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Drivers of afforestation in Northern Vietnam: Assessing local variations using geographically weighted regression

机译:越南北部造林的动因:使用地理加权回归评估局部差异

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This article identifies drivers of forest transition in a province of Northern Vietnam between 1993 and 2000 by applying geographically weighted regression (GWR) analysis to remotely sensed and statistical data. The regression model highlighted the spatial variation of the relationship between the percentage of land afforested and its proximate causes. Factors identified as having a major impact on afforestation are: the presence or proximity of a wood-processing industry, the distance to highways, and land allocation to households. Whereas the two former variables are in most areas of the province positively correlated with afforestation, an unexpected negative correlation was observed for the latter. The analysis of these results, supported by an in-depth knowledge of the area and of the political context, leads to the conclusion that, during the time period considered, afforestation was largely driven by state organisations on protected state-owned land, and forestry was not a significant component of household economic activities.
机译:本文通过将地理加权回归(GWR)分析应用于遥感和统计数据,确定了越南北部某省在1993年至2000年之间森林过渡的驱动力。回归模型强调了造林土地比例与其直接原因之间关系的空间变化。被确定对造林产生重大影响的因素包括:木材加工业的存在或邻近,与高速公路的距离以及对家庭的土地分配。尽管前两个变量在全省大部分地区与造林呈正相关,但观察到后者却出乎意料地呈负相关。对这些结果的分析,加上对该地区和政治背景的深入了解,得出的结论是,在所考虑的时期内,造林主要是由受保护的国有土地上的国家组织和林业推动的不是家庭经济活动的重要组成部分。

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