LU Zhong-jun,LIU Ke-bao,LIU Shu-bin,et al.Study on Improving the Extraction Accuracy of Crop Planting Area[J].HEILONGJIANG AGRICULTURAL SCIENCES,2015,(07):141-147.[doi:10.11942/j.issn1002-2767.2015.07.0141]
农作物种植面积提取精度提高技术研究
- Title:
- Study on Improving the Extraction Accuracy of Crop Planting Area
- 文章编号:
- 1002-2767（2015）07-0141-07
- 分类号:
- S127
- 文献标志码:
- A
- 摘要:
- 随着遥感技术的快速发展，应用遥感影像特别是中高分辨率卫星影像进行农业工作成为遥感技术和农业工程发展的必然趋势，利用2011年RapidEye数据模拟中高分辨率卫星数据进行农作物种植面积提取精度提高技术研究，选取黑龙江省肇东市为研究区域，通过对中高分辨率卫星农作物提取结果进行系数扣除，对比分析三种扣除系数对肇东市水稻、玉米和大豆提高精度的效果，达到提高农作物提取精度的效果。结果表明：在种植结构相对单一区，利用地面样方扣除系数，精度提高显著；在复杂种植结构种植区，利用多尺度扣除系数精度提高显著。
- Abstract:
- With the rapid development of remote sensing technology,the application of remote sensing images,especially high and moderate spatial resolution satellite images in agriculture became the inevitable trend of remote sensing technology and the development of agricultural engineering.Trough 2011 RapidEye data to simulate high and moderate resolution satellite data,researches improving the extraction accuracy of crop planting acreage.Taking Zhaodong City,Heilongjiang Province as the study area.Through the coefficient deduction of the high resolution satellite crop extraction,it improves the accuracy of crop extraction.The coefficient deduction used two kinds of sampling methods,and three methods of coefficient deduction were put forward,finally,three methods of coefficient deduction of Zhaodong rice,corns and soybeans to improve the accuracy was analyzed.The results showed that:in the area of which planting structure was relatively simple,using the ground sample deduction coefficient,accuracy was improved significantly; in the area of which planting structure was complex ,the use of multiscale deduction coefficient accuracy was improved significantly.
参考文献/References:
［1］刘歆.遥感技术在农业中的应用与发展［J］.科技创新导报，2011（27）：144-145.
[2]Wu B,Li Q.“Crop planting and type proportion method for crop acreage estimation ofcomplex agricultural landscapes,” Int［J］.J.Appl.Earth Obs.Geoinform,2012,16,101-112.
[3]Jia K,Wu B， Tian Y,et al.Vegetation classification method with biochemical composition estimated from remote sensing data[J].Int.J.Remote Sens,2011,32(24):9307-9325.
[4]杨红卫，童小华.中高分辨率遥感影像在农业中的应用现状［J］.农业工程学报，2012（12）：138-144.
[5]毛富仁.TM遥感影像解译数据中线状及细小地物的扣除[J].青海环境，2010，20（2）：81-85.
[6]曹卫彬,杨邦杰,宋金鹏.基于Landsat TM图像棉花面积提取中线状地物的扣除方法研究[J].农业工程学报,2004(2)：164-167.
[7]吴全，杨邦杰，裴志远，等.大尺度作物面积遥感监测中小地物的影响与双重抽样[J].农业工程学报 ,2004(3)：130-133.
[8]星球地图出版社.黑龙江省地图册[M].北京：星球地图出版社，2008.
[9]阳小琼,朱文泉，潘耀忠，等.作物种植面积空间对地抽样方法设计[J].农业工程学报，2007（12）：150-155.
[10]邓书斌.ENVI遥感图像处理方法[M].北京：科学出版社，2010.
[11]刘洋,辛蕊，孙晓明.人眼分辨率和卫星数据分辨率与成图比例尺的适用性分析[J].黑龙江农业科学，2012（9）：126-129.
相似文献/References:
[1]辛 蕊,刘 洋,付 斌,等.遥感技术在黑龙江省大豆种植面积监测中的应用[J].黑龙江农业科学,2011,(01):122.
XIN Rui,LIU Yang,FU Bin,et al.Application of Remote Sensing Technology in Monitoring SoybeanPlanting Area in Heilongjiang Province[J].HEILONGJIANG AGRICULTURAL SCIENCES,2011,(07):122.
[2]陆忠军.多源遥感数据在黑龙江水稻种植面积本底调查中的应用[J].黑龙江农业科学,2009,(06):134.[doi:10.11942/j.isn1002-2767.2009.06.0134]
LU Zhong-jun.Application of Multi-Source Remote Sensing Data in the BackgroundInvestigation of Rice Planting Area in Heilongjiang Province[J].HEILONGJIANG AGRICULTURAL SCIENCES,2009,(07):134.[doi:10.11942/j.isn1002-2767.2009.06.0134]
[3]孙向东.黑龙江省粮食主产区主要作物品种种植情况分析[J].黑龙江农业科学,2005,(02):12.[doi:10.11942/j.issn1002-2767.2005.02.0012]
SUN Xiang-dong.Analysis on Planting Situation of Major Crop Varieties in Primary Grain Crop Production Region of Heilongjiang Province[J].HEILONGJIANG AGRICULTURAL SCIENCES,2005,(07):12.[doi:10.11942/j.issn1002-2767.2005.02.0012]
[4]蔡鑫鑫,吕晓丽,谭娟,等.黑龙江省北部高寒区食用豆生产现状与趋势分析[J].黑龙江农业科学,2016,(04):160.[doi:10.11942/j.issn1002-2767.2016.04.0160]
CAI Xin-xin,LYU Xiao-li,TAN Juan,et al.Analysis of Current Situation and Trend of Edible Soybean Production in the North of Heilongjiang Province[J].HEILONGJIANG AGRICULTURAL SCIENCES,2016,(07):160.[doi:10.11942/j.issn1002-2767.2016.04.0160]
[5]刘艳霞,陆忠军,刘克宝.“3S"技术在水稻种植面积动态变化监测中的应用[J].黑龙江农业科学,2007,(03):85.[doi:10.11942/j.issn1002-2767.2007.03.0085]
LIU Yan-xia,LU Zhong-jun,LIU Ke-bao.Application of "3S" Technology on Monitoring the Dynamic Change of Rice Area[J].HEILONGJIANG AGRICULTURAL SCIENCES,2007,(07):85.[doi:10.11942/j.issn1002-2767.2007.03.0085]
[6]赵云彤,董清山,范书华,等.烟草及其有效成分在多领域中的应用与研究进展[J].黑龙江农业科学,2019,(04):154.[doi:10.11942/j.issn10022767.2019.04.0154]
[J].HEILONGJIANG AGRICULTURAL SCIENCES,2019,(07):154.[doi:10.11942/j.issn10022767.2019.04.0154]
[7]马锐,王晓军,李华芝,等.黑龙江省主要粮食作物种植面积与产量变化分析[J].黑龙江农业科学,2020,(08):96.[doi:10.11942/j.issn1002-2767.2020.08.0096]
[J].HEILONGJIANG AGRICULTURAL SCIENCES,2020,(07):96.[doi:10.11942/j.issn1002-2767.2020.08.0096]
备注/Memo
收稿日期：2015-03-03
第一作者简介：陆忠军（1975-），男，黑龙江省密山市人，硕士，副研究员，从事农业遥感的研究与应用研究。E-mail：lszyj@163.com。
通讯作者：刘克宝（1981-），男，黑龙江省佳木斯市人，硕士，助理研究员，从事农业遥感的研究与应用研究。E-mail：lkbrs@163.com。