测绘与空间地理信息
測繪與空間地理信息
측회여공간지리신식
Geomatics & Spatial Information Technology
2015年
10期
85-87,91
,共4页
NDVI时间序列%物候信息%平滑重构%TIMESAT
NDVI時間序列%物候信息%平滑重構%TIMESAT
NDVI시간서렬%물후신식%평활중구%TIMESAT
NDVI time series%phonological information%smooth and reconstruct%TIMESAT
利用黑龙江省2012年16 d 250 m的MODIS NDVI数据,使用Savitsky-Golay滤波法、Logistic调合函数模型和非对称Gaussian模型3种方法对曲线拟合重构,引入均方根误差比较3种方法的优劣;在曲线平滑的基础上提取物候参数,分别对森林和农用地用固定阈值和动态阈值提取其物候参数,目的在于比较两种阈值设定方法的优劣,并获取阈值使物候参数结果与作物农事历信息吻合。结果表明, Savitsky-Golay滤波法在与原始曲线近似度方面优于另外两种拟合方法。
利用黑龍江省2012年16 d 250 m的MODIS NDVI數據,使用Savitsky-Golay濾波法、Logistic調閤函數模型和非對稱Gaussian模型3種方法對麯線擬閤重構,引入均方根誤差比較3種方法的優劣;在麯線平滑的基礎上提取物候參數,分彆對森林和農用地用固定閾值和動態閾值提取其物候參數,目的在于比較兩種閾值設定方法的優劣,併穫取閾值使物候參數結果與作物農事歷信息吻閤。結果錶明, Savitsky-Golay濾波法在與原始麯線近似度方麵優于另外兩種擬閤方法。
이용흑룡강성2012년16 d 250 m적MODIS NDVI수거,사용Savitsky-Golay려파법、Logistic조합함수모형화비대칭Gaussian모형3충방법대곡선의합중구,인입균방근오차비교3충방법적우렬;재곡선평활적기출상제취물후삼수,분별대삼림화농용지용고정역치화동태역치제취기물후삼수,목적재우비교량충역치설정방법적우렬,병획취역치사물후삼수결과여작물농사력신식문합。결과표명, Savitsky-Golay려파법재여원시곡선근사도방면우우령외량충의합방법。
This assay is based on the sixteen-day, 250 meters MODIS NDVI dataset in the year 2012, and use three methods-the Savitsky-Golay filter, the Logistic filter and the Gaussian model-respectively to construct the NDVI time series, then use the root-mean-square error to compare the quality of the three methods.Extracting phonological parameters on the base of smoothed curves through setting different dynamical and stationary thresholds to contrast which setting method is better, and to get a appropriate thresh-old that math the seasonal calendar accurately.The results indicate that, the Savitsky-Golay filter is better than the others in respect of the extend of approximating to the crude curves;using the stationary method to extract phonology parameters can match the season calendar more accurately than using stationary method.