Thirty Years of Land Use/Land Cover Changes and Their Impact on Urban Climate: A Study of Kano Metropolis, Nigeria

被引:14
作者
Koko, Auwalu Faisal [1 ]
Wu, Yue [1 ,2 ]
Abubakar, Ghali Abdullahi [3 ]
Alabsi, Akram Ahmed Noman [1 ]
Hamed, Roknisadeh [1 ]
Bello, Muhammed [4 ]
机构
[1] Zhejiang Univ, Coll Civil Engn & Architecture, Hangzhou 310058, Peoples R China
[2] Zhejiang Univ, Int Ctr Architecture & Urban Dev Studies, Hangzhou 310058, Peoples R China
[3] Zhejiang Univ, Inst Appl Remote Sensing & Informat Technol, Coll Environm & Resource Sci, Hangzhou 310058, Peoples R China
[4] Kaduna Polytech, Dept Architecture, PMB 2021, Kaduna 800262, Nigeria
基金
中国国家自然科学基金;
关键词
land-use change; urban expansion; urban climate; geospatial mapping; spectral indices; remote sensing; GIS; SURFACE TEMPERATURE; HEAT ISLANDS; URBANIZATION; CITY; RESILIENCE; ACCURACY; CITIES; GIS;
D O I
10.3390/land10111106
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Rapid urban expansion and the alteration of global land use/land cover (LULC) patterns have contributed substantially to the modification of urban climate, due to variations in Land Surface Temperature (LST). In this study, the LULC change dynamics of Kano metropolis, Nigeria, were analysed over the last three decades, i.e., 1990-2020, using multispectral satellite data to understand the impact of urbanization on LST in the study area. The Maximum Likelihood classification method and the Mono-window algorithm were utilised in classifying land uses and retrieving LST data. Spectral indices comprising the Normalized Difference Vegetation Index (NDVI) and Normalized Difference Built-up Index (NDBI) were also computed. A linear regression analysis was employed in order to examine the correlation between land surface temperature and the various spectral indices. The results indicate significant LULC changes and urban expansion of 152.55 sq. km from 1991 to 2020. During the study period, the city's barren land and water bodies declined by approximately 172.58 sq. km and 26.55 sq. km, respectively, while vegetation increased slightly by 46.58 sq. km. Further analysis showed a negative correlation between NDVI and LST with a Pearson determination coefficient (R-2) of 0.6145, 0.5644, 0.5402, and 0.5184 in 1991, 2000, 2010, and 2020 respectively. NDBI correlated positively with LST, having an R-2 of 0.4132 in 1991, 0.3965 in 2000, 0.3907 in 2010, and 0.3300 in 2020. The findings of this study provide critical climatic data useful to policy- and decision-makers in optimizing land use and mitigating the impact of urban heat through sustainable urban development.
引用
收藏
页数:27
相关论文
共 75 条
[31]  
Joy E. U., 2016, J GEOGRAPHY REGIONAL, V9, P185, DOI [https://doi.org/10.5897/JGRP2016.0591, DOI 10.5897/JGRP2016.0591]
[32]  
Karakus CB, 2019, ASIA-PAC J ATMOS SCI, V55, P669
[33]   Land-cover classification and analysis of change using machine-learning classifiers and multi-temporal remote sensing imagery [J].
Keshtkar, Hamidreza ;
Voigt, Winfried ;
Alizadeh, Esmaeil .
ARABIAN JOURNAL OF GEOSCIENCES, 2017, 10 (06)
[34]   Future urban expansion and local climate zone changes in relation to land surface temperature: Case of Bangkok Metropolitan Administration, Thailand [J].
Khamchiangta, Dararat ;
Dhakal, Shobhakar .
URBAN CLIMATE, 2021, 37
[35]   Assessment of urban heat islands (UHI) of Noida City, India using multi-temporal satellite data [J].
Kikon, Noyingbeni ;
Singh, Prafull ;
Singh, Sudhir Kumar ;
Vyas, Anjana .
SUSTAINABLE CITIES AND SOCIETY, 2016, 22 :19-28
[36]   Spatiotemporal Influence of Land Use/Land Cover Change Dynamics on Surface Urban Heat Island: A Case Study of Abuja Metropolis, Nigeria [J].
Koko, Auwalu Faisal ;
Yue, Wu ;
Abubakar, Ghali Abdullahi ;
Alabsi, Akram Ahmed Noman ;
Hamed, Roknisadeh .
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2021, 10 (05)
[37]   Analyzing urban growth and land cover change scenario in Lagos, Nigeria using multi-temporal remote sensing data and GIS to mitigate flooding [J].
Koko, Auwalu Faisal ;
Yue, Wu ;
Abubakar, Ghali Abdullahi ;
Hamed, Roknisadeh ;
Alabsi, Akram Ahmed Noman .
GEOMATICS NATURAL HAZARDS & RISK, 2021, 12 (01) :631-652
[38]   Monitoring and Predicting Spatio-Temporal Land Use/Land Cover Changes in Zaria City, Nigeria, through an Integrated Cellular Automata and Markov Chain Model (CA-Markov) [J].
Koko, Auwalu Faisal ;
Yue, Wu ;
Abubakar, Ghali Abdullahi ;
Hamed, Roknisadeh ;
Alabsi, Akram Ahmed Noman .
SUSTAINABILITY, 2020, 12 (24) :1-21
[39]   Quantifying land use/land cover spatio-temporal landscape pattern dynamics from Hyperion using SVMs classifier and FRAGSTATS® [J].
Lamine, Salim ;
Petropoulos, George P. ;
Singh, Sudhir Kumar ;
Szabo, Szilard ;
Bachari, Nour El Islam ;
Srivastava, Prashant K. ;
Suman, Swati .
GEOCARTO INTERNATIONAL, 2018, 33 (08) :862-878
[40]   Coping with the impacts of urban heat islands. A literature based study on understanding urban heat vulnerability and the need for resilience in cities in a global climate change context [J].
Leal Filho, Walter ;
Icaza, Leyre Echevarria ;
Neht, Alice ;
Klavins, Maris ;
Morgan, Edward A. .
JOURNAL OF CLEANER PRODUCTION, 2018, 171 :1140-1149