R codes

GLOBAL LULC

Land-Use Harmonization (LUH2) is part of the World Climate Research Program Coupled Model Intercomparison Project of advanced Earth System Models (ESM) able to estimate the combined effects of human activities (e.g. land use and fossil fuel emissions) on the carbon-climate system. Here I managed the LUH2 data from years 850 to 2100 and convert from NetCDF to TIFF format. I also create a new categorical data that is a land use land cover (LULC) based on raw LUH2 data

Forest classes of GCAM Demeter dataset

A recent Land-use product called GCAM-Demeter presents the highest global spatial resolution (0.05 º) until now, with future projections (2015-2100) under different scenarios of climate change (combination of SSPS and RCPs) Consistent with the design of CMIP6. Here I using mean of five GCMs and the first version (i.e the harmonized projection) to assess the forest classes through time and scenarios.