农业工程学报2012，Vol.28Issue(3)：203-209,7.DOI:10.3969/j.issn.1002-6819.2012.03.035
中低分辨率小波融合的玉米种植面积遥感估算
Estimation of maize planting area based on wavelet fusion of multi-resolution images
摘要
Abstract
The integration of mid-coarse-resolution remote sensing images provides abundant information, and therefore tends to be a popular way in large scale crop planting area estimation. This research utilized conventional MODIS and TM records to present an instance in large area maize planting area estimation. The wavelet fusion was adopted for obtaining normalized difference vegetation index (NDVI) with a spatial resolution of 30 m from both MODIS and TM images. And the standard growing curves of main fall crops were then constructed with the NDVI time series, which indicating crops difference in phenology. Minimum distance classification was carried out with the NDVI time series for mapping maze sown area in a typical maize-planting county, Yuanyan, Henan province. The result was validated with the in-situ parcels, which showing a better gross and position accuracies (89% and 90%) than those with either MODIS or TM records. The research can provide an efficient way with abundance information from both mid and coarse resolution records, and thus improve the applicability of remote sensing in large area crop area estimation.关键词
遥感/小波变换/估算/玉米/种植面积/MODIS/TM/最小距离Key words
remote sensing/wavelet transform/estimation/maize/planting area/MODIS/TM/minimum distance分类
信息技术与安全科学引用本文复制引用
顾晓鹤,韩立建,王纪华,黄文江,何馨..中低分辨率小波融合的玉米种植面积遥感估算[J].农业工程学报,2012,28(3):203-209,7.基金项目
国家自然科学青年基金项目(41001199) （41001199）
北京市科技新星计划项目(2010B024) （2010B024）
北京市优秀人才计划项目(PYZZ090416001998). （PYZZ090416001998）
