globalchange  > 气候变化事实与影响
CSCD记录号: CSCD:6430192
论文题名:
基于MODIS-Landsat时空融合的陕北黄土高原植被覆盖变化研究
其他题名: Study on the change of vegetation coverage of Loess Plateau in Northern Shaanxi Province based on MODIS-Landsat fusion data
作者: 刘咏梅1; 马黎2; 黄昌2; 凯楠2
刊名: 西北大学学报. 自然科学版
ISSN: 1000-274X
出版年: 2019
卷: 49, 期:1, 页码:62-70
语种: 中文
中文关键词: 植被覆盖度 ; 陕北黄土高原 ; 降水 ; 气温
英文关键词: ESTARFM ; ESTARFM ; vegetation coverage ; Loess Plateau in Northern Shaanxi Province ; precipitation ; temperature
WOS学科分类: GEOGRAPHY
WOS研究方向: Geography
中文摘要: 陕北黄土高原地形复杂,水土流失现象较为严重,精确监测植被的时空变化对于该区域的生态环境建设具有重要意义。文中基于ESTARFM时空分辨率融合模型,利用 MODIS和Landsat数据获取20082016年6 ~ 8月陕北黄土高原的Landsat NDVI时序数据,分析陕北黄土高原植被覆盖的时空变化情况及对气候因子的响应。结论:①运用 ESTARFM融合模型得到的Landsat NDVI数据与真实Landsat NDVI数据在植被信息的表达方面具有较高的相关性,融合结果可以应用于后续植被覆盖度的估算。②20082016年陕北黄土高原地区植被覆盖呈现较为明显的增加趋势;空间分布上呈现由东南向西北逐渐递减的特点,植被覆盖等级结构好转;研究区78%的地区植被改善效果良好;各土地利用类型植被覆盖度均呈波动增加趋势。③整体上植被覆盖度与同期气温和降水的相关性呈现较为明显的空间分异,其中植被覆盖度对降水因子的响应更为敏感。ESTARFM算法综合了高空间分辨率数据的空间细节表达力和高时间分辨率数据的快速时序变化能力,为陕北黄土高原高精度的植被动态监测研究提供了有效依据。
英文摘要: The loess plateau in Northern Shaanxi has complex topography and the soil erosion is serious.Thus,the rapid and accurate monitor of the spatial and temporal changes of vegetation can provide scientific reference for the study of soil and water conservation and analyzing regional ecological environment.Based on MODIS and Landsat data,this study used ESTARFM to simulate Landsat NDVI data that from Loess Plateau in Northern Shaanxi Province from june to august between of 2008 and 2016,then to analyze the spatial and temporal variation of vegetation cover of Loess Plateau in Northern Shaanxi Province from 2008 to 2016 and its response to climatic factors.Conclusions:①The Landsat-NDVI data acquired by ESTARFM was consistent to the real Landsat data in terms of the expression of vegetation information,the fusion results can be applied to the estimation of subsequent vegetation coverage.②The vegetation coverage in the whole region showed an increasing trend from 2008 to 2016.The spatial distribution shows a gradual decline from southeast to northwest and the vegetation coverage structure is improved.The proportion of the area with an increasing trend was 78% and the vegetation coverage of all land use types showed a trend of fluctuation and increase.③On the whole,the correlation between vegetation coverage and temperature and precipitation were obviously different in different regions.The vegetation growth is sensitive to precipitation.By spatial and temporal data fusion to combine the spatial detail expression of high spatial resolution data and the ability of rapid time series change of high temporal resolution data,it can provide an effective basis for high-precision vegetation dynamic monitoring and research in the Loess Plateau in Northern Shaanxi Province.
资源类型: 期刊论文
标识符: http://119.78.100.158/handle/2HF3EXSE/157934
Appears in Collections:气候变化事实与影响

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作者单位: 1.西北大学城市与环境学院
2.水利部黄土高原水土流失过程与控制重点实验室,
3.水利部黄土高原水土流失过程与控制重点实验室, 西安
4.郑州, 陕西
5.河南 710127
6.450003, 中国
7.西北大学城市与环境学院, 西安, 陕西 710127, 中国

Recommended Citation:
刘咏梅,马黎,黄昌,等. 基于MODIS-Landsat时空融合的陕北黄土高原植被覆盖变化研究[J]. 西北大学学报. 自然科学版,2019-01-01,49(1):62-70
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