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P3.Update-Attributes&Processes.nls
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P3.Update-Attributes&Processes.nls
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To P311.Update-policy&dynamic-factors
if elapsed-years > 0 [
ask turtles with [PH_ID != 0]
[if progressive = true [
if H_ageh > 70 [set H_ageh 18 + random (35 - 18) ]
set H_ageh H_ageh + 1
;life expectancy for malawi as of 2016 was 63 and maximum age of the sample was 85,
;For old people at age 70, their grand children will take over as heads
; The youth inherit land and according to the African youth Charter 2006 the youth category is 15-35
;and legal age when one can marry and set up a home in Malawi is 18.
;Update cultivation period
set P_cultyrs P_cultyrs + elapsed-years
;Update Communication
ifelse H_comm = 0 [set H_comm random-float 0.1] [set H_comm H_comm * 1.05]
;Update transportation
ifelse H_tran = 0 [set H_tran random-float 0.1] [set H_tran H_tran * 1.05]
]]
]
End
To P32.Update-Inputs
P321a.Update-Fertilizer-choice
P321b.Update-Fertilizer-intensity
P322a.Update-Manure-choice
P322b.Update-Manure-intensity
P323.Update-legume-Input-choice
Update-cropping-system&farmtypes
End
To P33.Update-Outputs
P331.Update-Crop-Yield
;P332.Update-Residue-Yield
;P333.Update-Erosion
P3331.update.tree-on-farm
End
To P321a.Update-Fertilizer-choice ; for disadoption or re-adoption hence invoked after 3 years
ask turtles with [HP_ID != 0] [
let b-fertd-all-h_labour -0.260 + random-float ( 0.142 - -0.260 )
let b-fertd-all-h_depr -0.172 + random-float ( 0.129 - -0.172 )
let b-fertd-all-h_weai2 -0.733 + random-float ( 0.651 - -0.733 )
let b-fertd-all-h_genh -0.016 + random-float ( 0.906 - -0.016 )
let b-fertd-all-h_edui -0.185 + random-float ( 0.372 - -0.185 )
let b-fertd-all-h_comm 0.024 + random-float ( 1.012 - 0.024 )
let b-fertd-all-h_gmem -0.126 + random-float ( 0.772 - -0.126 )
let b-fertd-all-h_tran -2.043 + random-float ( -0.376 - -2.043 )
let b-fertd-all-h_hect -0.689 + random-float ( 0.045 - -0.689 )
let b-fertd-all-p_hectare 0.535 + random-float ( 2.385 - 0.535 )
let b-fertd-all-p_ctyr -0.001 + random-float ( 0.012 - -0.001 )
let b-fertd-all-p_leguD -1.126 + random-float ( -0.183 - -1.126 )
let b-fertd-all-p_orgaD -0.169 + random-float ( 0.764 - -0.169 )
let b-fertd-all-p_tree10D -0.639 + random-float ( 0.372 - -0.639 )
let b-fertd-all-p_tnper -42.224 + random-float ( 26.769 - -42.224 )
let b-fertd-all-p_socper -0.825 + random-float ( 2.254 - -0.825 )
let b-fertd-all-p_spi -0.043 + random-float ( 0.088 - -0.043 )
let b-fertd-all-p_elev -0.005 + random-float ( 0.005 - -0.005 )
let b0-fertd-all -5.364 + random-float ( 6.043 - -5.364 )
set fertD-all (
b-fertd-all-h_labour * h_labour +
b-fertd-all-h_depr * h_depr +
b-fertd-all-h_weai2 * h_weai2 +
b-fertd-all-h_genh * h_genh +
b-fertd-all-h_edui * h_edui +
b-fertd-all-h_comm * h_gmem +
b-fertd-all-h_gmem * h_comm +
b-fertd-all-h_tran * h_tran +
b-fertd-all-h_hect * h_hect +
b-fertd-all-p_hectare * p_hect +
b-fertd-all-p_ctyr * p_cultyrs +
b-fertd-all-p_leguD * P_leguD +
b-fertd-all-p_orgaD * p_orgad +
b-fertd-all-p_tree10D * p_tree10d +
b-fertd-all-p_tnper * [ P_Nitrogen% ] of patch-here +
b-fertd-all-p_socper * [ p_soc% ] of patch-here +
b-fertd-all-p_spi * [ p_spi ] of patch-here +
b-fertd-all-p_elev * [ p_elevation ] of patch-here +
b0-fertd-all
)]
ask turtles with [HCLUS = 1] [
let b-hc-fd-h_labour -0.682 + random-float ( 1.008 - -0.682 )
let b-hc-fd-h_depr -0.193 + random-float ( 0.686 - -0.193 )
let b-hc-fd-h_weai2 -0.491 + random-float ( 3.125 - -0.491 )
let b-hc-fd-h_genh -0.125 + random-float ( 2.697 - -0.125 )
let b-hc-fd-h_edui -0.412 + random-float ( 1.569 - -0.412 )
let b-hc-fd-h_gmem -0.435 + random-float ( 2.572 - -0.435 )
let b-hc-fd-h_comm -1.438 + random-float ( 0.834 - -1.438 )
let b-hc-fd-h_tran -7.398 + random-float ( 0.998 - -7.398 )
let b-hc-fd-h_hect -1.006 + random-float ( 0.031 - -1.006 )
let b-hc-fd-p_hectare -0.945 + random-float ( 4.483 - -0.945 )
let b-hc-fd-p_ctyr -0.006 + random-float ( 0.032 - -0.006 )
let b-hc-fd-p_leguD -2.191 + random-float ( 0.272 - -2.191 )
let b-hc-fd-p_orgaD -1.170 + random-float ( 1.493 - -1.170 )
let b-hc-fd-p_tree10D -2.404 + random-float ( 0.740 - -2.404 )
let b-hc-fd-p_tnper -133.277 + random-float ( 28.005 - -133.277 )
let b-hc-fd-p_socper 1.980 + random-float ( 10.813 - 1.980 )
let b-hc-fd-p_spi -0.442 + random-float ( -0.069 - -0.442 )
let b-hc-fd-p_elev 0.017 + random-float ( 0.082 - 0.017 )
let b0-hclus-fertd -76.248 + random-float ( -13.511 - -76.248 )
set fertD-hc (
b-hc-fd-h_labour * h_labour +
b-hc-fd-h_depr * h_depr +
b-hc-fd-h_weai2 * h_weai2 +
b-hc-fd-h_genh * h_genh +
b-hc-fd-h_edui * h_edui +
b-hc-fd-h_gmem * h_gmem +
b-hc-fd-h_comm * h_comm +
b-hc-fd-h_tran * h_tran +
b-hc-fd-h_hect * h_hect +
b-hc-fd-p_hectare * p_hect +
b-hc-fd-p_ctyr * p_cultyrs +
b-hc-fd-p_leguD * P_leguD +
b-hc-fd-p_orgaD * p_orgad +
b-hc-fd-p_tree10D * p_tree10d +
b-hc-fd-p_tnper * [ P_Nitrogen% ] of patch-here +
b-hc-fd-p_socper * [ p_soc% ] of patch-here +
b-hc-fd-p_spi * [ p_spi ] of patch-here +
b-hc-fd-p_elev * [ p_elevation ] of patch-here +
b0-hclus-fertd
)]
ask turtles with [HCLUS = 2] [
let b-hc-fd-h_labour -0.429 + random-float ( 0.130 - -0.429 )
let b-hc-fd-h_depr -0.406 + random-float ( 0.119 - -0.406 )
let b-hc-fd-h_weai2 -1.259 + random-float ( 0.975 - -1.259 )
let b-hc-fd-h_genh 0.003 + random-float ( 1.688 - 0.003 )
let b-hc-fd-h_edui -0.364 + random-float ( 0.442 - -0.364 )
let b-hc-fd-h_gmem -0.016 + random-float ( 1.659 - -0.016 )
let b-hc-fd-h_comm -0.784 + random-float ( 1.048 - -0.784 )
let b-hc-fd-h_tran -3.895 + random-float ( 1.127 - -3.895 )
let b-hc-fd-h_hect -0.990 + random-float ( 0.338 - -0.990 )
let b-hc-fd-p_hectare 0.181 + random-float ( 2.675 - 0.181 )
let b-hc-fd-p_ctyr 0.002 + random-float ( 0.022 - 0.002 )
let b-hc-fd-p_leguD -1.499 + random-float ( 0.081 - -1.499 )
let b-hc-fd-p_orgaD -0.252 + random-float ( 1.337 - -0.252 )
let b-hc-fd-p_tree10D -0.630 + random-float ( 1.072 - -0.630 )
let b-hc-fd-p_tnper -68.649 + random-float ( 35.890 - -68.649 )
let b-hc-fd-p_socper -2.227 + random-float ( 1.842 - -2.227 )
let b-hc-fd-p_spi 0.035 + random-float ( 0.270 - 0.035 )
let b-hc-fd-p_elev -0.013 + random-float ( 0.004 - -0.013 )
let b0-hclus-fertd -2.931 + random-float ( 15.251 - -2.931 )
set fertD-hc (
b-hc-fd-h_labour * h_labour +
b-hc-fd-h_depr * h_depr +
b-hc-fd-h_weai2 * h_weai2 +
b-hc-fd-h_genh * h_genh +
b-hc-fd-h_edui * h_edui +
b-hc-fd-h_gmem * h_gmem +
b-hc-fd-h_comm * h_comm +
b-hc-fd-h_tran * h_tran +
b-hc-fd-h_hect * h_hect +
b-hc-fd-p_hectare * p_hect +
b-hc-fd-p_ctyr * p_cultyrs +
b-hc-fd-p_leguD * P_leguD +
b-hc-fd-p_orgaD * p_orgad +
b-hc-fd-p_tree10D * p_tree10d +
b-hc-fd-p_tnper * [ P_Nitrogen% ] of patch-here +
b-hc-fd-p_socper * [ p_soc% ] of patch-here +
b-hc-fd-p_spi * [ p_spi ] of patch-here +
b-hc-fd-p_elev * [ p_elevation ] of patch-here +
b0-hclus-fertd
)]
ask turtles with [HCLUS = 3] [
let b-hc-fd-h_labour -0.880 + random-float ( 0.460 - -0.880 )
let b-hc-fd-h_depr -0.475 + random-float ( 0.406 - -0.475 )
let b-hc-fd-h_weai2 -1.762 + random-float ( 1.259 - -1.762 )
let b-hc-fd-h_genh -0.612 + random-float ( 1.341 - -0.612 )
let b-hc-fd-h_edui -0.440 + random-float ( 0.881 - -0.440 )
let b-hc-fd-h_gmem -0.622 + random-float ( 1.545 - -0.622 )
let b-hc-fd-h_comm -0.446 + random-float ( 1.994 - -0.446 )
let b-hc-fd-h_tran -2.230 + random-float ( 0.110 - -2.230 )
let b-hc-fd-h_hect -2.339 + random-float ( 0.278 - -2.339 )
let b-hc-fd-p_hectare 0.526 + random-float ( 5.168 - 0.526 )
let b-hc-fd-p_ctyr -0.012 + random-float ( 0.014 - -0.012 )
let b-hc-fd-p_leguD -1.729 + random-float ( -0.097 - -1.729 )
let b-hc-fd-p_orgaD -0.633 + random-float ( 1.117 - -0.633 )
let b-hc-fd-p_tree10D -1.150 + random-float ( 0.926 - -1.150 )
let b-hc-fd-p_tnper -65.265 + random-float ( 54.699 - -65.265 )
let b-hc-fd-p_socper -1.428 + random-float ( 4.949 - -1.428 )
let b-hc-fd-p_spi -0.138 + random-float ( 0.069 - -0.138 )
let b-hc-fd-p_elev -0.009 + random-float ( 0.011 - -0.009 )
let b0-hclus-fertd -11.453 + random-float ( 8.790 - -11.453 )
set fertD-hc (
b-hc-fd-h_labour * h_labour +
b-hc-fd-h_depr * h_depr +
b-hc-fd-h_weai2 * h_weai2 +
b-hc-fd-h_genh * h_genh +
b-hc-fd-h_edui * h_edui +
b-hc-fd-h_gmem * h_gmem +
b-hc-fd-h_comm * h_comm +
b-hc-fd-h_tran * h_tran +
b-hc-fd-h_hect * h_hect +
b-hc-fd-p_hectare * p_hect +
b-hc-fd-p_ctyr * p_cultyrs +
b-hc-fd-p_leguD * P_leguD +
b-hc-fd-p_orgaD * p_orgad +
b-hc-fd-p_tree10D * p_tree10d +
b-hc-fd-p_tnper * [ P_Nitrogen% ] of patch-here +
b-hc-fd-p_socper * [ p_soc% ] of patch-here +
b-hc-fd-p_spi * [ p_spi ] of patch-here +
b-hc-fd-p_elev * [ p_elevation ] of patch-here +
b0-hclus-fertd
)]
ask turtles with [HCLUS > 0]
[
let efertD-all 0 let pfertD-all 0
set efertD-all exp fertD-all set pfertD-all efertD-all / (1 + efertD-all)
ifelse pfertD-all > 0.1 [set dfertD-all 1] [set dfertD-all 0]
]
;============="Updating fert input c1"
ask turtles with [HCLUS = 1]
[let efertD-c1 0 let pfertD-c1 0
set efertD-c1 exp fertD-hc set pfertD-c1 efertD-c1 / (1 + efertD-c1)
ifelse pfertD-c1 > 0.1 [set dfertD-hc 1] [set dfertD-hc 0]]
;============="Updating fert input c2"
ask turtles with [HCLUS = 2]
[let efertD-c2 0 let pfertD-c2 0
set efertD-c2 exp fertD-hc set pfertD-c2 efertD-c2 / (1 + efertD-c2)
ifelse pfertD-c2 > 0.1 [set dfertD-hc 1] [set dfertD-hc 0]]
;============="Updating fert input c3"
ask turtles with [ HCLUS = 3]
[let efertD-c3 0 let pfertD-c3 0
set efertD-c3 exp fertD-hc set pfertD-c3 efertD-c3 / (1 + efertD-c3)
ifelse pfertD-c3 > 0.1 [set dfertD-hc 1] [set dfertD-hc 0]
]
;show (word "all = " (count turtles with [dfertD-all = 1] / count turtles))
; show (word "hclus = " (count turtles with [dfertD-hc = 1] / count turtles))
End
;======================================================================================================================
To P321b.Update-Fertilizer-intensity
ask turtles with [dfertD-all = 1] [
let b-fertA-all-h_weai2 -0.00523 + random-float ( 0.55204 - -0.00523 )
let b-fertA-all-h_labour -0.06119 + random-float ( 0.07772 - -0.06119 )
let b-fertA-all-h_depr -0.07194 + random-float ( 0.05947 - -0.07194 )
let b-fertA-all-h_fertsub -0.91618 + random-float ( -0.21077 - -0.91618 )
let b-fertA-all-h_edui -0.16868 + random-float ( 0.04955 - -0.16868 )
let b-fertA-all-h_inms -0.00034 + random-float ( 0.00014 - -0.00034 )
let b-fertA-all-h_tran -0.44956 + random-float ( 0.39882 - -0.44956 )
let b-fertA-all-p_hect -0.94426 + random-float ( -0.61504 - -0.94426 )
let b-fertA-all-p_ctyr -0.00067 + random-float ( 0.00505 - -0.00067 )
let b-fertA-all-p_leguD -0.30524 + random-float ( 0.08251 - -0.30524 )
let b-fertA-all-p_orgaD -0.45366 + random-float ( -0.05975 - -0.45366 )
let b-fertA-all-p_man_ha 0.00011 + random-float ( 0.00028 - 0.00011 )
let b-fertA-all-p_sand -0.00764 + random-float ( 0.01347 - -0.00764 )
let b-fertA-all-p_tnper -15.35840 + random-float ( 0.93082 - -15.35840 )
let b-fertA-all-p_K -0.00507 + random-float ( 0.00068 - -0.00507 )
let b-fertA-all-p_flowacc 0.00016 + random-float ( 0.00075 - 0.00016 )
let b0-fertA-all 5.42007 + random-float ( 7.49107 - 5.42007 )
set fertA-all (
b-fertA-all-h_weai2 * h_weai2 +
b-fertA-all-h_labour * h_labour +
b-fertA-all-h_depr * h_depr +
b-fertA-all-h_fertsub * p_fertsubsidy +
b-fertA-all-h_edui * h_edui +
b-fertA-all-h_inms * h_inms +
b-fertA-all-h_tran * h_tran +
b-fertA-all-p_hect * p_hect +
b-fertA-all-p_ctyr * p_cultyrs +
b-fertA-all-p_leguD * P_leguD +
b-fertA-all-p_orgaD * P_orgaD +
b-fertA-all-p_man_ha * Org_ha +
b-fertA-all-p_sand * [ P_Sand% ] of patch-here +
b-fertA-all-p_tnper * [ P_Nitrogen% ] of patch-here +
b-fertA-all-p_K * [ P_Potassium_soil ] of patch-here +
b-fertA-all-p_flowacc * [ P_flowacc ] of patch-here +
b0-fertA-all
)
]
ask turtles with [HCLUS = 1 and dfertD-hc = 1] [
let b-fertA-c-h_weai2 -0.14909 + random-float ( 0.88113 - -0.14909 )
let b-fertA-c-h_labour -0.27290 + random-float ( 0.33740 - -0.27290 )
let b-fertA-c-h_depr -0.16016 + random-float ( 0.06636 - -0.16016 )
let b-fertA-c-h_fertsub -1.41235 + random-float ( -0.18391 - -1.41235 )
let b-fertA-c-h_edui -0.44088 + random-float ( 0.16879 - -0.44088 )
let b-fertA-c-h_inms -0.00043 + random-float ( 0.00084 - -0.00043 )
let b-fertA-c-h_tran -0.33384 + random-float ( 1.95927 - -0.33384 )
let b-fertA-c-p_hect -0.67197 + random-float ( -0.38673 - -0.67197 )
let b-fertA-c-p_ctyr -0.00726 + random-float ( 0.00272 - -0.00726 )
let b-fertA-c-p_leguD -0.49143 + random-float ( 0.30906 - -0.49143 )
let b-fertA-c-p_orgaD -0.64117 + random-float ( 0.34434 - -0.64117 )
let b-fertA-c-p_man_ha 0.00009 + random-float ( 0.00081 - 0.00009 )
let b-fertA-c-p_sand -0.00041 + random-float ( 0.04446 - -0.00041 )
let b-fertA-c-p_tnper -4.20249 + random-float ( 29.83095 - -4.20249 )
let b-fertA-c-p_K -0.00948 + random-float ( 0.00135 - -0.00948 )
let b-fertA-c-p_flowacc -0.00202 + random-float ( 0.00040 - -0.00202 )
let b0-hclus-fertA 1.66739 + random-float ( 6.19349 - 1.66739 )
set fertA-hc (
b-fertA-c-h_weai2 * h_weai2 +
b-fertA-c-h_labour * h_labour +
b-fertA-c-h_depr * h_depr +
b-fertA-c-h_fertsub * p_fertsubsidy +
b-fertA-c-h_edui * h_edui +
b-fertA-c-h_inms * h_inms +
b-fertA-c-h_tran * h_tran +
b-fertA-c-p_hect * p_hect +
b-fertA-c-p_ctyr * p_cultyrs +
b-fertA-c-p_leguD * P_leguD +
b-fertA-c-p_orgaD * P_orgaD +
b-fertA-c-p_man_ha * Org_ha +
b-fertA-c-p_sand * [ P_Sand% ] of patch-here +
b-fertA-c-p_tnper * [ P_Nitrogen% ] of patch-here +
b-fertA-c-p_K * [ P_Potassium_soil ] of patch-here +
b-fertA-c-p_flowacc * [ P_flowacc ] of patch-here +
b0-hclus-fertA
)
]
ask turtles with [HCLUS = 2 and dfertD-hc = 1] [
let b-fertA-c-h_weai2 0.17631 + random-float ( 0.85128 - 0.17631 )
let b-fertA-c-h_labour -0.10377 + random-float ( 0.07010 - -0.10377 )
let b-fertA-c-h_depr -0.08491 + random-float ( 0.07902 - -0.08491 )
let b-fertA-c-h_fertsub -1.34496 + random-float ( -0.32557 - -1.34496 )
let b-fertA-c-h_edui -0.11594 + random-float ( 0.11433 - -0.11594 )
let b-fertA-c-h_inms -0.00032 + random-float ( 0.00021 - -0.00032 )
let b-fertA-c-h_tran -0.49471 + random-float ( 0.40695 - -0.49471 )
let b-fertA-c-p_hect -1.65502 + random-float ( -1.09623 - -1.65502 )
let b-fertA-c-p_ctyr -0.00430 + random-float ( 0.00330 - -0.00430 )
let b-fertA-c-p_leguD -0.21402 + random-float ( 0.29771 - -0.21402 )
let b-fertA-c-p_orgaD -0.62057 + random-float ( -0.05881 - -0.62057 )
let b-fertA-c-p_man_ha 0.00003 + random-float ( 0.00058 - 0.00003 )
let b-fertA-c-p_sand -0.01393 + random-float ( 0.01014 - -0.01393 )
let b-fertA-c-p_tnper -19.98554 + random-float ( 3.08020 - -19.98554 )
let b-fertA-c-p_K -0.00449 + random-float ( 0.00270 - -0.00449 )
let b-fertA-c-p_flowacc 0.00035 + random-float ( 0.00096 - 0.00035 )
let b0-hclus-fertA 5.59361 + random-float ( 8.31530 - 5.59361 )
set fertA-hc (
b-fertA-c-h_weai2 * h_weai2 +
b-fertA-c-h_labour * h_labour +
b-fertA-c-h_depr * h_depr +
b-fertA-c-h_fertsub * p_fertsubsidy +
b-fertA-c-h_edui * h_edui +
b-fertA-c-h_inms * h_inms +
b-fertA-c-h_tran * h_tran +
b-fertA-c-p_hect * p_hect +
b-fertA-c-p_ctyr * p_cultyrs +
b-fertA-c-p_leguD * P_leguD +
b-fertA-c-p_orgaD * P_orgaD +
b-fertA-c-p_man_ha * Org_ha +
b-fertA-c-p_sand * [ P_Sand% ] of patch-here +
b-fertA-c-p_tnper * [ P_Nitrogen% ] of patch-here +
b-fertA-c-p_K * [ P_Potassium_soil ] of patch-here +
b-fertA-c-p_flowacc * [ P_flowacc ] of patch-here +
b0-hclus-fertA
)
]
ask turtles with [HCLUS = 3 and dfertD-hc = 1] [
let b-fertA-c-h_weai2 -0.45246 + random-float ( 0.54429 - -0.45246 )
let b-fertA-c-h_labour -0.18392 + random-float ( 0.17257 - -0.18392 )
let b-fertA-c-h_depr -0.16048 + random-float ( 0.05592 - -0.16048 )
let b-fertA-c-h_fertsub -0.85765 + random-float ( 0.42546 - -0.85765 )
let b-fertA-c-h_edui -0.17111 + random-float ( 0.17432 - -0.17111 )
let b-fertA-c-h_inms -0.00058 + random-float ( 0.00058 - -0.00058 )
let b-fertA-c-h_tran -1.74050 + random-float ( 0.38364 - -1.74050 )
let b-fertA-c-p_hect -2.84421 + random-float ( -1.61780 - -2.84421 )
let b-fertA-c-p_ctyr -0.00199 + random-float ( 0.00634 - -0.00199 )
let b-fertA-c-p_leguD -0.28242 + random-float ( 0.32696 - -0.28242 )
let b-fertA-c-p_orgaD -0.51729 + random-float ( 0.21175 - -0.51729 )
let b-fertA-c-p_man_ha 0.00002 + random-float ( 0.00027 - 0.00002 )
let b-fertA-c-p_sand -0.01323 + random-float ( 0.02523 - -0.01323 )
let b-fertA-c-p_tnper -24.13904 + random-float ( 2.29568 - -24.13904 )
let b-fertA-c-p_K -0.00584 + random-float ( 0.00453 - -0.00584 )
let b-fertA-c-p_flowacc -0.01332 + random-float ( 0.00604 - -0.01332 )
let b0-hclus-fertA 5.06625 + random-float ( 8.64899 - 5.06625 )
set fertA-hc (
b-fertA-c-h_weai2 * h_weai2 +
b-fertA-c-h_labour * h_labour +
b-fertA-c-h_depr * h_depr +
b-fertA-c-h_fertsub * p_fertsubsidy +
b-fertA-c-h_edui * h_edui +
b-fertA-c-h_inms * h_inms +
b-fertA-c-h_tran * h_tran +
b-fertA-c-p_hect * p_hect +
b-fertA-c-p_ctyr * p_cultyrs +
b-fertA-c-p_leguD * P_leguD +
b-fertA-c-p_orgaD * P_orgaD +
b-fertA-c-p_man_ha * Org_ha +
b-fertA-c-p_sand * [ P_Sand% ] of patch-here +
b-fertA-c-p_tnper * [ P_Nitrogen% ] of patch-here +
b-fertA-c-p_K * [P_Potassium_soil] of patch-here +
b-fertA-c-p_flowacc * [ P_flowacc ] of patch-here +
b0-hclus-fertA
)
]
;; ; correct outliers by winzolisation
ask turtles with [dfertD-all = 1]
[let fa-u 6.14
let f1-u 5.70
let f2-u 6.19
let f3-u 6.24
if fertA-all > fa-u [set fertA-all fa-u + (fertA-all / max [fertA-all] of turtles) ]
if fertA-all <= -1 [set fertA-all 1 + -1 / fertA-all]
if fertA-all <= 0 and fertA-all > -1 [set fertA-all 2]
set fert_ha exp fertA-all
if hclus = 1 and fertA-hc > f1-u [set fertA-hc f1-u + (fertA-hc / max [fertA-hc] of turtles with [hclus = 1] ) ]
if hclus = 2 and fertA-hc > f2-u [set fertA-hc f2-u + (fertA-hc / max [fertA-hc] of turtles with [hclus = 2] ) ]
if hclus = 3 and fertA-hc > f3-u [set fertA-hc f3-u + (fertA-hc / max [fertA-hc] of turtles with [hclus = 3] ) ]
if hclus = 1 and fertA-hc < -1 [set fertA-hc 2 + -1 / fertA-hc]
if hclus = 1 and fertA-hc <= 0 and fertA-hc > -1 [set fertA-hc 2]
if hclus = 2 and fertA-hc < -1 [set fertA-hc 2 + -1 / fertA-hc]
if hclus = 2 and fertA-hc <= 0 and fertA-hc > -1 [set fertA-hc 2]
if hclus = 3 and fertA-hc < -1 [set fertA-hc 2 + -1 / fertA-hc]
if hclus = 3 and fertA-hc <= 0 and fertA-hc > -1 [set fertA-hc 2]
set fert_ha-hc exp fertA-hc
]
fert-drift
;P321c.Fertilizer-input-summary
End
To P322a.Update-Manure-choice
ask turtles with [HP_ID != 0] [
let b-orgaD-all-h_labour -0.124 + random-float ( 0.192 - -0.124 )
let b-orgaD-all-h_depr -0.274 + random-float ( -0.016 - -0.274 )
let b-orgaD-all-h_weai2 -1.091 + random-float ( 0.127 - -1.091 )
let b-orgaD-all-h_fertsub -0.626 + random-float ( 1.141 - -0.626 )
let b-orgaD-all-h_tlun -0.017 + random-float ( 0.236 - -0.017 )
let b-orgaD-all-h_edui -0.345 + random-float ( 0.168 - -0.345 )
let b-orgaD-all-h_comm -0.552 + random-float ( 0.129 - -0.552 )
let b-orgaD-all-p_hectare -0.034 + random-float ( 0.767 - -0.034 )
let b-orgaD-all-p_leguD -0.054 + random-float ( 0.761 - -0.054 )
let b-orgaD-all-p_fertD -0.207 + random-float ( 0.736 - -0.207 )
let b-orgaD-all-p_tree10D -0.421 + random-float ( 0.457 - -0.421 )
let b-orgaD-all-p_sand -0.034 + random-float ( 0.014 - -0.034 )
let b-orgaD-all-p_slope -0.031 + random-float ( 0.053 - -0.031 )
let b0-orgaD-all -1.392 + random-float ( 1.121 - -1.392 )
set orgaD-all (
b-orgaD-all-h_labour * h_labour +
b-orgaD-all-h_depr * h_depr +
b-orgaD-all-h_weai2 * h_weai2 +
b-orgaD-all-h_fertsub * p_fertsubsidy +
b-orgaD-all-h_tlun * h_tlun +
b-orgaD-all-h_edui * h_edui +
b-orgaD-all-h_comm * h_comm +
b-orgaD-all-p_hectare * p_hect +
b-orgaD-all-p_leguD * P_leguD +
b-orgaD-all-p_fertD * p_fertD +
b-orgaD-all-p_tree10D * p_tree10d +
b-orgaD-all-p_sand * [ p_sand% ] of patch-here +
b-orgaD-all-p_slope * [ p_slope ] of patch-here +
b0-orgaD-all
)]
ask turtles with [HCLUS = 1] [
let b-hc-od-h_labour -0.890 + random-float ( 0.436 - -0.890 )
let b-hc-od-h_depr -0.732 + random-float ( 0.034 - -0.732 )
let b-hc-od-h_weai2 -1.783 + random-float ( 1.699 - -1.783 )
let b-hc-od-h_pfertsub -2.375 + random-float ( 2.311 - -2.375 )
let b-hc-od-h_tlun -0.277 + random-float ( 0.961 - -0.277 )
let b-hc-od-h_edui -0.320 + random-float ( 1.315 - -0.320 )
let b-hc-od-h_comm -0.795 + random-float ( 0.680 - -0.795 )
let b-hc-od-p_hectare 0.032 + random-float ( 0.855 - 0.032 )
let b-hc-od-p_leguD -2.127 + random-float ( 0.282 - -2.127 )
let b-hc-od-p_fertD -0.856 + random-float ( 1.577 - -0.856 )
let b-hc-od-p_tree10D -0.107 + random-float ( 2.277 - -0.107 )
let b-hc-od-p_sand -0.061 + random-float ( 0.084 - -0.061 )
let b-hc-od-p_slope -0.148 + random-float ( 0.083 - -0.148 )
let b0-hclus-orgaD -5.017 + random-float ( 3.094 - -5.017 )
set orgaD-hc (
b-hc-od-h_labour * h_labour +
b-hc-od-h_depr * h_depr +
b-hc-od-h_weai2 * h_weai2 +
b-hc-od-h_pfertsub * p_fertsubsidy +
b-hc-od-h_tlun * h_tlun +
b-hc-od-h_edui * h_edui +
b-hc-od-h_comm * h_comm +
b-hc-od-p_hectare * p_hect +
b-hc-od-p_leguD * P_leguD +
b-hc-od-p_fertD * p_fertD +
b-hc-od-p_tree10D * p_tree10d +
b-hc-od-p_sand * [ p_sand% ] of patch-here +
b-hc-od-p_slope * [ p_slope ] of patch-here +
b0-hclus-orgaD
)]
ask turtles with [HCLUS = 2] [
let b-hc-od-h_labour -0.076 + random-float ( 0.382 - -0.076 )
let b-hc-od-h_depr -0.286 + random-float ( 0.118 - -0.286 )
let b-hc-od-h_weai2 -1.859 + random-float ( 0.196 - -1.859 )
let b-hc-od-h_pfertsub -2.592 + random-float ( 0.458 - -2.592 )
let b-hc-od-h_tlun 0.019 + random-float ( 0.356 - 0.019 )
let b-hc-od-h_edui -0.652 + random-float ( 0.113 - -0.652 )
let b-hc-od-h_comm -1.174 + random-float ( 0.151 - -1.174 )
let b-hc-od-p_hectare -0.343 + random-float ( 1.347 - -0.343 )
let b-hc-od-p_leguD 0.058 + random-float ( 1.338 - 0.058 )
let b-hc-od-p_fertD -0.017 + random-float ( 1.513 - -0.017 )
let b-hc-od-p_tree10D -1.639 + random-float ( -0.052 - -1.639 )
let b-hc-od-p_sand -0.040 + random-float ( 0.029 - -0.040 )
let b-hc-od-p_slope -0.098 + random-float ( 0.057 - -0.098 )
let b0-hclus-orgaD -2.512 + random-float ( 1.072 - -2.512 )
set orgaD-hc (
b-hc-od-h_labour * h_labour +
b-hc-od-h_depr * h_depr +
b-hc-od-h_weai2 * h_weai2 +
b-hc-od-h_pfertsub * p_fertsubsidy +
b-hc-od-h_tlun * h_tlun +
b-hc-od-h_edui * h_edui +
b-hc-od-h_comm * h_comm +
b-hc-od-p_hectare * p_hect +
b-hc-od-p_leguD * P_leguD +
b-hc-od-p_fertD * p_fertD +
b-hc-od-p_tree10D * p_tree10d +
b-hc-od-p_sand * [ p_sand% ] of patch-here +
b-hc-od-p_slope * [ p_slope ] of patch-here +
b0-hclus-orgaD
)]
ask turtles with [HCLUS = 3] [
let b-hc-od-h_labour -0.459 + random-float ( 0.460 - -0.459 )
let b-hc-od-h_depr -0.476 + random-float ( 0.102 - -0.476 )
let b-hc-od-h_weai2 -1.373 + random-float ( 1.051 - -1.373 )
let b-hc-od-h_pfertsub 0.944 + random-float ( 4.401 - 0.944 )
let b-hc-od-h_tlun -0.089 + random-float ( 0.511 - -0.089 )
let b-hc-od-h_edui -0.308 + random-float ( 0.700 - -0.308 )
let b-hc-od-h_comm -1.132 + random-float ( 0.303 - -1.132 )
let b-hc-od-p_hectare -0.445 + random-float ( 2.612 - -0.445 )
let b-hc-od-p_leguD -0.820 + random-float ( 0.767 - -0.820 )
let b-hc-od-p_fertD -1.243 + random-float ( 0.495 - -1.243 )
let b-hc-od-p_tree10D -0.220 + random-float ( 1.339 - -0.220 )
let b-hc-od-p_sand -0.075 + random-float ( 0.025 - -0.075 )
let b-hc-od-p_slope -0.040 + random-float ( 0.108 - -0.040 )
let b0-hclus-orgaD -2.175 + random-float ( 3.004 - -2.175 )
set orgaD-hc (
b-hc-od-h_labour * h_labour +
b-hc-od-h_depr * h_depr +
b-hc-od-h_weai2 * h_weai2 +
b-hc-od-h_pfertsub * p_fertsubsidy +
b-hc-od-h_tlun * h_tlun +
b-hc-od-h_edui * h_edui +
b-hc-od-h_comm * h_comm +
b-hc-od-p_hectare * p_hect +
b-hc-od-p_leguD * P_leguD +
b-hc-od-p_fertD * p_fertD +
b-hc-od-p_tree10D * p_tree10d +
b-hc-od-p_sand * [ p_sand% ] of patch-here +
b-hc-od-p_slope * [ p_slope ] of patch-here +
b0-hclus-orgaD
)]
Discrete-orgaD-choice
End
To Discrete-orgaD-choice
;show (word "--------------Dicrete orga Choice")
; show "Updating orga input all"
let min-a min [orgaD-all] of turtles with [HCLUS > 0]
let max-a max [orgaD-all] of turtles
; show (word "min-orga-a =" min-a ", max-orga-a = " max-a)
let max-1 precision (max [orgaD-hc] of turtles) 3
let min-1 precision (min [orgaD-hc] of turtles with [HCLUS = 1]) 3
;show (word "min-orga-1 =" min-1 ", max-orga-1 = " max-1)
let max-2 precision (max [orgaD-hc] of turtles) 3
let min-2 precision (min [orgaD-hc] of turtles with [HCLUS = 2]) 3
; show (word "min-orga-2 =" min-2 ", max-orga-2 = " max-2)
let max-3 precision (max [orgaD-hc] of turtles) 3
let min-3 precision (min [orgaD-hc] of turtles with [HCLUS = 3]) 3
;show (word "min-orga-3 =" min-3 ", max-orga-3 = " max-3)
ask turtles with [HCLUS > 0]
[if orgaD-all > 500 [set orgaD-all 500]
if orgaD-hc > 500 [set orgaD-hc 500]
if orgaD-all < -500 [set orgaD-all -500 ]
if orgaD-hc < -500 [set orgaD-hc -500 ]
let eorgaD-all 0 let porgaD-all 0
set eorgaD-all exp orgaD-all set porgaD-all eorgaD-all / (1 + eorgaD-all)
ifelse porgaD-all > 0.5 [set dorgaD-all 1] [set dorgaD-all 0]
set P_orgaD dorgaD-all
]
;============"Updating orga input c1"
ask turtles with [HCLUS = 1]
[let eorgaD-c1 0 let porgaD-c1 0
set eorgaD-c1 exp orgaD-hc set porgaD-c1 eorgaD-c1 / (1 + eorgaD-c1)
ifelse porgaD-c1 > 0.5 [set dorgaD-hc 1] [set dorgaD-hc 0]]
;=============="Updating orga input c2"
ask turtles with [HCLUS = 2]
[let eorgaD-c2 0 let porgaD-c2 0
set eorgaD-c2 exp orgaD-hc set porgaD-c2 eorgaD-c2 / (1 + eorgaD-c2)
ifelse porgaD-c2 > 0.5 [set dorgaD-hc 1] [set dorgaD-hc 0]]
;=============="Updating orga input c3"
ask turtles with [ HCLUS = 3]
[let eorgaD-c3 0 let porgaD-c3 0
set eorgaD-c3 exp orgaD-hc set porgaD-c3 eorgaD-c3 / (1 + eorgaD-c3)
ifelse porgaD-c3 > 0.5 [set dorgaD-hc 1] [set dorgaD-hc 0]
]
End
To P322b.Update-Manure-intensity
ask turtles with [HCLUS = 1 and dorgaD-hc = 1] [
let b-orgaA-c-h_weai2 -1.18597 + random-float ( 0.08211 - -1.18597 )
let b-orgaA-c-h_labour 0.08688 + random-float ( 0.84391 - 0.08688 )
let b-orgaA-c-h_depr -0.19092 + random-float ( 0.08727 - -0.19092 )
let b-orgaA-c-h_edui -1.16030 + random-float ( -0.37435 - -1.16030 )
let b-orgaA-c-h_incc -0.01321 + random-float ( 0.00270 - -0.01321 )
let b-orgaA-c-h_incl 0.00001 + random-float ( 0.01223 - 0.00001 )
let b-orgaA-c-h_p-hect -0.71537 + random-float ( -0.49110 - -0.71537 )
let b-orgaA-c-p_leguD 0.32218 + random-float ( 1.37002 - 0.32218 )
let b-orgaA-c-p_SOC -0.21080 + random-float ( 2.20159 - -0.21080 )
let b-orgaA-c-p_sand -0.05020 + random-float ( 0.01255 - -0.05020 )
let b-orgaA-c-p_fertsub -1.97567 + random-float ( 1.05359 - -1.97567 )
let b-orgaA-c-p_fert_ha 0.00115 + random-float ( 0.00473 - 0.00115 )
let b0-hclus-orgaA 3.30454 + random-float ( 7.23950 - 3.30454 )
set orgaA-hc (
b-orgaA-c-h_weai2 * h_weai2 +
b-orgaA-c-h_labour * h_labour +
b-orgaA-c-h_depr * h_depr +
b-orgaA-c-h_edui * h_edui +
b-orgaA-c-h_incc * h_incc +
b-orgaA-c-h_incl * h_incl +
b-orgaA-c-h_p-hect * p_hect +
b-orgaA-c-p_leguD * P_leguD +
b-orgaA-c-p_SOC * [ P_soc% ] of patch-here +
b-orgaA-c-p_sand * [ P_sand% ] of patch-here +
b-orgaA-c-p_fertsub * p_fertsubsidy +
b-orgaA-c-p_fert_ha * fert_ha-hc +
b0-hclus-orgaA )
]
ask turtles with [HCLUS = 2 and dorgaD-hc = 1] [
let b-orgaA-c-h_weai2 -0.98074 + random-float ( 0.24297 - -0.98074 )
let b-orgaA-c-h_labour 0.18492 + random-float ( 0.38201 - 0.18492 )
let b-orgaA-c-h_depr -0.09047 + random-float ( 0.13502 - -0.09047 )
let b-orgaA-c-h_edui -0.43508 + random-float ( -0.07392 - -0.43508 )
let b-orgaA-c-h_incc -0.00178 + random-float ( 0.00083 - -0.00178 )
let b-orgaA-c-h_incl 0.00144 + random-float ( 0.01605 - 0.00144 )
let b-orgaA-c-h_p-hect -1.96348 + random-float ( -1.07493 - -1.96348 )
let b-orgaA-c-p_leguD -0.33175 + random-float ( 0.36212 - -0.33175 )
let b-orgaA-c-p_SOC -0.57377 + random-float ( 1.24157 - -0.57377 )
let b-orgaA-c-p_sand -0.03028 + random-float ( 0.00744 - -0.03028 )
let b-orgaA-c-p_fertsub -1.28947 + random-float ( 0.01298 - -1.28947 )
let b-orgaA-c-p_fert_ha -0.00029 + random-float ( 0.00067 - -0.00029 )
let b0-hclus-orgaA 5.09656 + random-float ( 7.42157 - 5.09656 )
set orgaA-hc (
b-orgaA-c-h_weai2 * h_weai2 +
b-orgaA-c-h_labour * h_labour +
b-orgaA-c-h_depr * h_depr +
b-orgaA-c-h_edui * h_edui +
b-orgaA-c-h_incc * h_incc +
b-orgaA-c-h_incl * h_incl +
b-orgaA-c-h_p-hect * p_hect +
b-orgaA-c-p_leguD * P_leguD +
b-orgaA-c-p_SOC * [ P_soc% ] of patch-here +
b-orgaA-c-p_sand * [ P_sand% ] of patch-here +
b-orgaA-c-p_fertsub * p_fertsubsidy +
b-orgaA-c-p_fert_ha * fert_ha-hc +
b0-hclus-orgaA )
]
ask turtles with [HCLUS = 3 and dorgaD-hc = 1] [
let b-orgaA-c-h_weai2 -0.78910 + random-float ( 1.43270 - -0.78910 )
let b-orgaA-c-h_labour -0.37416 + random-float ( 0.23421 - -0.37416 )
let b-orgaA-c-h_depr -0.23244 + random-float ( 0.14394 - -0.23244 )
let b-orgaA-c-h_edui -0.14497 + random-float ( 0.39965 - -0.14497 )
let b-orgaA-c-h_incc -0.00163 + random-float ( 0.00200 - -0.00163 )
let b-orgaA-c-h_incl -0.02863 + random-float ( -0.00013 - -0.02863 )
let b-orgaA-c-h_p-hect -1.78336 + random-float ( -0.06723 - -1.78336 )
let b-orgaA-c-p_leguD -0.53175 + random-float ( 0.77275 - -0.53175 )
let b-orgaA-c-p_SOC -1.86914 + random-float ( 0.75410 - -1.86914 )
let b-orgaA-c-p_sand -0.02475 + random-float ( 0.06313 - -0.02475 )
let b-orgaA-c-p_fertsub -0.90584 + random-float ( 0.81695 - -0.90584 )
let b-orgaA-c-p_fert_ha 0.00023 + random-float ( 0.00214 - 0.00023 )
let b0-hclus-orgaA 3.67117 + random-float ( 9.82956 - 3.67117 )
set orgaA-hc (
b-orgaA-c-h_weai2 * h_weai2 +
b-orgaA-c-h_labour * h_labour +
b-orgaA-c-h_depr * h_depr +
b-orgaA-c-h_edui * h_edui +
b-orgaA-c-h_incc * h_incc +
b-orgaA-c-h_incl * h_incl +
b-orgaA-c-h_p-hect * p_hect +
b-orgaA-c-p_leguD * P_leguD +
b-orgaA-c-p_SOC * [ P_soc% ] of patch-here +
b-orgaA-c-p_sand * [ P_sand% ] of patch-here +
b-orgaA-c-p_fertsub * p_fertsubsidy +
b-orgaA-c-p_fert_ha * fert_ha-hc +
b0-hclus-orgaA )
]
ask turtles with [dorgaD-all = 1] [
let b-orgaA-all-h_weai2 -0.52697 + random-float ( 0.88193 - -0.52697 )
let b-orgaA-all-h_labour -0.06017 + random-float ( 0.14361 - -0.06017 )
let b-orgaA-all-h_depr -0.19003 + random-float ( 0.06258 - -0.19003 )
let b-orgaA-all-h_edui -0.12468 + random-float ( 0.15878 - -0.12468 )
let b-orgaA-all-h_incc -0.00129 + random-float ( 0.00037 - -0.00129 )
let b-orgaA-all-h_incl -0.00538 + random-float ( 0.00391 - -0.00538 )
let b-orgaA-all-h_p-hect -0.95864 + random-float ( -0.68338 - -0.95864 )
let b-orgaA-all-p_leguD -0.30755 + random-float ( 0.51276 - -0.30755 )
let b-orgaA-all-p_SOC -0.75690 + random-float ( 0.75975 - -0.75690 )
let b-orgaA-all-p_sand -0.02589 + random-float ( 0.02097 - -0.02589 )
let b-orgaA-all-p_fertsub -0.78861 + random-float ( 0.54158 - -0.78861 )
let b-orgaA-all-p_fert_ha 0.00035 + random-float ( 0.00181 - 0.00035 )
let b0-_orgaA-all 5.22444 + random-float ( 8.16946 - 5.22444 )
set orgaA-all (
b-orgaA-all-h_weai2 * h_weai2 +
b-orgaA-all-h_labour * h_labour +
b-orgaA-all-h_depr * h_depr +
b-orgaA-all-h_edui * h_edui +
b-orgaA-all-h_incc * h_incc +
b-orgaA-all-h_incl * h_incl +
b-orgaA-all-h_p-hect * p_hect +
b-orgaA-all-p_leguD * P_leguD +
b-orgaA-all-p_SOC * [ P_soc% ] of patch-here +
b-orgaA-all-p_sand * [ P_sand% ] of patch-here +
b-orgaA-all-p_fertsub * p_fertsubsidy +
b-orgaA-all-p_fert_ha * fert_ha +
b0-_orgaA-all )
]
ask turtles with [HCLUS > 0]
[;correct outliers by winzolisation
let oa-u 7.25
let o1-u 6.81
let o2-u 7.12
let o3-u 7.44
if orgaA-all > oa-u [set orgaA-all oa-u + ( orgaA-all / max [orgaA-all] of turtles )]
if orgaA-all <= -1 [set orgaA-all -1 / orgaA-all]
if orgaA-all <= 0 and orgaA-all > -1 [set orgaA-all 2]
set org_ha (exp orgaA-all) * 0.511
if hclus = 1 and orgaA-hc > o3-u [set orgaA-hc o1-u + (orgaA-hc / max [orgaA-hc] of turtles with [hclus = 1] ) ]
if hclus = 2 and orgaA-hc > o3-u [set orgaA-hc o2-u + (orgaA-hc / max [orgaA-hc] of turtles with [hclus = 2] ) ]
if hclus = 3 and orgaA-hc > o3-u [set orgaA-hc o3-u + (orgaA-hc / max [orgaA-hc] of turtles with [hclus = 3] ) ]
if hclus = 1 and orgaA-hc < -1 [set orgaA-hc 2 + -1 / orgaA-hc]
if hclus = 1 and orgaA-hc <= 0 and orgaA-hc > -1 [set orgaA-hc 2]
if hclus = 2 and orgaA-hc < -1 [set orgaA-hc 2 + -1 / orgaA-hc]
if hclus = 2 and orgaA-hc <= 0 and orgaA-hc > -1 [set orgaA-hc 2]
if hclus = 3 and orgaA-hc < -1 [set orgaA-hc 2 + -1 / orgaA-hc]
if hclus = 3 and orgaA-hc <= 0 and orgaA-hc > -1 [set orgaA-hc 2]
set orgaA-hc exp orgaA-hc
set orga_ha-hc orgaA-hc
if hclus = 1 [set orga_ha-hc orga_ha-hc * 0.382] if hclus = 2 [set orga_ha-hc orga_ha-hc * 0.355] if hclus = 3 [set orga_ha-hc orga_ha-hc * 0.482]
]
;P322c.manure-input-summary
End
To P323.Update-legume-Input-choice
ask turtles with [HP_ID != 0] [
let b-leguD-all-h_labour -0.274 + random-float ( 0.112 - -0.274 )
let b-leguD-all-h_depr -0.165 + random-float ( 0.110 - -0.165 )
let b-leguD-all-h_weia -0.091 + random-float ( 1.219 - -0.091 )
let b-leguD-all-p_fertsub -0.732 + random-float ( 1.273 - -0.732 )
let b-leguD-all-h_edui 0.008 + random-float ( 0.607 - 0.008 )
let b-leguD-all-h_comm -0.359 + random-float ( 0.422 - -0.359 )
let b-leguD-all-h_gmem -0.845 + random-float ( 0.013 - -0.845 )
let b-leguD-all-p_hectare 0.655 + random-float ( 1.979 - 0.655 )
let b-leguD-all-p_ctyr 0.004 + random-float ( 0.015 - 0.004 )
let b-leguD-all-p_fertD -1.156 + random-float ( -0.166 - -1.156 )
let b-leguD-all-p_orgaD -0.087 + random-float ( 0.741 - -0.087 )
let b-leguD-all-p_tree10D -0.710 + random-float ( 0.206 - -0.710 )
let b-leguD-all-p_sand -0.015 + random-float ( 0.037 - -0.015 )
let b-leguD-all-p_socper -1.148 + random-float ( 0.700 - -1.148 )
let b-leguD-all-p_slope -0.048 + random-float ( 0.043 - -0.048 )
let b0-leguD-all -3.359 + random-float ( -0.082 - -3.359 )
set leguD-all (
b-leguD-all-h_labour * h_labour +
b-leguD-all-h_depr * h_depr +
b-leguD-all-h_weia * h_weai2 +
b-leguD-all-p_fertsub * p_fertsubsidy +
b-leguD-all-h_edui * h_edui +
b-leguD-all-h_comm * h_comm +
b-leguD-all-h_gmem * h_gmem +
b-leguD-all-p_hectare * p_hect +
b-leguD-all-p_ctyr * p_cultyrs +
b-leguD-all-p_fertD * p_fertD +
b-leguD-all-p_orgaD * p_orgad +
b-leguD-all-p_tree10D * p_tree10d +
b-leguD-all-p_sand * [ p_sand% ] of patch-here +
b-leguD-all-p_socper * [ p_soc% ] of patch-here +
b-leguD-all-p_slope * [ p_slope ] of patch-here +
b0-leguD-all
)]
ask turtles with [HCLUS = 1] [
let b-hc-ld-h_labour -1.424 + random-float ( -0.009 - -1.424 )
let b-hc-ld-h_depr -0.730 + random-float ( -0.010 - -0.730 )
let b-hc-ld-h_weia -1.138 + random-float ( 2.594 - -1.138 )
let b-hc-ld-p_fertsub -5.121 + random-float ( 0.270 - -5.121 )
let b-hc-ld-h_edui 0.039 + random-float ( 2.094 - 0.039 )
let b-hc-ld-h_comm -0.264 + random-float ( 1.329 - -0.264 )
let b-hc-ld-h_gmem -1.696 + random-float ( 0.854 - -1.696 )
let b-hc-ld-p_hectare 0.188 + random-float ( 1.269 - 0.188 )
let b-hc-ld-p_ctyr 0.011 + random-float ( 0.043 - 0.011 )
let b-hc-ld-p_fertD -1.467 + random-float ( 1.149 - -1.467 )
let b-hc-ld-p_orgaD -2.526 + random-float ( -0.019 - -2.526 )
let b-hc-ld-p_tree10D -0.919 + random-float ( 1.777 - -0.919 )
let b-hc-ld-p_sand -0.016 + random-float ( 0.142 - -0.016 )
let b-hc-ld-p_socper -2.226 + random-float ( 1.746 - -2.226 )
let b-hc-ld-p_slope -0.161 + random-float ( 0.066 - -0.161 )
let b0--hcluss-leguD -7.754 + random-float ( 1.425 - -7.754 )
set leguD-hc (
b-hc-ld-h_labour * h_labour +
b-hc-ld-h_depr * h_depr +
b-hc-ld-h_weia * h_weai2 +
b-hc-ld-p_fertsub * p_fertsubsidy +
b-hc-ld-h_edui * h_edui +
b-hc-ld-h_comm * h_comm +
b-hc-ld-h_gmem * h_gmem +
b-hc-ld-p_hectare * p_hect +
b-hc-ld-p_ctyr * p_cultyrs +
b-hc-ld-p_fertD * p_fertD +
b-hc-ld-p_orgaD * p_orgad +
b-hc-ld-p_tree10D * p_tree10d +
b-hc-ld-p_sand * [ p_sand% ] of patch-here +
b-hc-ld-p_socper * [ p_soc% ] of patch-here +
b-hc-ld-p_slope * [ p_slope ] of patch-here +
b0--hcluss-leguD
)]
ask turtles with [HCLUS = 2] [
let b-hc-ld-h_labour -0.365 + random-float ( 0.142 - -0.365 )
let b-hc-ld-h_depr -0.278 + random-float ( 0.197 - -0.278 )
let b-hc-ld-h_weia -0.231 + random-float ( 1.792 - -0.231 )
let b-hc-ld-p_fertsub -1.669 + random-float ( 1.710 - -1.669 )
let b-hc-ld-h_edui -0.079 + random-float ( 0.733 - -0.079 )
let b-hc-ld-h_comm -0.643 + random-float ( 0.695 - -0.643 )
let b-hc-ld-h_gmem -1.086 + random-float ( 0.279 - -1.086 )
let b-hc-ld-p_hectare 0.310 + random-float ( 2.250 - 0.310 )
let b-hc-ld-p_ctyr -0.004 + random-float ( 0.014 - -0.004 )
let b-hc-ld-p_fertD -1.497 + random-float ( 0.061 - -1.497 )
let b-hc-ld-p_orgaD 0.086 + random-float ( 1.366 - 0.086 )
let b-hc-ld-p_tree10D -1.586 + random-float ( -0.051 - -1.586 )
let b-hc-ld-p_sand -0.015 + random-float ( 0.058 - -0.015 )
let b-hc-ld-p_socper -1.625 + random-float ( 1.274 - -1.625 )
let b-hc-ld-p_slope -0.043 + random-float ( 0.103 - -0.043 )
let b0--hcluss-leguD -4.660 + random-float ( 0.656 - -4.660 )
set leguD-hc (
b-hc-ld-h_labour * h_labour +
b-hc-ld-h_depr * h_depr +
b-hc-ld-h_weia * h_weai2 +
b-hc-ld-p_fertsub * p_fertsubsidy +
b-hc-ld-h_edui * h_edui +
b-hc-ld-h_comm * h_comm +
b-hc-ld-h_gmem * h_gmem +
b-hc-ld-p_hectare * p_hect +
b-hc-ld-p_ctyr * p_cultyrs +
b-hc-ld-p_fertD * p_fertD +
b-hc-ld-p_orgaD * p_orgad +
b-hc-ld-p_tree10D * p_tree10d +
b-hc-ld-p_sand * [ p_sand% ] of patch-here +
b-hc-ld-p_socper * [ p_soc% ] of patch-here +
b-hc-ld-p_slope * [ p_slope ] of patch-here +
b0--hcluss-leguD
)]
ask turtles with [HCLUS = 3] [
let b-hc-ld-h_labour -0.862 + random-float ( 0.316 - -0.862 )
let b-hc-ld-h_depr -0.159 + random-float ( 0.398 - -0.159 )
let b-hc-ld-h_weia -0.557 + random-float ( 2.069 - -0.557 )
let b-hc-ld-p_fertsub 0.310 + random-float ( 3.848 - 0.310 )
let b-hc-ld-h_edui -0.139 + random-float ( 1.115 - -0.139 )
let b-hc-ld-h_comm -1.067 + random-float ( 0.540 - -1.067 )
let b-hc-ld-h_gmem -1.290 + random-float ( 0.332 - -1.290 )
let b-hc-ld-p_hectare 1.718 + random-float ( 4.878 - 1.718 )
let b-hc-ld-p_ctyr 0.005 + random-float ( 0.024 - 0.005 )
let b-hc-ld-p_fertD -2.207 + random-float ( -0.275 - -2.207 )
let b-hc-ld-p_orgaD -1.047 + random-float ( 0.588 - -1.047 )
let b-hc-ld-p_tree10D -0.604 + random-float ( 1.041 - -0.604 )
let b-hc-ld-p_sand -0.088 + random-float ( 0.021 - -0.088 )
let b-hc-ld-p_socper -1.209 + random-float ( 2.407 - -1.209 )
let b-hc-ld-p_slope -0.092 + random-float ( 0.074 - -0.092 )
let b0--hcluss-leguD -4.208 + random-float ( 2.109 - -4.208 )
set leguD-hc (
b-hc-ld-h_labour * h_labour +
b-hc-ld-h_depr * h_depr +
b-hc-ld-h_weia * h_weai2 +
b-hc-ld-p_fertsub * p_fertsubsidy +
b-hc-ld-h_edui * h_edui +
b-hc-ld-h_comm * h_comm +
b-hc-ld-h_gmem * h_gmem +
b-hc-ld-p_hectare * p_hect +
b-hc-ld-p_ctyr * p_cultyrs +
b-hc-ld-p_fertD * p_fertD +
b-hc-ld-p_orgaD * p_orgad +
b-hc-ld-p_tree10D * p_tree10d +
b-hc-ld-p_sand * [ p_sand% ] of patch-here +
b-hc-ld-p_socper * [ p_soc% ] of patch-here +
b-hc-ld-p_slope * [ p_slope ] of patch-here +
b0--hcluss-leguD
)]
Discrete-leguD-choice
End
To Discrete-leguD-choice
;show (word "--------------Dicrete legu Choice")
;show "Updating legu input all"
let min-a min [leguD-all] of turtles with [HCLUS > 0]
let max-a max [leguD-all] of turtles
; show (word "min-legu-a =" min-a ", max-legu-a = " max-a)
let max-1 precision (max [leguD-hc] of turtles) 3
let min-1 precision (min [leguD-hc] of turtles with [HCLUS = 1]) 3
; show (word "min-legu-1 =" min-1 ", max-legu-1 = " max-1)
let max-2 precision (max [leguD-hc] of turtles) 3
let min-2 precision (min [leguD-hc] of turtles with [HCLUS = 2]) 3
; show (word "min-legu-2 =" min-2 ", max-legu-2 = " max-2)
let max-3 precision (max [leguD-hc] of turtles) 3
let min-3 precision (min [leguD-hc] of turtles with [HCLUS = 3]) 3
; show (word "min-legu-3 =" min-3 ", max-legu-3 = " max-3)
ask turtles with [HCLUS > 0]
[if leguD-all > 500 [set leguD-all 500]
if leguD-hc > 500 [set leguD-hc 500]
if leguD-all < -500 [set leguD-all -500]
if leguD-hc < -500 [set leguD-hc -500]
let eleguD-all 0 let pleguD-all 0
set eleguD-all exp leguD-all set pleguD-all eleguD-all / (1 + eleguD-all)
ifelse pleguD-all > 0.5 [set dleguD-all 1] [set dleguD-all 0]
set P_leguD dleguD-all
]
;============="Updating legu input c1"
ask turtles with [HCLUS = 1]
[let eleguD-c1 0 let pleguD-c1 0
set eleguD-c1 exp leguD-hc set pleguD-c1 eleguD-c1 / (1 + eleguD-c1)
ifelse pleguD-c1 > 0.5 [set dleguD-hc 1] [set dleguD-hc 0]]
;=============="Updating legu input c2"
ask turtles with [HCLUS = 2]
[let eleguD-c2 0 let pleguD-c2 0
set eleguD-c2 exp leguD-hc set pleguD-c2 eleguD-c2 / (1 + eleguD-c2)
ifelse pleguD-c2 > 0.5 [set dleguD-hc 1] [set dleguD-hc 0]]
;=============="Updating legu input c3"
ask turtles with [ HCLUS = 3]
[let eleguD-c3 0 let pleguD-c3 0
set eleguD-c3 exp leguD-hc set pleguD-c3 eleguD-c3 / (1 + eleguD-c3)
ifelse pleguD-c3 > 0.5 [set dleguD-hc 1] [set dleguD-hc 0]
]
;legume-cropping-stats