Real-time precipitation forecasting system
A computerized method of processing data for use in weather modeling is provided. The method includes receiving, from a first data source, by a first server, microwave link data including signal attenuation information. The method also includes pre-processing, in real time, by the first server, the microwave link data, thereby producing pre-processed microwave link data. The method also includes storing the pre-processed microwave link data in a first data store. The method also includes receiving, from the first data store, by a second server, the pre-processed microwave link data. The method also includes processing, on a scheduled routine, by the second server, the pre-processed microwave link data using a data transform, thereby producing first weather data.
1. A computer-operated method for producing temporally-current weather forecasts comprising performing with at least one processor:
A) receiving data based at least in part on weather related measurement data comprising measured signal characteristics of a microwave communications link with at least one terrestrial endpoint,
B) pre-processing the weather related measurement data to create geolocated weather data,
C) within a series of processing cycles, processing the geolocated weather data created by the pre-processing to produce tiled weather data associated with each respective processing cycle in the series of processing cycles, and
D) processing the tiled weather data to generate temporally-current forecast weather data.
2. The computer-operated method of claim 1 wherein the received weather related measurement data includes radar data and/or weather related measurement datum.
3. The computer-operated method of claim 1 wherein pre-processing the weather related measurement data includes determining an accuracy metric.
4. The computer-operated method of claim 1 wherein pre-processing the weather related measurement data includes adding/calculating ancillary data and metadata.
5. The computer-operated method of claim 1 wherein pre-processing the weather related measurement data includes adding geolocated ancillary data and metadata to the geolocated weather data.
6. The computer-operated method of claim 1 wherein pre-processing the weather related measurement data includes transforming the received weather related measurement data into weather data such as precipitation data or wind speed.
7. The computer-operated method of claim 1 wherein pre-processing the weather related measurement data includes transforming geolocation data represented in weather satellite coordinate system to system-determined tile-coordinates, and storing the transformed geolocation data and associated system-determined tile-coordinates in a database associated with an identified processing cycle.
8. The computer-operated method of claim 1 wherein processing the tiled weather data to produce forecast weather data includes creating a temporally-current NowCast for a specified location.
9. The computer-operated method of claim 1 further comprising receiving a request for temporally current forecast weather data for a specified location, and wherein processing the tiled weather data to produce forecast weather data includes producing one or more temporally current forecast weather data for a specified requested specified location, a temporally current forecast associated with a previous processing cycle associated tiled weather data.
10. A system for producing temporally-current weather forecasts comprising at least one processor configured to perform operations comprising:
receiving, over a network with at least one processor, data based at least in part on weather related measurement data comprising measured signal characteristics of a microwave communications link with at least one terrestrial endpoint,
pre-processing the weather related measurement data to create geolocated weather data,
within a series of processing cycles, processing the geolocated weather data to produce tiled weather data, and
processing the tiled weather data to generate forecast weather data.
11. The system of claim 10 wherein the received weather related measurement data includes radar data.
12. The system of claim 10 wherein the at least one processor is further configured to pre-process the weather related measurement data by determining an accuracy metric.
13. The system of claim 10 wherein the at least one processor is further configured to perform operations comprising pre-processing by adding/calculating ancillary data and metadata.
14. The system of claim 10 wherein the at least one processor is further configured to perform operations comprising pre-processing by adding geolocated ancillary data and metadata to the geolocated weather data.
15. The system of claim 10 wherein the at least one processor is further configured to perform operations comprising pre-processing by transforming the received weather related measurement data into weather data such as precipitation data or wind speed.
16. The system of claim 10 wherein the at least one processor is further configured to perform operations comprising pre-processing by transforming geolocation data represented in weather satellite coordinate system to system-determined tile-coordinates, and storing the transformed geolocation data and associated system-determined tile-coordinates in a database associated with an identified processing cycle.
17. The system of claim 10 wherein the at least one processor is further configured to perform operations comprising processing the tiled weather data to produce forecast weather data by creating a temporally-current NowCast for a specified location.
18. The system of claim 10 wherein the at least one processor is further configured to perform operations comprising receiving a request for temporally current forecast weather data for a specified location, and processing the tiled weather data to produce forecast weather data by producing one or more temporally current forecast weather data for the specified requested specified location, the temporally current forecast associated with a previous processing cycle associated tiled weather data.