The invention relates to a system and method for determining a status of plants. The system includes a light transmitter arranged for providing broad band illumination to one or more plants. The system includes a light receiver including a plurality of receiver channels, the receiver channels arranged for receiving light from said one or more plants in mutually different wavelength bands. The system includes a processing unit arranged for determining a status of said one or more plants on the basis of light received by the plurality of receiver channels. The transmitter may be arranged for transmitting bursts of modulated light.

The invention relates to a system and method for determining a status of plants. The system includes a light transmitter arranged for providing broad band illumination to one or more plants. The system includes a light receiver including a plurality of receiver channels, the receiver channels arranged for receiving light from said one or more plants in mutually different wavelength bands. The system includes a processing unit arranged for determining a status of said one or more plants on the basis of light received by the plurality of receiver channels. The transmitter may be arranged for transmitting bursts of modulated light.

The invention relates to a handheld device and method for determining a status of one or more plants. The device includes a digital color camera arranged for obtaining a color image of plants within a field of view, a light source arranged for providing broadband illumination to the plants within the field of view, and a processing unit arranged for controlling the camera and the light source for obtaining a first image of the plants while the light source illuminates the plants with broadband illumination, and obtaining a second image of the plants while the light source does not illuminate the plants.

The invention relates to a method and device for measuring a height of an agricultural product above ground using a mobile communications device. The method includes positioning the communications device above the agricultural product and determining a distance between the communications device and the agricultural product using a built-in sensor of the communications device. The height of the agricultural product is determined on the basis of the determined distance.

The invention relates to a method and device for measuring a height of an agricultural product above ground using a mobile communications device. The method includes positioning the communications device above the agricultural product and determining a distance between the communications device and the agricultural product using a built-in sensor of the communications device. The height of the agricultural product is determined on the basis of the determined distance.

There is provided a method of controlling a growth environment 50 of a plant 2, the method comprising: obtaining an electrical signal from the plant; generating, using at least one machine learning model, prediction data based upon the electrical signal, wherein the at least one machine learning model has been trained to assess at least one characteristic of the plant, and wherein the prediction data are based upon output(s) of the at least one machine learning model and indicate an assessment of the at least one characteristic of the plant; and applying a user defined rule set to the prediction data to generate a plant control signal, wherein the plant control signal is configured to change the growth environment of the plant.

There is provided a method of controlling a growth environment 50 of a plant 2, the method comprising: obtaining an electrical signal from the plant; generating, using at least one machine learning model, prediction data based upon the electrical signal, wherein the at least one machine learning model has been trained to assess at least one characteristic of the plant, and wherein the prediction data are based upon output(s) of the at least one machine learning model and indicate an assessment of the at least one characteristic of the plant; and applying a user defined rule set to the prediction data to generate a plant control signal, wherein the plant control signal is configured to change the growth environment of the plant.

A computer-implemented method for predicting a cropland data layer (CDL) for a current year includes: retrieving a first set of records from a historical CDL database, where the first set corresponds to sampled areas of a region taken over a period for a number of years; retrieving a second set of records from a historical imagery database, where the second set corresponds to the sampled areas of the region, the period, and the number of years; employing the second set as inputs to train a deep learning network to generate the first set; retrieving a third set of records from a current imagery database, where the third set corresponds to a prescribed region, and where the third set corresponds to the time period and the current year; and using the third set as inputs and executing the trained deep learning network to generate a predicted CDL for the current year.

A computer-implemented method for predicting a cropland data layer (CDL) for a current year includes: retrieving a first set of records from a historical CDL database, where the first set corresponds to sampled areas of a region taken over a period for a number of years; retrieving a second set of records from a historical imagery database, where the second set corresponds to the sampled areas of the region, the period, and the number of years; employing the second set as inputs to train a deep learning network to generate the first set; retrieving a third set of records from a current imagery database, where the third set corresponds to a prescribed region, and where the third set corresponds to the time period and the current year; and using the third set as inputs and executing the trained deep learning network to generate a predicted CDL for the current year.

To provide a vascular sap flow speed sensor having a size allowing measurement of the flow speed of vascular sap in a part of a plant such as a stem and capable of being manufactured at low cost. A vascular sap flow speed sensor 1 includes a heater sensor HS and a reference sensor RS. The heater sensor HS includes: a first probe unit 10a including a heat transfer plate 11 and a probe 12; a heater 20; a first temperature sensor 30a; and a first housing 40a in which the heat transfer plate 11, the heater 20, and the first temperature sensor 30a are housed. The reference sensor RS includes: a second probe unit 10b including a heat transfer plate 11 and a probe 12; a second temperature sensor 30b; and a second housing 40b in which the heat transfer plate 11 and the second temperature sensor 30b are housed. Each of the first probe unit 10a and the second probe unit 10b is made of a metallic material.