Image processing of aerial imagery for energy infrastructure analysis using pre-processing image selection

1. A computer-implemented method to identify Energy Infrastructure (EI), the method to be carried out by at least one processor executing computer instructions; the method comprising:

receiving an image including at least one captured image of a portion of terrain; applying an EI feature recognition model to the image to generate EI feature information on at least one EI feature in the portion of terrain;

receiving from a supplemental information source, supplemental information including GPS tracking device information associated with a location of trucks or frac spreads related to the portion of terrain; and

identifying worker activity indicative of EI site status at the at least one EI feature based on the EI feature information and the supplemental information including GPS tracking device information associated with a location of trucks or frac spreads.

2. The computer-implemented method of claim 1 , further comprising:

receiving, from an additional supplemental information source, additional supplemental information indicative of activity at an EI site in the portion of terrain,

wherein the at least one captured image of the portion of terrain is selected according to the additional supplemental information.

3. The computer-implemented method of claim 1 , further comprising classifying a level of the activity at the at least one EI feature based on the EI feature information and the supplemental information.

4. The computer-implemented method of claim 1 , further comprising identifying a composite indication of EI site status of an EI site associated with the at least one EI feature based on the activity at the at least one EI feature.

5. The computer-implemented method of claim 1 , further comprising generating a report of the activity at the at least one EI feature.

6. The computer-implemented method of claim 1 , further comprising updating the EI feature recognition model based on at least one of the supplemental information and additional supplemental information comprising at least one of oilfield permit information and energy infrastructure reports.

7. The computer-implemented method of claim 1 , wherein the supplemental information includes additional aerial image information, the additional aerial image information including gas emission information and being obtained from at least one of the image and a second image, the method further comprising identifying gas emissions associated with at least one EI feature based on the EI feature information and the additional aerial image information.

8. The computer-implemented method of claim 1 , further comprising classifying the at least one EI feature based on the EI feature information and the supplemental information.

9. A computer-implemented method to identify Energy Infrastructure (EI), the method to be carried out by at least one processor executing computer instructions, the method comprising:

receiving an image including at least one captured image of a portion of terrain;

applying an EI feature recognition model to the image to generate EI feature information on at least one EI feature in the portion of terrain;

receiving from a supplemental information source, supplemental information including GPS tracking device information associated with a location of trucks or frac spreads related to the portion of terrain and indicating worker activity at the EI feature; and

classifying the at least one EI feature based on the EI feature information and the supplemental information including GPS tracking device information associated with a location of trucks or frac spreads and indicating worker activity at the EI feature.

10. The computer-implemented method of claim 9 , further comprising:

receiving, from an additional supplemental information source, additional supplemental information indicative of activity of an EI site in the portion of terrain,

wherein the at least one captured image of the portion of terrain is selected according to the additional supplemental information.

11. The computer-implemented method of claim 9 , further comprising identifying activity at the at least one EI feature based on the EI feature information and the supplemental information.

12. The computer-implemented method of claim 11 , further comprising classifying a level of the activity at the at least one EI feature based on the EI feature information and the supplemental information.

13. The computer-implemented method of claim 11 , further comprising identifying a composite indication of EI site status of an EI site associated with the at least one EI feature based on the activity at the at least one EI feature.

14. The computer-implemented method of claim 9 , further comprising generating a report of the at least one EI feature.

15. The computer-implemented method of claim 9 , further comprising updating the EI feature recognition model based on at least one of the supplemental information and additional supplemental information comprising at least one of oilfield permit information and energy infrastructure reports.

16. The computer-implemented method of claim 9 , wherein the supplemental information includes additional aerial image information, the additional aerial image information including gas emission information and being obtained from at least one of the image and a second image, the method hither comprising identifying gas emissions associated with the at least one EI feature based on the EI feature information and the additional aerial image information.

17. A computer-implemented method to identify Energy Infrastructure (EI), the method to be carried out by at least one processor executing computer instructions, the method comprising:

obtaining EI feature information on at least one EI feature in a portion of terrain; receiving from a supplemental information source, supplemental information including GPS tracking device information associated with a location of trucks or frac spreads related to the portion of terrain and indicating worker activity at the EI feature; and

identifying at least one second EI feature in the portion of terrain based on the supplemental information including GPS tracking device information associated with a location of trucks or frac spreads and indicating worker activity at the EI feature.

18. The computer-implemented method of claim 17 , further comprising generating a report of the at least one second EI feature.

19. The computer-implemented method of claim 17 , further comprising identifying activity at the at least one second EI feature based on the supplemental information.

20. The computer-implemented method of claim 19 , further comprising classifying a level of the activity at the at least one second EI feature based on the supplemental information.

21. The computer-implemented method of claim 17 , further comprising identifying a composite indication of EI site status of an EI site associated with the at least one second EI feature based on the supplemental information.

22. The computer-implemented method of claim 17 , wherein the EI feature information is generated according to an EI feature recognition model, and the method further comprises:

receiving additional supplemental information including at least one of oilfield permit information and energy infrastructure reports; and

selecting the portion of terrain according to the at least one of oilfield permit information and energy infrastructure reports.

23. A computer-implemented method to identify Energy Infrastructure (EI) site status, the method to be carried out by at least one processor executing computer instructions, the method comprising:

receiving from a supplemental information source, supplemental information related to a portion of terrain, the supplemental information including at least one of GPS tracking device information associated with a location of trucks or frac spreads related to the portion of terrain and indicating worker activity at the EI feature, regulatory information related to the portion of terrain, and land data related to the portion of terrain;

receiving an image including at least one captured image of the portion of terrain;

applying an EI feature recognition model to the image to generate EI feature information on at least one EI feature associated with an EI site at a location in the portion of terrain; and

identifying the EI feature based on at least one of the EI feature information and the supplemental information including at least one of GPS tracking device information associated with a location of trucks or frac spreads related to the portion of terrain and indicating worker activity at the EI feature, regulatory information related to the portion of terrain, and land data related to the portion of terrain.

24. The computer-implemented method of claim 23 , further comprising:

obtaining additional aerial image information including gas emission information, the additional aerial image information being obtained from at least one of the image and a second image; and

identifying gas emissions associated with the at least one EI feature based on the EI feature information and the additional aerial image information.

25. The computer-implemented method of claim 23 , further comprising identifying activity at the at least one EI feature based on the supplemental information and the EI feature information.

26. The computer-implemented method of claim 25 , further comprising classifying a level of the activity at the at least one EI feature based on the supplemental information and the EI feature information.

27. The computer-implemented method of claim 23 , further comprising classifying the EI feature based on the supplemental information and the EI feature information.

28. The computer-implemented method of claim 25 , further comprising identifying a composite indication of EI site status of an EI site associated with the EI feature based on the EI feature information and the activity.

29. The computer-implemented method of claim 23 , further comprising generating a report of the EI feature.

30. The computer-implemented method of claim 23 , wherein the supplemental information includes at least one of oilfield permit information and energy infrastructure reports, and

the method further comprises:

receiving additional supplemental information including GPS information; and

identifying activity at the EI feature according to the GPS information.