Abstract: A system and methods for analyzing land use and productivity. The invention relates to land use analysis through detection, monitoring and evaluating changes in particular land regions of interest and the analysis of changes in such land use as well as the forecasting of in-season productivity of vegetation in the region of interest. This system and methods is applicable to facilitate the automatic preparation of reports for a selected parcel of land that evaluates changes in land use and creates a quantitative report for one or more land regions of interest. This system and methods is useful to assess compliance with government regulations or standards regarding land use as well as provide a predictive land use productivity model used for commodity trading.

Abstract: A system is provided to monitor targeted pest populations, disease, presence of transgenic and non-transgenic plants, or targeted pest population in a transgenic crop using remote imagery to discern differences in crops along with pest infestation in all crop varieties. The system relies on the fact that plant leaves are known to change color based on stress, herbivory, and other environmental factors. The system provides a special camera that can see reflected light energy across the visible and near infrared (about 400-1000 nm) to identify these effects.

Abstract: A system is provided to monitor targeted pest populations, disease, presence of transgenic and non-transgenic plants, or targeted pest population in a transgenic crop using remote imagery to discern differences in crops along with pest infestation in all crop varieties. The system relies on the fact that plant leaves are known to change color based on stress, herbivory, and other environmental factors. The system provides a special camera that can see reflected light energy across the visible and near infrared (about 400-1000 nm) to identify these effects.