Estimating Housing Vacancy Rate Using Nightlight and POI: A Case Study of Main Urban Area of Xi'an City, China
被引:3
作者:
Yang, Pengfei
论文数: 0引用数: 0
h-index: 0
机构:
Northwest Normal Univ, Coll Geog & Environm Sci, Lanzhou 730070, Peoples R ChinaNorthwest Normal Univ, Coll Geog & Environm Sci, Lanzhou 730070, Peoples R China
Yang, Pengfei
[1
]
Pan, Jinghu
论文数: 0引用数: 0
h-index: 0
机构:
Northwest Normal Univ, Coll Geog & Environm Sci, Lanzhou 730070, Peoples R ChinaNorthwest Normal Univ, Coll Geog & Environm Sci, Lanzhou 730070, Peoples R China
Pan, Jinghu
[1
]
机构:
[1] Northwest Normal Univ, Coll Geog & Environm Sci, Lanzhou 730070, Peoples R China
来源:
APPLIED SCIENCES-BASEL
|
2022年
/
12卷
/
23期
基金:
中国国家自然科学基金;
英国科研创新办公室;
关键词:
housing vacancy rate;
Luojia-1;
POI;
spatial pattern;
nighttime light main urban area of Xi'an;
GHOST CITIES;
LAND;
D O I:
10.3390/app122312328
中图分类号:
O6 [化学];
学科分类号:
0703 ;
摘要:
Estimating the housing vacancy rate (HVR) has always been a hard-to-break point in the study of housing vacancy. This paper used nighttime light and POI (point of interest) data to estimate the HVR in the main urban area of Xi'an city based on extracting built-up areas. The built-up area was extracted using the threshold method, and the spatial resolution of the results was 130 m (same as Luojia-1). Meanwhile, after removing the non-residential areas from the images, the HVRs for the period 2018-2019 from four nighttime light images were calculated, and the HVR of the main urban area of Xi'an city was estimated using the average method and its spatial patterns were analyzed. The results show that: (1) Luojia-1 has great advantages in estimating urban HVRs. The HVRs calculated by Luojia-1 were characterized by a high resolution and a short calculation time. (2) After estimating the results of the four scenes' remote sensing images, it was found that the results obtained using the average were closest to the actual vacancy situation, and the spatial distribution of the vacancy could be seen using the minimum values. (3) The overall housing occupancy in Xi'an city was good, and the HVRs were low, but the overall vacancy rate for the edge of the built-up area was high. The government should devote more attention to places with high HVRs.
机构:
Framingham State Univ, Dept Geog, 100 State St, Framingham, MA 01701 USAFramingham State Univ, Dept Geog, 100 State St, Framingham, MA 01701 USA
Bentley, George C.
McCutcheon, Priscilla
论文数: 0引用数: 0
h-index: 0
机构:
Univ Louisville, Dept Geog & Geosci, Louisville, KY 40292 USA
Univ Louisville, Dept Pan African Studies, Louisville, KY 40292 USAFramingham State Univ, Dept Geog, 100 State St, Framingham, MA 01701 USA
McCutcheon, Priscilla
Cromley, Robert G.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Connecticut, Dept Geog, Campus Unit 414, Storrs, CT 06269 USAFramingham State Univ, Dept Geog, 100 State St, Framingham, MA 01701 USA
Cromley, Robert G.
Hanink, Dean M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Connecticut, Dept Geog, Campus Unit 414, Storrs, CT 06269 USAFramingham State Univ, Dept Geog, 100 State St, Framingham, MA 01701 USA
机构:
Columbia Univ, Mailman Sch Publ Hlth, Dept Epidemiol, New York, NY 10032 USA
Univ Penn, Perelman Sch Med, Dept Biostat Epidemiol & Informat, Philadelphia, PA 19104 USAColumbia Univ, Mailman Sch Publ Hlth, Dept Epidemiol, New York, NY 10032 USA
Branas, Charles C.
South, Eugenia
论文数: 0引用数: 0
h-index: 0
机构:
Univ Penn, Perelman Sch Med, Dept Emergency Med, Philadelphia, PA 19104 USAColumbia Univ, Mailman Sch Publ Hlth, Dept Epidemiol, New York, NY 10032 USA
South, Eugenia
Kondo, Michelle C.
论文数: 0引用数: 0
h-index: 0
机构:
US Forest Serv, USDA, Northern Res Stn, Philadelphia, PA 19103 USAColumbia Univ, Mailman Sch Publ Hlth, Dept Epidemiol, New York, NY 10032 USA
Kondo, Michelle C.
Hohl, Bernadette C.
论文数: 0引用数: 0
h-index: 0
机构:
Rutgers State Univ, Sch Publ Hlth, Dept Epidemiol, Piscataway, NJ 08854 USA
Rutgers State Univ, Sch Criminal Justice, Newark, NJ 07102 USAColumbia Univ, Mailman Sch Publ Hlth, Dept Epidemiol, New York, NY 10032 USA
Hohl, Bernadette C.
Bourgois, Philippe
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Geffen Sch Med, Dept Psychiat, Ctr Social Med, Los Angeles, CA 90095 USAColumbia Univ, Mailman Sch Publ Hlth, Dept Epidemiol, New York, NY 10032 USA
Bourgois, Philippe
Wiebe, Douglas J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Penn, Perelman Sch Med, Dept Biostat Epidemiol & Informat, Philadelphia, PA 19104 USAColumbia Univ, Mailman Sch Publ Hlth, Dept Epidemiol, New York, NY 10032 USA
Wiebe, Douglas J.
MacDonald, John M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Penn, Sch Arts & Sci, Dept Criminol, Philadelphia, PA 19104 USAColumbia Univ, Mailman Sch Publ Hlth, Dept Epidemiol, New York, NY 10032 USA
机构:
E China Normal Univ, Minist Educ, Key Lab Geog Informat Sci, Shanghai 200241, Peoples R ChinaE China Normal Univ, Minist Educ, Key Lab Geog Informat Sci, Shanghai 200241, Peoples R China
Chen, Zuoqi
Yu, Bailang
论文数: 0引用数: 0
h-index: 0
机构:
E China Normal Univ, Minist Educ, Key Lab Geog Informat Sci, Shanghai 200241, Peoples R ChinaE China Normal Univ, Minist Educ, Key Lab Geog Informat Sci, Shanghai 200241, Peoples R China
Yu, Bailang
Hu, Yingjie
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Santa Barbara, Dept Geog, Santa Barbara, CA 93106 USAE China Normal Univ, Minist Educ, Key Lab Geog Informat Sci, Shanghai 200241, Peoples R China
Hu, Yingjie
Huang, Chang
论文数: 0引用数: 0
h-index: 0
机构:
Northwestern Univ, Coll Urban & Environm Sci, Xian 710127, Peoples R ChinaE China Normal Univ, Minist Educ, Key Lab Geog Informat Sci, Shanghai 200241, Peoples R China
Huang, Chang
Shi, Kaifang
论文数: 0引用数: 0
h-index: 0
机构:
E China Normal Univ, Minist Educ, Key Lab Geog Informat Sci, Shanghai 200241, Peoples R ChinaE China Normal Univ, Minist Educ, Key Lab Geog Informat Sci, Shanghai 200241, Peoples R China
Shi, Kaifang
Wu, Jianping
论文数: 0引用数: 0
h-index: 0
机构:
E China Normal Univ, Minist Educ, Key Lab Geog Informat Sci, Shanghai 200241, Peoples R ChinaE China Normal Univ, Minist Educ, Key Lab Geog Informat Sci, Shanghai 200241, Peoples R China
机构:
Capital Normal Univ, Coll Resources Environm & Tourism, Beijing 100048, Peoples R China
Capital Normal Univ, Beijing Adv Innovat Ctr Imaging Technol, Beijing 100048, Peoples R China
Chinese Acad Agr Sci, Agr Informat Inst, Beijing 100081, Peoples R ChinaCapital Normal Univ, Coll Resources Environm & Tourism, Beijing 100048, Peoples R China
Du, Mingzhu
Wang, Le
论文数: 0引用数: 0
h-index: 0
机构:
SUNY Buffalo, Dept Geog, Buffalo, NY 14261 USACapital Normal Univ, Coll Resources Environm & Tourism, Beijing 100048, Peoples R China
Wang, Le
Zou, Shengyuan
论文数: 0引用数: 0
h-index: 0
机构:
SUNY Buffalo, Dept Geog, Buffalo, NY 14261 USACapital Normal Univ, Coll Resources Environm & Tourism, Beijing 100048, Peoples R China
Zou, Shengyuan
Shi, Chen
论文数: 0引用数: 0
h-index: 0
机构:
Capital Normal Univ, Coll Resources Environm & Tourism, Beijing 100048, Peoples R China
Capital Normal Univ, Beijing Adv Innovat Ctr Imaging Technol, Beijing 100048, Peoples R ChinaCapital Normal Univ, Coll Resources Environm & Tourism, Beijing 100048, Peoples R China
机构:
Southwest Univ, Chongqing Engn Res Ctr Remote Sensing Big Data Ap, Sch Geog Sci, Chongqing 400715, Peoples R ChinaSouthwest Univ, Chongqing Engn Res Ctr Remote Sensing Big Data Ap, Sch Geog Sci, Chongqing 400715, Peoples R China
Ge, Wei
Yang, Hong
论文数: 0引用数: 0
h-index: 0
机构:
Southwest Univ, Chongqing Engn Res Ctr Remote Sensing Big Data Ap, Sch Geog Sci, Chongqing 400715, Peoples R China
Univ Reading, Dept Geog & Environm Sci, Reading RG6 6AB, Berks, EnglandSouthwest Univ, Chongqing Engn Res Ctr Remote Sensing Big Data Ap, Sch Geog Sci, Chongqing 400715, Peoples R China
Yang, Hong
Zhu, Xiaobo
论文数: 0引用数: 0
h-index: 0
机构:
Southwest Univ, Chongqing Engn Res Ctr Remote Sensing Big Data Ap, Sch Geog Sci, Chongqing 400715, Peoples R ChinaSouthwest Univ, Chongqing Engn Res Ctr Remote Sensing Big Data Ap, Sch Geog Sci, Chongqing 400715, Peoples R China
Zhu, Xiaobo
Ma, Mingguo
论文数: 0引用数: 0
h-index: 0
机构:
Southwest Univ, Chongqing Engn Res Ctr Remote Sensing Big Data Ap, Sch Geog Sci, Chongqing 400715, Peoples R ChinaSouthwest Univ, Chongqing Engn Res Ctr Remote Sensing Big Data Ap, Sch Geog Sci, Chongqing 400715, Peoples R China
Ma, Mingguo
Yang, Yuli
论文数: 0引用数: 0
h-index: 0
机构:
Lanzhou Univ Technol, Sch Civil Engn, Lanzhou 730050, Gansu, Peoples R ChinaSouthwest Univ, Chongqing Engn Res Ctr Remote Sensing Big Data Ap, Sch Geog Sci, Chongqing 400715, Peoples R China
机构:
Framingham State Univ, Dept Geog, 100 State St, Framingham, MA 01701 USAFramingham State Univ, Dept Geog, 100 State St, Framingham, MA 01701 USA
Bentley, George C.
McCutcheon, Priscilla
论文数: 0引用数: 0
h-index: 0
机构:
Univ Louisville, Dept Geog & Geosci, Louisville, KY 40292 USA
Univ Louisville, Dept Pan African Studies, Louisville, KY 40292 USAFramingham State Univ, Dept Geog, 100 State St, Framingham, MA 01701 USA
McCutcheon, Priscilla
Cromley, Robert G.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Connecticut, Dept Geog, Campus Unit 414, Storrs, CT 06269 USAFramingham State Univ, Dept Geog, 100 State St, Framingham, MA 01701 USA
Cromley, Robert G.
Hanink, Dean M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Connecticut, Dept Geog, Campus Unit 414, Storrs, CT 06269 USAFramingham State Univ, Dept Geog, 100 State St, Framingham, MA 01701 USA
机构:
Columbia Univ, Mailman Sch Publ Hlth, Dept Epidemiol, New York, NY 10032 USA
Univ Penn, Perelman Sch Med, Dept Biostat Epidemiol & Informat, Philadelphia, PA 19104 USAColumbia Univ, Mailman Sch Publ Hlth, Dept Epidemiol, New York, NY 10032 USA
Branas, Charles C.
South, Eugenia
论文数: 0引用数: 0
h-index: 0
机构:
Univ Penn, Perelman Sch Med, Dept Emergency Med, Philadelphia, PA 19104 USAColumbia Univ, Mailman Sch Publ Hlth, Dept Epidemiol, New York, NY 10032 USA
South, Eugenia
Kondo, Michelle C.
论文数: 0引用数: 0
h-index: 0
机构:
US Forest Serv, USDA, Northern Res Stn, Philadelphia, PA 19103 USAColumbia Univ, Mailman Sch Publ Hlth, Dept Epidemiol, New York, NY 10032 USA
Kondo, Michelle C.
Hohl, Bernadette C.
论文数: 0引用数: 0
h-index: 0
机构:
Rutgers State Univ, Sch Publ Hlth, Dept Epidemiol, Piscataway, NJ 08854 USA
Rutgers State Univ, Sch Criminal Justice, Newark, NJ 07102 USAColumbia Univ, Mailman Sch Publ Hlth, Dept Epidemiol, New York, NY 10032 USA
Hohl, Bernadette C.
Bourgois, Philippe
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Geffen Sch Med, Dept Psychiat, Ctr Social Med, Los Angeles, CA 90095 USAColumbia Univ, Mailman Sch Publ Hlth, Dept Epidemiol, New York, NY 10032 USA
Bourgois, Philippe
Wiebe, Douglas J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Penn, Perelman Sch Med, Dept Biostat Epidemiol & Informat, Philadelphia, PA 19104 USAColumbia Univ, Mailman Sch Publ Hlth, Dept Epidemiol, New York, NY 10032 USA
Wiebe, Douglas J.
MacDonald, John M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Penn, Sch Arts & Sci, Dept Criminol, Philadelphia, PA 19104 USAColumbia Univ, Mailman Sch Publ Hlth, Dept Epidemiol, New York, NY 10032 USA
机构:
E China Normal Univ, Minist Educ, Key Lab Geog Informat Sci, Shanghai 200241, Peoples R ChinaE China Normal Univ, Minist Educ, Key Lab Geog Informat Sci, Shanghai 200241, Peoples R China
Chen, Zuoqi
Yu, Bailang
论文数: 0引用数: 0
h-index: 0
机构:
E China Normal Univ, Minist Educ, Key Lab Geog Informat Sci, Shanghai 200241, Peoples R ChinaE China Normal Univ, Minist Educ, Key Lab Geog Informat Sci, Shanghai 200241, Peoples R China
Yu, Bailang
Hu, Yingjie
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Santa Barbara, Dept Geog, Santa Barbara, CA 93106 USAE China Normal Univ, Minist Educ, Key Lab Geog Informat Sci, Shanghai 200241, Peoples R China
Hu, Yingjie
Huang, Chang
论文数: 0引用数: 0
h-index: 0
机构:
Northwestern Univ, Coll Urban & Environm Sci, Xian 710127, Peoples R ChinaE China Normal Univ, Minist Educ, Key Lab Geog Informat Sci, Shanghai 200241, Peoples R China
Huang, Chang
Shi, Kaifang
论文数: 0引用数: 0
h-index: 0
机构:
E China Normal Univ, Minist Educ, Key Lab Geog Informat Sci, Shanghai 200241, Peoples R ChinaE China Normal Univ, Minist Educ, Key Lab Geog Informat Sci, Shanghai 200241, Peoples R China
Shi, Kaifang
Wu, Jianping
论文数: 0引用数: 0
h-index: 0
机构:
E China Normal Univ, Minist Educ, Key Lab Geog Informat Sci, Shanghai 200241, Peoples R ChinaE China Normal Univ, Minist Educ, Key Lab Geog Informat Sci, Shanghai 200241, Peoples R China
机构:
Capital Normal Univ, Coll Resources Environm & Tourism, Beijing 100048, Peoples R China
Capital Normal Univ, Beijing Adv Innovat Ctr Imaging Technol, Beijing 100048, Peoples R China
Chinese Acad Agr Sci, Agr Informat Inst, Beijing 100081, Peoples R ChinaCapital Normal Univ, Coll Resources Environm & Tourism, Beijing 100048, Peoples R China
Du, Mingzhu
Wang, Le
论文数: 0引用数: 0
h-index: 0
机构:
SUNY Buffalo, Dept Geog, Buffalo, NY 14261 USACapital Normal Univ, Coll Resources Environm & Tourism, Beijing 100048, Peoples R China
Wang, Le
Zou, Shengyuan
论文数: 0引用数: 0
h-index: 0
机构:
SUNY Buffalo, Dept Geog, Buffalo, NY 14261 USACapital Normal Univ, Coll Resources Environm & Tourism, Beijing 100048, Peoples R China
Zou, Shengyuan
Shi, Chen
论文数: 0引用数: 0
h-index: 0
机构:
Capital Normal Univ, Coll Resources Environm & Tourism, Beijing 100048, Peoples R China
Capital Normal Univ, Beijing Adv Innovat Ctr Imaging Technol, Beijing 100048, Peoples R ChinaCapital Normal Univ, Coll Resources Environm & Tourism, Beijing 100048, Peoples R China
机构:
Southwest Univ, Chongqing Engn Res Ctr Remote Sensing Big Data Ap, Sch Geog Sci, Chongqing 400715, Peoples R ChinaSouthwest Univ, Chongqing Engn Res Ctr Remote Sensing Big Data Ap, Sch Geog Sci, Chongqing 400715, Peoples R China
Ge, Wei
Yang, Hong
论文数: 0引用数: 0
h-index: 0
机构:
Southwest Univ, Chongqing Engn Res Ctr Remote Sensing Big Data Ap, Sch Geog Sci, Chongqing 400715, Peoples R China
Univ Reading, Dept Geog & Environm Sci, Reading RG6 6AB, Berks, EnglandSouthwest Univ, Chongqing Engn Res Ctr Remote Sensing Big Data Ap, Sch Geog Sci, Chongqing 400715, Peoples R China
Yang, Hong
Zhu, Xiaobo
论文数: 0引用数: 0
h-index: 0
机构:
Southwest Univ, Chongqing Engn Res Ctr Remote Sensing Big Data Ap, Sch Geog Sci, Chongqing 400715, Peoples R ChinaSouthwest Univ, Chongqing Engn Res Ctr Remote Sensing Big Data Ap, Sch Geog Sci, Chongqing 400715, Peoples R China
Zhu, Xiaobo
Ma, Mingguo
论文数: 0引用数: 0
h-index: 0
机构:
Southwest Univ, Chongqing Engn Res Ctr Remote Sensing Big Data Ap, Sch Geog Sci, Chongqing 400715, Peoples R ChinaSouthwest Univ, Chongqing Engn Res Ctr Remote Sensing Big Data Ap, Sch Geog Sci, Chongqing 400715, Peoples R China
Ma, Mingguo
Yang, Yuli
论文数: 0引用数: 0
h-index: 0
机构:
Lanzhou Univ Technol, Sch Civil Engn, Lanzhou 730050, Gansu, Peoples R ChinaSouthwest Univ, Chongqing Engn Res Ctr Remote Sensing Big Data Ap, Sch Geog Sci, Chongqing 400715, Peoples R China