基于POI的土地利用与轨道交通客流的空间特征

彭诗尧, 陈绍宽, 许奇, 牛家祺

Spatial characteristics of land use based on POI and urban rail transit passenger flow

PENG Shiyao, CHEN Shaokuan, XU Qi, NIU Jiaqi

表3 基于I级POI的回归模型拟合效果评价指标对比

Tab. 3 Comparison of evaluation indexes of regression models fitting effect based on I-level POI

模型 R2 校正的R2 对数似然值 AIC 残差的Moran's I OLS 0.650 0.612 - 4636.620 0.0775 SLM 0.653 0.616 -2212.674 4471.348 -0.0033 SEM 0.651 0.613 -2213.029 4472.059 -0.0035 SDM 0.684 0.608 -2198.581 4443.162 -0.0145 GWR 0.841 0.824 - 4449.164 0.0001