I am hoping to make future projections of LULC for Riau, Sumatra based on three future scenarios (I am currently thinking of doing them for 2050). To calculate changes in carbon stocks and sequestration future LULC raster maps are required. How can I make these in QGIS based on my own set of scenarios?
Any advice or suggestions would be great! Thank you!
@SamStrangward along with @dcdenu4’s pointer to the Scenario Generator, I’ll chime in a little more about creating scenarios. How they are created varies widely, depending on what kind of data you’re starting with, what kind of scenario it is, and what kind of information you’re incorporating into the scenario to change it from baseline conditions. So it’s really hard to provide generic guidance.
If you already have spatial data about where changes occur (in a shapefile or raster, for example), you can probably just use GIS techniques to change the appropriate pixels in the baseline landcover map, then update the biophysical table if needed. If your change information is not yet spatial, you’ll probably need to make it spatial by reclassifying certain LULC types based on how they’re likely to change, or whatever is appropriate for visualizing the elements of your scenario. Perhaps only certain areas will change, like a buffer around towns or rivers, in which case you’ll need to make these buffered features, and use them to change the pixels in the baseline landcover map. There are many possibilities for what’s needed to realize your scenario, thus many possible GIS techniques.
It is also possible that your scenarios only change the biophysical table, not the LULC map. For example, if you want to simply age all of your forest by 20 years, you can provide different carbon pool information without needing to alter the LULC map.
Thank you so much for such detailed advice it’s really helpful!
I am hoping to measure how different scenarios of palm oil expansion (I don’t currently have this scenario information but I am hoping to use different projections from literature to create scenarios) will impact peatland carbon stocks and rates of sequestration.
I will explore these different techniques to see what’s best for my idea. Thank you!