Dynamic Calibration Model Status Report


DFC PM25 Calibration Open
Feature
[P]-PM2.5, [T]-Temperature, [R]-Relative humidity, [H]-Hour at which data is sensed
Method
[RR]-Ridge Regression,  [LassoR]-Lasso Regression,  [LinearR]-LinearRegression,  [BR]-BayesianRidge,  [RFR]-Random Forest Regression,  [SVR]-Support Vector Regression,  [GAM]-Generalized Additive Model

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Date
SiteName
Sensor
Site GPS
AirBox Consistency
Model Info
Model Performance
Download
Latitude
Longitude
Data Length (day)
Feature
Method
Validation MAE
Original MAE
Model
Config
OfflinebanqiaoPMS500325.013121.459--------
OfflinebanqiaoSPS3025.013121.459--------
OfflinechanghuaPMS500324.066120.542--------
OfflinechanghuaSPS3024.066120.542--------
OfflinechiayiPMS500323.463120.441--------
OfflinechiayiSPS3023.463120.441--------
OfflinedouliuPMS500323.712120.545--------
OfflinedouliuSPS3023.712120.545--------
OfflinefengyuanPMS500324.257120.742--------
OfflinefengyuanSPS3024.257120.742--------
OfflinehengchunPMS500321.958120.789--------
OfflinehengchunSPS3021.958120.789--------
OfflinehsinchuPMS500324.806120.972--------
OfflinehsinchuSPS3024.806120.972--------
OfflinehualienPMS500323.971121.6--------
OfflinehualienSPS3023.971121.6--------
OfflinekeelungPMS500325.129121.76--------
OfflinekeelungSPS3025.129121.76--------
OfflinekinmenPMS500324.432118.312--------
OfflinekinmenSPS3024.432118.312--------
OfflinemagongPMS500323.569119.566--------
OfflinemagongSPS3023.569119.566--------
OfflinematsuPMS500326.16119.95--------
OfflinematsuSPS3026.16119.95--------
OfflinemeinongPMS500322.884120.531--------
OfflinemeinongSPS3022.884120.531--------
OfflinemiaoliPMS500324.565120.82--------
2023-02-03miaoliSPS3024.565120.82-30PHSVR1.6824.355DownloadDownload
OfflinenantouPMS500323.913120.685--------
OfflinenantouSPS3023.913120.685--------
OfflinepingtungPMS500322.673120.488--------
OfflinepingtungSPS3022.673120.488--------
OfflinepingzhenPMS500324.953121.204--------
OfflinepingzhenSPS3024.953121.204--------
OfflinepuziPMS500323.467120.248--------
OfflinepuziSPS3023.467120.248--------
OfflineqianjinPMS500322.633120.288--------
OfflineqianjinSPS3022.633120.288--------
OfflinesanyiPMS500324.383120.759--------
OfflinesanyiSPS3024.383120.759--------
OfflineshilinPMS500325.105121.515--------
OfflineshilinSPS3025.105121.515--------
OfflinetainanPMS500322.985120.203--------
OfflinetainanSPS3022.985120.203--------
OfflinetaitungPMS500322.755121.15--------
OfflinetaitungSPS3022.755121.15--------
2024-08-24taoyuanPMS500324.995121.3040.22421PTBR3.5558.436DownloadDownload
2023-02-03taoyuanSPS3024.995121.304-30PTRGAM3.0781.858DownloadDownload
2024-08-24wanhuaPMS500325.047121.5080.99630PHTRSVR1.8994.872DownloadDownload
OfflinewanhuaSPS3025.047121.508--------
OfflinexinyingPMS500323.306120.317--------
OfflinexinyingSPS3023.306120.317--------
OfflinexizhiPMS500325.067121.642--------
OfflinexizhiSPS3025.067121.642--------
OfflineyangmingPMS500325.183121.53--------
2023-02-03yangmingSPS3025.183121.53-30PHGAM0.8862.853DownloadDownload
OfflineyilanPMS500324.748121.746--------
2023-02-03yilanSPS3024.748121.746-30PHTGAM2.2594.589DownloadDownload
2024-08-24zhongmingPMS500324.152120.641-7PTRFR1.9412.503DownloadDownload
2023-02-03zhongmingSPS3024.152120.641-30PTSVR-3.268DownloadDownload
OfflinezhudongPMS500324.741121.089--------
OfflinezhudongSPS3024.741121.089--------

Data Source
Github Open Project
Usage Example