School of Environmental Sciences, University of Guelph, 50 Stone Road East, Guelph, ON, N1G 2W1, Canada.
Department of Surveying Engineering, Shahid Rajaee Teacher Training University, Lavizan, Tehran, Iran.
J Environ Manage. 2020 May 15;262:110326. doi: 10.1016/j.jenvman.2020.110326. Epub 2020 Mar 3.
Increasing global population put tremendous pressure on limited land resources and has led to changes in land use. Changing land use patterns are of great importance in environmental studies and critical for land use management decision-making. Thus, it is important to understand the relationship between the pattern of land use/cover change and its drivers in a region to initiate specific planning and management decisions. The objective of this study was to quantify changes in land use from a case study area in Chalous, Iran and identify geophysical characteristics (e.g., slope, elevation and soil) and socio-economic (e.g., population density, tourist industry, accessibility and land price) elements of the changes. This will help assess the impact on the trends in changing land use in the study area and elsewhere with similar conditions. In this study, multi-temporal satellite images, Geographic Information Systems (GIS), and semi-structured interviews were used to evaluate the spatio-temporal dynamics of land use/cover changes over a 20-year period (1996-2016). Supervised classification based on the maximum likelihood algorithm was used to obtain the land use classes with an overall accuracy of 87%, 92% and 93.50%, and kappa coefficients of 82.87%, 88.66% and 89.98% for 1996, 2006 and 2016, respectively. Change detection analysis also showed that agricultural land was reduced by 11.09% and built up areas were increased by 15.89% over the period of 20 years. The comprehensive evaluation of geophysical and socio-economic driving forces and the local characteristics of farmers indicated that economic factor and the tourist industry mainly contributed to the change from agricultural lands to built-up areas. In addition, a lack support from the government and the agricultural ministry also contributed to these conversions. Thus, investigation of the complexity of socio-ecological relationships and interaction with land use change drivers are necessary for sustainable planning and development and policy decisions.
全球人口的增长给有限的土地资源带来了巨大的压力,导致了土地利用方式的改变。土地利用方式的变化在环境研究中非常重要,对土地利用管理决策至关重要。因此,了解一个地区土地利用/覆被变化的模式及其驱动因素之间的关系,对于制定具体的规划和管理决策非常重要。本研究的目的是量化伊朗查卢斯地区的土地利用变化,并识别土地利用变化的地球物理特征(如坡度、海拔和土壤)和社会经济因素(如人口密度、旅游业、可达性和土地价格)。这将有助于评估研究区域及其他具有类似条件的区域土地利用变化趋势的影响。在本研究中,多时期卫星图像、地理信息系统(GIS)和半结构化访谈被用于评估 20 年间(1996-2016 年)土地利用/覆盖变化的时空动态。基于最大似然算法的监督分类用于获得土地利用分类,总体精度分别为 87%、92%和 93.50%,1996 年、2006 年和 2016 年的kappa 系数分别为 82.87%、88.66%和 89.98%。变化检测分析还表明,在 20 年的时间里,农业用地减少了 11.09%,建设用地增加了 15.89%。对地球物理和社会经济驱动力以及农民的地方特征的综合评价表明,经济因素和旅游业是导致农业用地向建设用地转变的主要因素。此外,政府和农业部缺乏支持也促成了这些转变。因此,调查社会-生态关系的复杂性以及与土地利用变化驱动因素的相互作用,对于可持续规划和发展以及政策决策是必要的。