Figure S14. Comparison between results obtained … · Web viewLeft panel = EMS (existing modelling...

19
Supplementary material of “Sensitivity of WOFOST-based modelling solutions to crop parameters under climate change” 1 9 8 9 1 9 8 9 1 9 9 6 1 9 9 8 2 0 4 9 2 0 5 2 2 0 5 8 2 0 4 4 2 0 5 1 2 0 5 9 SLATB065 SLATB045 SLATB035 RM O RM S RM R RM L Q10 TMPFTB023 TMPFTB014 RGRLAI AM AXTB200 AM AXTB000 TBA SE EFFTB040 EFFTB010 SPAN LAIEM FRTB100 FRTB000 FOTB100 FLTB050 FLTB000 KDIFTB100 KDIFTB000 CVO CVS CVR CVL 1989 1996 1998 2049 2052 2058 2044 2051 2059 SLATB065 SLATB045 SLATB035 RM O RM S RM R RM L Q10 TMPFTB023 TMPFTB014 RGRLAI AM AXTB200 AM AXTB000 TBA SE EFFTB040 EFFTB010 SPAN LAIEM FRTB100 FRTB000 FOTB100 FLTB050 FLTB000 KDIFTB100 KDIFTB000 CVO CVS CVR CVL 1989 1996 1998 2049 2052 2058 2044 2051 2059 SLATB065 SLATB045 SLATB035 RM O RM S RM R RM L Q10 TMPFTB023 TMPFTB014 RGRLAI AM AXTB200 AM AXTB000 TBASE EFFTB040 EFFTB010 SPAN LAIEM FRTB100 FRTB000 FOTB100 FLTB050 FLTB000 KDIFTB100 KDIFTB000 CVO CVS CVR CVL 1989 1996 1998 2049 2052 2058 2044 2051 2059 1 9 9 9 2 0 0 3 2 0 1 3 2 0 4 2 2 0 4 6 2 0 5 8 2 0 4 5 2 0 5 4 2 0 6 0 1 9 9 9 2 0 0 3 2 0 1 3 2 0 4 2 2 0 4 6 2 0 5 8 2 0 4 5 2 0 5 4 2 0 6 0 1 9 9 9 2 0 0 3 2 0 1 3 2 0 4 2 2 0 4 6 2 0 5 8 2 0 4 5 2 0 5 4 2 0 6 0 Figure S1. eFAST total sensitivity index for winter wheat yield simulated with WOFOST at the selected years in Switzerland (Ellighausen site). Left panel = EMS (existing modelling solution); central panel = MMS (modified modelling solution); right panel = percent differences between the two modelling solutions.

Transcript of Figure S14. Comparison between results obtained … · Web viewLeft panel = EMS (existing modelling...

Page 1: Figure S14. Comparison between results obtained … · Web viewLeft panel = EMS (existing modelling solution); central panel = MMS (modified modelling solution); right panel = percent

Supplementary material of “Sensitivity of WOFOST-based modelling solutions to crop parameters

under climate change”

CVL

CVO

CVR

CVS

FLTB000

FLTB080

FOTB1 20

FOTB1 40

FRTB00 0

FRTB05 0

KDIFTB000

KDIFTB200

LAIEM

1989

-50 -25 0 25 50Perce nt d ifferen ces

AMAXTB000AMAXTB200

CVLCVOCVRCVS

EFFTB010EFFTB040

FLTB000FLTB050FOTB100FRTB000FRTB100

KDIFTB000KDIFTB100

LAIEMQ10

RGRLAIRMLRMORMRRMS

SLATB035SLATB045SLATB065

SPANTBASE

TMPFTB014TMPFTB023

1989

1996

1998

2049

2052

2058

2044

2051

2059

0.2 0.4 0.6eFAST total sensi tivity index

SLATB065SLATB045SLATB035

RMORMSRMRRMLQ10

TMPFTB023TMPFTB014

RGRLAIAMAXTB200AMAXTB000

TBASEEFFTB040EFFTB010

SPANLAIEM

FRTB100FRTB000FOTB100FLTB050FLTB000

KDIFTB100KDIFTB000

CVOCVSCVRCVL

1989

1996

1998

2049

2052

2058

2044

2051

2059

SLATB065SLATB045SLATB035

RMORMSRMRRMLQ10

TMPFTB023TMPFTB014

RGRLAIAMAXTB200AMAXTB000

TBASEEFFTB040EFFTB010

SPANLAIEM

FRTB100FRTB000FOTB100FLTB050FLTB000

KDIFTB100KDIFTB000

CVOCVSCVRCVL

1989

1996

1998

2049

2052

2058

2044

2051

2059

SLATB065SLATB045SLATB035

RMORMSRMRRMLQ10

TMPFTB023TMPFTB014

RGRLAIAMAXTB200AMAXTB000

TBASEEFFTB040EFFTB010

SPANLAIEM

FRTB100FRTB000FOTB100FLTB050FLTB000

KDIFTB100KDIFTB000

CVOCVSCVRCVL

1989

1996

1998

2049

2052

2058

2044

2051

2059

AMAXTB000AMAXTB200

CVLCVOCVRC VS

EFFT B010EFFT B040

FLTB 000FLTB 050FOT B100FR TB000FR TB100

KDIFTB000KDIFTB100

LAIE MQ10

RGR LAIRMLRMOR MRRMS

SLATB035SLATB045SLATB065

SPANTBASE

TMPFTBTMPFTB023

1999

2003

2013

2042

2046

2058

2045

2054

2060

AMAXTB 000AMAXTB 200

CVLC VOCVRC VS

EFFTB010EFFTB040

FL TB000FL TB050FOTB100FRTB 000FRTB 100

KDIFTB000KDIFTB100

LAIEMQ10

R GRLAIR MLRMORMRRMS

SLATB035SLATB045SLATB065

SPANTB ASE

TMPFTBTMPFTB 023

1999

2003

2013

2042

2046

2058

2045

2054

2060

AMAXTB000AMAXTB200

C VLCVOCVRC VS

EFFTB010EFFTB040

FLTB 000FLTB 050FOTB100FRTB000FRTB100

KDIFTB 000KDIFTB 100

LAIEMQ10

RGRLAIRMLRMOR MRRMS

SLATB035SLATB045SLATB065

SPANTBASE

TMPFTBTMPFTB023

1999

2003

2013

2042

2046

2058

2045

2054

2060

Figure S1. eFAST total sensitivity index for winter wheat yield simulated with WOFOST at the selected years in Switzerland (Ellighausen site). Left panel = EMS (existing modelling solution); central panel = MMS (modified modelling solution); right panel = percent differences between the two modelling solutions.

Page 2: Figure S14. Comparison between results obtained … · Web viewLeft panel = EMS (existing modelling solution); central panel = MMS (modified modelling solution); right panel = percent

CVL

CVO

CVR

CVS

FLTB000

FLTB080

FOTB1 20

FOTB1 40

FRTB00 0

FRTB05 0

KDIFTB000

KDIFTB200

LAIEM

1989

-50 -25 0 25 50Perce nt d ifferen ces

AMAXTB000AMAXTB200

CVLCVOCVRCVS

EFFTB010EFFTB040

FLTB000FLTB050FOTB100FRTB000FRTB100

KDIFTB000KDIFTB100

LAIEMQ10

RGRLAIRMLRMORMRRMS

SLATB035SLATB045SLATB065

SPANTBASE

TMPFTB014TMPFTB023

1989

1996

1998

2049

2052

2058

2044

2051

2059

0.2 0.4 0.6eFAST total sensi tivity index

SLATB065SLATB045SLATB035

RMORMSRMRRMLQ10

TMPFTB023TMPFTB014

RGRLAIAMAXTB200AMAXTB000

TBASEEFFTB040EFFTB010

SPANLAIEM

FRTB100FRTB000FOTB100FLTB050FLTB000

KDIFTB100KDIFTB000

CVOCVSCVRCVL

1989

1996

1998

2049

2052

2058

2044

2051

2059

SLATB065SLATB045SLATB035

RMORMSRMRRMLQ10

TMPFTB023TMPFTB014

RGRLAIAMAXTB200AMAXTB000

TBASEEFFTB040EFFTB010

SPANLAIEM

FRTB100FRTB000FOTB100FLTB050FLTB000

KDIFTB100KDIFTB000

CVOCVSCVRCVL

1989

1996

1998

2049

2052

2058

2044

2051

2059

SLATB065SLATB045SLATB035

RMORMSRMRRMLQ10

TMPFTB023TMPFTB014

RGRLAIAMAXTB200AMAXTB000

TBASEEFFTB040EFFTB010

SPANLAIEM

FRTB100FRTB000FOTB100FLTB050FLTB000

KDIFTB100KDIFTB000

CVOCVSCVRCVL

1989

1996

1998

2049

2052

2058

2044

2051

2059

AMAXTB000AMAXTB200

CVLCVOCVRCVS

EFFTB010EFFTB040

FLTB000FLTB050FO TB100FRTB000FRTB100

KDIFTB000KDIFTB100

LAIEMQ10

RGRLAIRMLRMORMRRMS

SLATB035SLATB045SLATB065

SPANTBASE

TMPFTBTMPFTB023

2001

2003

2012

2044

2046

2057

2041

2053

2054

AMAXTB000AMAXTB200

CVLCVOCVRCVS

EFFTB010EFFTB040

FLTB000FLTB050FOTB100FRTB000FRTB100

KDIFTB000KDIFTB100

LAIEMQ10

RGRLAIRMLRMORMRRMS

SLATB035SLATB045SLATB065

SPANTBASE

TMP FTBTMPFTB023

2001

2003

2012

2044

2046

2057

2041

2053

2054

AMAXTB000AMAXTB200

CVLCVOCVRCVS

EFFTB010EFFTB040

FLTB000FLTB050FOTB100FRTB000FRTB100

KDIFTB000KDIFTB100

LAIEMQ10

RGRLAIRMLRMORMRRMS

SLATB035SLATB045SLATB065

SPANTBASE

TMPFTBTMPFTB023

2001

2003

2012

2044

2046

2057

2041

2053

2054

Figure S2. eFAST total sensitivity index for winter wheat yield simulated with WOFOST at the selected years in Switzerland (Reckenholz site). Left panel = EMS (existing modelling solution); central panel = MMS (modified modelling solution); right panel = percent differences between the two modelling solutions.

Page 3: Figure S14. Comparison between results obtained … · Web viewLeft panel = EMS (existing modelling solution); central panel = MMS (modified modelling solution); right panel = percent

CVL

CVO

CVR

CVS

FLTB0 00

FLTB0 80

FOTB12 0

FOTB14 0

FRTB000

FRTB050

KDIFTB000

KDIFTB200

LAIEM

1989

-50 -2 5 0 25 50Perc ent differe nce s

AMAXTB000AMAXTB200

CVLCVOCVRCVS

EFFTB010EFFTB040

FLTB000FLTB050FOTB100FRTB000FRTB100

KDIFTB000KDIFTB100

LAIEMQ10

RGRLAIRMLRMORMRRMS

SLATB035SLATB045SLATB065

SPANTBASE

TMPFTB014TMPFTB023

1989

1996

1998

2049

2052

2058

2044

2051

2059

0.2 0.4 0.6eFAST total sensitivi ty index

SLATB065SLATB045SLATB035

RMORMSRMRRMLQ10

TMPFTB023TMPFTB014

RGRLAIAMAXTB200AMAXTB000

TBASEEFFTB040EFFTB010

SPANLAIEM

FRTB100FRTB000FOTB100FLTB050FLTB000

KDIFTB100KDIFTB000

CVOCVSCVRCVL

1989

1996

1998

2049

2052

2058

2044

2051

2059

SLATB065SLATB045SLATB035

RMORMSRMRRMLQ10

TMPFTB023TMPFTB014

RGRLAIAMAXTB200AMAXTB000

TBASEEFFTB040EFFTB010

SPANLAIEM

FRTB100FRTB000FOTB100FLTB050FLTB000

KDIFTB100KDIFTB000

CVOCVSCVRCVL

1989

1996

1998

2049

2052

2058

2044

2051

2059

SLATB065SLATB045SLATB035

RMORMSRMRRMLQ10

TMPFTB023TMPFTB014

RGRLAIAMAXTB200AMAXTB000

TBASEEFFTB040EFFTB010

SPANLAIEM

FRTB100FRTB000FOTB100FLTB050FLTB000

KDIFTB100KDIFTB000

CVOCVSCVRCVL

1989

1996

1998

2049

2052

2058

2044

2051

2059

AMAXTB000AMAXTB200

CVLCVOCVRCVS

EFFTB010EFFTB040

FLTB000FLTB050FOTB100FRTB000FRTB100

KDIFTB000KDIFTB100

LAIEMQ10

RGRLAIRMLRMORMRRMS

SLATB035SLATB045SLATB065

SPANTBASE

TMPFTBTMPFTB023

1999

2011

2014

2042

2046

2059

2045

2052

2058

AMA XTB000AMA XTB200

CVLCVOCV RCV S

EFFTB010EFFTB040

FLTB000FLTB050FOTB100FRTB000FRTB100

KDIFTB000KDIFTB100

LAIEMQ10

RGRLAIRMLRMORMRRMS

SLATB035SLATB045SLATB065

SPANTBASE

TMPFTBTMPFTB023

1999

2011

2014

2042

2046

2059

2045

2052

2058

AMAXTB000AMAXTB200

CVLCVOCVRCVS

EFFTB010EFFTB040

FLTB000FLTB050FOTB100FRTB000FRTB100

KDIFTB000KDIFTB100

LAIEMQ10

RGRLAIRMLRMORMRRMS

SLATB035SLATB045SLATB065

SP ANTBA SE

TMPFTBTMP FTB023

1999

2011

2014

2042

2046

2059

2045

2052

2058

Figure S3. eFAST total sensitivity index for winter wheat yield simulated with WOFOST at the selected years in Switzerland (Therwil site). Left panel = EMS (existing modelling solution); central panel = MMS (modified modelling solution); right panel = percent differences between the two modelling solutions.

Page 4: Figure S14. Comparison between results obtained … · Web viewLeft panel = EMS (existing modelling solution); central panel = MMS (modified modelling solution); right panel = percent

SLATB065SLATB045SLATB035

RMORMSRMRRMLQ10

TMPFTB023TMPFTB014

RGRLAIAMAXTB200AMAXTB000

TBASEEFFTB040EFFTB010

SPANLAIEM

FRTB100FRTB000FOTB100FLTB050FLTB000

KDIFTB100KDIFTB000

CVOCVSCVRCVL

1989

1996

1998

2049

2052

2058

2044

2051

2059

SLATB065SLATB045SLATB035

RMORMSRMRRMLQ10

TMPFTB023TMPFTB014

RGRLAIAMAXTB200AMAXTB000

TBASEEFFTB040EFFTB010

SPANLAIEM

FRTB100FRTB000FOTB100FLTB050FLTB000

KDIFTB100KDIFTB000

CVOCVSCVRCVL

1989

1996

1998

2049

2052

2058

2044

2051

2059

SLATB065SLATB045SLATB035

RMORMSRMRRMLQ10

TMPFTB023TMPFTB014

RGRLAIAMAXTB200AMAXTB000

TBASEEFFTB040EFFTB010

SPANLAIEM

FRTB100FRTB000FOTB100FLTB050FLTB000

KDIFTB100KDIFTB000

CVOCVSCVRCVL

1989

1996

1998

2049

2052

2058

2044

2051

2059

AMAXTB000AMAXTB200

CVLC VOC VRCVS

EFFTB 010EFFTB 040

FLTB000FLTB050FOTB 100FRT B000FRT B100

KDIFTB000KDIFTB100

LAIEMQ10

R GRLAIRMLRMORMRR MS

SLATB 035SLATB 045SLATB 065

SPANTBASE

TMPFTB014TMPFTB023

2000

2005

2009

2044

2052

2055

2041

2043

2057

AMAXTB000AMAXTB200

CVLCVOC VRCVS

EFFTB 010EFFTB 040

FLTB000FLTB050FOTB 100FR TB000FR TB100

KDIFTB000KDIFTB100

LAIEMQ10

RGR LAIRMLR MORMRRMS

SLATB 035SLATB 045SLATB 065

SPANTBASE

TMPFTB014TMPFTB023

2000

2005

2009

2044

2052

2055

2041

2043

2057

AMAXTB000AMAXTB200

CVLCVOC VRCVS

EFFTB 010EFFTB 040

FLTB000FLTB050FOTB 100FR TB000FR TB100

KDIFTB000KDIFTB100

LAIEMQ10

RGR LAIRMLRMORMRR MS

SLATB 035SLATB 045SLATB 065

SPANTBASE

TMPFTB014TMPFTB023

2000

2005

2009

2044

2052

2055

2041

2043

2057

CVL

CVO

CVR

CVS

FLTB000

FLTB080

FOTB1 20

FOTB1 40

FRTB00 0

FRTB05 0

KDIFTB000

KDIFTB200

LAIEM

1989

-50 -25 0 25 50Perce nt d ifferen ces

AMAXTB000AMAXTB200

CVLCVOCVRCVS

EFFTB010EFFTB040

FLTB000FLTB050FOTB100FRTB000FRTB100

KDIFTB000KDIFTB100

LAIEMQ10

RGRLAIRMLRMORMRRMS

SLATB035SLATB045SLATB065

SPANTBASE

TMPFTB014TMPFTB023

1989

1996

1998

2049

2052

2058

2044

2051

2059

0.2 0.4 0.6eFAST total sensi tivity index

Figure S4. eFAST total sensitivity index for winter wheat yield simulated with WOFOST at the selected years in Italy (Foggia site). Left panel = EMS (existing modelling solution); central panel = MMS (modified modelling solution); right panel = percent differences between the two modelling solutions.

Page 5: Figure S14. Comparison between results obtained … · Web viewLeft panel = EMS (existing modelling solution); central panel = MMS (modified modelling solution); right panel = percent

CVL

CVO

CVR

CVS

FLTB000

FLTB080

FOTB1 20

FOTB1 40

FRTB00 0

FRTB05 0

KDIFTB000

KDIFTB200

LAIEM

1989

-50 -25 0 25 50Perce nt d ifferen ces

AMAXTB000AMAXTB200

CVLCVOCVRCVS

EFFTB010EFFTB040

FLTB000FLTB050FOTB100FRTB000FRTB100

KDIFTB000KDIFTB100

LAIEMQ10

RGRLAIRMLRMORMRRMS

SLATB035SLATB045SLATB065

SPANTBASE

TMPFTB014TMPFTB023

1989

1996

1998

2049

2052

2058

2044

2051

2059

0.2 0.4 0.6eFAST total sensi tivity index

SLATB065SLATB045SLATB035

RMORMSRMRRMLQ10

TMPFTB023TMPFTB014

RGRLAIAMAXTB200AMAXTB000

TBASEEFFTB040EFFTB010

SPANLAIEM

FRTB100FRTB000FOTB100FLTB050FLTB000

KDIFTB100KDIFTB000

CVOCVSCVRCVL

1989

1996

1998

2049

2052

2058

2044

2051

2059

SLATB065SLATB045SLATB035

RMORMSRMRRMLQ10

TMPFTB023TMPFTB014

RGRLAIAMAXTB200AMAXTB000

TBASEEFFTB040EFFTB010

SPANLAIEM

FRTB100FRTB000FOTB100FLTB050FLTB000

KDIFTB100KDIFTB000

CVOCVSCVRCVL

1989

1996

1998

2049

2052

2058

2044

2051

2059

SLATB065SLATB045SLATB035

RMORMSRMRRMLQ10

TMPFTB023TMPFTB014

RGRLAIAMAXTB200AMAXTB000

TBASEEFFTB040EFFTB010

SPANLAIEM

FRTB100FRTB000FOTB100FLTB050FLTB000

KDIFTB100KDIFTB000

CVOCVSCVRCVL

1989

1996

1998

2049

2052

2058

2044

2051

2059

AMAXTB 000AMAXTB 200

CVLCVOC VRCVS

EFFTB 010EFFTB 040

FLTB000FLTB050FOTB 100FR TB000FR TB100

KDIFTB000KDIFTB100

LAIEMQ10

RGR LAIRMLRMORMRR MS

SLATB 035SLATB 045SLATB 065

SPANTBASE

TMPFT B014TMPFT B023

1989

1996

1998

2041

2049

2052

2041

2050

2058

AMAXTB000AMAXTB200

CVLCVOCVRC VS

EFFTB010EFFTB040

FLTB 000FLTB 050FOTB100FRTB000FRTB100

KDIFTB 000KDIFTB 100

LAIEMQ10

RGRLAIR MLRMORMRRMS

SLATB035SLATB045SLATB065

SPANTB ASE

TMPFTB014TMPFTB023

1989

1996

1998

2041

2049

2052

2041

2050

2058

AMAXTB 000AMAXTB 200

CVLCVOC VRCVS

EFFTB 010EFFTB 040

FLTB000FLTB050FOTB 100FR TB000FR TB100

KDIFTB000KDIFTB100

LAIEMQ10

RGR LAIRMLR MORMRR MS

SLATB 035SLATB 045SLATB 065

SPANTBASE

TMPFTB014TMPFTB023

1989

1996

1998

2041

2049

2052

2041

2050

2058

Figure S5. eFAST total sensitivity index for winter wheat yield simulated with WOFOST at the selected years in Spain (Cordoba site). Left panel = EMS (existing modelling solution); central panel = MMS (modified modelling solution); right panel = percent differences between the two modelling solutions.

Page 6: Figure S14. Comparison between results obtained … · Web viewLeft panel = EMS (existing modelling solution); central panel = MMS (modified modelling solution); right panel = percent

CVL

CVO

CVR

CVS

FLTB000

FLTB080

FOTB1 20

FOTB1 40

FRTB00 0

FRTB05 0

KDIFTB000

KDIFTB200

LAIEM

1989

-50 -25 0 25 50Perce nt d ifferen ces

AMAXTB000AMAXTB200

CVLCVOCVRCVS

EFFTB010EFFTB040

FLTB000FLTB050FOTB100FRTB000FRTB100

KDIFTB000KDIFTB100

LAIEMQ10

RGRLAIRMLRMORMRRMS

SLATB035SLATB045SLATB065

SPANTBASE

TMPFTB014TMPFTB023

1989

1996

1998

2049

2052

2058

2044

2051

2059

0.2 0.4 0.6eFAST total sensi tivity index

SLATB065SLATB045SLATB035

RMORMSRMRRMLQ10

TMPFTB023TMPFTB014

RGRLAIAMAXTB200AMAXTB000

TBASEEFFTB040EFFTB010

SPANLAIEM

FRTB100FRTB000FOTB100FLTB050FLTB000

KDIFTB100KDIFTB000

CVOCVSCVRCVL

1989

1996

1998

2049

2052

2058

2044

2051

2059

SLATB065SLATB045SLATB035

RMORMSRMRRMLQ10

TMPFTB023TMPFTB014

RGRLAIAMAXTB200AMAXTB000

TBASEEFFTB040EFFTB010

SPANLAIEM

FRTB100FRTB000FOTB100FLTB050FLTB000

KDIFTB100KDIFTB000

CVOCVSCVRCVL

1989

1996

1998

2049

2052

2058

2044

2051

2059

SLATB065SLATB045SLATB035

RMORMSRMRRMLQ10

TMPFTB023TMPFTB014

RGRLAIAMAXTB200AMAXTB000

TBASEEFFTB040EFFTB010

SPANLAIEM

FRTB100FRTB000FOTB100FLTB050FLTB000

KDIFTB100KDIFTB000

CVOCVSCVRCVL

1989

1996

1998

2049

2052

2058

2044

2051

2059

AMAXTB000AMAXTB200

CVLCVOCV RCVS

EFFTB010EFFTB040

FLTB000FLTB050FOTB100FRTB000FRTB100

KDIFTB000KDIFTB100

LAIEMQ10

RGRLA IRMLRMORMRRMS

SLATB035SLATB045SLATB065

SP ANTBASE

TMPFTB014TMPFTB023

2004

2005

2007

2047

2053

2057

2045

2052

2058

AMAXTB000AMAXTB200

CVLCVOCVRCVS

EFFTB010EFFTB040

FLTB000FLTB050FOTB100FRTB000FRTB100

KDIFTB000KDIFTB100

LAIEMQ10

RGRLAIRMLRMORMRRMS

SLATB035SLATB045SLATB065

SPANTBASE

TMPFTB014TMPFTB023

2004

2005

2007

2047

2053

2057

2045

2052

2058

AMAXTB000AMAXTB200

CV LCVOCVRCVS

EFFTB010EFFTB040

FLTB000FLTB050FOTB100FRTB000FRTB100

KDIFTB000KDIFTB100

LAIEMQ10

RGRLAIRMLRMORMRRMS

SLATB035SLATB045SLATB065

SPANTBASE

TMPFTB014TMPFTB023

2004

2005

2007

2047

2053

2057

2045

2052

2058

Figure S6. eFAST total sensitivity index for winter wheat yield simulated with WOFOST at the selected years in Ukraine (Mironivka site). Left panel = EMS (existing modelling solution); central panel = MMS (modified modelling solution); right panel = percent differences between the two modelling solutions.

Page 7: Figure S14. Comparison between results obtained … · Web viewLeft panel = EMS (existing modelling solution); central panel = MMS (modified modelling solution); right panel = percent

CVL

CVO

CVR

CV S

FLTB0 00

FLTB0 80

FOTB12 0

FOTB14 0

FRTB0 00

FRTB0 50

K DIFTB00 0

K DIFTB20 0

LAIEM

1989

-50 -2 5 0 25 50Pe rcen t d iffe renc es

AMAXTB000AMAXTB200

CVLCVOCVRCVS

EFFTB010EFFTB040

FLTB000FLTB050FOTB100FRTB000FRTB100

KDIFTB000KDIFTB100

LAIEMQ10

RGRLAIRMLRMORMRRMS

SLATB035SLATB045SLATB065

SPANTBASE

TMPFTB014TMPFTB023

1989

1996

1998

2049

2052

2058

2044

2051

2059

0.2 0.4 0.6eFAST total sensitivity index

SLATB050SLATB000

RMORMSRMRRMLQ10

TMPFTB035TMPFTB020

RGRLAIAMAXTB200AMAXTB150AMAXTB000

TBASEEFFTB040EFFTB010

SPANLAIEM

FRTB040FRTB000FOTB120FOTB110FLTB088FLTB050FLTB000

KDIFTB200KDIFTB000

CVOCVSCVRCVL

1989

1996

1998

2049

2052

2058

2044

2051

2059

SLATB050SLATB000

RMORMSRMRRMLQ10

TMPFTB035TMPFTB020

RGRLAIAMAXTB200AMAXTB150AMAXTB000

TBASEEFFTB040EFFTB010

SPANLAIEM

FRTB040FRTB000FOTB120FOTB110FLTB088FLTB050FLTB000

KDIFTB200KDIFTB000

CVOCVSCVRCVL

1989

1996

1998

2049

2052

2058

2044

2051

2059

SLATB050SLATB000

RMORMSRMRRMLQ10

TMPFTB035TMPFTB020

RGRLAIAMAXTB200AMAXTB150AMAXTB000

TBASEEFFTB040EFFTB010

SPANLAIEM

FRTB040FRTB000FOTB120FOTB110FLTB088FLTB050FLTB000

KDIFTB200KDIFTB000

CVOCVSCVRCVL

1989

1996

1998

2049

2052

2058

2044

2051

2059

AMAXTB000AMAXTB150AMAXTB200

CV LCVOCVRCVS

EFFTB000EFFTB040

FLTB000FLTB050FLTB088FOTB110FOTB120FRTB000FRTB040

KDIFTB000KDIFTB200

LAIEMQ10

RGRLAIRMLRMORMRRMS

SLATB000SLATB050

SPANTBASE

TMPFTB020TMPFTB035

1999

2003

2013

2044

2046

2057

2047

2050

2058

AMAXTB000AMAXTB150AMAXTB200

CV LCVOCVRCVS

EFFTB000EFFTB040

FLTB000FLTB050FLTB088FOTB110FOTB120FRTB000FRTB040

KDIFTB000KDIFTB200

LAIEMQ10

RGRLAIRMLRMORMRRMS

SLATB000SLATB050

SP ANTBASE

TMP FTB020TMP FTB035

1999

2003

2013

2044

2046

2057

2047

2050

2058

AMA XTB000AMA XTB150AMA XTB200

CVLCVOCV RCV S

EFFTB000EFFTB040

FLTB000FLTB050FLTB088FOTB110FOTB120FRTB000FRTB040

KDIFTB000KDIFTB200

LAIEMQ10

RGRLAIRMLRMORMRRMS

SLATB000SLATB050

SPANTBASE

TMPFTB020TMPFTB035

1999

2003

2013

2044

2046

2057

2047

2050

2058

Figure S7. eFAST total sensitivity index for maize yield simulated with WOFOST at the selected years in Switzerland (Changins site). Left panel = EMS (existing modelling solution); central panel = MMS (modified modelling solution); right panel = percent differences between the two modelling solutions.

Page 8: Figure S14. Comparison between results obtained … · Web viewLeft panel = EMS (existing modelling solution); central panel = MMS (modified modelling solution); right panel = percent

SLATB050SLATB000

RMORMSRMRRMLQ10

TMPFTB035TMPFTB020

RGRLAIAMAXTB200AMAXTB150AMAXTB000

TBASEEFFTB040EFFTB010

SPANLAIEM

FRTB040FRTB000FOTB120FOTB110FLTB088FLTB050FLTB000

KDIFTB200KDIFTB000

CVOCVSCVRCVL

1989

1996

1998

2049

2052

2058

2044

2051

2059

CVL

CVO

CVR

CV S

FLTB0 00

FLTB0 80

FOTB12 0

FOTB14 0

FRTB0 00

FRTB0 50

K DIFTB00 0

K DIFTB20 0

LAIEM

1989

-50 -2 5 0 25 50Pe rcen t d iffe renc es

AMAXTB000AMAXTB200

CVLCVOCVRCVS

EFFTB010EFFTB040

FLTB000FLTB050FOTB100FRTB000FRTB100

KDIFTB000KDIFTB100

LAIEMQ10

RGRLAIRMLRMORMRRMS

SLATB035SLATB045SLATB065

SPANTBASE

TMPFTB014TMPFTB023

1989

1996

1998

2049

2052

2058

2044

2051

2059

0.2 0.4 0.6eFAST total sensitivity index

SLATB050SLATB000

RMORMSRMRRMLQ10

TMPFTB035TMPFTB020

RGRLAIAMAXTB200AMAXTB150AMAXTB000

TBASEEFFTB040EFFTB010

SPANLAIEM

FRTB040FRTB000FOTB120FOTB110FLTB088FLTB050FLTB000

KDIFTB200KDIFTB000

CVOCVSCVRCVL

1989

1996

1998

2049

2052

2058

2044

2051

2059

SLATB050SLATB000

RMORMSRMRRMLQ10

TMPFTB035TMPFTB020

RGRLAIAMAXTB200AMAXTB150AMAXTB000

TBASEEFFTB040EFFTB010

SPANLAIEM

FRTB040FRTB000FOTB120FOTB110FLTB088FLTB050FLTB000

KDIFTB200KDIFTB000

CVOCVSCVRCVL

1989

1996

1998

2049

2052

2058

2044

2051

2059

AMAXTB000AMAXTB150AMAXTB200

CV LCVOCVRCVS

EFFTB000EFFTB040

FLTB000FLTB050FLTB088FO TB110FO TB120FRTB000FRTB040

KDIFTB000KDIFTB200

LAIEMQ10

RGRLAIRMLRMORMRRMS

SLATB000SLATB050

SP ANTBASE

TMP FTB020TMP FTB035

1999

2003

2013

2042

2046

2058

2045

2054

2060

A MAXTB000A MAXTB150A MAXTB200

CVLCVOCV RCVS

EFFTB000EFFTB040

FLTB000FLTB050FLTB088FOTB110FOTB120FRTB000FRTB040

KDIFTB000KDIFTB200

LAIEMQ10

RGRLAIRMLRMORMRRMS

SLATB000SLATB050

SPANTBASE

TMPFTB020TMPFTB035

1999

2003

2013

2042

2046

2058

2045

2054

2060

AMAXTB000AMAXTB150AMAXTB200

CVLCVOCVRCV S

EFFTB000EFFTB040

FLTB000FLTB050FLTB088FOTB110FOTB120FRTB000FRTB040

KDIFTB000KDIFTB200

LA IEMQ10

RGRLA IRMLRMORMRRMS

SLATB000SLATB050

SPANTBASE

TMPFTB020TMPFTB035

1999

2003

2013

2042

2046

2058

2045

2054

2060

Figure S8. eFAST total sensitivity index for maize yield simulated with WOFOST at the selected years in Switzerland (Ellighausen site). Left panel = EMS (existing modelling solution); central panel = MMS (modified modelling solution); right panel = percent differences between the two modelling solutions.

Page 9: Figure S14. Comparison between results obtained … · Web viewLeft panel = EMS (existing modelling solution); central panel = MMS (modified modelling solution); right panel = percent

CVL

CVO

CVR

CV S

FLTB0 00

FLTB0 80

FOTB12 0

FOTB14 0

FRTB0 00

FRTB0 50

K DIFTB00 0

K DIFTB20 0

LAIEM

1989

-50 -2 5 0 25 50Pe rcen t d iffe renc es

AMAXTB000AMAXTB200

CVLCVOCVRCVS

EFFTB010EFFTB040

FLTB000FLTB050FOTB100FRTB000FRTB100

KDIFTB000KDIFTB100

LAIEMQ10

RGRLAIRMLRMORMRRMS

SLATB035SLATB045SLATB065

SPANTBASE

TMPFTB014TMPFTB023

1989

1996

1998

2049

2052

2058

2044

2051

2059

0.2 0.4 0.6eFAST total sensitivity index

SLATB050SLATB000

RMORMSRMRRMLQ10

TMPFTB035TMPFTB020

RGRLAIAMAXTB200AMAXTB150AMAXTB000

TBASEEFFTB040EFFTB010

SPANLAIEM

FRTB040FRTB000FOTB120FOTB110FLTB088FLTB050FLTB000

KDIFTB200KDIFTB000

CVOCVSCVRCVL

1989

1996

1998

2049

2052

2058

2044

2051

2059

SLATB050SLATB000

RMORMSRMRRMLQ10

TMPFTB035TMPFTB020

RGRLAIAMAXTB200AMAXTB150AMAXTB000

TBASEEFFTB040EFFTB010

SPANLAIEM

FRTB040FRTB000FOTB120FOTB110FLTB088FLTB050FLTB000

KDIFTB200KDIFTB000

CVOCVSCVRCVL

1989

1996

1998

2049

2052

2058

2044

2051

2059

SLATB050SLATB000

RMORMSRMRRMLQ10

TMPFTB035TMPFTB020

RGRLAIAMAXTB200AMAXTB150AMAXTB000

TBASEEFFTB040EFFTB010

SPANLAIEM

FRTB040FRTB000FOTB120FOTB110FLTB088FLTB050FLTB000

KDIFTB200KDIFTB000

CVOCVSCVRCVL

1989

1996

1998

2049

2052

2058

2044

2051

2059

A MAXTB000A MAXTB150A MAXTB200

CVLCVOCVRCVS

EFFTB000EFFTB040

FLTB000FLTB050FLTB088FOTB110FOTB120FRTB000FRTB040

KDIFTB000KDIFTB200

LAIEMQ10

RGRLAIRMLRMORMRRMS

SLA TB000SLA TB050

SPA NTBASE

TMPFTB020TMPFTB035

2001

2003

2012

2044

2046

2057

2041

2053

2054

AMAXTB000AMAXTB150AMAXTB200

CVLCVOCVRCVS

EFFTB000EFFTB040

FLTB000FLTB050FLTB088FO TB110FO TB120FRTB000FRTB040

KD IFTB000KD IFTB200

LAIEMQ10

RGRLAIRMLRMORMRRMS

SLATB000SLATB050

SPANTBASE

TMP FTB020TMP FTB035

2001

2003

2012

2044

2046

2057

2041

2053

2054

AMAXTB000AMAXTB150AMAXTB200

CVLCVOCVRCVS

EFFTB000EFFTB040

FLTB000FLTB050FLTB088FO TB110FO TB120FRTB000FRTB040

KD IFTB000KD IFTB200

LAIEMQ10

RGRLAIRMLRMORMRRMS

SLATB000SLATB050

SP ANTBASE

TMP FTB020TMP FTB035

2001

2003

2012

2044

2046

2057

2041

2053

2054

Figure S9. eFAST total sensitivity index for maize yield simulated with WOFOST at the selected years in Switzerland (Reckenholz site). Left panel = EMS (existing modelling solution); central panel = MMS (modified modelling solution); right panel = percent differences between the two modelling solutions.

Page 10: Figure S14. Comparison between results obtained … · Web viewLeft panel = EMS (existing modelling solution); central panel = MMS (modified modelling solution); right panel = percent

CVL

CVO

CVR

CV S

FLTB0 00

FLTB0 80

FOTB12 0

FOTB14 0

FRTB0 00

FRTB0 50

K DIFTB00 0

K DIFTB20 0

LAIEM

1989

-50 -2 5 0 25 50Pe rcen t d iffe renc es

AMAXTB000AMAXTB200

CVLCVOCVRCVS

EFFTB010EFFTB040

FLTB000FLTB050FOTB100FRTB000FRTB100

KDIFTB000KDIFTB100

LAIEMQ10

RGRLAIRMLRMORMRRMS

SLATB035SLATB045SLATB065

SPANTBASE

TMPFTB014TMPFTB023

1989

1996

1998

2049

2052

2058

2044

2051

2059

0.2 0.4 0.6eFAST total sensitivity index

SLATB050SLATB000

RMORMSRMRRMLQ10

TMPFTB035TMPFTB020

RGRLAIAMAXTB200AMAXTB150AMAXTB000

TBASEEFFTB040EFFTB010

SPANLAIEM

FRTB040FRTB000FOTB120FOTB110FLTB088FLTB050FLTB000

KDIFTB200KDIFTB000

CVOCVSCVRCVL

1989

1996

1998

2049

2052

2058

2044

2051

2059

SLATB050SLATB000

RMORMSRMRRMLQ10

TMPFTB035TMPFTB020

RGRLAIAMAXTB200AMAXTB150AMAXTB000

TBASEEFFTB040EFFTB010

SPANLAIEM

FRTB040FRTB000FOTB120FOTB110FLTB088FLTB050FLTB000

KDIFTB200KDIFTB000

CVOCVSCVRCVL

1989

1996

1998

2049

2052

2058

2044

2051

2059

SLATB050SLATB000

RMORMSRMRRMLQ10

TMPFTB035TMPFTB020

RGRLAIAMAXTB200AMAXTB150AMAXTB000

TBASEEFFTB040EFFTB010

SPANLAIEM

FRTB040FRTB000FOTB120FOTB110FLTB088FLTB050FLTB000

KDIFTB200KDIFTB000

CVOCVSCVRCVL

1989

1996

1998

2049

2052

2058

2044

2051

2059

AMAXTB000AMAXTB150AMAXTB200

CVLCVOCVRCVS

EFFTB000EFFTB040

FLTB000FLTB050FLTB088FOTB110FOTB120FRTB000FRTB040

KDIFTB000KDIFTB200

LAIEMQ 10

RGRLAIRMLRMORMRRMS

SLA TB000SLA TB050

SPA NTBA SE

TMPFTB020TMPFTB035

1999

2011

2014

2042

2046

2059

2045

2052

2058

AMAXTB000AMAXTB150AMAXTB200

CVLCVOCVRCVS

EFFTB000EFFTB040

FLTB000FLTB050FLTB088FOTB110FOTB120FRTB000FRTB040

KD IFTB000KD IFTB200

LA IEMQ10

RGRLAIRMLRMORMRRMS

SLATB000SLATB050

SPANTBASE

TMP FTB020TMP FTB035

1999

2011

2014

2042

2046

2059

2045

2052

2058

A MAXTB000A MAXTB150A MAXTB200

CVLCVOCV RCVS

EFFTB000EFFTB040

FLTB000FLTB050FLTB088FOTB110FOTB120FRTB000FRTB040

KDIFTB000KDIFTB200

LAIEMQ 10

RGRLAIRMLRMORMRRMS

SLA TB000SLA TB050

SPANTBA SE

TMPFTB020TMPFTB035

1999

2011

2014

2042

2046

2059

2045

2052

2058

Figure S10. eFAST total sensitivity index for maize yield simulated with WOFOST at the selected years in Switzerland (Therwil site). Left panel = EMS (existing modelling solution); central panel = MMS (modified modelling solution); right panel = percent differences between the two modelling solutions.

Page 11: Figure S14. Comparison between results obtained … · Web viewLeft panel = EMS (existing modelling solution); central panel = MMS (modified modelling solution); right panel = percent

CVL

CVO

CVR

CV S

FLTB0 00

FLTB0 80

FOTB12 0

FOTB14 0

FRTB0 00

FRTB0 50

K DIFTB00 0

K DIFTB20 0

LAIEM

1989

-50 -2 5 0 25 50Pe rcen t d iffe renc es

AMAXTB000AMAXTB200

CVLCVOCVRCVS

EFFTB010EFFTB040

FLTB000FLTB050FOTB100FRTB000FRTB100

KDIFTB000KDIFTB100

LAIEMQ10

RGRLAIRMLRMORMRRMS

SLATB035SLATB045SLATB065

SPANTBASE

TMPFTB014TMPFTB023

1989

1996

1998

2049

2052

2058

2044

2051

2059

0.2 0.4 0.6eFAST total sensitivity index

SLATB050SLATB000

RMORMSRMRRMLQ10

TMPFTB035TMPFTB020

RGRLAIAMAXTB200AMAXTB150AMAXTB000

TBASEEFFTB040EFFTB010

SPANLAIEM

FRTB040FRTB000FOTB120FOTB110FLTB088FLTB050FLTB000

KDIFTB200KDIFTB000

CVOCVSCVRCVL

1989

1996

1998

2049

2052

2058

2044

2051

2059

SLATB050SLATB000

RMORMSRMRRMLQ10

TMPFTB035TMPFTB020

RGRLAIAMAXTB200AMAXTB150AMAXTB000

TBASEEFFTB040EFFTB010

SPANLAIEM

FRTB040FRTB000FOTB120FOTB110FLTB088FLTB050FLTB000

KDIFTB200KDIFTB000

CVOCVSCVRCVL

1989

1996

1998

2049

2052

2058

2044

2051

2059

SLATB050SLATB000

RMORMSRMRRMLQ10

TMPFTB035TMPFTB020

RGRLAIAMAXTB200AMAXTB150AMAXTB000

TBASEEFFTB040EFFTB010

SPANLAIEM

FRTB040FRTB000FOTB120FOTB110FLTB088FLTB050FLTB000

KDIFTB200KDIFTB000

CVOCVSCVRCVL

1989

1996

1998

2049

2052

2058

2044

2051

2059

AMAXTB000AMAXTB150AMAXTB200

CVLCVOCVRCVS

EFFTB000EFFTB040

FLTB000FLTB050FLTB088FOTB110FOTB120FRTB000FRTB040

KDIFTB000KDIFTB200

LAIEMQ10

RGRLA IRMLRMORMRRMS

SLATB000SLATB050

SP ANTBA SE

TMPFTB020TMPFTB035

2004

2005

2007

2047

2053

2057

2045

2052

2058

AMAXTB000AMAXTB150AMAXTB200

CVLCVOCVRCVS

EFFTB000EFFTB040

FLTB000FLTB050FLTB088FOTB110FOTB120FRTB000FRTB040

KDIFTB000KDIFTB200

LAIEMQ10

RGRLAIRMLRMORMRRMS

SLATB000SLATB050

SPANTBASE

TMPFTB020TMPFTB035

2004

2005

2007

2047

2053

2057

2045

2052

2058

AMAXTB000AMAXTB150AMAXTB200

CVLCVOCVRCVS

EFFTB000EFFTB040

FLTB000FLTB050FLTB088FOTB110FOTB120FRTB000FRTB040

KD IFTB000KD IFTB200

LAIEMQ10

RGRLAIRMLRMORMRRMS

SLATB000SLATB050

SPANTBASE

TMPFTB020TMPFTB035

2004

2005

2007

2047

2053

2057

2045

2052

2058

Figure S11. eFAST total sensitivity index for maize yield simulated with WOFOST at the selected years in Ukraine (Mironivka site). Left panel = EMS (existing modelling solution); central panel = MMS (modified modelling solution); right panel = percent differences between the two modelling solutions.

Page 12: Figure S14. Comparison between results obtained … · Web viewLeft panel = EMS (existing modelling solution); central panel = MMS (modified modelling solution); right panel = percent

SLATB100SLATB000

RMORMSRMRRMLQ10

TMPFTB050TMPFTB010

RGRLAIAMAXTB200AMAXTB150AMAXTB000

TBASEEFFTB040EFFTB000

SPANLAIEM

FRTB050FRTB000FOTB140FOTB120FLTB080FLTB000

KDIFTB200KDIFTB000

CVOCVSCVRCVL

1989

1996

1998

2049

2052

2058

2044

2051

2059

SLATB100SLATB000

RMORMSRMRRMLQ10

TMPFTB050TMPFTB010

RGRLAIAMAXTB200AMAXTB150AMAXTB000

TBASEEFFTB040EFFTB000

SPANLAIEM

FRTB050FRTB000FOTB140FOTB120FLTB080FLTB000

KDIFTB200KDIFTB000

CVOCVSCVRCVL

1989

1996

1998

2049

2052

2058

2044

2051

2059

SLATB100SLATB000

RMORMSRMRRMLQ10

TMPFTB050TMPFTB010

RGRLAIAMAXTB200AMAXTB150AMAXTB000

TBASEEFFTB040EFFTB000

SPANLAIEM

FRTB050FRTB000FOTB140FOTB120FLTB080FLTB000

KDIFTB200KDIFTB000

CVOCVSCVRCVL

1989

1996

1998

2049

2052

2058

2044

2051

2059

AMAXTB000AMAXTB150AMAXTB200

CVLC VOC VRCVS

EFFTB 000EFFTB 040

FLTB000FLTB080FOTB120FOTB140FRTB 000FRTB 050

KDIFTB000KDIFTB200

LAIEMQ10

R GRLAIRMLRMORMRR MS

SLATB 000SLATB 100

SPANTBASE

TMPFTB010TMPFTB050

1989

1996

1998

2041

2049

2052

2041

2050

2058

AMAXTB000AMAXTB150AMAXTB200

CVLC VOC VRCVS

EFFTB 000EFFTB 040

FLTB000FLTB080FOTB120FOTB140FR TB000FR TB050

KDIFTB000KDIFTB200

LAIEMQ10

R GRLAIRMLR MORMRR MS

SLATB 000SLATB 100

SPANTBASE

TMPFTB010TMPFTB050

1989

1996

1998

2041

2049

2052

2041

2050

2058

AMAXTB 000AMAXTB 150AMAXTB 200

CVLC VOCVRC VS

EFFTB000EFFTB040

FLTB000FLTB080FOTB120FOTB140FRTB 000FRTB 050

KDIFTB000KDIFTB200

LAIEMQ10

R GRLAIR MLRMORMRRMS

SLATB000SLATB100

SPANTB ASE

TMPFTB 010TMPFTB 050

1989

1996

1998

2041

2049

2052

2041

2050

2058

CV L

CVO

CVR

CVS

FLTB00 0

FLTB08 0

FOTB120

FOTB140

FRTB0 00

FRTB0 50

K DIFTB00 0

K DIFTB20 0

LAIEM

1989

-50 -2 5 0 25 50Perc ent differe nc es

AMAXTB000AMAXTB200

CVLCVOCVRCVS

EFFTB010EFFTB040

FLTB000FLTB050FOTB100FRTB000FRTB100

KDIFTB000KDIFTB100

LAIEMQ10

RGRLAIRMLRMORMRRMS

SLATB035SLATB045SLATB065

SPANTBASE

TMPFTB014TMPFTB023

1989

1996

1998

2049

2052

2058

2044

2051

2059

0.2 0.4 0.6eFAST total sensi tivi ty index

Figure S12. eFAST total sensitivity index for sunflower yield simulated with WOFOST at the selected years in Spain (Cordoba site). Left panel = EMS (existing modelling solution); central panel = MMS (modified modelling solution); right panel = percent differences between the two modelling solutions.

Page 13: Figure S14. Comparison between results obtained … · Web viewLeft panel = EMS (existing modelling solution); central panel = MMS (modified modelling solution); right panel = percent

SLATB065SLATB045SLATB035

RMORMSRMRRMLQ10

TMPFTB023TMPFTB014

RGRLAIAMAXTB200AMAXTB000

TBASEEFFTB040EFFTB010

SPANLAIEM

FRTB100FRTB000FOTB100FLTB050FLTB000

KDIFTB100KDIFTB000

CVOCVSCVRCVL

1989

1996

1998

2049

2052

2058

2044

2051

2059

AMAXTB 000AMAXTB 200

CVLC VOCVRCVS

EFFTB010EFFTB040

FLTB000FLTB050FOTB100FRTB 000FRTB 100

KDIFTB000KDIFTB100

LAIEMQ10

R GRLAIR MLRMORMRRMS

SLATB035SLATB045SLATB065

SPANTB ASE

TMPFT B014TMPFT B023

1989

1996

1998

2049

2052

2058

2044

2051

2059

AMAXTB 000AMAXTB 200

CVLC VOCVRC VS

EFFTB010EFFTB040

FLTB000FLTB050FOTB100FRTB 000FRTB 100

KDIFTB000KDIFTB100

LAIEMQ10

RGRLAIR MLRMORMRRMS

SLATB035SLATB045SLATB065

SPANTB ASE

TMPFTB 014TMPFTB 023

1989

1996

1998

2049

2052

2058

2044

2051

2059

SLATB065SLATB045SLATB035

RMORMSRMRRMLQ10

TMPFTB023TMPFTB014

RGRLAIAMAXTB200AMAXTB000

TBASEEFFTB040EFFTB010

SPANLAIEM

FRTB100FRTB000FOTB100FLTB050FLTB000

KDIFTB100KDIFTB000

CVOCVSCVRCVL

1989

1996

1998

2049

2052

2058

2044

2051

2059

AMAXTB000AMAXTB200

C VLCVOCVRCVS

EFFTB010EFFTB040

FLTB 000FLTB 050FOTB100FRTB000FRTB100

KDIFTB 000KDIFTB 100

LAIE MQ10

RGRLAIRMLRMOR MRRMS

SLATB035SLATB045SLATB065

SPANTBASE

TMPFTB014TMPFTB023

1989

1996

1998

2049

2052

2058

2044

2051

2059

SLATB065SLATB045SLATB035

RMORMSRMRRMLQ10

TMPFTB023TMPFTB014

RGRLAIAMAXTB200AMAXTB000

TBASEEFFTB040EFFTB010

SPANLAIEM

FRTB100FRTB000FOTB100FLTB050FLTB000

KDIFTB100KDIFTB000

CVOCVSCVRCVL

1989

1996

1998

2049

2052

2058

2044

2051

2059

CVL

CVO

CVR

CVS

FLTB000

FLTB080

FOTB1 20

FOTB1 40

FRTB00 0

FRTB05 0

KDIFTB000

KDIFTB200

LAIEM

1989

-50 -25 0 25 50Perce nt d ifferen ces

AMAXTB000AMAXTB200

CVLCVOCVRCVS

EFFTB010EFFTB040

FLTB000FLTB050FOTB100FRTB000FRTB100

KDIFTB000KDIFTB100

LAIEMQ10

RGRLAIRMLRMORMRRMS

SLATB035SLATB045SLATB065

SPANTBASE

TMPFTB014TMPFTB023

1989

1996

1998

2049

2052

2058

2044

2051

2059

0.2 0.4 0.6eFAST total sensi tivity index

Figure S13. eFAST total sensitivity index for winter barley yield simulated with WOFOST at the selected years in Spain (Granada site). Left panel = EMS (existing modelling solution); central panel = MMS (modified modelling solution); right panel = percent differences between the two modelling solutions.

Page 14: Figure S14. Comparison between results obtained … · Web viewLeft panel = EMS (existing modelling solution); central panel = MMS (modified modelling solution); right panel = percent

Figure S14. Comparison between results obtained with the Morris and eFAST sensitivity analysis methods for winter wheat simulation in Switzerland (Changins site). a) = savage scores for the EMS (existing modelling solution); b) = savage scores for the MMS (modified modelling solution); dotted line = 1:1 line.

Figure S15. Comparison between results obtained with the Morris and eFAST sensitivity analysis methods for winter wheat simulation in Switzerland (Ellighausen site). a) = savage scores for the EMS (existing modelling solution); b) = savage scores for the MMS (modified modelling solution); dotted line = 1:1 line.

Page 15: Figure S14. Comparison between results obtained … · Web viewLeft panel = EMS (existing modelling solution); central panel = MMS (modified modelling solution); right panel = percent

Figure S16. Comparison between results obtained with the Morris and eFAST sensitivity analysis methods for winter wheat simulation in Switzerland (Reckenholz site). a) = savage scores for the EMS (existing modelling solution); b) = savage scores for the MMS (modified modelling solution); dotted line = 1:1 line.

Figure S17. Comparison between results obtained with the Morris and eFAST sensitivity analysis methods for winter wheat simulation in Switzerland (Therwil site). a) = savage scores for the EMS (existing modelling solution); b) = savage scores for the MMS (modified modelling solution); dotted line = 1:1 line.

Page 16: Figure S14. Comparison between results obtained … · Web viewLeft panel = EMS (existing modelling solution); central panel = MMS (modified modelling solution); right panel = percent

Figure S18. Comparison between results obtained with the Morris and eFAST sensitivity analysis methods for winter wheat simulation in Spain (Cordoba site). a) = savage scores for the EMS (existing modelling solution); b) = savage scores for the MMS (modified modelling solution); dotted line = 1:1 line.

Figure S19. Comparison between results obtained with the Morris and eFAST sensitivity analysis methods for maize simulation in Switzerland (Changins site). a) = savage scores for the EMS (existing modelling solution); b) = savage scores for the MMS (modified modelling solution); dotted line = 1:1 line.

Page 17: Figure S14. Comparison between results obtained … · Web viewLeft panel = EMS (existing modelling solution); central panel = MMS (modified modelling solution); right panel = percent

Figure S20. Comparison between results obtained with the Morris and eFAST sensitivity analysis methods for maize simulation in Switzerland (Ellighausen site). a) = savage scores for the EMS (existing modelling solution); b) = savage scores for the MMS (modified modelling solution); dotted line = 1:1 line.

Figure S21. Comparison between results obtained with the Morris and eFAST sensitivity analysis methods for maize simulation in Switzerland (Reckenholz site). a) = savage scores for the EMS (existing modelling solution); b) = savage scores for the MMS (modified modelling solution); dotted line = 1:1 line.

Page 18: Figure S14. Comparison between results obtained … · Web viewLeft panel = EMS (existing modelling solution); central panel = MMS (modified modelling solution); right panel = percent

Figure S22. Comparison between results obtained with the Morris and eFAST sensitivity analysis methods for maize simulation in Switzerland (Therwil site). a) = savage scores for the EMS (existing modelling solution); b) = savage scores for the MMS (modified modelling solution); dotted line = 1:1 line.

Figure S23. Comparison between results obtained with the Morris and eFAST sensitivity analysis methods for maize simulation in Ukraine (Mironivka site). a) = savage scores for the EMS (existing modelling solution); b) = savage scores for the MMS (modified modelling solution); dotted line = 1:1 line.

Page 19: Figure S14. Comparison between results obtained … · Web viewLeft panel = EMS (existing modelling solution); central panel = MMS (modified modelling solution); right panel = percent

Figure S24. Comparison between results obtained with the Morris and eFAST sensitivity analysis methods for sunflower simulation in Spain (Cordoba site). a) = savage scores for the EMS (existing modelling solutions); b) = savage scores for the MMS (modified modelling solutions); dotted line = 1:1 line.

Figure S25. Comparison between results obtained with the Morris and eFAST sensitivity analysis methods for winter barley simulation in Spain (Granada site). a) = savage scores for the EMS (existing modelling solution); b) = savage scores for the MMS (modified modelling solution); dotted line = 1:1 line.