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.idea
.idea
 
 
DOC
DOC
 
 
DX
DX
 
 
单变量散点图预测
单变量散点图预测
 
 
多变量散点图预测
多变量散点图预测
 
 
教程步骤
教程步骤
 
 
训练集
训练集
 
 
.gitattributes
.gitattributes
 
 
DLIM.py
DLIM.py
 
 
ELM.py
ELM.py
 
 
ELM2.py
ELM2.py
 
 
HS_01.py
HS_01.py
 
 
HS_01.txt
HS_01.txt
 
 
HS_02.txt
HS_02.txt
 
 
HS_02_三边参数.py
HS_02_三边参数.py
 
 
HS_03.txt
HS_03.txt
 
 
HS_03_原始光谱一阶导数光谱的相关性以及水平检验.py
HS_03_原始光谱一阶导数光谱的相关性以及水平检验.py
 
 
HS_04_draw_spad.py
HS_04_draw_spad.py
 
 
HS_04_draw_spad.txt
HS_04_draw_spad.txt
 
 
HS_04_draw_water_svc.py
HS_04_draw_water_svc.py
 
 
HS_05.py
HS_05.py
 
 
HS_05.txt
HS_05.txt
 
 
HS_06.txt
HS_06.txt
 
 
HS_06_01.py
HS_06_01.py
 
 
HS_06_植被指数.py
HS_06_植被指数.py
 
 
HS_07.txt
HS_07.txt
 
 
HS_07_植被指数、遥感参数的相关系数以及水平检验.py
HS_07_植被指数、遥感参数的相关系数以及水平检验.py
 
 
HS_08.py
HS_08.py
 
 
HS_08.txt
HS_08.txt
 
 
HS_09.py
HS_09.py
 
 
HS_10_一元线性回归.py
HS_10_一元线性回归.py
 
 
HS_10_普通回归分析.py
HS_10_普通回归分析.py
 
 
HS_11_去偏离值最小二乘回归.py
HS_11_去偏离值最小二乘回归.py
 
 
HS_12_singlevaribles_ML.py
HS_12_singlevaribles_ML.py
 
 
HS_13_multivaribles_ML.py
HS_13_multivaribles_ML.py
 
 
HS_14_multivaribles_ML_去偏离值.py
HS_14_multivaribles_ML_去偏离值.py
 
 
HS_15_各时期选取不同变量的情况.py
HS_15_各时期选取不同变量的情况.py
 
 
HS_16_ML_不同变量情况.py
HS_16_ML_不同变量情况.py
 
 
HS_17_ML_mulity_不同变量情况.py
HS_17_ML_mulity_不同变量情况.py
 
 
HS_18_RF and SVR.py
HS_18_RF and SVR.py
 
 
HS_19_多元线性回归.py
HS_19_多元线性回归.py
 
 
LCC-VIs.xlsx
LCC-VIs.xlsx
 
 
LCC.png
LCC.png
 
 
LICENSE
LICENSE
 
 
LWC-VIs.xlsx
LWC-VIs.xlsx
 
 
Multivariate.xlsx
Multivariate.xlsx
 
 
R2.py
R2.py
 
 
README.md
README.md
 
 
RF,SVR.xlsx
RF,SVR.xlsx
 
 
RFKfold_joe.py
RFKfold_joe.py
 
 
RF_joe.py
RF_joe.py
 
 
RMSE.png
RMSE.png
 
 
R_2.png
R_2.png
 
 
VIs.py
VIs.py
 
 
boxplot.py
boxplot.py
 
 
cal.py
cal.py
 
 
heatmap(1).py
heatmap(1).py
 
 
heatmap.py
heatmap.py
 
 
heatmap_3.py
heatmap_3.py
 
 
id_rsa
id_rsa
 
 
sig文件平均.py
sig文件平均.py
 
 
two_scales.py
two_scales.py
 
 
原始光谱.xlsx
原始光谱.xlsx
 
 
合并表格.py
合并表格.py
 
 
多酚数据转换成excel格式.py
多酚数据转换成excel格式.py
 
 
相关分析.py
相关分析.py
 
 
箱线图.py
箱线图.py
 
 

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Hyper_Spectral

高光谱遥感反演相关代码

  • 高光谱遥感数据清洗
  • 最小二乘回归建模
  • SVM建模
  • 决策树建模
  • 随机森林建模
  • XGBOOST建模
  • 模型评估

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高光谱遥感反演

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  • Python 100.0%