVTXHGHIDWRQmRVHWRUQDUHDOLGDGHSRLVRVLVWHPDSULYLOHJLDR DF~PXORGHPDWHULDOYHJHWDOSDUDVHUSRVWHULRUPHQWHGHVVHFDGRIRUPDQGRSDOKDXPYHUGDGHLURFRQWUD FHQVR3RUWDQWRDSRVVLELOLGDGHGHUHVROYHURSULQFLSDOSUREOHPDDOLPHQWDUGDSHFXiULDJD~FKDFRPDV H[WHQVDViUHDVGRVVLVWHPDVDJUtFRODVRQGHVREUDPDWHULDOIRUUDJHLURGHVSHUGLoDGRUHÀHWHRIRUPLGiYHO SRWHQFLDO GR 56 SDUD D DGRomR GH VLVWHPDV ,/3 (VWLPDVH TXH VH HP FDGD KHFWDUH GH FREHUWXUD GH LQYHUQRQmRFRQWDQGRDViUHDVGHWULJRHRXWUDVODYRXUDVGHVVDHVWDomRVHFRORFDVVHDSHQDVXP DQLPDO MRYHP SDUD SDVVDU R VHX SULPHLUR LQYHUQR FRP SDVWR DEXQGDQWH R UHQGLPHQWR HTXLYDOHQWH HP JDQKR GH SHVR SRGHULD DWLQJLU FLIUDV LPSUHVVLRQDQWHV DR UHGRU GH PLOK}HV GH WRQHODGDV GH SHVR YLYRDSHQDVQRFLFORKLEHUQDO'HVQHFHVViULRSRUWDQWRGLVFXWLURLPSDFWRGHVVHSRWHQFLDOQRVtQGLFHV SURGXWLYRVGDSHFXiULDHQDH¿FLrQFLDGHXVRGDViUHDVGHODYRXUD $GHVSHLWRGHWRGDHVVDRSRUWXQLGDGHODWHQWHPXLWRVSURGXWRUHVHWpFQLFRVUHOXWDPHPDFHLWDU HVVD WHFQRORJLD VRE R DUJXPHQWR PDLV FRPXP GH TXH RV DQLPDLV SXGHVVHP FRPSDFWDU R VROR H SUHMXGLFDUDODYRXUDHPVXFHVVmR7UDWDVHGHXPSDUDGLJPDIRUWHPHQWHVHGLPHQWDGRQRPHLRWpFQLFR HSURGXWLYRRULXQGRHPSDUWHGHSUiWLFDVLQDGHTXDGDVGHPDQHMRGRJDGRHPSDUWHGDpSRFDHPTXH RSODQWLRFRQYHQFLRQDOSUHGRPLQDYDFRPRWpFQLFDGHFXOWLYRHPXLWRGRGHVFRQKHFLPHQWRGDVUHODo}HV VRORSODQWDDQLPDOTXHLQWHUDJHPQXPVLVWHPDFRPSOH[RFRPRRGD,/33RUVHWUDWDUGHXPVLVWHPD TXHDVVRFLDDo}HVGHFRQVHUYDomRGRVRORVRESODQWLRGLUHWRPDQHMRGHODYRXUDVHURWDomRGHFXOWXUDV DOpPGHSDVWHMRSHORDQLPDORVVLVWHPDV,/3UHTXHUHPYLVmRPXOWLGLVFLSOLQDUHVLVWrPLFD$OJRUDURQD IRUPDomRGRVWpFQLFRVHUDURQDDSOLFDomRDFDPSR4XDQGRVHGHVFRQKHFHRVLVWHPDpVHQVRFRPXP UHMHLWDURQRYR$VVLPIRLFRPYiULDVWHFQRORJLDVHPVHXVHVWiJLRVLQLFLDLVFRPRHVSHOKRRSUySULRSODQWLR GLUHWR$VVLPYHPVHQGRFRPD,/3HFRPRWRGD³QRYD´WHFQRORJLDRWHPSRPDLVDFRQVLVWrQFLDGRV UHVXOWDGRVHPQtYHOGHSHVTXLVDHHPQtYHOGHFDPSRVHUmRRVYHUGDGHLURVSURSDJDGRUHVGHVVDWpFQLFD &RQFOXLQGRHVWLPDVHTXHHVWH%ROHWLP7pFQLFRFRQVWLWXDSHoDLPSRUWDQWHQRHVFODUHFLPHQWRH GLYXOJDomRGRVVLVWHPDVGH,/3(OHDSUHVHQWDUHVXOWDGRVGHXPH[SHULPHQWRGHORQJRSUD]RTXHDERUGD DVSHFWRVGDLQWHJUDomRVRMDERYLQRVGHFRUWH$HTXLSHGHSHVTXLVDUHVSRQViYHOSHORSURMHWRpDPSODH PXOWLGLVFLSOLQDUFRQWDQGRQmRVRPHQWHFRPHVVHSURWRFRORH[SHULPHQWDOPDVFRPRXWUDVLQLFLDWLYDVHP VLVWHPDVGLYHUVRVLQFOXLQGRRXWURVHVWDGRV,VVRSDUDD¿UPDUTXHRVUHVXOWDGRVDTXLGLVFXWLGRVWrPVH UHSHWLGRFRQVLVWHQWHPHQWHQDVPDLVGLIHUHQWHVORFDOLGDGHVWLSRVGHVRORVHVLVWHPDVGHSURGXomRRTXH WUDGX]D¿UPH]DGRVFRQFHLWRVDSUHVHQWDGRVDRORQJRGHVVDSXEOLFDomR 35272&2/2(;3(5,0(17$/ +LVWyULFRHFDUDFWHUL]DomRGDiUHDH[SHULPHQWDO 2H[SHULPHQWRHVWiVHQGRFRQGX]LGRGHVGHPDLRGHHPiUHDSHUWHQFHQWHj)D]HQGDGR (VSLQLOKRSURSULHGDGHGH$UPDQGR&KDYHV*DUFLDGH*DUFLD)DPtOLDORFDOL]DGDQRPXQLFtSLRGH6mR 0LJXHOGDV0LVV}HV$SURSULHGDGHDEUDQJHWDPEpPRVPXQLFtSLRVGH7XSDQFLUHWmH-yLD±56UHJLmR ¿VLRJUi¿FDGR3ODQDOWR0pGLRODWLWXGH¶´6ORQJLWXGH¶´:HDOWLWXGHGHP 2VRORpFODVVL¿FDGRFRPR/DWRVVROR9HUPHOKRGLVWURIpUULFRWtSLFRGDXQLGDGHGHPDSHDPHQWR 6DQWRÆQJHORSURIXQGREHPGUHQDGRHWH[WXUDPXLWRDUJLORVDNJNJGHDUJLODNJNJGHVLOWHH NJNJGHDUHLD3RVVXLFRPRVXEVWUDWRURFKDVHUXSWLYDVEiVLFDVSULQFLSDOPHQWHEDVDOWR2FOLPDp VXEWURSLFDO~PLGRVHPHVWLDJHPWHPSHUDWXUDPpGLDGH&HSUHFLSLWDomRPpGLDDQXDOGHPP2 UHOHYRpRQGXODGRDVXDYHPHQWHRQGXODGRHDORFDOL]DomRQDSDLVDJHPpWRSRGHFROLQDFRPGHFOLYLGDGH HQWUHDPP 2ULJLQDOPHQWHDiUHDHUDXPFDPSRQDWLYRWtSLFRGR3ODQDOWR0pGLRFRPSRVWRSRU3DVSDOXP VSSH$[RQRSXVVSSHPVXDPDLRULDHPPHLRDWRXFHLUDVGH$ULVWLGDVSSWtSLFRGHVRORVSREUHVH iFLGRV$iUHDGHFDPSRIRLFRQYHUWLGDHPODYRXUDHFXOWLYDGDHPVLVWHPDGHSODQWLRGLUHWRHP2 VLVWHPDLPSODQWDGRHUDDFXOWXUDGDVRMD*O\FLQHPD[SDUDSURGXomRGHJUmRVQRYHUmRHDYHLDSUHWD $YHQDVWULJRVDSDUDSURGXomRGHVHPHQWHVQRLQYHUQR$iUHDIRLSULPHLUDPHQWHSDVWHMDGDHVRPHQWH SRUDOJXPDVVHPDQDVQRRXWRQRGHWHQGRVLGRVHPHDGDXPDPLVWXUDGHDYHLDD]HYpP/ROLXP PXOWLÀRUXP/DP(PQRYHPEURGHRVRORIRLDPRVWUDGR7DEHODHDVRMDLPSODQWDGD 7DEHOD$WULEXWRVTXtPLFRVGR/DWRVVROR9HUPHOKRGLVWURIpUULFRHPGLIHUHQWHVFDPDGDVDQWHVGD LPSODQWDomRGRH[SHULPHQWR1RYHPEURGH Camada pH-H2O orgânica cm Cátions trocáveis (1) Matéria Ca Mg Al H+Al 3 % ------------ cmolc/dm ------------ P(2) K(2) ----- mg/dm3 ----- 0,0-5,0 4,9 4,2 6,2 1,3 0,3 8,7 13 240 5,0-10,0 4,6 3,5 4,8 1,78 0,6 9,7 10 119 10,0-15,0 4,6 2,6 4,1 2,2 0,7 9,7 5 88 15,0-20,0 4,6 2,6 4,0 1,1 1,0 10,1 4 55 ([WUDomRFRP.&OPRO/0pWRGR0HKOLFK $SyVDFROKHLWDGDVRMDRH[SHULPHQWRIRLLQLFLDGRHPPDLRGHFRPDLPSODQWDomRGDV HVSpFLHVIRUUDJHLUDVGHLQYHUQRDYHLDSUHWDNJVHPHQWHVKDHPDGLomRDRD]HYpPUHVVHPHDGXUD QDWXUDO 7UDWDPHQWRVHGHOLQHDPHQWRH[SHULPHQWDO $iUHDH[SHULPHQWDOWRWDOpGHDSUR[LPDGDPHQWHKHFWDUHVFRPGLYLVmRHPSDUFHODVHP iUHDVTXHYDULDPGHDKHFWDUHVDSUR[LPDGDPHQWHHPIXQomRGRVWUDWDPHQWRVDSOLFDGRV)LJXUD 2VPRWLYDGRUHVRULJLQDLVGRH[SHULPHQWRSRGHPVHUH[HPSOL¿FDGRVSRUGXDVTXHVW}HVSULQFLSDLV $SULPHLUDTXDODLQWHQVLGDGHGHSDVWHMRVHSRGHXWLOL]DUQRSDVWRGHPRGRDQmRFRPSDFWDURVRORH QmRSUHMXGLFDUDLPSODQWDomRGDVRMDHPVHPHDGXUDGLUHWDQDVHTXrQFLDHDVHJXQGDTXDQWRGHSDVWR KiTXHVHGHL[DUSDUDTXHRUHQGLPHQWRGDVRMDQmRVHMDDIHWDGR"(PRXWUDVSDODYUDVTXDORPDQHMR TXHVHGHYHGDUDRVLVWHPDGHLQWHJUDomRSDUDDVXVWHQWDELOLGDGHGRVLVWHPDSODQWLRGLUHWR$OpPGHVVDV SHUJXQWDV UHODFLRQDGDV DR XVR GDV iUHDV QR LQYHUQR TXHVW}HV UHODWLYDV j DSOLFDomR H D GLQkPLFD GR FDOFiULRHPVLWXDo}HVRQGHRVRORQmRpUHYROYLGRHDYHJHWDomRpVXEPHWLGDjSDVWHMRFRPHIHLWRGLUHWR GDGHVIROKDomRHGHH[FUHPHQWRVWDPEpPIRUDPSRVWXODGDV 3DUDUHVSRQGHUDHVVHVTXHVWLRQDPHQWRVRVWUDWDPHQWRVIRUDPFRQVWLWXtGRVGHSDVWRVPDQHMDGRV VRE GLIHUHQWHV LQWHQVLGDGHV GH SDVWHMR UHSUHVHQWDGDV SRU DOWXUDV GH PDQHMR D VDEHU FP 3 FRQVLGHUDGRSDVWHMRLQWHQVRFPHFP3H3FRQVLGHUDGRVFRPRSDVWHMRVPRGHUDGRVH FP3WLGRFRPRSDVWHMROHYHGLVWULEXtGRVQXPGHOLQHDPHQWRH[SHULPHQWDOGHEORFRVDRDFDVRFRP WUrVUHSHWLo}HV)LJXUD(QWUHRVEORFRVDORFRXVHiUHDVTXH¿FDPLVRODGDVGRSDVWHMR63WLGDVFRPR WHVWHPXQKDV TXH UHSUHVHQWDP R VLVWHPD SODQWLR GLUHWR FRP SODQWDV XVDGDV DSHQDV FRPR FREHUWXUD QR LQYHUQR$HQWUDGDGRVDQLPDLVQDiUHDH[SHULPHQWDORFRUUHTXDQGRDSDVWDJHPDSUHVHQWDDF~PXORPpGLR GHNJKDGH06DSUR[LPDGDPHQWHFPTXHGHIRUPDJHUDORFRUUHQDSULPHLUDTXLQ]HQDGHMXOKR )LJXUD 9LVWD JHUDO GD iUHD H[SHULPHQWDO FRP GLVWULEXLomR GRV WUDWDPHQWRV GH LQWHQVLGDGH GH SDVWHMR)D]HQGDGR(VSLQLOKR6mR0LJXHOGDV0LVV}HV56 &RQGXomRGRH[SHULPHQWR 2VLVWHPDFRQVWDGDSURGXomRLQWHJUDGDGHERYLQRVGHFRUWHHPSDVWHMRQRLQYHUQRHVRMD QR YHUmR HP SODQWLR GLUHWR 7rPVH XWLOL]DGR ERYLQRV MRYHQV )LJXUD FRP LGDGH DR UHGRU GH GH] PHVHVQDHQWUDGDGDSDVWDJHPPDFKRVHFDVWUDGRVRULXQGRVGHFUX]DPHQWRVHQWUHDVUDoDV$QJXV +HUHIRUGH1HORUHVHPJUDXGHVDQJXHGH¿QLGRHFRPSHVRYLYRPpGLRLQLFLDOHQWUHHNJ2 H[SHULPHQWRWDQWRSRGHVLPXODUXPVLVWHPDGHLQWHJUDomRFRPRREMHWLYRGHUHFULDUQRYLOKRVDVRX GHWHUPLQDUDQLPDLVMRYHQV$DOWXUDGRSDVWRpGHWHUPLQDGDSRUPHLRGHXPEDVWmRJUDGXDGR6ZDUG VWLFNFXMRPDUFDGRUFRUUHSRUXPD³UpJXD´DWpWRFDUDSULPHLUDOkPLQDIROLDUSURFHGHQGRVHHQWmRj OHLWXUDGDDOWXUD2FRQWUROHGDDOWXUDGRSDVWRpIHLWRHPLQWHUYDORVGHGLDVDSUR[LPDGDPHQWH$ OHLWXUDpUHDOL]DGDHPSRQWRVGHQWURGHFDGDSDUFHODHPFDPLQKDPHQWRDOHDWyULRD¿PGHGH¿QLUD DOWXUDPpGLDGRSDVWRDOWXUDHQWUHDVXSHUItFLHGDVIROKDVHRVROR2PpWRGRGHSDVWRUHLRDGRWDGRpR FRQWtQXRFRPORWDomRYDULiYHOFRPWUrVDQLPDLVWHVWHSRUSDUFHODSHUPDQHQWHVHDQLPDLVUHJXODGRUHV FRQIRUPHQHFHVVLGDGHEXVFDQGRDVDOWXUDVGHVHMDGDVSHODUHWLUDGDGHSDUWHGRVDQLPDLVGDVSDUFHODV TXDQGRDDOWXUDUHDOHVWiPHQRUTXHDSUHWHQGLGDHYLFHYHUVD'HIRUPDJHUDORVDQLPDLVLQLFLDPR FLFORGHSDVWHMRQDSULPHLUDTXLQ]HQDGHMXOKRRTXDOVHHVWHQGHDWpDSULPHLUDTXLQ]HQDGHQRYHPEUR WRWDOL]DQGRGLDVGHSDVWHMRHPPpGLD (PGH]HPEURSURFHGHVHDVHPHDGXUDGDVRMDFRPVHPHQWHVLQRFXODGDVQDGRVHUHFRPHQGDGD SDUDRSURGXWR$VRMDpFROKLGDHPPDLRGRDQRVHJXLQWH$SDUWLUGRRXWRQRGHHDWpRSUHVHQWH PRPHQWRUHSHWLXVHRPHVPRSURFHGLPHQWRQDLPSODQWDomRGDSDVWDJHPHPDQHMRGRVDQLPDLVVHJXLGRV GDLPSODQWDomRHFRQGXomRGDFXOWXUDGDVRMD )LJXUD7UDWDPHQWRVGHDOWXUDGHPDQHMRGRSDVWRDYHLDSUHWDD]HYpPHPVLVWHPDGHLQWHJUDomR VRMDERYLQRVGHFRUWH $GXEDomRHFDODJHP $R ¿QDO GR SULPHLUR FLFOR GH SDVWHMR H DQWHFHGHQGR D LPSODQWDomR GR SULPHLUR FLFOR GD VRMD QRYHPEURGHWKDGHFDOFiULR3517IRUDPDSOLFDGDVQDVXSHUItFLHGRVRORGHWRGDD iUHDSDVWHMDGD(VVDGRVHFRUUHVSRQGHjUHFRPHQGDGDSHOD&RPLVVmRGH4XtPLFDH)HUWLOLGDGHGR6ROR &4)6566&SDUDHOHYDURS+GRVRORDWpQDFDPDGDGH±FPQDFRQGLomRGHSODQWLR GLUHWRFRQVROLGDGR1DiUHDVHPSDVWHMRDOJXPDVSDUFHODVUHFHEHUDPFDOFiULRQDGRVHHTXLYDOHQWHDR UHVWDQWHGRH[SHULPHQWR63HQTXDQWR RXWUDV SHUPDQHFHUDP VHP FDOFiULR 631R RXWRQR GH DQWHFHGHQGRDRSDVWHMRRFDOFiULRIRLUHDSOLFDGRQDVXSHUItFLHGRVRORHPVXESDUFHODV[ PORFDOL]DGDVGHQWURGDVSDUFHODVQDGRVHGHWKDQRYDPHQWHFRPRREMHWLYRGHHOHYDURS+GRVROR DQDFDPDGDGH±FPFRQIRUPH&4)6566& $ DGXEDomR FRQVWD EDVLFDPHQWH GD DSOLFDomR GH QLWURJrQLR QD SDVWDJHP H GH IyVIRUR H SRWiVVLRQDVRMDHPGRVHVSDUDSURGXWLYLGDGHVHQWUHHWKDGHPDWpULDVHFDGHSDVWRHGHWKD GHJUmRVGHVRMD&4)6566&FRQVLGHUDQGRVHRVYDORUHVGHDQiOLVHGRVROR1DLPSODQWDomR GDSDVWDJHPPDLRDSHQDVDSURYHLWRXVHRUHVLGXDOGDDGXEDomRHDFRQWULEXLomRGDFLFODJHP GDVRMDGDVDIUDDQWHULRU$DGXEDomRGHFREHUWXUDIRLUHDOL]DGDGLDVDSyVDLPSODQWDomRGD SDVWDJHPXWLOL]DQGRVHNJGH1KDWHQGRFRPRIRQWHDXUpLDHGHNJ32KDFRPRVXSHUIRVIDWR VLPSOHV1DLQWURGXomRGRVHJXQGRFXOWLYRGDSDVWDJHPHPPDLRGHIRUDPDSOLFDGRVNJ32 KD DGXEDomR GH EDVH QD IRUPD GH VXSHUIRVIDWR VLPSOHV H GLDV DSyV D VHPHDGXUD HIHWXRXVH DGXEDomRQLWURJHQDGDGHFREHUWXUDGHNJGH1KDQDIRUPDGHXUpLD(PGH]HPEURGHQR VHJXQGRFXOWLYRGDVRMDXWLOL]RXVHDPHVPDDGXEDomRGHEDVHFRQVWLWXtGDGHNJGH32KDHNJ .2KDNJKDGDIyUPXOD132.2DOpPGDDGLomRGHLQRFXODQWHjVVHPHQWHV$SDUWLU GHFRQWLQXRXVHDDSOLFDomRDQXDOGHNJKDGH1HPFREHUWXUDQDSDVWDJHPDQWHVGDHQWUDGD GRVDQLPDLVH[FHomRIHLWDDRDQRGHTXDQGRVHDSOLFRXNJKDGH1-iQDVHPHDGXUDGDVRMD XWLOL]RXVH NJKD GDV IyUPXODV H UHVSHFWLYDPHQWH QDV VDIUDV HPDLVDDGLomRGHLQRFXODQWHjVVHPHQWHV$SDUWLUGDVDIUDDDGXEDomRGD VRMDSDVVRXDVHUGHNJKDGDIyUPXODHPFREHUWXUDDSyVDVHPHDGXUD $YDOLDo}HVQDiUHDH[SHULPHQWDO 1R FLFOR GD SDVWDJHP WrP VLGR HIHWXDGDV DYDOLDo}HV SHULyGLFDV GR FUHVFLPHQWR GR SDVWR H VXDTXDOLGDGHEHPFRPRGRJDQKRGHSHVRGRVDQLPDLVHDTXDQWL¿FDomRGRUHVtGXRDSyVSDVWHMR1D VRMDDOpPGDPDVVDYHJHWDOHGRUHQGLPHQWRGHJUmRVWHPVLGRGHWHUPLQDGDDTXDQWLGDGHGRVUHVtGXRV UHPDQHVFHQWHV1RVRORDPRVWUDVWrPVLGRUHWLUDGDVSHULRGLFDPHQWHSDUDDDYDOLDomRGHDWULEXWRVItVLFRV GHQVLGDGHSRURVLGDGHXPLGDGHHHVWDGRGHDJUHJDomRHPWUrVFDPDGDVHFP PHFkQLFRV UHVLVWrQFLD j SHQHWUDomR H FRPSUHVVLELOLGDGH WDPEpP HP WUrV FDPDGDV H TXtPLFRV S+ HPiJXDQHFHVVLGDGHGHFDOFiULRPDWpULDRUJkQLFDIyVIRURHSRWiVVLRGLVSRQtYHLVHFiOFLRPDJQpVLR HDOXPtQLRWURFiYHLVHFDSDFLGDGHGHWURFDGHFiWLRQVHPQRYHFDPDGDVDWpDSURIXQGLGDGHGHFP HDSDUWLUGHHPFDPDGDVDWpDSURIXQGLGDGHGHFP1RVDQRVGHHIRL WDPEpPDYDOLDGDDTXDOLGDGHGHFDUFDoDHPIULJRUt¿FR1RTXDUWRDQRLQLFLRXVHRWUDEDOKRQDiUHDGH 0HFDQL]DomR$JUtFROD5HODomR6ROR0iTXLQDSDUDDYDOLDUDH¿FLrQFLDGHVXOFDGRUHVGHVHPHDGRUDV GHSODQWLRGLUHWRQDVGLIHUHQWHVFRQGLo}HVGHFRPSDFWDomRGRVRORHDSDUWLUGRVpWLPRDQRRHVWXGR GDYDULDELOLGDGHHVSDFLDOGHDWULEXWRVTXtPLFRVLQGLFDGRUHVGHIHUWLOLGDGHGRVRORItVLFRUHVLVWrQFLDj SHQHWUDomRHPHFkQLFRHVIRUoRGHWUDomRHPKDVWHVVXOFDGRUDVHVHXHIHLWRQRUHQGLPHQWRGDVRMD$ SDUWLUGRVH[WRDQRSDVVRXVHDHVWXGDUDVIRUPDVRHVWRTXHEHPFRPRDGLVSRQLELOLGDGHHDFLFODJHP GHQXWULHQWHVFDUERQRQLWURJrQLRIyVIRURSRWiVVLRFiOFLRHPDJQpVLRHDLQGDRHVWDGRGHDJUHJDomR GRVRORHPIXQomRGRVGLIHUHQWHVDSRUWHVGHUHVtGXRGDSDVWDJHPGDVRMDGRVDQLPDLVHGDDGXEDomR XWLOL]DGD2UHQGLPHQWRItVLFRHHFRQ{PLFRGRVLVWHPDGHLQWHJUDomRGHWHUPLQDGRSDUDFDGDFLFORDQXDO GHSURGXomRHSDUDRFRQMXQWRGRVDQRVGHH[HFXomRGRWUDEDOKRYHPVHQGRDSUHVHQWDGRHGLVFXWLGR FRPRVSURSULHWiULRVTXHXWLOL]DPDVUHFRPHQGDo}HVJHUDGDVHPWRGDSURSULHGDGH 'LYXOJDomRGRWUDEDOKR 2V UHVXOWDGRV SUiWLFRV GR WUDEDOKR YrP VHQGR DSUHVHQWDGRV DQXDOPHQWH HP 'LDV GH &DPSR FRPDSUHVHQoDGHWpFQLFRVHSURGXWRUHVGR5LR*UDQGHGR6XOHGHRXWURV(VWDGRV6&H35DOpPGH HVWXGDQWHVGHJUDGXDomRHGHSyVJUDGXDomRGHVHLVXQLYHUVLGDGHVJD~FKDV2PRGHORGHSURGXomRIRL GHVGHLQVHULGRQR3URJUDPD,QWHJUDGRGH6LVWHPDV$JURSHFXiULRVHP0LFUREDFLDV+LGURJUi¿FDV 3,6$GR0$3$FRPPDLVGHSDUWLFLSDQWHVQRV~OWLPRVDQRV$QH[R2H[SHULPHQWRWHPVLGR XWLOL]DGRFRPREDVHH[SHULPHQWDOGHWUDEDOKRVGHLQLFLDomRFLHQWt¿FDGHPHVWUDGRHGHGRXWRUDGRSDUD DHODERUDomRGHVHXVWUDEDOKRVGHFRQFOXVmRHSXEOLFDPHQWHGLVSRQLELOL]DGRVQDIRUPDGHGLVVHUWDo}HV WHVHVFDStWXORVGHOLYURVDUWLJRVFLHQWt¿FRVHUHVXPRVGHWUDEDOKRVDSUHVHQWDGRVHPHYHQWRVFLHQWt¿FRV $QH[RVH 0$1(-2'23$672'26$1,0$,6('$62-$(6(86()(,726 126,67(0$ 3URGXomRGRSDVWR 2FRQKHFLPHQWRGRVSULQFLSDLVIDWRUHVTXHFRQGLFLRQDPRGHVHQYROYLPHQWRHRFUHVFLPHQWRGDV FXOWXUDVpIXQGDPHQWDOSDUDQRUWHDUSUiWLFDV GH PDQHMR (PVLVWHPDV GH LQWHJUDomR ODYRXUDSHFXiULD HVVDWDUHIDWRUQDVHDLQGDPDLVGHVD¿DGRUDSRLVKiQHFHVVLGDGHGHFRQFLOLDUDSURGXomRGRSDVWRHDGR DQLPDOHPSDVWHMRDOpPGDODYRXUDHPVXFHVVmR 2PDQHMRFRUUHWRGRSDVWRHPVLVWHPDVLQWHJUDGRVpGHFLVLYRQmRVRPHQWHSDUDDREWHQomR GHHOHYDGRVUHQGLPHQWRVQDIDVHGDSURGXomRDQLPDOPDVWDPEpPSDUDJDUDQWLUDDOWDSURGXWLYLGDGH GDFXOWXUDGHYHUmR2VDQLPDLVGHYHPVHUFRORFDGRVHPiUHDVRQGHKDMDSDVWRHPRIHUWDDGHTXDGD SDUD TXH SRVVDP VH DOLPHQWDU GH IRUPD D QmR FDXVDUHP SUHMXt]RV DR VROR H DR VLVWHPD 6H R LQWXLWR IRUFROKHUEHQHItFLRVGDSUHVHQoDGRDQLPDOpIXQGDPHQWDOWHUFRPRPHWDDGHTXDUDWD[DGHORWDomR DGLVSRQLELOLGDGHGHIRUUDJHP([FHVVRGHDQLPDLVSUHMXGLFDRFUHVFLPHQWRGRSDVWRHSHQDOL]DRVHX GHVHPSHQKRHQTXDQWRORWDo}HVPXLWREDL[DVVmRLQH¿FLHQWHVHPWUDQVIRUPDUSDVWRHPUHQGD2³ERP SDVWHMR´GHYHUHPRYHUXPDTXDQWLGDGHGHiUHDIROLDUWDOTXHQmRSUHMXGLTXHDLQWHUFHSWDomRGHOX]DOpP GHRWLPL]DURFUHVFLPHQWRGRSDVWRHDSURGXomRDQLPDO1RFDVRGHXPVLVWHPDGHLQWHJUDomRODYRXUD SHFXiULD HVVD PHWD YDL DOpP SRLV D iUHD PHVPR GHSRLV GH SDVWHMDGD DLQGD WHP TXH WHU FREHUWXUD YHJHWDOVDWLVIDWyULDSDUDDODYRXUDHPVXFHVVmR 3DUD VH DYDQoDU QR FRQFHLWR GR TXH VHULD R ³ERP SDVWHMR´ LOXVWUDVH R HIHLWR GH GLIHUHQWHV LQWHQVLGDGHVGHSDVWHMRQDPLVWXUDGHDYHLDHD]HYpPGRH[SHULPHQWR)LJXUD )LJXUD (VWUXWXUD GH SDVWRV GH LQYHUQR VRE SDVWHMR LQWHQVR DOWXUD GH PDQHMR GH FP H PRGHUDGRDOWXUDGHPDQHMRFPHPVLVWHPDGHLQWHJUDomRVRMDERYLQRVGHFRUWH 2 SDVWHMR LQWHQVR p UHVXOWDGR GD FRQGXomR GR SDVWR FRP DOWXUDV EDL[DV FP HQTXDQWR R SDVWHMR PRGHUDGR p FRQVHTrQFLD GR XVR GH WD[DV GH ORWDomR FRQWURODGDV SDUD PDQWHU RV SDVWRV HP DOWXUDVPDLRUHVRXLJXDLVDFP2VUHVXOWDGRVGHPRQVWUDPKDYHUUHODomRHQWUHDDOWXUDGHPDQHMRHD SURGXomRGHIRUUDJHP)LJXUDeSRVVtYHOYHUL¿FDUTXHRDXPHQWRQDDOWXUDGHPDQHMRGRSDVWRRFDVLRQD DXPHQWRGDPDVVDGHIRUUDJHP&RPRFRQVHTrQFLDH[LVWHPDLRUiUHDIROLDUSDUDLQWHUFHSWDUDUDGLDomR VRODURTXHLQFUHPHQWDDFDSDFLGDGHGDVSODQWDVHPWUDQVIRUPDUUDGLDomRHPFUHVFLPHQWRYHJHWDO&RP LVVRDVWD[DVGHDF~PXORGLiULRGHIRUUDJHPVmRPDLRUHVTXDQGRRSDVWHMRpPRGHUDGRUHVXOWDQGRHP PDLRUSURGXomRWRWDOGHIRUUDJHPVRPDWyULRGDVWD[DVGHDF~PXORFRPDPDVVDGHIRUUDJHPGRLQtFLR GRSDVWHMR$VVLPDPDQXWHQomRGHPDVVDVGHIRUUDJHPDGHTXDGDVpLQGLVSHQViYHOSDUDDVVHJXUDU UiSLGDUHEURWDGRSDVWRGHPRGRDVXVWHQWDUWD[DVGHDF~PXORFRQGL]HQWHVFRPDGHPDQGDGHIRUUDJHP SHORVDQLPDLV 3706 7RQHODGDVKD 5HVtGXR FP 63 FP FP FP $OWXUDGHPDQHMRGRSDVWR )LJXUD 3URGXomR WRWDO GH PDWpULD VHFD 3706 H UHVtGXR GH IRUUDJHP PDVVD GH IRUUDJHP QD VDtGDGRVDQLPDLVVREUHRVRORHPGLIHUHQWHVLQWHQVLGDGHVGHSDVWHMR0pGLDGHDQRV 1RFDVRGHVLVWHPDVHPSODQWLRGLUHWRDSDOKDGDWHPIXQomRFDSLWDOQDSURWHomRGRVRORHQR FRQWUROHGHSODQWDVLQYDVRUDV4XDQGRQmRH[LVWHRDQLPDOHPSDVWHMRFRPRpRFDVRGRVLVWHPD63D PDVVDGHIRUUDJHPDFXPXODGDDFLPDGRVRORQRPRPHQWRGRSODQWLRGDODYRXUDUHÀHWHRDF~PXORGH ELRPDVVD DpUHD TXH RFRUUHX QR FLFOR DQWHULRU 1R HQWDQWR HVVD OyJLFD DSOLFDGD QDV iUHDV SDVWHMDGDV FRQGX]DRHUURGHVHDFKDUTXHTXDQWRPDLRUDTXDQWLGDGHGHDQLPDLVHPSDVWHMRPHQRUDTXDQWLGDGH GHELRPDVVDDFXPXODGDQRVLVWHPD(VVHHTXtYRFRHVWiUHSUHVHQWDGRQD)LJXUDRQGHVHTXDQWL¿FDH VHVHSDUDH[DWDPHQWHRTXHpDF~PXORGRTXHpSURGXomR &RPR VH SRGH YHUL¿FDU RFRUUH TXH VRE XPD GHWHUPLQDGD PDVVD GH IRUUDJHP TXH H[LVWH DR ORQJRGRFLFORGDSDVWDJHPRVDQLPDLVHVWmRSHUPDQHQWHPHQWHFRQVXPLQGRSDVWRHRVSDVWRVHVWmR SHUPDQHQWHPHQWH UHEURWDQGR HP UHVSRVWD j GHVIROKDomR (P iUHDV SDVWHMDGDV Ki SRUWDQWR XP WLSR GH GLQkPLFD EDVWDQWH GLVWLQWD GDTXHODV FRP FREHUWXUD VHP SDVWHMR &RP LVVR HP iUHDV SDVWHMDGDV D IRUUDJHPDFXPXODGDQR¿QDOGRFLFORGRSDVWHMRQmRUHÀHWHRWRWDOGHPDWpULDVHFDTXHFLUFXORXQRVLVWHPD 5HVXOWDTXHHPORFDLVRQGHRSDVWRpFRQVXPLGRGHIRUPDPRGHUDGDHPYHUGHQD)LJXUD DSURGXomRWRWDOGHIRUUDJHPGDSDUWHDpUHDpLJXDORXVXSHULRUDViUHDVVHPSDVWHMRHPDPDUHOR1D PpGLDGRVDQRVDViUHDVVHPSDVWHMRSURGX]LUDPWRQHODGDVGH06KDHQTXDQWRRQGHDDOWXUDGH PDQHMRpGHFPRXDFLPDHVVHVYDORUHVYmRGHDWRQHODGDVGH06KD-iTXDQGRGRXVRGH ORWDo}HVH[FHVVLYDPHQWHDOWDVSDVWHMRLQWHQVRHPYHUPHOKRQD)LJXUDHVVDSURGXomRIRLPHQRU W06KDQDPHGLGDHPTXHSDVWRVEDL[RVFKHJDPDDSUHVHQWDUVRORGHVFREHUWRHEDL[DiUHDIROLDUD SRQWRGHFRPSURPHWHUVHXSRWHQFLDOGHFUHVFLPHQWR $ DOWXUD p XPD GDV SULQFLSDLV FDUDFWHUtVWLFDV HVWUXWXUDLV GR SDVWR XPD YH] TXH SRVVXL HOHYDGD UHODomRFRPDSURGXomRWDQWRGDVSODQWDVPDWpULDVHFDFRPRGRVDQLPDLVJDQKRGHSHVR2LPSDFWR GDDOWXUDGHPDQHMRQDiUHDIROLDULQÀXHQFLDGLUHWDPHQWHDFDSDFLGDGHGHLQWHUFHSWDomROXPLQRVDGRSDVWR DIHWDQGR VHX FUHVFLPHQWR H WDPEpP RXWUDV FDUDFWHUtVWLFDV HVWUXWXUDLV FRPR D UHODomR IROKDFROPR H D FRPSRVLomRERWkQLFDGHQWUHRXWUDV$V)LJXUDVHLOXVWUDPRTXDQWRSDVWRVGHLQYHUQRFRPDPHVPD LPSODQWDomRHDGXEDomRSRGHPVHWRUQDUHVWUXWXUDOPHQWHGLIHUHQWHVVRER~QLFRHIHLWRGDDOWXUDGHPDQHMR )LJXUD'LIHUHQoDVQDHVWUXWXUDGRVSDVWRVSDVWHMRPRGHUDGRHVTXHUGDHSDVWHMRLQWHQVRGLUHLWD $ % & )LJXUD $QLPDLV SDVWHMDQGR PLVWXUDV GH DYHLD D]HYpP SDVWHMR LQWHQVR $ ± FP SDVWHMR PRGHUDGR%±DFPHSDVWHMROHYH&±FP $UHODomRHQWUHDOWXUDGRSDVWRHDPDVVDGHIRUUDJHPFRQVWLWXLLPSRUWDQWHIHUUDPHQWDGHPDQHMR SRLVDRJHUHQFLDUPRVDDOWXUDPDQHMDPRVLQGLUHWDPHQWHLQ~PHURVFRPSRQHQWHVGRVLVWHPD1RFDVRGH SDVWRVPLVWRVGHDYHLDHD]HYpPQDPpGLDGRSHUtRGRGHXWLOL]DomRGDSDVWDJHPFDGDFHQWtPHWURGH DOWXUDQRSDVWRFRUUHVSRQGHDDSUR[LPDGDPHQWHNJGHPDWpULDVHFDQDELRPDVVDDpUHD)LJXUD $ WtWXOR GH LOXVWUDomR FDGD QRYLOKR XWLOL]DGRQRH[SHULPHQWRWHPFRQVXPRPpGLR GLiULR HVWLPDGR HP NJ GH PDWpULD VHFD ([HPSOL¿FDQGRFRPXPFiOFXORVLPSOLVWDFDGD FHQWtPHWURDPDLVQDDOWXUDGRVSDVWRVSRGH DOLPHQWDUXPQRYLOKRSRUDSUR[LPDGDPHQWH GLDV$LQGDTXHKDMDXPDUHODomRLQYHUVDHQWUH DDOWXUDGRVSDVWRVHVXDTXDOLGDGHD)LJXUD LOXVWUD D TXDQWLGDGH GH IRUUDJHP HVWRFDGD QD PHGLGD HP TXH VH WUDEDOKD FRP DOWXUDV $OWXUDGHPDQHMRGRSDVWRFP PDLRUHVGHPDQHMR,VVRLQGLFDDQHFHVVLGDGH )LJXUD5HODomRHQWUHDOWXUDHPDVVDGHIRUUDJHP GH VH EXVFDU XP HTXLOtEULR HQWUH DOWXUD GH GHSDVWRVGHD]HYpPHDYHLDPpGLDGHGH] PDQHMR H TXDOLGDGH GD IRUUDJHP RIHUHFLGD EHP FRPR D LPSRUWkQFLD GH DIHULU R PDQHMR DQRV GRSDVWRQDHVFDODGHSRXFRVFHQWtPHWURV $LQGDFRPUHODomRDRLPSDFWRGDDOWXUDGHPDQHMRVREUHDHVWUXWXUDGRVSDVWRVSDVWHMRVLQWHQVRV RXPRGHUDGRVSURPRYHPPXGDQoDVQDGHQVLGDGHSRSXODFLRQDOGRVSHU¿OKRVGHDYHLDHGHD]HYpP FRPRSRGHVHUREVHUYDGRQD)LJXUD4XDQGRVXEPHWLGRVDSDVWHMRLQWHQVRDUHGXomRQDSRSXODomR GRVSHU¿OKRVpVLJQL¿FDWLYDHHVWiSDUWLFXODUPHQWHUHODFLRQDGDFRPDPRUWDOLGDGHGHSHU¿OKRVGHDYHLD BBBBBBBBBBBBBBBBBBBBBBBBBBBBB 3HU¿OKRVVmRXQLGDGHVYHJHWDWLYDVIROKDFROPRPHULVWHPDVTXHFRQVWLWXHPXPDSODQWDGHJUDPtQHD ,VWRRFRUUHSRUTXHWRGRVRVDQLPDLVHQWUDPQRH[SHULPHQWRHPPHDGRVGHMXOKRFRPDSDVWDJHPEHP LPSODQWDGDHMiDWLQJLQGRDOWXUDVHPWRUQRGHFPSDUDWRGRVRVWUDWDPHQWRV&RPRRVSHU¿OKRVGH DYHLDVmRPDLVDOWRVQHVVHPRPHQWRRSDVWHMRVHGiVREUHWXGRVREUHHOHVHHPLQWHQVLGDGHHOHYDGD SRLV D WD[D GH ORWDomR QD HQWUDGD GRV DQLPDLV QHVWH WUDWDPHQWR p GLPHQVLRQDGD SDUD OHYDU R SDVWR D¿FDUHPFP2UHVXOWDGRpDHOHYDGDPRUWDOLGDGHGRVSHU¿OKRVGHDYHLDFRPRSRGHVHUQRWDGR QD )LJXUD $ D SDUWLU GR ¿QDO GH MXOKR 6HJXHVH XP LQWHUVWtFLR DWp VHWHPEUR TXDQGR RV SHU¿OKRV GH D]HYpPUHVVXUJHPDSRQWRGHPDQWHUHPXPDSRSXODomRGHSHU¿OKRVTXDVHH[FOXVLYDGHD]HYpPQD PpGLDLQVX¿FLHQWHHQWUHVHWHPEURHR¿QDOGHRXWXEUR2UHVXOWDGR¿QDOpRLQtFLRGHXPSURFHVVRGH GHJUDGDomRFRPDXPHQWRGDSUHVHQoDGHSODQWDVLQYDVRUDV,WHPHLQFUHPHQWRGDVXSHUItFLHFRP VRORGHVFREHUWRHVXMHLWRDSURFHVVRVHURVLYRVHGHFRPSDFWDomRVXSHU¿FLDOGRVROR (PFRQWUDVWHjViUHDVLQWHQVLYDPHQWHSDVWHMDGDVDViUHDVVHPSDVWHMRDSUHVHQWDPGLQkPLFD EHPGLVWLQWD)LJXUD&$LQH[LVWrQFLDGHSDVWHMRID]FRPTXHDSRSXODomRGHSHU¿OKRVVLJDHYROXLQGR SRVLWLYDPHQWH DWp PHDGRV GH DJRVWR 1R HQWDQWR HVVD SRSXODomR GHFUHVFH YHUWLJLQRVDPHQWH D SDUWLU GHHQWmR,VWRRFRUUHSRUTXHDDXVrQFLDGHSDVWHMRSURPRYHUHGXomRGRSHU¿OKDPHQWRGRD]HYpPSHOR VRPEUHDPHQWR GD DYHLD$OpP GLVVR R DXWRVRPEUHDPHQWR GD DYHLD WDPEpP DIHWD QHJDWLYDPHQWH D SUySULDDYHLD(PGHFRUUrQFLDRVSHU¿OKRVGHDYHLDSRUQmRUHFHEHUHPSDVWHMRHYROXHPUDSLGDPHQWH SDUDRHVWiGLRUHSURGXWLYRÀRUHVFHQGRHGHL[DQGRGHSHU¿OKDU5HVXOWDTXHDSRSXODomRWRWDOGHSHU¿OKRV QR¿QDOGHRXWXEURVHUHGX]HPDSUR[LPDGDPHQWHLQGLFDQGRXPDFREHUWXUDYHJHWDO³PRUWD´QR¿QDO GRFLFORTXHQmRHVWiFUHVFHQGR 3DVWHMRLQWHQVR 1 3HUIL 3HUILOKRVPð Pð 1 3HUILOKRVPð 3HUILO Pð 3DVWHMRPRGHUDGR 6HPSDVWHMR 1 3HUILOKRVPð 3HUILO ð )LJXUD 'HQVLGDGH H GLQkPLFD SRSXODFLRQDO GH SHU¿OKRV GH DYHLD H D]HYpP VRE GLIHUHQWHV LQWHQVLGDGHVGHSDVWHMRLQWHQVR$±FPPRGHUDGR%±DFPHVHPSDVWHMR &'DGRVGRLQYHUQRGH -iHPSDVWHMRPRGHUDGRRTXHDFRQWHFHpXPPHLRWHUPRHQWUHRTXHIRLGHVFULWRSDUDDVLWXDomR GHSDVWHMRSHVDGRHDGHVHPSDVWHMR4XDQGRRVDQLPDLVHQWUDPHPPHDGRVGHMXOKRFRPRVSDVWRV HPWRUQRGHFPGHDOWXUDVHJXHVHXPSDVWHMRTXHUHPRYHPRGHUDGDPHQWHRVSHU¿OKRVPDLVDOWRV GDDYHLDVHPFDXVDUHOHYDGDPRUWDOLGDGH$RPHVPRWHPSRRSDVWHMRPRGHUDGRDEUHDFRPXQLGDGH SDUDDLQFLGrQFLDGHUDGLDomRVRODUHPFDPDGDVPDLVSUy[LPDVDRVRORSURPRYHQGRRSHU¿OKDPHQWRGD SUySULDDYHLDEHPFRPRGRD]HYpPTXHVHHVWDEHOHFHQDVFDPDGDVSUy[LPDVDRVROR$)LJXUD%LOXVWUD HVVDVLWXDomRRQGHVHYHUL¿FDXPGHFUpVFLPRPDLVEUDQGRGDSRSXODomRGHSHU¿OKRVVHJXHKDYHQGR PRUWDOLGDGHGHSHU¿OKRVGHDYHLDPDVFRPXPDSRSXODomR¿QDOPDLRUHPDLVHTXLOLEUDGDHQWUHSHU¿OKRV GHDYHLDHGHD]HYpP&RPRFRQVHTXrQFLDRVRORSHUPDQHFHVHPSUHFREHUWRHSURWHJLGRFRPSHU¿OKRV DWLYRVTXHHVWmRHPFUHVFLPHQWRDWpR¿QDOGRSHUtRGRGHXWLOL]DomRGRSDVWR(VVHFUHVFLPHQWRQRV HVWiGLRVDYDQoDGRVGRFLFORpPDLVREVHUYDGRQRPDQHMRFRPFPGHDOWXUDGRTXHQRVGHHFP 1XPD FRQGLomR GH PDQHMR DGHTXDGR R SDVWHMR UHVXOWD HP PDLRU UHQRYDomR GH SHU¿OKRV UHGX]LQGRDLGDGHPpGLDGRVPHVPRVDXPHQWDQGRDVWD[DVGHDSDUHFLPHQWRHDORQJDPHQWRGHIROKDV HFRQVHTXHQWHPHQWHGHDF~PXORGHIRUUDJHP3RULVVRDSURGXomRWRWDOGHPDWpULDVHFD)LJXUD pPDLRUQRVWUDWDPHQWRVFRPDOWXUDVGHPDQHMRGHHFP$OpPGLVVRSHU¿OKRVPDLVMRYHQV SURGX]HP IRUUDJHP GH PHOKRU YDORU QXWULWLYR FRQGLomR IDYRUiYHO SDUD D REWHQomR GH HOHYDGRV QtYHLV GH GHVHPSHQKR DQLPDO DOpP GH UHVSRQGHUHP PHOKRU j DGXEDomR QLWURJHQDGD SRWHQFLDOL]DQGR RV EHQHItFLRVGRXVRGHLQVXPRV%DVLFDPHQWHRTXHVHSUHFLVDpDVVHJXUDURHTXLOtEULRHQWUHRSDVWHMRD PRUWHHRDSDUHFLPHQWRGHSHU¿OKRVFRPRIRUPDGHPDQWHUDHVWDELOLGDGHGDSRSXODomRGHSODQWDVQD iUHDERDFREHUWXUDYHJHWDOHJDUDQWLUDDOWDSURGXomRDQLPDO&RQGLo}HVDWHQGLGDVSHORXVRGHWD[DVGH ORWDomRPRGHUDGDV 7XGR R TXH VH REVHUYD DFLPD GR VROR WDPEpP DFRQWHFH DEDL[R GHOH QR VHQWLGR GH TXH R FUHVFLPHQWRGDVUDt]HVHVWiGLUHWDPHQWHUHODFLRQDGRFRPRFUHVFLPHQWRGDSDUWHDpUHD7RGDYH]TXHD SODQWDpHVWLPXODGDDSURGX]LUXPDQRYDIROKDHODWDPEpPpHVWLPXODGDDSURGX]LUXPDQRYDTXDQWLGDGH GHUDt]HVSDUDVXSULUDVQHFHVVLGDGHVGHVVHSHU¿OKR(VVDSURGXomRJHUDOPHQWHpHVTXHFLGDSRUTXHQmR HVWi³DYLVWD´3RLVD)LJXUDWUD]DOX]HVWHLPSRUWDQWHFRPSRQHQWHQRPRPHQWRGDVDtGDGRVDQLPDLV TXDQGRVHUHJLVWURXPDVVDVVHFDVGHUDt]HVGDRUGHPGHHWKDUHVSHFWLYDPHQWH SDUDDVDOWXUDVGHPDQHMRGHFPH63&RPRVHSRGHGHSUHHQGHUDPDVVDGHUDt]HV pPDLRUTXDQWRPHQRUDDOWXUDGHPDQHMRSRUTXHHVVHPRPHQWRUHÀHWHRHQYHOKHFLPHQWRGDSHTXHQD SRSXODomRGHSHU¿OKRVGHDYHLDSUHGRPLQDQWHVQRVWUDWDPHQWRV63HQDVPDLRUHVDOWXUDVGHPDQHMREHP FRPRDPDLRUSRSXODomRGHSHU¿OKRVGHD]HYpPDWLYRVQRVWUDWDPHQWRVGHPHQRUDOWXUD(VVDUHVSRVWD UHÀHWHH[DWDPHQWHRTXHIRLGHVFULWRSHODGLQkPLFDGHSHU¿OKDPHQWR(PiUHDVFRPSDVWHMROHYHRXVHP SDVWHMRQmRKiUHQRYDomRGDSDUWHDpUHDHFRPLVVRQmRKiPDLVSURGXomRHFUHVFLPHQWRGHUDt]HV 8PD TXHVWmR TXH WDPEpP GHYH VHU OHYDGD HP FRQVLGHUDomR p D PDQXWHQomR GR EDQFR GH VHPHQWHV QR VROR TXDQGR R D]HYpP GHYH FRPSRU D SDVWDJHP (P LQWHQVLGDGHV GH SDVWHMR OHYHV H PRGHUDGDV DV SODQWDV YmR FRPSOHWDQGR VHX FLFOR H SURGX]LQGR VHPHQWHV TXH VmR GHSRVLWDGDV QR VROR$ViUHDVUHMHLWDGDVSRUH[LVWrQFLDGHGHMHWRVRXIHQRORJLDDYDQoDGDVmRVX¿FLHQWHVSDUDJDUDQWLU D UHVVHPHDGXUD SDUD R DQR VHJXLQWH -i TXDQGR D LQWHQVLGDGH GH SDVWHMR p HOHYDGD DV SODQWDV QmR FRQVHJXHPÀRUHVFHUHGHL[DUVHPHQWHV,VVRSURYRFDDGHJUDGDomRGDSDVWDJHPDXPHQWDQGRRFXVWR GRVLVWHPDFRPDQHFHVVLGDGHGHVHPHDGXUDDQXDO2VUHVXOWDGRVGHGLQkPLFDSRSXODFLRQDOLQGLFDP TXHSDVWRVPDQHMDGRVFRPDOWXUDVVXSHULRUHVDFPPDQWrPRD]HYpPHPUHVVHPHDGXUDQDWXUDOQR VLVWHPDVHPQHFHVVLGDGHGHGLIHULPHQWR-iSDVWRVPDQHMDGRVFRPDOWXUDGHFPHVJRWDPREDQFRGH VHPHQWHVTXHQHPFKHJDDEHPVHFRQVWLWXLUH[LJLQGRQRYDVHPHDGXUDDFDGDDQR )LJXUD'LVWULEXLomRGHUDt]HVGRSDVWRVRELQWHQVLGDGHVGHSDVWHMRHPSODQWLRGLUHWR1RYHPEUR GH &RPRVHSRGHFRQFOXLUHPVLVWHPDVGHLQWHJUDomRODYRXUDSHFXiULDHPSODQWLRGLUHWRRDSRUWH GLIHUHQFLDGR GH UHVtGXRV GR SDVWR WDQWR QD VXSHUItFLH )LJXUD FRPR QR SHU¿O GR VROR SHODV UDt]HV )LJXUD p GH¿QLGR SHOD DOWXUD GH PDQHMR 3RU LVVR R FRQWUROH GDV WD[DV GH ORWDomR H DV PHWDV GH SDVWHMR PRGHUDGR VmR WmR LPSRUWDQWHV DR VLVWHPD$OpP GLVVR H[LVWHP DLQGD RV GHMHWRV GRV DQLPDLV HVWHUFR H XULQD H RV UHVtGXRV GD ODYRXUD GH VRMD 2 DF~PXOR H D PDQXWHQomR GH UHVtGXRV YHJHWDLV QD VXSHUItFLH UHGX]HP VXEVWDQFLDOPHQWH DV SHUGDV GH VROR H GH QXWULHQWHV SHORV SURFHVVRV HURVLYRV H SURPRYH PHOKRULDV HP GLYHUVRV DWULEXWRV WDLV FRPR DWLYLGDGH ELROyJLFD ,WHP DXPHQWR GRV HVWRTXHVGHFDUERQR,WHPFLFODJHPGHQXWULHQWHV,WHPHVWDGRGHDJUHJDomRHTXDOLGDGH GRVROR,WHPGHQWUHRXWURV$FREHUWXUDGRVRORSHORVUHVtGXRVYHJHWDLVWDPEpPVHWUDGX]HPPDLRU DUPD]HQDPHQWRGHiJXDQRVRORSURSRUFLRQDGRSHORDXPHQWRQDWD[DGHLQ¿OWUDomRHSHODGLPLQXLomRGD HYDSRUDomRQDVXSHUItFLHGRVROR $OpPGRVLPSDFWRVSUHYLDPHQWHGLVFXWLGRVDDOWXUDGHPDQHMRTXHFRQVWLWXLR³ERPSDVWHMR´p H[WUHPDPHQWH LPSRUWDQWH SDUD GLPLQXLU R HIHLWR GR FDVFR GRV DQLPDLV VREUH D HVWUXWXUD GR VROR ,WHP HYLWDQGRDFRPSDFWDomR&RPDSUHVHQoDGHXP³FROFKmR´GHUHVtGXRVRLPSDFWRGRVFDVFRV QmRRFRUUHGHIRUPDGLUHWDVREUHRVRORPDVVREUHRUHVtGXRYHJHWDO)LJXUDVH2VUHVXOWDGRV GHPRQVWUDPTXHDSUHVHQoDGRVDQLPDLVGHVGHTXHVRELQWHQVLGDGHVGHSDVWHMRPRGHUDGDVSHUPLWHD PDQXWHQomRGHTXDQWLGDGHVLPSRUWDQWHVGHPDVVDGHIRUUDJHPHGHUHVtGXRSURWHJHQGRRVROR $V TXHVW}HV DTXL GLVFXWLGDV GHPRQVWUDP D LPSRUWkQFLD GH VH FRQVLGHUDU D IDVH SDVWDJHP FRPR XP HFRVVLVWHPD FRPSOH[R H GLQkPLFR FXMR FDUiWHU PXOWLGLVFLSOLQDU UHTXHU DERUGDJHP VLVWrPLFD HLQWHJUDomRGHFRQKHFLPHQWRVGRVGLIHUHQWHVFRPSDUWLPHQWRVVRORSODQWDDQLPDOTXHFRPS}HPHVVH VLVWHPD1XPDSHUVSHFWLYDGHLQWHJUDomRRPDQHMRGDIDVHSDVWDJHPGHYHQmRVRPHQWHDWHQGHUDRV UHTXHULPHQWRVGRSODQWLRGLUHWRHGDODYRXUDGHVRMDPDVWDPEpPUHPXQHUDURVLVWHPDFRPSURGXomR DQLPDOGHDOWDTXDOLGDGH1HVVHVHQWLGRRLPSDFWRGDVDOWXUDVGHPDQHMRGRSDVWRQRGHVHPSHQKRGRV QRYLOKRVGDIDVHSDVWDJHPpDSUHVHQWDGRDVHJXLU 3URGXomRHFRPSRUWDPHQWRDQLPDO $GLYHUVL¿FDomRDVVXPHJUDQGHLPSRUWkQFLDQDODYRXUDGHVRMDSRUVHUXPDDWLYLGDGHRQGHRV ULVFRVGHHVWLDJHPHVWmRSDUWLFXODUPHQWHSUHVHQWHVQR56$OpPGLVVRJUDQL]RVHYHQGDYDLVDVVRFLDGRV DFXVWRVFUHVFHQWHVHÀXWXDomRGHSUHoRVGHYHQGDFRPS}HPFHQiULRGHHOHYDGRULVFR2DQLPDOQHVWH FDVRHQWUDFRPRRSomRGHDXPHQWRGHUHQGDDRSURGXWRUHVSHFLDOPHQWHTXDQGRFRORFDGRHPFREHUWXUDV GH LQYHUQR FRP HVSpFLHV IRUUDJHLUDV Mi H[LVWHQWHV QR VLVWHPD (QWUHWDQWR D DGRomR GR VLVWHPD GH ,/3 DLQGD VRIUH UHVLVWrQFLDV SHOR SDUDGLJPD HVWDEHOHFLGR GH TXH R SDVWHMR GHVVDV iUHDV SUHMXGLFD D SURGXomRGDVRMDSRUSUREOHPDVGHFRPSDFWDomRGRVROR(VWHpRPDLRUUHFHLRGRSURGXWRUGHJUmRVR TXHVHWHPGHQRPLQDGRGH³DOHQGDGRFDVFR´1R3ODQDOWR0pGLRGR56pFRPXPDD¿UPDomRGHTXH iUHDVVRESDVWHMRSURGX]HPFLQFRVDFRVGHVRMDDPHQRVTXDQGRFRPSDUDGDVDiUHDVVHPSDVWHMR 3RUHVVDUD]mRHVVHpXPGRVSULQFLSDLVIRFRVGRSUHVHQWHSURWRFRORH[SHULPHQWDO1DPHGLGDHPTXH GLIHUHQWHVDOWXUDVGHPDQHMRGRSDVWRVmRJHUDGDVSRUWD[DVGHORWDomRYDULiYHLVTXHEXVFDPPDQWHUR SDVWRQDVDOWXUDVSUHWHQGLGDVUHVXOWDTXHDFDUJDDQLPDOPpGLDXWLOL]DGDpPDLRUTXDQWRPHQRUDDOWXUD GHPDQHMRSUHWHQGLGD)LJXUD &RPRVHSRGHREVHUYDUDFDUJDDQLPDOSHVRYLYR±39DSOLFDGDWHPVLGRGDRUGHPGH NJGH39KDSDUDPDQWHUDSDVWDJHPHPWRUQRGHFPHGHHNJGH39KDSDUDPDQWHU RSDVWRHPWRUQRGHHFPGHDOWXUDUHVSHFWLYDPHQWH(VVDVFDUJDVVHWUDGX]HPHPWD[DVGH ORWDomRGHDSUR[LPDGDPHQWHHDQLPDLVKDQRYLOKRVMRYHQVQDFDWHJRULDGHQWHGHOHLWH &DEHUHVVDOWDUTXHDFDUJDDQLPDOHDWD[DGHORWDomRVHMDPUHÀH[RVGDVWD[DVGHDF~PXORTXHRVSDVWRV DSUHVHQWDP(PVLWXDo}HVRQGHDSDVWDJHPVXFHGHDODYRXUDGHVRMDRXVHMDHPVRORVUD]RDYHOPHQWH FRUULJLGRVHIpUWHLVpFRPXPTXHDPDJQLWXGHGHVVHFUHVFLPHQWRVHMDGHWHUPLQDGDSHORQtYHOGHDSOLFDomR GH1QDIDVHSDVWDJHP1RFDVRDVFDUJDVGHVFULWDVUHÀHWHPRDSRUWHGHDSUR[LPDGDPHQWHNJKD GH1FRQIRUPHGHVFULWRDQWHULRUPHQWH3DUDPDQWHUDVPHVPDVDOWXUDVHPSDVWRVTXHQmRUHFHEHP1 GHYHVHXWLOL]DUFDUJDVDQLPDLVLQIHULRUHVSRLVRFUHVFLPHQWRGRSDVWRpPHQRU(VVDVLWXDomRpFRPXP HPSDVWRVTXHVXFHGHPFXOWXUDVKDYHQGRDFUHQoDGHTXHDSDVWDJHPGHYDVHEHQH¿FLDUGDDGXEDomR UHVLGXDOGDODYRXUDRTXHDFDEDSRUOLPLWDURSRWHQFLDOGHFUHVFLPHQWRGRSDVWR3RURXWURODGRVHR QtYHOGHDGXEDomRQLWURJHQDGDIRUVXSHULRUDVFDUJDVDQLPDLVWDPEpPVHUmRPDLRUHVSRLVDVWD[DV GHDF~PXORDXPHQWDPHPUHVSRVWDDSDVWRVFRPDGHTXDGDVFRQGLo}HVGHIHUWLOLGDGHSDUDFUHVFLPHQWR eLPSRUWDQWHUHVVDOWDUTXHDVPpGLDVDSUHVHQWDGDVQD)LJXUDSRXFRYDULDPDRORQJRGRV DQRV$V FDUJDV DQLPDLV VmR EDVWDQWH HVWiYHLV HQWUH DQRV UHÀHWLQGR D FRQVWkQFLD SURGXWLYD GD IDVH SDVWDJHP1XPDVLWXDomRGHSODQWLRGLUHWRFRQVROLGDGRDVYDULDo}HVFOLPiWLFDVQDIDVHKLEHUQDOMDPDLV VmRH[WUHPDVDSRQWRGHDIHWDUHPVLJQL¿FDWLYDPHQWHDSURGXomRGRSDVWRHDVFDUJDVXWLOL]DGDVSDUDD PDQXWHQomRGDVDOWXUDVGHPDQHMR$OpPGLVVRDVWD[DVGHORWDomRWDPEpPVmRSRXFRYDULiYHLVDRORQJR GRFLFORGHXWLOL]DomRGDSDVWDJHP,VWRSRUTXHHQTXDQWRDVWD[DVGHDF~PXORGHIRUUDJHPDXPHQWDPGR LQYHUQRSDUDDSULPDYHUDDXPHQWDWDPEpPRSHVRPpGLRGRVDQLPDLVQRSHUtRGRRTXHVHWUDGX]QXP VLQFURQLVPRUHVXOWDQWHGRDXPHQWRGRFUHVFLPHQWRGRSDVWRHFRQFRPLWDQWHDRDXPHQWRGRFRQVXPRGH IRUUDJHPSHORVDQLPDLV $LQGD FRP UHODomR jV FDUJDV DQLPDLVXWLOL]DGDVDDPSOLWXGHHQWUH HNJGH39KDUHÀHWHPHP~OWLPD DQiOLVH XPD GHFLVmR GH PDQHMR XPD GHFLVmRGRSURGXWRU'HIRUPDJHUDORV SURGXWRUHVTXDQGRPDQHMDPRVSDVWRV DFDEDP SRU XWLOL]DU HOHYDGRV QtYHLV GH LQWHQVLGDGH GH SDVWHMR LPDJLQDQGR TXH SDVWRV PDLV EDL[RV VHMDP PHOKRU DSURYHLWDGRV 8P HTXtYRFR FOiVVLFR (LVTXHDVSRVVLELOLGDGHVGHRFRUUrQFLD GH FRPSDFWDomR QmR VmR DV PHVPDV $OWXUDGHPDQHMRGRSDVWR GHQWUH WDO DPSOLWXGH GH FDUJDV ,VWR )LJXUD5HODomRHQWUHDFDUJDGHERYLQRVGHFRUWHHD FRQGX] j LPSRUWDQWH FRQVWDWDomR GH TXH QmR VmR RV DQLPDLV TXH DOWXUDGHPDQHMRGRSDVWR0pGLDGHDQRV FRPSDFWDPRVRORPDVVLPDGH¿QLomR GDVLQWHQVLGDGHVGHSDVWHMRHPSUHJDGDV1HVVHVHQWLGRDRSomRSHODPDQXWHQomRGHDOWXUDVEDL[DVOHYD DFRQGLo}HVGHVXSHUSDVWHMRFRPRDSUHVHQWDGRDGLDQWH,WHP,PSDFWRVQRVROR&RPRVHUiYLVWR TXDQGRHVVDFRPSDFWDomRRFRUUHHODpHVSHFt¿FDHVRPHQWHQDVFDUJDVDOWDV$OpPGLVVRpUHVWULWD jFDPDGDVXSHU¿FLDOGRVRORHUHWRUQDjFRQGLomRLQLFLDODR¿QDOGRFLFORGDVRMDVHMDSHODUXSWXUDGD FDPDGDFRPSDFWDGDTXDQGRGDDomRGDVHPHDGRUDVHMDSHODDomRUHJHQHUDGRUDGDVUDt]HVGDVRMDDR ORQJRGRVHXFLFOR3RURXWURODGRVHDLQWHQVLGDGHGHSDVWHMRIRUPRGHUDGDpSRVVtYHOGHWHFWDUHIHLWRQD GHQVLGDGHHSRURVLGDGHGRVRORSRUpPVHPFRPSURPHWHURGHVHQYROYLPHQWRGDVSODQWDV,WHP $ IDOWD GH FREHUWXUD DGHTXDGD DOpP GH H[SRU R VROR GLUHWDPHQWH DR HIHLWR FRPSDFWDGRU GRV FDVFRVGRVDQLPDLVWRUQDRPDLVVXVFHWtYHODRLPSDFWRFDXVDGRSHODVJRWDVGHFKXYDHGRVHTXLSDPHQWRV DJUtFRODVOHYDQGRDRVSURFHVVRVHURVLYRVHGHFRPSDFWDomRGRVROR3DUDTXHHVVDVLWXDomRQmRVH HVWDEHOHoDRFRQWUROHGDLQWHQVLGDGHGHSDVWHMRpIXQGDPHQWDOQmRVRPHQWHSRUGH¿QLUDTXDQWLGDGHGH SDVWRDFLPDGRVRORTXHRSURWHJHUiGRFDVFRPDVWDPEpPSRULQÀXLUHPTXDQWRXPDQLPDOHPSDVWHMR FDPLQKDQDEXVFDSHORVHXDOLPHQWR)LJXUD BBBBBBBBBBBBBBBBBBBBBBBBBBBBB $YDOLDo}HVGRËQGLFHGH1XWULomR1LWURJHQDGDGDSDVWDJHPGHLQYHUQRDSRQWDPTXHRQtYHODWXDOGHDGXEDomRQLWURJHQDGDFRPGRVHVGH NJKDGH1DSOLFDGRVDQWHVGDHQWUDGDGRVDQLPDLVQmRDWHQGHjVH[LJrQFLDVGHVVDVIRUUDJHLUDVSDUDFUHVFLPHQWR2VUHVXOWDGRVVXJHUHP TXHHVVDDGXEDomRGHYHVVHVHUSHORPHQRVRGREURNJKDGH1SDUDTXHDVSODQWDVSXGHVVHPFUHVFHUVHPOLPLWDomRGH1&RPLVVRD PDQXWHQomRGDVDOWXUDVGHPDQHMRVHULDREWLGDFRPFDUJDVDQLPDLVVXSHULRUHVjTXHODVGHVFULWDVQD)LJXUDDIHWDQGRSRVLWLYDPHQWHRJDQKR GH39KD )LJXUD'HVORFDPHQWR$HiUHDGHLPSDFWR%GHERYLQRVQRVRORHPIXQomRGDLQWHQVLGDGH GHSDVWHMR 3URSRUomRGDVXSHUItFLHFREHUWDFHVWHUFR $VREVHUYDo}HVVREUHRFRPSRUWDPHQWRLQJHVWLYRGRVDQLPDLVHPSDVWHMRLQGLFDPTXHHQTXDQWR RVDQLPDLVTXHSDVWHMDPSDVWRVFRPDOWXUDGHPDQHMRGHFPUHJLVWUDPSDVVRVDRORQJRGRGLD DTXHOHVDQLPDLVTXHHVWmRVREDOWXUDVGHPDQHMRGHFPFKHJDPDFDPLQKDUTXDVHRGREURQDEXVFD SHODIRUUDJHPHVFDVVD)LJXUD$2VDQLPDLVQmRVRPHQWHFDPLQKDPPDLVPDVWDPEpPSDVWHMDP SRUPDLVWHPSR(QWUHDVDOWXUDVGHPDQHMRGHHGHFPSDUDFDGDFHQWtPHWURDPHQRVQDDOWXUDGR SDVWRDXPHQWDVHRWHPSRGHSDVWHMRGRVDQLPDLVHPPLQXWRV2UHVXOWDGRpTXHHPSDVWRVEDL[RV FRPWD[DVGHORWDomRDOWDVSDUDPDQWHUHPRSDVWRDFPWHPVHPDLVDQLPDLVSRUXQLGDGHGHiUHD FDGDXPGHOHVFDPLQKDQGRPDLVHSRUPDLVWHPSR2UHVXOWDGR¿QDOGLVVRpTXHDVXSHUItFLHGHiUHD LPSDFWDGDTXDQGRVHXWLOL]DLQWHQVLGDGHVGHSDVWHMRDOWDVFKHJDDVHUTXDWURYH]HVPDLRU 1R TXH GL] UHVSHLWR D IDVH SDVWDJHP GH VLVWHPDV ,/3 R DQLPDO HP SDVWHMRLPS}HKHWHURJHQHLGDGHQRVRORQR HVSDoRHQRWHPSR(VVDYDULDELOLGDGHSRGH DIHWDUDUHSUHVHQWDWLYLGDGHHRPDSHDPHQWR GRVLQGLFDGRUHVGHIHUWLOLGDGHGRVROR,WHP TXHDIHWDUmRDVUHFRPHQGDo}HVGH DGXEDomRHRSUySULRUHQGLPHQWRGDFXOWXUD FRPHUFLDOQRFDVRDVRMD,WHP$VVLP DSDUWLUGDGLVWULEXLomRJHRUUHIHUHQFLDGDGDV SODFDVGHHVWHUFRGRVERYLQRVQRFLFORGH SDVWHMR HP HQFRQWURXVH )LJXUD6XSHUItFLHGDSDVWDJHPFREHUWDFRPSODFDV H GD VXSHUItFLH GD SDVWDJHP GH HVWHUFR DR ¿QDO GR VHX FLFOR HP IXQomR FREHUWD SHODV SODFDV SDUD RV WUDWDPHQWRV GDDOWXUDGHPDQHMR1RYHPEURGH HFPUHVSHFWLYDPHQWH)LJXUD SRUpP GLVWULEXtGRV SUHIHUHQFLDOPHQWH SUy[LPRjVFHUFDVHDJXDGDV)LJXUD,VVRID]FRPTXHRVQXWULHQWHVUHWRUQDGRVQDIRUPDGHIH]HV HGHXULQDVHMDPGtVSDUHVQRVGLIHUHQWHVWUDWDPHQWRV3RUWDQWRDSUHVHQoDGRDQLPDOFDXVDDOWHUDo}HV QDVYLDVHÀX[RVGHQXWULHQWHVEHPFRPRQDVXDQDWXUH]DHPDJQLWXGHPRGL¿FDQGRRIXQFLRQDPHQWR GRVLVWHPD )LJXUD'LVWULEXLomRGHSODFDVGHHVWHUFRQDVGLIHUHQWHVDOWXUDVGHPDQHMRDR¿QDOGRFLFORGH SDVWHMR1RYHPEURGH 2JDQKRGHSHVRPpGLRGLiULRYDULDHQWUHHNJDQLPDOFRPRDXPHQWRGDDOWXUDGH PDQHMR GR SDVWR )LJXUD $ &RPR VH SRGH YHUL¿FDU RV JDQKRV GH SHVR VmR PHQRUHV QD DOWXUD GH PDQHMRGHFPHHTXLYDOHQWHVHQWUHDVGHPDLV1DDOWXUDGHPDQHMRGHFPRSDVWRpLQVX¿FLHQWH HP TXDQWLGDGH H HVWUXWXUD 2 Q~PHUR GLiULR GH ERFDGRV FKHJD D DSUR[LPDGDPHQWH PLO HQTXDQWR RV DQLPDLV QD DOWXUD GH PDQHMR GH FP GHVIHUHP PHQRV GH PLO ERFDGRV SRU GLD 2V UHVXOWDGRV VXJHUHPTXHHPDOWXUDVGHPDQHMRGHFPDLQGDTXHRVJDQKRVGHSHVRVHMDPUD]RiYHLVRVDQLPDLV HVWmRFRQVXPLQGRPHQRVGRTXHJRVWDULDP+iSDVWRHPTXDQWLGDGHLQVX¿FLHQWHHDLQGDDSUHVHQWDGR DRVDQLPDLVHPXPDHVWUXWXUDTXHOKHVpGHGLItFLOFDSWXUDJHUDQGRFRQVXPRDEDL[RGRSRWHQFLDO-iHP SDVWRVFRPDOWXUDGHPDQHMRVXSHULRUDFPDHTXLYDOrQFLDQRJDQKRGHSHVRpH[SOLFDGDSHODUHODomR QHJDWLYDHQWUHDOWXUDGRSDVWRHTXDOLGDGH 4XDQWRPDLRUDDOWXUDGHPDQHMRGRSDVWRPDLRUDPDVVDGHIRUUDJHPPDVPHQRUDUHODomRIROKD FROPRSRLVRVSHU¿OKRVTXHYmRSUHGRPLQDQGRVmRDTXHOHVÀRUHVFLGRVRXLQGX]LGRVDRÀRUHVFLPHQWR 5HVXOWD TXH D PDVVD SURSRUFLRQDO GH OkPLQDV IROLDUHV GLPLQXL DVVLP FRPR DXPHQWD D GL¿FXOGDGH GR DQLPDOHPFROKrODQRSHU¿OGRSDVWR$VVLPHQWUHDVDOWXUDVGHPDQHMRDFLPDGHFPRFRQVXPRGH QXWULHQWHVDFDEDVHHTXLYDOHQGR 2VJDQKRVGHSHVRDFLPDGHXPNJGLDUHÀHWHPDFDSDFLGDGHSRWHQFLDOGRSDVWRHGDJHQpWLFD DQLPDOORFDOSRLVRVDQLPDLVVRPHQWHWrPDVXDGLVSRVLomRSDVWRHVDOPLQHUDO1RFDVRGRSODQHMDPHQWR GHVLVWHPDVGH,/3pLPSRUWDQWHIULVDUTXHQDPpGLDGHDQRVHVVHVUHVXOWDGRVPDLVXPDYH]SRXFR YDULDP&RPLVVRpSRVVtYHOSURJUDPDUPHWDVGHUHFULDRXGHWHUPLQDomRGHDQLPDLVGHVWLQDGRVDRDEDWH FXMRDUUDQMRSRGHLQFOXVLYHPLQLPL]DUDQHFHVVLGDGHGHRXWUDViUHDVGXUDQWHRYHUmRSDUDHVVD¿QDOLGDGH ,VWRpLPSRUWDQWHSDUDVHIRURFDVRHYLWDUDFRPSHWLomRGLUHWDGDSHFXiULDFRPDODYRXUDGHJUmRV 2JDQKRGH39SRUiUHDpLQYHUVDPHQWHSURSRUFLRQDOjVDOWXUDVGHPDQHMRGRSDVWR)LJXUD% (OHpUHVXOWDGRGRJDQKRPpGLRGLiULRGRVDQLPDLVHGDWD[DGHORWDomRGRSDVWR&RPRRJDQKRPpGLR GLiULRQmRpPXLWRGLIHUHQWHHQWUHDVDOWXUDVGHPDQHMRSDUWLFXODUPHQWHQDVDOWXUDVDFLPDGHFPD FRQVHTrQFLDpTXHDSURGXomRSRUiUHDVHMDUHÀH[RGLUHWRGDFDUJDDQLPDOXWLOL]DGD)LJXUD(P ~OWLPDDQiOLVHRDXPHQWRGDWD[DGHORWDomRGHDGH¿QHRDXPHQWRGHSURGXomRSRUiUHDR TXHpERPHFRQRPLFDPHQWHSRUpPDSURGXomRLQGLYLGXDOGRVDQLPDLVpUHGX]LGDHPDOWXUDVGHPDQHMR LQIHULRUHV D FP FRPR PRVWUD D )LJXUD $ (VVD UHODomR GHYH VHU EHP FRPSUHHQGLGD SDUD TXH DVSDVWDJHQV¿TXHPHPFRQGLo}HVGHPDQHMRFDSD]HVGHSURSRUFLRQDUDPDLRUSURGXomRSRUKHFWDUH SRVVtYHOPDVVHPFRPSURPHWLPHQWRGDSHUVLVWrQFLDGDSDVWDJHPGRJUDXGHDFDEDPHQWRDQLPDOHGD TXDOLGDGHGRVROR $OWXUDGHPDQHMRGRSDVWR $OWXUDGHPDQHMRGRSDVWR )LJXUD5HODomRHQWUHRJDQKRGHSHVRPpGLRGLiULR*0'$HRJDQKRGHSHVRSRUiUHD% SRUERYLQRVGHFRUWHHDDOWXUDGHPDQHMRGRSDVWR0pGLDGHDQRV 6HGRSRQWRGHYLVWDGDPi[LPDH¿FLrQFLDWpFQLFDSDUDDSURGXWLYLGDGHDQLPDOIRVVHREVHUYDGR WmR VRPHQWH R GHVHPSHQKR SRU iUHD D PHOKRU DOWXUD GH PDQHMR GD SDVWDJHP WHULD VLGR GH FP (QWUHWDQWRRVXFHVVRGDLQWHJUDomRODYRXUDSHFXiULDGHSHQGHGHUHVXOWDGRVGRVLVWHPDHQmRGRVVHXV FRPSRQHQWHVLQGLYLGXDLV &RPRRSURGXWR¿QDOGDIDVHSHFXiULDpDFDUQHRHVIRUoRGHDXPHQWRHPSURGXWLYLGDGHGHYH WDPEpPUHVXOWDUHPFDUQHGHTXDOLGDGHGHVHMiYHOSHORFRQVXPLGRU)LJXUD(VVDDYDOLDomRPRVWUD TXHDQLPDLVWHUPLQDGRVHQWUHRVPHVHVVmRPDLVH¿FLHQWHVQRDSURYHLWDPHQWRGRSDVWRGRTXH DTXHOHVWHUPLQDGRVFRPPHVHVRTXHUHGX]RFXVWRSRUXQLGDGHGHSURGXWRHRIHUHFHXPSURGXWR TXH VDWLVID] jV H[LJrQFLDV GRV IULJRUt¿FRV SHVR H DFDEDPHQWR DGHTXDGRV H GRV YDUHMLVWDV TXH GmR SULRULGDGHjFDUQHPDFLD1HVWHFRQWH[WRRWHUPR³QRYLOKRVXSHUSUHFRFH´WHPVLGRXVDGRSDUDGH¿QLUR DQLPDODEDWLGRDWpDPHVHVGHLGDGHHTXHDWHQGHWDPEpPDXPDGHPDQGDFRQFHQWUDGDHPQLFKRV GHPHUFDGRFRPDSURGXomRGHFDUQHGHTXDOLGDGHSHVRGHFDUFDoDIULDHPWRUQRGHNJHJUDXGH DFDEDPHQWRGHDSUR[LPDGDPHQWHPPGHJRUGXUDHPXPDHVFDODHPJUDXVGHDRQGHJUDX DPPJUDX DPPJUDX DPPJUDX DPPHJUDX DFLPDGHPPGHJRUGXUD $OWXUDGHPDQHMRGRSDVWR $OWXUDGHPDQHMRGRSDVWR )LJXUD5HODomRHQWUHRSHVRGDFDUFDoD$HRJUDXGHDFDEDPHQWR%GHERYLQRVGHFRUWHH DDOWXUDGHPDQHMRGRSDVWR0pGLDGHDQRV (VVDVDYDOLDo}HVIRUDPIHLWDVHPWUrVRFDVL}HVHHPFDUFDoDVGHDQLPDLVGH DSUR[LPDGDPHQWHPHVHVFRPGLHWDVH[FOXVLYDVGHSDVWDJHPHQWUDQGRFRPSHVRHPWRUQRGH NJQRLQtFLRGHMXOKR2EVHUYDVHQD)LJXUD$TXHRSHVRGDFDUFDoDIULDDFLPDGHNJHRJUDX GHDFDEDPHQWR)LJXUD%IRUDPREWLGRVHPSDVWHMRPRGHUDGRHFPGHDOWXUDGRSDVWR (PVLWXDo}HVGHGHSRVLomRGHJRUGXUDGHFREHUWXUDDEDL[RGHPPRFRUUHRHVFXUHFLPHQWRGDSDUWH H[WHUQDGRVP~VFXORVTXHUHFREUHPDFDUFDoDGHSUHFLDQGRVHXYDORUFRPHUFLDOHDXPHQWDQGRDTXHEUD DRUHVIULDPHQWRHPIXQomRGDPDLRUSHUGDGHiJXD2JUDXGHDFDEDPHQWRREWLGRQRSDVWHMRD FPWHPJUDQGHLPSRUWkQFLDSRLVHVVHJUDXGHGHSRVLomRGHJRUGXUDQDFDUFDoDpXPDLQGLFDomRGH PDFLH]GDFDUQH 3URGXomRGHVRMD 2SULQFLSDOHQWUDYHSDUDDDGRomRGRVLVWHPDGHLQWHJUDomRGDVRMDFRPDSHFXiULDQDUHJLmRGR 3ODQDOWR5LR*UDQGHQVHFRQIRUPHHQIDWL]DGRDQWHULRUPHQWHpDSRVVtYHOFRPSDFWDomRGRVRORGHYLGRDR SLVRWHLRDQLPDO1HVVHVLVWHPDFRQIRUPHGLVFXWLGRQRVLWHQVDQWHULRUHVDWHQomRHVSHFLDOGHYHVHUGDGD jDOWXUDGHPDQHMRGRSDVWRLQWHQVLGDGHGHSDVWHMRTXHpFRQWURODGDSHODFDUJDDQLPDO$FRQVHTrQFLD GDLQWHQVLGDGHGHSDVWHMRVREUHDVRMDFXOWLYDGDQDVHTXrQFLDHDRORQJRGRWHPSRGHFRUUHHQWmRGR HIHLWRFRQMXQWRGRPDQHMRGRSDVWRDHPDWULEXWRVItVLFRVUHODFLRQDGRVjFRPSDFWDomRGRVROREQD TXDQWLGDGHGHUHVtGXRGDSDVWDJHPUHODFLRQDGDjFLFODJHPGHQXWULHQWHVFQDLQIHVWDomRGHSODQWDV GDQLQKDVHGQREDODQoRGHFDUERQRUHODFLRQDGRjVXVWHQWDELOLGDGHGRVLVWHPDSODQWLRGLUHWR 2VLPSDFWRVGDLQWHQVLGDGHGHSDVWHMRHPDWULEXWRVGHVRORUHODFLRQDGRVjVXDFRPSDFWDomRVmR GHVFULWRVGHIRUPDGHWDOKDGDQR,WHP2FRQMXQWRGHLQIRUPDo}HVDQDOLVDGRFODUDPHQWHLQGLFDTXH RXVRGHSDVWDJHQVFRPLQWHQVLGDGHVGHSDVWHMRPRGHUDGDVHFPHOHYHFPQmRDWLQJHQtYHLV TXHSRVVDPFRPSDFWDURVRORGHIRUPDDFRPSURPHWHURFUHVFLPHQWRUDGLFXODUGDVRMDFRQVLGHUDQGRD SRURVLGDGHDGHQVLGDGHVXSULPHQWRGHR[LJrQLRUHWHQomRGHiJXDHUHVLVWrQFLDjSHQHWUDomR(QWUHWDQWR DOJXPDVUHVWULo}HVIRUDPREVHUYDGDVQRSDVWHMRPDLVLQWHQVRFPGHDOWXUDGRSDVWRSHODGLPLQXLomR GDSRURVLGDGHHDXPHQWRGDGHQVLGDGHHGDUHVLVWrQFLDjSHQHWUDomRQDFDPDGDVXSHU¿FLDOFPGR VRORTXHIRUDPUHYHUVtYHLVYROWDQGRDRVYDORUHVRULJLQDLVDSyVRFXOWLYRGDVRMD,WHP 2LPSDFWRGDTXDQWLGDGHGRVUHVtGXRVGHFRUUHQWHVGDVLQWHQVLGDGHVGHSDVWHMRQRHVWRTXHH FLFODJHPGHQXWULHQWHVVmRDSUHVHQWDGRVQRV,WHQVHUHVSHFWLYDPHQWH0HVPRTXHGLIHUHQoDV WHQKDPRFRUULGRQHVVHVDWULEXWRVHPIXQomRGRPDQHMRGRSDVWRQmRVHHVSHUDTXHDQXWULomRGDVRMD WHQKDVLGRDIHWDGDSRLVDIHUWLOLGDGHGRVRORpHOHYDGDHPWRGDDiUHDH[SHULPHQWDO,WHP $OWXUDGHPDQHMRGRSDVWR )LJXUD2FRUUrQFLDGHSODQWDVGDQLQKDVQRFXOWLYRGDVRMDHPIXQomRGDDOWXUDGHPDQHMRGR SDVWR6DIUD ¬PHGLGDTXHDXPHQWDDLQWHQVLGDGHGHSDVWHMRGLPLQXLDFREHUWXUDGRVRORRTXHSRGHOHYDU j SHUGD GD FDSDFLGDGH FRPSHWLWLYD HP UHODomR j SODQWDV LQGHVHMiYHLV SRGHQGR FKHJDU DR SRQWR GH GHJUDGDomR 8PD DYDOLDomR GHVVH HIHLWR QD RFRUUrQFLD GDV SODQWDV LQGHVHMiYHLV IRL HIHWXDGD QD VDIUD DRVGLDVDSyVDVHPHDGXUDXWLOL]DQGRVHXPDHVFDODGDiUHDFREHUWDSRUHVVDVSODQWDV2V UHVXOWDGRV)LJXUDVmRFODURVDRLQGLFDUHPDTXDVHDEVROXWDDXVrQFLDGHSODQWDVLQGHVHMiYHLVQDiUHD VHPSDVWHMRFXMDRFRUUrQFLDDXPHQWDOLQHDUPHQWHFRPDLQWHQVLGDGHGHSDVWHMRFKHJDQGRDRFXSDU GDVXSHUItFLHQRSDVWHMRPDLVLQWHQVRDOWXUDGRSDVWRGHFP 1DDYDOLDomRFRQMXQWDGRVUHQGLPHQWRVGHJUmRVGHVRMDDSDUWLUGDLQVWDODomRGRH[SHULPHQWR 7DEHODYHUL¿FDVHTXHRVPHVPRVQmRIRUDPDIHWDGRVSHODLQWHQVLGDGHGHSDVWHMRQDJUDQGHPDLRULD GDV VDIUDV ,VWR DSHVDU GDV GLIHUHQoDV QRV DWULEXWRV ItVLFRV TXDQWLGDGH GH UHVtGXRV GR SDVWR H GD LQIHVWDomRGHSODQWDVGDQLQKDV2VUHQGLPHQWRVIRUDPPXLWRYDULiYHLVHQWUHRVDQRV!GHFRUUHQWHV GDV FRQGLo}HV FOLPiWLFDV HVVHQFLDOPHQWH D RFRUUrQFLD GH Gp¿FLW KtGULFR (VVH HIHLWR FOLPiWLFR SRGH H[SOLFDU D UHGXomR GH UHQGLPHQWR FRP D LQWHQVLGDGH GH SDVWHMR RFRUULGD QR SULPHLUR FXOWLYR ±7DEHOD $ VHPHDGXUD GH VRMD QHVVD VDIUD RFRUUHX HP FRQGLo}HV GH EDL[D XPLGDGH GR VROR D WDO SRQWRTXHSUHMXGLFRXDDomRGDVKDVWHVVXOFDGRUHVGDVHPHDGRUDHPSURIXQGLGDGHID]HQGRFRPTXH HODVDWXDVVHPPXLWRVXSHU¿FLDOPHQWHQRSDVWHMRPDLVLQWHQVR(VVDDWXDomRVXSHU¿FLDOGRVVXOFDGRUHV RSWRXVHSRUQmRUHJXODUDSURIXQGLGDGHGHVHPHDGXUDQRSULPHLURDQRIRLUHVSRQViYHOSHODH[SRVLomR SURSRUFLRQDOGDVVHPHQWHVDFRQGLo}HVDGYHUVDVGHWHPSHUDWXUDHXPLGDGHGRVRORTXHVHUHÀHWLXQR HVWDQGHGHSODQWDVHQRUHQGLPHQWRGHJUmRV)LJXUD$1DVDIUDVHJXLQWH)LJXUD%HQDVGHPDLV 7DEHODLVVRQmRPDLVRFRUUHXSHODUHJXODJHPjSURIXQGLGDGH¿[DFPGDVHPHDGRUD)LJXUD 7DEHOD5HQGLPHQWRGHJUmRVGHVRMDDRORQJRGRSHUtRGRH[SHULPHQWDOHPIXQomRGDDOWXUDGH PDQHMR Alturas de manejo Datas Safra Semeadura Colheita 10 cm 20 cm 30 cm 40 cm Sem pastejo --------------------------- t/ha --------------------------- 2001/02 10/12 06/05/02 2,47 2,58 3,13 3,56 3,63 2002/03 17/12 01/05/03 3,70 3,81 3,45 3,68 4,05 2004/05 05/12 30/04/05 1,29 1,30 1,19 1,31 1,20 2005/06 02/12 05/05/06 1,85 2,03 1,66 1,92 1,70 2006/07 15/12 12/05/07 3,55 3,52 3,41 3,74 3,71 2007/08 15/11 17/05/08 2,59 2,64 2,42 2,83 2,65 2009/10 17/12 17/04/10 3,27 3,30 3,49 3,57 3,44 2010/11 17/12 17/04/11 3,30 3,03 3,08 3,60 3,80 Média - - 2,75 2,78 2,73 3,02 2,97 Valor relativo(1) - - 93% 94% 92% 102% 100% 5HODWLYRDRVLVWHPDFRPSODQWDVGHFREHUWXUDVHPSDVWHMR6DIUDVHQmRSXGHUDPVHUDPRVWUDGDV 1DDYDOLDomRGRVFRPSRQHQWHVGHUHQGLPHQWRVHIHWXDGDQDVDIUDHPERUDWHQKDKDYLGR XPPHQRUQ~PHURGHJUmRVSRUSODQWDHPLQWHQVLGDGHPRGHUDGDHFPGHDOWXUDGRSDVWRQmR KRXYHGLIHUHQoDQRUHQGLPHQWRGHJUmRVSRUiUHD7DEHODTXHIRLFRPSHQVDGRSHORPDLRUQ~PHURGH SODQWDVSRUiUHD0HVPRTXHWHQKDKDYLGRQHVVDVDIUDDXPHQWRGHLQIHVWDomRGHSODQWDVLQGHVHMiYHLV FRP R DXPHQWR GD LQWHQVLGDGH GH SDVWHMR )LJXUD DV PHVPDV SDUHFHP QmR VHU WmR DJUHVVLYDV H FRPSHWLWLYDVFRPDSDVWDJHPHFRPDVRMDGHPRGRDLQWHUIHULUQRGHVHQYROYLPHQWRGHVVDVFXOWXUDV $ VRMD p DIHWDGD SHOD GLVWULEXLomR GH HVWHUFR QRV GLIHUHQWHV WUDWDPHQWRV $V GLIHUHQoDV QD GLVSRQLELOLGDGHGHQXWULHQWHV7DEHODLQWHUIHUHQDSURGXomRGHJUmRVHVHXVFRPSRQHQWHV)LJXUD 2VUHQGLPHQWRVGDVRMDQDViUHDVFRPSUHVHQoDGHSODFDVGHHVWHUFRVmRPDLRUHVHPDSUR[LPDGDPHQWH NJFRPSDUDGRVjViUHDVVHPSODFDV )LJXUD(VWDQGHGHSODQWDVHUHQGLPHQWRGHJUmRVGHVRMDQDVDIUD$H%HP IXQomRGDDOWXUDGHPDQHMRGRSDVWR )LJXUD$VSHFWRGDVRMDHVWDEHOHFLGDDSyVRFLFORGHSDVWHMR6DIUD 7DEHOD7HRUHVGHQXWULHQWHVQRVRORHPIXQomRGDSUHVHQoDRXQmRGHSODFDVGHHVWHUFRQR¿QDO GRFLFORQRSDVWHMRLQWHQVRFPGHDOWXUDGRSDVWR±6DIUD Presença de placas de esterco Nutrientes disponíveis no solo P(1) K(1) Cu(2) Zn(2) S(3) --------------------------------- mg/kg ------------------------------------- Sim 11,0, 433 4,3 Não 7,8 194 3,8 2,5 1,7 19,6 12,7 0HKOLFK([WUDtGRFRP+&OPRO/([WUDtGRFRP&D+32PJ/ )LJXUD 5HQGLPHQWR GHJUmRV GHVRMD $ H Q~PHURGHOHJXPHV SRU SODQWD % HP IXQomRGD SUHVHQoDGHSODFDVGHHVWHUFRDR¿QDOGRFLFORGHSDVWHMRLQWHQVRFPGHDOWXUDGR SDVWR±6DIUD ,PSDFWRVQRVROR 2IRFRGRWUDEDOKRFRPRHQIDWL]DGRDQWHULRUPHQWHpDEXVFDGHDOWHUQDWLYDVGHUHQGDDRFXOWLYR GH VRMD QR YHUmR SHOD LQWURGXomR GH SHFXiULD GH FRUWH HP YDVWDV iUHDV GR 3ODQDOWR 5LR*UDQGHQVH PDQWLGDFRPSODQWDVGHFREHUWXUDQRLQYHUQR2SULQFLSDOREVWiFXORSRUSDUWHGRVSURGXWRUHVGHVRMDHUDD JUDQGHUHVLVWrQFLDjLQWURGXomRGDSHFXiULDHPiUHDVGHODYRXUDSHODFRQYLFomRGHTXHRSDVWHMRGHVVDV iUHDVSUHMXGLFDYDDSURGXomRGDVRMDSRUSUREOHPDVUHODFLRQDGRVDFRPSDFWDomRGRVROR6HJXQGRR VHQVRFRPXPGDpSRFDHVVDFRPSDFWDomRSRGHULDWDPEpPGL¿FXOWDUDFRUUHomRGDDFLGH]GRVRORHP SURIXQGLGDGHSHODDSOLFDomRVXSHU¿FLDOGHFDOFiULRHPSODQWLRGLUHWRHVSHFLDOPHQWHSHORLPSHGLPHQWR GDGHVFLGDGHVXDVSDUWtFXODV¿QDV$GLFLRQDOPHQWHHUDWDPEpPLPSRUWDQWHGHWHUPLQDUDTXDQWLGDGHGH UHVtGXRQHFHVViULDDREDODQoRSRVLWLYRGHFDUERQRYLVDQGRjVXVWHQWDELOLGDGHGRVLVWHPDSODQWLRGLUHWR &RQVLGHUDVH QRV VLVWHPDV GH SURGXomR LQWHJUDGD TXH R DQLPDO HP SDVWHMR p R FDWDOLVDGRU TXH PRGL¿FD DV WD[DV H RV ÀX[RV GRV SURFHVVRV VLVWrPLFRV GHFRPSRQGR R PDWHULDO RUJkQLFR H GHWHUPLQDQGRDGLQkPLFDHDFLFODJHPGRVQXWULHQWHVHQWUHRVVHXVFRPSDUWLPHQWRV2VRORSRUVXDYH] pFRQVLGHUDGRFRPRRFRPSDUWLPHQWRFHQWUDOL]DGRUGRVSURFHVVRVHDTXHOHTXHFDSWXUDRVHQWLGRRX GDVPRGL¿FDo}HVQRVLVWHPD(QTXDQWRRVFXOWLYRVVHVXFHGHPWDQWRTXDQWRDSUHVHQoDGRVDQLPDLVR VRORpRFRPSDUWLPHQWRDSHUPDQHFHUFRQYHUJLQGRDOWHUDo}HVItVLFDVTXtPLFDVHELROyJLFDVDRORQJRGR WHPSR3RUHVWDUD]mRRVRORFRQFHQWUDYiULRVGRVLQGLFDGRUHVGHDYDOLDomRGRVVLVWHPDVLQWHJUDGRVGH SURGXomRDJUtFROD&RPRLVWRRFRUUHpWHPDGRVLWHQVVHJXLQWHVRQGHVmRDSUHVHQWDGRVRVUHVXOWDGRV GRPDQHMRHPGLIHUHQWHVDWULEXWRVGRVRORDRORQJRGRSHUtRGRH[SHULPHQWDO 1DFRPSDFWDomRHQDHVWUXWXUD 2LPSDFWRGRSLVRWHLRDQLPDOQRVDWULEXWRVItVLFRVGRVRORPDQLIHVWRXVHVRPHQWHQDFDPDGD VXSHU¿FLDO ± FP SHOD GLPLQXLomR GD SRURVLGDGH H SHOR DXPHQWR QD GHQVLGDGH GR VROR FRP R DXPHQWRGDLQWHQVLGDGHGHSDVWHMR)LJXUDHQDGLPLQXLomRGDWD[DGHLQ¿OWUDomRGDiJXD7DLVHIHLWRV QmRRFRUUHUDPQDFDPDGDDEDL[RGHDFPPHVPRHPFRQGLo}HVGHSDVWHMRLQWHQVR3VHQGR WDPEpPSRXFRH[SUHVVLYRVQDFDPDGDVXSHU¿FLDOHPSDVWHMRPRGHUDGRHOHYHSRLVDPDFURSRURVLGDGH VHPDQWpPDFLPDGRYDORUFRQVLGHUDGRFUtWLFRSDUDRFUHVFLPHQWRUDGLFXODU )LJXUD0DFURSRURVLGDGH$HGHQVLGDGH%HPFDPDGDVGRVRORHPLQWHJUDomRVRMDERYLQRV GHFRUWH0pGLDGHDYDOLDo}HVDSyVSDVWHMRQRSHUtRGRGHD eLPSRUWDQWHHQWUHWDQWRUHVVDOWDUTXHRVHIHLWRVQHJDWLYRVGRSDVWHMRQDFRPSDFWDomRGRVROR IRUDPUHYHUVtYHLVXPDYH]TXHRVYDORUHVGHPDFURSRURVLGDGHHGHQVLGDGHGRVRORGDFDPDGDVXSHU¿FLDO UHWRUQDUDPDRVYDORUHVLQLFLDLVDSyVRFLFORGDVRMDFXOWLYDGDQDVHTXrQFLD)LJXUD$o}HVQRVHQWLGR GHUHHVWDEHOHFHUDFRQGLomRItVLFDSUpYLDGRVRORHQYROYHPDJHQWHVQDWXUDLVFRPRDVSUySULDVFXOWXUDV $SyVSDVWHMR $SyVVRMD $ 'HQVLGDGH 'HQVL ' LGDGHNJ DGHNJGP NJGP 0DFURSR 0 0DF FURSRURVLG URVLGDG VLGDGHP HPP P HPVXFHVVmRHRSHUDo}HVGHVHPHDGXUDFRPGLVSRVLWLYRVTXHSHUPLWHPPRELOL]DomRGRVRORQDOLQKD GHVHPHDGXUD $SyVSDVWHMR $SyVVRMD % FP FP FP FP FP FP FP FP $OWXUDGHPDQHMRGRSDVWR 6HP 6HP SDVWHMR FP FP FP FP $OWXUDGHPDQHMRGRSDVWR 6HP SDVWHMR )LJXUD0DFURSRURVLGDGH$HGHQVLGDGH%QDFDPDGDVXSHU¿FLDO±FPGRVRORQR¿QDO GRSHUtRGRGHSDVWHMRHDSyVDFROKHLWDGDVRMDHPLQWHJUDomRVRMDERYLQRVGHFRUWH 0pGLDGHDYDOLDo}HVDSyVSDVWHMRQRSHUtRGRGHD 2HVWDGRGHDJUHJDomRGRVRORpXPGRVPDLVLPSRUWDQWHVLQGLFDGRUHVGHDYDOLDomRGRVVLVWHPDV GH SURGXomR DJUtFROD SRLV FRQJUHJD DVSHFWRV ItVLFRV UHODFLRQDGRV j HVWUXWXUD GR VROR H ELRTXtPLFRV UHODFLRQDGRVDREDODQoRGHFDUERQRQRVLVWHPD$DJUHJDomRGRVRORDYDOLDGDQRWUDEDOKRSHORGLkPHWUR PpGLR SRQGHUDGR '03 GH DJUHJDGRV HVWiYHLV HP iJXD )LJXUD IRL IDYRUHFLGD SHOR SDVWHMR HP DPEDVDVFDPDGDVGHVRORHVSHFLDOPHQWHTXDQGRHPSDVWHMRPRGHUDGR$SUHVHQoDGRDQLPDOFRQWULEXL GHIRUPDGLUHWDSDUDDHVWDELOL]DomRGRVDJUHJDGRVSHODDSUR[LPDomRGDVSDUWtFXODVSHORSLVRWHLRHGH IRUPDLQGLUHWDIDYRUHFHDDJUHJDomRGDVSDUWtFXODVSHODGHSRVLomRGHGHMHWRVRUJkQLFRVHVWHUFRHXULQD QRVRORTXHDWXDPFRPRDJHQWHVFLPHQWDQWHVHQWUHDVSDUWtFXODVGHVROR$OpPGLVWRDTXDQWLGDGHGH UDt]HVGDSDVWDJHP,WHP)LJXUDFRQWULEXLSDUDRVHIHLWRVSRVLWLYRVGRSDVWHMRQDFDPDGDVXSHU¿FLDO )LJXUD&RPRHVVHHIHLWRSRVLWLYRQDDJUHJDomRWDPEpPRFRUUHXQDFDPDGDLQIHULRU)LJXUD% DVUDt]HVSLYRWDQWHVGDVRMDHDVPDLVSURIXQGDVGDSDVWDJHPH[HUFHPXPDDSUR[LPDomRGHSDUWtFXODV SUHVVmRGHFUHVFLPHQWRHSRVWHULRUGHFRPSRVLomROLEHUDQGRFRPSRVWRVRUJkQLFRVTXHIDYRUHFHPD DJUHJDomR1RWUDEDOKRDDomRFRQMXQWDGHVVHVIDWRUHVGHWHUPLQRXXPDPHOKRUDJUHJDomRVRESDVWHMRV PRGHUDGRVHPDPEDVDVFDPDGDVGRVROR)LJXUD 0HGLGDV GH UHVLVWrQFLD PHFkQLFD GR VROR j SHQHWUDomR 53 SRU SHQHWU{PHWURV GH FRQH GHIRUoDGHWUDomR)7HPKDVWHV VXOFDGRUDV GH VHPHDGRUDV H GH SUHVVmR GH SUpFRQVROLGDomR HP SUHQVDV HGRPpWULFDV WrP VLGR SUHFRQL]DGDV SDUD R GLDJQyVWLFR GR HVWDGR GH FRPSDFWDomR GR VROR (ODV IRUDP XWLOL]DGDV QR SUHVHQWH WUDEDOKR SDUD DYDOLDU D FRPSDFWDomR GR VROR UHVXOWDQWH GD SUHVHQoD GRV DQLPDLV HP )LJXUD 'LkPHWUR PpGLR SRQGHUDGR '03 GH DJUHJDGRV SDVWHMR H SDUD GHPRQVWUDU D VXD HVWiYHLVHPiJXDHPFDPDGDVGRVRORQRVLVWHPDGH YDULDELOLGDGHKRUL]RQWDOHWHPSRUDO LQWHJUDomRVRMDERYLQRVGHFRUWH DIHWDGDSHORSLVRWHLRDQLPDO 2VUHVXOWDGRVGDDYDOLDomRGD53H)7)LJXUDFRPYDORUHVDXPHQWDQGRFRPDLQWHQVLGDGH GH SDVWHMR UHVWULWDV j FDPDGD VXSHU¿FLDO UHSHWHP RV LQGLFDWLYRV GD GHQVLGDGH H SRURVLGDGH VROR HP IXQomRGRSDVWHMR)LJXUD2OLPLWHFUtWLFRGH53SDUDRGHVHQYROYLPHQWRGDVUDt]HV03DQmRIRL QHPPHVPRDWLQJLGRQDPDLRULQWHQVLGDGHGHSDVWHMR)LJXUD$ 2V PDSDV GD 53 QD FDPDGD GH D FP REWLGRV HP XPD JUDGH JHRUUHIHUHQFLDGD GD iUHD H[SHULPHQWDO DSyV SDVWDJHP H DSyV VRMD IRUQHFHP XP GLDJQyVWLFR HVSDFLDOL]DGRHWHPSRUDOGR HVWDGR GH FRPSDFWDomR GR VROR 2V PDSDV UHVXOWDQWHV )LJXUD UHÀHWHP D KHWHURJHQHLGDGH GR VROR $OWXUDGHPDQHMRGRSDVWR LPSRVWDSHORSLVRWHLRDQLPDO H j SUySULD YDULDELOLGDGH )LJXUD5HVLVWrQFLDjSHQHWUDomRHIRUoDGHWUDomRHPVLVWHPDGH QDWXUDO GR VROR ÈUHDV FRP UHVWULomR SHOD UHVLVWrQFLD LQWHJUDomRVRMDERYLQRVGHFRUWH PHFkQLFD GR VROR HP YHUPHOKRVmRPDLVDEUDQJHQWHVDSyVSDVWHMR)LJXUD$GRTXHDSyVVRMD)LJXUD%FRQFHQWUDQGR VHQRVWUDWDPHQWRVFRPPDLRULQWHQVLGDGHGHSDVWHMRQDVWUrVUHSHWLo}HV $ DYDOLDomR GR HVWDGR GH FRPSDFWDomR GR VROR SHOR XVR GH KDVWHV LQVWUXPHQWDOL]DGDV FRP VHQVRUHVGHIRUoDGHWUDomRHDTXLVLomRJHRUUHIHUHQFLDGDGHGDGRVQmRDSUHVHQWDGRVQHVWHEROHWLP UHVXOWRXHPFRQFOXV}HVVHPHOKDQWHVSRUpPSHUPLWHPHOKRUGHWDOKDPHQWRGRTXHRXVRJHRUUHIHUHQFLDGR GH SHQHWU{PHWURV GH FRQH 2 DXPHQWR GD FRPSDFWDomR FRP D LQWHQVLGDGH GH SDVWHMR UHVXOWD HP PDLRUDSUR[LPDomRGDVSDUWtFXODVVyOLGDVUHVXOWDQGRWDPEpPHPPDLRUHVYDORUHVGHSUHVVmRGHSUp FRQVROLGDomR SRLV SDUD SURPRYHU UHDUUDQMR GDV SDUWtFXODV GHIRUPDomR p QHFHVViULR H[HUFHU IRUoDV FDGDYH]PDLRUHV $ DYDOLDomR GR HVWDGR GH FRPSDFWDomR GR VROR SHOD UHVLVWrQFLD PHFkQLFD j SHQHWUDomR GHIRUPDomRHSHODIRUoDGHWUDomRHPKDVWHVLQVWUXPHQWDOL]DGDVGHVHPHDGRUDVpPDLVSUiWLFDGRTXH DVDYDOLDo}HVGDGHQVLGDGHHGDSRURVLGDGHGRVROR1RHQWDQWRHODVVmRIRUWHPHQWHGHSHQGHQWHVGR WHRU GH iJXD GR VROR QR PRPHQWR GD GHWHUPLQDomR QR FDPSR DXPHQWDQGR H[SRQHQFLDOPHQWH FRP D UHGXomRGDXPLGDGHGRVROR )LJXUD0DSDVGDUHVLVWrQFLDPHFkQLFDGRVRORjSHQHWUDomRQDFDPDGDGHDFPGRVROR QDiUHDH[SHULPHQWDOQR¿QDOGRFLFORGHSDVWHMRHPQRYHPEURGH$HQR¿QDO GRFLFORGDVRMDHPDEULOGH%HPVLVWHPDGHLQWHJUDomRVRMDSHFXiULDGHFRUWH $DQiOLVHFRQMXQWDGDVYDULiYHLVHVWXGDGDVQHVWHWUDEDOKRGHQVLGDGHSRURVLGDGHHVWDELOLGDGH GHDJUHJDGRVUHVLVWrQFLDjSHQHWUDomRIRUoDGHWUDomRHSUHVVmRGHSUpFRQVROLGDomRLQGLFDTXHR SLVRWHLRDQLPDODIHWDDOJXQVDWULEXWRVItVLFRVGRVRORSULQFLSDOPHQWHQDFDPDGDVXSHU¿FLDO3RUpPRV QtYHLVDWLQJLGRVDOpPGHVHUHPUHYHUVtYHLVDSyVRFLFORGDVRMDFXOWLYDGDQDVHTXrQFLDQmRDWLQJHPRV QtYHLVFRQVLGHUDGRVFUtWLFRVDRGHVHQYROYLPHQWRUDGLFXODUHDRUHQGLPHQWRGHVVDFXOWXUD 1DFRUUHomRGDDFLGH]HGHVFLGDGHFiWLRQVEiVLFRV 3RU RFDVLmR GD LQVWDODomR GR H[SHULPHQWR D DSOLFDomR VXSHU¿FLDO SDUD D UHFRUUHomR GDDFLGH]GRVRORHPSODQWLRGLUHWRHUDXPDSUiWLFDHPFRQVROLGDomRKRMHMiFRQVROLGDGDSHODUiSLGD GHVFLGDGRVHIHLWRVGRFDOFiULRHOHYDomRGRS+HGHFiWLRQVEiVLFRVHGLPLQXLomRGRDOXPtQLRWURFiYHO SRGHQGR DWLQJLU SURIXQGLGDGHV GH DWp FP HP XP SHUtRGR GH TXDWUR DQRV 2V WHPRUHV QD pSRFD HUDPGHTXHRSLVRWHLRDQLPDOSRUHIHLWRGHFRPSDFWDomRUHGXomRGDPDFURSRURVLGDGHHGHLQ¿OWUDomR GHiJXDSRGHULDUHVWULQJLUDGHVFLGDGDVSDUWtFXODV¿QDVGRFDOFiULRHDVVLPGLPLQXLUVXDH¿FLrQFLD QDFRUUHomRGDDFLGH]QRSHU¿OGRVROR$SDUWLUGRHVWDGRGHDFLGH]GRVROR7DEHODIRLHIHWXDGDDR ¿QDOGRSULPHLURSDVWHMRXPDDSOLFDomRGHWKDGHFDOFiULR3517TXHFRUUHVSRQGHjGRVH UHFRPHQGDGDSHOD&4)6566&SDUDHOHYDURS+GRVRORDWpQDFDPDGDGH±FPQD FRQGLomRGHSODQWLRGLUHWRFRQVROLGDGR,WHP 7DEHOD$WULEXWRVTXtPLFRVLQLFLDLVHPFDPDGDVGRVRORVRESODQWLRGLUHWRGHVGH1RYHPEUR GH Camada cm 0 - 10 0 - 20 pH água(1) 4,8 4,7 Matéria orgânica % 3,9 2,7 CTCpH 7,0 3 cmolc/dm 16,7 16,4 Saturação por Bases Al -------- % -------45 6,7 42 9,1 Nutrientes disponíveis(2) P K 3 -- mg/dm -12 180 9 144 5HODomR0HKOLFK 2FDOFiULRPRVWURXHIHLWRPi[LPRQDFRUUHomRGDDFLGH]GRVRORDSyVPHVHVGHVXDDSOLFDomR $SyVHVVHWHPSRHVVHHIHLWRSDVVRXDUHJUHGLUSRUpPPDQWHQGRQtYHLVGHDFLGH]LQIHULRUHVjTXHOHVGD FRQGLomRLQLFLDOVHPFDODJHPDRVPHVHVGHVXDDSOLFDomR1RVHXSRQWRPi[LPRGHUHDomRRFDOFiULR DSOLFDGRQHVVHVLVWHPDGHFXOWLYRSURPRYHXDXPHQWRGRS+GDVDWXUDomRSRUEDVHVHGRVWHRUHVGH&DH 0JWURFiYHLVHGLPLQXLomRGDVDWXUDomRSRUDOXPtQLRDWpDVVHJXLQWHVSURIXQGLGDGHVHFP UHVSHFWLYDPHQWH)LJXUD )LJXUD $WULEXWRV GH DFLGH] FiOFLR H PDJQpVLR WURFiYHLV HP SURIXQGLGDGH QR VROR HP iUHDV SDVWHMDGDVHVHPSDVWHMRDSyVPHVHVGDFDODJHP1RYHPEURGH e LPSRUWDQWH UHVVDOWDU TXH RV HIHLWRV HP SURIXQGLGDGH QmR IRUDP GLIHUHQFLDGRV HQWUH DV LQWHQVLGDGHV GH SDVWHMR VRPHQWH RFRUUHX DSyV R SULPHLUR SDVWHMR ,VWR VLJQL¿FD TXH D GHVSHLWR GR HIHLWRGRSLVRWHLRKRXYHGHVFLGDGHSDUWtFXODV¿QDVSHORVELRSRURVRXPHJDSRURVGRVROR2HIHLWRGR DQLPDOWDPEpPVHGiSHODGLPLQXLomRGDDFLGH]SRUiFLGRVRUJkQLFRVGHEDL[RSHVRPROHFXODUOLEHUDGRV SHODGHFRPSRVLomRGRHVWHUFR$OpPGLVVRDH[VXGDomRGHFRPSRVWRVRUJkQLFRVSHODVUDt]HVGDDYHLD H GR D]HYpP VRE DomR GR SDVWHMR UHPRomR GD SDUWH DpUHD FRP HIHLWR DVVRFLDGR j VHQHVFrQFLD GH FRPSRQHQWHVPRUIROyJLFRVWDQWRGDSDUWHDpUHDTXDQWRGRVLVWHPDUDGLFXODUSRGHULDVHUUHVSRQViYHO SRU XP HIHLWR PDLV KRPRJrQHR IUHQWH j DFLGH] GDV iUHDV SDVWHMDGDV XPD YH] TXH D GLVWULEXLomR GRV H[FUHPHQWRVGRVDQLPDLVpKHWHURJrQHD 2XWURSRQWRDVHUFRQVLGHUDGRQRSUHVHQWHWUDEDOKRpTXHFRPDGLPLQXLomRGDLQWHQVLGDGHGH SDVWHMRKiXPDXPHQWRJUDGXDOGRWHRUGHPDWpULDRUJkQLFDDRORQJRGRWHPSRLWHPTXHWDPEpP SRGHGLPLQXLURVHIHLWRVSUHMXGLFLDLVGDDFLGH]GRVRORHGDWR[LGH]SRUDOXPtQLReLPSRUWDQWHOHPEUDU TXHRVHIHLWRVHPSURIXQGLGDGHDSUHVHQWDGRVVmRHVSHFt¿FRVSDUDRPDQHMRGDFDODJHPHFRQGLo}HVGR SUHVHQWHWUDEDOKR7DLVFRQGLo}HVVmRUHOHYDQWHVSRLVSDUDXPPHVPRPDQHMRGHDQLPDLVDVUHVSRVWDV DVDSOLFDo}HVGHFDOFiULRSRGHPVHUGLIHUHQWHVHPIXQomRGHRXWUDVFRQGLo}HVLPSRVWDV 1DHYROXomRGRVLQGLFDGRUHVGHDFLGH]HGHGLVSRQLELOLGDGHGHQXWULHQWHV $GLQkPLFDGDDFLGH]HGRVQXWULHQWHVHPVLVWHPDVLQWHJUDGRVGHSURGXomRpPDLVFRPSOH[D GR TXH HP VLVWHPDV RQGH R DQLPDO HVWi DXVHQWH +i FRP D SUHVHQoD GR DQLPDO XP PDLRU Q~PHUR GH FRPSDUWLPHQWRV FRP WD[DV GLIHUHQFLDGDV GH WUDQVIHUrQFLD HQWUH HOHV TXH DIHWDP RV SURFHVVRV GH UHDFLGL¿FDomR GR VROR H D FLFODJHP D UHFLFODJHP H R EDODQoR GH QXWULHQWHV (VVHV DVSHFWRV VmR DSUHVHQWDGRV PDLV DGLDQWH TXDQGR VH FRQVLGHUD D JHUDomR GLIHUHQFLDGD GH UHVtGXRV LWHP HQIRFDQGRDTXLVRPHQWHDHYROXomRGDDFLGH]HGDGLVSRQLELOLGDGHGHQXWULHQWHVFRPRLQGLFDGRUHVGR HVWDGRGHIHUWLOLGDGHGRVRORDYDOLDGRVDR¿QDOGRSDVWHMRHPQRYHPEURGHHHPPDLRGH D,QGLFDGRUHVGHDFLGH] &RQIRUPHYLVWRQRLWHPDQWHULRURHIHLWRPi[LPRGRFDOFiULRHPSURIXQGLGDGHRFRUUHXDRV PHVHVGDVXDDSOLFDomRDRVROR1HVVHPRPHQWR1RYHPEURGHHPUHODomRjVFRQGLo}HVLQLFLDLV 7DEHODKRXYHQDFDPDGDGHDFPXPDXPHQWRGRS+GHSDUDHGDVDWXUDomRSRU EDVHVGHSDUDHSRXFDDOWHUDomRQDVDWXUDomRSRU$OGHSDUD(QWUHWDQWRDSyVVHWHDQRV GDDSOLFDomRGHFDOFiULRDVFRQGLo}HVGHDFLGH]YROWDUDPDVHUHOHYDGDV7DEHODDFLPDGDFRQGLomR LQLFLDOVHPDSOLFDomRGHFDOFiULR7DEHODFRPGDiUHDDSUHVHQWDYDS+FRPVDWXUDomR SRU EDVHV H GD iUHD FRP VDWXUDomR SRU$O ! (VVD FRQGLomR p WDPEpP HYLGHQWH QDDPRVWUDJHPGHPDLRGHHVSHFLDOPHQWHQRVGDGRVGHS+)LJXUD$HGHVDWXUDomRSRU$O )LJXUD&(VVHVUHVXOWDGRVLQGLFDPDQHFHVVLGDGHGHQRYDDSOLFDomRGHFDOFiULRRTXHSRGHULDHVWDU OLPLWDQGRVHJXQGRD&4)6566&DSURGXWLYLGDGHGDVRMDRTXHGHIDWRQmRRFRUUHX7DEHOD 7DEHOD&ULWpULRVGHFDODJHPHUHVSHFWLYDiUHDDVHUFRUULJLGDSDUDHOHYDURS+GRVRORD QDFDPDGDGHDFP&4)6566&QRVLVWHPDGHLQWHJUDomRVRMDERYLQRVGH FRUWH1RYHPEURGH Critérios de calagem 1. pH água < 5,5 2. Saturação por bases < 65% 3. Saturação por Al > 10% 4. P < Muito alto Área (%) 87 96 86 87 Objetivo Elevar o pH do solo a 5,5 na camada de 0 - 10 cm &ROHWDGRVRORHPQRYHPEURGH (QWUHDVLQWHQVLGDGHVGHSDVWHMRYHUL¿FDVHQDDPRVWUDJHPGHPDLRGH)LJXUDXPD DFLGH]PHQRUH[SUHVVDSHORS+)LJXUD$HSHODVDWXUDomRSRUEDVHV)LJXUD%HSRU$O)LJXUD &QRSDVWHMRPRGHUDGRHPUHODomRDRLQWHQVLYRHVHPSDVWHMRHPDPEDVDVFDPDGDVDQDOLVDGDV 5HVVDOWDVH D DOWD VDWXUDomR SRU$O QR WUDWDPHQWR VHP SDVWHMR )LJXUD & EHP DFLPD GRV YDORUHV WROHUDGRVSHODVRMD )LJXUD ,QGLFDGRUHV GH DFLGH] S+ $ VDWXUDomR SRU EDVHV % H VDWXUDomR SRU $O & HP FDPDGDV GH VROR QR LQtFLR H DSyV QRYH DQRV QR VLVWHPD GH LQWHJUDomR VRMD ERYLQRVGHFRUWH E,QGLFDGRUHVGDGLVSRQLELOLGDGHGHQXWULHQWHV 2VWHRUHVGHPDWpULDRUJkQLFDGHIyVIRURHGHSRWiVVLRGLVSRQtYHLV0HKOLFKIRUDPGLIHUHQFLDGRV QRWHPSRHHPUHODomRjVLQWHQVLGDGHVGHSDVWHMR)LJXUD$VVLPHQTXDQWRRVWHRUHVGHPDWpULD RUJkQLFD DXPHQWDUDP GH IRUPD JUDGXDO FRP R WHPSR H FRP D GLPLQXLomR GD LQWHQVLGDGH GH SDVWHMR )LJXUD$RVGHIyVIRURWLYHUDPXPDXPHQWRDFHQWXDGRDSyVQRYHDQRVGHFRQGXomRGRVLVWHPD HPDPEDVDVSURIXQGLGDGHV)LJXUD%2PDLRUDXPHQWRGHVVHVDWULEXWRVQDFDPDGDVXSHU¿FLDOGR VROR GHYHVH DR HIHLWR DFXPXODWLYR GD GHSRVLomR GH UHVtGXRV H GD DGXEDomR DR ORQJR GRV DQRV VRE SODQWLRGLUHWR2VWHRUHVGH.GLVSRQtYHOHQWUHWDQWRGLPLQXtUDPFRPRWHPSRSULQFLSDOPHQWHQDFDPDGD VXSHU¿FLDOVHQGRRGHFUpVFLPRPHQRUQDDXVrQFLDGRVDQLPDLVHPDPEDVDVFDPDGDVGHVROR)LJXUD &0HVPRDVVLPRVWHRUHVVHPDQWLYHUDPDFLPDGRQtYHOFUtWLFRPJNJHVWDEHOHFLGRSHOD&4)6 566&SDUD DVRMD QHVVH WLSRGHVROR &7&S+ ! FPROFNJ 1HVWH FRQWH[WR ¿FD FODUR TXH PHVPRFRPXPEDODQoRGHSRWiVVLRQHJDWLYRGHIRUPDSURSRUFLRQDODRDXPHQWRGDORWDomRDQLPDOHj GHPDQGDHOHYDGDGDVRMDSRU.,WHPRVUHQGLPHQWRVGDFXOWXUDQmRIRUDPDIHWDGRV7DEHOD XPDYH]TXHRVQtYHLVGHVVHQXWULHQWHQRVRORVHPDQWLYHUDPHOHYDGRVDSyVDQRVQRVLVWHPD 0DWpULDRUJkQLFD &DPDGDFP )LJXUD7HRUGHPDWpULDRUJkQLFD$GHIyVIRUR%HGHSRWiVVLR&GLVSRQtYHLV0HKOLFKQR LQtFLRHDSyVQRYHDQRVQRVLVWHPDGHLQWHJUDomRVRMDERYLQRVGHFRUWH $DGXEDomRIRLDPHVPDHPWRGRVRVWUDWDPHQWRV,WHP$SDUWLUGRVPDSDVGHGLVWULEXLomRGRV WHRUHVGHVVHVQXWULHQWHVSRUDPRVWUDJHPVLVWHPiWLFDHJHRUUHIHUHQFLDGDHPJUDGHUHWLFXODGDFKHJRXVH jGLVWULEXLomRGHIUHTXrQFLDGHIDL[DVGHLQWHUSUHWDomRVHJXQGRD&4)6566&DSUHVHQWDGDQD 7DEHOD2VWHRUHVGHPDWpULDRUJkQLFDPpGLRHPGDiUHDGHIyVIRURGLVSRQtYHODFLPDQRQtYHO FUtWLFRHPGDiUHDHGHSRWiVVLRGLVSRQtYHODFLPDGRQtYHOFUtWLFRHPGDiUHDHQVHMDPj UHFRPHQGDomRFRQIRUPHD&4)6566&GHDNJGH1KDSDUDDSDVWDJHPD]HYpP DYHLDSUHWDGHNJGH32KDHNJGH.2KDSDUDXPDH[SHFWDWLYDGHSURGXWLYLGDGHGHWKD GHJUmRVGHVRMD(VWDUHFRPHQGDomRpPXLWRSUy[LPDGDTXHODXWLOL]DGDQD)D]HQGDGR(VSLQLOKR 7DEHOD'LVWULEXLomRGDVIDL[DVGHWHRUHVGHPDWpULDRUJkQLFDIyVIRURHSRWiVVLRGLVSRQtYHLV QR VROR QD iUHD H[SHULPHQWDO H UHFRPHQGDo}HV GH DGXEDomR SDUD D H[SHFWDWLYD GH UHQGLPHQWR GH D]HYpPDYHLD H GH JUmRV GH VRMD &4)6 566& QR VLVWHPD GH LQWHJUDomRVRMDSHFXiULDGHFRUWH Mat. orgânica Faixa Área Nitrogênio N – kg ha-1 Fósforo Faixa Potássio Área P2O5 Área K2O % kg/ha % kg/ha % 4 t/ha 6 t/ha Baixa 0 70 100 Média 1 90 2 125 Média 99 40 70 Alta 86 60 80 95 Alta 1 20 50 M. alta 13 !60 18 !95 0pWRGR0HKOLFK&ROHWDHPQRYHPEURGH $SDUWLUGRVPDSDVGHGLVWULEXLomRGDVSODFDVGHHVWHUFR)LJXUDHGDUHVSHFWLYDDQiOLVHGR VRORIRUDPHODERUDGRVPDSDVGHGLVWULEXLomRGHSRWiVVLRGLVSRQtYHOLQWHQVLGDGHPRGHUDGDGHSDVWHMR )LJXUD 9HUL¿FDVH XPD JUDQGH YDULDomR QRV WHRUHV GHVVH QXWULHQWH QR VROR H XPD FRLQFLGrQFLD HQWUH D FRQFHQWUDomR GH DPEDV GH HVWHUFR H GH SRWiVVLR 'D PHVPD IRUPD YHUL¿FRXVH UHODomR SRVLWLYDHQWUHDFRQFHQWUDomRGHSODFDVGHHVWHUFR D GLVSRQLELOLGDGH GH QXWULHQWHV QR VROR 7DEHOD H R UHQGLPHQWR GD VRMD )LJXUD 3UHVVXSRQGR TXHDVGHMHo}HVGHHVWHUFRHGHXULQDGRVERYLQRV VHMDP VLPXOWkQHDV H QR PHVPR ORFDO RV WHRUHV GH SRWiVVLR QR VROR HVWDULDP PDLV DVVRFLDGRV j GLVSRVLomR GD XULQD GR TXH SURSULDPHQWH DR HVWHUFRSRLVPDLVGHGRSRWiVVLRpH[SHOLGR QDXULQD 2V WHRUHV GH FiOFLR H GH PDJQpVLR HUDP LQLFLDOPHQWH HOHYDGRV 7DEHOD EHP DFLPD GRV FRQVLGHUDGRV FUtWLFRV SDUD DV FXOWXUDV &4)6 566& 0HVPR DVVLP DXPHQWDUDP SULQFLSDOPHQWHRVGHPDJQpVLRWURFiYHOHPWRGDV )LJXUD 'LVWULEXLomR GH . GLVSRQtYHO HP DVFDPDGDVFRPRWHPSRGHFRQGXomRGRWUDEDOKR IXQomR GD GLVWULEXLomR GDV SODFDV GDGRVQmRDSUHVHQWDGRV,VWRGHFRUUHGRHIHLWRGD GH HVWHUFR )LJXUD HP iUHD GH FDODJHPPHVPRDSyVDQRVGHVXDDSOLFDomR 5HVVDOWDVHTXHGHPDQHLUDJHUDOHPFRQGLo}HV SDVWHMRPRGHUDGR1RYHPEUR GHSDVWHMRHVVHVYDORUHVVmRPDLVHOHYDGRVHVSHFLDOPHQWHQDFRQGLomRGHSDVWHMROHYHFP(VVHV UHVXOWDGRVVmRLQGLFDWLYRVGHTXHRSDVWHMRSRVVDHVWDUFRQWULEXLQGRSDUDDUHFLFODJHPGHVVHVQXWULHQWHV PDQWHQGRRVPDLVWHPSRQRVLVWHPDHPUHODomRjFRQGLomRGHDXVrQFLDGHDQLPDLVQDSDVWDJHP 1RVDWULEXWRVELROyJLFRV (P VLVWHPDV GH LQWHJUDomR ODYRXUDSHFXiULD HP DGLomR DRV UHVtGXRV GDV SODQWDV FXOWXUD FRPHUFLDOHGHFREHUWXUDDVH[FUHo}HVGRVDQLPDLVQDIRUPDGHHVWHUFRHGHXULQDDIHWDPDDWLYLGDGH ELROyJLFDGRVRORSULQFLSDOPHQWHSUy[LPRD]RQDUDGLFXODUGHQRPLQDGDGHUL]RVIHUD4XDQGRDSDVWDJHP p FRQVWLWXtGD SRU JUDPtQHDV Ki PDLRU TXDQWLGDGH GH UDt]HV )LJXUD TXH SURPRYHP DXPHQWR QD SURSRUomRGHVRORUL]RVIpUULFR2SDVWHMRSURYRFDOLEHUDomRGHFRPSRVWRVRUJkQLFRVQDVXSHUItFLHGDV UDt]HV TXH WDPEpP HVWLPXODP D DWLYLGDGH H D ELRPDVVD PLFURELDQD GR VROR %06 TXH XWLOL]D HVVHV FRPSRVWRV FRPR IRQWH GH FDUERQR $VVLP IRL SURSRVWR TXDQWL¿FDU HVVHV HIHLWRV LQÀXHQFLDGRV SHODV GLIHUHQWHVLQWHQVLGDGHVGHSDVWHMRTXHSRUVXDYH]UHVXOWDPHPTXDQWLGDGHVGLIHUHQFLDGDVGHUHVtGXRV GRVGLYHUVRVFRPSDUWLPHQWRVGRVLVWHPDXPDYH]TXHHVVDVDYDOLDo}HVIRUDPHIHWXDGDVHPGLIHUHQWHV pSRFDVGXUDQWHRFLFORGHSDVWHMRGH 'H IRUPD JHUDO D DWLYLGDGH PLFURELDQD DXPHQWD FRP D LQWHQVLGDGH GH SDVWHMR )LJXUD ' HVWDQGR GLUHWDPHQWH UHODFLRQDGD FRP D TXDQWLGDGH GH UHVtGXRV QR VROR UDt]HV H QD VXD VXSHUItFLH HVWHUFR'HDOJXPDIRUPDLVWRVHUHÀHWHQRVWHRUHVGHFDUERQR&%0)LJXUD$GHQLWURJrQLR1 %0)LJXUD%HQDELRPDVVDPLFURELDQD)LJXUD&FRPPHQRUYDULDomRSDUDRVGRLV~OWLPRV $UHVSLUDomREDVDOPLFURELDQDpHVWLPXODGDSHODVPDLRUHVLQWHQVLGDGHVGHSDVWHMRRTXHID] SHQVDUTXHDELRPDVVDPLFURELDQDHVWHMDGLVSHQGHQGRFDUERQRSDUDVHPDQWHURXVHMDXPDVLWXDomR WtSLFD GH HVWUHVVH 1R HQWDQWR D TXDQWL¿FDomR GD ELRPDVVD PLFURELDQD PRVWURX UHODomR SRVLWLYD FRP DVLQWHQVLGDGHVGHSDVWHMR4XDQWRPHQRUDDOWXUDGHPDQHMRPDLRUDELRPDVVDPLFURELDQD HPJ&NJGHVRORUHVSHFWLYDPHQWHSDUD63HFPGHDOWXUD1RVVLVWHPDVGH,/3 DOpPGRDXPHQWRGRVUHVtGXRVGRVDQLPDLVRFRUUHLQFUHPHQWRGRVDSRUWHVGHELRPDVVDFRPRSDVWHMR DXPHQWDQGRSRUWDQWRDELRPDVVDPLFURELDQDFRPRDF~PXORGHUHVtGXRVRUJkQLFRV 2XWUR LQGLFDGRU LPSRUWDQWH p R TXRFLHQWH PHWDEyOLFR T&2 TXH p D UHODomR HQWUH FDUERQR UHVSLUDGRHFDUERQRLPRELOL]DGRQDELRPDVVDPLFURELDQD2VUHVXOWDGRVUHJLVWUDGRVSDUDHVVDYDULiYHO IRUDPHPJ&2PJ&GLD[UHVSHFWLYDPHQWHSDUD63HFPGH DOWXUD&RPRVHSRGHFRQFOXLUQmRKiHIHLWRGRPDQHMRGRSDVWR$VVLPPHVPRHPVLWXDo}HVDGYHUVDV RVLVWHPDGHLQWHJUDomRODYRXUDSHFXiULDHPLQWHQVLGDGHVPRGHUDGDVGHSDVWHMRFRQVHJXHPDQWHURV WHRUHVGHQXWULHQWHVGD%06HPQtYHLVLJXDLVRXVXSHULRUHVjViUHDVQmRSDVWHMDGDV % ,QWHQVLGDGHGH SDVWHMR ,QWHQVLGDGHGH SDVWHMR 3DVWHMROHYH & ,QWHQVLGDGHGH SDVWHMR 6HPSDVWHMR 5HVSLUDomRPLFURELDQD PJNJ GLD GH&&2 QRVROR $ 1PLFURELDQRPJGP &PLFURELDQRPJ&NJ GHVROR 3DVWHMRPRGHUDGR %LRPDVVDPLFURELDQDPJ&NJ 3DVWHMRLQWHQVR ' ,QWHQVLGDGHGH SDVWHMR )LJXUD&DUERQR$QLWURJrQLR%ELRPDVVDPLFURELDQD&HUHVSLUDomRPLFURELDQD'QD FDPDGDGHDFPGRVRORQRVLVWHPDGHLQWHJUDomRVRMDERYLQRVGHFRUWH 0HGLGDVTXHUHODFLRQDPDSHUGDGHFDUERQRHTXHSHUPLWHPDYDOLDUVHGHWHUPLQDGRPDQHMRHVWD SURYRFDQGR HVWUHVVH VmR LPSRUWDQWHV QR SURFHVVR GH DYDOLDomR GD VXVWHQWDELOLGDGH GR VROR ¬ PHGLGD TXHD%06VHWRUQDPDLVH¿FLHQWHPHQRVFDUERQRpSHUGLGRFRPR&2SHODUHVSLUDomRHXPDIUDomR VLJQL¿FDWLYD p LQFRUSRUDGD DR WHFLGR PLFURELDQR FRPR RFRUUH QDV LQWHQVLGDGHV PRGHUDGDV GH SDVWHMR 'HVWDIRUPDVRORVFRPEDL[RT&2HVWDULDPPDLVSUy[LPRVDRHVWDGRGHHTXLOtEULRLQFRUSRUDQGRFDUERQR QDELRPDVVDPLFURELDQDHFRQWULEXLQGRSDUDDUHGXomRGHFDUERQRQDDWPRVIHUDRXVHMDVHTXHVWUDQGR FDUERQR 1RVHVWRTXHVHIUDo}HVGDPDWpULDRUJkQLFDQLWURJrQLRHIyVIRUR D(VWRTXHVGHFDUERQRHGHQLWURJrQLR 2VHVWRTXHVGHFDUERQRRUJkQLFRWRWDO&27HGHQLWURJrQLRWRWDO17QRVRORWLYHUDPDXPHQWR VLPLODUHQWUHDVLQWHQVLGDGHVGHSDVWHMRGHVGHDLQVWDODomRGD,/3DWpRWHUFHLURDQR)LJXUD$XPHQWRV GHVVHVHVWRTXHVQRVDQRVLQLFLDLVVmRHVSHUDGRVLQGHSHQGHQWHPHQWHGDLQWHQVLGDGHGHSDVWHMRSHOD DSOLFDomRGH1QDSDVWDJHPGHLQYHUQRHSHODLQVHUomRGRDQLPDOQDViUHDVSDVWHMDGDV )LJXUD(VWRTXHVGHFDUERQRRUJkQLFRWRWDO$HQLWURJrQLRWRWDO%QDFDPDGDGHDFP GRVRORQRVLVWHPDGHLQWHJUDomRVRMDERYLQRVGHFRUWH ,QÀXrQFLD GDV LQWHQVLGDGHV GH SDVWHMR QR &27 H 17 RFRUUHP FRP R WHPSR )LJXUD HP IXQomR GDV DGLo}HV GLIHUHQFLDGDV GRV UHVtGXRV UHVXOWDQWHV GR PDQHMR GD SDVWDJHP +RXYH DXPHQWR FRQWtQXRQRVHVWRTXHVGH&27GRSULPHLURSDUDRQRQRDQR)LJXUD$HGRSULPHLURDRVH[WRDQR SDUD17)LJXUD%HPWRGDVDVLQWHQVLGDGHV GH SDVWHMR FRP H[FHomR GR SDVWHMR PDLV LQWHQVR 3 1HVWHWUDWDPHQWRR&27GHFUHVFHXVXEVWDQFLDOPHQWHDSyVRWHUFHLURDQRHR17DSDUWLUGRVH[WR DQR(VSHUDYDVHFRPRRFRUUHXFRPDVLQWHQVLGDGHVOHYHVDPRGHUDGDVGHSDVWHMRWLYHVVHPDXPHQWRV PHQRVSURQXQFLDGRVHPUHODomRDRVREVHUYDGRVQRLQLFLRGDDGRomRGRVLVWHPDXPDYH]TXHKiXP OLPLWHGHDF~PXORGHPDWpULDRUJkQLFDSDUDRVVRORVHPJHUDO3RURXWURODGRDVSHUGDVQRVHVWRTXHV GH&27H17QDDOWDLQWHQVLGDGHGHSDVWHMRGHYHPFRQWLQXDURFRUUHQGRSHODPHQRUDGLomRGHUHVtGXRV QRVLVWHPDSHODH[SRUWDomRQRVSURGXWRVFRPHUFLDLVJHUDGRVFDUQHHJUmRVGHVRMDHSHODVSHUGDV YLD UHVSLUDomR PLFURELDQD TXH VmR VXSHULRUHV jV YHUL¿FDGDV QDV GHPDLV LQWHQVLGDGHV GH PDQHMR GD SDVWDJHP)LJXUD' $VVLPFRPRRFRUUHXSDUDR&27)LJXUDKRXYHDF~PXORGRFDUERQRRUJkQLFRWRWDOQDIUDomR SDUWLFXODGDHPWRGDVDVLQWHQVLGDGHVGHSDVWHMRDWpRWHUFHLURDQRGHDGRomRGRVLVWHPD)LJXUD$ $SDUWLUGHVVHSRQWRQRWUDWDPHQWRVHPSDVWHMRHVVDVIUDo}HVDXPHQWDUDPDWpRVpWLPRDQRHGHSRLV GHFUHVFHUDP2VSDVWHMRVPRGHUDGRVSHUPDQHFHUDPHVWiYHLVQRWHPSRHQTXDQWRQRSDVWHMRLQWHQVR RV HVWRTXHV GHFUHVFHUDP FRQWLQXDPHQWH 2 HVWRTXH GH QLWURJrQLR QD IUDomR SDUWLFXODGD )LJXUD % DSUHVHQWRXRVFLODo}HVFRPYDORUHVEDL[RVQRVH[WRDQRQRWUDWDPHQWRVHPSDVWHMRHDOWRQRSDVWHMR PDLVLQWHQVRQRWHUFHLURDQRRTXHHVWiHPGHVDFRUGRFRPRVGDGRVGH&27H17 )LJXUD (VWRTXHV GH FDUERQR RUJkQLFR SDUWLFXODGR $ H QLWURJrQLR QD PDWpULD RUJkQLFD SDUWLFXODGD%QDFDPDGDGHDFPGRVRORQRVLVWHPDGHLQWHJUDomRVRMDERYLQRV GHFRUWH $GLPLQXLomRGHDPEDVDVIUDo}HVWRWDOHOiELOQRSDVWHMRPDLVLQWHQVRVHGHYHjDOWDDWLYLGDGH PLFURELDQD)LJXUD'HDREDL[RDSRUWHGHUHVtGXRGRSDVWR)LJXUDSUHMXGLFDGRSHODEDL[DDGXEDomR QLWURJHQDGDQRH[SHULPHQWRGHNJKD$OpPGLVWRHVVHWUDWDPHQWRFPMiYLQKDVRIUHQGRLQÀXrQFLD GDH[SRUWDomRSHORVSURGXWRVFRPHUFLDLVJHUDGRVFDUQHHJUmRVFRPGLPLQXLomRGHWKDGH&QR SHUtRGRGHPRQVWUDQGRTXHHVVDLQWHQVLGDGHGHSDVWHMRQmRHVWiVHQGRVXVWHQWiYHO$IUDomR SDUWLFXODGDpDPDLVOiELOGDPDWpULDRUJkQLFDHWLGDFRPRXPH¿FLHQWHLQGLFDGRUGRPDQHMRDGRWDGRQR VROR'DPHVPDIRUPDDLQWHQVLGDGHGHSDVWHMRWDPEpPLQÀXHQFLDDPDVVDGHUDt]HVTXHWHPVLGR SRUpPLQYHUVDPHQWHSURSRUFLRQDOjDOWXUDGRSDVWR)LJXUDeGHVHMiYHOTXHRVRORDSUHVHQWHXPD IUDomRFRQVLGHUiYHOGH&023SRLVDVVLPHVWDUiJDUDQWLQGRÀX[RGH&SDUDRVRORHDVVLPPDQWHUD VXDDWLYLGDGHELROyJLFD E)RUPDVHIUDo}HVGHIyVIRUR $H[HPSORGRTXHRFRUUHXFRPR3GLVSRQtYHO)LJXUD%WDPEpPKRXYHDXPHQWRQRHVWRTXHGH IyVIRURDRORQJRGRSHUtRGRH[SHULPHQWDO)LJXUDFRPGLPLQXLomRGRLQFUHPHQWRFRPDLQWHQVLGDGHGH SDVWHMR 2V DQLPDLV IXQFLRQDP HQWmR FRPR DFHOHUDGRUHV GR SURFHVVR GH FLFODJHP GHVVH QXWULHQWH$VXDGLQkPLFDQRVROR HP LQWHJUDomR FRP D SHFXiULD SDVVDDVHUPDLVFRPSOH[DGHYLGR DR FRPSDUWLPHQWR RUJkQLFR FDUERQRRUJkQLFRTXHDXPHQWD FRPRWHPSR)LJXUD$HDR UHVSHFWLYRSURFHVVRGHFLFODJHP GRV UHVtGXRV $SHVDU GLVVR R DXPHQWR GR HVWRTXH GHVVH )LJXUD(YROXomRGRVHVWRTXHVGHIyVIRURQDFDPDGDGH± QXWULHQWH QD FDPDGD GH D FPVRORGRLQtFLRHDSyVVHLVDQRVQRVLVWHPDGH FP RFRUUHX SUHGRPLQDQWHPHQWH QD IRUPD LQRUJkQLFD HP VXD LQWHJUDomRVRMDERYLQRVGHFRUWH IUDomRPRGHUDGDPHQWHOiELOXPDYH]TXHDIRUPDRUJkQLFDSHUPDQHFHXLQDOWHUDGDHQWUHDVLQWHQVLGDGHV GHSDVWHMRQHVVDFDPDGD$XPHQWRVQDIRUPDRUJkQLFDVRPHQWHRFRUUHUDPQDFDGDVXSHU¿FLDOGHD FP(VVDSUHGRPLQkQFLDJHRTXtPLFDQRFLFORELRJHRTXtPLFRGHULYDGDJUDQGHD¿QLGDGHGRIyVIRURFRP RVFRPSRQHQWHVPLQHUDLVHVSHFLDOPHQWHGRVy[LGRVGHIHUURHPDEXQGkQFLDQHVVHVROR 1DFLFODJHPHQREDODQoRGHQXWULHQWHV (QWHQGHVHDFLFODJHPFRPRRPRYLPHQWRÀX[RGRVQXWULHQWHVHQWUHRVGLYHUVRVFRPSDUWLPHQWRV DWPRVIHUDSODQWDDQLPDOVROR GR VLVWHPD GH SURGXomR HP XPD VpULH GH SURFHVVRV QRV UHVSHFWLYRV FLFORVELRJHRTXtPLFRV1HVVHFRQWH[WRDFLFODJHPHDUHFLFODJHPHQYROYHPDPHGLomRGDTXDQWLGDGH HGDYHORFLGDGHGHWUDQVIHUrQFLDGHQXWULHQWHVGHXPFRPSDUWLPHQWRSDUDRXWURÀX[RVHWD[DVFKHJDQGR VH¿QDOPHQWHDRVHXEDODQoRQRVLVWHPD2SOHQRFRQKHFLPHQWRGDFLFODJHPpLPSRUWDQWHSDUDRXVR H¿FLHQWH GRV QXWULHQWHV GR VROR GRV UHVtGXRV H GRV IHUWLOL]DQWHV$VVLP VHQGR p QHFHVViULR FRQKHFHU D VLQFURQLD GH VXD GLVSRQLELOL]DomR SHODV GLIHUHQWHV IRQWHV FRP D GHPDQGD GD FXOWXUD LQVWDODGD SDUD HVWDEHOHFHU D DGXEDomR FRP IRFR QR VLVWHPD $ FLFODJHP QR FRQWH[WR GHVWH WUDEDOKR VH UHIHUH DR GHVDSDUHFLPHQWRGRVUHVtGXRVGDSDUWHDpUHDGRSDVWRGRHVWHUFRERYLQRHGDSDUWHDpUHDGDVRMDHP VDFRV GH GHFRPSRVLomR OLWWHU EDJV QR FDPSR H D FRQVHTHQWH OLEHUDomR GR IyVIRUR H GR SRWiVVLR$ TXDQWLGDGHGHVVHVUHVtGXRVSURGX]LGRVHPXPFLFORGHVRMDSDVWHMRHVWiDSUHVHQWDGDQD7DEHOD 7DEHOD4XDQWLGDGHGHUHVtGXRVSURGX]LGRVQRVGLIHUHQWHVFRPSDUWLPHQWRVGHXPFLFORSDVWDJHP VRMD-XQKRDPDLR Resíduos Pasto Esterco Caules de soja Folhas de soja TOTAL Alturas de manejo (cm) Sem pastejo 10 20 30 40 ------------------------------------------- t/ha ---------------------------------------1,33 3,24 4,64 6,24 6,14 1,34 0,90 0,69 0,57 0,00 2,71 2,81 2,87 2,56 2,87 2,09 2,39 2,59 2,56 2,85 7,47 9,34 10,79 11,93 11,86 $TXDQWLGDGHGHIyVIRURHGHSRWiVVLRQRVUHVtGXRVDGHFRPSRUGHWHUPLQDGDSHODTXDQWLGDGH GHUHVtGXRVQR¿QDOGRFLFOR7DEHODHGRVHXWHRUHPQXWULHQWHVYDULDFRPRUHVtGXRHFRPRPDQHMR GRJDGRQRSDVWR7DEHOD(ODpPDLRUSDUDRSRWiVVLRHPUHODomRDRIyVIRUR(PUHODomRjVIRQWHV HQTXDQWRQRVUHVtGXRVGRSDVWHMRDPDJQLWXGHYDULDFRPRPDQHMRQDVRMDQmRKiGLIHUHQoD1RUHVtGXR GRSDVWRKRXYHGLPLQXLomRFRPRDXPHQWRGDLQWHQVLGDGHGHSDVWHMR-iQRHVWHUFRRFRUUHXRLQYHUVRLVWR pKRXYHDXPHQWRFRPDLQWHQVLGDGHGHSDVWHMRFRPYDORUHVGHWHUPLQDGRVSHODUHVSHFWLYDTXDQWLGDGH GRVUHVtGXRVSURGX]LGRV 7DEHOD4XDQWLGDGHGHIyVIRUR3HGHSRWiVVLR.QRVGLIHUHQWHVUHVtGXRVGDVFXOWXUDVHGR HVWHUFRQRVLVWHPDGHLQWHJUDomRVRMDERYLQRVGHFRUWH Pastejo cm 10 20 30 40 SP P K P K P K P K --------------------------------------------kg/ha----------------------------------------------Res. pasto 4 6 10 15 18 16 39 62 86 85 Res. esterco 13 12 12 11 - 9 7 7 6 - Res. folhas soja 4 4 4 5 6 26 34 33 36 37 Res. caule soja 4 5 5 4 5 31 30 32 30 42 &ROHWDGRHPQRYHPEURGH&ROHWDGRHPPDLRGH $GLQkPLFDGHGHFRPSRVLomRGRVUHVtGXRVpSRUVXDYH]GHWHUPLQDGDSHODQDWXUH]DIRUPD GHVHXVFRQVWLWXLQWHVDVVLPGHQRPLQDGRVOiELOHUHFDOFLWUDQWHLVWRpGHIiFLOHGHGLItFLOGHFRPSRVLomR UHVSHFWLYDPHQWHGHWHUPLQDGRVSHOREDL[RHHOHYDGRWHRUGHFHOXORVHHOLJQLQD$GHFRPSRVLomRGHVVDV IRUPDV OiELO H UHFDOFLWUDQWH H D FRQVHTHQWH OLEHUDomR GH QXWULHQWHV VHUi FRQFRPLWDQWH RX GH IRUPD VHSDUDGDSULPHLURDOiELOHGHSRLVDUHFDOFLWUDQWHHLGHQWL¿FDGDSHORDMXVWHGHHTXDo}HVQmROLQHDUHV 2WHPSRGHPHLDYLGD7WHPSRSDUDOLEHUDUDPHWDGHGRQXWULHQWHGRUHVtGXRWHPVLGRXWLOL]DGRSDUD FRPSDUDURVHIHLWRVGRPDQHMRGRVLVWHPDQDOLEHUDomRGRVQXWULHQWHVGRVGLIHUHQWHVFRPSDUWLPHQWRV 1HVVDSHUVSHFWLYDTXDQGRRDMXVWHGDVIXQo}HVIRUPDLRUSDUDDGHFRPSRVLomRVHSDUDGDUHVXOWDUiHP XP~QLFR7IUDomROiELOHTXDQGRRDMXVWHLQGLFDGHFRPSRVLomRFRQMXQWDUHVXOWDUiHPGRLV7IUDomR OiELOHUHFDOFLWUDQWH 3DUD R IyVIRUR 7DEHOD H[FHomR SDUD VXD OLEHUDomR GDV IROKDV GD VROMD GHFRPSRVLomR VHSDUDGDSULPHLURDIUDomROiELORPDLRUDMXVWHRFRUUHXSDUDDGHFRPSRVLomRFRQMXQWDGRVFRQVWLWXLQWHV OiEHLV H UHFDOFLWUDQWHV 2 WHPSR GH PHLD YLGD 7 GD IUDomR UHFDOFLWUDQWH GRV GLIHUHQWHV UHVtGXRV p HOHYDGRVHQGRHQWUHWDQWRPHQRUQDVIROKDVGHVRMDDGLDVVHJXLGRGRHVWHUFRD GLDV H GR SDVWR D GLDV LQGLFDQGR VHU R VXSULPHQWR GHVVD IRUPD VRPHQWH LPSRUWDQWH QR FLFORVXEVHTHQWHGDSUySULDFXOWXUD$GHFRPSRVLomRGDIUDomROiELOHQWUHWDQWRpUiSLGDSDUDWRGRVRV UHVtGXRVVHQGRSRUpPPHQRUSDUDRHVWHUFRDGLDVVHJXLGRGDVIROKDVGHVRMDDGLDV GRUHVtGXRGRSDVWRDGLDVHSRU¿PGRFDXOHGDVRMDDGLDV(QWUHWDQWRHVVDIUDomR OiELOUHSUHVHQWDVRPHQWHHGRWRWDOGRIyVIRURQDVIROKDVGHVRMDQRSDVWRHQRHVWHUFR UHVSHFWLYDPHQWH1RFDVRGRVFDXOHVGDVRMDRWHPSRGHPHLDYLGDFRQVLGHUDQGRRDMXVWH~QLFRSDUDD IUDomROiELOpUHODWLYDPHQWHHOHYDGRDGLDV2WHPSRGHPHLDYLGDPDLVEDL[RSDUDDOLEHUDomRGH IyVIRURGHVVDVIUDo}HVOiEHLVHVWiUHODFLRQDGRDRPHQRUWHRUGHOLJQLQDHPUHODomRjIUDomRUHFDOFLWUDQWH 7DEHOD7HPSRGHPHLDYLGD7GHIyVIRURHPIUDo}HVHUHVtGXRVQRVLVWHPDGHLQWHJUDomRVRMD ERYLQRVGHFRUWH Resíduo Pastagem(1) Esterco bovino(1) Soja - folhas(2) Soja - caules(2) Fração Lábil Recalcitrante Lábil Recalcitrante Lábil Recalcitrante Lábil Alturas de manejo Sem pastejo 10 20 30 40 --------------------------------dias---------------------------------25 13 13 40 25 462 175 582 422 302 10 5 15 16 303 179 266 294 16 18 23 18 18 145 142 149 142 142 58 58 61 58 66 &ROHWDGRHPQRYHPEURGH&ROHWDGRHPPDLRGH 1D OLEHUDomR GH SRWiVVLR GRV GLIHUHQWHV UHVtGXRV 7DEHOD IRL FRQVLGHUDGR XQLFDPHQWH R DMXVWHSDUDDIUDomROiELOXPDYH]TXHRPHVPRQmRID]SDUWHGHFRQVWLWXLQWHVHVWUXWXUDLVGRVUHVtGXRV HpUDSLGDPHQWHGLVSRQLELOL]DGR,VWRSRGHVHUYHUL¿FDGRSHORWHPSRGHPHLDYLGDEDVWDQWHEDL[RSDUD WRGDVDVIRQWHVIROKDVGHVRMDGLDVHVWHUFRGLDVFDXOHVGHVRMDGLDVHUHVtGXRGR SDVWRGLDVVHQGRHPWRGRVRVFDVRVSRXFRDIHWDGRSHODLQWHQVLGDGHGHSDVWHMRRTXHLQGLFDD VXDOLEHUDomRLPHGLDWDSDUDDSUySULDFXOWXUDSDVWDJHPHVRMD $WD[DGHOLEHUDomRGRVQXWULHQWHVGHSHQGHHQWmRGDFRPSRVLomRHPFHOXORVHKHPLFHOXORVH HOLJQLQDVHQGRPDLRUQDVIROKDVGHVRMDHQRHVWHUFRERYLQR$VIROKDVGHVRMDVmRGHGHFRPSRVLomR UiSLGD FRQIRUPH LQGLFD D VXD PHQRU UHODomR &1 D IRUUDJHP VRIUH QR WUDWR GLJHVWLYR DQLPDO XP SURFHVVR GH GHJUDGDomR PHVPR TXH SDUFLDO GD IUDomR UHFDOFLWUDQWH WRUQDQGRD PDLV UDSLGDPHQWH GHJUDGDGDQRVROR 7DEHOD7HPSRGHPHLDYLGD7GHSRWiVVLRHPIUDo}HVHUHVtGXRVQRVLVWHPDGHLQWHJUDomR VRMDERYLQRVGHFRUWH Resíduo Pastagem(1) Esterco bovino(1) Soja - folhas(2) Soja - caules(2) Fração Lábil Lábil Lábil Lábil Alturas de manejo Sem pastejo 10 20 30 40 ------------------------------dias-------------------------------15 18 18 18 15 11 11 12 11 9 9 8 8 8 15 15 12 15 18 &ROHWDGRHPQRYHPEURGH&ROHWDGRHPPDLRGH ,PSDFWRV GDV LQWHQVLGDGHV GH SDVWHMR RFRUUHUDP QD OLEHUDomR GH IyVIRUR GR UHVtGXR GR SDVWR HGRHVWHUFRHQmRGRVUHVtGXRVGHVRMD7DEHODSRLVQmRKRXYHHIHLWRVGDLQWHQVLGDGHGHSDVWHMR QDFXOWXUDGHVRMD7DEHOD$WD[DGHVXDGHFRPSRVLomRHFRQVHTXHQWHOLEHUDomRpPDLRUQRSDVWHMR PRGHUDGR7DEHOD,VWRLQGLFDTXHQHVVHPDQHMRRUHVtGXRGRSDVWRDSUHVHQWDPHQRUUHODomROLJQLQD QLWURJrQLRIDYRUHFHQGRDDWLYLGDGHPLFURELDQD,WHP(VVHHIHLWRGRSDVWHMRQmRpREVHUYDGRSDUD RSRWiVVLRSRLVRPHVPRVHHQFRQWUDQDIRUPDOLYUHQDSODQWDHUDSLGDPHQWHOLEHUDGRSHORVRORFRPR YHUL¿FDGRHPWRGRVRVUHVtGXRV7DEHOD $SDUWLFLSDomRGDFLFODJHPGRVUHVtGXRVHPIRUQHFHUQXWULHQWHVSDUDDFXOWXUDDVHULQVWDODGD HPVXFHVVmRSRGHVHUHVWLPDGDSRUVXDOLEHUDomRQRWHPSR$VVLPDOLEHUDomRDFXPXODGDGHIyVIRURGR UHVtGXRGRSDVWRPDLVGRHVWHUFR)LJXUD$SDUDDVRMDRFRUUHXQDVHJXLQWHRUGHPGRVWUDWDPHQWRV FP ! 63 ! FP ! FP ! FP VHQGR GH H NJKD UHVSHFWLYDPHQWH (VVDVTXDQWLGDGHVVmRSHTXHQDVHPUHODomRjLQGLFDGDGHNJKDSDUDXPDSURGXWLYLGDGHGHVRMD GHWKDSRUpPpEDVWDQWHLPSRUWDQWHQDIDVHGHHVWDEHOHFLPHQWRTXHRFRUUHHPWRUQRGHGLDV GDUHWLUDGDGRVDQLPDLVGRSDVWRFRPTXDQWLGDGHVOLEHUDGDVHQWUHFPDFPNJKD &RQVLGHUDQGRTXHRIyVIRURVHHQFRQWUDQDIRUPDRUJkQLFDQRVUHVtGXRVDVXDOHQWDOLEHUDomRGLPLQXL D SRVVLELOLGDGH GH VXD UHWHQomR DRV y[LGRVKLGUy[LGRV GH )H H$O R TXH OHYD D XPD XWLOL]DomR PDLV H¿FLHQWHSHODVSODQWDV )LJXUD/LEHUDomRDFXPXODGDGHIyVIRUR$HGHSRWiVVLR%GRUHVtGXRGRSDVWRHGRHVWHUFR DRORQJRGRWHPSRGHVXDGHFRPSRVLomR $ OLEHUDomR DFXPXODGD GH SRWiVVLR SHORV UHVtGXRV GH SDVWDJHP H GR HVWHUFR )LJXUD % p UiSLGD H VHJXLX XP SDGUmR PXLWR VHPHOKDQWH HQWUH DV LQWHQVLGDGHV GH SDVWHMR$V TXDQWLGDGHV WRWDLV OLEHUDGDVDRORQJRGRWHPSRIRUDPHOHYDGDVVHQGRPDLRUQDiUHD63FRPNJKDQRSDVWHMROHYH FPFRPNJKDHQRSDVWHMRPRGHUDGRFPFRPNJKDVHJXLGRVGHSDVWHMRPRGHUDGR FPFRPNJKDHGRSDVWHMRLQWHQVRFPFRPNJKD(VVDVTXDQWLGDGHVVmRUHOHYDQWHV UHSUHVHQWDQGRGHDGDTXDQWLGDGHGHNJKDSDUDXPDSURGXWLYLGDGHGHWKDGHJUmRV GHUVRMD&4)6566&eLPSRUWDQWHWDPEpPFRQVLGHUDUTXHHPIXQomRGDUiSLGDOLEHUDomRGH SRWiVVLRGRVUHVtGXRVTXDQWLGDGHVHOHYDGDVGHNJKDQRSDVWHMRLQWHQVRDNJKDQRVHPSDVWHMR HSDVWHMROHYHFPVmRGLVSRQLELOL]DGDVQDVHPHDGXUDGDVRMD $OLEHUDomRGHIyVIRURGRVUHVtGXRVGDVRMDSDUDDSDVWDJHPpUHODWLYDPHQWHSHTXHQD)LJXUD $ HP UHODomR j GHPDQGD WDQWR QR WRWDO FRPR QR SHUtRGR GH VHX HVWDEHOHFLPHQWR TXH RFRUUH HP WRUQRGHXPPrVDSyVDFROKHLWDGDVRMD(VVDOLEHUDomRSRXFRYDULRXHPIXQomRGRPDQHMRGRSDVWR GHNJKDQRSDVWHMRLQWHQVRDNJKDQRVHPSDVWHMR&RPRUHVXOWDGRKiFRQWULEXLomRGDIUDomR UHFDOFLWUDQWHGRVUHVtGXRVGRSDVWRHGRHVWHUFRWHPSRORQJRGHPHLDYLGDHQmRGRVUHVtGXRVGDVRMD TXHQmRVHGLIHUHQFLDUDPHQWUHDVLQWHQVLGDGHVGHSDVWHMR7DEHOD )LJXUD/LEHUDomRDFXPXODGDGHIyVIRUR$HGHSRWiVVLR%GRUHVtGXRGDVRMDFDXOHPDLV IROKDVHPIXQomRGDLQWHQVLGDGHGHSDVWHMRDRORQJRGRWHPSRGHVXDGHFRPSRVLomR $OLEHUDomRGHSRWiVVLR)LJXUD%IRLHQWUHWDQWRUiSLGDHHPJUDQGHVTXDQWLGDGHVTXHUSDUD RHVWDEHOHFLPHQWRGRSDVWRDRUHGRUGHNJKDTXHUVHMDDRORQJRGRVHXGHVHQYROYLPHQWRFKHJDQGR DNJKDQRSDVWHMRLQWHQVRHDNJKDQRVHPSDVWHMR eLPSRUWDQWHTXHVHUHVVDOWHFRPEDVHQHVVHVUHVXOWDGRVTXHDFRQWULEXLomRGDFLFODJHPGRV UHVtGXRVpXPDLPSRUWDQWHIRQWHGHQXWULHQWHVSDUDDVFXOWXUDV+iHQWmRDQHFHVVLGDGHGHFRQKHFHUD FLQpWLFDGHVXDOLEHUDomRGHIRUPDDVXSULUDQHFHVVLGDGHGRVHDpSRFDGDDGXEDomR3DUDLVVRGHYH VHFRQKHFHURÀX[RGRVQXWULHQWHVHQWUHWRGRVRVFRPSDUWLPHQWRVGRVLVWHPDRUHVtGXRGDSDOKDGDQD VXSHUItFLHHGRVUHVtGXRVTXHVHORFDOL]DPQRSHU¿OGRVRORUDt]HVHKXPXV(PVLVWHPDVGHSURGXomR LQWHJUDGDGHYHVHFRQVLGHUDUDLQGDRFRPSRQHQWHDQLPDOFLFODQGRQXWULHQWHVYLDHVWHUFRHXULQD $ FLFODJHP H R EDODQoR GH SRWiVVLR QR VLVWHPD IRUDP WDPEpP HVWXGDGRV )LJXUD SHOD GHWHUPLQDomRGDVTXDQWLGDGHVGHVVHQXWULHQWHDGLFLRQDGDVDFXPXODGDVQRVGLIHUHQWHVFRPSDUWLPHQWRV VRMD SDVWDJHP H DQLPDLV H H[SRUWDGDV HP XP FLFOR VRMDSDVWHMR $V TXDQWLGDGHV FLFODGDV IRUDPHOHYDGDVHDXPHQWDUDPFRPDLQWHQVLGDGHGHSDVWHMRGHQRWUDWDPHQWRVHPSDVWHMRDNJ KDQRSDVWHMRLQWHQVLYR)LJXUD$VHQGRVXSHULRUHVjVQHFHVVLGDGHVGDVUHVSHFWLYDVFXOWXUDV(PERUD WHQKDRFRUULGRXPDGLPLQXLomRGRQXWULHQWHQRUHVtGXRGDSDVWDJHPGHSDUDNJKDFRPRDXPHQWR GDLQWHQVLGDGHGHSDVWHMRPHVPRDVVLPKRXYHPDLRUFLFODJHPFRPRDXPHQWRGDLQWHQVLGDGHGHSDVWHMR SHORDXPHQWRGDTXDQWLGDGHGHSDVWRTXHSDVVRXSHORWUDWRGLJHVWLYRGRVDQLPDLVGHQRSDVWHMROHYH 3SDUDNJKDQRSDVWHMRLQWHQVLYR3)LJXUD$&RPRDTXDQWLGDGHDGLFLRQDGDGHSRWiVVLR IRLDPHVPDNJKDHDTXDQWLGDGHUHWLUDGDSHODFDUQHHSHORVJUmRVGHVRMDIRLVLPLODUHPWRUQRGH NJKDHPWRGRVRVWUDWDPHQWRVDVGLIHUHQoDVQRVRPDWyULRGHVVHQXWULHQWHQRVFRPSDUWLPHQWRVVH GHYHjVXDUHFLFODJHPUHDSURYHLWDPHQWRUHFLUFXODomRRXjDEVRUomRGLIHUHQFLDGDGRVROR )LJXUD&LFODJHP$HFLFOR%GHSRWiVVLRHPXPFLFORGHSDVWHMRQRVLVWHPDVRMDERYLQRVGH FRUWH&LFOR (QTXDQWRRVDOGRGH.QDODYRXUDHQWUDGDVPHQRVVDtGDVIRLSHTXHQRHSRXFRGLIHUHQFLDGR HQWUHRVWUDWDPHQWRVQR3DNJKDQR3RVDOGRQRVRORYDULRXEDVWDQWHGHQR63 DQR3HNJKDQR3,VWRLQGLFDTXHDRPHQRVSDUWHGDTXDQWLGDGHFLFODGDQDViUHDV SDVWHMDGDV IRL VXSULGD SHOR VROR )LJXUD % 'HVWD IRUPD QD DXVrQFLD GR SDVWHMR RV WHRUHV GHVVH QXWULHQWH DR ORQJR GR SHU¿O GR VROR IRUDP PDLRUHV HP UHODomR jV iUHDV FRP DQLPDLV HVSHFLDOPHQWH DTXHODVLQWHQVDPHQWHSDVWHMDGDV 1DTXDOLGDGHGRVROR 3URFXURXVH VHOHFLRQDU LQGLFDGRUHV GH TXDOLGDGH TXH UHÀHWLVVHP SURSULHGDGHV DJUHJDGDV RX IXQFLRQDLVGRVRORRHVWDGRGHDJUHJDomRDGLYHUVLGDGHPLFURELDQDIXQFLRQDOHRtQGLFHGHPDQHMRGH FDUERQR&RQIRUPHGH¿QLGRQR,WHPRHVWDGRGHDJUHJDomRpXPGRVPDLVLPSRUWDQWHVtQGLFHV GHTXDOLGDGHGRVRORSRULQFOXLUDVSHFWRVItVLFRVUHODFLRQDGRVjHVWUXWXUDHELRTXtPLFRVUHODFLRQDGRV DR EDODQoR GH FDUERQR$ VXD DYDOLDomR SHOR GLkPHWUR PpGLR SRQGHUDGR '03 LQGLFD XPD PHOKRU DJUHJDomRQDSUHVHQoDHPUHODomRjDXVrQFLDGRVDQLPDLV)LJXUD$GHPRQVWUDQGRRHIHLWRSRVLWLYR GRV DQLPDLV QR VLVWHPD 1HVWD VLWXDomR D LQWHQVLGDGH PRGHUDGD GH SDVWHMR 3 p D TXH PHOKRU IDYRUHFHDIRUPDomRGHDJUHJDGRVJUDQGHVHSRULVWRYHPDVHURPDQHMRFRPPDLRUSURWHomRItVLFDGD PDWpULDRUJkQLFD(VVHSDUHFHVHURPDQHMRTXHVLQHUJL]DDDomRGRVGLIHUHQWHVDJHQWHVGDDJUHJDomR &DPDGDFP $OWXUDGRSDVWRFP )LJXUD'LkPHWURPpGLRSRQGHUDGR$HËQGLFHGHGLYHUVLGDGHGH6KDQQRQ%QDFDPDGDGHD FPGRVRORQRVLVWHPDGHLQWHJUDomRVRMDERYLQRVGHFRUWH 2 IXQFLRQDPHQWR GD FRPXQLGDGH PLFURELDQD GR VROR p LPSRUWDQWH SDUD D FRPSUHHQVmR GRV SURFHVVRVHPQtYHOGHHFRVVLVWHPD2VHVWXGRVVREUHELRLQGLFDGRUHVPRVWUDPTXHRVPLFURUJDQLVPRVGR VRORSRUFDUDFWHUtVWLFDVFRPRDDEXQGkQFLDHDWLYLGDGHELRTXtPLFDHPHWDEyOLFDDOpPGHSURSRUFLRQDUHP UHVSRVWDV PDLV UiSLGDV jV PXGDQoDV QR DPELHQWH DSUHVHQWDP DOWR SRWHQFLDO GH XVR QD DYDOLDomR GD TXDOLGDGHGRVROR1HVWHFRQWH[WRRtQGLFHGHGLYHUVLGDGHGH6KDQQRQGH¿QLGRSHORQ~PHURWLSRHWD[D GHXWLOL]DomRGHXPFRQMXQWRGHVXEVWUDWRVSHODFRPXQLGDGHPLFURELDQDWHPVLGRXVDGRSDUDPHGLUD GLYHUVLGDGHHDIXQFLRQDOLGDGHGHVLVWHPDVGHSURGXomRDJUtFROD 1DSUHVHQWHLQWHJUDomRVRMDERYLQRVGHFRUWHRVYDORUHVGRËQGLFHGH6KDQQRQVmRHOHYDGRV )LJXUD%VHFRPSDUDGRVDVLVWHPDVGHPDQHMRFRPFXOWXUDVFRPHUFLDLVH[FOXVLYDVRXHPVXFHVVmR jSODQWDVGHFREHUWXUDTXHHVWmRSRUYROWDGH3HORDMXVWHGDUHJUHVVmRSDVLQWHQVLGDGHV PRGHUDGDVGHSDVWHMRDSUHVHQWDUDPPDLRUGLYHUVLGDGHPHWDEyOLFDGDFRPXQLGDGHPLFURELDQDHVXJHUH TXH HODV VH HQFRQWUDP HP HVWDGR GH PDLRU LQVWDELOLGDGH WHUPRGLQkPLFD R TXH LPSULPLULD DR VLVWHPD PDLRUFDSDFLGDGHGHDXWRRUJDQL]DomR(VWDKLSyWHVHpUHIRUoDGDSHODRFRUUrQFLDQRSDVWHMRPRGHUDGR GHPDLRUDJUHJDomRGRVROR)LJXUD$GHPDLRUHVWRTXH)LJXUD$HODELOLGDGHGHFDUERQR)LJXUD $HGDUHVSLUDomRPLFURELDQD)LJXUD'HTXRFLHQWHPHWDEyOLFRFRQIRUPHREVHUYDGRQRFLFORGH SDVWHMRHP1RHQIRTXHVLVWrPLFRDLQWHJUDomRODYRXUDSHFXiULDVRESODQWLRGLUHWRIDYRUHFHULDR VXUJLPHQWRGHSURSULHGDGHVQRYDVGLWDVHPHUJHQWHVSHODLQFOXVmRGRVDQLPDLVTXHUHFLFODPRPDWHULDO YHJHWDO H PRGL¿FDP D GLQkPLFD GD FLFODJHP GH QXWULHQWHV 7DEHODV H TXDQGR FRPSDUDGR FRP VLVWHPDVRQGHRVFXOWLYRVGHLQYHUQRVmRLPSODQWDGRVVRPHQWHSDUDSURSRUFLRQDUFREHUWXUDDRVROR 0HOKRULDV QD TXDOLGDGH GRVRORDIHWDGDVSHORPDQHMRHP VLVWHPDV LQWHJUDGRV GH SURGXomR SRGHPVHUGHWHFWDGDVSHORtQGLFH GH PDQHMR GH FDUERQR ,0& XPD PHGLGD GD ODELOLGDGH GD PDWpULDRUJkQLFDDIUDomRDIHWDGD SHOR PDQHMR (OH SHUPLWH DYDOLDU D GLQkPLFD GRV SURFHVVRV HP UHODomRjSHUGDRXDRJDQKRLVWR pjVXVWHQWDELOLGDGHGRVVLVWHPDV TXDQWR PDLRU R ,0& HP UHODomR j XPD FRQGLomR GH UHIHUrQFLD LQLFLDOPDLRUDTXDOLGDGHGRVROR )LJXUDËQGLFHGHPDQHMRGHFDUERQRHPGLIHUHQWHVpSRFDV 9HUL¿FDVH TXH HP LQWHQVLGDGHV $H%GRLQtFLRGRVLVWHPDVRMDERYLQRV GHSDVWHMROHYHFPHPRGHUDGR GHFRUWH H FP R YDORU GR ,0& p VLPLODU j UHIHUrQFLD )LJXUD UHJLVWUDQGRVHYDORUHVPXLWRPDLVEDL[RVQDPDLRULQWHQVLGDGHGHSDVWHMRFP(VVHYDORUHVHP HHPVmRVLPLODUHVDRVHQFRQWUDGRVSDUDRVRORHPSRXVLRHDVXFHVVmRDYHLDSUHWDPLOKR VHPDGLomRGHQLWURJrQLRQDFRPSDUDomRFRPDSDVWDJHPQDWLYDWRPDGDFRPRUHIHUrQFLDLQGLFDQGRD QmRVXVWHQWDELOLGDGHGRVLVWHPD 2VYDORUHVGH,0&QXPHULFDPHQWHLQIHULRUHVQD~OWLPDDPRVWUDJHP)LJXUD%HPUHODomRj DQWHULRU)LJXUD$QDViUHDVSDVWHMDGDVUHVXOWDPGRGHFUpVFLPRGRFDUERQRRUJkQLFRSDUWLFXODGRD IUDomROiELOGDPDWpULDRUJkQLFD)LJXUD$ 'HVHPSHQKRItVLFRHHFRQ{PLFR $SURGXomRLQWHJUDGDpXPVLVWHPDHTXLOLEUDGRSRUTXHVDWLVID]DVGHPDQGDVDWXDLVGHPHUFDGR VHMD SHOD H[LJrQFLD GH SURGXomR VXVWHQWiYHO RX SHOD QHFHVVLGDGH GH GLYHUVL¿FDomR GDV DWLYLGDGHV QD 6DFRVSR RUiUHDVFKD D 6DFRVSRUiUHDVFKD 3UHoRGRERL5 3UHoR ERL5 3UH RGDVDFDGHVRM 3UHoRGDVD GHVRMD5 5 SURSULHGDGHUXUDOGHYLGRDRVULVFRVFtFOLFRVGRPHUFDGR$DQiOLVHHFRQ{PLFDVHPSUHpSRQWRGHPXLWD LPSRUWkQFLDTXDQGRVHQHFHVVLWDGHFLGLUHQWUHXPVLVWHPDGHSURGXomRHRXWURRXDGRWDUDOJXPDQRYD DWLYLGDGHQDSURSULHGDGH $QDOLVDQGR DV RVFLODo}HV GD SURGXomR GH VRMD H GH ERYLQRV GH FRUWH QR 5LR *UDQGH GR 6XO DRORQJRGRV~OWLPRVGH]DQRVYHUL¿FDVHTXHEUDVIUHTXHQWHVQDVDIUDGDVRMDHQTXDQWRDSURGXomR GH FDUQH p PDLV HVWiYHO ,WHP $ JUDQGH YDULDomR GDV FRQGLo}HV FOLPiWLFDV p XP IDWRU GH SHULJR FRQVWDQWHQDSURGXomRGHVRMDQR(VWDGRFRORFDQGRHVVDDWLYLGDGHHPULVFRPHVPRGLDQWHGRXVRGD PHOKRUWHFQRORJLDGLVSRQtYHO(VWHIDWRWRPDSURSRUo}HVPDLRUHVTXDQGRVHDYDOLDRVSUHoRVGDVRMDHGR ERLXOWLPDPHQWHSUDWLFDGRVTXHVmRSUHRFXSDQWHV)LJXUD$YDULDomRGRSUHoRGDVRMDHPUHODomR DR SUHoR PpGLR GRV ~OWLPRV GH] DQRV FKHJD D DR SDVVR TXH R SUHoR GR ERL RVFLOD HP WRUQR GH $SHQDVHVVHVGDGRVVmRVX¿FLHQWHVSDUDJUDQGHVSUHRFXSDo}HVDRVSURGXWRUHVPHVPRTXDQGR GHVHMDPRSWDUSDUDRXVRGHVLVWHPDVLQWHJUDGRVGHSURGXomRDJURSHFXiULD $SUHVHQWDVH QD )LJXUD VRMD 5PpGLRVRMD ERL 5PpGLRERL XPDDYDOLDomRGHULVFRHPVLVWHPDVGH SURGXomRTXHLQFOXHPDVRMDFRPSODQWDV GH FREHUWXUD VHP SDVWHMR VLWXDomR PDLV FRPXP QR 56 H SDVWHMDGDV D SDUWLU GRV GDGRV GR SUHVHQWH SURWRFROR H[SHULPHQWDO 1D FRPSDUDomR HQWUH RV VLVWHPDV PRGHUDGDPHQWH SDVWHMDGR H QmR SDVWHMDGR YHUL¿FDVH DSHQDV GLIHUHQoDV PtQLPDV QD SURGXWLYLGDGH GD VRMD 1R HQWDQWR TXDQGR VH LQVHUH R DQLPDO QR VLVWHPD SURGXomR GH FDUQHRPHVPRSDVVDDWHUDFUpVFLPRV )LJXUD (YROXomR GRV SUHoRV GH JUmRV GH VRMD H HP WRUQR GH HP UHODomR jV iUHDV GH ERL QR SHUtRGR GH GHVHQYROYLPHQWR GR VHP D SUHVHQoD GR DQLPDO 9HUL¿FDVH H[SHULPHQWR WDPEpP QR FRQMXQWR GDV )LJXUDV H TXHRVDQRVGHHIRUDPRVSLRUHVHPUHODomRDRSUHoRGDVRMDHTXHQHVVHVPHVPRV DQRVDRXWLOL]DUDSURGXomRLQWHJUDGDKRXYHXPDXPHQWRHPHUHVSHFWLYDPHQWHQDSURGXomR WRWDOSRUiUHD(VVHVUHVXOWDGRVDOpPGHVXUSUHHQGHQWHVSHODPDJQLWXGHVmRLPSRUWDQWHVSDUDJDUDQWLU RVXVWHQWRHDPDQXWHQomRGR³KRPHPGRFDPSR´HVSHFLDOPHQWHQRVDQRVHPTXHDSURGXWLYLGDGHGD ODYRXUDGHYHUmRQHVWHFDVRVRMDVRIUHFRPDVLQVWDELOLGDGHVFOLPiWLFDV 6LPXODQGRGLIHUHQWHVSUHoRV /DYRXUD 6HPSDVWHMR / /DYRXUD 6 6HPSDVWHMR W M H SURGXWLYLGDGHV GD VRMD REVHUYD /DYRXUD 3DVWHMRPRGHUDGR /DYRXUD 3DVWHMRPRGHUDGR /DYRXUD3HFXiULD 3DVWHMRPRGHDGR /DYRXUD3HFXiULD 3DVWHMRPRGHDGR VH TXH D LQWHJUDomR GD VRMD FRP D SURGXomRSHFXiULDGHPRQVWUDVHUXP VLVWHPDEHQp¿FRSRUTXHDVUHFHLWDV QDV WUrV FRQGLo}HV GH SURGXomR H PHUFDGR VHPSUH VmR PDLV SRVLWLYDV QR VLVWHPD LQWHJUDGR )LJXUD 1HVVDVLPXODomRIRUDPFRQVLGHUDGRV SUHoR GD VRMD EDL[R 5 VF H UHQGLPHQWR EDL[R VDFRVKD SUHoR PpGLR GD VRMD 5 VF $QR $QR H UHQGLPHQWR PpGLR VDFRVKD H )LJXUD3URGXWLYLGDGHGDVRMDHGDSHFXiULDHTXLYDOHQWH SUHoR GD VRMD HP DOWD 5VF HP UHQGLPHQWR GH VRMD QR SHUtRGR GH H UHQGLPHQWR DOWR VDFRVKD H GHVHQYROYLPHQWRGRH[SHULPHQWR 5HFHLWD0LOUHDLV OHYDQGRVHHPFRQWDXPDSURGXomRGHNJKDGHSHVRYLYRREWLGDFRPPDQHMRGRSDVWRHPWRUQRGH FPSDVWHMRPRGHUDGRHFRPELQDQGRSUHoRVSDUDRERLEDL[R5NJHDOWR5NJ$SDUWLU GHVVHVUHVXOWDGRVWRUQDVHIiFLOHFRQYLQFHQWHGHPRQVWUDUTXHPHVPRHPFRQGLo}HVGHEDL[RVSUHoRV GRERLDLQVHUomRGHDQLPDLVFRPPDQHMRDGHTXDGRDJUHJDVXEVWDQFLDOPHQWHUHFHLWDjSURSULHGDGHe SRVVtYHOLQFOXVLYHVHGXSOLFDUDUHFHLWDQDPHVPDXQLGDGHGHiUHD $ DQiOLVH GH VHQVLELOLGDGH p XPD 6RMD VLPXODomR GRV HIHLWRV GH YDULDomR GH 6RMDSHFXiULDFRPSUHoRHPEDL[D SUHoRVHSURGXWLYLGDGHVGDVRMDHGRJDGR 6RMDSHFXiULDFRPSUHoRHPDOWD QD UHFHLWD GD DWLYLGDGH (VVDV VLPXODo}HV VmRERDVLQGLFDGRUDVGDYLDELOLGDGHGRXVR GHGLIHUHQWHVVLVWHPDVGHSURGXomR)RUDP HQWmR UHDOL]DGDV VLPXODo}HV SDUD HVWXGDU WUrV GLIHUHQWHV FHQiULRV )LJXUD 1R TXDGUR $ GHVVD ¿JXUD HVWi UHSUHVHQWDGD DUHFHLWDEUXWDHPPLOUHDLVGDODYRXUDGH VRMD YDULDQGRVH D SURGXWLYLGDGH QR HL[R KRUL]RQWDO H RV YDORUHV SDJRV SRU VDFRV %DL[D 0pGLD $OWD QRHL[RYHUWLFDO1RVTXDGURV%H&IRUDP 3URGXWLYLGDGHHSUHoRGDVRMD VRPDGDVDVUHFHLWDVGDSHFXiULDSDUDXPD )LJXUD5HFHLWDEUXWDSRUiUHDHPIXQomRGDSURGXWL SURGXomRGHNJKDPpGLDGHDQRV YLGDGHHGRSUHoRGDVRMDHGDFDUQHERYLQD GH UHVSRVWDV SDUD R SDVWHMR PRGHUDGR VHQGRFRQVLGHUDGRVHP%RYDORUGHYHQGDGRERLHP5NJHHP&RYDORUGH5NJ$SDUWLU GLVVR HP XPD SULPHLUD DQiOLVH GHVWDFDGR HP EUDQFR QRV TXDGURV WrPVH D VRMD FRP XP UHQGLPHQWR EDL[RVDFRVKDDXPSUHoRPpGLR5VF1HVWHFRQWH[WRYHUL¿FDVHQRYDPHQWHTXHDLQVHUomR GDSHFXiULDGHFRUWHEHPPDQHMDGDJHUDXPDXPHQWRQDUHFHLWDGH5KDFRQVLGHUDQGRSUHoRGR ERLHPEDL[DFKHJDQGRDLQFUHPHQWRVGH5KDFRPRSUHoRGRERLHPDOWD $SOLFDQGR D HVVDV VLPXODo}HV RV GDGRV REWLGRV DR ORQJR GHVWHV GH] DQRV FRQVROLGDVH D FRQYLFomRGHTXHDLQWHJUDomRVRMDERYLQRVGHFRUWHpXPVLVWHPDHTXLOLEUDGRHOXFUDWLYR,VVRpFRQ¿UPDGR TXDQGRVHDQDOLVDRVYDORUHVGHVWDFDGRVHPYHUGHQD)LJXUD$DRVH¿[DUDSURGXomRGDVRMDFRP VDFRVKDHYHQGDD5KDREWpPVHDPHVPDUHFHLWDFRPDSURGXomRGHVDFRVKDHYHQGD SRU 5 VF TXDQGR LQVHULGD D SHFXiULD FRP YDORU EDL[R 5 NJ GR ERL (VVD SURGXWLYLGDGH HUHPXQHUDomRVmREHPPDLVUHDLVHSRVVtYHLVGRTXHDDQWHULRU4XDQGRVHFRQVLGHUDERLFRPSUHoR DOWR5NJ±4XDGUR&SRGHVHDOFDQoDUDTXHODPHVPDUHFHLWDSURGX]LQGRDSHQDVVFKDDR SUHoRGH5VFGHVRMD$VLPXODomRSHUPLWHYHUL¿FDUTXHVHDVRMDFXVWDVVH5RVDFRQD PpGLDGRVGH]DQRVVRPHQWHDVVLPRVLVWHPDQmRWHULDQHFHVVLGDGHGDSHFXiULDSDUDPDQWHUDPHVPD UHQWDELOLGDGH1XPFHQiULRGHSUHoREDL[RGHJDGRDSHFXiULDSHUPLWHPDQWHUDPHVPDUHQGDDLQGDTXH DSURGXomRGHVRMDVHMDPHQRUGRTXHDREVHUYDGDQDPpGLDGRVDQRV-iTXDQGRFRQVLGHUDPRV XPFHQiULRGHSUHoRDOWRGRJDGRRSURGXWRUFRQVHJXHPDQWHUDPHVPDUHQGDKDFROKHQGRDSHQDV VDFRVGHVRMDKD3RUWDQWRHVVDVVLPXODo}HVLOXVWUDPRTXDQWRDDWLYLGDGHSHFXiULDpFDSD]GHGLPLQXLU RULVFRGDRSHUDomRDJUtFROD 7UrVSRQWRVGHYHPVHUGHVWDFDGRVDUHVSHLWRGRTXHIRLGLVFXWLGR3ULPHLURTXHRVPHUFDGRV GHVRMDHFDUQHSRVVXHPFLFORVFRPSOHPHQWDUHVFRPDOWDVHEDL[DVHPSHUtRGRVGLIHUHQWHV6HJXQGR TXHRULVFRGDSURGXomRGHVRMDpPXLWRPDLRUGRTXHRULVFRGDSHFXiULDRTXHID]DLQWHJUDomRXPD DOWHUQDWLYDVHJXUDDRSURGXWRU(SRU~OWLPRTXHRVLVWHPDGHSURGXomRLQWHJUDGRJHUDPDLRUHVUHFHLWDV PHVPRHPFRQGLo}HVGHEDL[RVSUHoRVGRVSURGXWRVDJUtFRODVXPDYH]TXHRPDLRUDSURYHLWDPHQWRGD WHUUDFRPGLIHUHQWHVDWLYLGDGHVHPXPPHVPRDQRVREUHS}HDVRVFLODo}HVGRPHUFDGR $ 5 6DFRVSRUKHFWDUH % 5 6DFRVSRUKHFWDUH 6DFRVSRUKHFWDUH & 5 )LJXUD$QiOLVHGHVHQVLELOLGDGHHPUHODomRjVÀXWXDo}HVQDSURGXWLYLGDGHHGHSUHoRGDVRMDHQR JDGRVRMDVHPSDVWHMR$FRPSDVWHMRPRGHUDGRFRPSUHoREDL[R%HDOWR&GDFDUQH 12926'(6$),26 2V VLVWHPDV GH LQWHJUDomR ODYRXUDSHFXiULD GHVD¿DP RV SHVTXLVDGRUHV SHOR IDWR GH TXH XVXDOPHQWHVHMDPSURIXQGRVHVSHFLDOLVWDVQXPDiUHDSURIXQGRVFRQKHFHGRUHVGHXPWHPDFDUDFWHUtVWLFDV TXH QmR VmR VX¿FLHQWHV SDUD HQWHQGHU RV SURFHVVRV UHJHQWHV QHVVHV WLSRV GH VLVWHPDV$R FRQWUiULR D HVSHFLDOL]DomR VH WUDGX] HP UHVLVWrQFLD D HVVD WHFQRORJLD SRLV RV SHVTXLVDGRUHV QmR FRQVHJXHP HOHYDUVHXFRQKHFLPHQWRGHIRUPDFRQH[DDRXWUDViUHDVWHPiWLFDVQXPDDERUGDJHPKROtVWLFD$LQGD TXH DVVLP R ¿]HVVHP RV SHVTXLVDGRUHV VmR GHVD¿DGRV QD PHGLGD HP TXH R IXQFLRQDPHQWR GH VXD iUHD HVSHFt¿FD SRU H[HPSOR H[LJrQFLDV GD VRMD SRU QXWULHQWHV VH PRGL¿FD QR FRQMXQWR FRP RXWURV FRPSRQHQWHVGRVLVWHPD(PRXWUDVSDODYUDVRSHVTXLVDGRUWHPTXHDSUHQGHUWXGRQRYDPHQWH$VOHLV GHIXQFLRQDPHQWRGDVSDUWHVVHPRGL¿FDPTXDQGRFRPELQDGDVHPXPRXWURQtYHOGHRUJDQL]DomR2 PHVPRYDOHSDUDRVSURGXWRUHVWpFQLFRVHHVWXGDQWHV6LVWHPDVGHLQWHJUDomRODYRXUDSHFXiULDH[LJHP DERUGDJHP LQWHUGLVFLSOLQDU SDUD R HQWHQGLPHQWR GH SURFHVVRV VLVWrPLFRV 1mR Ki R FRQIRUWR GR VDEHU HVSHFLDOL]DGR &RQVHTXHQWHPHQWH SDUD VH DYDQoDU QR FRQKHFLPHQWR Ki TXH VH DJUHJDU FLrQFLD GH YiULDVGLVFLSOLQDVQXFOHDQGRDVQHFHVVDULDPHQWHVRESHUVSHFWLYDVLVWrPLFD (VWHpSURYDYHOPHQWHRH[SHULPHQWRGHLQWHJUDomRODYRXUDSHFXiULDGHPDLVORQJRSUD]RGR VXEWUySLFREUDVLOHLUR1mRpFRPXPTXHRVHMDQmRpFRPXPTXHQXPDSURSULHGDGHSDUWLFXODUHVWHMD 1mRpFRPXPSDUFHULDWmRSURItFXDHQWUHXPD8QLYHUVLGDGHHXPDIDPtOLDGHSURGXWRUHVUXUDLV7HPRV RGHVD¿RHPSURMHWDUTXHYHQKDPRVDFRQGX]LORSRURXWURVDQRVVHPSUHPDQWHQGRRVWUDWDPHQWRV RULJLQDLVUHÀHWLQGRHWHVWDQGRRXWUDVHQRYDVKLSyWHVHV7HPRVRGHVD¿RGHPDQWHURLQWHUHVVHHRDSRLR GDIDPtOLDTXHQRVDEULJDHPVXDSURSULHGDGHGHPDQWHURVUHFXUVRVGH¿QDQFLDPHQWRTXHQRVSHUPLWHP FXPSULUFRPRVFXVWRVHUHVSRQVDELOLGDGHVGHPDQWHURHVStULWRGHHTXLSHGHWRGRVHQ¿PGHPDQWHUDV HQJUHQDJHQVGRVLVWHPDIXQFLRQDQGR1DPHGLGDHPTXHVHFRQVLJDPDQWHUHVVHSURWRFRORH[SHULPHQWDO SRU RXWURV DQRV R LQWHUHVVH WpFQLFR R S~EOLFR H R FLHQWt¿FR QHOH SRGHUi DWLQJLU QtYHLV GLItFHLV GH LPDJLQDU7HPVHSRU¿ORVR¿DDYLVmRGHTXHHVVHH[SHULPHQWRGHYHVVHVHWRUQDUXP/DERUDWyULRGH ([SHULPHQWDomR$PELHQWDORQGHHTXLSHVGHSHVTXLVDGLYHUVDVSXGHVVHPVHMXQWDUDHOHHVWXGDQGRRV DVVXQWRVPDLVGLVWLQWRVGRPXQGRFLHQWt¿FRHPDPELHQWHRUJDQL]DGRPDVOLYUHGHGLVSRQLELOL]DomRGH GDGRVHGHFRQKHFLPHQWR'DSDUWHGDDWXDOHTXLSHGHSHVTXLVDDLQGDKiPXLWRSRUID]HUQRVSUy[LPRV DQRV 'HIDWRMiFRPHoDPRV(LVRVGHVD¿RVSDUDRVSUy[LPRVDQRVDSDUWLUGHWHPiWLFDVTXH QRHQWHQGLPHQWRGRJUXSRGHYHPVHUSHUVHJXLGDV &LFODJHP GRV QXWULHQWHV HP WRGRV RV FRPSDUWLPHQWRV GR VLVWHPD YLVDQGR VHX PHOKRU DSURYHLWDPHQWR SHODV FXOWXUDV H DGHTXDo}HV SDUD UHFRPHQGDo}HV GH DGXEDomR SDUD R VLVWHPDVLQFURQLDHQWUHRTXHpOLEHUDGRSHODFLFODJHPGRVUHVtGXRVHRTXHpVXSULGRSHOR VROR &RQKHFHU SURFHVVRV H PHFDQLVPRV GD WROHUkQFLD GDV FXOWXUDV jV FRQGLo}HV GH DFLGH] HVSHFLDOPHQWHWR[LGH]SRU$OHVXDGLIHUHQFLDomRHQWUHDViUHDVSDVWHMDGDVHQmRSDVWHMDGDV 9HUL¿FDUDSHUWLQrQFLDGRXVRGR,QWHUYDOR+tGULFRÏWLPRFRPRLQGLFDGRUGHTXDOLGDGHGR VROR(VWXGDUGHTXHIRUPDHVVHtQGLFHVHUHODFLRQDFRPRGHVHPSHQKRGDVSODQWDVYLVDQGR VXDXWLOL]DomRHPVLVWHPDVGHLQWHJUDomRODYRXUDSHFXiULD (VWXGDU D YDULDELOLGDGH HVSDoRWHPSRUDO GRV LQGLFDGRUHV GH IHUWLOLGDGH GR VROR H DV UHFRPHQGDo}HVGHDGXEDomRHFDODJHPHP$JULFXOWXUDGH3UHFLVmR $SURIXQGDURFRQKHFLPHQWRQRVPHFDQLVPRVGHUHJXODomRGRFRQVXPRGHIRUUDJHPHGH GHVORFDPHQWRGRVDQLPDLVHPEXVFDSHORDOLPHQWRHFRQVHTXHQWHGLVWULEXLomRGRVGHMHWRV HLPSDFWRVGRFDVFRQDVGLIHUHQWHVHVFDODVGHWHPSRHGHHVSDoRGRVLVWHPD (VWXGDUDVHPLVV}HVGHJDVHVGHHIHLWRHVWXIDVHTXHVWURGHFDUERQREDODQoRGHHTXLYDOHQWH FDUERQRQDEXVFDSHODTXDOL¿FDomRGRVLVWHPDQRTXHGL]UHVSHLWRDRVHXLPSDFWRDPELHQWDO $YDQoDU QR HQWHQGLPHQWR GDV FRPSOH[DV UHODo}HV HFRQ{PLFDV H[LVWHQWHV H FRPR HODV DIHWDPDVGHFLV}HVGRVSURGXWRUHVHVXDSHUFHSomRSHORVULVFRVHQYROYLGRV 1D KLSyWHVH GH TXH VLVWHPDV GH LQWHJUDomR ODYRXUDSHFXiULD HP SODQWLR GLUHWR VHMDP VLVWHPDVFRPSURSULHGDGHVHPHUJHQWHVLQYHVWLJDURVQRYRVSURFHVVRVRULXQGRVGRVQRYRV QtYHLVGHRUJDQL]DomRTXHRVLVWHPDDWLQJHEHPFRPRVXDVIXQFLRQDOLGDGHV $YDQoDU QD FHUWL¿FDomR GHVVHV WLSRV GH VLVWHPDV EXVFDQGR VHX UHFRQKHFLPHQWR H YDORUL]DomR 'LIXQGLUDVEHQHVVHVGRVVLVWHPDVLQWHJUDGRVGHSURGXomRDJUtFRODHSHFXiULDSDUD SHVVRDV QRV SUy[LPRV DQRV REMHWLYDQGR PXOWLSOLFDU D DGRomR GHVVD WHFQRORJLD H FRPSDUWLOKDUVHXVLPSRUWDQWHVLPSDFWRVHFRQ{PLFRVHDPELHQWDLVQRPHLRUXUDOHHPWRGD VRFLHGDGH '(32,0(172'2352'8725 2VFDU:LOGHGUDPDWXUJRHVFULWRUHSRHWDLUODQGrVGLVVHFHUWDYH]H¿FRXIDPRVDDFLWDomR ³$ H[SHULrQFLD p R QRPH TXH GDPRV DRV QRVVRV HUURV´ 'H¿QLWLYDPHQWH QmR VH DSOLFD DR QRVVR ([SHULPHQWRFRPSOHWDQGRDQRVDJRUD 6RXDJU{QRPRIRUPDGRQD8)5*6HPHWUDEDOKRGHVGHRVDQRVGLUHWDPHQWHGRFDPSR ,QLFLDOPHQWHQRVLVWHPDDUUR]SRXVLRSHFXiULDHQRV~OWLPRVVHWHDQRVPHGHGLFRjSURGXomRGHVRMD HSHFXiULDHPFR[LOKDWHUUDVDOWDVQD)D]HQGD(VSLQLOKR*UDQGHHP7XSDQFLUHWmGHSURSULHGDGHGD )DPtOLD *DUFLD *DUFLD RQGH VH ORFDOL]D R SURWRFROR TXH RULJLQRX HVWH %ROHWLP7UDEDOKDPRV QHVVD )D]HQGD EDVLFDPHQWH FRP VRMD H UHFULD H WHUPLQDomR GH ERYLQRV 7DPEpP WHPRV FRPR DWLYLGDGH LPSRUWDQWHDSURGXomRGHVHPHQWHVGHD]HYpPGHXVRJHQHUDOL]DGRHPQRVVR(VWDGRSULQFLSDOPHQWH HPiUHDVGHYiU]HDDUUR]&RPRQmRFXOWLYDPRVRWULJRQRLQYHUQRXWLOL]DPRVRD]HYpPHPSDVWHMR ERYLQRHFRPRFREHUWXUDSDUDRSODQWLRGLUHWRGDVRMD -iVHQWtDPRVKiWHPSRDVYDQWDJHQVGRFXOWLYRGDVRMDDVVRFLDGDDRD]HYpPHSRUFRQVHTXrQFLD DR JDGR 2 ([SHULPHQWR ,QWHJUDomR 6RMD3HFXiULD YHP FRQVROLGDQGR HVVD SHUFHSomR FDGD YH] PDLV ,VWRSHOREHQHItFLRP~WXRjVRMDHDRJDGRTXHHVVDDVVRFLDomRSURGX]9HMRFRPRIXQGDPHQWDODOpP GR yWLPR JDQKR FRP R JDGR QR LQYHUQR D GLPLQXLomR GR ULVFR GR QHJyFLR TXH D LQVWDELOLGDGH KtGULFD SURYRFDQDVRMD'HVWDIRUPDVHDVRMDQRYHUmR¿FDWRWDOPHQWHjPHUFrGDFRQGLomRKtGULFD±RJDQKR GH LQYHUQR QmR VH DOWHUD LQGHSHQGHQWHPHQWH GR UHJLPH GH FKXYD 2 ([SHULPHQWR PRVWUD FODUDPHQWH LVWR HQTXDQWR D SURGXWLYLGDGH GD VRMD p GLWDGD SHOR UHJLPH GH FKXYDV R JDQKR SHFXiULR SHUPDQHFH LQDOWHUDGR2PHVPRQmRVHSRGHHVSHUDUFRPDFXOWXUDGRWULJRQRLQYHUQRFXMDSURGXWLYLGDGHWDPEpP pPXLWRGHSHQGHQWHGDVFRQGLo}HVFOLPiWLFDVRTXHQRYDPHQWHWUD]ULVFRVDRSURGXWRU $4XHEUDGH3DUDGLJPD2SURGXWRUGHVRMDVHPSUHWHYHQDFDEHoDTXHRJDGR±VHWLYHVVH TXH H[LVWLU QR VHX QHJyFLR VHULD XP PDO QHFHVViULR 1D VXD YHUGDGH R LGHDO VHULD QmR WHU JDGR QR VLVWHPD VHMD SRU SRVVtYHO FRPSDFWDomR GR VROR RX SRU GLPLQXLomR GH SDOKDGD SDUD R FXOWLYR GD VRMD HPSODQWLRGLUHWR$TXLQRYDPHQWHR([SHULPHQWRYHPPRVWUDQGRTXHDXWLOL]DomRUDFLRQDOGRJDGRQR LQYHUQRWHPPHOKRUDGRDUHQWDELOLGDGHGRVLVWHPDGHSURGXomRFRPRWHPSRYHPVHREVHUYDQGRTXH VRPDQGRXPPDLVXPVRMDPDLVJDGRSRGHVHUPDLVGRTXHGRLV,VWRSHORVHIHLWRVUHFtSURFRVGHXP VREUHRRXWUR$FKRPXLWRLQWHUHVVDQWHTXDQGR3URI,EDQRU$QJKLQRQLPHQFLRQDRVXUJLPHQWRGHQRYDV SURSULHGDGHVGLWDV³HPHUJHQWHVDGYLQGDVGHVVHFLFORYLUWXRVR2XVHMDRJDGRDRLQYpVGHDWUDSDOKDU RVLVWHPDHVWiSURPRYHQGRRXPDYH]TXHPXLWRVHIHLWRVSRVLWLYRVWrPVXUJLGRHPVXDLQWHJUDomRFRP DVRMD -i Ki DOJXP WHPSR HVWDPRV XWLOL]DQGR QD SURSULHGDGH RV HQVLQDPHQWRV DGYLQGRV GHVVD SDUFHULD7UDWDVHGHXPJUDQGHH[SHULPHQWRHXPDJUDQGHH[SHULrQFLDFRQGX]LGDSRUHVVHORQJRWHPSR GHQWURGDURWLQDGDSURSULHGDGH2EULJDGRDRVDPLJRVGD8)5*6HVSHFLDOPHQWHQDSHVVRDGRDPLJR 3DXOR&DUYDOKRSRUTXDOL¿FDUHPRPDQHMRGR6LVWHPDGH,QWHJUDomR/DYRXUD3HFXiULD3HQVRTXHXP GLDR5LR*UDQGHGR6XOWDPEpPYDLDJUDGHFHU $PLJRVVH2VFDU:LOGHWLYHVVHRSRUWXQLGDGHGHFRQYLYHUHVWHVDQRVFRQRVFRWURFDULDVXD IUDVH³2H[SHULPHQWRpRQRPHTXHGDPRVDRVQRVVRVDFHUWRV´ )UDQFLVFR*DUFLDGH*DUFLD1HWR $JURSHFXiULD&HUUR&RURDGR 352'8d®27e&1,&2&,(17Ì),&$()250$d®2'(5(&85626 +80$126 2VUHVXOWDGRVTXHGHUDPRULJHPDRSUHVHQWHEROHWLPIRUDPJHUDGRVSRUHVWXGDQWHVQRSURFHVVR GHVXDIRUPDomRFLHQWt¿FDGHGRXWRUDGRGHPHVWUDGRHGHLQLFLDomRFLHQWt¿FD$WpRPRPHQWRIRUDP IRUPDGRVTXDWURGRXWRUHVHQRYHPHVWUHVQRV3URJUDPDVGH3yV*UDGXDomRHP&LrQFLDGR6RORHHP =RRWHFQLDGD8)5*6RULJLQDQGRVXDVUHVSHFWLYDVWHVHVHGLVVHUWDo}HV$QH[R$WXDOPHQWHHVWmR HPDQGDPHQWRWUrVWHVHVHTXDWURGLVVHUWDo}HV0XLWRVHVWXGDQWHVGHJUDGXDomRWDPEpPSDUWLFLSDUDP GRVWUDEDOKRVQDiUHDH[SHULPHQWDOMiSDVVDUDPHDWXDOPHQWHWUrVGHOHVHVWmRGHVHQYROYHQGRVHXV WUDEDOKRVGHLQLFLDomRFLHQWt¿FD &RPRUHVXOWDGRVGHVVHVWUDEDOKRVIRUDPJHUDGDVDVVHJXLQWHVSXEOLFDo}HV$QH[R$UWLJRV FLHQWt¿FRV SXEOLFDGRV HP SHULyGLFRV GH DPSOD FLUFXODomR QDFLRQDO H GRLV QR H[WHULRU H TXDWUR HPSURFHVVRGHSXEOLFDomR&DStWXORVGHOLYURVHWUDEDOKRVFRPSOHWRVHPDQDLVGHHYHQWRVFLHQWt¿FRV SXEOLFDGRVHFLQFRHPSURFHVVRGHSXEOLFDomR5HVXPRVH5HVXPRV([SDQGLGRVHPGLYHUVRV HYHQWRVFLHQWt¿FRVQRSDtVHQRH[WHULRU 2XWUDVDWLYLGDGHVLPSRUWDQWHVQRSURFHVVRGHWUDQVIHUrQFLDGDWHFQRORJLDJHUDGDQRWUDEDOKRVmR RVRLWR'LDVGH&DPSRMiUHDOL]DGRVDWLQJLQGRPDLVGHSHVVRDVHQWUHSURGXWRUHVUXUDLVWpFQLFRVH HVWXGDQWHVGHJUDGXDomRHSyVJUDGXDomR$QH[ReLPSRUWDQWHUHVVDOWDUTXHRH[SHULPHQWRSDVVRX DFRQVWLWXLUMXQWRFRPD)D]HQGDGR(VSLQLOKRXPD8QLGDGHGH&DSDFLWDomRGR&RPLWr7pFQLFR*HVWRU &7*0LVV}HVGRFRQVyUFLR0$3$&13T8)35SURPRYHQGR VLPXOWDQHDPHQWH GHVGH 'LDV GH &DPSRHP,QWHJUDomR/DYRXUD3HFXiULDFRPRDWLYLGDGHUHJXODUGR3URMHWRGH3URGXomR,QWHJUDGDGH 6LVWHPDV$JURSHFXiULRVHP0LFUREDFLD+LGURJUi¿FD3,6$0$3$ &216,'(5$d¯(6),1$,6 2V UHVXOWDGRV GR H[SHULPHQWR WLYHUDP VXFHVVR HP UHVSRQGHU DRV TXHVWLRQDPHQWRV TXH RULJLQDUDP HVVD SURSRVWD 2V GDGRV FROKLGRV DR ORQJR GHVVHV DQRV IRUDP FRQYLQFHQWHV HP DSRQWDU TXH R SDVWHMR PRGHUDGR RX OHYH QmR DIHWD QHJDWLYDPHQWH D ODYRXUD GH VRMD 0XLWR SHOR FRQWUiULR D LQWHJUDomRGDHQJRUGDGHQRYLOKRVFRPDODYRXUDGHVRMDGXSOLFDRVUHQGLPHQWRVGRSURGXWRUQDPHVPD XQLGDGHGHiUHD$GHPDLVHVVHEHQHItFLRpPDLRUHPDQRVGHIUXVWUDomRGHVDIUDGLPLQXLQGRRULVFRGD RSHUDomRDJUtFROD2VLVWHPDVHWRUQDPDLVUHQWiYHOHPDLVHVWiYHO(PiUHDVVHPSDVWHMRQmRVHSURGX] PDLVVRMDGRTXHQDViUHDVSDVWHMDGDV $ FDODJHP VXSHU¿FLDO WHP VXD GLQkPLFD GH UHDomR PHOKRUDGD PDLV H¿FLHQWH PDLV UiSLGD H SURIXQGDVREDomRGRSDVWHMR1mRKiUHODomRGLUHWDHQWUHDTXDQWLGDGHGHSDOKDGHL[DGDDSyVRFLFORGD SDVWDJHPHRUHQGLPHQWRGDODYRXUDGHVRMDQDVXFHVVmR3RUpPRVUHVXOWDGRVGHORQJRSUD]RLQGLFDP TXHQmRVHGHYDDOPHMDUFRQGX]LUDDOWXUDGHPDQHMRGRVSDVWRVHPVLWXDo}HVDEDL[RGHFPSRLV LQ~PHUDVYDULiYHLVTXHLQIHUHPVREUHDVXVWHQWDELOLGDGHGRVLVWHPDVmRQHJDWLYDPHQWHDIHWDGDV 2VRORpD³PHPyULDGRVLVWHPD´RFRPSRQHQWHFHQWUDOL]DGRUGHWRGRVRVHIHLWRVTXHDVDo}HV GHPDQHMRSURYRFDP2DQLPDOHPSDVWHMRpR³FDWDOL]DGRU´GHVVHVSURFHVVRVWDQWRSRGHQGRDIHWiORV GHIRUPDSRVLWLYDTXDQWRQHJDWLYD(P~OWLPDDQiOLVHQmRpRDQLPDOTXHRID]PDVRKRPHPDRGH¿QLU DLQWHQVLGDGHGHSDVWHMRHPSUHJDGDQRVLVWHPD 2³ERPSDVWHMR´PHOKRUDDTXDOLGDGHGRVRORSDUDDODYRXUD9iULRVDWULEXWRVTXtPLFRVItVLFRVH ELROyJLFRVVmRSRWHQFLDOL]DGRVSHODDomRGRSDVWHMRPRGHUDGR$FRPSDFWDomRGRVRORVRPHQWHRFRUUH GH IRUPD H[SUHVVLYD TXDQGR RV SDVWRV VmR PDQHMDGRV HP DOWXUDV GH FP ( TXDQGR RFRUUH p XP LPSDFWRVXSHU¿FLDOHORJRUHYHUWLGRSHORFLFORGDODYRXUD $PHOKRUFRQGXomRGHPLVWXUDVGHDYHLDD]HYpPQDIRUPDTXHPDLVWUD]EHQHItFLRVDRVLVWHPD LQWHJUDGRFRUUHVSRQGHDRPDQHMRGDDOWXUDHPFP1HVVHVLVWHPDDSURGXomRGHVRMDGLPLQXLHP VDFRVKDPDVVHSURGX]NJKDGHSHVRYLYR(P~OWLPDDQiOLVHDSURGXomRSHFXiULDHTXLYDOHDXPD SURGXomRGHVRMDGHVDFRVKD3RUWDQWRpFRPRVHHVVDViUHDVSURGX]LVVHPVDFRVGHVRMDKD(P RXWUDVSDODYUDVpFRPRWHUVDIUDVGHVRMDSRUDQR 2V FRQKHFLPHQWRV DGTXLULGRV DR ORQJR GHVVHV DQRV QR TXH GL] UHVSHLWR DR LPSDFWR GRV WUDWDPHQWRVQRVGLIHUHQWHVFRPSDUWLPHQWRVGRVLVWHPDSRGHPDVVLPVHUHPVLQWHWL]DGRV7DEHOD 7DEHOD%DODQoRJHUDOGRVLVWHPD Manejo do sistema Variáveis avaliadas Densidade do solo após pastejo Porosidade do solo após pastejo Umidade do solo pós-pastejo Agregação do solo Pressão de pré-consolidação Resistência à penetração pós-pastejo Força de tração pós-pastejo Infiltração de água Calagem (efeito em profundidade) Estoque de carbono Índice de manejo de carbono Estoque de nitrogênio Formas de fósforo Disponibilidade de fósforo Disponibilidade de potássio Ciclagem de potássio Biomassa microbiana Quociente metabólico Diversidade microbiana Fitomassa aérea total Fitomassa aérea pós-pastejo Fitomassa radicular pós-pastejo Soja (população) Soja (rendimento) Plantas indesejáveis (Lavoura) Lotação GMD (ganho médio diário) G/ha (ganho por hectare) Qualidade da carcaça Qualidade do pasto oferecido Deslocamento Tempo em pastejo Faturamento Risco Qualidade do solo Sustentabilidade do sistema Referência Referência Referência Referência Referência Pastejo leve a moderado (20, 30 ou 40 cm) Aumenta um pouco Similar Diminui um pouco Aumenta mais Aumenta Referência Aumenta Aumenta mais Referência Referência Referência Referência Referência Referência Referência Referência Referência Referência Referência Referência Referência Referência Referência Referência Referência Referência Referência Não se aplica Não se aplica Não se aplica Não se aplica Não se aplica Não se aplica Não se aplica Referência Referência Referência Referência Aumenta Diminui Aumenta Similar Similar Similar Similar Diminui Diminui Aumenta Similar Aumenta Aumenta Similar Diminui Aumenta Similar Similar Aumenta Referência Referência Referência Referência Referência Referência Referência Aumenta Diminui mais Aumenta Aumenta Aumenta mais Diminui mais Aumenta mais Diminui Diminui Diminui Similar Diminui mais Diminui Aumenta mais Aumenta Aumenta mais Similar Similar Diminui mais Aumenta mais Similar ou diminui Similar Aumenta mais Aumenta Diminui Aumenta Diminui Diminui Aumenta Aumenta Aumenta mais Diminui Diminui Diminui Sem pastejo Pastejo intenso (10 cm) Aumenta mais Diminui Diminui mais Aumenta Aumenta mais $*5$'(&,0(1726 2VUHVSRQViYHLVSRUHVWHH[SHULPHQWRDJUDGHFHPDR6U$UPDQGR&KDYHV*DUFLDGH*DUFLDH 6UD6X]DQD3HUHLUD*DUFLDGH*DUFLD)DPtOLDSURSULHWiULRVGD)D]HQGDGR(VSLQLOKRHPSDUWLFXODUDRV ¿OKRV)UDQFLVFR*DUFLDGH*DUFLD1HWRH$UPDQGR&KDYHV*DUFLDGH*DUFLD)LOKRSRUVHUHPJUDQGHV PRWLYDGRUHVGHVVHHPSUHHQGLPHQWRS~EOLFRSULYDGRSURYHQGRKRVSLWDOLGDGHHWRGDVDVFRQGLo}HVSDUD DSOHQDH[HFXomRGRVWUDEDOKRV $RV IXQFLRQiULRV GD )D]HQGD GR (VSLQLOKR HP SDUWLFXODU DRV DPLJRV $OFHEtDGHV 5LWD /XL] &DUORV H 5DPLUR EHP FRPR DR 6U *OHQLR 6ROGHUD SHOR LPSRUWDQWH DSRLR ORFDO VHP R TXDO QmR VHULD SRVVtYHOUHDOL]DUHVVHH[SHULPHQWR(PHVSHFLDODR7pFQLFR/DERUDWRULVWD$GmR/XLV5DPRVGRV6DQWRV SHORLQHVWLPiYHODSRLRQDH[HFXomRGRSURMHWR $RV 3URIV GD 8)5*6 &DUORV 1DELQJHU &DUORV 5LFDUGR 7UHLQ &LPpOLR %D\HU &KULVWLDQ %UHGHPHLHU(JRQ-RVp0HXUHU+DUROG2VSLQD3DWLxR3DXOR'DEGDE:DTXLOH5HQDWR/HYLHQSHORDSRLR QDUHDOL]DomRGRVWUDEDOKRVHQDRULHQWDomRGRVDOXQRV$RV3URIV&LUR5RGULJXHVGH%UXPH5LFDUGR =DPEDUGD9D]GD85,GH6DQWLDJR3URID0RQLFD&DGHQD]]LGD8QLYHUVLGDGGH/D5HSXEOLFDHDRV SHVTXLVDGRUHV -DPLU /XLV 6LOYD GD 6LOYD (0%5$3$ H *LOOHV /HPDLUH ,15$ SHOR DSRLR DRV QRVVRV SyVJUDGXDQGRV$R3URI$QLEDOGH0RUDHV8)35HDR'U$GtOVRQ.RVRVNL0$3$SRULQWHJUDUHPR FRQFHLWRGDSURGXomRLQWHJUDGDQHVWD8QLGDGH&RPSDUDWLYD $RV LQ~PHURV HVWDJLiULRV EROVLVWDV GH JUDGXDomR H SyVJUDGXDQGRV TXH GHUDP VXSRUWH H WUDEDOKDUDPFRPGHGLFDomRHHPSHQKRSDUDDFRQVWUXomRGHWRGDDULTXH]DGHLQIRUPDo}HVTXHHVVH H[SHULPHQWRWHPJHUDGR $ &$3(6 &13T )$3(5*6 3523(64 H 3525(;7 SHODV EROVDV GH H[WHQVmR LQLFLDomR FLHQWt¿FDPHVWUDGRGRXWRUDGRHSURGXWLYLGDGHHPSHVTXLVDTXHGHUDPVXSRUWHDRVUHFXUVRVKXPDQRV HQYROYLGRVQHVWHWUDEDOKR $)$3(5*6&13T)XQGDomR$*5,686H0$3$SHORVUHFXUVRVSURYLGRVSDUDDH[HFXomRGRV SURMHWRVGHSHVTXLVDHDWLYLGDGHVFRUUHODWDV (PHVSHFLDOj)XQGDomR$*5,686SHOR¿QDQFLDPHQWRGRSUHVHQWHEROHWLP $1(;26 3URGXomRWpFQLFRFLHQWtÀFD $UWLJRVFLHQWtÀFRV D3XEOLFDGRV &217( 2 /(9,(1 5 '(%,$6, + 67h50(5 6/. 0$=85$1$ 0 0h//(5 - 6RLO GLVWXUEDQFH LQGH[ DV DQ LQGLFDWRURIVHHGGULOOHI¿FLHQF\LQQRWLOODJHDJURV\VWHPV6RLODQG7LOODJH5HVHDUFKY )(55(,5$ (9) $1*+,121, , $1'5,*+(77, 0+ 0$57,16 $3 &$59$/+2 3&) &LFODJHP H EDODQoR GH SRWiVVLRHSURGXWLYLGDGHGDVRMDQDLQWHJUDomRODYRXUDSHFXiULDVRELQWHQVLGDGHVGHSDVWHMR5HYLVWD%UDVLOHLUDGH&LrQFLD GR6RORYS 628=$('&267$6(9*$$1*+,121,,&$59$/+23&)$1'5,*+(77,0&$2((YROXomRGDVIRUPDV GHODELOLGDGHGRIyVIRURQRVRORHPVLVWHPDGHLQWHJUDomRDJULFXOWXUDSHFXiULDHPSODQWLRGLUHWRVXEPHWLGRDLQWHQVLGDGHV GHSDVWHMR5HYLVWD%UDVLOHLUDGH&LrQFLDGR6ROR,PSUHVVR &$59$/+2 3&) 025$(6$$1*+,121, , 2V EHQHItFLRV TXH DSRUWDP DV SDVWDJHQV DRV VLVWHPDV LQWHJUDGRV GH SURGXomR5HYLVWD3ODQWLR'LUHWRYVXSOS &$59$/+2 3&) $1*+,121, , 025$(6 $ GH 0DQDJLQJ JUD]LQJ DQLPDOV WR DFKLHYH QXWULHQW F\FOLQJ DQG VRLO LPSURYHPHQWLQQRWLOOLQWHJUDWHGV\VWHPV1XWULHQW&\FOLQJLQ$JURHFRV\VWHPVYS 628=$('&267$6(9*$$1*+,121,,/,0$&96&$59$/+23&)0$57,16$3%LRPDVDPLFURELDQD GRVRORHPVLVWHPDGHLQWHJUDomRODYRXUDSHFXiULDHPSODQWLRGLUHWRVXEPHWLGRDLQWHQVLGDGHVGHSDVWHMR5HYLVWD%UDVLOHLUD GH&LrQFLDGR6RORYS 628=$('&267$6(9*$$1*+,121,,&$59$/+23&))(55(,5$(920$57,16$3&$2(* $1'5,*+(77,06RLODJJUHJDWLRQLQDFURSOLYHVWRFNLQWHJUDWLRQV\VWHPXQGHUQRWLOODJH5HYLVWD%UDVLOHLUDGH&LrQFLD GR6RORYS &$59$/+2 3&) 52&+$ /0 %$**,2 & 0$&$5, 6 .815$7+ 75 025$(6$ 'LQkPLFD GD SURGXomR H GD HVWUXWXUDGHSDVWRVPLVWRVGHDYHLDHD]HYpPVXEPHWLGRVDLQWHQVLGDGHVGHSDVWHMRVREORWDomRFRQWtQXD5HYLVWD%UDVLOHLUD GH=RRWHFQLDYS 628=$('&267$6(9*$$1*+,121,,&$59$/+23&)$1'5,*+(77,0&$2(*(VWRTXHVGHFDUERQR RUJkQLFRHGHQLWURJrQLRQRVRORHPVLVWHPDGHLQWHJUDomRODYRXUDSHFXiULDHPSODQWLRGLUHWRVXEPHWLGRDLQWHQVLGDGHVGH SDVWHMR5HYLVWD%UDVLOHLUDGH&LrQFLDGR6RORYS %$**,2&&$59$/+23&)6,/9$-/6$1*+,121,,/23(60/77+852:-03DGU}HVGHGHVORFDPHQWR HFDSWXUDGHIRUUDJHPSRUQRYLOKRVHPSDVWDJHPGHD]HYpPDQXDO/ROLXPPXOWLÀRUXP/DPHDYHLDSUHWD$YHQDVWULJRVD 6FKUHE PDQHMDGD VRE GLIHUHQWHV DOWXUDV HP VLVWHPD GH LQWHJUDomR ODYRXUDSHFXiULD 5HYLVWD %UDVLOHLUD GH =RRWHFQLD YS )(55(,5$(92$1*+,121,,&$59$/+23&)&267$6(9*$&$2(*&RQFHQWUDomRGRSRWiVVLRGRVROR HP VLVWHPD GH LQWHJUDomR ODYRXUDSHFXiULD HP SODQWLRGLUHWRVXEPHWLGRDLQWHQVLGDGHV GSDVWHMR5HYLVWD %UDVLOHLUD GH &LrQFLDGR6RORYS /23(60/7&$59$/+23&)$1*+,121,,6$1726'7$*8,1$*$$$4)/25(6-3&025$(6$6LVWHPD GHLQWHJUDomRODYRXUDSHFXiULDHIHLWRGRPDQHMRGDDOWXUDGHSDVWRVGHDYHLDSUHWDHD]HYpPDQXDOVREUHRUHQGLPHQWRGD FXOWXUDGDVRMD&LrQFLD5XUDO6DQWD0DULDYS )/25(6-3&&$662//&$1*+,121,,&$59$/+23&)$WULEXWRVTXtPLFRVGRVRORHPVLVWHPDGHLQWHJUDomR ODYRXUDSHFXiULDVRESODQWLRGLUHWRFRPDSOLFDomRVXSHU¿FLDOGHFDOFiULR5HYLVWD%UDVLOHLUDGH&LrQFLDGR6RORY S /23(6 0/7 &$59$/+2 3&)$1*+,121, , 6$1726 '7 .866 ) )5(,7$6 ). )/25(6 -3& 6LVWHPD GH LQWHJUDomRODYRXUDSHFXiULDGHVHPSHQKRHTXDOLGDGHGDFDUFDoDGHQRYLOKRVVXSHUSUHFRFHVWHUPLQDGRVHPSDVWDJHPGH DYHLDHD]HYpPPDQHMDGDVREGLIHUHQWHVDOWXUDV&LrQFLD5XUDO6DQWD0DULDYQSMDQIHY %$**,2&&$59$/+23&)6,/9$-/652&+$/0%5(00&6$1726'70217(,52$/*3DGU}HVGHXVR GRWHPSRSRUQRYLOKRVHPSDVWDJHPFRQVRUFLDGDGHD]HYpPDQXDO/ROLXPPXOWLÀRUXP/DPHDYHLDSUHWD$YHQDVWULJRVD 6FKUHE5HYLVWD%UDVLOHLUDGH=RRWHFQLDYS &217( 2 /(9,(1 5 75(,1 &5 0$=85$1$ 0 '(%,$6, + 5HODomR HQWUH UHVLVWrQFLD PHFkQLFD GR VROR j SHQHWUDomR H IRUoD GH WUDomR GHPDQGDGD SRU KDVWHV VXOFDGRUDV GH VHPHDGRUDVDGXEDGRUDV HP VLVWHPD GH LQWHJUDomR ODYRXUDSHFXiULD(QJHQKDULD$JUtFRODYS 628=$('$1*+,121,,0(85(5(-&$59$/+23&)&DUERQRRUJkQLFRHIyVIRURPLFURELDQRHPVLVWHPDGH LQWHJUDomRDJULFXOWXUDSHFXiULDVXEPHWLGRDLQWHQVLGDGHVGHSDVWHMRHPSODQWLRGLUHWR5HYLVWD%UDVLOHLUDGH&LrQFLDGR 6RORYS &217( 2 /(9,(1 575(,1 &5 &(3,. &7& '(%,$6, + 'HPDQGD GH WUDomR HP KDVWH VXOFDGRUD QD LQWHJUDomR ODYRXUDSHFXiULDFRPGLIHUHQWHVSUHVV}HVGHSDVWHMRHVXDUHODomRFRPRHVWDGRGHFRPSDFWDomRGRVROR(QJHQKDULD $JUtFRODYQSMDQDEU )/25(6-3&$1*+,121,,&$662//&&$59$/+23&)/(,7(-*%$WULEXWRVItVLFRVGRVRORHUHQGLPHQWRGH VRMDHPVLVWHPDGHSODQWLRGLUHWRHPLQWHJUDomRODYRXUDSHFXiULDFRPGLIHUHQWHVSUHVV}HVGHSDVWHMR5HYLVWD%UDVLOHLUD GH&LrQFLDGR6RORYS $*8,1$*$$$4&$59$/+23&)$1*+,121,,6$1726'7)5(,7$6)./23(6073URGXomRGHQRYLOKRV VXSHUSUHFRFHVHPSDVWDJHPGHDYHLDHD]HYpPVXEPHWLGDDGLIHUHQWHVDOWXUDVGHPDQHMR5HYLVWD%UDVLOHLUDGH=RRWHFQLD YQS $*8,1$*$ $ $4 &$59$/+2 3&) $1*+,121, , 6$1726 '7 )5(,7$6 ). /23(6 07 &RPSRQHQWHV PRUIROyJLFRV H 3URGXomR GH )RUUDJHP GH XPD 3DVWDJHP GH$YHLD H$]HYpP 0DQHMDGD HP 'LIHUHQWHV$OWXUDV 5HYLVWD %UDVLOHLUDGH=RRWHFQLDYS E(PIDVHGHSXEOLFDomR 52&+$/0&$59$/+23&)%$**,2&$1*+,121,,/23(60/70$&$5,66,/9$-/6'HVHPSHQKRH FDUDFWHUtVWLFDVGDVFDUFDoDVGHQRYLOKRVHPSDVWRVGHLQYHUQRHPURWDomRFRPVRMDHVXEPHWLGRVDLQWHQVLGDGHVGHSDVWHMR VREORWDomRFRQWtQXD5HYLVWD%UDVLOHLUDGH=RRWHFQLD$FHLWR .815$7+ 75 &$'(1$==, 0 %5$0%,//$ '0 $1*+,121, , 025$(6 $ &$59$/+2 3&) +DUYHVW DQG XWLOLVDWLRQHI¿FLHQFLHVRISDVWXUHLQQRWLOOLQWHJUDWHGFURSOLYHVWRFNV\VWHPV&URSDQG3DVWXUH6FLHQFH$FHLWR &+$9(= /) (6&2%$5 /) $1*+,121, , &$59$/+2 3&) 0(85(5 (- 'LYHUVLGDGH PHWDEyOLFD H DWLYLGDGH PLFURELDQDHPVLVWHPDGHLQWHJUDomRODYRXUDSHFXiULDHPSODQWLRGLUHWRVRELQWHQVLGDGHVGHFXOWLYR3HVTXLVD$JURSHFXiULD %UDVLOHLUD$FHLWR &217(2)/25(6-3&&$662//&$1*+,121,,&$59$/+23&)/(9,(15:(63&/(YROXomRGH DWULEXWRVItVLFRVGHVRORHPVLVWHPDGHLQWHJUDomRODYRXUDSHFXiULD3HVTXLVD$JURSHFXiULD%UDVLOHLUD$FHLWR &DStWXORVGHOLYURVHWUDEDOKRVFRPSOHWRVHPDQDLVGHHYHQWRV D3XEOLFDGRV &$59$/+23&)1$%,1*(5&32/,&+(&$1*+,121,,*(1527&07KHIRUDJLQJSURFHVVFDXVHV DQG FRQVHTXHQFHV DV D WRRO WR PDNH IXQFWLRQDO DVVHVVPHQWV RI SDVWRUDO HFRV\VWHPV ,Q &ODXGLR ) 0DFKDGR 0LNH :DGH6LOD&DUQHLURGD6LOYD0RQLFD$JQXVGHL3DXOR&pVDUGH)DFFLR&DUYDOKR6WHYH0RUULV:DJQHU%HVNRZ2UJ $Q RYHUYLHZ RI UHVHDUFK RQ SDVWRUDOEDVHG V\VWHPV LQ WKH VRXWKHUQ SDUW RI VRXWK DPHULFD HG %XHQRV$LUHV 81&3%$YS &$59$/+23&)$1*+,121,,025$(6$/$1*&568/&50628=$('%$<(5&,QGLFDGRUHVSDUD DYDOLDUVLVWHPDVGHLQWHJUDomRODYRXUDHSHFXiULDGHFRUWH,Q6LOYD-/6HWDO(GV:RUNVKRS,QWHJUDomR/DYRXUD 3HFXiULD)ORUHVWDQR%LRPD3DPSD3HORWDV&'520 0217(,52$/*025$(6$&$59$/+23&)6,/9$+$&DUDFWHUL]DomRGRV6LVWHPDV,QWHJUDGRVGH$JULFXOWXUD 3HFXiULD3URGXomRGH/HLWHHP6LVWHPDV,QWHJUDGRVGH$JULFXOWXUD3HFXiULD&XULWLED35(0$7(5YS 025$(6$ &$59$/+2 3&) 0DQHMR GR 3URFHVVR GH 3DVWHMR QRV 6LVWHPDV ,QWHJUDGRV GH$JULFXOWXUD3HFXiULD ,Q $QLEDOGH0RUDHV3DXOR&pVDUGH)DFFLR&DUYDOKR+HUQDQL$OYHVGD6LOYD+XLEHUW3LHWHU-DQVVHQ2UJ3URGXomRGH /HLWHHP6LVWHPDV,QWHJUDGRVGH$JULFXOWXUD3HFXiULD&XULWLED35(0$7(5YS $1*+,121,,628=$('&267$6(9*$)/25(6-3&'LQkPLFDGHIyVIRURSRWiVVLRFiOFLRHPDJQpVLRHP VLVWHPDVGHLQWHJUDomRODYRXUDSHFXiULD,Q6LPSyVLR,QWHUQDFLRQDOGH,QWHJUDomR/DYRXUD3HFXiULD&XULWLED$QDLV HP&'&XULWLED8)35 &$59$/+23&)6,/9$-/6025$(6$)217$1(//,560$&$5,6%5(00&75,1'$'(-.0DQHMR GHDQLPDLVHPSDVWHMRHPVLVWHPDVGHLQWHJUDomRODYRXUDSHFXiULD,Q3DXOR&pVDUGH)DFFLR&DUYDOKR$QLEDOGH0RUDHV 5HXEHQ0DUN6XOF2UJ,QWHUQDWLRQDO6\PSRVLXPRQ,QWHJUDWHG/LYHVWRFN6\VWHPV&XULWLED8)35 6,/9$-/6&$59$/+23&)$1*+,121,,025$(6$75(,1&)/25(6-3&%$**,2&52&+$/0 *HUHQFLDPHQWR GD ,QWHJUDomR /DYRXUD3HFXiULD ,Q &RRSHUDWLYD 7ULWtFROD 6mR %RUMHQVH 2UJ ,9 6LPSyVLR &RWULVDO GD &DUQH%RYLQD*HVWmRH3URGXWLYLGDGH6mR%RUMD56&RWULVDOYS &$59$/+23&))/25(6-3&&(3,.&&7/(9,(15/23(607%$**,2&/$1*&568/&50 3(/,66$5,$2HVWDGRGDDUWHHPLQWHJUDomRODYRXUDSHFXiULD,Q&DUORV6DQWRV*RWWVFKDOO-DPLU/XtV6LOYDGD6LOYD 1RUPD &HQWHQR 5RGULJXHV 2UJ 3URGXomR DQLPDO PLWRV SHVTXLVD H DGRomR GH WHFQRORJLD &DQRDV56 (GLWRUD GD 8/%5$YS &$59$/+2 3&) 025$(6$$1*+,121, ,$*8,1$*$ Æ$4 &$662/ /& )/25(6 -3& 6,/9$ -/6 $/9(66-3(/,66$5,$,QWHJUDomRODYRXUDSHFXiULDFRPRDXPHQWDUDUHQWDELOLGDGHRWLPL]DURXVRGDWHUUDHPLQLPL]DU RVULVFRV,Q3$7,12+DUROG2VSLQD%(51$'È0DULD+HOHQD*XHUUD0('(,526)iELR6FKXOHU2UJ,,6LPSyVLRGD &DUQH%RYLQD,QWHJUDomR/DYRXUD3HFXiULDHGYS 025$(6$$/9(66-3(/,66$5,$&$59$/+23&),QWHJUDomRODYRXUDSHFXiULDQR6XOGR%UDVLO,Q026&$5', )OiYLR +2))0$11&$032 &ODUD %HDWUL] 2UJ 3URFHHGLQJV RI WKH 9,, :RUOG 6R\EHDQ 5HVHDUFK &RQIHUHQFH HG /RQGULQD0&*UD¿FDH(GLWRUD/WGDYS 025$(6$$/9(66-3(/,66$5,$&$59$/+23&)&$662//&$WXDOLGDGHVQDLQWHJUDomRODYRXUDHSHFXiULD QDUHJLmRVXOGR%UDVLO,Q*2776&+$//&DUORV6DQWRV6,/9$-DPLU/XLV6LOYDGD52'5,*8(61RUPD&HQWHQR2UJ ,QWHJUDomR*HVWmRH&DGHLDV3URGXWLYDV3RUWR$OHJUH8/%5$YS E(PIDVHGHSXEOLFDomR $1*+,121,,$660$11-00$57,16$3&267$6(&$59$/+23&)&LFODJHPGHQXWULHQWHVHPLQWHJUDomR ODYRXUDSHFXiULD,,,(QFRQWURGH,QWHJUDomR/DYRXUD3HFXiULDQR6XOGR%UDVLO3DWR%UDQFR87)35DGHMXOKRGH &$59$/+23&).815$7+75'$0,$1)%$57+1(72$%$552566$9,$1-3)(,)(5)$1*+,121, ,([SHULrQFLDVHP,/3QR5LR*UDQGHGR6XO,,,(QFRQWURGH,QWHJUDomR/DYRXUD3HFXiULDQR6XOGR%UDVLO3DWR%UDQFR35 DGHMXOKRGH $1*+,121,,&$59$/+23&)025$(6$628=$('&217(2/$1*&5%HQHItFLRVGDLQWHJUDomRODYRXUD SHFXiULDVREUHDIHUWLOLGDGHGRVRORHPVLVWHPDSODQWLRGLUHWR)HUWLOLGDGHGRVRORHPSODQWLRGLUHWR3RQWD*URVVD$($*3* SQRSUHOR &$59$/+2 3&) 025$(6 $ ,QWHJUDWLRQ RI JUDVVODQGV ZLWKLQ FURS V\VWHPV LQ 6RXWK$PHULFD *UDVVODQG 3URGXFWLYLW\DQG(FRV\VWHP6HUYLFHV&$%,QW 025$(6$&$59$/+23&)%$/%,12/628=$('6LVWHPDVGHLQWHJUDomRODYRXUDSHFXiULD)RUUDJLFXOWXUD &LrQFLD7HFQRORJLDH*HVWmRGRV5HFXUVRV)RUUDJHLURV 5HVXPRVHUHVXPRVH[SDQGLGRV .815$7+ 75 &$59$/+2 3&) %5$0%,//$ '0 $660$11 -0 &$'(1$==,0 $1*+,121,, 3)(,)(5 )05HQGLPHQWRGHJUmRVGHVRMDHPVLVWHPDGHLQWHJUDomRODYRXUDSHFXiULDVREGLIHUHQWHVDOWXUDVGRSDVWR,Q;;;,,, &RQJUHVVR%UDVLOHLURGH&LrQFLDGR6ROR8EHUOkQGLD±0*6RORVQRVELRPDVEUDVLOHLURVVXVWHQWDELOLGDGHHPXGDQoDV FOLPiWLFDV .815$7+75&$59$/+23&)%5$0%,//$'0$660$11-0&$'(1$==,0$1*+,121,,1RGXODomRH GHVHQYROYLPHQWRGHVRMDHPVLVWHPDGHLQWHJUDomRODYRXUDSHFXiULD,Q;;;,,,&RQJUHVVR%UDVLOHLURGH&LrQFLDGR6ROR 8EHUOkQGLD±0*6RORVQRVELRPDVEUDVLOHLURVVXVWHQWDELOLGDGHHPXGDQoDVFOLPiWLFDV 0$57,16$3)(55(,5$(92&$2(*$1'5,*+(77,0+$1*+,121,,&LFODJHPGHSRWiVVLRHPLQWHJUDomR ODYRXUDSHFXiULDVREVHPHDGXUDGLUHWD,Q;;;,,,&RQJUHVVR%UDVLOHLURGH&LrQFLDGR6ROR8EHUOkQGLD±0*6RORV QRVELRPDVEUDVLOHLURVVXVWHQWDELOLGDGHHPXGDQoDVFOLPiWLFDV )(55(,5$(920$57,16$3$1'5,*+(77,0+&$2(*$1*+,121,,%DODQoRGHSRWiVVLRHSURGXWLYLGDGH GHVRMDHPLQWHJUDomRODYRXUDSHFXiULDVREVHPHDGXUDGLUHWD,Q;;;,,,&RQJUHVVR%UDVLOHLURGH&LrQFLDGR6ROR 8EHUOkQGLD±0*6RORVQRVELRPDVEUDVLOHLURVVXVWHQWDELOLGDGHHPXGDQoDVFOLPiWLFDV 628=$('&267$6(9*$$1*+,121,,&$59$/+23&)$JUHJDomRGRVRORHPVLVWHPDGHLQWHJUDomRODYRXUD SHFXiULDHPSODQWLRGLUHWR,Q;;;,,,&RQJUHVVR%UDVLOHLURGH&LrQFLDGR6ROR8EHUOkQGLD±0*6RORVQRVELRPDV EUDVLOHLURVVXVWHQWDELOLGDGHHPXGDQoDVFOLPiWLFDV &(&$*12'$660$11-0$1*+,121,,'HFRPSRVLomRHOLEHUDomRGHQLWURJrQLRGHUHVtGXRVGHSDVWDJHPHGH HVWHUFRERYLQRVREGLIHUHQWHVLQWHQVLGDGHVGHSDVWHMRHPVLVWHPDGHLQWHJUDomRODYRXUDSHFXiULDHPSODQWLRGLUHWR,Q;;,, 6DOmRGH,QLFLDomR&LHQWt¿FDH;,;)HLUDGH,QLFLDomRj,QRYDomRH'HVHQYROYLPHQWR7HFQROyJLFR3RUWR$OHJUH56 $QDLVGR;;,,6DOmRGH,QLFLDomR&LHQWt¿FDH;,;)HLUDGH,QLFLDomRj,QRYDomRH'HVHQYROYLPHQWR7HFQROyJLFR 0$57,16$3628=$('$1*+,121,,ËQGLFHGHPDQHMRGHFDUERQRFRPRLQGLFDGRUGHTXDOLGDGHGHVRORHPVLVWHPDV LQWHJUDGRVGHSURGXomRDJURSHFXiULD,Q;;,6DOmRGH,QLFLDomR&LHQWt¿FD8)5*63RUWR$OHJUH5HVXPRV &217(2:(63&//(9,(15&$59$/+23&)0$=85$1$008//(5-9,$1$&$/%$''HVHPSHQKR SURGXWLYRGDVRMDHPVLVWHPDGHLQWHJUDomRODYRXUDSHFXiULDFRPGLIHUHQWHVLQWHQVLGDGHVGHSDVWHMR,Q;;;9,,5HXQLmRGH 3HVTXLVDGH6RMDGD5HJLmR6XO3RUWR$OHJUH$QDLVGD;;;9,,5HXQLmRGH3HVTXLVDGH6RMDGD5HJLmR6XO $/%$'&217(2/(9,(159,$1$&0$=85$1$00h//(5-$WULEXWRVTXtPLFRVGRVRORLQÀXHQFLDGRVSHOR VLVWHPDGHLQWHJUDomRDJULFXOWXUDSHFXiULD,Q;;;,,&RQJUHVVR%UDVLOHLURGH&LrQFLDGR6ROR)RUWDOH]D&(2VROR HDSURGXomRGHELRHQHUJLDSHUVSHFWLYDVHGHVD¿RV &217(2/(9,(150$=85$1$00h//(5-$/%$'9,$1$&5HVLVWrQFLDGRVRORjSHQHWUDomRQDDYDOLDomR GRHIHLWRGRSLVRWHLRGHERYLQRVHPVLVWHPDGHLQWHJUDomRDJULFXOWXUDSHFXiULD,Q;;;,,&RQJUHVVR%UDVLOHLURGH&LrQFLDGR 6ROR)RUWDOH]D&(2VRORHDSURGXomRGHELRHQHUJLDSHUVSHFWLYDVHGHVD¿RV &217( 2 0$=85$1$ 0 /(9,(1 5$/%$ ' 9,$1$& 'LVWULEXLomR HVSDFLDO GD PDWpULD RUJkQLFD GR VROR HP VLVWHPDGHLQWHJUDomRODYRXUDSHFXiULDHP/DWRVVROR,Q;;9,&RQJUHVVR%UDVLOHLURGH$JURQRPLD*UDPDGR56 $JULFXOWXUDIRUWH$OLPHQWR(QHUJLDH0HLR$PELHQWH )(55(,5$ (92 &$2 (* $1'5,*+(77, 0+ 0$57,16 $3 &267$ 6(9*$ $1*+,121, , 7HRUHV GH SRWiVVLRGRVRORHPVLVWHPDGHLQWHJUDomRODYRXUDSHFXiULDVRESODQWLRGLUHWR,Q)(57%,2/RQGULQD35'HVD¿RV SDUDRXVRGRVRORFRPH¿FLrQFLDHTXDOLGDGHDPELHQWDO 75(,1&/(9,(15&217(23RZHUUHTXLUHPHQWRISODQWHUFKLVHOW\SHIXUURZRSHQHUVSODQWLQJVR\EHDQVRQSDVWXUHODQG DIWHU JUD]LQJ ,Q ,QWHUQDWLRQDO &RQIHUHQFH RQ$JULFXOWXUH (QJLQHHULQJ +HUVRQLVVRV &UHWH *UpFLD$JULFXOWXUDO %LRV\VWHPV(QJLQHHULQJIRUD6XVWDLQDEOH:RUOG %$**,2&&$59$/+23&)6,/9$-/6$1*+,121,,52&+$/0%5(00&/23(60/7&RPSRUWDPHQWR HPSDVWHMRGHQRYLOKRVQXPDSDVWDJHPGHD]HYpPDQXDOHDYHLDSUHWDVXEPHWLGDDGLIHUHQWHVDOWXUDVGHPDQHMRHPVLVWHPD GH LQWHJUDomR ODYRXUDSHFXiULD ,Q 6LPSyVLR ,QWHUQDFLRQDO HP ,QWHJUDomR /DYRXUD3HFXiULD &XULWLED 6LPSyVLR ,QWHUQDFLRQDOHP,QWHJUDomR/DYRXUD3HFXiULD&XULWLED %5$92 (6 &$59$/+2 3&) 0$&$5, 6 3,0(17$ &0 3URGXomR GH QRYLOKR VXSHUSUHFRFH HP VLVWHPD GH LQWHJUDomRODYRXUDSHFXiULDVXEPHWLGRDGLIHUHQWHVDOWXUDVGHSDVWHMR,Q6LPSyVLR,QWHUQDFLRQDOHP,QWHJUDomR/DYRXUD 3HFXiULD&XULWLED6LPSyVLR,QWHUQDFLRQDOHP,QWHJUDomR/DYRXUD3HFXiULD&XULWLED &217( 2 /(9,(1 5 75(,1 &5 0$=85$1$ 0 '$/&,1 % &RUUHODomR HQWUH UHVLVWrQFLD PHFkQLFD GR VROR j SHQHWUDomRHHVIRUoRGHWUDomRHPKDVWHVVXOFDGRUDVGHVHPHDGRUDVDGXEDGRUDVHPVHPHDGXUDVREUHiUHDFRPVLVWHPD GHLQWHJUDomRODYRXUDSHFXiULD,Q&RQJUHVVR%UDVLOHLURGH&LrQFLDGR6ROR*UDPDGR&RQTXLVWDV'HVD¿RVGD &LrQFLDGR6ROR%UDVLOHLUD &217(2/(9,(1575(,1&50$=85$1$0'$/&,1%(VIRUoRGHWUDomRHPKDVWHVXOFDGRUDVGHVHPHDGRUDV HUHVLVWrQFLDGRVRORjSHQHWUDomRDYDOLDGRVHPVLVWHPDGHLQWHJUDomRODYRXUDSHFXiULDFRPGLIHUHQWHVSUHVV}HVGHSDVWHMR ,Q 6LPSyVLR ,QWHUQDFLRQDO HP ,QWHJUDomR /DYRXUD3HFXiULD &XULWLED 35 6LPSyVLR ,QWHUQDFLRQDO HP ,QWHJUDomR /DYRXUD3HFXiULD &267$6(9*$628=$('/,0$&96$1*+,121,,0(85(5(-&$59$/+23&)%LRPDVVDDWLYLGDGH H IyVIRUR PLFURELDQR HP VLVWHPD GH LQWHJUDomR DJULFXOWXUD SHFXiULD VRE SODQWLR GLUHWR ,Q ;;;, &RQJUHVVR %UDVLOHLUR GH &LrQFLD GR 6ROR &RQTXLVWDV 'HVD¿RV GD &LrQFLD GR 6ROR %UDVLOHLUD *UDPDGR56 &RQTXLVWDV 'HVD¿RV GD &LrQFLDGR6ROR%UDVLOHLUD3RUWR$OHJUH568)5*6S &267$6(9*$6286$(')257(60$&$2(*)(55(,5$(92$1*+,121,,3KRVSKRUXVIUDFWLRQV RQ DQ LQWHJUDWHG FURSOLYHVWRFN V\VWHP XQGHU QRWLOODJH LQ VXEWURSLFDO FRQGLWLRQ ,Q 6LPSyVLR ,QWHUQDFLRQDO GH ,QWHJUDomR /DYRXUDSHFXiULD&XULWLED$QDLVHP&'&XULWLED8)35Y 628=$('&267$6(9*$/,0$&96$1*+,121,,0(85(5(-&$59$/+23&)(VWRTXHVGHFDUERQR RUJkQLFR HP VLVWHPD GH LQWHJUDomR DJULFXOWXUD SHFXiULD VRE SODQWLR GLUHWR ,Q ;;;, &RQJUHVVR %UDVLOHLUR GH &LrQFLD GR 6ROR&RQTXLVWDV'HVD¿RVGD&LrQFLDGR6ROR%UDVLOHLUD*UDPDGR56&RQTXLVWDV'HVD¿RVGD&LrQFLDGR6ROR %UDVLOHLUD3RUWR$OHJUH568)5*6S 628=$('&267$6(9*$$1*+,121,,&$59$/+23&)&DUERQDFFXPXODWLRQRQLQWHJUDWHGFURSOLYHVWRFN V\VWHPXQGHUQRWLOODJHLQVXEWURSLFDOFRQGLWLRQV,Q6LPSyVLR,QWHUQDFLRQDOHP,QWHJUDomR/DYRXUD3HFXiULD&XULWLED 6LPSyVLR,QWHUQDFLRQDOHP,QWHJUDomR/DYRXUD3HFXiULD&XULWLED 6,/9$-/6&$59$/+23&)$1*+,121,,025$(6$75(,1&)/25(6-3&%$**,2&52&+$/0 *HUHQFLDPHQWR GD ,QWHJUDomR /DYRXUD3HFXiULD ,Q &RRSHUDWLYD 7ULWtFROD 6mR%RUMHQVH 2UJ ,9 6LPSyVLR &RWULVDO GD &DUQH%RYLQD*HVWmRH3URGXWLYLGDGH6mR%RUMD56&RWULVDOYS %$**,2&&$59$/+23&)6,/9$-/6$1*+,121,,52&+$/06$1726'7%5$92(6*8(55$ (&$5'26255&RPSRQHQWHVGRSURFHVVRGHSDVWHMRGHQRYLOKRVHPSDVWDJHPGHD]HYpPDQXDOHDYHLDSUHWDVRE GLIHUHQWHV DOWXUDV HP VLVWHPD GH LQWHJUDomR ODYRXUDSHFXiULD ,Q 5HXQLmR$QXDO GD 6RFLHGDGH %UDVLOHLUD GH =RRWHFQLD -RmR3HVVRD$QDLVGD5HXQLmR$QXDOGD6RFLHGDGH%UDVLOHLUDGH=RRWHFQLDS %$**,2&&$59$/+23&)6,/9$-/6$1*+,121,,52&+$/06$1726'77+852:-0/23(6 07.815$7+75&RPSRUWDPHQWRLQJHVWLYRGHQRYLOKRVHPSDVWDJHQVGHD]HYpPDQXDOHDYHLDSUHWDPDQHMDGDVHP GLIHUHQWHV DOWXUDV HP VLVWHPD GH LQWHJUDomR ODYRXUDSHFXiULD ,Q 5HXQLmR$QXDO GD 6RFLHGDGH %UDVLOHLUD GH =RRWHFQLD -RmR3HVVRD$QDLVGD5HXQLmR$QXDOGD6RFLHGDGH%UDVLOHLUDGH=RRWHFQLDS &217(2/(9,(1575(,1&5'(%,$6,+&(3,.&7&$YDOLDomRGRVLVWHPDLQWHJUDomRODYRXUDSHFXiULDHP ODWRVVRORFRPVHPHDGXUDGLUHWD,Q;9,5HXQLmREUDVLOHLUDGH0DQHMRH&RQVHUYDomRGRVRORHGDÈJXD$UDFDMX6( 1RYRVGHVD¿RVGRFDUERQRQRPDQHMRFRQVHUYDFLRQLVWD '$/&,1%&217(25266,75HVLVWrQFLDGRVRORjSHQHWUDomRHIRUoDGHWUDomRHVSHFt¿FDQRVLVWHPDLQWHJUDomR ODYRXUDSHFXiULD ,Q ;,9 -RUQDGDV GH -RYHQV 3HVTXLVDGRUHV GD$8*0 &DPSLQDV (PSUHHQGHGRULVPR ,QRYDomR 7HFQROyJLFDH'HVHQYROYLPHQWR5HJLRQDO &217(2/(9,(1575(,1&5'(%,$6,+&(3,.&7&5HVLVWrQFLDGRVRORjSHQHWUDomRHGHPDQGDGHWUDomR HPKDVWHVXOFDGRUDQDLQWHJUDomRODYRXUDSHFXiULDFRPGLIHUHQWHVSUHVV}HVGHSDVWHMR,Q;;;9&RQJUHVVR%UDVLOHLURGH (QJHQKDULD$JUtFROD-RmR3HVVRD3%&' )5$*$7,)/25(6-3&/(,7(-*%$1*+,121,,&$59$/+23&)$WULEXWRVItVLFRVGRVRORHUHQGLPHQWRGH VRMDHPXPVLVWHPDGHLQWHJUDomRODYRXUDSHFXiULDFRPGLIHUHQWHVSUHVV}HVGHSDVWHMRHPVREVHPHDGXUDGLUHWD,Q &RQJUHVRGHVRMDGHO0HUFRVXU5RVDULR0(5&262-$5RVDULR7HFQLJUD¿FDS 52&+$ /0 &$59$/+2 3&)$1*+,121, , 1$%,1*(5 & %$**,2 & 6$1726 '7 %5$92 (6 )(,-Ï &/3URGXomRGHQRYLOKRVVXSHUSUHFRFHVHPSDVWDJHPGHLQYHUQRVXEPHWLGDDGLIHUHQWHVDOWXUDVGHSDVWHMRHPLQWHJUDomR ODYRXUDSHFXiULD,Q5HXQLmR$QXDOGD6RFLHGDGH%UDVLOHLUDGH=RRWHFQLD-RmR3HVVRD$QDLVGD5HXQLmR$QXDO GD6RFLHGDGH%UDVLOHLUDGH=RRWHFQLDS &217(2/(9,(1575(,1&5)RUoDGHWUDomRHVSHFt¿FDHPVHPHDGXUDGLUHWDHUHVLVWrQFLDGRVRORjSHQHWUDomRQD LQWHJUDomRODYRXUDSHFXiULDFRPGLIHUHQWHVSUHVV}HVGHSDVWHMR,Q&RQJUHVVR%UDVLOHLURGH&LrQFLDGR6ROR5HFLIH 3(6RORVVXVWHQWDELOLGDGHHTXDOLGDGHDPELHQWDO )/25(6-3&/(,7(-*%)5$*$7,$1*+,121,,&$59$/+23&)$WULEXWRVTXtPLFRVGHXP/DWRVVRORHPXP VLVWHPDGHLQWHJUDomRODYRXUDSHFXiULDVRESODQWLRGLUHWRPHVHVDSyVDDSOLFDomRVXSHU¿FLDOGHFDOFiULR,Q&RQJUHVVR %UDVLOHLURGH&LrQFLDGR6ROR5HFLIH$QDLVGR;;;&RQJUHVVR%UDVLOHLURGH&LrQFLDGR6RORS &217(2/(9,(15&(3,.&,QWHJUDomRODYRXUDSHFXiULDFRPGLIHUHQWHVSUHVV}HVGHSDVWHMRGHPDQGDGHWUDomRHP VHPHDGXUDGLUHWDHPVHPHDGXUDGLUHWDFRPGLIHUHQWHVJUDXVGHPRELOL]DomRGHVROR,Q&RQJHVVR%UDVLOHLURGH(QJHQKDULD $JUtFROD&DQRDV56&RQVWUXLQGR7HFQRORJLDSDUDR$JURQHJyFLR )/25(6-3&$1*+,121,,&$59$/+23&)68/&506RLO3K\VLFDO3URSHUWLHVDV$IIHFWHGE\*UD]LQJ,QWHQVLW\ LQ ,QWHJUDWHG &URS /LYHVWRFN 6\VWHPV ,Q 7KH $6$&66$666$ ,QWHUQDWLRQDO $QQXDO 0HHWLQJV 6DOW /DNH &LW\ 3URFHHGLQJVRI7KH$6$&66$666$,QWHUQDWLRQDO$QQXDO0HHWLQJV /(,7( -*% )/25(6 -3& )5$*$7,$1*+,121, , &$59$/+2 3&)$WULEXWRV ItVLFRV GR VROR H SUHVVmR GH SDVWHMRHPXPVLVWHPDGHLQWHJUDomRODYRXUDSHFXiULDVRESODQWLRGLUHWR,Q&RQJUHVVR%UDVLOHLURGH&LrQFLDGR6ROR 5HFLIH$QDLVGR;;;&RQJUHVVR%UDVLOHLURGH&LrQFLDGR6RORS /(,7(-*%)5$*$7,)/25(6-3&&$59$/+23&)$1*+,121,,$WULEXWRVTXtPLFRVGHXPODWRVVRORDUJLORVR HPXPVLVWHPDGHLQWHJUDomRODYRXUDSHFXiULDVREVHPHDGXUDGLUHWDFRPFDOFiULRDSOLFDGRQDVXSHUItFLH,Q;9,,6$/2 '( ,1,&,$d2 &,(17Ë),&$ ( ;,9 )(,5$ '( ,1,&,$d2 &,(17Ë),&$ '$ 8)5*6 3RUWR $OHJUH $QDLV GR ;9,, 6$/2'(,1,&,$d2&,(17Ë),&$(;,9)(,5$'(,1,&,$d2&,(17Ë),&$'$8)5*60DQDXV$06RQRSUHVV5LPR GD$PD]{QLDS )/25(6-3&/(,7(-*%)5$*$7,$1*+,121,,&$59$/+23&)&$662//&$WULEXWRVTXtPLFRVGRVROR HPXPVLVWHPDGHLQWHJUDomRODYRXUDSHFXiULDVRESODQWLRGLUHWRFRPDSOLFDomRGHFDOFiULRQDVXSHUItFLH,Q)HUWELR /DJHVS $*8,1$*$ Æ$4 &$59$/+2 3&) $1*+,121, , &$662/ /& 6$1726 '7 $*8,1$*$ $-4 *80$ -0&5*21d$/9(6(13URGXomRGHQRYLOKRVVXSHUSUHFRFHVHPVLVWHPDGHLQWHJUDomRODYRXUDSHFXiULDHIHLWRGH GLIHUHQWHVDOWXUDVGHPDQHMRGDSDVWDJHPGHLQYHUQRQRGHVHPSHQKRGRVDQLPDLV,Q5HXQLmR$QXDOGD6RFLHGDGH %UDVLOHLUDGH=RRWHFQLD&DPSR*UDQGH$QDLVGD5HXQLmR$QXDOGD6RFLHGDGH%UDVLOHLUDGH=RRWHFQLDS $*8,1$*$Æ$4&$59$/+23&)$1*+,121,,)/25(6-3&3,/$8$&$8'852*)*,$1/833,*) 6,/9$7'LQkPLFDHSURGXomRGHIRUUDJHPHPSDVWDJHPGHDYHLD$YHQDVWULJRVDHD]HYpP/ROLXPPXOWLÀRUXPVXEPHWLGD DGLIHUHQWHVDOWXUDVGHPDQHMR,Q5HXQLmR$QXDOGD6RFLHGDGH%UDVLOHLUDGH=RRWHFQLD&DPSR*UDQGH$QDLVGD 5HXQLmR$QXDOGD6RFLHGDGH%UDVLOHLUDGH=RRWHFQLDS /(,7(-*%)/25(6-3&)5$*$7,&$59$/+23&)$1*+,121,,$WULEXWRVItVLFRVGRVRORHUHQGLPHQWRGH VRMDHPXPVLVWHPDGHLQWHJUDomRODYRXUDSHFXiULDVRESODQWLRGLUHWR,Q;9,6$/2'(,1,&,$d2&,(17Ë),&$(;,,, )(,5$'(,1,&,$d2&,(17Ë),&$'$8)5*63RUWR$OHJUH$QDLVGR;9,6$/2'(,1,&,$d2&,(17Ë),&$(;,,, )(,5$'(,1,&,$d2&,(17Ë),&$'$8)5*6S /(,7(-*%)/25(6-3&)5$*$7,$1*+,121,,&$59$/+23&)$*8,1$*$Æ$4$WULEXWRVItVLFRVGR VRORHUHQGLPHQWRGHVRMDHPXPVLVWHPDGHLQWHJUDomRODYRXUDSHFXiULDVRESODQWLRGLUHWR,Q)HUWELR/DJHV S 025$(6$/$1*&53(/,66$5,$&$59$/+23&),QWHJUDomRDJURSHFXiULDHPVLVWHPDSODQWLRGLUHWRLQWHJUDomR ODYRXUDSHFXiULD QR 6XO GR %UDVLO ,Q ,; (QFRQWUR 1DFLRQDO GH 3ODQWLR 'LUHWR QD 3DOKD &KDSHFy6&$QDLV GR ,; (QFRQWUR1DFLRQDOGH3ODQWLR'LUHWRQD3DOKDYS &$662/ /& &$59$/+2 3&)$1*+,121, ,$*8,1$*$ Æ$4 &5$1&,2 /$ *,$1/833, *) 9(//('$ */*8(55$(%HHIFDWWOHSURGXFWLRQLQRDWU\HJUDVVSDVWXUHVPDQDJHGDWGLIIHUHQWVZDUGKHLJKWV,Q:RUOG&RQIHUHQFH RQ$QLPDO3URGXFWLRQ3RUWR$OHJUH3URFHHGLQJVRIWKH,;:RUOG&RQIHUHQFHRQ$QLPDO3URGXFWLRQ3RUWR$OHJUH (GLWRUDGD8)5*6Y *,$1/833,*)&$662//&*21=$/(6*2&5$1&,2/$$1*+,121,,75,1'$'(-.9(//('$*/ (9$1*(/,67$ *7 &$6752 &5& &$59$/+2 3&) 'HVHPSHQKR GH XPD SDVWDJHP GH DYHLD SUHWD H D]HYpP PDQHMDGDVRETXDWURGLIHUHQWHVDOWXUDV,Q;96DOmRGH,QLFLDomR&LHQWt¿FDH;,,)HLUDGH,QLFLDomR&LHQWt¿FD3RUWR $OHJUH56$QDLVGR;96DOmRGH,QLFLDomR&LHQWt¿FDH;,,)HLUDGH,QLFLDomR&LHQWt¿FDYS /(,7(-*%&$662//&&$59$/+23&))/25(6-3&$1*+,121,,$OWHUDo}HVGHDWULEXWRVTXtPLFRVGRVROR DSyVDFDODJHPHPiUHDDQWHULRUPHQWHVXEPHWLGDDSDVWHMRDQLPDOGHDYHLDD]HYpPPDQHMDGDVREGLIHUHQWHVDOWXUDV,Q ;96DOmRGH,QLFLDomR&LHQWt¿FDH;,,)HLUDGH,QLFLDomR&LHQWt¿FD3RUWR$OHJUH56$QDLVGR;96DOmRGH,QLFLDomR &LHQWt¿FDH;,,)HLUDGH,QLFLDomR&LHQWt¿FDYS 9(//('$ */ &$662/ /& *,$1/833, *) &5$1&,2 /$ *8(55$ ( $1*+,121, , &$59$/+2 3&) 3URGXomRDQLPDOHPSDVWDJHPGHDYHLDSUHWDD]HYpPPDQHMDGDHPGLIHUHQWHVDOWXUDV,Q;96DOmRGH,QLFLDomR&LHQWt¿FD H;,,)HLUDGH,QLFLDomR&LHQWt¿FD3RUWR$OHJUH56$QDLVGR;96DOmRGH,QLFLDomR&LHQWt¿FDH;,,)HLUDGH,QLFLDomR &LHQWt¿FDYS &$662//&$1*+,121,,&$59$/+23&)1tYHLVGH¿WRPDVVDDpUHDUHVLGXDOGHSDVWDJHPGHDYHLDD]HYpPH RUHQGLPHQWRGHVRMDQXPVLVWHPDGHLQWHJUDomRODYRXUDSHFXiULD,Q,95HXQLmR6XO%UDVLOHLUDGH&LrQFLDGR6ROR 3RUWR$OHJUH$QDLVGD,95HXQLmR6XO%UDVLOHLUDGH&LrQFLDGR6ROR3RUWR$OHJUH8)5*6S &$662/ /& $1*+,121, , &$59$/+2 3&) %,=$552 0- &DUDFWHUtVWLFDV ItVLFDV GR VROR DSyV SDVWHMR GH DYHLDD]HYpP VXEPHWLGDV D GLIHUHQWHV DOWXUDV GHPDQHMR,Q,95HXQLmR 6XO%UDVLOHLUD GH&LrQFLDGR6ROR3RUWR $OHJUH56$QDLVGD,95HXQLmR6XO%UDVLOHLUDGH&LrQFLDGR6ROR3RUWR$OHJUH8)5*6S )RUPDomRGHUHFXUVRVKXPDQRV 'RXWRUDGR 260$5&217(0RELOL]DomRDWULEXWRVGHVRORHYDULDELOLGDGHHVSDFLDOHPLQWHJUDomRODYRXUDSHFXiULD3URJUDPDGH3yV *UDGXDomRHP&LrQFLDGR6ROR)DFXOGDGHGH$JURQRPLD8)5*6 (',&$5/26 '$0$&(1$ '( 628=$ (YROXomR GD PDWpULD RUJkQLFD GR IyVIRUR H GD DJUHJDomR GR VROR HP VLVWHPD GH LQWHJUDomR DJULFXOWXUDSHFXiULD HP SODQWLR GLUHWR VXEPHWLGR D LQWHQVLGDGHV GH SDVWHMR 3URJUDPD GH 3yV*UDGXDomR HP &LrQFLDGR6ROR)DFXOGDGHGH$JURQRPLD8)5*6 -223$8/2&$662/)/25(6$WULEXWRVItVLFRVHTXtPLFRVGRVRORHUHQGLPHQWRGHVRMDVRELQWHJUDomRODYRXUDSHFXiULD HPVLVWHPDVGHPDQHMR3URJUDPDGH3yV*UDGXDomRHP&LrQFLDGR6ROR)DFXOGDGHGH$JURQRPLD8)5*6 /8,6&e6$5&$662/5HODo}HVVRORSODQWDDQLPDOQXPVLVWHPDGHLQWHJUDomRODYRXUDSHFXiULDHPVHPHDGXUDGLUHWDFRP FDOFiULRQDVXSHUItFLH3URJUDPDGH3yV*UDGXDomRHP&LrQFLDGR6ROR)DFXOGDGHGH$JURQRPLD8)5*6 0HVWUDGR 7$,6(52%,1621.815$7+,PSDFWRVGDDOWXUDGHPDQHMRGRSDVWRHPVLVWHPDVGHLQWHJUDomRODYRXUDSHFXiULD3URJUDPD GH3yV*UDGXDomRHP=RRWHFQLD)DFXOGDGHGH$JURQRPLD8)5*6 &5,67,$1('(/,0$:(636LVWHPDGHLQWHJUDomRODYRXUDSHFXiULDGHVHPSHQKRGHQRYLOKRVVXSHUSUHFRFHVHYDULDELOLGDGH HVSDFLDOGRSDVWR3URJUDPDGH3yV*UDGXDomRHP=RRWHFQLD)DFXOGDGHGH$JURQRPLD8)5*6 (5,& 9,&725 '( 2 )(55(,5$ 'LQkPLFD GH SRWiVVLR HP VLVWHPD GH LQWHJUDomR ODYRXUSHFXiULD HP SODQWLR GLUHWR VRE LQWHQVLGDGHVGHSDVWHMR3URJUDPDGH3yV*UDGXDomRHP&LrQFLDGR6ROR)DFXOGDGHGH$JURQRPLD8)5*6 &$52/,1$%$**,2&RPSRUWDPHQWRHPSDVWHMRGHQRYLOKRVQXPDSDVWDJHPGHLQYHUQRVXEPHWLGDDGLIHUHQWHVDOWXUDVGH PDQHMR3URJUDPDGH3yV*UDGXDomRHP=RRWHFQLD)DFXOGDGHGH$JURQRPLD8)5*6 /(0$50$&,(/'$52&+$$OWXUDGHPDQHMRGRSDVWRHVXDVFRQVHTrQFLDVVREUHDSURGXomRDQLPDOHDGLQkPLFDGH SDVWDJHQVDQXDLVGHLQYHUQR3URJUDPDGH3yV*UDGXDomRHP=RRWHFQLD)DFXOGDGHGH$JURQRPLD8)5*6 0$5,/,$/$==$52727(55$/23(66LVWHPDGHLQWHJUDomRODYRXUDSHFXDULDGHVHPSHQKRGHQRYLOKRVVXSHUSUHFRFHVH UHQGLPHQWRVXEVHTHQWHGDFXOWXUDGDVRMD3URJUDPDGH3yV*UDGXDomRHP=RRWHFQLD)DFXOGDGHGH$JURQRPLD8)5*6 260$5 &217($WULEXWRV ItVLFRV GH VROR H GHPDQGD GH WUDomR HP VHPHDGXUD GLUHWD GH VRMD FRP GLIHUHQWHV SUHVV}HV GH SDVWHMR HP VLVWHPD GH LQWHJUDomR ODYRXUDSHFXiULD 3URJUDPD GH 3yV*UDGXDomR HP &LrQFLD GR 6ROR )DFXOGDGH GH $JURQRPLD8)5*6 -223$8/2&$662/)/25(6$WULEXWRVGHVRORHUHQGLPHQWRGHVRMDHPXPVLVWHPDGHLQWHJUDomRODYRXUDSHFXiULDFRP GLIHUHQWHVSUHVV}HVGHSDVWHMRHPSODQWLRGLUHWRFRPDSOLFDomRGHFDOFiULRQDVXSHUItFLH3URJUDPDGH3yV*UDGXDomRHP &LrQFLDGR6ROR)DFXOGDGHGH$JURQRPLD8)5*6 $1*(/2$1721,248(,52/2$*8,1$*$5HODo}HVSODQWDDQLPDOQXPVLVWHPDGHLQWHJUDomRODYRXUDSHFXiULD3URJUDPD GH3yV*UDGXDomRHP=RRWHFQLD)DFXOGDGHGH$JURQRPLD8)5*6 *UDGXDomRLQLFLDomRFLHQWtÀFD ',(*2&(&$*12*UDGXDomRQR&XUVRGH$JURQRPLD8)5*6%ROVLVWDGH,QLFLDomR&LHQWt¿FDGD)$3(5*62ULHQWDGRU ,EDQRU$QJKLQRQL ,7$/2)5$1&,6&2/$==$527727(55$/23(6&XUVRGH*UDGXDomRHP$JURQRPLD8QLYHUVLGDGH)HGHUDOGR5LR *UDQGHGR6XO2ULHQWDGRU3DXOR&pVDUGH)DFFLR&DUYDOKR *8,/+(50( /(,7( 9(//('$ &XUVR GH *UDGXDomR HP $JURQRPLD 8QLYHUVLGDGH )HGHUDO GR 5LR *UDQGH GR 6XO 2ULHQWDGRU3DXOR&pVDUGH)DFFLR&DUYDOKR 0$5&(/2 +2(5%( $1'5,*+(77, &XUVR GH *UDGXDomR HP $JURQRPLD8)5*6 ,QLFLDomR &LHQWt¿FD 3,%,& &13T 8)5*6H%,&)$3(5*62ULHQWDGRU,EDQRU$QJKLQRQL /$85, -26e 0$57,1, &XUVR GH *UDGXDomR HP $JURQRPLD8)5*6 %ROVLVWD GH ,QLFLDomR &LHQWt¿FD GD )$3(5*6 2ULHQWDGRU,EDQRU$QJKLQRQL *867$9208&&$5,&+,$33(77$&XUVRGH*UDGXDomRHP$JURQRPLD8)5*6%ROVLVWDGH,QLFLDomR&LHQWt¿FD3,%,& &13T8)5*62ULHQWDGRU,EDQRU$QJKLQRQL -22*8,/+(50('$/%(/2/(,7(&XUVRGH*UDGXDomRGH$JURQRPLD8)5*6%ROVLVWDGH,QLFLDomR&LHQWt¿FD3,%,& 8)5*6&13T2ULHQWDGRU,EDQRU$QJKLQRQL 7+,$*2,648,(5'2)5$*$&XUVRGH*UDGXDomRGH$JURQRPLD8)5*6%ROVLVWDGH,QLFLDomR&LHQWt¿FD3,%,&8)5*6 &13T2ULHQWDGRU,EDQRU$QJKLQRQL 7$/(6 -26e '( 025$(6 6,/9$ &XUVR GH *UDGXDomR HP $JURQRPLD8)5*6 %ROVLVWD GH ,QLFLDomR &LHQWt¿FD %,& 8)5*62ULHQWDGRU3DXOR&pVDUGH)DFFLR&DUYDOKR &5,67,$12$/%,12720$6,&XUVRGH*UDGXDomRHP$JURQRPLD8)5*6%ROVLVWDGH,QLFLDomR&LHQWt¿FDGD)$3(5*6 2ULHQWDGRU,EDQRU$QJKLQRQL &$5/26('8$5'2*21d$/9(6'$6,/9$&XUVRGH*UDGXDomRHP$JURQRPLD8)5*6$OXQR9ROXQWiULR &$52/,1$%$**,2&XUVRGH*UDGXDomRHP0HGLFLQD9HWHULQiULD8QLYHUVLGDGH/XWHUDQDGR%UDVLO2ULHQWDGRU-DPLU /XtV6LOYDGD6LOYD &/È8',$/,79,1&XUVRGH*UDGXDomRHP$JURQRPLD8QLYHUVLGDGH)HGHUDOGR5LR*UDQGHGR6XO2ULHQWDGRU3DXOR &pVDUGH)DFFLR&DUYDOKR 0È5&,2)5,==2&XUVRGH*UDGXDomRHP$JURQRPLD8)5*62ULHQWDGRU3DXOR&pVDUGH)DFFLR&DUYDOKR /(0$552&+$&XUVRGH*UDGXDomRHP$JURQRPLD8)5*62ULHQWDGRU3DXOR&pVDUGH)DFFLR&DUYDOKR $1*(/2$1721,2$*8,1$*$&XUVRGH*UDGXDomRHP$JURQRPLD8)5*62ULHQWDGRU3DXOR&pVDUGH)DFFLR&DUYDOKR /(21$5'2 $5$5,3( &5$1&,2 &XUVR GH *UDGXDomR HP $JURQRPLD8)5*6 2ULHQWDGRU 3DXOR &pVDU GH )DFFLR &DUYDOKR )RUPDomRHPDQGDPHQWR -2,&(0$5,$660$11'RXWRUDGRQR3URJUDPDGH3yV*UDGXDomRHP&LrQFLDGR6ROR)DFXOGDGHGH$JURQRPLD8)5*6 &LFODJHPHHVWRTXHGHQXWULHQWHVHPVLVWHPDGHLQWHJUDomRVRMDERYLQRVGHFRUWHVRESODQWLRGLUHWR 6e5*,2(/<9$/$'2*,*$17('($1'5$'(&267$'RXWRUDGRQR3URJUDPDGH3yV*UDGXDomRHP&LrQFLDGR6ROR )DFXOGDGHGH$JURQRPLD8)5*6,QWHUYDORKtGULFRyWLPRHPVLVWHPDGHLQWHJUDomRVRMDERYLQRVGHFRUWHHPSODQWLR GLUHWRGHORQJRSUD]R 7$,6(52%,1621.815$7+'RXWRUDGRQR3URJUDPDGH3yV*UDGXDomRHP=RRWHFQLD)DFXOGDGHGH$JURQRPLD8)5*6 $QiOLVHLQWHJUDGDHPRGHODJHPHPVLVWHPDVGHLQWHJUDomRODYRXUDSHFXiULD )5$1&,1('$0,$1'$6,/9$0HVWUDGRQR3URJUDPDGH3yVJUDGXDomRHP=RRWHFQLD)DFXOGDGHGH$JURQRPLD8)5*6 3DGUmRHVSDFLDOHWHPSRUDOGDVIH]HVGHERYLQRVHPSDVWDJHQVFRQVRUFLDGDVGHD]HYpPDQXDO/ROLXPPXOWLÀRUXP /DPHDYHLDSUHWD$YHQDVWULJRVD6FKUHEHPVLVWHPDGHLQWHJUDomRODYRXUDSHFXiULD *8,/+(50(/(,7(9(//('$0HVWUDGRQR3URJUDPDGH3yVJUDGXDomRHP=RRWHFQLD)DFXOGDGHGH$JURQRPLD8)5*6 %HQHItFLRVGDLQWHJUDomRGDSHFXiULDGHFRUWHFRPDODYRXUDGHVRMDXPDDQiOLVHHFRQ{PLFD )(51$1'2 0$&+$'2 3)(,)(5 0HVWUDGR QR 3URJUDPD GH 3yVJUDGXDomR HP =RRWHFQLD )DFXOGDGH GH $JURQRPLD 8)5*6,PSDFWRVGDSURGXomRDQLPDOHPVLVWHPDGHLQWHJUDomRODYRXUDSHFXiULD $0$1'$ 3266(/7 0$57,16 DOXQD GR &XUVR GH $JURQRPLD8)5*6 ,QLFLDomR &LHQWt¿FD GR &13T 'LQkPLFD GD UH FRUUHomR GD DFLGH] D SDUWLU GD UHDSOLFDomR GH FDOFiULR QD VXSHUItFLH GR VROR HP VLVWHPD GH LQWHJUDomR ODYRXUD SHFXiULDHPSODQWLRGLUHWR )(51$1'$52%(57$3(5(,5$7$76&+±0HVWUDGRQR3URJUDPDGH3yV*UDGXDomRHP&LrQFLDGR6ROR)DFXOGDGHGH $JURQRPLD8)5*6(OHPHQWRVWUDoRHPVLVWHPDGHLQWHJUDomRODYRXUDSHFXiULDVRESODQWLRGLUHWR 'LDVGH&DPSR ANO PARTICIPANTES 2003 90 2004 120 2005 135 2006 150 2007 250 2008 450 2009 540 2010 460 “A terra é um bem que apenas tomamos emprestado d’aqueles que nos sucederão.” “Nossa missão é otimizar a fertilidade sustentável e favorável ao ambiente.” www.agrisus.org.br