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2000—2013年關(guān)中地區(qū)耕地復(fù)種指數(shù)遙感動(dòng)態(tài)監(jiān)測(cè)
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國(guó)家高技術(shù)研究發(fā)展計(jì)劃(863計(jì)劃)項(xiàng)目(2013AA102401-2)


Dynamic Monitoring of Cropping Index in Guanzhong Area Using Remote Sensing in 2000—2013
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    摘要:

    為了了解陜西關(guān)中地區(qū)2000—2013年耕地復(fù)種的時(shí)空變化特征,以250m 16d最大值合成的MODIS NDVI影像為數(shù)據(jù)源,使用Savitzky-Golay迭代濾波技術(shù)重構(gòu)了農(nóng)作物NDVI曲線(xiàn),應(yīng)用二次差分法結(jié)合作物物候歷,提取了14a的復(fù)種指數(shù)。結(jié)果表明:關(guān)中地區(qū)復(fù)種指數(shù)空間上以西安市區(qū)為中心呈輻射狀遞減,一年兩熟制耕地主要分布于海拔600m以下的渭河階地,其他地區(qū)主要實(shí)行一年一熟制;2000—2013年總體呈下降趨勢(shì),從2000年的156.4%下降到2013年的130%,在2005年前后,降幅分別為2%和15.7%,城鎮(zhèn)化進(jìn)程和經(jīng)濟(jì)型農(nóng)業(yè)的推進(jìn)是影響復(fù)種指數(shù)下降的主要因素;與統(tǒng)計(jì)資料相比,地市級(jí)尺度上平均相對(duì)誤差為0.3%~15.1%。像元尺度上驗(yàn)證精度達(dá)到93.7%,研究結(jié)果能夠?yàn)閰^(qū)域農(nóng)業(yè)決策提供可靠的數(shù)據(jù)基礎(chǔ)。

    Abstract:

    Multiple cropping is an efficient way to improve the crop yield for Guanzhong area of Chinese Loess Plateau. The spatiotemporal pattern change of multiple cropping in Guanzhong area from 2000 to 2013 was investigated. Cropping index was employed to quantitatively assess the multiple cropping. The twi-difference algorithm was applied to estimate the cropping index based on the crop NDVI time-series reconstructed from 250m 16d MODIS NDVI datasets with the iterative Savitzky-Golay method. Results were as follows: the cropping index was shown to be the highest in Xi’an City and it was decreased with the increase of distance from the city;the croplands with double seasons were mainly located in the Weihe River plain with an altitude of less than 600m;the single-season croplands were primarily distributed over the loess ravine regions of the northern Guanzhong area, Qinling mountain area of the southern Guanzhong area and alluvial plain along the Yellow River (eastern Guanzhong area). The cropping index in 2000—2013 was found to reveal a two-stage downward trend. During 2000—2005, the cropping index was reduced very slowly and the rate of the decline was less than 2%;however, the decrease rate became high during 2006—2013 which reached 15.7% in 2013. The development of urbanization and economical agriculture were demonstrated to significantly influence the decline of cropping index. Through the comparison with the statistics issued by the government, the average relative error of cropping index estimated from MODIS datasets was between 0.3% and 15.1% at the regional level, and the result also had an accuracy of 93.7% at the pixel level. The presented results provided useful and reliable information for the decision making on spatially-targeted local agricultural planning.

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申健,常慶瑞,李粉玲,秦占飛,謝寶妮.2000—2013年關(guān)中地區(qū)耕地復(fù)種指數(shù)遙感動(dòng)態(tài)監(jiān)測(cè)[J].農(nóng)業(yè)機(jī)械學(xué)報(bào),2016,47(8):280-287. Shen Jian, Chang Qingrui, Li Fenling, Qin Zhanfei, Xie Baoni. Dynamic Monitoring of Cropping Index in Guanzhong Area Using Remote Sensing in 2000—2013[J]. Transactions of the Chinese Society for Agricultural Machinery,2016,47(8):280-287.

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  • 收稿日期:2016-05-07
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  • 在線(xiàn)發(fā)布日期: 2016-08-10
  • 出版日期: 2016-08-10