Investigating the impact of classification features and classifiers on crop mapping performance in heterogeneous agricultural landscapes

Timely and accurate mapping crops is essential for agricultural management, policy making and food security. The smallholder agricultural systems lead to large number of fragmented and heterogeneous landscape, making fine crop mapping a huge challenge. Feature and classifier selection are two import...

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Bibliographic Details
Main Authors: Huanxue Zhang, Yuji Wang, Jiali Shang, Mingxu Liu, Qiangzi Li
Format: Article
Language:English
Published: Elsevier 2021-10-01
Series:International Journal of Applied Earth Observations and Geoinformation
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S0303243421000957