Weather simulation system

• US 5,480,305 A
• Filed: 10/20/1994
• Issued: 01/02/1996
• Est. Priority Date: 10/29/1993
• Status: Expired due to Fees

• Current Assignee: Southwest Research Institute
• Original Assignee: Southwest Research Institute
• Inventors: Montag, Bruce C., Weyrauch, Richard P., Wenzel, Dennis J.
• Primary Examiner(s): Hellner, Mark
• Application Number:
  US08/326,601
• Time in Patent Office: 439 Days
• Field of Search: 342/26, 434/2
• US Class Current: 434/2
• CPC Class Codes: G06T 11/001 Texturing; Colouring; Generation of texture or colour inpainting G06T5/77
• CPC Class Codes: G06T 15/005 General purpose rendering architectures
• CPC Class Codes: G06T 15/10 Geometric effects
• CPC Class Codes: G09B 9/301 by computer-processed or -generated image
• CPC Class Codes: Y02A 90/10 Information and communication technologies [ICT] supporting adaptation to climate change, e.g. for weather forecasting or climate simulation

Abstract

A weather simulation system that generates and distributes weather data to simulation subsystems for the real time simulation of weather conditions, from three-dimensional real world data. A real world database is accessed to obtain a dataspace of weather data elements, each having a set of various weather-related parameters. For "out-the-window" weather displays, these data elements are preprocessed to obtain color and transparency values for each data element. The preprocessed data elements are further processed to obtain a prioritized display list of those data elements that are in a field of view. Each data element in this list is assigned a graphics primitive, whose alignment is determined by a wind vector of that data element. Pixel values are assigned to the graphics primitives, using color and transparency values of the associated data elements.

Claims

1. A method of using a computer to provide display data representing weather conditions based on real-world weather data, comprising the steps of:

accessing a real-world weather database to obtain a three-dimensional set of data elements, each data element having at least a location value and a liquid water content value;

receiving illumination angle data from which the angle of an illumination source with respect to the earth'"'"'s surface can be calculated;

calculating a transparency value for each of said data elements, using said liquid water content value and said illumination data;

culling said data elements to determine which are within a field-of-view, to obtain a set of field-of-view data elements;

sorting said field-of-view data elements to form a list of data elements in depth order;

assigning a graphics primitive to each of said field-of-view data elements;

covering an image plane with the graphic primitives associated with the frontmost of said field-of-view data elements, such ath a certain percentage of said image plane is covered;

repeating said covering step, using said field-of-view data elements in front to back order, until the image plane has been covered a predetermined number of times or until a predetermined number of said field-of-view data elements have been used; and

assigning said field-of-view data elements to one or more depth bins on the basis of the results of said covering step, so as to generate a prioritized display list.

2. The method of claim 1, further comprising the step of determining whether a value of said data elements exceeds a threshold, and wherein said calculating step and all subsequent steps are performed with respect to those data elements for which said threshold is exceeded.

3. The method of claim 1, further comprising the steps of transforming the location values associated with said data elements to a coordinate system different from that of said real-world weather database.

4. The method of claim 1, where said culling step is performed by obtaining said field-of-view from an external data source.

5. The method of claim 1, wherein said illumination source is the sun and said illumination angle data is sun angle data.

6. The method of claim 1, wherein said calculating step is performed by calculating an intensity value for each data element based on whether its illumination is attenuated by other data elements, and using said intensity value to determine said transparency value.

7. The method of claim 6, wherein said intensity value of each data element is derived from an attenuated illumination value that is based on the illumination value of a data element interposed between said each data element and said illumination source.

8. The method of claim 6, wherein said intensity value of each data element is calculated as a function of an attenuated illumination value and a brightness value.

9. The method of claim 1, wherein said calculating step is performed so as to calculate a color value as well as said tarnsparency value, using said liquid water content value and said illumination angle data.

11. The method of claim 1, wherein each said graphics primitive has one or more pixels.

12. The method of claim 1, wherein each said data element also has a wind vector value and wherein each said graphics primitive is an ellipsoid, having an elongation determined by the wind vector value of a data element associated with that graphics primitive.

13. The method of claim 1, wherein each said graphics primitive is an ellipsoid with an illumination value and a transparency value derived from the data element associated with that graphics primitive.

14. The method of claim 1, wherein each said graphics primitive is approximated as rectangles, having an assigned texture derived from a data element associated with that graphics primitive.

15. The method of claim 1, wherein said steps of culling, sorting, assigning, covering, and prioritizing are performed sufficiently fast so as to permit a real-time display of said display data.

16. The method of claim 1, wherein said field-of-view is represented by a field-of-view vecto, and further comprising the step of rotating the plane of each said graphics primitive such that it is normal to a field-of-view vector.

17. The method of claim 1, further comprising the step of delivering said display list to a simulation system that displays the weather in a viewing field of regard.

18. The method of claim 1, further comprising the step of rasterizing said display list after said prioritizing step.

19. The method of claim 18, wherein said rasterizing step is performed by assigning pixel values to the graphics primitives in the deepest of said depth bins using the transparency values assigned to the data element associated with each graphics primitive, and repeating said assigning step to obtain pixel values for each of said depth bins, in back to front order, such that for each pixel, the transparency value of an underlying pixel is used to derive a pixel value.

10. The method of calim 1, wherein said field-of-view is repeatedly updated and wherein said culling step and all subsequent steps are repeated in accordance with field-of-view updates.

20. A weather simulator for generating display data representing simulated weather conditions based on real-world weather data, comprising:

a preprocessor for (1) accessing a real-world database to obtain a three-dimensional set of data elements, each data element having at least a location value and a liquid water content value, and (2) using said liquid water content value and illumination angle data to calculate a transparency value for each of said data elements;

a memory for storing said data elements; and

a data handler for (1) culling said data elements to determine which are in a field-of-view, to obtain a set of field-of-view data elements, (2) sorting said field-of-view data elements to form a list of data elements in depth order, (3) assigning a graphics primitive to each of said field-of-view data elements, (4) covering an image plane with the graphics primitives associated with the frontmost of said field-of-view data elements, such that a certain percentage of said image plane is covered;

(5) repeating said covering step, using said field-of-view data elements in front to back order, until the image plane has been covered a predetermined number of times or until a predetermined number of said field-of-view data elements have been used; and

(6) assigning said field-of-view data elements to one or more depth bins on the basis of the results of said covering step, so as to generate a prioritized display list.

21. The simulator of claim 20, further comprising a subsystem interface for rerceiving said illumination angle data and delivering said data to said data handler.

22. The simulator of claim 21, wherein said subsystem interface receives said illumination angle data via input by a user.

23. The simulator of claim 21, wherein said subsystem has a timer for generating said illumination data is time-of-day data.

24. The simulator of claim 20, further comprising a subsystem interface for receiving threshold data specifying a threshold of a data element value, and wherein said data handler operates only on those data elements for which said threshold is exceeded.

25. The simulator of claim 20, further comprising a subsystem interface for receiving field-of-view data from a simulator to determine said field-of-view, and for deilvering said display data to said simulator.

26. The simulator of claim 21, further comprising an image generator for rasterizing said graphics primitives by (1) assigning pixel values to the graphics primitives in the deepest of said depth bins, using the transparency values assigned to the data element associated with each graphics primitive;

and (2) repeating said assigning step to obtain pixel values for each of said depth bins, in back to front order, such that for each pixel, the transparency value of an underlying pixel is used to derive a pixel value.

27. The simulator or claim 20, wherein said preprocessor further transforms said location values to a different coordinate system.

28. The simulator of claim 20, wherein each said data element also has a wind vector value and wherein said graphics primitives are ellipsoids, each having an elongation determined by the wind vector value of the associated data element.

29. The simulator of claim 20, wherein said simulator operates sufficiently fast so as to provide display data for real time.