Large Area Crop Type Mapping with Irregular Satellite Image Time Series Using Deep Convolutional Neural Network

Diyou LIU1, Ning Yang2, Tianwei Ren3, Quan Xiong4, Lin Zhang5, Zhenbo Du4, Zhe Liu4, Jianxi Huang6, Xiaodong Zhang4, Wenju Yun3 and Dehai Zhu4, (1)China Agricultural University(CAU), Department of Geographic Information Engineering, College of Land Science and Technology, Beijing, China, (2)China Agricultural University, Department of Geographic Information Engineering, Beijing, China, (3)CAU China Agricultural University, Beijing, China, (4)CAU China Agricultural University, College of Land Science and Technology, Beijing, China, (5)CAU China Agricultural University, Department of Geographic Information Engineering, Beijing, China, (6)China Agricultural University, College of Land Science and Technology, Beijing, China