flexpart forward and backward and backward trajectories...

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FLEXPART forward and backward trajectories during IOP1 and IOP2 based on 625m resoluCon winds from WRF simulaCons Presented by Henrique Barbosa, Universidade de São Paulo, on behalf of many partners of GoAmazon2014/15 GoAmazon2014/15 Workshop Harvard, May 20th on 700m and IOP2 and backward

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Page 1: FLEXPART forward and backward and backward trajectories ...fap.if.usp.br/~hbarbosa/uploads/Site/Publications/Harvard2015_Barbosa... · trajectories during IOP1 and IOP2 based on 625m

FLEXPARTforwardandbackwardtrajectoriesduringIOP1andIOP2basedon625mresoluConwindsfromWRF

simulaCons

Presented by Henrique Barbosa, Universidade de São Paulo,

on behalf of many partners of GoAmazon2014/15

GoAmazon2014/15WorkshopHarvard,May20th

on700mandIOP2andbackward

Page 2: FLEXPART forward and backward and backward trajectories ...fap.if.usp.br/~hbarbosa/uploads/Site/Publications/Harvard2015_Barbosa... · trajectories during IOP1 and IOP2 based on 625m

WRFandFlexpart

Goal:•  UsewindsfromahighresoluConWRFsimulaConsimulaContoforceFLEXWRFLagrangianTrajectoryModel

Deliveries:•  Backwardandforwardtrajectories(clusters);•  Times’plumeisforecastedovereachsite;

Page 3: FLEXPART forward and backward and backward trajectories ...fap.if.usp.br/~hbarbosa/uploads/Site/Publications/Harvard2015_Barbosa... · trajectories during IOP1 and IOP2 based on 625m

WRF3.6.1•  Period:27jan2014to1apr2014•  IniCal&Boundarycond.–  ClimateForecastSystemReanalysis–CFSR/NCAR–  0.5x0.5deg,every6h

•  4Grids(700m,2.1km,6.3km,18.9km)•  ParameterizaCons:– Microphysics:Thompson–  RadiaCon:RRTMG–  PBL:Mellor-Yamada-Janjic–  Land-Surface:unifiedNoah–  Cumulus:Kain-Fritsch(notfor700m)

•  Outputevery30min

Page 4: FLEXPART forward and backward and backward trajectories ...fap.if.usp.br/~hbarbosa/uploads/Site/Publications/Harvard2015_Barbosa... · trajectories during IOP1 and IOP2 based on 625m

Grids

•  Grid118.9km

•  Grid26.3km

•  Grid32.1km

•  Grid4700m

Page 5: FLEXPART forward and backward and backward trajectories ...fap.if.usp.br/~hbarbosa/uploads/Site/Publications/Harvard2015_Barbosa... · trajectories during IOP1 and IOP2 based on 625m

ALBEDO•  VegetaCon:PROVEG-INPE(ThankstoM.Bela)

WRFINPE

Page 6: FLEXPART forward and backward and backward trajectories ...fap.if.usp.br/~hbarbosa/uploads/Site/Publications/Harvard2015_Barbosa... · trajectories during IOP1 and IOP2 based on 625m

GreennessfracCon•  VegetaCon:PROVEG-INPE(ThankstoM.Bela)

WRFINPE

Sohowwelldidthemodeldo?

Page 7: FLEXPART forward and backward and backward trajectories ...fap.if.usp.br/~hbarbosa/uploads/Site/Publications/Harvard2015_Barbosa... · trajectories during IOP1 and IOP2 based on 625m
Page 8: FLEXPART forward and backward and backward trajectories ...fap.if.usp.br/~hbarbosa/uploads/Site/Publications/Harvard2015_Barbosa... · trajectories during IOP1 and IOP2 based on 625m

IOP1,averageoverT3site

1)Howtovalidateagainstmeasurements?

Page 9: FLEXPART forward and backward and backward trajectories ...fap.if.usp.br/~hbarbosa/uploads/Site/Publications/Harvard2015_Barbosa... · trajectories during IOP1 and IOP2 based on 625m

Flexwrf3.2(basedonPILT/flexpart6.2)

•  ConCnuousforwardrun– SingleconCnuousrun(IOP1)– Outputevery30min– Regulargrid(@700m)and14verCcallevels

•  50m,100,200,300,600,1km,1.21.5,2,3,4,5,6,10

– ParCclereleases•  2000passivetracersevery30min(nodielcycle)•  50mto150maboveManausbox

Page 10: FLEXPART forward and backward and backward trajectories ...fap.if.usp.br/~hbarbosa/uploads/Site/Publications/Harvard2015_Barbosa... · trajectories during IOP1 and IOP2 based on 625m
Page 11: FLEXPART forward and backward and backward trajectories ...fap.if.usp.br/~hbarbosa/uploads/Site/Publications/Harvard2015_Barbosa... · trajectories during IOP1 and IOP2 based on 625m

CPC#COUNTS,"GoAmazon2014/5,"IOP1,"17"March"2014,"16:24"to"17:31"UTC!

Slide prepared by Scot Martin

Slide prepared by Scot Martin

Scot’stalk

GoodagreementwithG1measurements(for

thiscase!)

17March201416:24to17:31

UTC

Page 12: FLEXPART forward and backward and backward trajectories ...fap.if.usp.br/~hbarbosa/uploads/Site/Publications/Harvard2015_Barbosa... · trajectories during IOP1 and IOP2 based on 625m

Ground“concentraCon”

Page 13: FLEXPART forward and backward and backward trajectories ...fap.if.usp.br/~hbarbosa/uploads/Site/Publications/Harvard2015_Barbosa... · trajectories during IOP1 and IOP2 based on 625m

Lengthofplumeevents

Time(h)Insideplume

T3 2.9±2.8T2 4.3±4.3T1 ---T0e 6.1±4.7T0z 4.0±3.6T0a 0.5

2)Isthatwhatweget@groundlevel?

Length(hs)ofin-plumeevents

Page 14: FLEXPART forward and backward and backward trajectories ...fap.if.usp.br/~hbarbosa/uploads/Site/Publications/Harvard2015_Barbosa... · trajectories during IOP1 and IOP2 based on 625m

Ground“ConcentraCon”Average Plume>0 >1%MAO >10%MAO

T3 0.014 0.06622%

0.1014%

0.283.7%

T2 0.24 0.4850%

0.6239%

0.9525%

T1 1 1100%

1100%

1100%

T0-embp 0.44 1.432%

1.627%

1.922%

T0-zf2 0.056 0.3815%

0.511%

0.806.7%

T0-aEo 0.000044 0.0120.34%

0.0220.13%

------

AverageconcentraConsatcloseup-windsitesseemstobelargerthenatdown-windsites!

3)Isorderofmagnitudesimilartoobs?

Page 15: FLEXPART forward and backward and backward trajectories ...fap.if.usp.br/~hbarbosa/uploads/Site/Publications/Harvard2015_Barbosa... · trajectories during IOP1 and IOP2 based on 625m

Plumegoingforwardisdiluted!

Page 16: FLEXPART forward and backward and backward trajectories ...fap.if.usp.br/~hbarbosa/uploads/Site/Publications/Harvard2015_Barbosa... · trajectories during IOP1 and IOP2 based on 625m

T0-embp

T0-zf2

Plumegoingbackwardsisconcentrated!

Page 17: FLEXPART forward and backward and backward trajectories ...fap.if.usp.br/~hbarbosa/uploads/Site/Publications/Harvard2015_Barbosa... · trajectories during IOP1 and IOP2 based on 625m

VerCcalprofileof“concentraCon”

Page 18: FLEXPART forward and backward and backward trajectories ...fap.if.usp.br/~hbarbosa/uploads/Site/Publications/Harvard2015_Barbosa... · trajectories during IOP1 and IOP2 based on 625m

Log10(NormalizedConcentraIon)

AverageIOP1@50m

Page 19: FLEXPART forward and backward and backward trajectories ...fap.if.usp.br/~hbarbosa/uploads/Site/Publications/Harvard2015_Barbosa... · trajectories during IOP1 and IOP2 based on 625m

Log10(NormalizedConcentraIon)

AverageIOP1@200m

Page 20: FLEXPART forward and backward and backward trajectories ...fap.if.usp.br/~hbarbosa/uploads/Site/Publications/Harvard2015_Barbosa... · trajectories during IOP1 and IOP2 based on 625m

Log10(NormalizedConcentraIon)

AverageIOP1@300m

Page 21: FLEXPART forward and backward and backward trajectories ...fap.if.usp.br/~hbarbosa/uploads/Site/Publications/Harvard2015_Barbosa... · trajectories during IOP1 and IOP2 based on 625m

Log10(NormalizedConcentraIon)

AverageIOP1@600m

Page 22: FLEXPART forward and backward and backward trajectories ...fap.if.usp.br/~hbarbosa/uploads/Site/Publications/Harvard2015_Barbosa... · trajectories during IOP1 and IOP2 based on 625m

Log10(NormalizedConcentraIon)

[email protected]

Page 23: FLEXPART forward and backward and backward trajectories ...fap.if.usp.br/~hbarbosa/uploads/Site/Publications/Harvard2015_Barbosa... · trajectories during IOP1 and IOP2 based on 625m

Log10(NormalizedConcentraIon)

[email protected]

Page 24: FLEXPART forward and backward and backward trajectories ...fap.if.usp.br/~hbarbosa/uploads/Site/Publications/Harvard2015_Barbosa... · trajectories during IOP1 and IOP2 based on 625m

Log10(NormalizedConcentraIon)

[email protected]

Page 25: FLEXPART forward and backward and backward trajectories ...fap.if.usp.br/~hbarbosa/uploads/Site/Publications/Harvard2015_Barbosa... · trajectories during IOP1 and IOP2 based on 625m

Log10(NormalizedConcentraIon)

AverageIOP1@2km

Page 26: FLEXPART forward and backward and backward trajectories ...fap.if.usp.br/~hbarbosa/uploads/Site/Publications/Harvard2015_Barbosa... · trajectories during IOP1 and IOP2 based on 625m

Log10(NormalizedConcentraIon)

AverageIOP1@3km

Page 27: FLEXPART forward and backward and backward trajectories ...fap.if.usp.br/~hbarbosa/uploads/Site/Publications/Harvard2015_Barbosa... · trajectories during IOP1 and IOP2 based on 625m

Log10(NormalizedConcentraIon)

AverageIOP1@4km

Page 28: FLEXPART forward and backward and backward trajectories ...fap.if.usp.br/~hbarbosa/uploads/Site/Publications/Harvard2015_Barbosa... · trajectories during IOP1 and IOP2 based on 625m

Log10(NormalizedConcentraIon)

AverageIOP1@5km

Page 29: FLEXPART forward and backward and backward trajectories ...fap.if.usp.br/~hbarbosa/uploads/Site/Publications/Harvard2015_Barbosa... · trajectories during IOP1 and IOP2 based on 625m

Log10(NormalizedConcentraIon)

AverageIOP1@6km

Page 30: FLEXPART forward and backward and backward trajectories ...fap.if.usp.br/~hbarbosa/uploads/Site/Publications/Harvard2015_Barbosa... · trajectories during IOP1 and IOP2 based on 625m

Log10(NormalizedConcentraIon)

AverageIOP1@10km

Page 31: FLEXPART forward and backward and backward trajectories ...fap.if.usp.br/~hbarbosa/uploads/Site/Publications/Harvard2015_Barbosa... · trajectories during IOP1 and IOP2 based on 625m

Longitude=T2

Longitude=T3

Page 32: FLEXPART forward and backward and backward trajectories ...fap.if.usp.br/~hbarbosa/uploads/Site/Publications/Harvard2015_Barbosa... · trajectories during IOP1 and IOP2 based on 625m

TimeCorrelaCon:GNDxAlCtudes

200to600mnotagoodchoice!

50and100mhavegoodcorrelaCon!

Page 33: FLEXPART forward and backward and backward trajectories ...fap.if.usp.br/~hbarbosa/uploads/Site/Publications/Harvard2015_Barbosa... · trajectories during IOP1 and IOP2 based on 625m

Conclusions+NextSteps

•  Conclusion(careful)– Plumenotsteadyatall!Δt~0-5hsatT3– N-NEpropagaConismoreloaded– ParCclesreach10km,buthighcorrelaCon<150m

•  Next(important)– Howtovalidatethemodel?ComparewithG1flightalso?Shouldwesetupaworkinggroup??

– ShouldweallowparCclestodryorwetdeposit?WhatalCtudesareinteresCng?

– Whatoutputisneeded?Traj-files?Plume-Cmes?

Page 34: FLEXPART forward and backward and backward trajectories ...fap.if.usp.br/~hbarbosa/uploads/Site/Publications/Harvard2015_Barbosa... · trajectories during IOP1 and IOP2 based on 625m

Thankyou!