•An improved YASSO model is proposed by considering residual spatial autocorrelation.•Model prediction errors are minimised using GIS data at the appropriate spatial scale.•Topographical factors describe 24-49% of variation in soil carbon.
Keywords: Amenorrhoea; Lupus nephritis; Nephrotic syndrome; Placental site trophoblastic tumor.