Systems and methods for cloud-based agricultural data processing and management

• US 10,171,564 B2
• Filed: 05/22/2017
• Issued: 01/01/2019
• Est. Priority Date: 04/20/2015
• Status: Active Grant

• Current Assignee: Agverdict, Inc.
• Original Assignee: Agverdict, Inc.
• Inventors: Wilbur, Michael, Ellsworth, Jason, Oommen, Toji, Mohapatra, Adarsha, Thayer, David
• Primary Examiner(s): Joo, Joshua
• Application Number:
  US15/601,558
• Publication Number:
  US 20170257426A1
• Time in Patent Office: 589 Days
• Field of Search: None
• CPC Class Codes: G06F 16/29 Geographical information databases
• CPC Class Codes: H04L 67/10 in which an application is distributed across nodes in the network software deployment G06F8/60; multiprogramming arrangements G06F9/46
• CPC Class Codes: H04L 67/12 specially adapted for proprietary or special-purpose networking environments, e.g. medical networks, sensor networks, networks in vehicles or remote metering networks
• CPC Class Codes: H04L 67/52 specially adapted for the location of the user terminal
• CPC Class Codes: H04W 4/60 Subscription-based services using application servers or record carriers, e.g. SIM application toolkits

Abstract

A cloud-based system for integration of agricultural data with geolocation-based agricultural operations is provided. The system receives agricultural-related data associated with a given geographic area and transforms the received data into an analysis-ready format. The system processes the received data through one or more algorithms to determine at least one operation to be performed within the given geographic area. The system generates a set of instructions for execution of the at least one operation within the given geographic area as a function of geolocation, where the instructions are coded for direct use by a controller of a specified type of agricultural equipment. The system transmits the instructions over a wireless communication channel to the controller, where the instructions cause the controller to direct operation of the agricultural equipment to perform the at least one operation within the given geographic area as a function of geolocation in an automated manner.

Claims

1. A cloud-based system for integration of agricultural data with geolocation-based agricultural operations, comprising:

a data receiving module configured to receive agricultural-related data associated with a given geographic area, the data receiving module stored in a designated portion of computer memory;

an authorization module configured to provide a first level of authorization to a grower entity and a second level of authorization to a trusted advisor entity, the first level of authorization providing the grower entity with access to all received agricultural-related data associated with the given geographic area, the second level of authorization providing the trusted advisor entity with access to an exposed portion of the received agricultural-related data associated with the given geographic area, the second level of authorization restricting the trusted advisor entity from accessing agricultural-related data outside of the exposed portion, the authorization module stored in a designated portion of computer memory;

a data processing module configured to transform the exposed portion of the received data into an analysis-ready format, the data processing module stored in a designated portion of computer memory;

an analysis module configured to process the exposed portion of the received data having been transformed into the analysis-ready format through one or more algorithms to determine at least one operation to be performed within the given geographic area in accordance with the second level of authorization, the analysis module stored in a designated portion of computer memory;

a prescription generation module defined to generate a set of instructions for execution of the at least one operation within the given geographic area as a function of geolocation, the instructions for execution of the at least one operation coded for direct use by a controller of a specified type of agricultural equipment, the prescription generation module stored in a designated portion of computer memory; and

a communication module configured to transmit the instructions for execution of the at least one operation over a wireless communication channel to the controller of the specified type of agricultural equipment in accordance with the second level of authorization, wherein the instructions for execution of the at least one operation cause the controller to direct operation of the specified type of agricultural equipment to perform the at least one operation within the given geographic area as a function of geolocation in an automated manner, the communication module stored in a designated portion of computer memory.

2. The cloud-based system for integration of agricultural data with geolocation-based agricultural operations as recited in claim 1, wherein the agricultural-related data includes one or more of soil survey geographic database (SSURGO) data, Veris soil electrical conductivity data, soil sampling data, tissue sampling data, aerial imagery data, satellite imagery data, commodity yield data, moisture data, elevation data, field event data, data from controllers of agricultural equipment, product application data, planting data, scouting data, trap counting data, boundary mapping data, field sensor data including soil moisture data, temperature data, barometric pressure data, humidity data, rainfall data, wind speed data, wind direction data, and sunlight intensity data.

3. The cloud-based system for integration of agricultural data with geolocation-based agricultural operations as recited in claim 1, wherein the one or more algorithms include one or more of a threshold value comparison algorithm, a value range comparison algorithm, a numerical interpolation algorithm, a numerical extrapolation algorithm, a statistical zone generation algorithm, and a mathematical operation algorithm.

4. The cloud-based system for integration of agricultural data with geolocation-based agricultural operations as recited in claim 1, wherein the at least one operation within the given geographic area as the function of geolocation includes one or more of a planting operation, an operation to apply an agricultural product, a crop maintenance operation, an irrigation operation, a tillage operation, a harvesting operation, a pest control operation, an inspection operation, a scouting operation, a surveying operation, a trap counting operation, a data collection operation, a soil sampling operation, and a tissue sampling operation.

5. The cloud-based system for integration of agricultural data with geolocation-based agricultural operations as recited in claim 1, wherein the set of instructions for execution of the at least one operation within the given geographic area as a function of geolocation is defined as a planting map that divides the given geographic area into a raster pattern and that specifies a planting procedure in accordance with the raster pattern.

6. The cloud-based system for integration of agricultural data with geolocation-based agricultural operations as recited in claim 1, wherein the set of instructions for execution of the at least one operation within the given geographic area as a function of geolocation is defined as a prescription map that divides the given geographic area into a raster pattern and that specifies performance of the at least one operation in accordance with the raster pattern.

7. The cloud-based system for integration of agricultural data with geolocation-based agricultural operations as recited in claim 1, wherein the specified type of agricultural equipment is one or more of an air seeder, a baler, a chisel plow, a combine, a cultivator, a drill, an electrostatic machine, a harrow, a harvester, a tillage machine, a planter, a plow, a pull-behind sprayer, a seeder, a sprayer, a spreader, a swather, a tractor, a trailer, a truck, and a wagon.

8. The cloud-based system for integration of agricultural data with geolocation-based agricultural operations as recited in claim 1, wherein the analysis module includes a variable rate map generation module configured to determine an amount of the at least one operation to be performed as a function of geolocation within the given geographic area.

9. The cloud-based system for integration of agricultural data with geolocation-based agricultural operations as recited in claim 1, further comprising:

an equation generation module configured to provide an interface for defining equations through which the received agricultural-related data is processed to generate the set of instructions for execution of the at least one operation within the given geographic area as the function of geolocation, the equation generation module enabling use of system variables, the equation generation module enabling creation of user-defined variables, the equation generation module enabling implementation of nested data operation arguments and conditional statements for data operation control, the equation generation module stored in a designated portion of computer memory.

10. The cloud-based system for integration of agricultural data with geolocation-based agricultural operations as recited in claim 1, further comprising:

a label checking module configured to access one or more sources that provide information regarding manufacturer instructions concerning use of specified agricultural products and that provide information regarding regulations concerning use of specified agricultural products, the label checking module configured to automatically verify that the set of instructions for execution of the at least one operation within the given geographic area as the function of geolocation complies with manufacturer instructions concerning use of specified agricultural products and/or with regulations concerning use of specified agricultural products, the label checking module stored in a designated portion of computer memory.

11. The cloud-based system for integration of agricultural data with geolocation-based agricultural operations as recited in claim 10, wherein the prescription module is configured to iterate on the generated set of instructions for execution of the at least one operation within the given geographic area as the function of geolocation until the label checking module provides an indication that a given iteration of the set of instructions is in compliance with manufacturer instructions concerning use of specified agricultural products and with regulations concerning use of specified agricultural products.

12. The cloud-based system for integration of agricultural data with geolocation-based agricultural operations as recited in claim 1, wherein the first level of authorization is required to set the exposed portion of the received agricultural-related data associated with the given geographic area.

13. The cloud-based system for integration of agricultural data with geolocation-based agricultural operations as recited in claim 1, wherein the authorization module is configured to verify access by the trusted advisor entity and allow the trusted advisor entity to direct operation of the analysis module to process the exposed portion of the received data.

14. The cloud-based system for integration of agricultural data with geolocation-based agricultural operations as recited in claim 1, wherein the authorization module is configured to verify access by the grower entity and allow the grower entity to direct transmission of the instructions for execution of the at least one operation over the wireless communication channel from the cloud-based system to the controller.

15. The cloud-based system for integration of agricultural data with geolocation-based agricultural operations as recited in claim 1, further comprising:

an imagery module configured to retrieve an aerial image and/or a satellite image of the given geographic area, the imagery module stored in a designated portion of computer memory; and

a geometry module configured to provide a utility for drawing polygons to define geographic field boundaries on the aerial image and/or the satellite image of the given geographic area, the geometry module stored in a designated portion of computer memory.

16. The cloud-based system for integration of agricultural data with geolocation-based agricultural operations as recited in claim 15, wherein the geometry module is configured to provide a utility for drawing annotations on the aerial image and/or the satellite image of the given geographic area.

17. The cloud-based system for integration of agricultural data with geolocation-based agricultural operations as recited in claim 1, further comprising:

a sync module configured to synchronize data between the cloud-based system and a mobile application in communication with the cloud-based system when the mobile application transitions from an offline state to an online state, the sync module stored in a designated portion of computer memory.

18. The cloud-based system for integration of agricultural data with geolocation-based agricultural operations as recited in claim 1, wherein the authorization module is configured to respectively provide multiple levels of authorization to different levels within an organization, wherein the multiple levels of authorization are in addition to the first and second levels of authorization, wherein each of the multiple levels of authorization provides a corresponding set of roles and permissions for a set of functions within the cloud-based system.