I'm working on a land-use model featuring a forested World where turtles (smallholders and companies) have the ability to convert forest into crop-land. I would like to introduce a feature that turtles 'own' the patches they convert and are able to revisit them later to get these patches certified. The main issue is that when turtles move-to crop-land patches to get them certified, they do not only move to those they 'own' but also jump across the world to other turtles' crop-land patches and certify those. I've tried a few different workarounds, but I seem to run into the same two issues eventually:
#1 - error: can't use who in a patch context
I wanted to use the 'who' variable to mark crop-land patches as belonging to the turtle that converted the patch, e.g., turtle 0 goes to the forest, converts it to crop-land and that patch of cropland should be 'owned' by turtle 0, i.e., the patches owned-by variable should be equivalent to the turtle's 'who'. The issue here is that 'who' is a turtles-own variable. So, when I use it in a patch-context it produces an error. For example, ask smallholders [move-to one-of patches with [[owner = who]] --> error.
#2 - can't manage to set a global variable = 'who'
Two, I tried to work around this by using a proxy variable: a globals-variable called 'owner-ID'. I would use set owner-ID who to imprint the turtles individual number to the owner-ID. This seems to work to some extent, namely that the patches' 'owner' variable corresponds to the turtle that converted the patch. It also works when counting how many patches of certified and conventional crop-land turtles own (see set-land-ownership command below). However, when the smallholders-certify-crop-land commands are triggered, turtles don't stick to the patches they own, but 'jump' across the world. When prompting turtles through the command-center ask turtles [print owner-ID] they all return the same owner-ID value. I feel there might be a mistake in my move-to command-line but I just can't find it.
Summary & Question I want crop-land patches to be 'owned by' the turtles that converted them, and want turtles to move only to the patches they 'own' when certifying crop-land patches, not to patches they don't own. I guess my questions revolve around whether it's possible to somehow use the 'who' variable in a patch-context. And, if not, what a good workaround for the problem could look like.
Relevant code is below (I hope)!
globals [owner-ID]
turtles-own [conventional-land-ownership certified-land-ownership]
patches-own [owned-by owner certified?]
to setup [
ask patches [
set pcolor green ;; green = forest
set certified? "no"
set owner "nobody"
]
]
to go
ask turtles [set-land-ownership]
ask smallholders [check-smallholder-status]
tick
end
to set-land-ownership
ask smallholders [
set owner-ID who
set conventional-land-ownership count patches with [owner = owner-ID and certified? = "no"]
set certified-land-ownership count patches with [owner = owner-ID and certified? = "yes"]
]
end
to check-smallholder-status
if wealth >= 0 and (conventional-land-ownership + certified-land-ownership) < SH_max-land-ownership [
smallholders-choose-activity
]
if wealth < 0 [
set color red
set shape "cow skull"
]
if (conventional-land-ownership + certified-land-ownership) >= SH_max-land-ownership [
set color orange + 2
]
end
;; smallholders-choose-activities is a reporter-based command where turtles choose the most economical option available. One of the outcomes is: smallholders-certify-crop-land
to smallholders-certify-crop-land
let available-patch max-one-of patches with [owner = owner-ID and certified? = "no"] [count neighbors with [certified? = "yes"]]
ifelse not any? turtles-on available-patch [
move-to available-patch
]
[]
set wealth wealth - smallholder-certification-cost
set pcolor brown + 1
set certified? "yes"
end