The dimension of the vector representing the species will depend on the settings. For instance, if we choose a single amino acid and a radius of 10 for the sequence environment, then we will get a vector of dimension 400 (20 amino acids x 20 positions). If we opt for the 20 amino acids and r = 10, then the vector will be of dimension 8000 (400 for each amino acid * 20 amino acids). Please, note that r is selected in the function env.sp() that will provide the input dataframe for the current function.