An indoor gardening appliance includes a grow module rotatably mounted within a liner to at least partially define a first grow chamber and a second grow chamber. A climate control system includes an evaporator plenum housing an evaporator, a fan assembly for urging air through the evaporator plenum, recirculation ducts for independently circulating air through the first grow chamber and the second grow chamber, and ambient duct systems for independently circulating fresh ambient air through the first grow chamber and the second grow chamber. A system of dampers selectively opens or closes each respective recirculation duct and ambient duct system for independent climate control of the first grow chamber and the second grow chamber.

A control device controls a water supply device that supplies irrigation water to an open farm field in which a plant grows. The control device includes a storage unit, a calculation unit, and an output unit. The storage unit stores an environment value of each of a plurality of divided areas obtained by dividing the farm field and weather forecast of the farm field. The calculation unit calculates, based on an environment value and the weather forecast, an irrigation schedule in which supply time and amount of the irrigation water individually supplied to each of the plurality of divided areas during the irrigation period are determined. The output unit outputs to the water supply device, a control signal to control supply and no supply of the irrigation water to each of the plurality of divided areas based on the irrigation schedule.

A mobile sensory platform includes a propulsion system configured to move the platform within a growing area, a vertically-extending support, and sensors in or on the support. Different sensors are positioned at different heights along the support. The sensors are configured to capture data associated with plants in the growing area. The platform also includes a communication interface configured to support two-way wireless communication, a power supply, and a control system configured to control movement of the platform and operation of the sensors. The sensors include microclimate sensors configured to sense microclimates around individual ones of the plants and stereo imaging sensors configured to capture images of the plants. The sensors are configured to non-invasively capture multi-dimensional data points for the individual ones of the plants. At least some of the multi-dimensional data points are associated with a 3D structure of a canopy of the individual ones of the plants.

A mobile sensory platform includes a propulsion system configured to move the platform within a growing area, a vertically-extending support, and sensors in or on the support. Different sensors are positioned at different heights along the support. The sensors are configured to capture data associated with plants in the growing area. The platform also includes a communication interface configured to support two-way wireless communication, a power supply, and a control system configured to control movement of the platform and operation of the sensors. The sensors include microclimate sensors configured to sense microclimates around individual ones of the plants and stereo imaging sensors configured to capture images of the plants. The sensors are configured to non-invasively capture multi-dimensional data points for the individual ones of the plants. At least some of the multi-dimensional data points are associated with a 3D structure of a canopy of the individual ones of the plants.

A computer system is provided comprising a classification model management server computer configured, by instructions, to: receive a new image from a user device; apply a first digital model to first regions within the new image for classifying each of the first regions into a particular class; apply a second digital model to second regions within the new image for classifying each of the second regions into a particular class; and transmit classification data related to the class of the first regions and the class of the second regions to the user device. In connection therewith, the second regions each generally correspond to a combination of multiple first regions.

The present invention provides a system, method and apparatus for irrigation control and data management. According to a preferred embodiment, an irrigation control system may include a data collection module which receives and stores system data generated by sensors and supporting systems including irrigation, drive, weather, sensor and electrical systems of a mechanized irrigation system. According to preferred embodiments, the system preferably also includes a system control module which transmits system control instructions to system components. Additionally, the present invention also includes a display module which provides a display of graphical user interfaces embedded with system data and selectable control instructions.

An apparatus for analyzing a plant specimen is disclosed which includes a housing assembly adapted to be in i) an open configuration adapted to receive a plant specimen, and ii) a closed configuration wherein ambient light is controlled therein, a light source disposed in or coupled to the housing assembly, the light source adapted to shine light onto or through the plant specimen when the housing assembly is in the closed configuration, and a camera assembly coupled to the housing assembly, the camera assembly having an image sensor adapted to receive light from the plant specimen in i) a transmittance mode where light transmits through the plant specimen, or ii) a reflectance mode where light is reflected from the plant specimen, the image sensor adapted to thereby capture hyperspectral images of the plant specimen.

The present disclosure relates to methods and systems for obtaining image information of an organism including a set of optical data; calculating a growth index based on the set of optical data; and calculating an anticipated harvest time based on the growth index, where the image information includes at least one of: (a) visible image data obtained from an image sensor and non-visible image data obtained from the image sensor, and (b) a set of image data from at least two image capture devices, where the at least two image capture devices capture the set of image data from at least two positions.

The present disclosure relates to methods and systems for obtaining image information of an organism including a set of optical data; calculating a growth index based on the set of optical data; and calculating an anticipated harvest time based on the growth index, where the image information includes at least one of: (a) visible image data obtained from an image sensor and non-visible image data obtained from the image sensor, and (b) a set of image data from at least two image capture devices, where the at least two image capture devices capture the set of image data from at least two positions.

An indoor gardening appliance includes a grow module rotatably mounted within a liner to at least partially define a first grow chamber and a second grow chamber. A climate control system includes an evaporator plenum housing an evaporator, a fan assembly for urging air through the evaporator plenum, recirculation ducts for independently circulating air through the first grow chamber and the second grow chamber, and ambient duct systems for independently circulating fresh ambient air through the first grow chamber and the second grow chamber. A system of dampers selectively opens or closes each respective recirculation duct and ambient duct system for independent climate control of the first grow chamber and the second grow chamber.