Method for prescribing site-specific fertilizer application in agricultural fields
A map of site-specific amounts of a soil nutrient, to be applied in fertilizer to an agricultural field is created using a map of site-specific amounts of the soil nutrient needed to produce the maximum possible yield at the particular site. Subtracted from the site-specific amounts of nutrient needed are site-specific amounts of the nutrient currently existing in the field, thus producing the map of site-specific nutrient amounts to be added. The nutrient amounts may be added to the soil using the map and conventional variable-rate fertilizer application methods. In one embodiment, the amounts of the soil nutrient needed to produce the maximum possible yield at each site is created using a map of site-specific measures of biomass produced by the field in a past growing season or seasons, which in turn is created from a remotely sensed biomass image.
1. A method implemented in at least one computer program to provide a map of site-specific amounts of a soil nutrient to be applied in fertilizer to an agricultural field divided into sites, the method comprising:
calculating site-specific measures for soil nutrient existing in the field;
calculating for the field, by use of a map of site-specific measures of a soil wetness index, a map of site-specific amounts of soil nutrients needed to produce at each site a maximum possible crop yield; and
subtracting, from the site-specific amounts of soil nutrient needed to produce at each site a maximum yield, the site-specific measures for soil nutrient existing in the field, thereby producing a map of site-specific amounts of soil nutrient to be applied in fertilizer to the field.
2. The method of claim 1 , wherein the soil nutrient is nitrogen, phosphorous, or potassium.
3. The method of claim 1 , wherein the soil nutrient is organic fertilizer or manure.
4. The method of claim 1 , wherein the soil nutrient is a micronutrient.
5. The method of claim 4 , wherein the micronutrient is Zn or Fe.
6. The method of claim 1 , further comprising:
calculating for the field, from a map of site-specific image data taken of the field in a bare soil state, a map of site-specific measures of soil brightness; and
calculating the site-specific measures of the soil nutrient existing in the field from at least the map of site-specific measures of soil brightness.
7. The method of claim 1 , wherein the site-specific measures of the soil nutrient existing in the field are calculated from at least a map of a site-specific measure of soil electrical conductivity.
8. A computer program, residing on a computer-readable medium, for providing a map of site-specific amounts of a soil nutrient to be applied in fertilizer to an agricultural field divided into sites, the computer program comprising:
instructions for causing a computer to:
calculate site-specific measures for soil nutrient existing in the field;
calculate, for the field, a map of site-specific measures of a soil wetness index;
calculate for the field, from the map of site-specific measures of a soil wetness index, a map of site-specific amounts of soil nutrient needed to produce at each site a maximum possible crop yield; and
subtract, from the site-specific amounts of soil nutrient needed to produce at each site a maximum possible crop yield, the site-specific measures of soil nutrient existing in the field, thereby producing a map of site-specific amounts of soil nutrient to be applied in fertilizer to the field.
9. The computer program of claim 8 , wherein the soil nutrient is nitrogen, phosphorous, or potassium.
10. The computer program of claim 8 , wherein the soil nutrient is organic fertilizer or manure.
11. The computer program of claim 8 , wherein the soil nutrient is a micronutrient.
12. The computer program of claim 11 , wherein the micronutrient is Zn or Fe.
13. The computer program of claim 8 , wherein the instructions further cause the computer to:
calculate for the field, from a map of site-specific image data taken of the field in a bare soil state, a map of site-specific measures of soil brightness; and
calculate the site-specific measures of the soil nutrient existing in the field from at least the map of site-specific measures of soil brightness.
14. The computer program of claim 8 , wherein the instructions cause the site-specific measures of the soil nutrient existing in the field to be calculated from at least a map of site-specific measure of soil electrical conductivity.
15. A method implemented in at least one computer program to provide a map of site-specific amounts of a soil nutrient to be applied in fertilizer to an agricultural field divided into sites, the method comprising:
calculating site-specific measures for the soil nutrient existing in the field;
calculating a map for the agricultural field of site-specific soil nutrient amounts needed to produce at each site a maximum possible crop yield by use of a map of site-specific field characteristic data for the agricultural field generated using a satellite image of the agricultural field; and
subtracting, from the site-specific soil nutrient amounts for maximum yield for the field, the site-specific measures for soil nutrient existing in the field, thereby producing a map of site-specific amounts of soil nutrient to be applied in fertilizer to the field.
16. The method of claim 15 , wherein the field characteristic is a measure of biomass produced by the field in one or more past growing seasons.
17. The method of claim 15 , further comprising:
calculating, from a map of site-specific image data taken of the field during one or more past growing seasons, a map of site-specific measures of a leaf area index, the leaf area index serving as a measure of biomass produced by the field.
18. The method of claim 15 , further comprising:
calculating, from a map of site-specific image data taken of the field during one or more past growing seasons, a map of site-specific measures of a vegetation index, the vegetation index serving as a measure of biomass produced by the field.
19. The method of claim 15 , further comprising:
calculating, from a topographic map for the field, a map of site-specific measures of a soil wetness index, the wetness index serving as the field characteristic.
20. The method of claim 15 , wherein the soil nutrient is nitrogen, phosphorous, or potassium.
21. The method of claim 15 , wherein the soil nutrient is organic fertilizer or manure.
22. The method of claim 15 , wherein the soil nutrient is a micronutrient.
23. The method of claim 22 , wherein the micronutrient is Zn or Fe.
24. The method of claim 15 , further comprising:
calculating for the field, from a map of site-specific image data taken of the field in a bare soil state, a map of site-specific measures of soil brightness; and
calculating the site-specific measures of the soil nutrient existing in the field from at least the map of site-specific measures of soil brightness.
25. The method of claim 15 , wherein the site-specific measures of the soil nutrient existing in the field are calculated from at least a map of site-specific measure of soil electrical conductivity.