基于POI的土地利用与轨道交通客流的空间特征
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彭诗尧, 陈绍宽, 许奇, 牛家祺
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Spatial characteristics of land use based on POI and urban rail transit passenger flow
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PENG Shiyao, CHEN Shaokuan, XU Qi, NIU Jiaqi
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表4 周六回归拟合参数估计结果
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Tab. 4 Results of Saturday's regression fitting parameter estimation
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| 粒度水平 | 影响因素/lip | OLS/β | SLM/β | SEM/β | SDM/β | GWR/β | | 1% | 5%
| 10% | 不显著 | 粗
粒
度 | 居住用地 | -2.432 | -2.424 | -2.395 | -2.503 | -6.213(12%) | -4.414(16%) | -3.935(15%) | -1.596(57%) | | 商业服务业设施用地 | 4.359*** | 4.359*** | 4.357*** | 4.346*** | 3.358(69%) | 1.504(7%) | 0.854(4%) | 0.125(20%) | | 公共管理与公共服务用地 | 9.679* | 9.432* | 9.629* | 8.695 | 18.115(7%) | 2.651(6%) | -2.217(9%) | -1.678(78%) | | 道路与交通设施用地 | -0.608 | -0.611 | -0.618 | -0.852 | 17.062(42%) | 10.451(15%) | 8.118(11%) | 6.130(32%) | | 绿地与广场用地 | -5.360 | -5.196 | -5.274 | -4.197 | -67.081(8%) | -30.039(2%) | 10.025(4%) | 0.028(86%) | | ρ | | 0.127 | | -0.024 | | | λ | | | 0.092 | | | 细
粒
度 | 居住 | -1.319 | -1.354 | -1.303 | -1.999 | 5.797(10%) | 3.334(19%) | 2.375(12%) | -0.034(59%) | | 美食 | 9.472** | 9.511*** | 9.393*** | 10.792*** | 18.912(76%) | 4.220(4%) | 4.224(3%) | 0.514(17%) | | 酒店 | 23.898 | 21.507 | 23.515 | 8.540 | -33.005(17%) | 15.636(21%) | -30.626(6%) | -3.314(56%) | | 写字楼 | 59.568*** | 59.713*** | 59.404*** | 57.193*** | 63.240(56%) | 51.826(9%) | 27.864(3%) | 10.797(32%) | | 公司单位 | -4.544* | -4.481* | -4.512* | -4.774* | -6.861(29%) | -4.987(17%) | -4.195(5%) | -1.504(49%) | | 休闲娱乐 | -58.196* | -58.977* | -58.585* | -107.261*** | -94.921(15%) | -68.644(48%) | -56.245(18%) | -40.797(19%) | | 公共游览 | 19.067 | 18.578 | 18.655 | 15.450 | 55.573(10%) | 25.549(26%) | 20.895(10%) | 12.053(54%) | | 科研教育 | -45.515 | -45.479* | -45.732* | 53.231** | -61.216(14%) | -59.024(43%) | -46.242(14%) | -25.193(29%) | | 政府机构 | 11.991 | 12.107 | 12.286 | 11.545 | 31.377(19%) | 18.163(8%) | 8.609(7%) | 4.756(66%) | | 对外交通 | -6.547 | -6.174 | -6.451 | -11.179 | 59.435(65%) | 12.966(8%) | -3.128(6%) | 4.881(21%) | | 公交车站 | 15.901 | 17.128 | 16.064 | 11.746 | 193.295(1%) | -83.031(5%) | 43.392(6%) | 7.562(88%) | | 绿地广场 | -2.843 | -2.437 | -2.695 | -1.360 | (0%) | -25.855(4%) | -8.709(2%) | 0.272(94%) | | ρ | | 0.247 | | -0.972 | | | λ | | | 0.088 | | |
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