Applying and using fiducial markings on agricultural apparatuses
Implementations set forth herein relate to using fiducial markings on one or more localized portions of an agricultural apparatus in order to generate local and regional data that can be correlated for planning and executing agricultural maintenance. An array of fiducial markings can be disposed onto plastic mulch that surrounds individual crops, in order that each fiducial marking of the array can operate as a signature for each individual crop. Crop data, such as health and yield, corresponding to a particular crop can then be stored in association with a corresponding fiducial marking, thereby allowing the certain data for the particular crop to be tracked and analyzed. Furthermore, autonomous agricultural devices can rely on the crop data, over other sources of data, such as GPS satellites, thereby allowing the autonomous agricultural devices to be more reliable.
1. An agricultural apparatus comprising:
at least one strip of synthetic mulch configured to be lain over an agricultural area, wherein the strip of synthetic mulch defines a plurality of openings to facilitate growth of a plurality of plants; and
a plurality of fiducials configured to detect one or more properties of soil of the agricultural area and disposed on the strip of synthetic mulch, wherein each of the plurality of fiducials are disposed on the synthetic mulch at defined spatial relationships relative to the plurality of openings and are detectable by one or more robots;
wherein each of the plurality of fiducials is usable by one or more of the robots to generate correspondence data that correlates each fiducial of the plurality of fiducials to one or more of the openings.
2. The agricultural apparatus of claim 1 , wherein the at least one strip of synthetic mulch is constructed with plastic.
3. The agricultural apparatus of claim 2 , wherein the at least one strip of synthetic mulch is configured to filter one or more frequencies of electromagnetic radiation.
4. The agricultural apparatus of claim 2 , wherein the at least one strip of synthetic mulch is configured to maintain methyl bromide within soil beneath the at least one strip of synthetic mulch.
5. The agricultural apparatus of claim 1 , wherein each opening is surrounded by two of more of the plurality of the fiducials.
6. The agricultural apparatus of claim 1 , wherein one or more of the fiducials comprises a quick response (QR) code printed on the strip of synthetic mulch.
7. The agricultural apparatus of claim 1 , wherein one or more of the fiducials comprises a radio-frequency identification (RFID) tag.
8. The agricultural apparatus of claim 1 , wherein one or more of the plurality of fiducials comprises a Bluetooth beacon.
9. The agricultural apparatus of claim 1 , wherein the plurality of fiducials are regularly spaced on the strip of synthetic mulch.
10. The agricultural apparatus of claim 1 , wherein a given fiducial of the plurality of fiducials is arranged to indicate an orientation of the given fiducial.
11. The agricultural apparatus of claim 10 , wherein the orientation of the given fiducial is selected to indicate a direction in which the strip of synthetic mulch extends.
12. The agricultural apparatus of claim 10 , wherein the orientation of the given fiducial is selected to indicate a location of one or more of the robots relative to one or more of the openings.
13. A method implemented by one or more processors of one or more robots, the method comprising:
in an agricultural area that includes a plurality of plants each extending through an aperture in a synthetic mulch that is disposed over the agricultural area and that includes a plurality of fiducial markings configured to detect one or more properties of soil of the agricultural area and that are detectable by a robot, causing the one or more robots to identify each of the plurality of fiducial markings in the agricultural area and to generate, via one or more of the processors, correspondence data that correlates each plant of the plurality of plants to one or more of the plurality of fiducial markings;
wherein the correspondence data enables one or more of the robots to subsequently navigate through the agricultural area to locate a particular plant of the plurality of plants and perform an operation in furtherance of affecting a physical condition of the particular plant.
14. The method of claim 13 , further comprising:
subsequent to causing the one or more robots to identify each of the plurality of fiducial markings:
determining that the particular plant is exhibiting the physical condition that can be remedied by the operation; and
causing the one or more robots to navigate through the agricultural area to locate the particular plant and perform the operation.
15. The method of claim 14 , wherein determining that the particular plant is exhibiting the physical condition is based on information received from a separate entity that received produce from the agricultural area and determined that the condition was being exhibited by the received produce.
16. The method of claim 13 , wherein the operation includes adding, or removing, a material or an organism to, or from, an area having a boundary defined by an outer edge of the particular plant.
17. The method of claim 13 ,
wherein the one or more robots include autonomous agricultural devices that each include one or more sensors that are used to identify each of the plurality of fiducial markings located in the agricultural area, and
wherein each of the plurality of fiducial markings is located adjacent to a respective plant within the agricultural area.
18. The method of claim 13 , wherein at least one of the plurality of fiducial markings is a visible marking or a radio-frequency identification (RFID) tag.
19. A non-transitory computer-readable medium comprising:
correspondence data that correlates each plant of a plurality of plants growing in an agricultural area to one or more robot-detectable fiducial markings on synthetic mulch that is disposed over the agricultural area and configured to detect one or more properties of soil of the agricultural area and, such that the correspondence data enables one or more robots to navigate through an agricultural area to locate an individual plant of the plurality of plants and perform an operation in furtherance of affecting a physical condition of the individual plant;
wherein the correspondence data was generated by causing one or more robots to identify, in the agricultural area that includes the plurality of plants each extending through an aperture in the synthetic mulch, each robot-detectable fiducial marking in the agricultural area and to generate the correspondence data.
20. The non-transitory computer-readable medium of claim 19 , wherein the correspondence data further enables one or more of the robots to determine a direction in which the synthetic mulch is extended.