Plant treatment based on morphological and physiological measurements
A system for plant parameter detection, including: a plant morphology sensor having a first field of view and configured to record a morphology measurement of a plant portion and an ambient environment adjacent the plant, a plant physiology sensor having a second field of view and configured to record a plant physiology parameter measurement of a plant portion and an ambient environment adjacent the plant, wherein the second field of view overlaps with the first field of view; a support statically coupling the plant morphology sensor to the physiology sensor, and a computing system configured to: identify a plant set of pixels within the physiology measurement based on the morphology measurement; determine physiology values for each pixel of the plant set of pixels; and extract a growth parameter based on the physiology values.
1. A system for applying a treatment fluid to a plurality of plants in a field, comprising:
a set of one or more sensor systems configured to record a morphology measurement of a plant of the plurality of plants in the field describing a structure of the plant and a physiology measurement of the plant describing a functionality of the plant;
a nozzle mounted to a vehicle to apply the treatment fluid to the plurality of plants; and
a computer communicatively coupled to the set of one or more sensor systems, the computer executing a set of instructions that when executed causes the system to:
identify the treatment fluid to be applied to the plant based on the physiology measurement;
identify a plant portion of the plant at which the treatment fluid is to be applied based on the morphology measurement; and
control the nozzle to apply the treatment fluid to the plant portion using a treatment mechanism as the vehicle navigates through the field.
2. The system of claim 1 , wherein identifying the treatment fluid comprises selecting one treatment fluid of a plurality of treatment fluids over another treatment fluid of the plurality of treatment fluids based on the physiology measurement.
3. The system of claim 1 , wherein:
the physiology measurement comprises a set of physiology pixels; and
the computer is further configured to identify a subset of physiology pixels of the set of physiology pixels that are associated with the plant portion.
4. The system of claim 1 , wherein the computer is further configured to:
determine a physiology value for the plant based on the physiology measurement and the morphology measurement; and
identify the treatment fluid and the plant portion based on the determined physiology value.
5. The system of claim 4 , wherein the physiology measurement comprises a set of physiology pixels, and the physiology value for the plant is determined based on a physiology value determined for each pixel of the physiology measurement.
6. The system of claim 1 , wherein the computer is further configured to:
generate a three-dimensional model of the plant based on the morphology measurement; and
identify the plant portion based on the generated three-dimensional model.
7. The system of claim 1 , wherein the computer is further configured to:
determine a set of treatment parameters based on the morphology measurement and the physiology measurement; and
apply the treatment fluid to the plant portion based on the determined set of treatment parameters.
8. The system of claim 1 , wherein the computer is further configured to:
identify a phenotype of the plant based on the physiology measurement; and
identify the treatment fluid to be applied to the plant based on the phenotype of the plant.
9. The system of claim 1 , wherein the computer is further configured to:
identify a genotype of the plant based on the physiology measurement; and
identify the treatment fluid to be applied to the plant based on the genotype of the plant.
10. The system of claim 1 , wherein the computer is further configured to:
determine a plant index for the plant based on the physiology measurement; and
identify the treatment fluid to be applied to the plant based on the plant index.
11. The system of claim 1 , wherein the set of one or more sensors comprises a LIDAR system.
12. A non-transitory, computer-readable medium comprising computer-executable instructions that, when executed by a computer, cause the computer to:
receive a morphology measurement and a physiology measurement recorded by a set of one or more sensor systems, wherein the morphology measurement describes a structure of a plant and the physiology measurement describes a functionality of the plant;
identify, with a computer communicatively coupled to the set of one or more sensor systems, a treatment fluid to be applied to the plant based on the physiology measurement;
identify, with the computer, a plant portion of the plant at which the treatment fluid is to be applied based on the morphology measurement; and
applying the treatment fluid to the plant portion with a nozzle mounted to a vehicle.
13. The computer-readable medium of claim 12 , instructions for identifying the treatment fluid comprises further cause the computer to select one treatment fluid of a plurality of treatment fluids over another treatment fluid of the plurality of treatment fluids based on the physiology measurement.
14. The computer-readable medium of claim 12 , wherein:
the physiology measurement comprises a set of physiology pixels; and
the instructions further comprise instructions that cause the computer to identify, with the computer, a subset of physiology pixels of the set of physiology pixels that are associated with the plant portion.
15. The computer-readable medium of claim 12 , wherein the instructions further cause the computer to:
determine, with the computer, a physiology value for the plant based on the physiology measurement and the morphology measurement; and
identify the treatment fluid and the plant portion based on the determined physiology value.
16. The computer-readable medium of claim 12 , wherein the instructions further cause the computer to:
generate, with the computer, a three-dimensional model of the plant based on the morphology measurement; and
identify the plant portion based on the generated three-dimensional model.
17. The computer-readable medium of claim 12 , wherein the instructions further cause the computer to:
determine, with the computer, a set of treatment parameters based on the morphology measurement and the physiology measurement; and
apply the treatment fluid to the plant portion based on the determined set of treatment parameters.
18. The computer-readable medium of claim 12 , wherein the instructions further cause the computer to:
identify, with the computer, a phenotype of the plant based on the physiology measurement; and
identify the treatment fluid to be applied to the plant based on the phenotype of the plant.
19. The computer-readable medium of claim 12 , wherein the instructions further cause the computer to:
identify, with the computer, a genotype of the plant based on the physiology measurement; and
identify the treatment fluid to be applied to the plant based on the genotype of the plant.
20. The computer-readable medium of claim 12 , wherein the instructions further cause the computer to:
determine, with the computer, a plant index for the plant based on the physiology measurement; and
identify the treatment fluid to be applied to the plant based on the plant index.