xiaoguorui / Landslide-Susceptibility

Landslide susceptibility mapping by deep learning and slope unit

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Landslide-Susceptibility

SlopeCardMake.py 输入tif格式的影响因子图层与以fid为灰度值的斜坡单元图层,输出fid.npy的斜坡单元卡片与1D因子。 SlopeCardResize.py 将斜坡单元卡片rezise为统一大小并得到一个npy文件。 data_read.py 数据读取与增强。 nni_trial 借助nni实现模型的超参数优化,并进行滑坡易发性评价。

First,installing Requirements Second,cd nni_trial Last,nnictl create --config config.yml

Requirements:keras/nni/pandas/numpy/matplotlib

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Landslide susceptibility mapping by deep learning and slope unit


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