期刊文献+

GVG农情采样系统及其应用 被引量:32

GVG, a Crop Type Proportion Sampling Instrument
下载PDF
导出
摘要 介绍了通过对GPS、VIDEO摄像头、GIS的综合集成 ,用于野外农作物采样的信息快速采集、定位和处理分析系统 ,简称为GVG农情采样系统。系统包括影像采集卡、视频摄像头、GPS接收卡、GPS天线和工控计算机 ,在野外采集时采用汽车为主要工作平台 ,以各级公路为样线进行动态采样。系统工作时实时采集GPS信号 ,捕捉视频影像 ,同时根据GPS位置自动获得GIS属性信息 ,并自动记录在后台数据库。野外工作结束后 ,系统提供的功能允许操作人员对每条记录的照片中各类农作物所占比例进行赋值 ,统计单元内各种作物的分类成数 ,包括采样线、县级、农业区划级和省级单元。GVG系统的自动数据采集方式和GIS支持下的图像分析和统计方法提高了数据的采集和室内数据分析的效率 ,同时保证了采样的精度 ,经过不同地区的精度检验 ,作为“中国农情遥感监测系统”的重要组成部分 ,在全国范围内对大宗农作物分类成数的监测精度达到 95 %以上。 GVG instrument is an integration of video capture card,GPS receiver and GIS for collecting the crop type proportions in the field. VIDEO and GPS are integrated into the GIS installed in a notebook. GVG mounted on car or motor takes records with video camera during the movement. The car should not be fast than 40 km/h in order to acquire high quality of pictures. When GVG is working, it records pictures and the position from GPS as well as geographical attributes from GIS data layer, for example county code, into a temporarily database. One person is enough to operate GVG in addition the driver. When fieldwork is done, the GVG provides the function to review every pictures recorded during the sampling. If the picture does not contain the arable land, it shall be discarded, otherwise, the proportion of every crop types will be recorded manually, and the picture will be recorded too. Once all pictures are reviewed for a transect line, it is easy to calculate the proportion of crop types. The crop proportions for a county can be calculated from all transect lines within the county, and the same for stratum. GVG has been used to obtain the crop type proportions of entire country since 1999. The extensive validation shows the GVG can have the accuracy of 95% for main crops, including wheat, rice, maize and soybean. According to the principle of GVG, it has multi-purpose applications, not only on the crop type proportions, but also on environment monitoring for example.
出处 《遥感学报》 EI CSCD 北大核心 2004年第6期570-580,共11页 NATIONAL REMOTE SENSING BULLETIN
基金 中国科学院95重大项目(KZ951A130202) 特别支持项目(KZ95T0302) 中国科学院知识创新工程重要方向项目(KZCX2313) 科技部十五攻关项目(2001BA513B02) 中国科学院遥感所领域前沿项目:样条采样框架的理论基础与精度检验方法研究。
关键词 GVG 面积采样 分类成数 GVG area sampling crop type proportion
  • 相关文献

参考文献5

二级参考文献47

  • 1王乃斌,覃平,周迎春.应用TM图像采用模式识别技术自动提取冬小麦播种面积的研究[J].遥感技术与应用,1993,8(4):28-33. 被引量:18
  • 2邓坤枚,李世顺,陈屹松.小麦产量的遥感动态预估研究──以山东禹城县为例[J].自然资源学报,1994,9(3):271-279. 被引量:7
  • 3吴炳方.NOAA AVHRR 1B数据的几何精纠正[J].环境遥感,1994,9(4):287-295. 被引量:16
  • 4李树楷.初论三“S”一体化信息技术[J].环境遥感,1995,10(1):76-80. 被引量:33
  • 5Li Q Z, Wu B F.Discrimination of Seed Rape and Winter Wheat using two-date ETM Data [A].International Conference on Computer Graphics and Spatial Information System[C].Beijing: China Meteorological Press, 2002.
  • 6Liew S C, Kam S, Tuong T, et al.Application of Multitemporal ERS-2 Synthetic Aperture Radar in Delineating Rice Cropping Systems in the Mekong River Delta[A].Vietnam, IEEE Transactions on Geosciences and Remote Sensing[C].1998, 36 (5): 1412-1420.
  • 7Sushil Pradhan.Crop Area Estimation Using GIS, Remote Sensing and Area Frame Sampling[J].JAG, 2001, 3 (1): 86-92.
  • 8Li S K.A General Introduction to the Complete Set of Research Achievements ''A Study of National Agroclimatic Resources and Agroclimatic Regionalization in China'' [J].Journal of Arid Land Resources and Environment,1994,4(2):116-122
  • 9Michael S Williams, Marian Eriksson.Comparing the Two Paradigms for Fixed-area Sampling in Large-scale Inventories[J].Forest Ecology and Management, 2002, 168: 135-148.
  • 10Bush J, House C.The Area Frame: a Sampling Base for Establishment Surveys[A].Cox B G, Binder D A, Chinnappa B N, et al.Business Survey Methods[C].Wiley, New York, 1995.

共引文献360

同被引文献384

引证文献32

二级引证文献478

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部