Wheat yield estimates using multi-temporal NDVI satellite imagery

被引:193
作者
Labus, MP [1 ]
Nielsen, GA
Lawrence, RL
Engel, R
Long, DS
机构
[1] Montana State Univ, Dept Land Resources & Environm Sci, Bozeman, MT 59717 USA
[2] Montana State Univ, No Agr Res Ctr, Havre, MT 59501 USA
关键词
D O I
10.1080/01431160110107653
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
We examined seasonal growth profiles developed from AVHRR-NDVI for estimating wheat yield at regional and farm scales in Montana for the years 1989-1997. Both regions and farms showed strong relationships between wheat yields and integrated NDVI over the entire growing season, and with late-season NDVI parameters. The use of AVHRR-NDVI growth profiles at the regional level provided the strongest yield estimates. At the farm scale, the spatial resolution (1 km(2)) limited the certainty for accurate portrayal of field locations. However, our models provide a basis for further examination of time-series satellite data.
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收藏
页码:4169 / 4180
页数:12
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