干旱区生态环境知识资源中心(Arid): Timely Plastic-Mulched Cropland Extraction Method from Complex Mixed Surfaces in Arid Regions

Arid

DOI	10.3390/rs14164051
	Timely Plastic-Mulched Cropland Extraction Method from Complex Mixed Surfaces in Arid Regions
	Fu, Chenhao; Cheng, Lei; Qin, Shujing; Tariq, Aqil; Liu, Pan; Zou, Kaijie; Chang, Liwei
通讯作者	Qin, SJ
来源期刊	REMOTE SENSING
EISSN	2072-4292
出版年	2022
卷号	14 期号:16
英文摘要	Plastic mulch is extensively applied in agricultural production in arid regions. It significantly influences the interactions between land and atmosphere by altering underlying surface characteristics. An accurate and timely extraction method for Plastic-Mulched Cropland (PMC) is required to understand land surface energy transfer processes, eco-hydrological cycle, the climate effect of PMC, and in the management of water resources. In this study, we proposed a Timely Plastic-mulched cropland Extraction Method (TPEM) from complex mixed surfaces with multi-source remote sensing data in the Shiyanghe River Basin (SRB), a typical representation of a complex and inhomogeneous arid region in the northwest of China. We defined TPEM in three phases; in the first phase, the spectral characteristic curves were drawn from ground object points labeled by visual interpretation with multi-source remote sensing data. In the second phase, a spectral characteristic analysis of the modified index was proposed to amplify the difference between PMC and non-PMC ground objects. Finally, the Classification and Regression Tree (CART) classifier was used to generate thresholds of indices as PMC extraction rules. The results showed that it can extract the boundary of PMC in large-scale farmland, distinguish PMC from ground objects in complex mixed surfaces, and separate the PMC from desert land that shares same spectral characteristics with PMC. The TPEM is verified to be efficient and robust, with an overall accuracy of 0.9234, quantity disagreement of 0.0541, and allocation disagreement of 0.0224, and outperformed two extensively used PMC extraction methods, especially for timely PMC extraction when satellite data only during the period that ground surface incomplete covered by plastic mulch is available. This study will provide us with an accurate and timely method to extract PMC, especially in the widely distributed complex mixed surfaces.
英文关键词	TPEM complex mixed surfaces Shiyanghe River Basin CART remote sensing index spectral curve
类型	Article
语种	英语
开放获取类型	gold
收录类别	SCI-E
WOS记录号	WOS:000846562300001
WOS关键词	ACCURACY ; WATER ; EVAPOTRANSPIRATION ; CLASSIFICATION ; PRODUCTIVITY ; MAIZE
WOS类目	Environmental Sciences ; Geosciences, Multidisciplinary ; Remote Sensing ; Imaging Science & Photographic Technology
WOS研究方向	Environmental Sciences & Ecology ; Geology ; Remote Sensing ; Imaging Science & Photographic Technology
资源类型	期刊论文
条目标识符	http://119.78.100.177/qdio/handle/2XILL650/394185
推荐引用方式 GB/T 7714	Fu, Chenhao,Cheng, Lei,Qin, Shujing,et al. Timely Plastic-Mulched Cropland Extraction Method from Complex Mixed Surfaces in Arid Regions[J],2022,14(16).
APA	Fu, Chenhao.,Cheng, Lei.,Qin, Shujing.,Tariq, Aqil.,Liu, Pan.,...&Chang, Liwei.(2022).Timely Plastic-Mulched Cropland Extraction Method from Complex Mixed Surfaces in Arid Regions.REMOTE SENSING,14(16).
MLA	Fu, Chenhao,et al."Timely Plastic-Mulched Cropland Extraction Method from Complex Mixed Surfaces in Arid Regions".REMOTE SENSING 14.16(2022).