Remote Sensing Based Analysis of Land Use/Cover Change Impact in the Interface Between Magamba Nature Reserve and Surrounding Villages in Lushoto District, Tanzania

Oforo Didas Kimaro, Simon J. Chidodo
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Abstract

Several studies in Tanzania focus on land use/cover change (LULC) at coarse scale and without considering the adjoining (interface) landscapes i.e. landscape link community farming systems and forest/nature reserves. In the Eastern Arc Mountains in particular, LULC change that confront the interface between surrounding community landscape and nature reserves and the associated livelihood are not well understood. A study was conducted in the Usambara Mountains, Tanzania to explore the potential impacts of LULC on the interface between Magamba Nature Reserve (MNR) and the landscape of the surrounding community villages. Remote sensing and GIS techniques were used to quantify and analyse the trend in LULC changes over the past 31 years whereby satellite images of 1984, 1995 and 2015 were used. Household surveys, field observations and focus group discussions to 72 households in 3 villages surrounding the nature reserve were employed to capture data on human activities in the interface. The change detection was done by post classification approach using image interpreter| GIS analysis| matrix tool in QGIS software and processed in an intensity analysis program (Pontius matrix excel sheet). Descriptive statistical analysis (frequency counts and percentages) was used to explain human activities of communities adjacent to the MNR. Qualitative data were analysed using content and structural functional analytical techniques. Over the period (1984-2015) natural forest covering the major part of reserve decreased by 14%. The declining trend for forests in the study area is largely attributed to the increasing agricultural activities, settlements and infrastructure. Results revealed further that natural forest area and wetlands had active intensity of gain over the period 1984-1995 while in the 1995-2015 period had active intensity of loss. The most common human activities related to the spatial and temporal dynamics of LULC change in the MNR interface were firewood collection for household use, collection of medicinal plants, illegal timber harvesting, animal grazing, cutting trees for building poles and charcoal burning. Firewood collection is the most important human activity associated with forest degradation in MNR interface. Collection of medicinal plants from the reserve is associated with forest destructive process in the sense that it involves uprooting plants, root cutting, and tree ring debarking. The study recommends that policy makers as well as nongovernmental organizations should identify and establish potential low cost alternative sources of energy for usage by rural domestic household. Further research to predict and map spatial and temporal LULC dynamics at landscape scale should consider future scenarios on the evolution of forest-rural landscape interfaces and their impact on the provisioning of ecosystem services (ESS).
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坦桑尼亚Lushoto地区Magamba自然保护区与周边村庄界面土地利用/覆被变化影响的遥感分析
坦桑尼亚的一些研究侧重于粗略尺度的土地利用/覆盖变化(LULC),而没有考虑相邻的(界面)景观,即景观连接社区农业系统和森林/自然保护区。特别是在东弧山脉,LULC的变化面临着周围社区景观和自然保护区以及相关生计之间的界面,这一点尚未得到很好的理解。在坦桑尼亚的Usambara山脉进行了一项研究,探讨了LULC对Magamba自然保护区(MNR)与周围社区村庄景观之间界面的潜在影响。利用遥感和GIS技术,利用1984年、1995年和2015年的卫星图像,量化和分析了过去31年的LULC变化趋势。采用入户调查、实地观察和焦点小组讨论的方法,对自然保护区周围3个村庄的72户家庭进行了调查,以获取界面上人类活动的数据。变化检测采用后分类方法,利用QGIS软件中的图像解释器| GIS分析|矩阵工具,在强度分析程序(Pontius矩阵excel表格)中进行处理。使用描述性统计分析(频率计数和百分比)来解释MNR附近社区的人类活动。定性数据分析采用内容和结构功能分析技术。1984-2015年,保护区主体区域的天然林面积减少了14%。研究地区森林减少的趋势主要是由于农业活动、住区和基础设施的增加。结果进一步表明,1984—1995年天然林面积和湿地具有显著的收益活动强度,1995—2015年天然林面积和湿地具有显著的损失活动强度。与MNR界面LULC时空动态变化相关的最常见人类活动为家用柴火采集、药用植物采集、非法采伐木材、放牧动物、砍伐树木建杆子和燃烧木炭。柴火采集是与MNR界面森林退化相关的最重要的人类活动。从这个意义上说,从保护区采集药用植物与森林破坏过程有关,因为它涉及到将植物连根拔起、根茎切断和树木年轮剥落。该研究建议,决策者和非政府组织应该确定和建立农村家庭使用的潜在低成本替代能源。未来在景观尺度上预测和绘制土地利用价值时空动态的研究应考虑森林-乡村景观界面演化的未来情景及其对生态系统服务供给的影响。
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