Aquaponics & Greenhouse Gas Emissions

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WHAT IS IT?

A model of a commercial aquaponics operation with various parameters

GENERAL MODEL NOTES

Default Fish & Plant Parameters 1. Salmon 2. Lettuce

Model Assumptions 1. Operation size: commercial 2. Assumed relative humidity: 70% 3. Timescale: 40 ticks per day, 1.667 ticks/hr 4. All fish in the operation are held in the same tank (in the real world, most fish species would be separated by age/weight, sex, and for breeding) 5. Fish and plants are harvested in the simulation based on size 6. All season temperatures are determined using the corresponding month's averages 7. Greenhouse temperature and related greenhouse gas emissions is dependent on the fish type, climate, and season 8. Lighting duration is dependent on plant type, climate, and season 9. Heating method is dependent on climate (e.g., Japan generally utilizes electricty for their heating) 10. Water in the system is cycled through the system twice an hour and is based on the total modelled volume of the fish and plant tanks 11. Heating and electricity emissions were determined using the reference location's method of heating.

CLIMATE & SEASON NOTES

Humid Continental (reference location - Madison, WI) 1. Spring: 34.5 F 2. Summer: 71 F 3. Fall: 49.5 F 4. Winter: 25 F

Temperate (reference location - Madrid, Spain) 1. Spring: 54.8 F 2. Summer: 74 F 3. Fall: 59 F 4. Winter: 44.6 F

Tropical (reference location - Miami, FL) 1. Spring: 75 F 2. Summer: 82.3 F 3. Fall: 78 F 4. Winter: 68.2 F

Humid Subtropical (reference location - Tokyo, Japan) 1. Spring: 56.8 F 2. Summer: 76.3 F 3. Fall: 64 F 4. Winter:43.3 F

FISH NOTES

Greenhouse Temperature: Tilapia: 80 F Walleye: 75 F Salmon: 60 F Catfish: 70 F

Protein content of feed: Tilapia: Walleye: Salmon: Catfish:

HOW IT WORKS

The user selects the parameters they are interested in investigating...

HOW TO USE IT

The 'setup' button sets up the simulation, randomly placing the fish in the tank and the plants are setup in a grid. The 'go' button runs the simulation, the fish wander around the tank, eats when one comes across food patches, reproduces, and some are harvested after eight months.

THINGS TO NOTICE

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THINGS TO TRY

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EXTENDING THE MODEL

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NETLOGO FEATURES

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CREDITS AND REFERENCES

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;;;;;;;;;;;;;;;;;;;;;;;;;;;;
;;;;;; variable setup ;;;;;;
;;;;;;;;;;;;;;;;;;;;;;;;;;;;

breed[ fov a-fov ]
breed[ fish a-fish ]
breed[ plants plant ]
breed[ feed piece-of-feed ]
breed[ nutrients nutrient ]

globals [
  GHGs
  lighting-GHGs
  feeding-GHGs
  heating-GHGs
  pumping-GHGs
  total-lighting-GHG-emissions
  total-heating-GHG-emissions
  total-feeding-GHG-emissions
  total-pumping-GHG-emissions
  total-GHG-emissions
  total-harvested-fish
  total-harvested-plants
  fish-death ]

patches-own [type-of-patch]

;;;;;;;;;;;;;;;;;;;;;;;;;;;
;;;;; setup procedure ;;;;;
;;;;;;;;;;;;;;;;;;;;;;;;;;;

to setup
  clear-all
  ;; PATCH SETUP ;;
  ask patches [
  set type-of-patch "water"
    if pxcor < max-pxcor - 5 [
      set pcolor blue + 0.5]
  set type-of-patch "air"
    if pxcor >  max-pxcor - 5 [
      set pcolor white ] ]
  ;; FISH SETUP ;;
  set-default-shape fov "circle"
  create-fish number-of-fish [
    if fish-type = "Tilapia" [
      set shape "fish 2"
      set color grey
      set size 0.5 ]
    if fish-type = "Walleye" [
      set shape "fish"
      set color green
      set size 0.5 ]
    if fish-type = "Salmon" or fish-type = "Default" [
      set shape "salmon"
      set color grey
      set size 1 ]
    if fish-type = "Catfish" [
      set shape "catfish"
      set color grey
      set size 1 ]
    set xcor 8 - random 23
    set ycor random-pycor ]
  ;; PLANT SETUP ;;
  ask patches with [(14) > pxcor and pxcor > (10) and pycor < (1)]
    [ sprout-plants 1 [
      if plant-type = "Basil" [
        set shape "flower budding"
        set color green - 1
        set size 0.5]
      if plant-type = "Lettuce" or plant-type = "Default" [
        set shape "plant small"
        set color green + 1
        set size 0.25 ]
      if plant-type = "Tomato" [
        set shape "plant medium"
        set color green
        set size 0.25 ]
      if plant-type = "Pepper" [
        set shape "plant"
        set color green - 1
        set size 0.25 ] ] ]
  ask patches with [(14) > pxcor and pxcor > (10) and pycor > (0)]
    [ sprout-plants 1 [
      if plant-type = "Basil" [
        set shape "flower budding"
        set color green - 1
        set size 0.5 ]
      if plant-type = "Lettuce" or plant-type = "Default" [
        set shape "plant small"
        set color green + 1
        set size 0.25 ]
      if plant-type = "Tomato" [
        set shape "plant medium"
        set color green
        set size 0.25 ]
      if plant-type = "Pepper" [
        set shape "plant"
        set color green - 1
        set size 0.25 ] ] ]
  if number-of-plant-columns = 4 [
  ask patches with [pxcor = 14 and pycor > (0)]
   [ sprout-plants 1 [
      if plant-type = "Basil" [
        set shape "flower budding"
        set color green - 1
        set size 0.5 ]
      if plant-type = "Lettuce" or plant-type = "Default" [
        set shape "plant small"
        set color green + 1
        set size 0.25 ]
      if plant-type = "Tomato" [
        set shape "plant medium"
        set color green
        set size 0.25 ]
      if plant-type = "Pepper" [
        set shape "plant"
        set color green - 1
        set size 0.25 ] ] ] ]
  if number-of-plant-columns = 4 [
  ask patches with [pxcor = 14 and pycor < (1)]
   [ sprout-plants 1 [
      if plant-type = "Basil" [
        set shape "flower budding"
        set color green - 1
        set size 0.5 ]
      if plant-type = "Lettuce" or plant-type = "Default" [
        set shape "plant small"
        set color green + 1
        set size 0.25 ]
      if plant-type = "Tomato" [
        set shape "plant medium"
        set color green
        set size 0.25 ]
      if plant-type = "Pepper" [
        set shape "plant"
        set color green - 1
        set size 0.25 ] ] ] ]
  if number-of-plant-columns = 5 [
  ask patches with [pxcor = 14 and pycor > (0)]
   [ sprout-plants 1 [
      if plant-type = "Basil" [
        set shape "flower budding"
        set color green - 1
        set size 0.5 ]
      if plant-type = "Lettuce" or plant-type = "Default" [
        set shape "plant small"
        set color green + 1
        set size 0.25 ]
      if plant-type = "Tomato" [
        set shape "plant medium"
        set color green
        set size 0.25 ]
      if plant-type = "Pepper" [
        set shape "plant"
        set color green - 1
        set size 0.25 ] ] ] ]
  if number-of-plant-columns = 5 [
  ask patches with [pxcor = 14 and pycor < (1)]
   [ sprout-plants 1 [
      if plant-type = "Basil" [
        set shape "flower budding"
        set color green - 1
        set size 0.5 ]
      if plant-type = "Lettuce" or plant-type = "Default" [
        set shape "plant small"
        set color green + 1
        set size 0.25 ]
      if plant-type = "Tomato" [
        set shape "plant medium"
        set color green
        set size 0.25 ]
      if plant-type = "Pepper" [
        set shape "plant"
        set color green - 1
        set size 0.25 ] ] ] ]
  if number-of-plant-columns = 5 [
  ask patches with [pxcor < (11) and pxcor > (9) and pycor < (1)]
   [ sprout-plants 1 [
      if plant-type = "Basil" [
        set shape "flower budding"
        set color green - 1
        set size 0.5 ]
      if plant-type = "Lettuce" or plant-type = "Default" [
        set shape "plant small"
        set color green + 1
        set size 0.25 ]
      if plant-type = "Tomato" [
        set shape "plant medium"
        set color green
        set size 0.25 ]
      if plant-type = "Pepper" [
        set shape "plant"
        set color green - 1
        set size 0.25 ] ] ] ]
  if number-of-plant-columns = 5 [
  ask patches with [pxcor > (9) and pxcor < (11) and pycor > (0)]
   [ sprout-plants 1 [
      if plant-type = "Basil" [
        set shape "flower budding"
        set color green - 1
        set size 0.5 ]
      if plant-type = "Lettuce" or plant-type = "Default" [
        set shape "plant small"
        set color green + 1
        set size 0.25 ]
      if plant-type = "Tomato" [
        set shape "plant medium"
        set color green
        set size 0.25 ]
      if plant-type = "Pepper" [
        set shape "plant"
        set color green - 1
        set size 0.25 ] ] ] ]
  ;; FEED SETUP ;;
  create-feed number-of-fish [
    set shape "circle"
    set color brown + 1.5
    set size 0.15
    set xcor 8 - random 23
    set ycor random-pycor ]
  create-feed number-of-fish [
    set shape "circle"
    set color brown + 1.5
    set size 0.15
    set xcor 8 - random 23
    set ycor random-pycor ]
    create-feed number-of-fish [
    set shape "circle"
    set color brown + 1.5
    set size 0.15
    set xcor 8 - random 23
      set ycor random-pycor ]
    if fish-type = "Tilapia" [
      set feeding-GHGs 0.0004152 ]
    if fish-type = "Walleye" [
      set feeding-GHGs 0.001313 ]
    if fish-type = "Salmon" [
      set feeding-GHGs 0.01383 ]
    if fish-type = "Catfish" [
      set feeding-GHGs 0.007620 ]
    set total-feeding-GHG-emissions total-feeding-GHG-emissions + (feeding-GHGs * number-of-fish * 3)
  ;; PUMP EMISSIONS SETUP ;;
  if climate = "Humid Continental" [
    set pumping-GHGs 0.0060948 ]
  if climate = "Temperate" [
    set pumping-GHGs 0.0060948 ]
  if climate = "Tropical" [
    set pumping-GHGs 0.0060948 ]
  if climate = "Humid Subtropical" [
    set pumping-GHGs 0.0060948 ]
  ;;; LIGHTING EMISSIONS SETUP ;;;
  ;;; Three & Four Columns ;;;
  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Basil" and climate = "Humid Continental" and season = "Spring"  [set lighting-GHGs 0.010299]
  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Basil" and climate = "Humid Continental" and season = "Summer"  [set lighting-GHGs 0]
  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Basil" and climate = "Humid Continental" and season = "Fall"  [set lighting-GHGs 0 ]
  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Basil" and climate = "Humid Continental" and season = "Winter"  [set lighting-GHGs 0.048921]
  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Basil" and climate = "Temperate" and season = "Spring"  [set lighting-GHGs 0]
  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Basil" and climate = "Temperate" and season = "Summer"  [set lighting-GHGs 0]
  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Basil" and climate = "Temperate" and season = "Fall"  [set lighting-GHGs 0.02967]
  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Basil" and climate = "Temperate" and season = "Winter"  [set lighting-GHGs 0.05506]
  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Basil" and climate = "Tropical" and season = "Spring"  [set lighting-GHGs 0]
  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Basil" and climate = "Tropical" and season = "Summer"  [set lighting-GHGs 0]
  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Basil" and climate = "Tropical" and season = "Fall"  [set lighting-GHGs 0.01700]
  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Basil" and climate = "Tropical" and season = "Winter"  [set lighting-GHGs 0.02267]
  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Basil" and climate = "Humid Subtropical" and season = "Spring"  [set lighting-GHGs 0]
  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Basil" and climate = "Humid Subtropical" and season = "Summer"  [set lighting-GHGs 0]
  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Basil" and climate = "Humid Subtropical" and season = "Fall"  [set lighting-GHGs 0.08372]
  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Basil" and climate = "Humid Subtropical" and season = "Winter"  [set lighting-GHGs 0.016744]

  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Lettuce" or plant-type = "Default" and climate = "Humid Continental" and season = "Spring"  [set lighting-GHGs 0]
  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Lettuce" or plant-type = "Default" and climate = "Humid Continental" and season = "Summer"  [set lighting-GHGs 0]
  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Lettuce" or plant-type = "Default" and climate = "Humid Continental" and season = "Fall"  [set lighting-GHGs 0]
  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Lettuce" or plant-type = "Default" and climate = "Humid Continental" and season = "Winter"  [set lighting-GHGs 0.02685]
  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Lettuce" or plant-type = "Default" and climate = "Temperate" and season = "Spring"  [set lighting-GHGs 0]
  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Lettuce" or plant-type = "Default" and climate = "Temperate" and season = "Summer"  [set lighting-GHGs 0]
  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Lettuce" or plant-type = "Default" and climate = "Temperate" and season = "Fall"  [set lighting-GHGs 0 ]
  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Lettuce" or plant-type = "Default" and climate = "Temperate" and season = "Winter"  [set lighting-GHGs 0.022089]
  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Lettuce" or plant-type = "Default" and climate = "Tropical" and season = "Spring"  [set lighting-GHGs 0]
  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Lettuce" or plant-type = "Default" and climate = "Tropical" and season = "Summer"  [set lighting-GHGs 0]
  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Lettuce" or plant-type = "Default" and climate = "Tropical" and season = "Fall"  [set lighting-GHGs 0 ]
  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Lettuce" or plant-type = "Default" and climate = "Tropical" and season = "Winter"  [set lighting-GHGs 0]
  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Lettuce" or plant-type = "Default" and climate = "Humid Subtropical" and season = "Spring"  [set lighting-GHGs 0]
  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Lettuce" or plant-type = "Default" and climate = "Humid Subtropical" and season = "Summer"  [set lighting-GHGs 0]
  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Lettuce" or plant-type = "Default" and climate = "Humid Subtropical" and season = "Fall"  [set lighting-GHGs 0]
  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Lettuce" or plant-type = "Default" and climate = "Humid Subtropical" and season = "Winter"  [set lighting-GHGs 0.05581]

  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Tomato" and climate = "Humid Continental" and season = "Spring"  [set lighting-GHGs 0.01030]
  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Tomato" and climate = "Humid Continental" and season = "Summer"  [set lighting-GHGs 0]
  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Tomato" and climate = "Humid Continental" and season = "Fall"  [set lighting-GHGs 0]
  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Tomato" and climate = "Humid Continental" and season = "Winter"  [set lighting-GHGs 0.04892]
  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Tomato" and climate = "Temperate" and season = "Spring"  [set lighting-GHGs 0]
  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Tomato" and climate = "Temperate" and season = "Summer"  [set lighting-GHGs 0]
  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Tomato" and climate = "Temperate" and season = "Fall"  [set lighting-GHGs 0.02967]
  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Tomato" and climate = "Temperate" and season = "Winter"  [ set lighting-GHGs 0.05506]
  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Tomato" and climate = "Tropical" and season = "Spring"  [set lighting-GHGs 0]
  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Tomato" and climate = "Tropical" and season = "Summer"  [set lighting-GHGs 0]
  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Tomato" and climate = "Tropical" and season = "Fall"  [set lighting-GHGs 0.01700]
  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Tomato" and climate = "Tropical" and season = "Winter"  [set lighting-GHGs 0.02267]
  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Tomato" and climate = "Humid Subtropical" and season = "Spring"  [set lighting-GHGs 0]
  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Tomato" and climate = "Humid Subtropical" and season = "Summer"  [set lighting-GHGs 0]
  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Tomato" and climate = "Humid Subtropical" and season = "Fall"  [set lighting-GHGs 0.08372]
  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Tomato" and climate = "Humid Subtropical" and season = "Winter"  [set lighting-GHGs 0.16744]

  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Pepper" and climate = "Humid Continental" and season = "Spring"  [set lighting-GHGs 0.054439]
  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Pepper" and climate = "Humid Continental" and season = "Summer"  [set lighting-GHGs 0.041197]
  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Pepper" and climate = "Humid Continental" and season = "Fall"  [set lighting-GHGs 0.031265]
  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Pepper" and climate = "Humid Continental" and season = "Winter"  [set lighting-GHGs 0.093061]
  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Pepper" and climate = "Temperate" and season = "Spring"  [set lighting-GHGs 0]
  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Pepper" and climate = "Temperate" and season = "Summer"  [set lighting-GHGs 0]
  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Pepper" and climate = "Temperate" and season = "Fall"  [set lighting-GHGs 0.095611]
  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Pepper" and climate = "Temperate" and season = "Winter"  [set lighting-GHGs 0.120997]
  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Pepper" and climate = "Tropical" and season = "Spring"  [set lighting-GHGs 0.04534]
  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Pepper" and climate = "Tropical" and season = "Summer"  [set lighting-GHGs 0.03967]
  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Pepper" and climate = "Tropical" and season = "Fall"  [set lighting-GHGs 0.06234]
  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Pepper" and climate = "Tropical" and season = "Winter"  [ set lighting-GHGs 0.06801]
  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Pepper" and climate = "Humid Subtropical" and season = "Spring"  [set lighting-GHGs 0.2233]
  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Pepper" and climate = "Humid Subtropical" and season = "Summer"  [set lighting-GHGs 0.1674]
  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Pepper" and climate = "Humid Subtropical" and season = "Fall"  [set lighting-GHGs 0.30697]
  if number-of-plant-columns = 3 or number-of-plant-columns = 4 and plant-type = "Pepper" and climate = "Humid Subtropical" and season = "Winter"  [set lighting-GHGs 0.3907]

  ;;;Five Columns;;;
  if number-of-plant-columns = 5 and plant-type = "Basil" and climate = "Humid Continental" and season = "Spring"  [set lighting-GHGs 0.01545]
  if number-of-plant-columns = 5 and plant-type = "Basil" and climate = "Humid Continental" and season = "Summer"  [set lighting-GHGs 0]
  if number-of-plant-columns = 5 and plant-type = "Basil" and climate = "Humid Continental" and season = "Fall"  [set lighting-GHGs 0 ]
  if number-of-plant-columns = 5 and plant-type = "Basil" and climate = "Humid Continental" and season = "Winter"  [set lighting-GHGs 0.07338]
  if number-of-plant-columns = 5 and plant-type = "Basil" and climate = "Temperate" and season = "Spring"  [set lighting-GHGs 0]
  if number-of-plant-columns = 5 and plant-type = "Basil" and climate = "Temperate" and season = "Summer"  [set lighting-GHGs 0]
  if number-of-plant-columns = 5 and plant-type = "Basil" and climate = "Temperate" and season = "Fall"  [set lighting-GHGs 0.04451]
  if number-of-plant-columns = 5 and plant-type = "Basil" and climate = "Temperate" and season = "Winter"  [set lighting-GHGs 0.08259]
  if number-of-plant-columns = 5 and plant-type = "Basil" and climate = "Tropical" and season = "Spring"  [set lighting-GHGs 0]
  if number-of-plant-columns = 5 and plant-type = "Basil" and climate = "Tropical" and season = "Summer"  [set lighting-GHGs 0]
  if number-of-plant-columns = 5 and plant-type = "Basil" and climate = "Tropical" and season = "Fall"  [set lighting-GHGs 0.02550]
  if number-of-plant-columns = 5 and plant-type = "Basil" and climate = "Tropical" and season = "Winter"  [set lighting-GHGs 0.03401]
  if number-of-plant-columns = 5 and plant-type = "Basil" and climate = "Humid Subtropical" and season = "Spring"  [set lighting-GHGs 0]
  if number-of-plant-columns = 5 and plant-type = "Basil" and climate = "Humid Subtropical" and season = "Summer"  [set lighting-GHGs 0]
  if number-of-plant-columns = 5 and plant-type = "Basil" and climate = "Humid Subtropical" and season = "Fall"  [set lighting-GHGs 0.1256]
  if number-of-plant-columns = 5 and plant-type = "Basil" and climate = "Humid Subtropical" and season = "Winter"  [set lighting-GHGs 0.2512]

  if number-of-plant-columns = 5 and plant-type = "Lettuce" or plant-type = "Default" and climate = "Humid Continental" and season = "Spring"  [set lighting-GHGs 0]
  if number-of-plant-columns = 5 and plant-type = "Lettuce" or plant-type = "Default" and climate = "Humid Continental" and season = "Summer"  [set lighting-GHGs 0]
  if number-of-plant-columns = 5 and plant-type = "Lettuce" or plant-type = "Default" and climate = "Humid Continental" and season = "Fall"  [set lighting-GHGs 0]
  if number-of-plant-columns = 5 and plant-type = "Lettuce" or plant-type = "Default" and climate = "Humid Continental" and season = "Winter"  [set lighting-GHGs 0.04028]
  if number-of-plant-columns = 5 and plant-type = "Lettuce" or plant-type = "Default" and climate = "Temperate" and season = "Spring"  [set lighting-GHGs 0]
  if number-of-plant-columns = 5 and plant-type = "Lettuce" or plant-type = "Default" and climate = "Temperate" and season = "Summer"  [set lighting-GHGs 0]
  if number-of-plant-columns = 5 and plant-type = "Lettuce" or plant-type = "Default" and climate = "Temperate" and season = "Fall"  [set lighting-GHGs 0 ]
  if number-of-plant-columns = 5 and plant-type = "Lettuce" or plant-type = "Default" and climate = "Temperate" and season = "Winter"  [set lighting-GHGs 0.03313]
  if number-of-plant-columns = 5 and plant-type = "Lettuce" or plant-type = "Default" and climate = "Tropical" and season = "Spring"  [set lighting-GHGs 0]
  if number-of-plant-columns = 5 and plant-type = "Lettuce" or plant-type = "Default" and climate = "Tropical" and season = "Summer"  [set lighting-GHGs 0]
  if number-of-plant-columns = 5 and plant-type = "Lettuce" or plant-type = "Default" and climate = "Tropical" and season = "Fall"  [set lighting-GHGs 0 ]
  if number-of-plant-columns = 5 and plant-type = "Lettuce" or plant-type = "Default" and climate = "Tropical" and season = "Winter"  [set lighting-GHGs 0]
  if number-of-plant-columns = 5 and plant-type = "Lettuce" or plant-type = "Default" and climate = "Humid Subtropical" and season = "Spring"  [set lighting-GHGs 0]
  if number-of-plant-columns = 5 and plant-type = "Lettuce" or plant-type = "Default" and climate = "Humid Subtropical" and season = "Summer"  [set lighting-GHGs 0]
  if number-of-plant-columns = 5 and plant-type = "Lettuce" or plant-type = "Default" and climate = "Humid Subtropical" and season = "Fall"  [set lighting-GHGs 0]
  if number-of-plant-columns = 5 and plant-type = "Lettuce" or plant-type = "Default" and climate = "Humid Subtropical" and season = "Winter"  [set lighting-GHGs 0.08372]

  if number-of-plant-columns = 5 and plant-type = "Tomato" and climate = "Humid Continental" and season = "Spring"  [set lighting-GHGs 0.01545]
  if number-of-plant-columns = 5 and plant-type = "Tomato" and climate = "Humid Continental" and season = "Summer"  [set lighting-GHGs 0]
  if number-of-plant-columns = 5 and plant-type = "Tomato" and climate = "Humid Continental" and season = "Fall"  [set lighting-GHGs 0]
  if number-of-plant-columns = 5 and plant-type = "Tomato" and climate = "Humid Continental" and season = "Winter"  [set lighting-GHGs 0.07338]
  if number-of-plant-columns = 5 and plant-type = "Tomato" and climate = "Temperate" and season = "Spring"  [set lighting-GHGs 0]
  if number-of-plant-columns = 5 and plant-type = "Tomato" and climate = "Temperate" and season = "Summer"  [set lighting-GHGs 0]
  if number-of-plant-columns = 5 and plant-type = "Tomato" and climate = "Temperate" and season = "Fall"  [set lighting-GHGs 0.04451]
  if number-of-plant-columns = 5 and plant-type = "Tomato" and climate = "Temperate" and season = "Winter"  [ set lighting-GHGs 0.08259]
  if number-of-plant-columns = 5 and plant-type = "Tomato" and climate = "Tropical" and season = "Spring"  [set lighting-GHGs 0]
  if number-of-plant-columns = 5 and plant-type = "Tomato" and climate = "Tropical" and season = "Summer"  [set lighting-GHGs 0]
  if number-of-plant-columns = 5 and plant-type = "Tomato" and climate = "Tropical" and season = "Fall"  [set lighting-GHGs 0.02550]
  if number-of-plant-columns = 5 and plant-type = "Tomato" and climate = "Tropical" and season = "Winter"  [set lighting-GHGs 0.03401]
  if number-of-plant-columns = 5 and plant-type = "Tomato" and climate = "Humid Subtropical" and season = "Spring"  [set lighting-GHGs 0]
  if number-of-plant-columns = 5 and plant-type = "Tomato" and climate = "Humid Subtropical" and season = "Summer"  [set lighting-GHGs 0]
  if number-of-plant-columns = 5 and plant-type = "Tomato" and climate = "Humid Subtropical" and season = "Fall"  [set lighting-GHGs 0.1256]
  if number-of-plant-columns = 5 and plant-type = "Tomato" and climate = "Humid Subtropical" and season = "Winter"  [set lighting-GHGs 0.2512]

  if number-of-plant-columns = 5 and plant-type = "Pepper" and climate = "Humid Continental" and season = "Spring"  [set lighting-GHGs 0.08166]
  if number-of-plant-columns = 5 and plant-type = "Pepper" and climate = "Humid Continental" and season = "Summer"  [set lighting-GHGs 0.06180]
  if number-of-plant-columns = 5 and plant-type = "Pepper" and climate = "Humid Continental" and season = "Fall"  [set lighting-GHGs 0.04690]
  if number-of-plant-columns = 5 and plant-type = "Pepper" and climate = "Humid Continental" and season = "Winter"  [set lighting-GHGs 0.1396]
  if number-of-plant-columns = 5 and plant-type = "Pepper" and climate = "Temperate" and season = "Spring"  [set lighting-GHGs 0]
  if number-of-plant-columns = 5 and plant-type = "Pepper" and climate = "Temperate" and season = "Summer"  [set lighting-GHGs 0]
  if number-of-plant-columns = 5 and plant-type = "Pepper" and climate = "Temperate" and season = "Fall"  [set lighting-GHGs 0.1434]
  if number-of-plant-columns = 5 and plant-type = "Pepper" and climate = "Temperate" and season = "Winter"  [set lighting-GHGs 0.1815]
  if number-of-plant-columns = 5 and plant-type = "Pepper" and climate = "Tropical" and season = "Spring"  [set lighting-GHGs 0.06801]
  if number-of-plant-columns = 5 and plant-type = "Pepper" and climate = "Tropical" and season = "Summer"  [set lighting-GHGs 0.05951]
  if number-of-plant-columns = 5 and plant-type = "Pepper" and climate = "Tropical" and season = "Fall"  [set lighting-GHGs 0.09351]
  if number-of-plant-columns = 5 and plant-type = "Pepper" and climate = "Tropical" and season = "Winter"  [ set lighting-GHGs 0.1020]
  if number-of-plant-columns = 5 and plant-type = "Pepper" and climate = "Humid Subtropical" and season = "Spring"  [set lighting-GHGs 0.3349]
  if number-of-plant-columns = 5 and plant-type = "Pepper" and climate = "Humid Subtropical" and season = "Summer"  [set lighting-GHGs 0.2512]
  if number-of-plant-columns = 5 and plant-type = "Pepper" and climate = "Humid Subtropical" and season = "Fall"  [set lighting-GHGs 0.4604]
  if number-of-plant-columns = 5 and plant-type = "Pepper" and climate = "Humid Subtropical" and season = "Winter"  [set lighting-GHGs 0.5860]

  ;;; HEATING EMISSIONS SETUP ;;;
  if fish-type = "Tilapia" and climate = "Humid Continental" and season = "Spring" [set heating-GHGs 5.7451]
  if fish-type = "Tilapia" and climate = "Humid Continental" and season = "Summer" [set heating-GHGs 1.7258]
  if fish-type = "Tilapia" and climate = "Humid Continental" and season = "Fall" [set heating-GHGs 5.2001]
  if fish-type = "Tilapia" and climate = "Humid Continental" and season = "Winter" [set heating-GHGs 9.7815]
  if fish-type = "Tilapia" and climate = "Temperate" and season = "Spring" [set heating-GHGs 4.2918]
  if fish-type = "Tilapia" and climate = "Temperate" and season = "Summer" [set heating-GHGs 1.0219]
  if fish-type = "Tilapia" and climate = "Temperate" and season = "Fall" [set heating-GHGs 3.5765]
  if fish-type = "Tilapia" and climate = "Temperate" and season = "Winter" [set heating-GHGs 6.0290]
  if fish-type = "Tilapia" and climate = "Tropical" and season = "Spring" [set heating-GHGs 0.5734]
  if fish-type = "Tilapia" and climate = "Tropical" and season = "Summer" [set heating-GHGs 0]
  if fish-type = "Tilapia" and climate = "Tropical" and season = "Fall" [set heating-GHGs 0.11922]
  if fish-type = "Tilapia" and climate = "Tropical" and season = "Winter" [set heating-GHGs 1.6747]
  if fish-type = "Tilapia" and climate = "Humid Subtropical" and season = "Spring" [set heating-GHGs 3.9456]
  if fish-type = "Tilapia" and climate = "Humid Subtropical" and season = "Summer" [set heating-GHGs 0.62453]
  if fish-type = "Tilapia" and climate = "Humid Subtropical" and season = "Fall" [set heating-GHGs 2.7250]
  if fish-type = "Tilapia" and climate = "Humid Subtropical" and season = "Winter" [set heating-GHGs 6.2448]

  if fish-type = "Walleye" and climate = "Humid Continental" and season = "Spring" [set heating-GHGs 4.8936]
  if fish-type = "Walleye" and climate = "Humid Continental" and season = "Summer" [set heating-GHGs 0]
  if fish-type = "Walleye" and climate = "Humid Continental" and season = "Fall" [set heating-GHGs 4.3486]
  if fish-type = "Walleye" and climate = "Humid Continental" and season = "Winter" [set heating-GHGs 8.9299]
  if fish-type = "Walleye" and climate = "Temperate" and season = "Spring" [set heating-GHGs 3.4403]
  if fish-type = "Walleye" and climate = "Temperate" and season = "Summer" [set heating-GHGs 0]
  if fish-type = "Walleye" and climate = "Temperate" and season = "Fall" [set heating-GHGs 2.7250]
  if fish-type = "Walleye" and climate = "Temperate" and season = "Winter" [set heating-GHGs 5.1774]
  if fish-type = "Walleye" and climate = "Tropical" and season = "Spring" [set heating-GHGs 0]
  if fish-type = "Walleye" and climate = "Tropical" and season = "Summer" [set heating-GHGs 0]
  if fish-type = "Walleye" and climate = "Tropical" and season = "Fall" [set heating-GHGs 0]
  if fish-type = "Walleye" and climate = "Tropical" and season = "Winter" [set heating-GHGs 0.82316]
  if fish-type = "Walleye" and climate = "Humid Subtropical" and season = "Spring" [set heating-GHGs 3.0940]
  if fish-type = "Walleye" and climate = "Humid Subtropical" and season = "Summer" [set heating-GHGs 0]
  if fish-type = "Walleye" and climate = "Humid Subtropical" and season = "Fall" [set heating-GHGs 1.8734]
  if fish-type = "Walleye" and climate = "Humid Subtropical" and season = "Winter" [set heating-GHGs 5.3932]

  if fish-type = "Salmon" or fish-type = "Default" and climate = "Humid Continental" and season = "Spring"  [set heating-GHGs 2.3389]
  if fish-type = "Salmon" or fish-type = "Default" and climate = "Humid Continental" and season = "Summer"  [set heating-GHGs 0]
  if fish-type = "Salmon" or fish-type = "Default" and climate = "Humid Continental" and season = "Fall"  [set heating-GHGs 1.7939]
  if fish-type = "Salmon" or fish-type = "Default" and climate = "Humid Continental" and season = "Winter"  [set heating-GHGs 6.3753]
  if fish-type = "Salmon" or fish-type = "Default" and climate = "Temperate" and season = "Spring" [set heating-GHGs 0.88561]
  if fish-type = "Salmon" or fish-type = "Default" and climate = "Temperate" and season = "Summer" [set heating-GHGs 0]
  if fish-type = "Salmon" or fish-type = "Default" and climate = "Temperate" and season = "Fall" [set heating-GHGs 0.17031]
  if fish-type = "Salmon" or fish-type = "Default" and climate = "Temperate" and season = "Winter" [set heating-GHGs 2.6228]
  if fish-type = "Salmon" or fish-type = "Default" and climate = "Tropical" and season = "Spring" [set heating-GHGs 0]
  if fish-type = "Salmon" or fish-type = "Default" and climate = "Tropical" and season = "Summer" [set heating-GHGs 0]
  if fish-type = "Salmon" or fish-type = "Default" and climate = "Tropical" and season = "Fall" [set heating-GHGs 0]
  if fish-type = "Salmon" or fish-type = "Default" and climate = "Tropical" and season = "Winter" [set heating-GHGs 0]
  if fish-type = "Salmon" or fish-type = "Default" and climate = "Humid Subtropical" and season = "Spring" [set heating-GHGs 0.53937]
  if fish-type = "Salmon" or fish-type = "Default" and climate = "Humid Subtropical" and season = "Summer" [set heating-GHGs 0]
  if fish-type = "Salmon" or fish-type = "Default" and climate = "Humid Subtropical" and season = "Fall" [set heating-GHGs 0]
  if fish-type = "Salmon" or fish-type = "Default" and climate = "Humid Subtropical" and season = "Winter" [set heating-GHGs 2.8386]

  if fish-type = "Catfish" and climate = "Humid Continental" and season = "Spring"  [set heating-GHGs 6.5967]
  if fish-type = "Catfish" and climate = "Humid Continental" and season = "Summer"  [set heating-GHGs 2.5774]
  if fish-type = "Catfish" and climate = "Humid Continental" and season = "Fall"  [set heating-GHGs 6.0517]
  if fish-type = "Catfish" and climate = "Humid Continental" and season = "Winter"  [set heating-GHGs 10.6330]
  if fish-type = "Catfish" and climate = "Temperate" and season = "Spring" [set heating-GHGs 5.1434]
  if fish-type = "Catfish" and climate = "Temperate" and season = "Summer" [set heating-GHGs 1.8734]
  if fish-type = "Catfish" and climate = "Temperate" and season = "Fall" [set heating-GHGs 4.4281]
  if fish-type = "Catfish" and climate = "Temperate" and season = "Winter" [set heating-GHGs 6.8805]
  if fish-type = "Catfish" and climate = "Tropical" and season = "Spring" [set heating-GHGs 1.4249]
  if fish-type = "Catfish" and climate = "Tropical" and season = "Summer" [set heating-GHGs 0.22140]
  if fish-type = "Catfish" and climate = "Tropical" and season = "Fall" [set heating-GHGs 0.97077]
  if fish-type = "Catfish" and climate = "Tropical" and season = "Winter" [set heating-GHGs 2.5263]
  if fish-type = "Catfish" and climate = "Humid Subtropical" and season = "Spring" [set heating-GHGs 4.7971]
  if fish-type = "Catfish" and climate = "Humid Subtropical" and season = "Summer" [set heating-GHGs 1.4761]
  if fish-type = "Catfish" and climate = "Humid Subtropical" and season = "Fall" [set heating-GHGs 3.5765]
  if fish-type = "Catfish" and climate = "Humid Subtropical" and season = "Winter" [set heating-GHGs 7.0963]
  reset-ticks
end 

;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;
;;;;;;;;; go procedure ;;;;;;;;;
;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;

to go
;;; RELEASE MORE FEED ;;;
  if count fish = 0 [stop]
  ask feed [
    if count feed <= 6 [
      hatch-feed number-of-fish [
      set xcor max-pxcor - 10
      set ycor random max-pycor - random 18
      set heading random 360]
      set total-feeding-GHG-emissions total-feeding-GHG-emissions + (feeding-GHGs * number-of-fish)
      hatch-feed number-of-fish [
      set xcor max-pxcor - 16
      set ycor random max-pycor - random 12
      set heading random 360 ]
      set total-feeding-GHG-emissions total-feeding-GHG-emissions + (feeding-GHGs * number-of-fish)
      hatch-feed number-of-fish [
      set xcor max-pxcor - 24
      set ycor random max-pycor - random 22
      set heading random 360 ]
     set total-feeding-GHG-emissions total-feeding-GHG-emissions + (feeding-GHGs * number-of-fish) ]
   if count feed <= 50 and fish-type = "Salmon" or fish-type = "Default" [
      hatch-feed number-of-fish [
      set xcor max-pxcor - 10
      set ycor random max-pycor - random 18
      set heading random 360]
      set total-feeding-GHG-emissions total-feeding-GHG-emissions + (feeding-GHGs * number-of-fish)
      hatch-feed number-of-fish [
      set xcor max-pxcor - 16
      set ycor random max-pycor - random 12
      set heading random 360 ]
      set total-feeding-GHG-emissions total-feeding-GHG-emissions + (feeding-GHGs * number-of-fish)
      hatch-feed number-of-fish [
      set xcor max-pxcor - 24
      set ycor random max-pycor - random 22
      set heading random 360 ]
     set total-feeding-GHG-emissions total-feeding-GHG-emissions + (feeding-GHGs * number-of-fish) ] ]
;;; FEED MOVES & AVOIDS LEFT & RIGHT EDGES ;;;
  ask feed [
    ifelse not can-move? 0.5
    [set heading 90 fd 1 ]
    [ifelse pcolor = black or pcolor = white
      [set heading 270 fd 2 ]
      [lt random 70
       rt random 70
       fd random-float 4 ] ] ]
;;; FISH MOVES & AVOIDS LEFT & RIGHT EDGES ;;;
  ask fish [
   ifelse not can-move? 0.5
     [set heading 90 fd 1.5 ]
     [ifelse pcolor = black or pcolor = white
       [set heading 270 fd 2 ]
       [lt random 50
        rt random 50
        fd random-float 0.25 ] ] ]
;;; FISH EAT & FEED TURNS TO NUTRIENTS ;;;
  ask fish [
   let prey one-of feed-here
    if prey != nobody [
      ask prey [
        set breed nutrients
        set shape "circle"
        set size 0.15
        set color brown - 2
        set heading 90 ] ] ]
;;; FISH GROW ;;;
  ask fish [
    if size < 2.5 and fish-type = "Tilapia" and any? fish and any? feed and distance one-of fish <= 2.5 and distance one-of feed <= 2.5
    [ set size size + 0.2 ]
    if size < 2.5 and fish-type = "Walleye" and any? fish and any? feed and distance one-of fish <= 2.5 and distance one-of feed <= 2.5
    [ set size size + 0.2 ]
    if size < 3 and fish-type = "Salmon" or fish-type = "Default" and any? fish and any? feed and distance one-of fish <= 2.5 and distance one-of feed <= 2.5
    [ set size size + 0.2 ]
    if size < 3 and fish-type = "Catfish" and any? fish and any? feed and distance one-of fish <= 2.5 and distance one-of feed <= 2.5
    [ set size size + 0.2 ] ]
;;; NUTRIENTS MOVES ;;;
  ask nutrients [
   ifelse not can-move? 0.75
    [ set heading 90 fd random-float 5 ]
    [ rt random 90
      lt random 90
      fd random-float 10 ]
     if not can-move? 0.75
    [set heading 270 fd 4]
     if not can-move? 0.25
    [die] ]
;;; FISH MORTALITY ;;;
  ask fish [
    if size <= 0.5 and ticks = 7300 ;; or ticks = 8000 or ticks =  12000 or ticks = 16000 or ticks = 20000 ;;
    [ set fish-death fish-death + 1
      die] ]
;;; HARVEST FISH ;;;
  ask fish [
    ifelse
    (Restock? = "on") [
    if size >= 2.5 and fish-type = "Tilapia"
    [ set size 0.5
      set total-harvested-fish total-harvested-fish + 1 ]
    if size >= 2.5 and fish-type = "Walleye"
    [ set size 0.5
      set total-harvested-fish total-harvested-fish + 1 ]
    if size >= 3 and fish-type = "Salmon"
    [ set size 1
      set total-harvested-fish total-harvested-fish + 1 ]
     if size >= 3 and fish-type = "Catfish"
    [ set size 1
        set total-harvested-fish total-harvested-fish + 1 ] ]
    [ if size >= 2.5 and fish-type = "Tilapia"
    [ set total-harvested-fish total-harvested-fish + 1
        die]
    if size >= 2.5 and fish-type = "Walleye"
    [ set total-harvested-fish total-harvested-fish + 1
        die ]
    if size >= 3 and fish-type = "Salmon" or fish-type = "Default"
    [ set total-harvested-fish total-harvested-fish + 1
     die ]
     if size >= 3 and fish-type = "Catfish"
    [ set total-harvested-fish total-harvested-fish + 1
        die ] ] ]
;;; PLANTS EAT ;;;
  ask plants [
   let fertilizer one-of nutrients-here
    if fertilizer != nobody [
      ask fertilizer [die] ] ]
;;; PLANTS GROW ;;;
  ask plants [
    if size < 2 and plant-type = "Basil"
    [ if any? plants and any? nutrients [
      if distance one-of plants <= 2 and distance one-of nutrients <= 2 [
        set size size + 0.35 ] ] ]
    if size < 2.5 and plant-type = "Lettuce" or plant-type = "Default"
    [ if any? plants and any? nutrients [
      if distance one-of plants <= 2 and distance one-of nutrients <= 2 [
        set size size + 0.25 ] ] ]
    if size < 2.5 and plant-type = "Tomato"
    [ if any? plants and any? nutrients [
      if distance one-of plants <= 2 and distance one-of nutrients <= 2 [
        set size size + 0.25 ] ] ]
    if size < 2.5 and plant-type = "Pepper"
    [ if any? plants and any? nutrients [
      if distance one-of plants <= 2 and distance one-of nutrients <= 2 [
        set size size + 0.25 ] ] ] ]
;;; HARVEST PLANTS ;;;
  ask plants [
    if size >= 2 and plant-type = "Basil"
    [ set size 0.5
      set total-harvested-plants total-harvested-plants + 1 ]
     if size >= 2.5 and plant-type = "Lettuce" or plant-type = "Default"
    [ set size 0.25
      set total-harvested-plants total-harvested-plants + 1 ]
     if size >= 2.5 and plant-type = "Tomato"
    [ set size 0.25
      set total-harvested-plants total-harvested-plants + 1 ]
     if size >= 2.5 and plant-type = "Pepper"
    [ set size 0.25
      set total-harvested-plants total-harvested-plants + 1 ] ]
;;; REPORTING GHG EMISSIONS ;;;
 set total-lighting-GHG-emissions total-lighting-GHG-emissions + lighting-GHGs
 set total-heating-GHG-emissions total-heating-GHG-emissions + heating-GHGs
 set total-pumping-GHG-emissions total-pumping-GHG-emissions + pumping-GHGs
 tick
end 

;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;
;;;;;;;;;;; reporters ;;;;;;;;;;;;;;
;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;

to-report lighting-greenhouse-gas-emissions
  report total-lighting-GHG-emissions
end 

to-report heating-greenhouse-gas-emissions
  report total-heating-GHG-emissions
end 

to-report feeding-greenhouse-gas-emissions
  report total-feeding-GHG-emissions
end 

to-report pumping-greenhouse-gas-emissions
  report total-pumping-GHG-emissions
end 

to-report greenhouse-gas-emissions
  report total-heating-GHG-emissions + total-lighting-GHG-emissions + total-feeding-GHG-emissions + total-pumping-GHG-emissions
end 

to-report harvested-fish
  report total-harvested-fish
end 

to-report harvested-plants
  report total-harvested-plants
end 

to-report fish-deaths
  report fish-death
end 

There is only one version of this model, created 6 days ago by Marissa Breitenstein.

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