## Landslide susceptibility mapping (LSM)
### 数据说明
- 影响因子与标签均为TIF格式，且尺寸宽高均相同
- 影响因子命名为 **xxx_5.tif** (5为重分类数量，可修改为自己数据的值)
- 标签命名需含有 **label** (便于程序自动识别) 见下图
- 标签需制作成具有0、1、2、3四类型的点，具体参考项目 **example_label.tif**
### 运行说明
- 将项目clone到与data文件夹（影响因子与标签均存放于data文件夹）同一目录下
- 将cofig中第一个参数修改为自己的data文件夹名称, 其余参数均有详细注释
- 运行 **start.py**
### 必要库安装
- GDAL 2.4.1
Landslide-susceptibility-mapping-main
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2023-03-23
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Landslide-susceptibility-mapping-main.zip （64个子文件） 
utils.py 5KB generate_LSM.py 2KB read_data.py 9KB
data duanceng_9.tif 508KB aspect_9.tif 508KB aspect_recl.tfw 92B aspect_recl.tif.vat.cpg 5B road_9.tif 508KB aspect_recl.tif.vat.dbf 436B gcyz_9.tif 508KB qifudu_9.tif 508KB river_9.tif 508KB cucaodu_recl.tif.vat.dbf 436B cucaodu_recl.tfw 92B slope_9.tif 508KB aspect_recl.tif.aux.xml 976B cucaodu_recl.tif.aux.xml 975B cucaodu_recl.tif.ovr 209KB elevation_9.tif 508KB label1.tif.aux.xml 875B gougumd_9.tif 508KB label1.tif 3.94MB aspect_recl.tif.ovr 209KB cucaodu_recl.tif.vat.cpg 5B structure_vis.py 1KB start.py 736B model.py 2KB .idea workspace.xml 3KB misc.xml 188B Landslide-susceptibility-mapping-main.iml 485B inspectionProfiles profiles_settings.xml 174B modules.xml 333B .gitignore 50B train_cnn.py 4KB example_label.tif 3.94MB Result 
train_AUC.png 116KB best.pth 3.33MB val_AUC.png 123KB lsm_test.tif 3.39MB latest.pth 3.33MB log_dir events.out.tfevents.1679485394.DESKTOP-V3FB451 40B events.out.tfevents.1679490769.DESKTOP-V3FB451 40B LOSS Train_Loss events.out.tfevents.1679490986.DESKTOP-V3FB451 9KB events.out.tfevents.1679491290.DESKTOP-V3FB451 468B valid valid_loss events.out.tfevents.1679491292.DESKTOP-V3FB451 518B events.out.tfevents.1679490989.DESKTOP-V3FB451 9KB events.out.tfevents.1679490973.DESKTOP-V3FB451 40B ACC Train_Acc events.out.tfevents.1679490986.DESKTOP-V3FB451 8KB events.out.tfevents.1679491290.DESKTOP-V3FB451 458B valid valid_acc events.out.tfevents.1679491292.DESKTOP-V3FB451 508B events.out.tfevents.1679490989.DESKTOP-V3FB451 9KB events.out.tfevents.1679486173.DESKTOP-V3FB451 40B events.out.tfevents.1679485603.DESKTOP-V3FB451 40B events.out.tfevents.1679486762.DESKTOP-V3FB451 40B events.out.tfevents.1679491277.DESKTOP-V3FB451 40B example_label.tif.aux.xml 875B __pycache__ config.cpython-39.pyc 2KB model.cpython-39.pyc 2KB train_cnn.cpython-39.pyc 3KB utils.cpython-39.pyc 3KB generate_LSM.cpython-39.pyc 2KB read_data.cpython-39.pyc 7KB README.md 779B config.py 3KB资源评论
