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Qiezi Chao's Projects

cnn-lstm-model-is-used-to-predict-ndvi icon cnn-lstm-model-is-used-to-predict-ndvi

西南山区植被对水文气候变化的非线性响应量化研究，包括MODIS、GLDAS、Rs数据的预处理以及CNN-LSTM模型的搭建、训练和特征重要性分析.

envi-idl_course_experiments icon envi-idl_course_experiments

学习性的ENVI IDL上机实验,包括IDL基本语法、OMI产品读取、MODIS04-GRID最近邻站点提取、MODIS-SWATH重投影、插值算法、FY4A定标提取、ERA5再分析资料等等相关遥感大数据处理

extremeprecipitation icon extremeprecipitation

FY4A-QPE产品的预处理和MMK趋势分析和Hurst指数等相关统计分析,以及制图分析(箱线图/折线图等)

radarclass icon radarclass

基于ConvLSTM2D、CNN3D等模型架构对Sentinel-1的多时序雷达数据进行农作物分类，

read_fy3d_tshs icon read_fy3d_tshs

用于将FY3D TSHS产品中的MWTS_Ch_BT(MWTS 通道亮温) 和MWHS_Ch_BT(MWHS 通道亮温)两个数据集 进行重投影并输出为TIFF文件,并且对FY3D输出的tiff文件进行镶嵌(合成为每天), 并进行无效值近邻填充

streamflowsimulation icon streamflowsimulation

基于LSTM针对长时序的气温、降水、气压、相对湿度、风速等气象站点数据，对尼洋河径流进行模拟预测

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