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Spatio-temporal evolution of agricultural land use change drivers: A case study from Chalous region, Iran

机译:农业土地利用变化驱动因素的时空演变:以伊朗Chalous地区为例

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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.
机译:全球人口的增加给有限的土地资源带来了巨大压力,并导致了土地用途的变化。改变土地利用方式在环境研究中非常重要,对于土地利用管理决策至关重要。因此,重要的是要了解一个地区的土地使用/覆盖变化模式及其驱动因素之间的关系,以启动具体的计划和管理决策。这项研究的目的是量化伊朗Chalous案例研究区的土地利用变化,并确定地球物理特征(例如坡度,海拔和土壤)和社会经济(例如人口密度,旅游业,可及性和土地)价格)元素的变化。这将有助于评估研究区域和其他条件相似的地区对土地使用变化趋势的影响。在这项研究中,多时相卫星图像,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。使用基于最大似然算法的监督分类来获得土地利用类别,其1996年,2006年和2016年的总体准确度分别为87%,92%和93.50%,卡帕系数分别为82.87%,88.66%和89.98% 。变化检测分析还显示,在20年期间,农业用地减少了11.09%,建成区增加了15.89%。对地球物理和社会经济驱动力以及农民的当地特征的综合评价表明,经济因素和旅游业主要是从农业用地向建成区的转变。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的计划与发展以及政策决策是必要的。

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