System and method for remote monitoring of water stress status of growing crops

• US 6,597,991 B1
• Filed: 03/28/2001
• Issued: 07/22/2003
• Est. Priority Date: 03/28/2001
• Status: Expired due to Fees

• Current Assignee: Agrosense Limited
• Original Assignee: Agrosense Limited
• Inventors: Tsipris, Joseph B., Meron, Moshe
• Primary Examiner(s): Lefkowitz, Edward
• Assistant Examiner(s): Gutierrez, Anthony
• Application Number:
  US09/819,327
• Time in Patent Office: 846 Days
• Field of Search: 702/3, 703/3, 700/284, 348/144, 382/110
• US Class Current: 702/3
• CPC Class Codes: A01G 25/167 Control by humidity of the soil itself or of devices simulating soil or of the atmosphere; Soil humidity sensors

Abstract

A method and system for evaluating the water stress status of growing crops in nearly real time employing remote monitoring of entire crop-growing areas, rather than sampling or spot checks, at sufficiently high resolution to recognize features in the crop-growing area, especially to distinguish between crop foliage and non-foliage features, and requiring minimal additional measurements of environmental parameters in the crop-growing area.

Claims

1. A method for evaluating the water stress status of growing crops, including the steps of:

providing, at a preselected location within a predetermined proximity to a selected crop-growing area, a reference array for reference parameter measurements;

measuring, in the vicinity of the crops and in the vicinity of the reference array, a plurality of measurements of a predetermined set of environmental parameters;

measuring, for the crops and for the reference array, a plurality of measurements of a predetermined set of physical parameters wherein each measurement includes a physical parameter measurement and the location at which the physical parameter was measured;

identifying, by means of the location measurement associated with each physical parameter measurement, those measurements of physical parameters pertaining to the reference array, and those measurements of physical parameters pertaining to the crop-growing area; and

employing the measured parameters for the crop-growing area and those for the reference array for evaluating the water stress status of the crops growing in the crop-growing area.

2. A method according to claim 1, wherein said step of providing a reference array includes the step of providing a compound reference surface having a predetermined plurality of component reference surfaces, in a predetermined arrangement, having predetermined radiometric properties, and including at least a first reference surface substantially equivalent to a potentially transpiring crop surface that is internally saturated;

and wherein said step of identifying includes the substep of associating each parameter measurement with one of;

the crop growing area and

one of the component reference surfaces of the reference array.

3. A method according to claim 2, wherein said step of providing a compound reference surface having a predetermined plurality of component reference surfaces further includes providing at least one second substantially dry reference surface having predetermined heat-convection properties and being shielded from thermal radiation coming from therebelow.

4. A method according to claim 3, wherein said step of providing at least one second dry reference surface includes the step of providing at least two substantially dry reference surfaces, one of which is uniformly light-colored and another of which is uniformly dark-colored.

5. A method according to claim 2, wherein said step of providing a compound reference surface includes the substep of providing component reference surfaces formed of fabrics having the desired predetermined radiometric and heat-convection properties.

6. A method according to claim 2, wherein said step of providing a compound reference surface further includes the substeps of:

wetting with water the at least one first surface, said wetting occurring continuously during preselected time intervals including intervals when measurements are to be taken; and

configuring the at least one first surface so as to permit substantially free evaporation therefrom.

7. A method according to claim 1, wherein said step of measuring a plurality of measurements of a predetermined set of environmental parameters includes the step of performing a plurality of measurements, in the vicinity of the crops and in the vicinity of the reference array, of at least one member of the group which consists of:

global radiation,

air temperature,

relative humidity, and

wind speed.

8. A method according to claim 1, wherein said step of measuring a plurality of measurements of a predetermined set of physical parameters includes the step of performing a plurality of measurements of the surface temperature of the crops and of the reference array.

9. A method according to claim 8, wherein said step of measuring a plurality of measurements of the surface temperature includes the step of imaging the crop-growing area and the reference array from a predetermined altitude with a thermal imaging radiometer thereby producing a two-dimensional array of pixels corresponding to a thermal image of the crop-growing area and the reference array wherein each pixel of the thermal image provides a measurement of the surface temperature of an area of a preselected size of one of the crop-growing area and the reference array.

10. A method according to claim 9, wherein said step of imaging includes the substeps of:

producing a plurality of partial images of the crop-growing area from a predetermined altitude with a thermal imaging radiometer thereby producing a plurality of two-dimensional arrays of pixels corresponding to a plurality of thermal partial images of the crop-growing area wherein each pixel of each thermal partial image provides a measurement of the surface temperature of an area of a preselected size of the crop-growing area and wherein the plurality of thermal partial images of the crop-growing area covers the entire crop-growing area and the reference array;

locating, to a preselected precision, each of the partial images of the crop-growing area; and

splicing the plurality of partial images of the crop-growing area thereby producing a two-dimensional array of pixels corresponding to a thermal image of the entire crop-growing area and of the reference array.

11. A method according to claim 10, wherein said substep of locating includes the substep of measuring a global location reference signal for each of the partial images of the crop-growing area.

12. A method according to claim 9, wherein said step of imaging the crop-growing area from a predetermined altitude is performed from an airborne platform.

13. A method according to claim 9, wherein said step of imaging is performed to produce a two-dimensional array of pixels corresponding to a thermal image of the crop-growing area and of the reference array wherein each pixel of the thermal image provides a measurement of the surface temperature of an area smaller than a meter squared.

14. A method according to claim 9, wherein said step of providing a reference array includes the step of providing a compound reference surface having a predetermined plurality of component reference surfaces each corresponding to a predetermined number of pixels in the thermal image produced thereof in said step of imaging the crop-growing area.

15. A method according to claim 9, wherein said step of providing a reference array includes the step of providing a compound reference surface having a predetermined plurality of component reference surfaces each corresponding to at least four whole pixels in the thermal image produced thereof in said step of imaging the crop-growing area.

16. A method according to claim 9, wherein said step of identifying further includes the step of distinguishing the pixels in the thermal image of the crop-growing area corresponding to locations covered with crop foliage from the pixels in the thermal image of the crop-growing area corresponding to locations not covered with crop foliage.

17. A method according to claim 16, wherein said step of employing the measured parameters includes the steps of:

performing statistical analysis of the pixel measurements for a predetermined subset of the pixels in the thermal image of the crop-growing area corresponding to areas covered with crop foliage, thereby determining an effective crop canopy temperature T_c;

determining, from the pixel measurements corresponding to all the component reference surfaces of the reference array and from the measurements of the environmental parameters in the vicinity of the reference array, the theoretical maximum and minimum crop canopy temperatures, T_max and T_min, respectively;

calculating the crop water stress index (CWSI) for the crop-growing area using the formula;

18. A method according to claim 17, wherein said step of determining is performed from the pixel measurements corresponding to all the component reference surfaces of the reference array and from the measurements of the global radiation in the vicinity of the reference array.

19. A method according to claim 17, wherein said step of determining is performed from the pixel measurements corresponding to the first reference surface of the reference array and from the measurements of the air temperature in the vicinity of the reference array.

20. A method according to claim 17, wherein said step of determining is performed from the synchronized temperature measurements corresponding to all the component reference surfaces of the reference array measured by the sensors associated therewith and from the measurements of the global radiation in the vicinity of the reference array.

21. A method according to claim 17, wherein said step of determining is performed from the synchronized temperature measurements corresponding to the first reference surface of the reference array measured by the sensors associated therewith and from the measurements of the air temperature in the vicinity of the reference array.

22. A method according to claim 2, wherein said step of providing a compound reference surface further includes the step of providing sensors and a clock in association with the compound reference surface for measuring predetermined physical parameters pertaining to the compound reference surface and the times at which the parameters are measured.

23. A method according to claim 2, wherein said step of measuring a plurality of measurements of a predetermined set of physical parameters further includes the steps of:

measuring a global location reference signal for the reference array;

measuring a plurality of measurements of the surface temperature for all the component reference surfaces of the reference array by means of surface temperature sensors associated with the reference array; and

synchronizing, by means of the clock associated with the reference array, the measurements of the surface temperature for all the component reference surfaces of the reference array with the plurality of measurements of the surface temperature for the crops.

24. A system for evaluating the water stress status of growing crops which includes:

a reference array located at a preselected location within a predetermined proximity to a selected crop-growing area for performing reference parameter measurements thereon;

at least one sensor for measuring environmental parameters in the vicinity of the crop-growing area and of said reference array;

a portable imaging sensor for measuring a preselected physical parameter on a pixel by pixel basis over a selected area;

a portable location sensor configured to detect global location reference signals;

a mobile platform for supporting said portable imaging sensor and said portable location sensor;

data processing apparatus arranged in data receptive association with said sensors for receiving parameter measurements therefrom; and

a multiplicity of communications devices for transmitting the parameter measurements from said sensors to said data processing apparatus;

wherein said reference array is configured to allow measurement of a plurality of reference parameters which, together with crop parameter measurements of growing crops, facilitates said data processing apparatus in determining the water stress status of the growing crops,

and wherein said data processing apparatus includes at least one data storage device, said at least one data storage device arranged in data receptive association with said sensors for receiving parameter measurements therefrom and configurable to enable said data processing apparatus to be arranged in data receptive association therewith.

25. A system according to claim 24, wherein said portable imaging sensor is for measuring surface temperature on a pixel by pixel basis over the crop-growing area and said reference array, thereby producing a two-dimensional array of pixels corresponding to a thermal image of the crop-growing area and of said reference array.

26. A system according to claim 24, wherein said mobile platform is airborne.

27. A system according to claim 24, wherein said portable imaging sensor is configured and said mobile platform is maintained, during measurement by said portable imaging sensor, at a predetermined altitude so as to produce a thermal image of the crop-growing area and of said reference array made up of measurement pixels of a predetermined size.

28. A system according to claim 27, wherein each of said measurement pixels provides a measurement of the surface temperature of an area smaller than a meter squared.

29. A system according to claim 24, wherein said at least one sensor for measuring environmental parameters is for measuring global radiation.

30. A system according to claim 24, wherein said at least one sensor for measuring environmental parameters is for measuring air temperature.

31. A system according to claim 24, wherein said at least one sensor for measuring environmental parameters is portable and is supported by said mobile platform.

32. A system according to claim 24, wherein said reference array includes a plurality of component reference surfaces in a predetermined arrangement, each of said component reference surfaces having predetermined radiometric properties;

wherein said reference array is located at a preselected location within a predetermined proximity to a selected crop-growing area,

and wherein said component reference surfaces allow measurement of a plurality of reference parameters which, together with crop parameter measurements of growing crops, facilitates determination of the water stress status of the growing crops by said data processing apparatus.

33. A system according to claim 32, wherein said component reference surfaces correspond to a predetermined number of whole pixels in said thermal image of the crop growing area and of said reference array produced by said portable imaging sensor when performing measurements at said predetermined altitude above the crop growing area and said reference array.

34. A system according to claim 33, wherein each said component reference surface corresponds to at least four whole pixels in said thermal image produced by said portable imaging sensor when performing measurements at said predetermined altitude above the crop growing area and said reference array.

35. A system according to claim 32, wherein said predetermined plurality of component reference surfaces includes at least one first reference surface fabricated to produce preselected parameter measurements substantially equivalent to those taken on a potentially transpiring crop surface that is internally saturated.

36. A system according to claim 35, wherein said first reference surface includes wetting apparatus operative to continuously wet said first reference surface with water during preselected time intervals including when measurements are to be taken and wherein said first reference surface is configured permitting substantially free evaporation therefrom.

37. A system according to claim 32, wherein said predetermined plurality of component reference surfaces further includes at least one second reference surface, said at least one second reference surface being substantially dry, being shielded from thermal radiation coming from therebelow, and being fabricated to have predetermined heat-convection properties.

38. A system according to claim 37, wherein said at least one second reference surface includes at least two substantially dry reference surfaces, including at least one uniformly light-colored surface and at least one uniformly dark-colored surface.

39. A system according to claim 32, wherein said component reference surfaces are formed of fabrics having the desired predetermined radiometric and heat-convection properties.

40. A system according to claim 32, wherein said reference array further includes at least one environmental sensor for measuring predetermined environmental parameters at the location of said reference array.

41. A system according to claim 40, wherein said predetermined environmental parameters include at least one member of the group which consists of:

global radiation,

air temperature,

relative humidity, and

wind speed.

42. A system according to claim 40, wherein said reference array further includes:

a clock device for producing time reference signals so that the system can synchronize said reference parameter measurements with crop parameter measurements for evaluating the water stress status of the growing crops.

43. A system according to claim 32, wherein said reference array further includes temperature sensors for measuring the surface temperatures of said component reference surfaces at said reference array.

44. For use with a system for evaluating the water stress status of growing crops, a reference array for reference parameter measurements which includes a plurality of component reference surfaces in a predetermined arrangement, each of said component reference surfaces being a predetermined size and having predetermined radiometric properties;

wherein said reference array is located at a preselected location within a predetermined proximity to a selected crop-growing area,

and wherein said component reference surfaces allow measurement of a plurality of reference parameters which, together with crop parameter measurements of growing crops, facilitates determination of the water stress status of the growing crops.

45. A reference array according to claim 44, wherein said predetermined plurality of component reference surfaces includes at least one first reference surface fabricated to produce preselected parameter measurements substantially equivalent to those taken on a potentially transpiring crop surface that is internally saturated.

46. A reference array according to claim 45, wherein said first reference surface includes wetting apparatus operative to continuously wet said first reference surface with water during preselected time intervals including when measurements are to be taken and wherein said first reference surface is configured permitting substantially free evaporation therefrom.

47. A reference array according to claim 44, wherein said predetermined plurality of component reference surfaces further includes at least one second reference surface, said at least one second reference surface being substantially dry, being shielded from thermal radiation coming from therebelow, and being fabricated to have predetermined heat-convection properties.

48. A reference array according to claim 47, wherein said at least one second reference surface includes at least two substantially dry reference surfaces, including at least one uniformly light-colored surface and at least one uniformly dark-colored surface.

49. A reference array according to claim 44, wherein said component reference surfaces are formed of fabrics having the desired predetermined radiometric and heat-convection properties.

50. A reference array according to claim 44, further including at least one environmental sensor for measuring predetermined environmental parameters at the location of said reference array.

51. A reference array according to claim 50, wherein said predetermined environmental parameters include at least one member of the group which consists of:

global radiation,

air temperature,

relative humidity, and

wind speed.

52. A reference array according to claim 44, further including temperature sensors for measuring the surface temperatures of said component reference surfaces at said reference array.

53. A reference array according to claim 44, further including:

a clock device for producing time reference signals evaluating the water stress status of the growing crops and

a data storage device for storing said reference parameter measurements and said time reference signals until they are transferred to the system for processing.