IP Library Granted Patent US 7,068,816
Granted Patent B1
US 7,068,816 · App. 10/047,423 · Granted Jun 27, 2006

Method for using remotely sensed data to provide agricultural information

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Quick Facts
Patent No.
US 7,068,816
App. No.
10/047,423
Granted
Jun 27, 2006
Kind
B1
Abstract

The present invention is directed to a method for producing agricultural information on an area of interest, with the information based on raw, remote imaging data that is typically produced by a sensor associated with a satellite or aircraft. In one embodiment, the method includes processing raw, remote imaging data to produce reflectance factor data on the land of interest. The reflectance factor data is then used to produce agriculturally significant information. In one embodiment, a soil zone index map is produced for the land of interest. In another embodiment, the reflectance factor data is used to produce a green vegetation index map. In yet a further embodiment, the reflectance factor data at two points in time is used to produce a map for the land of interest that indicates the change in the green vegetation index over time.

Claims (135)

1. A method for producing agricultural information on an area of interest comprising:

receiving map information that defines an agricultural area of interest for which agricultural information is desired;

receiving remote imaging data on the agricultural area of interest;

processing, using data related to an agricultural scene-object, said remote imaging data on the agricultural area of interest to produce reflectance factor data on the agricultural area of interest, wherein a reflectance factor for a band b is denoted as RF b , where RF b =(L b −L pb )m b and m b =π/(E b t sb cos θ+E b,sky ) t 0b ; and

using said reflectance factor data on the agricultural area of interest to produce a map for the agricultural area of interest that provides agricultural information.

2. A method, as claimed in claim 1 , wherein:

said step of using includes producing a green vegetation index (GVI) map for the agricultural area of interest according to the following:

GVI =( RF 4 *−RF 3 *)(1 +L ) F /( RF 4 *+RF 3 *+L )

where

RF 4 *=RF 4 −b 43 ;

RF 3 *=s 43 RF 3 ;

F is a scaling factor, and L is a soil adjustment coefficient.

3. A method, as claimed in claim 2 , wherein:

said step of using includes producing a change in GVI map based upon a first GVI map for a first time and a second GVI map for a second time that is different than said first time.

4. A method, as claimed in claim 3 , wherein:

said first time is within one week of said second time.

5. A method, as claimed in claim 1 , wherein:

said step of using includes using said reflectance factor data to produce a soil zone index (SZI) map for the agricultural area of interest according to the following:

SZI=x[sqrt (( RF 3 *+L/ 2) 2 +( RF 4 *+L/ 2) 2 )−0.35]

where

RF 4 *=RF 4 −b 43 ;

RF 3 *=s 43 RF 3 ;

L is a soil adjustment coefficient and x is a scaling constant.

6. A method, as claimed in claim 5 , wherein:

x has a value of 250.

7. A method, as claimed in claim 1 , wherein:

said step of using includes producing a map for one of the following indexes: Difference Green Vegetation Index (DGVI), Perpendicular Green Vegetation Index (PGVI), Normalized Difference Vegetation Index (NDVI), Simple Ratio Vegetation Index (SRVI), Infrared Percentage Vegetation Index (IRPVI), Soil Adjusted Vegetation Index (SAVI), Transformed Soil Adjusted Vegetation Index (TSAVI), Modified SAVI (MSAVI), and MSAVI2.

8. A method, as claimed in claim 7 , wherein:

said step of using includes producing a change map based upon a first map for a selected one of said indexes for a first time and a second map for the selected one of said indexes for a second time that is different than said first time.

9. A method, as claimed in claim 1 , furthering comprising:

conveying said map on the agricultural area of interest to an entity that is interested in agricultural information on the agricultural area of interest.

10. A method for producing agricultural information on an area of interest comprising:

receiving map information that defines the agricultural area of interest for which agricultural information is desired;

receiving remote imaging data on the agricultural area of interest;

processing, using data related to an agricultural scene-object, said remote imaging data on the agricultural area of interest to produce reflectance factor data on the agricultural area of interest; and

using said reflectance factor data on the agricultural area of interest to produce a green vegetation index (GVI) map for the agricultural area of interest according to the following:

GVI =( RF 4 *−RF 3 *)(1 +L ) F /( RF 4 *+RF 3 *+L )

where

RF 4 *=RF 4 −b 43 ;

RF 3 *=s 43 RF 3 ;

F is a scaling factor, and L is a soil adjustment coefficient.

11. A method, as claimed in claim 10 , further comprising:

identifying said GVI map as a first GVI map that relates to a first time; and

repeating said step of receiving, processing and using to produce a second GVI map for the agricultural area of interest that relates to a second time that is different than said first time.

12. A method, as claimed in claim 11 , further comprising:

using said first GVI map and said second GVI map to produce a change in GVI map.

13. A method for producing agricultural information on an area of interest comprising:

receiving map information that defines an agricultural area of interest for which agricultural information is desired;

receiving remote imaging data on the agricultural area of interest;

processing, using data related to an agricultural scene-object, said remote imaging data on the agricultural area of interest to produce reflectance factor data on the agricultural area of interest; and

using said reflectance factor data on the agricultural area of interest to produce a soil zone index (SZI) map for the agricultural area of interest according to the following:

SZI=x[sqrt (( RF 3 *+L/ 2) 2 +( RF 4 *+L/ 2) 2 )−0.35]

where

RF 4 *=RF 4 −b 43 ;

RF 3 *=s 43 RF 3 ;

L is a soil adjustment coefficient and x is a scaling constant.

14. A method, as claimed in claim 13 , further comprising:

using said reflectance factor data to produce a vegetation index map before using said reflectance data to produce said soil zone index map.

15. A method, as claimed in claim 14 , wherein:

said vegetation index map is a green vegetation index map.

16. A method for producing agricultural information on an area of interest comprising:

receiving map information that defines an agricultural area of interest for which agricultural information is desired;

first receiving first remote imaging data on the agricultural area of interest for a first time;

first calibrating, using data related to an agricultural scene-object, said first remote imaging data on the agricultural area of interest to produce first reflectance factor data for said first time;

first using said first reflectance factor data to produce a first map according to a selected index;

second receiving second remote imaging data on the agricultural area of interest for a second time;

second calibrating, using data related to an agricultural scene-object, said second remote imaging data on the agricultural area of interest to produce second reflectance factor data for said second time;

second using said second reflectance factor data to produce a second map according to said selected index; and

using said first map and said second map to produce a change map that shows the change in the index between said first time and said second time;

wherein a reflectance factor for a band b is denoted as RF b , where RF b =(L b −L pb )m b and m b =π/(E b t sb cos θ+E b,sky ) t 0b .

17. A method, as claimed in claim 16 , wherein:

said selected index is a green vegetation index (GVI) in which pixel values are determined according to the following:

GVI =( RF 4 *−RF 3 *)(1 +L ) F /( RF 4 *+RF 3 *+L )

where

RF 4 *=RF 4 −b 43 ;

RF 3 *=s 43 RF 3 ;

F is a scaling factor, and L is a soil adjustment coefficient.

18. A method for producing agricultural information on an area of interest comprising:

receiving map information that defines an agricultural area of interest for which agricultural information is desired;

receiving remote imaging data on the agricultural area of interest;

calibrating said remote imaging data on the agricultural area of interest to produce calibrated data; and

using said calibrated data on the agricultural area of interest to produce a green vegetation index (GVI) map for the agricultural area of interest according to the following:

GVI =( RF 4 *−RF 3 *)(1 +L ) F /( RF 4 *+RF 3 *+L )

where

RF 4 *=RF 4 −b 43 ;

RF 3 *=s 43 RF 3 ;

F is a scaling factor, L is a soil adjustment coefficient, and RF stands for reflectance factor.

19. A method, as claimed in claim 18 , wherein:

said step of calibrating includes using a value associated with a pixel that corresponds to an agricultural scene-object.

20. A method, as claimed in claim 19 , wherein:

said agricultural scene object includes dense herbaceous green vegetation.

21. A method, as claimed in claim 19 , wherein:

said agricultural scene object includes dry, bare, agricultural soil.

22. A method, as claimed in claim 18 , wherein:

said step of calibrating does not include the use of a value associated with a pixel that corresponds to an agricultural scene-object.

23. A method, as claimed claim 18 , wherein:

said step of calibrating includes using a calibration target.

24. A method, as claimed in claim 18 , wherein:

said step of using includes producing a change map based upon differences between a first map for a first time and a second map for a second time that is different than said first time.

25. A method for producing agricultural information on an area of interest comprising:

receiving map information that defines an agricultural area of interest for which agricultural information is desired;

receiving remote imaging data on the agricultural area of interest; and

using said remote imaging data on the agricultural area of interest to produce a green vegetation index (GVI) map for the agricultural area of interest according to the following:

GVI =( ID 4 *−ID 3 *)(1 +L ) F /( ID 4 *+ID 3 *+L )

where

ID 4 *=ID 4 −b 43 ;

ID 3 *=s 43 ID 3 ;

F is a scaling factor, L is a soil adjustment coefficient, and ID values are raw image data or radiance values.

26. A method for producing agricultural information on an area of interest comprising:

receiving map information that defines an agricultural area of interest for which agricultural information is desired;

receiving remote imaging data on the agricultural area of interest;

calibrating said remote imaging data on the agricultural area of interest to produce calibrated data; and

using said calibrated data on the agricultural area of interest to produce a soil zone index (SZI) map for the agricultural area of interest according to the following:

SZI=x[sqrt (( RF 3 *+L/ 2) 2 +( RF 4 *+L/ 2) 2 )−0.35]

where

RF 4 *=RF 4 −b 43 ;

RF 3 *=s 43 RF 3 ;

L is a soil adjustment coefficient and x is a scaling constant.

27. A method, as claimed in claim 26 , wherein:

said step of calibrating includes using a value associated with a pixel that corresponds to an agricultural scene-object.

28. A method, as claimed in claim 26 , wherein:

said step of calibrating does not include the use of a value associated with a pixel that corresponds to an agricultural scene-object.

29. A method for producing agricultural information on an area of interest comprising:

receiving map information that defines an agricultural area of interest for which agricultural information is desired;

receiving remote imaging data on the agricultural area of interest; and

using said remote imaging data on the agricultural area of interest to produce a soil zone index (SZI) map for the agricultural area of interest according to the following:

SZI=x[sqrt (( ID 3 *+L/ 2) 2 +( ID 4 *+L/ 2) 2 )−0.35]

where

ID 4 *=ID 4 −b 43 ;

ID 3 *=s 43 ID 3 ;

L is a soil adjustment coefficient, x is a scaling constant, and ID values are raw image data or radiance values.

30. A method for transporting agricultural information on an area of interest towards an interested entity comprising:

conveying, over a portion of a computer network, a map that provides agricultural information on the area of interest, the map including agricultural information that has been produced using reflectance factor data wherein a reflectance factor for a band b is denoted as RF b , where RF b =(L b −L pb )m b and m b =π/(E b t sb cos θ+E b,sky ) t 0b , and one of the following: data related to an agricultural scene-object, a formula for producing a green vegetation index (GVI), and a formula for producing soil zone index (SZI).

31. A method, as claimed in claim 30 , wherein:

said computer network includes the Internet.

Assignments (16)
RELEASE OF SECURITY INTEREST Recorded Mar 3, 2026
From: SIXTH STREET LENDING PARTNERS, ACTING IN ITS CAPACITY AS AGENT
To: AURORA INSIGHT INC.; VANTOR INC. (F/K/A MAXAR INTELLIGENCE INC.); VANTOR SERVICES INC. (F/K/A MAXAR MISSION SOLUTIONS INC.); LANTERIS SPACE LLC (F/K/A MAXAR SPACE LLC); SPATIAL ENERGY, LLC; LANTERIS SPACE ROBOTICS LLC (F/K/A MAXAR SPACE ROBOTICS LLC); VANTOR HOLDINGS INC. (F/K/A MAXAR TECHNOLOGIES HOLDINGS INC.)
Reel/Frame 075021/0624 →
INTELLECTUAL PROPERTY SECURITY AGREEMENT Recorded May 5, 2023
From: MAXAR INTELLIGENCE INC. (F/K/A DIGITALGLOBE, INC.); AURORA INSIGHT INC.; MAXAR MISSION SOLUTIONS INC. ((F/K/A RADIANT MISSION SOLUTIONS INC. (F/K/A THE RADIANT GROUP, INC.)); MAXAR SPACE LLC (F/K/A SPACE SYSTEMS/LORAL, LLC); SPATIAL ENERGY, LLC; MAXAR SPACE ROBOTICS LLC ((F/K/A SSL ROBOTICS LLC) (F/K/A MDA US SYSTEMS LLC)); MAXAR TECHNOLOGIES HOLDINGS INC.
To: SIXTH STREET LENDING PARTNERS, AS ADMINISTRATIVE AGENT
Reel/Frame 063660/0138 →
TERMINATION AND RELEASE OF PATENT SECURITY AGREEMENT - RELEASE OF REEL/FRAME 053866/0412 Recorded May 4, 2023
From: WILMINGTON TRUST, NATIONAL ASSOCIATION, AS COLLATERAL AGENT
To: MAXAR INTELLIGENCE INC.; MAXAR SPACE LLC
Reel/Frame 063544/0011 →
TERMINATION AND RELEASE OF SECURITY INTEREST IN PATENTS AND TRADEMARKS - RELEASE OF REEL/FRAME 051258/0465 Recorded May 4, 2023
From: ROYAL BANK OF CANADA, AS AGENT
To: MAXAR INTELLIGENCE INC.; MAXAR SPACE LLC
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TERMINATION AND RELEASE OF SECURITY INTEREST IN PATENTS AND TRADEMARKS - RELEASE OF REEL/FRAME 044167/0396 Recorded May 4, 2023
From: ROYAL BANK OF CANADA, AS AGENT
To: MAXAR INTELLIGENCE INC.; MAXAR SPACE LLC
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RELEASE OF SECURITY INTEREST Recorded Jun 21, 2022
From: WILMINGTON TRUST, NATIONAL ASSOCIATION
To: DIGITALGLOBE, INC.; SPACE SYSTEMS/LORAL, LLC; RADIANT GEOSPATIAL SOLUTIONS LLC
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PATENT SECURITY AGREEMENT Recorded Sep 23, 2020
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SECURITY AGREEMENT (NOTES) Recorded Dec 12, 2019
From: DIGITALGLOBE, INC.; RADIANT GEOSPATIAL SOLUTIONS LLC; SPACE SYSTEMS/LORAL, LLC (F/K/A SPACE SYSTEMS/LORAL INC.)
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AMENDED AND RESTATED U.S. PATENT AND TRADEMARK SECURITY AGREEMENT Recorded Dec 11, 2019
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From: DIGITALGLOBE, INC.; MACDONALD, DETTWILER AND ASSOCIATES LTD.; MACDONALD, DETTWILER AND ASSOCIATES CORPORATION; MACDONALD, DETTWILER AND ASSOCIATES INC.; MDA GEOSPATIAL SERVICES INC.; SPACE SYSTEMS/LORAL, LLC; MDA INFORMATION SYSTEMS LLC
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RELEASE OF SECURITY INTEREST IN PATENTS FILED AT R/F 041069/0910 Recorded Oct 5, 2017
From: BARCLAYS BANK PLC
To: DIGITALGLOBE, INC.
Reel/Frame 044363/0524 →
SECURITY INTEREST Recorded Jan 23, 2017
From: DIGITALGLOBE, INC.
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Reel/Frame 041069/0910 →
RELEASE OF SECURITY INTEREST IN PATENTS PREVIOUSLY RECORDED AT REEL/FRAME (029734/0427) Recorded Dec 22, 2016
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