Spatial analysis of land cover changes for detecting environmental degradation and promoting sustainability

被引:7
作者
Anthony, Tobore [1 ]
Shohan, Ahmed Ali A. [2 ]
Oludare, Adedeji [3 ]
Alsulamy, Saleh [2 ]
Abdulla - Al Kafy [4 ]
Khedher, Khaled Mohamed [5 ]
机构
[1] Fed Univ Agr Abeokuta, Dept Soil Sci & Land Management, PMB 2240, Abeokuta, Ogun State, Nigeria
[2] King Khalid Univ, Coll Engn, Dept Architecture & Planning, Abha 61421, Saudi Arabia
[3] Fed Univ Agr, Dept Environm Management & Toxicol, PMB 2240, Abeokuta, Ogun State, Nigeria
[4] Rajshahi Univ Engn & Technol RUET, Dept Urban & Reg Planning, Rajshahi 6204, Bangladesh
[5] King Khalid Univ, Coll Engn, Dept Civil Engn, Abha 61421, Saudi Arabia
关键词
Land-use metrics; LULC changes; Support vector machine; Spectral indices; Environmental sustainability; URBAN HEAT-ISLAND; SURFACE TEMPERATURE; ECOSYSTEM SERVICES; INDEX; SENSITIVITY; RESOLUTION; IMAGERY; AREAS; CHINA;
D O I
10.1016/j.kjs.2024.100197
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
In the face of escalating environmental challenges, the changes in land-use and land-cover (LULC) emerges as a persistent and significant threat, profoundly impacting the stability of eco-biodiversity. This study analyzes LULC changes using remote sensing techniques to detect environmental degradation in Abeokuta South, Nigeria, contributing to the discourse on environmental sustainability. LULC maps for the years 2002, 2012, and 2022 were generated, incorporating spectral environmental indicators such as land surface temperature (LST), normalized differential vegetation index (NDVI), and normalized difference built-up index (NDBI) from Landsat 7 and 8 satellite images. The support vector machine (SVM), and FRAGSTATS software, operating within the IDRISI and Arc-MAP environment, were employed to evaluate the area's LULC changes and land-use metrics. The findings revealed that built-up areas from 2000 to 2022 underwent the most significant changes, increasing by 39.52 km2 (55.85 %), while a noticeable decrease in vegetation cover trend by 27.95 km2 (36.45 %) was observed. Spatial land-use metrics, in conjunction with LST, NDVI, and NDBI, illustrated the quantitative and qualitative environmental changes in the area. Undeniably, the amalgamation of satellite remote-sensed data and spatial land-use metrics offers valuable tools to provide ecological information for urban sustainability. This study underscores the need for urgent attention from society, government, and stakeholders to manage population growth and balance human needs for a sustainable environment, thereby contributing to the broader goal of environmental sustainability.
引用
收藏
页数:11
相关论文
共 89 条
[1]  
Abdelkareem OEA., 2017, Int J Agric Environ Sci, V3, P5
[2]  
Adedeji O.H., 2020, IFE J. Sci., V22, P1
[3]   Improving accuracy evaluation of Landsat-8 OLI using image composite and multisource data with Google Earth Engine [J].
Adepoju, Kayode A. ;
Adelabu, Samuel A. .
REMOTE SENSING LETTERS, 2020, 11 (02) :107-116
[4]   Landscape metrics in the analysis of urban land use patterns: A case study in a Spanish metropolitan area [J].
Aguilera, Francisco ;
Valenzuela, Luis M. ;
Botequilha-Leitao, Andre .
LANDSCAPE AND URBAN PLANNING, 2011, 99 (3-4) :226-238
[5]   A simple and robust wetland classification approach by using optical indices, unsupervised and supervised machine learning algorithms [J].
Ahmed, Kazi Rifat ;
Akter, Simu ;
Marandi, Andres ;
Schuth, Christoph .
REMOTE SENSING APPLICATIONS-SOCIETY AND ENVIRONMENT, 2021, 23
[6]   Forest cover change in Onigambari reserve, Ibadan, Nigeria: Application of vegetation index and Markov chain techniques [J].
Alabi, Khadijat ;
Tobore, Anthony ;
Oyerinde, Ganiyu ;
Senjobi, Bolarinwa .
EGYPTIAN JOURNAL OF REMOTE SENSING AND SPACE SCIENCES, 2021, 24 (03) :983-990
[7]   Evaluation and analysis of temperature for historical (1996-2015) and projected (2030-2060) climates in Pakistan using SimCLIM climate model: Ensemble application [J].
Amin, Asad ;
Nasim, Wajid ;
Fahad, Shah ;
Ali, Shaukat ;
Ahmad, Shakeel ;
Rasool, Atta ;
Saleem, Nadia ;
Hammad, Hafiz Mohkum ;
Sultana, Syeda Refat ;
Mubeen, Muhammad ;
Bakhat, Hafiz Faiq ;
Ahmad, Naveed ;
Shah, Ghulam Mustafa ;
Adnan, Muhammad ;
Noor, Muhammad ;
Basir, Abdul ;
Saud, Shah ;
Rahman, Muhammad Habib Ur ;
Paz, Joel O. .
ATMOSPHERIC RESEARCH, 2018, 213 :422-436
[8]   Addressing the dollar crisis by investigating underlying causes, effects, and strategic solutions in emerging economies [J].
Amit, Sajid ;
Kafy, Abdulla-Al .
RESEARCH IN GLOBALIZATION, 2024, 8
[9]  
Anderson J.R., 1976, U.S Geological.Surv.Profes.Pap. No 964, V964
[10]  
[Anonymous], 2023, SpringerS Amit, AA Kafy, L BaruaBusiness and Management in Asia: Digital Innovation and Sustainability, P121, DOI [DOI 10.56043/REVECO-2023-0010, 10.1007/978-981-19-6418-3_8, DOI 10.1007/978-981-19-6418-3_8]