Code and data for "Vehicles as sensors: high accuracy precipitation maps from windshield wiper measurements"
- Video footage labeling (hi-res):
- Raw NEXRAD data (2014-06-12):
- Raw NEXRAD data (2014-06-28):
- Raw NEXRAD data (2014-08-11):
- NEXRAD DPR Netcdf (2014-06-12):
- NEXRAD DPR Netcdf (2014-06-28):
- NEXRAD DPR Netcdf (2014-08-11):
- Rain gages:
- https://s3.us-east-2.amazonaws.com/vehicles-as-sensors/raw_data/rain_gages/KMIANNAR13
- https://s3.us-east-2.amazonaws.com/vehicles-as-sensors/raw_data/rain_gages/KMIANNAR22
- https://s3.us-east-2.amazonaws.com/vehicles-as-sensors/raw_data/rain_gages/KMIANNAR24
- https://s3.us-east-2.amazonaws.com/vehicles-as-sensors/raw_data/rain_gages/KMIANNAR26
- https://s3.us-east-2.amazonaws.com/vehicles-as-sensors/raw_data/rain_gages/KMIANNAR33
- https://s3.us-east-2.amazonaws.com/vehicles-as-sensors/raw_data/rain_gages/KMIANNAR34
- https://s3.us-east-2.amazonaws.com/vehicles-as-sensors/raw_data/rain_gages/KMIANNAR38
- https://s3.us-east-2.amazonaws.com/vehicles-as-sensors/raw_data/rain_gages/KMIANNAR40
- https://s3.us-east-2.amazonaws.com/vehicles-as-sensors/raw_data/rain_gages/KMIANNAR41
- https://s3.us-east-2.amazonaws.com/vehicles-as-sensors/raw_data/rain_gages/KMIANNAR44
- https://s3.us-east-2.amazonaws.com/vehicles-as-sensors/raw_data/rain_gages/KMIANNAR47
- https://s3.us-east-2.amazonaws.com/vehicles-as-sensors/raw_data/rain_gages/KMIANNAR49
- https://s3.us-east-2.amazonaws.com/vehicles-as-sensors/raw_data/rain_gages/KMIANNAR5
- https://s3.us-east-2.amazonaws.com/vehicles-as-sensors/raw_data/rain_gages/KMIANNAR51
- https://s3.us-east-2.amazonaws.com/vehicles-as-sensors/raw_data/rain_gages/KMIANNAR55
- https://s3.us-east-2.amazonaws.com/vehicles-as-sensors/raw_data/rain_gages/KMIANNAR56
- https://s3.us-east-2.amazonaws.com/vehicles-as-sensors/raw_data/rain_gages/KMIANNAR57
- https://s3.us-east-2.amazonaws.com/vehicles-as-sensors/raw_data/rain_gages/KMIANNAR59
- https://s3.us-east-2.amazonaws.com/vehicles-as-sensors/raw_data/rain_gages/KMICHELS1
- https://s3.us-east-2.amazonaws.com/vehicles-as-sensors/raw_data/rain_gages/KMICHELS10
- https://s3.us-east-2.amazonaws.com/vehicles-as-sensors/raw_data/rain_gages/KMICHELS6
- https://s3.us-east-2.amazonaws.com/vehicles-as-sensors/raw_data/rain_gages/KMIDEXTE4
- https://s3.us-east-2.amazonaws.com/vehicles-as-sensors/raw_data/rain_gages/KMISALIN2
- https://s3.us-east-2.amazonaws.com/vehicles-as-sensors/raw_data/rain_gages/KMISALIN4
- https://s3.us-east-2.amazonaws.com/vehicles-as-sensors/raw_data/rain_gages/KMISALIN6
- https://s3.us-east-2.amazonaws.com/vehicles-as-sensors/raw_data/rain_gages/KMISALIN7
- https://s3.us-east-2.amazonaws.com/vehicles-as-sensors/raw_data/rain_gages/KMISALIN8
- https://s3.us-east-2.amazonaws.com/vehicles-as-sensors/raw_data/rain_gages/KMISALIN9
- https://s3.us-east-2.amazonaws.com/vehicles-as-sensors/raw_data/rain_gages/KMIYPSIL10
- https://s3.us-east-2.amazonaws.com/vehicles-as-sensors/raw_data/rain_gages/KMIYPSIL11
- https://s3.us-east-2.amazonaws.com/vehicles-as-sensors/raw_data/rain_gages/KMIYPSIL13
- https://s3.us-east-2.amazonaws.com/vehicles-as-sensors/raw_data/rain_gages/KMIYPSIL14
- https://s3.us-east-2.amazonaws.com/vehicles-as-sensors/raw_data/rain_gages/KMIYPSIL5
- Vehicle Data:
(Note: In order to protect the privacy of the drivers, vehicle paths near drivers' private residences have been redacted)
- https://s3.us-east-2.amazonaws.com/vehicles-as-sensors/raw_data/vehicle_data_r/20140612.csv
- https://s3.us-east-2.amazonaws.com/vehicles-as-sensors/raw_data/vehicle_data_r/20140628.csv
- https://s3.us-east-2.amazonaws.com/vehicles-as-sensors/raw_data/vehicle_data_r/20140629.csv
- https://s3.us-east-2.amazonaws.com/vehicles-as-sensors/raw_data/vehicle_data_r/20140701.csv
- https://s3.us-east-2.amazonaws.com/vehicles-as-sensors/raw_data/vehicle_data_r/20140805.csv
- https://s3.us-east-2.amazonaws.com/vehicles-as-sensors/raw_data/vehicle_data_r/20140811.csv
- https://s3.us-east-2.amazonaws.com/vehicles-as-sensors/raw_data/vehicle_data_r/20140819.csv
- https://s3.us-east-2.amazonaws.com/vehicles-as-sensors/raw_data/vehicle_data_r/20140820.csv
- https://s3.us-east-2.amazonaws.com/vehicles-as-sensors/raw_data/vehicle_data_r/20140821.csv
- Camera data:
- https://s3.us-east-2.amazonaws.com/vehicles-as-sensors/processed_data/camera_observations_r/camera_observations_1m.csv
- https://s3.us-east-2.amazonaws.com/vehicles-as-sensors/processed_data/camera_observations_r/camera_observations_comparison.csv
- https://s3.us-east-2.amazonaws.com/vehicles-as-sensors/processed_data/camera_observations_r/camera_validation.csv
- Radar data:
- Wiper-corrected product: