Dale Begonet, Dananto Mihret, Kifle Bisrat
Faculty of Urban Development & Engineering, Ethiopian Civil Service University (ECSU), Addis Ababa, Ethiopia.
Schools of Biosystem & Environmental Engineering, Hawassa University (HU), Hawassa, Ethiopia.
Heliyon. 2025 Jan 5;11(2):e41689. doi: 10.1016/j.heliyon.2025.e41689. eCollection 2025 Jan 30.
Halaba Kulito Town in Ethiopia has experienced significant urbanization over the past three decades, leading to the conversion of natural land into built-up environments, causing environmental deterioration and impacting the local climate. This study set out to look at the dynamics of land use and cover change and how they have affected Halaba Kulito Town's Urban Heat Island during the previous thirty years. The analysis used the Landsat imagery (30 m × 30 m) of 1991, 2001, 2011, and 2021. The supervised classification approach was used to classify the images. The evaluation of classification accuracy was checked using a confusion error matrix. For the years 1991, 2001, 2011, and 2021, the LULC change classification accuracy evaluation showed results of 70.81 %, 81.3 %, 81 %, 91 %, and 0.71, 0.81, 0.81, and 0.89, respectively, for overall classification accuracy and kappa coefficient. In 2001, 2011, and 2021, the built-up increased by 23.6 %, 31.6 %, and 43.13 %, respectively. Over the first two decades, from 1991 to 2001 and 2001 to 2011, the quantity of land under cultivation increased by 15.7 % and 14.3 %, respectively, but dropped by 59.18 % from 2011 to 2021. Between 1991 and 2001, range land dropped by 33.3 %; nevertheless, in the next two decades, it expanded by 3.3 % and 83.2 %. The amount of bare land declined by 67.1 % between 2001 and 2011, although it increased by 38.8 % between 1991 and 2001 and 3.36 % between 2011 and 2021. In addition, wetland increased by 47.1 % and 191.95 % between 2011 and 2021 and between 1991 and 2001, respectively, while declining by 62 % between 2001 and 2011. Compared to the baseline 1991-year aerial coverage, built-up, range land, and wetland expanded by 132.9 %, 26.2 %, and 63.3 % over the previous thirty years, whereas bare land and cultivated land dropped by 46 % and 52.8 %, respectively. The mean urban heat island (UHI) for 1991, 2001, 2011, and 2021 incorporating seasonal influence was 0.003, 0.002, 0.005, and 0.00, respectively. This is because the intensity of the UHI is correlated with changes in land use and land cover (LULC). In contrast, the lowest UHI dropped by 35.3 % in 2021 compared to the value in 1991, while the maximum UHI increased by 18.6 % from its 1991 level. In comparison to 1991, the mean intensity of UHI increased by 106.21 % and 120.4 %, respectively, in 2011 and 2021, whereas it declined by 20.67 % in 2001. The findings of this study offer decision makers with scientifically proven knowledge about land use and its implications for the urban heat island effect. It will serve as a guideline for developing and implementing integrated land use management to produce climate resilient cities and create livable urban environments for citizens.
在过去三十年里,埃塞俄比亚的哈拉巴·库里托镇经历了显著的城市化进程,导致自然土地转变为建成区环境,造成了环境恶化并影响了当地气候。本研究旨在探讨土地利用和覆盖变化的动态情况,以及它们在前三十年中是如何影响哈拉巴·库里托镇的城市热岛效应的。分析使用了1991年、2001年、2011年和2021年的陆地卫星图像(30米×30米)。采用监督分类方法对图像进行分类。使用混淆误差矩阵检查分类精度评估。对于1991年、2001年、2011年和2021年,土地利用/土地覆盖(LULC)变化分类精度评估显示,总体分类精度和kappa系数的结果分别为70.81%、81.3%、81%、91%和0.71、0.81、0.81、0.89。在2001年、2011年和2021年,建成区分别增加了23.6%、31.6%和43.13%。在最初的二十年里,即从1991年到2001年以及从2001年到2011年,耕地面积分别增加了15.7%和14.3%,但从2011年到2021年下降了59.18%。1991年至2001年期间,牧场面积下降了33.3%;然而,在接下来的二十年里,它分别扩大了3.3%和83.2%。裸地面积在2001年至2011年期间下降了67.1%,尽管在1991年至2001年期间增加了38.8%,在2011年至2021年期间增加了3.36%。此外,湿地面积在2011年至2021年期间以及1991年至2001年期间分别增加了47.1%和191.95%,而在2001年至2011年期间下降了62%。与1991年的基线航拍覆盖范围相比,在过去三十年里,建成区、牧场和湿地分别扩大了132.9%、26.2%和63.3%,而裸地和耕地分别下降了46%和52.8%。考虑到季节影响,1991年、2001年、2011年和2021年的平均城市热岛(UHI)分别为0.003、0.002、0.005和0.00。这是因为城市热岛强度与土地利用和土地覆盖(LULC)的变化相关。相比之下,2021年最低的城市热岛值比1991年下降了35.3%,而最高的城市热岛值比1991年的水平增加了18.6%。与1991年相比,2011年和2021年城市热岛的平均强度分别增加了106.21%和120.4%,而在2001年下降了20.67%。本研究的结果为决策者提供了关于土地利用及其对城市热岛效应影响的科学验证知识。它将作为制定和实施综合土地利用管理的指南,以建设气候适应型城市并为市民创造宜居的城市环境。