Knowledge Resource Center for Ecological Environment in Arid Area
DOI | 10.3390/rs10121928 |
Integrating Spatial Continuous Wavelet Transform and Normalized Difference Vegetation Index to Map the Agro-Pastoral Transitional Zone in Northern China | |
Han, Yinan1; Peng, Jian1; Meersmans, Jeroen2; Liu, Yanxu3; Zhao, Zhiqiang4; Mao, Qi1 | |
通讯作者 | Peng, Jian |
来源期刊 | REMOTE SENSING
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ISSN | 2072-4292 |
出版年 | 2018 |
卷号 | 10期号:12 |
英文摘要 | The agro-pastoral transitional zone (APTZ) in Northern China is one of the most important ecological barriers of the world. The commonly-used method to identify the spatial distribution of ATPZ is to apply a threshold rule on climatic or land use indicators. This approach is highly subjective, and the quantity standards vary among the studies. In this study, we adopted the spatial continuous wavelet transform (SCWT) technique to detect the spatial fluctuation in normalized difference vegetation index (NDVI) sequences, and as such identify the APTZ. To carry out this analysis, the Moderate Resolution Imaging Spectroradiometer (MODIS) NDVI 1-month data (MODND1M) covering the period 2006-2015 were used. Based on the spatial variation in NDVI, we identified two sub-regions within the APTZ. The temporal change of APTZ showed that although vegetation spatial pattern changed annually, certain areas appeared to be stable, while others showed higher sensitivity to environmental variance. Through correlation analysis between the dynamics of APTZ and precipitation, we found that the mean center of the APTZ moved toward the southeast during dry years and toward the northwest during humid years. By comparing the APTZ spatial pattern obtained in the present study with the outcome following the traditional approach based on mean annual precipitation data, it can be concluded that our study provides a reliable basis to advance the methodological framework to identify accurately transitional zones. The identification framework is of high importance to support decision-making in land use management in Northern China as well as other similar regions around the world. |
英文关键词 | ecological boundary spatial identification temporal change agro-pastoral transitional zone |
类型 | Article |
语种 | 英语 |
国家 | Peoples R China ; England ; USA |
收录类别 | SCI-E |
WOS记录号 | WOS:000455637600070 |
WOS关键词 | FARMING-PASTORAL ECOTONE ; CLIMATE-CHANGE ; EDGE-DETECTION ; BOUNDARIES ; DYNAMICS ; AREA ; DESERTIFICATION ; VARIABILITY ; LANDSCAPE ; RAINFALL |
WOS类目 | Remote Sensing |
WOS研究方向 | Remote Sensing |
来源机构 | 北京师范大学 ; 北京大学 |
资源类型 | 期刊论文 |
条目标识符 | http://119.78.100.177/qdio/handle/2XILL650/212671 |
作者单位 | 1.Peking Univ, Coll Urban & Environm Sci, Minist Educ, Lab Earth Surface Proc, Beijing 100871, Peoples R China; 2.Cranfield Univ, Sch Water Energy & Environm, Cranfield MK43 0AL, Beds, England; 3.Beijing Normal Univ, Fac Geog Sci, State Key Lab Earth Surface Proc & Resource Ecol, Beijing 100875, Peoples R China; 4.Michigan State Univ, Ctr Syst Integrat & Sustainabil, Dept Fisheries & Wildlife, E Lansing, MI 48824 USA |
推荐引用方式 GB/T 7714 | Han, Yinan,Peng, Jian,Meersmans, Jeroen,et al. Integrating Spatial Continuous Wavelet Transform and Normalized Difference Vegetation Index to Map the Agro-Pastoral Transitional Zone in Northern China[J]. 北京师范大学, 北京大学,2018,10(12). |
APA | Han, Yinan,Peng, Jian,Meersmans, Jeroen,Liu, Yanxu,Zhao, Zhiqiang,&Mao, Qi.(2018).Integrating Spatial Continuous Wavelet Transform and Normalized Difference Vegetation Index to Map the Agro-Pastoral Transitional Zone in Northern China.REMOTE SENSING,10(12). |
MLA | Han, Yinan,et al."Integrating Spatial Continuous Wavelet Transform and Normalized Difference Vegetation Index to Map the Agro-Pastoral Transitional Zone in Northern China".REMOTE SENSING 10.12(2018). |
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