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国土资源遥感  2013, Vol. 25 Issue (4): 8-15    DOI: 10.6046/gtzyyg.2013.04.02
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冬小麦种植面积遥感提取方法研究
权文婷, 王钊
陕西省农业遥感信息中心, 西安 710014
Researches on the extraction of winter wheat planting area using remote sensing method
QUAN Wenting, WANG Zhao
Shaanxi Provincial Agricultural Remote Sensing Information Center, Xi'an 710014, China
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摘要 提取冬小麦种植面积是开展冬小麦长势监测和估产工作的重要环节,如何提高其提取精度是国内外研究的热点。针对不同空间分辨率的遥感图像,采取不同的遥感解译模型,得到更高的信息提取精度,是利用遥感方法提取冬小麦种植面积的关键。在对国内、外调研的基础上,将冬小麦种植面积遥感提取研究方法归纳为目视解译与计算机自动分类、面向像元分类、基于地块分类、遥感解译模型分类和基于纹理特征分类等5类。综述评价了主要的冬小麦种植面积遥感提取研究方法,讨论了目前冬小麦种植面积遥感提取存在的问题及未来发展方向。关注地形复杂、耕地破碎度较高及种植结构复杂地区的冬小麦种植面积提取,遥感数据、GIS和气象数据等相结合、多源多时相遥感数据相结合、地面光谱测量数据与高光谱图像数据相结合,以及验证数据的改变等,是提高冬小麦种植面积遥感提取精度的研究方向。
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关键词 专题图更新滨海湿地变化检测决策树分类遥感    
Abstract:Currently,the extraction of winter wheat area has become the key point of winter wheat growth monitoring and yield estimation. Therefore,how to improve the accuracy of winter wheat planting area retrieval is one of the important topics in agricultural remote sensing at present and in the future. The retrieval model should be varying with the spatial resolution of satellite image so as to accurately retrieve winter wheat planting area from remote sensing images,and this is one of the important points of remote sensing of winter wheat planting area. In this study,the winter wheat planting area retrieval models are grouped into 5 different types, i.e., visual interpretation and computer automatic classification,classification based on pixel,classification based on parcel,remote sensing interpretative model classification and classification based on texture. The main research methods were described and evaluated,and the problems existent in current research work and the future development of remote sensing method for estimation winter wheat planting area were discussed. The focusing of the attention on the estimation of winter wheat area in the district with complex terrain,high land fragmentation and complex planting structure,the combination of remote sensing data with GIS data and meteorological data, the integration of multi-source remote sensing data with multi-temporal remote sensing data,the combination of ground spectral measurement data with high spectral data,and the changing of the validation data constitute the study direction for improving the accuracy of winter wheat planting area retrieval.
Key wordsthematic map update    coastal wetlands    change detection    decision tree classification    remote sensing
收稿日期: 2012-11-15      出版日期: 2013-10-21
:  TP79  
基金资助:陕西省气象局科技创新基金计划项目(编号: 2012M-14)资助。
作者简介: 权文婷(1985- ),女,硕士,助理工程师,主要从事遥感监测方面的研究。E-mail: quanwenting@163.com。
引用本文:   
权文婷, 王钊. 冬小麦种植面积遥感提取方法研究[J]. 国土资源遥感, 2013, 25(4): 8-15.
QUAN Wenting, WANG Zhao. Researches on the extraction of winter wheat planting area using remote sensing method. REMOTE SENSING FOR LAND & RESOURCES, 2013, 25(4): 8-15.
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https://www.gtzyyg.com/CN/10.6046/gtzyyg.2013.04.02      或      https://www.gtzyyg.com/CN/Y2013/V25/I4/8
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