Arid Land Geography ›› 2023, Vol. 46 ›› Issue (8): 1376-1386.doi: 10.12118/j.issn.1000-6060.2022.486
• Regional Development • Previous Articles Next Articles
ZHANG Wenbin1,2(),ZHANG Zhibin2()
Received:
2022-09-25
Revised:
2022-12-09
Online:
2023-08-25
Published:
2023-09-21
ZHANG Wenbin, ZHANG Zhibin. Residential spatial differentiation based on extended niche theory: A case of Lanzhou City[J].Arid Land Geography, 2023, 46(8): 1376-1386.
Tab. 1
Data sources and acquisition instructions of indicators"
指标 | 数据来源 | 数据获取说明 |
---|---|---|
家庭月收入 | 问卷调查 | 各街道被调查居民的平均家庭月收入 |
户主学历 | 问卷调查 | 各街道被调查居民户主学历的众数 |
生活环境 | POI数据 | 通过街道内标准化的商业休闲娱乐、医院医疗机构、学校教育机构、工业企事业单位的网络爬虫POI数据等计算而得 |
自然环境 | POI数据 | 通过街道内街道中心点到黄河的距离和标准化的绿地公园面积等计算而得 |
交通环境 | POI数据 | 通过街道内标准化的道路长度、街道内标准化的公交站点数等计算而得 |
区位环境 | POI数据 | 通过街道内中心点到市中心距离等计算而得 |
Tab. 2
Single and comprehensive results of residential niche of each street in the main urban area of Lanzhou City"
主城区 | 街道 | Li | Ni | Ci | Di | Si | Ii | Ai | Pi | ENi |
---|---|---|---|---|---|---|---|---|---|---|
城关区 | 酒泉路街道 | 0.30 | 0.13 | 0.54 | 0.49 | 1.45 | 0.45 | 0.58 | 1.03 | 0.0248 |
张掖路街道 | 0.33 | 0.14 | 0.55 | 0.39 | 1.40 | 0.54 | 0.57 | 1.11 | 0.0251 | |
雁南街道 | 0.29 | 0.09 | 0.25 | 0.47 | 1.11 | 0.51 | 0.53 | 1.04 | 0.0215 | |
临夏路街道 | 0.33 | 0.13 | 0.48 | 0.38 | 1.31 | 0.45 | 0.54 | 0.99 | 0.0231 | |
雁北街道 | 0.23 | 0.08 | 0.20 | 0.46 | 0.98 | 0.53 | 0.40 | 0.93 | 0.0191 | |
五泉街道 | 0.26 | 0.12 | 0.22 | 0.43 | 1.03 | 0.47 | 0.54 | 1.01 | 0.0204 | |
白银路街道 | 0.28 | 0.14 | 0.35 | 0.45 | 1.22 | 0.41 | 0.72 | 1.14 | 0.0236 | |
皋兰路街道 | 0.29 | 0.13 | 0.45 | 0.46 | 1.34 | 0.46 | 0.48 | 0.95 | 0.0228 | |
广武门街道 | 0.30 | 0.15 | 0.54 | 0.49 | 1.48 | 0.45 | 0.60 | 1.05 | 0.0253 | |
伏龙坪街道 | 0.09 | 0.02 | 0.07 | 0.27 | 0.45 | 0.49 | 0.20 | 0.70 | 0.0114 | |
靖远路街道 | 0.26 | 0.11 | 0.23 | 0.41 | 1.08 | 0.49 | 0.41 | 0.90 | 0.0191 | |
草场街街道 | 0.23 | 0.11 | 0.31 | 0.45 | 1.10 | 0.51 | 0.35 | 0.86 | 0.0196 | |
火车站街道 | 0.23 | 0.09 | 0.23 | 0.38 | 0.93 | 0.48 | 0.38 | 0.86 | 0.0180 | |
拱星墩街道 | 0.28 | 0.12 | 0.21 | 0.47 | 1.09 | 0.47 | 0.57 | 1.04 | 0.0213 | |
东岗街道 | 0.21 | 0.09 | 0.20 | 0.49 | 0.98 | 0.49 | 0.29 | 0.78 | 0.0176 | |
团结新村街道 | 0.28 | 0.14 | 0.24 | 0.43 | 1.09 | 0.48 | 0.39 | 0.87 | 0.0196 | |
东岗西路街道 | 0.30 | 0.16 | 0.35 | 0.46 | 1.38 | 0.45 | 0.56 | 1.69 | 0.0226 | |
铁路东村街道 | 0.24 | 0.15 | 0.33 | 0.44 | 1.16 | 0.45 | 0.54 | 1.00 | 0.0216 | |
铁路西村街道 | 0.25 | 0.15 | 0.25 | 0.50 | 1.15 | 0.46 | 0.42 | 0.88 | 0.0203 | |
渭源路街道 | 0.29 | 0.21 | 0.42 | 0.44 | 1.38 | 0.44 | 0.82 | 1.69 | 0.0264 | |
盐场路街道 | 0.15 | 0.07 | 0.20 | 0.43 | 0.84 | 0.57 | 0.50 | 1.07 | 0.0191 | |
嘉峪关路街道 | 0.31 | 0.11 | 0.18 | 0.45 | 1.06 | 0.47 | 0.54 | 1.01 | 0.0207 | |
焦家湾街道 | 0.25 | 0.15 | 0.34 | 0.35 | 1.09 | 0.49 | 0.42 | 0.91 | 0.0200 | |
青白石街道 | 0.02 | 0.03 | 0.07 | 0.22 | 0.33 | 0.66 | 0.21 | 0.87 | 0.0121 | |
高新区街道 | 0.16 | 0.04 | 0.09 | 0.41 | 0.71 | 0.53 | 0.51 | 1.24 | 0.0175 | |
七里河区 | 西园街道 | 0.27 | 0.09 | 0.29 | 0.48 | 1.12 | 0.48 | 0.44 | 0.92 | 0.0205 |
西湖街道 | 0.24 | 0.17 | 0.37 | 0.42 | 1.19 | 0.62 | 0.92 | 1.54 | 0.0273 | |
建兰路街道 | 0.22 | 0.16 | 0.32 | 0.37 | 1.07 | 0.46 | 0.48 | 0.94 | 0.0201 | |
敦煌路街道 | 0.18 | 0.12 | 0.31 | 0.38 | 0.99 | 0.48 | 0.43 | 0.91 | 0.0190 | |
西站街道 | 0.20 | 0.10 | 0.32 | 0.48 | 1.10 | 0.47 | 0.43 | 0.90 | 0.0200 | |
晏家坪街道 | 0.14 | 0.07 | 0.22 | 0.45 | 0.88 | 0.56 | 0.14 | 0.70 | 0.0158 | |
龚家湾街道 | 0.15 | 0.13 | 0.26 | 0.35 | 0.90 | 0.62 | 0.53 | 1.16 | 0.0205 | |
土门墩街道 | 0.21 | 0.06 | 0.24 | 0.48 | 0.99 | 0.52 | 0.33 | 0.85 | 0.0184 | |
秀川街道 | 0.14 | 0.06 | 0.18 | 0.35 | 0.72 | 0.48 | 0.38 | 0.86 | 0.0159 | |
彭家坪街道 | 0.22 | 0.04 | 0.15 | 0.32 | 0.73 | 0.52 | 0.36 | 0.88 | 0.0162 | |
西固区 | 陈坪街道 | 0.14 | 0.07 | 0.14 | 0.37 | 0.72 | 0.55 | 0.41 | 0.97 | 0.0169 |
先锋路街道 | 0.08 | 0.16 | 0.17 | 0.37 | 0.78 | 0.48 | 0.35 | 0.83 | 0.0161 | |
福利路街道 | 0.11 | 0.13 | 0.27 | 0.38 | 0.88 | 0.48 | 0.46 | 0.93 | 0.0182 | |
西固城街道 | 0.12 | 0.12 | 0.20 | 0.39 | 0.83 | 0.49 | 0.54 | 1.03 | 0.0186 | |
四季青街道 | 0.17 | 0.05 | 0.10 | 0.33 | 0.64 | 0.52 | 0.33 | 0.86 | 0.0150 | |
临洮街街道 | 0.14 | 0.10 | 0.25 | 0.40 | 0.89 | 0.50 | 0.36 | 0.85 | 0.0175 | |
西柳沟街道 | 0.12 | 0.05 | 0.21 | 0.37 | 0.75 | 0.52 | 0.39 | 0.92 | 0.0166 | |
安宁区 | 培黎街道 | 0.23 | 0.19 | 0.39 | 0.42 | 1.24 | 0.38 | 0.97 | 1.67 | 0.0259 |
西路街道 | 0.11 | 0.15 | 0.35 | 0.37 | 1.08 | 0.61 | 0.99 | 1.67 | 0.0258 | |
沙井驿街道 | 0.09 | 0.08 | 0.13 | 0.31 | 0.61 | 0.53 | 0.37 | 0.90 | 0.0151 | |
十里店街道 | 0.24 | 0.12 | 0.26 | 0.39 | 1.09 | 0.49 | 0.55 | 1.04 | 0.0204 | |
孔家崖街道 | 0.24 | 0.15 | 0.29 | 0.38 | 1.06 | 0.47 | 0.60 | 1.08 | 0.0213 | |
银滩路街道 | 0.25 | 0.14 | 0.30 | 0.44 | 1.13 | 0.61 | 1.07 | 1.58 | 0.0281 | |
刘家堡街道 | 0.20 | 0.08 | 0.32 | 0.53 | 1.13 | 0.39 | 1.02 | 0.72 | 0.0255 | |
安宁堡街道 | 0.13 | 0.05 | 0.17 | 0.36 | 0.71 | 0.51 | 0.06 | 0.58 | 0.0129 |
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