Crop stand optimization systems, methods and apparatus
Apparatus, systems and methods are provided for crop stand optimization. In some embodiments a field is planted at a first population prescription determined based on a first data set including forecasted weather. A subsequently determined second population prescription is determined based on a second data set determined after planting, and the planted crop is thinned according to the second population prescription. In some embodiments the crop is selectively thinned to remove plants having a plant removal index below a threshold.
1. A method of optimizing the stand of a planted crop, comprising:
determining a first optimized population prescription based on a first data set gathered prior to a first time;
planting a field at said first time according to said first population prescription;
capturing a first image of an individual plant in said field;
predicting a productivity of said individual plant based on a physical characteristic of said individual plant in said first image, said productivity of said individual plant relating to a yield of said individual plant; and
removing said individual plant if said predicted productivity is less than a threshold productivity.
2. The method of claim 1 , wherein said predicted productivity is related to a predicted number of ears produced by said plant.
3. The method of claim 2 , wherein said predicted number of ears is based on the relative characteristics of two adjacent plants.
4. The method of claim 1 , wherein said characteristic of said first image comprises a leaf orientation.
5. The method of claim 1 , wherein said characteristic of said first image comprises a leaf length.
6. The method of claim 1 , wherein said characteristic of said first image comprises a leaf width.
7. The method of claim 1 , wherein said characteristic of said first image comprises a stalk width.
8. The method of claim 1 , wherein said characteristic of said first image comprises a distance between nodes of a corn plant.
9. The method of claim 1 , wherein said first image is captured by a first camera positioned to the side of said individual plant, and wherein said first camera is supported by an imaging implement configured to traverse said field.
10. The method of claim 1 , wherein a second image of said individual is captured by a second camera, wherein said second camera captures said second image simultaneously with said first image, and wherein said second camera is supported by said imaging implement.
11. The method of claim 1 , wherein a second image of said individual is captured by a second camera, wherein said second image comprises an aerial image.