data: agro

agro_var: Soil Moisture data

Rwanda Water_Balance daily_rab Historical BushBeansSOND WB_BB_SOND_8317 WB_BB_SOND_8317 SM aprod Soil Moisture from SOURCES: the IRI/LDEO collection of climate data.

Independent Variables (Grids)

Longitude (longitude): grid: /X (degree_east) ordered (28.5375E) to (30.975E) by 0.0375 N= 66 pts :grid
Latitude (latitude): grid: /Y (degree_north) ordered (2.9625S) to (1.05S) by 0.0375 N= 52 pts :grid

Other Info

bufferwordsize

CE

null

colorscalename

prcp_0to1000_colors

CS

null

datatype

doublearraytype

file_missing_value

-9999.0

fnname

flagge

maxncolor

254

missing_value

NaN

pointwidth

1.0

units

standard units*

0.001 meter

history

flagge [ ( Rwanda Water_Balance daily_rab Historical BushBeansSOND WB_BB_SOND_8317 SM ) , 0 ]

x = min [ max ( { [ ( { Rwanda RAB soil [ TAW60 * 0.33 ] } + { water_balance ETcrop [ 1 Jan 1983 * 0. ] } ) - ( min { [ ( { Rwanda RAB soil [ TAW60 * 0.33 ] } + { water_balance ETcrop [ 1 Jan 1983 * 0. ] } ) / ( Rwanda RAB soil { 0.49 * TAW60 } ) ] , 1 } * { water_balance ETcrop } ) ] + [ water_balance Peffective ] } , 0.0 ) , ( Rwanda RAB soil TAW60 ) ]

max [ ( { [ ( Rwanda RAB soil { TAW60 * 0.33 } ) + ( water_balance ETcrop { 1 Jan 1983 * 0. } ) ] - [ min ( { [ ( Rwanda RAB soil { TAW60 * 0.33 } ) + ( water_balance ETcrop { 1 Jan 1983 * 0. } ) ] / [ Rwanda RAB soil ( 0.49 * TAW60 ) ] } , 1 ) * ( water_balance ETcrop ) ] } + { water_balance Peffective } ) , 0.0 ]

[ ( Rwanda RAB soil { TAW60 * 0.33 } ) + ( water_balance ETcrop { 1 Jan 1983 * 0. } ) ] - [ min ( { [ ( Rwanda RAB soil { TAW60 * 0.33 } ) + ( water_balance ETcrop { 1 Jan 1983 * 0. } ) ] / [ Rwanda RAB soil ( 0.49 * TAW60 ) ] } , 1 ) * ( water_balance ETcrop ) ]

[ Rwanda RAB soil ( TAW60 * 0.33 ) ] + [ water_balance ETcrop ( 1 Jan 1983 * 0. ) ]

x[T=7 Jan 1983]: [ Rwanda RAB soil ( TAW60 * 0.33 ) ] + [ water_balance ETcrop ( 1 Jan 1983 * 0. ) ]

Rwanda RAB soil [ TAW60 * 0.33 ]

Rwanda RAB soil AWC
sl: 15.0 cm to 200.0 cm appended from Rwanda RAB soil AWC_d

Rwanda RAB soil BLD
sl: 15.0 cm to 200.0 cm appended from Rwanda RAB soil BLD_d

total [ ( Rwanda RAB soil { AWC * BLD } ) * min ( { sl + 0. } , 60.0 ) ]

Averaged over sl[0 cm, 280 cm] minimum 0.0% data present

X regridded on Rwanda RAB soil TAW60
Y regridded on Rwanda RAB soil TAW60
Boxes with less than 0.0% dropped

water_balance ETcrop [ 1 Jan 1983 * 0. ]

mean [ T * ( 0. + 1. ) ]

Ss_lag positive indicates T * [ 0. + 1. ] lags
Averaged over Ss[1200 30 Dec 1981 - 1200 31 Dec 1981, 2400 29 Jun 2016] minimum 0.0% data present

[ T * ( 0. + 1. ) ] * 0.
Ss_lag positive indicates T * [ 0. + 1. ] lags

pad0 [ T * ( 0. + 1. ) ]

Ss: 1 Jan 1983 to 30 Jun 2017 appended from T * [ 0. + 1. ]
Ss: 1 Jul 2017 to 1 Jul 2018 appended from mean [ T * ( 0. + 1. ) ] + [ ( T * { 0. + 1. } ) * 0. ] -366.0 days

water_balance Kc

Boxes with less than 0.0% dropped

min [ ( { [ Rwanda RAB soil ( TAW60 * 0.33 ) ] + [ water_balance ETcrop ( 1 Jan 1983 * 0. ) ] } / { Rwanda RAB soil [ 0.49 * TAW60 ] } ) , 1 ] * [ water_balance ETcrop ]

min [ ( { [ Rwanda RAB soil ( TAW60 * 0.33 ) ] + [ water_balance ETcrop ( 1 Jan 1983 * 0. ) ] } / { Rwanda RAB soil [ 0.49 * TAW60 ] } ) , 1 ]

[ Rwanda RAB soil ( TAW60 * 0.33 ) ] + [ water_balance ETcrop ( 1 Jan 1983 * 0. ) ]

x[T=7 Jan 1983]: [ Rwanda RAB soil ( TAW60 * 0.33 ) ] + [ water_balance ETcrop ( 1 Jan 1983 * 0. ) ]

Rwanda RAB soil [ TAW60 * 0.33 ]

Rwanda RAB soil AWC
sl: 15.0 cm to 200.0 cm appended from Rwanda RAB soil AWC_d

Rwanda RAB soil BLD
sl: 15.0 cm to 200.0 cm appended from Rwanda RAB soil BLD_d

total [ ( Rwanda RAB soil { AWC * BLD } ) * min ( { sl + 0. } , 60.0 ) ]

Averaged over sl[0 cm, 280 cm] minimum 0.0% data present

X regridded on Rwanda RAB soil TAW60
Y regridded on Rwanda RAB soil TAW60
Boxes with less than 0.0% dropped

water_balance ETcrop [ 1 Jan 1983 * 0. ]

mean [ T * ( 0. + 1. ) ]

Ss_lag positive indicates T * [ 0. + 1. ] lags
Averaged over Ss[1200 30 Dec 1981 - 1200 31 Dec 1981, 2400 29 Jun 2016] minimum 0.0% data present

[ T * ( 0. + 1. ) ] * 0.
Ss_lag positive indicates T * [ 0. + 1. ] lags

pad0 [ T * ( 0. + 1. ) ]

Ss: 1 Jan 1983 to 30 Jun 2017 appended from T * [ 0. + 1. ]
Ss: 1 Jul 2017 to 1 Jul 2018 appended from mean [ T * ( 0. + 1. ) ] + [ ( T * { 0. + 1. } ) * 0. ] -366.0 days

water_balance Kc

Boxes with less than 0.0% dropped

Rwanda RAB soil [ 0.49 * TAW60 ]

Rwanda RAB soil AWC
sl: 15.0 cm to 200.0 cm appended from Rwanda RAB soil AWC_d

Rwanda RAB soil BLD
sl: 15.0 cm to 200.0 cm appended from Rwanda RAB soil BLD_d

total [ ( Rwanda RAB soil { AWC * BLD } ) * min ( { sl + 0. } , 60.0 ) ]

Averaged over sl[0 cm, 280 cm] minimum 0.0% data present

X regridded on Rwanda RAB soil TAW60
Y regridded on Rwanda RAB soil TAW60
Boxes with less than 0.0% dropped

water_balance ETcrop

mean [ T * ( 0. + 1. ) ]

Ss_lag positive indicates T * [ 0. + 1. ] lags
Averaged over Ss[1200 30 Dec 1981 - 1200 31 Dec 1981, 2400 29 Jun 2016] minimum 0.0% data present

[ T * ( 0. + 1. ) ] * 0.
Ss_lag positive indicates T * [ 0. + 1. ] lags

pad0 [ T * ( 0. + 1. ) ]

Ss: 1 Jan 1983 to 30 Jun 2017 appended from T * [ 0. + 1. ]
Ss: 1 Jul 2017 to 1 Jul 2018 appended from mean [ T * ( 0. + 1. ) ] + [ ( T * { 0. + 1. } ) * 0. ] -366.0 days

water_balance Kc

Boxes with less than 0.0% dropped

water_balance Peffective

total [ ( Rwanda Daily precip ) / maskle ( { T_lag + 0. } , 0 ) ] * flagge [ ( Rwanda Daily precip ) , 12.5 ]

total [ ( Rwanda Daily precip ) / maskle ( { T_lag + 0. } , 0 ) ]

T_lag positive indicates Rwanda Daily precip lags
Averaged over T_lag[-6.5 days, 0.5 days] minimum 0.0% data present

total [ ( PPcoefs + 0. ) * eexp ( { PPn - 1. } * ln { Rwanda Daily precip } ) ]
Averaged over PPn[0.5, 3.5] minimum 0.0% data present

total [ ( total { [ Rwanda Daily precip ] / maskle [ ( T_lag + 0. ) , 0 ] } * flagge { [ Rwanda Daily precip ] , 12.5 } ) * total ( { PPcoefs + 0. } * eexp { [ PPn - 1. ] * ln [ Rwanda Daily precip ] } ) ]

Averaged over aprod[IPA0, IPA7] minimum 0.0% data present

Rwanda RAB soil TAW60

Rwanda RAB soil AWC
sl: 15.0 cm to 200.0 cm appended from Rwanda RAB soil AWC_d

Rwanda RAB soil BLD
sl: 15.0 cm to 200.0 cm appended from Rwanda RAB soil BLD_d

total [ ( Rwanda RAB soil { AWC * BLD } ) * min ( { sl + 0. } , 60.0 ) ]

Averaged over sl[0 cm, 280 cm] minimum 0.0% data present

X regridded on Rwanda RAB soil TAW60
Y regridded on Rwanda RAB soil TAW60
Boxes with less than 0.0% dropped

x = [ ( { x = min [ max ( { [ ( { Rwanda RAB soil [ TAW60 * 0.33 ] } + { water_balance ETcrop [ 1 Jan 1983 * 0. ] } ) - ( min { [ ( { Rwanda RAB soil [ TAW60 * 0.33 ] } + { water_balance ETcrop [ 1 Jan 1983 * 0. ] } ) / ( Rwanda RAB soil { 0.49 * TAW60 } ) ] , 1 } * { water_balance ETcrop } ) ] + [ water_balance Peffective ] } , 0.0 ) , ( Rwanda RAB soil TAW60 ) ] } * 0. ) + water_balance ( ETcrop * 0. ) ] + water_balance [ Peffective * 0. ]

[ ( x = min { max [ ( { [ ( Rwanda RAB soil { TAW60 * 0.33 } ) + ( water_balance ETcrop { 1 Jan 1983 * 0. } ) ] - [ min ( { [ ( Rwanda RAB soil { TAW60 * 0.33 } ) + ( water_balance ETcrop { 1 Jan 1983 * 0. } ) ] / [ Rwanda RAB soil ( 0.49 * TAW60 ) ] } , 1 ) * ( water_balance ETcrop ) ] } + { water_balance Peffective } ) , 0.0 ] , [ Rwanda RAB soil TAW60 ] } ) * 0. ] + water_balance [ ETcrop * 0. ]

[ x = min ( max { [ ( { [ Rwanda RAB soil ( TAW60 * 0.33 ) ] + [ water_balance ETcrop ( 1 Jan 1983 * 0. ) ] } - { min [ ( { [ Rwanda RAB soil ( TAW60 * 0.33 ) ] + [ water_balance ETcrop ( 1 Jan 1983 * 0. ) ] } / { Rwanda RAB soil [ 0.49 * TAW60 ] } ) , 1 ] * [ water_balance ETcrop ] } ) + ( water_balance Peffective ) ] , 0.0 } , { Rwanda RAB soil TAW60 } ) ] * 0.

x[T=7 Jan 1983]: [ x = min ( max { [ ( { [ Rwanda RAB soil ( TAW60 * 0.33 ) ] + [ water_balance ETcrop ( 1 Jan 1983 * 0. ) ] } - { min [ ( { [ Rwanda RAB soil ( TAW60 * 0.33 ) ] + [ water_balance ETcrop ( 1 Jan 1983 * 0. ) ] } / { Rwanda RAB soil [ 0.49 * TAW60 ] } ) , 1 ] * [ water_balance ETcrop ] } ) + ( water_balance Peffective ) ] , 0.0 } , { Rwanda RAB soil TAW60 } ) ] * 0. 7 Jan 1983

[ Rwanda RAB soil ( TAW60 * 0.33 ) ] + [ water_balance ETcrop ( 1 Jan 1983 * 0. ) ]

x[T=7 Jan 1983]: [ Rwanda RAB soil ( TAW60 * 0.33 ) ] + [ water_balance ETcrop ( 1 Jan 1983 * 0. ) ]

Rwanda RAB soil [ TAW60 * 0.33 ]

Rwanda RAB soil AWC
sl: 15.0 cm to 200.0 cm appended from Rwanda RAB soil AWC_d

Rwanda RAB soil BLD
sl: 15.0 cm to 200.0 cm appended from Rwanda RAB soil BLD_d

total [ ( Rwanda RAB soil { AWC * BLD } ) * min ( { sl + 0. } , 60.0 ) ]

Averaged over sl[0 cm, 280 cm] minimum 0.0% data present

X regridded on Rwanda RAB soil TAW60
Y regridded on Rwanda RAB soil TAW60
Boxes with less than 0.0% dropped

water_balance ETcrop [ 1 Jan 1983 * 0. ]

mean [ T * ( 0. + 1. ) ]

Ss_lag positive indicates T * [ 0. + 1. ] lags
Averaged over Ss[1200 30 Dec 1981 - 1200 31 Dec 1981, 2400 29 Jun 2016] minimum 0.0% data present

[ T * ( 0. + 1. ) ] * 0.
Ss_lag positive indicates T * [ 0. + 1. ] lags

pad0 [ T * ( 0. + 1. ) ]

Ss: 1 Jan 1983 to 30 Jun 2017 appended from T * [ 0. + 1. ]
Ss: 1 Jul 2017 to 1 Jul 2018 appended from mean [ T * ( 0. + 1. ) ] + [ ( T * { 0. + 1. } ) * 0. ] -366.0 days

water_balance Kc

Boxes with less than 0.0% dropped

min [ ( { [ Rwanda RAB soil ( TAW60 * 0.33 ) ] + [ water_balance ETcrop ( 1 Jan 1983 * 0. ) ] } / { Rwanda RAB soil [ 0.49 * TAW60 ] } ) , 1 ] * [ water_balance ETcrop ]

min [ ( { [ Rwanda RAB soil ( TAW60 * 0.33 ) ] + [ water_balance ETcrop ( 1 Jan 1983 * 0. ) ] } / { Rwanda RAB soil [ 0.49 * TAW60 ] } ) , 1 ]

[ Rwanda RAB soil ( TAW60 * 0.33 ) ] + [ water_balance ETcrop ( 1 Jan 1983 * 0. ) ]

x[T=7 Jan 1983]: [ Rwanda RAB soil ( TAW60 * 0.33 ) ] + [ water_balance ETcrop ( 1 Jan 1983 * 0. ) ]

Rwanda RAB soil [ TAW60 * 0.33 ]

Rwanda RAB soil AWC
sl: 15.0 cm to 200.0 cm appended from Rwanda RAB soil AWC_d

Rwanda RAB soil BLD
sl: 15.0 cm to 200.0 cm appended from Rwanda RAB soil BLD_d

total [ ( Rwanda RAB soil { AWC * BLD } ) * min ( { sl + 0. } , 60.0 ) ]

Averaged over sl[0 cm, 280 cm] minimum 0.0% data present

X regridded on Rwanda RAB soil TAW60
Y regridded on Rwanda RAB soil TAW60
Boxes with less than 0.0% dropped

water_balance ETcrop [ 1 Jan 1983 * 0. ]

mean [ T * ( 0. + 1. ) ]

Ss_lag positive indicates T * [ 0. + 1. ] lags
Averaged over Ss[1200 30 Dec 1981 - 1200 31 Dec 1981, 2400 29 Jun 2016] minimum 0.0% data present

[ T * ( 0. + 1. ) ] * 0.
Ss_lag positive indicates T * [ 0. + 1. ] lags

pad0 [ T * ( 0. + 1. ) ]

Ss: 1 Jan 1983 to 30 Jun 2017 appended from T * [ 0. + 1. ]
Ss: 1 Jul 2017 to 1 Jul 2018 appended from mean [ T * ( 0. + 1. ) ] + [ ( T * { 0. + 1. } ) * 0. ] -366.0 days

water_balance Kc

Boxes with less than 0.0% dropped

Rwanda RAB soil [ 0.49 * TAW60 ]

Rwanda RAB soil AWC
sl: 15.0 cm to 200.0 cm appended from Rwanda RAB soil AWC_d

Rwanda RAB soil BLD
sl: 15.0 cm to 200.0 cm appended from Rwanda RAB soil BLD_d

total [ ( Rwanda RAB soil { AWC * BLD } ) * min ( { sl + 0. } , 60.0 ) ]

Averaged over sl[0 cm, 280 cm] minimum 0.0% data present

X regridded on Rwanda RAB soil TAW60
Y regridded on Rwanda RAB soil TAW60
Boxes with less than 0.0% dropped

water_balance ETcrop

mean [ T * ( 0. + 1. ) ]

Ss_lag positive indicates T * [ 0. + 1. ] lags
Averaged over Ss[1200 30 Dec 1981 - 1200 31 Dec 1981, 2400 29 Jun 2016] minimum 0.0% data present

[ T * ( 0. + 1. ) ] * 0.
Ss_lag positive indicates T * [ 0. + 1. ] lags

pad0 [ T * ( 0. + 1. ) ]

Ss: 1 Jan 1983 to 30 Jun 2017 appended from T * [ 0. + 1. ]
Ss: 1 Jul 2017 to 1 Jul 2018 appended from mean [ T * ( 0. + 1. ) ] + [ ( T * { 0. + 1. } ) * 0. ] -366.0 days

water_balance Kc

Boxes with less than 0.0% dropped

water_balance Peffective

total [ ( Rwanda Daily precip ) / maskle ( { T_lag + 0. } , 0 ) ] * flagge [ ( Rwanda Daily precip ) , 12.5 ]

total [ ( Rwanda Daily precip ) / maskle ( { T_lag + 0. } , 0 ) ]

T_lag positive indicates Rwanda Daily precip lags
Averaged over T_lag[-6.5 days, 0.5 days] minimum 0.0% data present

total [ ( PPcoefs + 0. ) * eexp ( { PPn - 1. } * ln { Rwanda Daily precip } ) ]
Averaged over PPn[0.5, 3.5] minimum 0.0% data present

Averaged over aprod[IPA0, IPA7] minimum 0.0% data present

Rwanda RAB soil TAW60

Rwanda RAB soil AWC
sl: 15.0 cm to 200.0 cm appended from Rwanda RAB soil AWC_d

Rwanda RAB soil BLD
sl: 15.0 cm to 200.0 cm appended from Rwanda RAB soil BLD_d

total [ ( Rwanda RAB soil { AWC * BLD } ) * min ( { sl + 0. } , 60.0 ) ]

Averaged over sl[0 cm, 280 cm] minimum 0.0% data present

X regridded on Rwanda RAB soil TAW60
Y regridded on Rwanda RAB soil TAW60
Boxes with less than 0.0% dropped

water_balance [ ETcrop * 0. ]

mean [ T * ( 0. + 1. ) ]

Ss_lag positive indicates T * [ 0. + 1. ] lags
Averaged over Ss[1200 30 Dec 1981 - 1200 31 Dec 1981, 2400 29 Jun 2016] minimum 0.0% data present

[ T * ( 0. + 1. ) ] * 0.
Ss_lag positive indicates T * [ 0. + 1. ] lags

pad0 [ T * ( 0. + 1. ) ]

Ss: 1 Jan 1983 to 30 Jun 2017 appended from T * [ 0. + 1. ]
Ss: 1 Jul 2017 to 1 Jul 2018 appended from mean [ T * ( 0. + 1. ) ] + [ ( T * { 0. + 1. } ) * 0. ] -366.0 days

water_balance Kc

Boxes with less than 0.0% dropped

water_balance [ Peffective * 0. ]

total [ ( Rwanda Daily precip ) / maskle ( { T_lag + 0. } , 0 ) ] * flagge [ ( Rwanda Daily precip ) , 12.5 ]

total [ ( Rwanda Daily precip ) / maskle ( { T_lag + 0. } , 0 ) ]

T_lag positive indicates Rwanda Daily precip lags
Averaged over T_lag[-6.5 days, 0.5 days] minimum 0.0% data present

total [ ( PPcoefs + 0. ) * eexp ( { PPn - 1. } * ln { Rwanda Daily precip } ) ]
Averaged over PPn[0.5, 3.5] minimum 0.0% data present

Averaged over aprod[IPA0, IPA7] minimum 0.0% data present

Rwanda Water_Balance daily_rab Historical BushBeansSOND WB_BB_SOND_8317 SM

Boxes with less than 0.0% dropped

maskle [ ( Rwanda Water_Balance daily_rab Historical BushBeansSOND WB_BB_SOND_8317 SM ) , -1.0 ]

[ Rwanda RAB soil ( TAW60 * 0.33 ) ] + [ water_balance ETcrop ( 1 Jan 1983 * 0. ) ]

x[T=7 Jan 1983]: [ Rwanda RAB soil ( TAW60 * 0.33 ) ] + [ water_balance ETcrop ( 1 Jan 1983 * 0. ) ]

Rwanda RAB soil [ TAW60 * 0.33 ]

Rwanda RAB soil AWC
sl: 15.0 cm to 200.0 cm appended from Rwanda RAB soil AWC_d

Rwanda RAB soil BLD
sl: 15.0 cm to 200.0 cm appended from Rwanda RAB soil BLD_d

total [ ( Rwanda RAB soil { AWC * BLD } ) * min ( { sl + 0. } , 60.0 ) ]

Averaged over sl[0 cm, 280 cm] minimum 0.0% data present

X regridded on Rwanda RAB soil TAW60
Y regridded on Rwanda RAB soil TAW60
Boxes with less than 0.0% dropped

water_balance ETcrop [ 1 Jan 1983 * 0. ]

mean [ T * ( 0. + 1. ) ]

Ss_lag positive indicates T * [ 0. + 1. ] lags
Averaged over Ss[1200 30 Dec 1981 - 1200 31 Dec 1981, 2400 29 Jun 2016] minimum 0.0% data present

[ T * ( 0. + 1. ) ] * 0.
Ss_lag positive indicates T * [ 0. + 1. ] lags

pad0 [ T * ( 0. + 1. ) ]

Ss: 1 Jan 1983 to 30 Jun 2017 appended from T * [ 0. + 1. ]
Ss: 1 Jul 2017 to 1 Jul 2018 appended from mean [ T * ( 0. + 1. ) ] + [ ( T * { 0. + 1. } ) * 0. ] -366.0 days

water_balance Kc

Boxes with less than 0.0% dropped

min [ ( { [ Rwanda RAB soil ( TAW60 * 0.33 ) ] + [ water_balance ETcrop ( 1 Jan 1983 * 0. ) ] } / { Rwanda RAB soil [ 0.49 * TAW60 ] } ) , 1 ] * [ water_balance ETcrop ]

min [ ( { [ Rwanda RAB soil ( TAW60 * 0.33 ) ] + [ water_balance ETcrop ( 1 Jan 1983 * 0. ) ] } / { Rwanda RAB soil [ 0.49 * TAW60 ] } ) , 1 ]

[ Rwanda RAB soil ( TAW60 * 0.33 ) ] + [ water_balance ETcrop ( 1 Jan 1983 * 0. ) ]

x[T=7 Jan 1983]: [ Rwanda RAB soil ( TAW60 * 0.33 ) ] + [ water_balance ETcrop ( 1 Jan 1983 * 0. ) ]

Rwanda RAB soil [ TAW60 * 0.33 ]

Rwanda RAB soil AWC
sl: 15.0 cm to 200.0 cm appended from Rwanda RAB soil AWC_d

Rwanda RAB soil BLD
sl: 15.0 cm to 200.0 cm appended from Rwanda RAB soil BLD_d

total [ ( Rwanda RAB soil { AWC * BLD } ) * min ( { sl + 0. } , 60.0 ) ]

Averaged over sl[0 cm, 280 cm] minimum 0.0% data present

X regridded on Rwanda RAB soil TAW60
Y regridded on Rwanda RAB soil TAW60
Boxes with less than 0.0% dropped

water_balance ETcrop [ 1 Jan 1983 * 0. ]

mean [ T * ( 0. + 1. ) ]

Ss_lag positive indicates T * [ 0. + 1. ] lags
Averaged over Ss[1200 30 Dec 1981 - 1200 31 Dec 1981, 2400 29 Jun 2016] minimum 0.0% data present

[ T * ( 0. + 1. ) ] * 0.
Ss_lag positive indicates T * [ 0. + 1. ] lags

pad0 [ T * ( 0. + 1. ) ]

Ss: 1 Jan 1983 to 30 Jun 2017 appended from T * [ 0. + 1. ]
Ss: 1 Jul 2017 to 1 Jul 2018 appended from mean [ T * ( 0. + 1. ) ] + [ ( T * { 0. + 1. } ) * 0. ] -366.0 days

water_balance Kc

Boxes with less than 0.0% dropped

Rwanda RAB soil [ 0.49 * TAW60 ]

Rwanda RAB soil AWC
sl: 15.0 cm to 200.0 cm appended from Rwanda RAB soil AWC_d

Rwanda RAB soil BLD
sl: 15.0 cm to 200.0 cm appended from Rwanda RAB soil BLD_d

total [ ( Rwanda RAB soil { AWC * BLD } ) * min ( { sl + 0. } , 60.0 ) ]

Averaged over sl[0 cm, 280 cm] minimum 0.0% data present

X regridded on Rwanda RAB soil TAW60
Y regridded on Rwanda RAB soil TAW60
Boxes with less than 0.0% dropped

water_balance ETcrop

mean [ T * ( 0. + 1. ) ]

Ss_lag positive indicates T * [ 0. + 1. ] lags
Averaged over Ss[1200 30 Dec 1981 - 1200 31 Dec 1981, 2400 29 Jun 2016] minimum 0.0% data present

[ T * ( 0. + 1. ) ] * 0.
Ss_lag positive indicates T * [ 0. + 1. ] lags

pad0 [ T * ( 0. + 1. ) ]

Ss: 1 Jan 1983 to 30 Jun 2017 appended from T * [ 0. + 1. ]
Ss: 1 Jul 2017 to 1 Jul 2018 appended from mean [ T * ( 0. + 1. ) ] + [ ( T * { 0. + 1. } ) * 0. ] -366.0 days

water_balance Kc

Boxes with less than 0.0% dropped

water_balance Peffective

total [ ( Rwanda Daily precip ) / maskle ( { T_lag + 0. } , 0 ) ] * flagge [ ( Rwanda Daily precip ) , 12.5 ]

total [ ( Rwanda Daily precip ) / maskle ( { T_lag + 0. } , 0 ) ]

T_lag positive indicates Rwanda Daily precip lags
Averaged over T_lag[-6.5 days, 0.5 days] minimum 0.0% data present

total [ ( PPcoefs + 0. ) * eexp ( { PPn - 1. } * ln { Rwanda Daily precip } ) ]
Averaged over PPn[0.5, 3.5] minimum 0.0% data present

Averaged over aprod[IPA0, IPA7] minimum 0.0% data present

Rwanda RAB soil TAW60

Rwanda RAB soil AWC
sl: 15.0 cm to 200.0 cm appended from Rwanda RAB soil AWC_d

Rwanda RAB soil BLD
sl: 15.0 cm to 200.0 cm appended from Rwanda RAB soil BLD_d

total [ ( Rwanda RAB soil { AWC * BLD } ) * min ( { sl + 0. } , 60.0 ) ]

Averaged over sl[0 cm, 280 cm] minimum 0.0% data present

X regridded on Rwanda RAB soil TAW60
Y regridded on Rwanda RAB soil TAW60
Boxes with less than 0.0% dropped

[ Rwanda RAB soil ( TAW60 * 0.33 ) ] + [ water_balance ETcrop ( 1 Jan 1983 * 0. ) ]

x[T=7 Jan 1983]: [ Rwanda RAB soil ( TAW60 * 0.33 ) ] + [ water_balance ETcrop ( 1 Jan 1983 * 0. ) ]

Rwanda RAB soil [ TAW60 * 0.33 ]

Rwanda RAB soil AWC
sl: 15.0 cm to 200.0 cm appended from Rwanda RAB soil AWC_d

Rwanda RAB soil BLD
sl: 15.0 cm to 200.0 cm appended from Rwanda RAB soil BLD_d

total [ ( Rwanda RAB soil { AWC * BLD } ) * min ( { sl + 0. } , 60.0 ) ]

Averaged over sl[0 cm, 280 cm] minimum 0.0% data present

X regridded on Rwanda RAB soil TAW60
Y regridded on Rwanda RAB soil TAW60
Boxes with less than 0.0% dropped

water_balance ETcrop [ 1 Jan 1983 * 0. ]

mean [ T * ( 0. + 1. ) ]

Ss_lag positive indicates T * [ 0. + 1. ] lags
Averaged over Ss[1200 30 Dec 1981 - 1200 31 Dec 1981, 2400 29 Jun 2016] minimum 0.0% data present

[ T * ( 0. + 1. ) ] * 0.
Ss_lag positive indicates T * [ 0. + 1. ] lags

pad0 [ T * ( 0. + 1. ) ]

Ss: 1 Jan 1983 to 30 Jun 2017 appended from T * [ 0. + 1. ]
Ss: 1 Jul 2017 to 1 Jul 2018 appended from mean [ T * ( 0. + 1. ) ] + [ ( T * { 0. + 1. } ) * 0. ] -366.0 days

water_balance Kc

Boxes with less than 0.0% dropped

min [ ( { [ Rwanda RAB soil ( TAW60 * 0.33 ) ] + [ water_balance ETcrop ( 1 Jan 1983 * 0. ) ] } / { Rwanda RAB soil [ 0.49 * TAW60 ] } ) , 1 ] * [ water_balance ETcrop ]

min [ ( { [ Rwanda RAB soil ( TAW60 * 0.33 ) ] + [ water_balance ETcrop ( 1 Jan 1983 * 0. ) ] } / { Rwanda RAB soil [ 0.49 * TAW60 ] } ) , 1 ]

[ Rwanda RAB soil ( TAW60 * 0.33 ) ] + [ water_balance ETcrop ( 1 Jan 1983 * 0. ) ]

x[T=7 Jan 1983]: [ Rwanda RAB soil ( TAW60 * 0.33 ) ] + [ water_balance ETcrop ( 1 Jan 1983 * 0. ) ]

Rwanda RAB soil [ TAW60 * 0.33 ]

Rwanda RAB soil AWC
sl: 15.0 cm to 200.0 cm appended from Rwanda RAB soil AWC_d

Rwanda RAB soil BLD
sl: 15.0 cm to 200.0 cm appended from Rwanda RAB soil BLD_d

total [ ( Rwanda RAB soil { AWC * BLD } ) * min ( { sl + 0. } , 60.0 ) ]

Averaged over sl[0 cm, 280 cm] minimum 0.0% data present

X regridded on Rwanda RAB soil TAW60
Y regridded on Rwanda RAB soil TAW60
Boxes with less than 0.0% dropped

water_balance ETcrop [ 1 Jan 1983 * 0. ]

mean [ T * ( 0. + 1. ) ]

Ss_lag positive indicates T * [ 0. + 1. ] lags
Averaged over Ss[1200 30 Dec 1981 - 1200 31 Dec 1981, 2400 29 Jun 2016] minimum 0.0% data present

[ T * ( 0. + 1. ) ] * 0.
Ss_lag positive indicates T * [ 0. + 1. ] lags

pad0 [ T * ( 0. + 1. ) ]

Ss: 1 Jan 1983 to 30 Jun 2017 appended from T * [ 0. + 1. ]
Ss: 1 Jul 2017 to 1 Jul 2018 appended from mean [ T * ( 0. + 1. ) ] + [ ( T * { 0. + 1. } ) * 0. ] -366.0 days

water_balance Kc

Boxes with less than 0.0% dropped

Rwanda RAB soil [ 0.49 * TAW60 ]

Rwanda RAB soil AWC
sl: 15.0 cm to 200.0 cm appended from Rwanda RAB soil AWC_d

Rwanda RAB soil BLD
sl: 15.0 cm to 200.0 cm appended from Rwanda RAB soil BLD_d

total [ ( Rwanda RAB soil { AWC * BLD } ) * min ( { sl + 0. } , 60.0 ) ]

Averaged over sl[0 cm, 280 cm] minimum 0.0% data present

X regridded on Rwanda RAB soil TAW60
Y regridded on Rwanda RAB soil TAW60
Boxes with less than 0.0% dropped

water_balance ETcrop

mean [ T * ( 0. + 1. ) ]

Ss_lag positive indicates T * [ 0. + 1. ] lags
Averaged over Ss[1200 30 Dec 1981 - 1200 31 Dec 1981, 2400 29 Jun 2016] minimum 0.0% data present

[ T * ( 0. + 1. ) ] * 0.
Ss_lag positive indicates T * [ 0. + 1. ] lags

pad0 [ T * ( 0. + 1. ) ]

Ss: 1 Jan 1983 to 30 Jun 2017 appended from T * [ 0. + 1. ]
Ss: 1 Jul 2017 to 1 Jul 2018 appended from mean [ T * ( 0. + 1. ) ] + [ ( T * { 0. + 1. } ) * 0. ] -366.0 days

water_balance Kc

Boxes with less than 0.0% dropped

water_balance Peffective

total [ ( Rwanda Daily precip ) / maskle ( { T_lag + 0. } , 0 ) ] * flagge [ ( Rwanda Daily precip ) , 12.5 ]

total [ ( Rwanda Daily precip ) / maskle ( { T_lag + 0. } , 0 ) ]

T_lag positive indicates Rwanda Daily precip lags
Averaged over T_lag[-6.5 days, 0.5 days] minimum 0.0% data present

total [ ( PPcoefs + 0. ) * eexp ( { PPn - 1. } * ln { Rwanda Daily precip } ) ]
Averaged over PPn[0.5, 3.5] minimum 0.0% data present

Averaged over aprod[IPA0, IPA7] minimum 0.0% data present

Rwanda RAB soil TAW60

Rwanda RAB soil AWC
sl: 15.0 cm to 200.0 cm appended from Rwanda RAB soil AWC_d

Rwanda RAB soil BLD
sl: 15.0 cm to 200.0 cm appended from Rwanda RAB soil BLD_d

total [ ( Rwanda RAB soil { AWC * BLD } ) * min ( { sl + 0. } , 60.0 ) ]

Averaged over sl[0 cm, 280 cm] minimum 0.0% data present

X regridded on Rwanda RAB soil TAW60
Y regridded on Rwanda RAB soil TAW60
Boxes with less than 0.0% dropped

water_balance [ ETcrop * 0. ]

mean [ T * ( 0. + 1. ) ]

Ss_lag positive indicates T * [ 0. + 1. ] lags
Averaged over Ss[1200 30 Dec 1981 - 1200 31 Dec 1981, 2400 29 Jun 2016] minimum 0.0% data present

[ T * ( 0. + 1. ) ] * 0.
Ss_lag positive indicates T * [ 0. + 1. ] lags

pad0 [ T * ( 0. + 1. ) ]

Ss: 1 Jan 1983 to 30 Jun 2017 appended from T * [ 0. + 1. ]
Ss: 1 Jul 2017 to 1 Jul 2018 appended from mean [ T * ( 0. + 1. ) ] + [ ( T * { 0. + 1. } ) * 0. ] -366.0 days

water_balance Kc

Boxes with less than 0.0% dropped

water_balance [ Peffective * 0. ]

total [ ( Rwanda Daily precip ) / maskle ( { T_lag + 0. } , 0 ) ] * flagge [ ( Rwanda Daily precip ) , 12.5 ]

total [ ( Rwanda Daily precip ) / maskle ( { T_lag + 0. } , 0 ) ]

T_lag positive indicates Rwanda Daily precip lags
Averaged over T_lag[-6.5 days, 0.5 days] minimum 0.0% data present

total [ ( PPcoefs + 0. ) * eexp ( { PPn - 1. } * ln { Rwanda Daily precip } ) ]
Averaged over PPn[0.5, 3.5] minimum 0.0% data present

Averaged over aprod[IPA0, IPA7] minimum 0.0% data present

Boxes with less than 0.0% dropped

agro_var

Averaged over T[Oct-Dec 1983, 2400 31 Dec 2016] minimum 0.0% data present

Last updated: Mon, 09 May 2022 12:12:55 GMT

Data Views

	X	Y
Rwanda Water_Balance daily_rab Historical BushBeansSOND WB_BB_SOND_8317[ETref ETcrop RA Runoff SM Kc Drain Peffective ETcrop_red ]
agro_var[ X Y \|]	M	M

SOURCES .Rwanda .Water_Balance .daily_rab .Historical .BushBeansSOND .WB_BB_SOND_8317
  T (1983)
    /YearStart parameter
    (2017)
     /YearEnd parameter
     RANGEEDGES
  (1)
   /DayStart parameter
   ( ) append
   (Oct)
    /seasonStart parameter
    append
   ( - ) append
   (31)
    /DayEnd parameter
    append
   ( ) append
   (Dec)
    /seasonEnd parameter
    append
   (1.0)
    /wsThreshold parameter
    interp
    0 (SM)
      /seasonalStat1 parameter
      (SM) eq
      {nip -1.0 exch SM 4 -3 roll flexseasonalmeandailyvalueGT /long_name (Soil Moisture) def}if
   /seasonalStat1 get_parameter
    (ETcropRed) eq
    {nip -1.0 exch ETcrop_red 4 -3 roll flexseasonalmeandailyvalueGT /long_name (ET Crop Reduced) def}if
   /seasonalStat1 get_parameter
    (Peff) eq
    {nip -1.0 exch Peffective 4 -3 roll flexseasonalmeandailyvalueGT /long_name (Effective Precipitation) def /units (mm/day) def precip_colors DATA AUTO AUTO RANGE}if
   /seasonalStat1 get_parameter
    (WS) eq
    {nip [ ETcrop_red ETcrop] {2 index 2 index flexseastotAvgFill 3 -2 roll}forall pop pop div /long_name (WRSI) def}if
   /seasonalStat1 get_parameter
    (NumWS) eq
    {ETcrop_red ETcrop div 4 -3 roll flexseasonalfreqLT 0. maskle /long_name (Water Stress) def wetday_freq_colors DATA AUTO AUTO RANGE}if
   /seasonalStat1 get_parameter
    (PAW) eq
    {nip -1.0 exch SM SOURCES .Rwanda .RAB .soil .TAW60 /mm unitconvert[X Y]regridLinear div (percent) unitconvert 4 -3 roll flexseasonalmeandailyvalueGT /long_name (PAW) def}if
   /seasonalStat1 get_parameter
    (NumPAW) eq
    {nip 99.9 exch SM SOURCES .Rwanda .RAB .soil .TAW60 /mm unitconvert[X Y]regridLinear div (percent) unitconvert 4 -3 roll flexseasonalfreqGT 0. maskle /long_name (Excess Water) def wetday_freq_colors DATA AUTO AUTO RANGE}if
   (Mean)
    /yearlyStat parameter
    (Mean) eq
    {[T]average}if
   /yearlyStat get_parameter
    (StdDev) eq
    {long_name exch dup dataflag[T]sum dup 1.0 sub div sqrt exch[T]0.0 rmsaover mul exch /long_name exch def rainbowcolorscale}if
   /yearlyStat get_parameter
    (PoE) eq
    {DATA 0 300 1 RANGESTEP[X Y]distrib1D dup 0.0[aprod]integrate aprod 300.5 VALUE aprod removeGRID div /name (pdf) def DATA null null RANGE 0.0[aprod]integrate /name (pdf) def DATA 0 0.02 0.17 0.5 0.83 0.98 1.0001 VALUES -1 mul 1 add aprod /seasonalStat1 get_parameter (SM) eq { (100) /probExcThresh1 parameter interp}if /seasonalStat1 get_parameter (ETcropRed) eq { (30) /probExcThresh2 parameter interp}if /seasonalStat1 get_parameter (Peff) eq { (60) /probExcThresh3 parameter interp}if /seasonalStat1 get_parameter (WS) eq { (1) /probExcThresh4 parameter interp}if /seasonalStat1 get_parameter (NumWS) eq { (10) /probExcThresh5 parameter interp}if /seasonalStat1 get_parameter (PAW) eq { (50) /probExcThresh6 parameter interp}if /seasonalStat1 get_parameter (NumPAW) eq { (10) /probExcThresh7 parameter interp}if VALUE (percent) unitconvert /long_name (Probability) def correlationcolorscale DATA 0 100 RANGE}if
   /name /agro_var def
   /fullname /agro_var def

Filters

Here are some filters that are useful for manipulating data. There are actually many more available, but they have to be entered manually. See Ingrid Function Documentation for more information.

Monthly Climatology calculates a monthly climatology by averaging over all years.
anomalies calculates the difference between the (above) monthly climatology and the original data.
Integrate along X Y
Differentiate along X Y
Take differences along X Y

Average over X Y | X Y |
RMS (root mean square with mean *not* removed) over X Y | X Y |
RMSA (root mean square with mean removed) over X Y | X Y |
Maximum over X Y | X Y |
Minimum over X Y | X Y |
Detrend (best-fit-line) over X Y | X Y |

Note on units