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基于Landsat影像的石漠化区植被动态监测及治理效益研究

Dynamic monitoring and control benefits of vegetation in rocky desertification areas based on Landsat images

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【作者】 章维鑫曹建华吴秀芹

【Author】 Zhang Weixin;Cao Jianhua;Wu Xiuqin;School of Soil and Water Conservation;Jianshui Station for Desert Ecological System Observation and Research, Beijing Forestry University;Key Laboratory of Soil and Water Conservation of State Forestry Administration, Beijing Forestry University;Institute of Karst Geology Chinese Academy of Geological Sciences;

【通讯作者】 吴秀芹;

【机构】 北京林业大学水土保持学院北京林业大学云南建水荒漠生态系统国家定位研究北京林业大学水土保持国家林业局重点实验室中国地质科学院岩溶地质研究所

【摘要】 生态恢复工程是缓解石漠化、保持土壤、提高植被覆盖率的有效措施之一,是区域经济和生态可持续发展的关键。为了研究近30 a泸西县植被的时空变化特征、驱动因素以及石漠化综合治理生态工程实施的生态效益。本文基于1986—2016 Landsat TM数据,借助Mann-Kendall突变分析、Thei-Sei Median趋势分析等方法进行了研究,结果表明:1)30 a间,泸西县植被覆盖整体呈增加趋势,平均增速为0.43%/10 a,2001年是重要的转折点,增速由之前的0.35%/10 a增加到0.63%/10 a;2)在变化趋势上,泸西县植被覆盖呈增加和减少趋势的面积分别占85.21%和14.79%。1986—2000年期间,植被覆盖呈极显著上升的面积为7.71%,零星分布在北部地区;2001—2016年,植被覆盖呈现极显著性上升的面积占21.62%,主要分布在石漠化综合治理工程集中分布的东部山区;3)气温和降水的增加都对植被起到正向作用,气温对植被的影响明显大于降水。2000年之后,人类活动对植被的提升起到了重要的作用,其中对植被覆盖起积极作用的面积占79.6%,起消极作用的占20.4%;在贡献大小上,气候变化对NDVI的影响大小为39.1%,人类活动对NDVI的影响作用为60.9%。植被改善过程中人类活动的作用大于气候变化,石漠化综合治理生态工程是2001—2016年植被增加的重要驱动力之一。

【Abstract】 Ecological restoration is an effective measure to mitigate rocky desertification, control water loss, protect the existing forests and increase vegetation coverage. The long-term ecological restoration project is the key to the sustainable development of regional economy and ecology. Chinese governments have implemented a series of the Karst Rocky Desertification Comprehensive Control and Restoration Project in the karst regions of Southwest China since the late 1990 s. In order to reveal the effectiveness of the Karst Rocky Desertification Comprehensive Control and Restoration Project implemented in the typical rocky desertification zone in Luxi County of Yunnan Province, we analyzed the spatiotemporal variation of vegetation coverage on the basis of Mann-Kendall mutation test, Theil-Sei trend analysis, and the relationships between remotely sensed vegetation indices named normalized difference vegetation index(NDVI) and climate changes, human activities using multiple regression analysis and residual analysis. For the analysis, the Moderate Resolution Imaging Landsat TM data at a spatial resolution of 30 meters over the period 1986-2016 are considered. The results are as follows: 1) In the past 30 years, the vegetation coverage of Luxi County showed a significantly increasing trend, with a growth rate of 0.43%/10 a(P<0.01), a sudden change-point of time appeared in 2001, and the growth rate increased from 0.35%/10 a(P>0.1) to 0.63%/10 a(P<0.1); 2) The areas with high vegetation coverage primarily distributed in the eastern and western mountain areas of Luxi County, while the low vegetation coverage distributed at the junction of towns in the central and northern areas; 3) In terms of trends, the areas of vegetation coverage showing increasing and decreasing accounted for 85.2% and 14.79% over the period 1986-2016, respectively. Between 1986 and 2000, the areas of vegetation coverage with extremely significantly increase only accounted for 7.71%, scattered in the northern. But the areas of vegetation coverage with extremely significantly increase rose to 21.62% between 2001 and 2016, which was primarily distributed in eastern mountainous areas where the priority was given to implement the Karst Rocky Desertification Comprehensive Control and Restoration Project; 4) Increase in temperature and precipitation had a positive effect on vegetation coverage, and the contribution of temperature(r = 0.45, P<0.05) on vegetation coverage was significantly higher than precipitation(r =0.372, P<0.05). Between 2001 and 2016, human activities played an important role in the improvement of vegetation coverage. The areas that human activities played a positive role in vegetation coverage accounted for 79.6%, and the areas that human activities played a negative role in vegetation coverage only accounted for 20.4%, almost located in the towns. The impact of climate change on vegetation coverage accounted for 39.1%, the impact of human activities accounted for 60.9%; 5) The ecological restoration project farther from the town showed more important role in the improvement of vegetation coverage. The role of human activities in vegetation improvement is significantly stronger than climate changes. Our study suggested that the Karst Rocky Desertification Comprehensive Control and Restoration Project contributed on the improvement of vegetation coverage and was deemed as one of the important driving forces for vegetation increasing between 2001 and 2016.

【基金】 国家重点研发计划资助(2016YFC0502500/2016YFC0502506);国家自然科学基金项目(41671080)
  • 【文献出处】 农业工程学报 ,Transactions of the Chinese Society of Agricultural Engineering , 编辑部邮箱 ,2019年08期
  • 【分类号】X171.4;X87
  • 【被引频次】6
  • 【下载频次】476
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