Systems, techniques, and devices for detecting plant biometrics, for example, plants in a crop field. An imaging device of an unmanned vehicle may be used to generate a plurality of images of the plants, and the plurality of images may be used to generate a 3D model of the plants. The 3D model may define locations and orientations of leaves and stems of plants. The 3D model may be used to determine at least one biometric parameter of at least one plant in the crop. Such detection of plant biometrics may facilitate the automation of crop monitoring and treatment.

A system and method for implementing a landscaping project on a plot of land. The system creates a flexible landscaping template that is physically placed over the land that is to be landscaped. The flexible landscaping template has graphics printed on its surface that identify a variety of plants, indicate planting positions, and identify a variety of soil conditioning products the plants. The graphics on the flexible landscaping template can also indicate the placement of water management conduits and electrical conduits, the placement of hardscaping products and/or the placement of construction foundations. The flexible landscaping template is generated using input from a user and environmental criteria for the land to be landscaped. Once the flexible landscaping template is generated, the materials identified on the flexible landscaping template are gathered into a shipping module by a supplier company.

A system and method for implementing a landscaping project on a plot of land. The system creates a flexible landscaping template that is physically placed over the land that is to be landscaped. The flexible landscaping template has graphics printed on its surface that identify a variety of plants, indicate planting positions, and identify a variety of soil conditioning products the plants. The graphics on the flexible landscaping template can also indicate the placement of water management conduits and electrical conduits, the placement of hardscaping products and/or the placement of construction foundations. The flexible landscaping template is generated using input from a user and environmental criteria for the land to be landscaped. Once the flexible landscaping template is generated, the materials identified on the flexible landscaping template are gathered into a shipping module by a supplier company.

There is provided a system for customized application of herbicides, comprising: a processor(s) executing a code for: feeding test images corresponding to a target agricultural field into a machine learning model trained on a training dataset of sample images of sample agricultural field(s) labelled with ground truth of weed parameters, selecting specific weed parameter(s) of according to performance metric(s) of the model, setting up instructions for triggering application of a first herbicide to a portion of the target agricultural field in response to an outcome of the model indicating likelihood of the specific weed parameter(s) being depicted in an input image of the portion of the target agricultural field, and setting up instructions for triggering application of a second herbicide to the portion of the target agricultural field in response to the outcome of the model indicating non-likelihood of the specific weed parameter(s) being depicted in the input image.

The present invention provides a longitudinally split immature tiller separated from a rhizome (LSITR), a duster of multiple in vitro shoots (CMIT), a cluster of stem segments containing shoot primordia (CSSSP) and an in vitro tiller of Miscanthus x giganteus (Giant miscanthus), and their uses in propagating Miscanthus x giganteus (Giant miscanthus).

A system and method for selecting plants based on climate data and plant data. The system receives climate data and plant data and selects plants for a geographical division based on the climate data and plant data. The system generates durable plant tags with for the plants that have an icon that identifies the lighting level and watering level of the plants using a color and a number.

A system and method for selecting plants based on climate data and plant data. The system receives climate data and plant data and selects plants for a geographical division based on the climate data and plant data. The system generates durable plant tags with for the plants that have an icon that identifies the lighting level and watering level of the plants using a color and a number.

A wireless system is provided for monitoring environmental, soil, or climate conditions and/or controlling irrigation or climate control systems at an agricultural or landscape site. In some embodiments, the wireless system includes at least one wireless control nodes for monitoring environmental, soil, or climate conditions and/or for controlling one or more irrigation or climate control systems at the site. The wireless system also includes a web based application or a cell phone application and a gateway coupled to a communications network. The communications network is configured to transfer data to and receive remote control commands or queries from an end-user.

A wireless system is provided for monitoring environmental, soil, or climate conditions and/or controlling irrigation or climate control systems at an agricultural or landscape site. In some embodiments, the wireless system includes at least one wireless control nodes for monitoring environmental, soil, or climate conditions and/or for controlling one or more irrigation or climate control systems at the site. The wireless system also includes a web based application or a cell phone application and a gateway coupled to a communications network. The communications network is configured to transfer data to and receive remote control commands or queries from an end-user.

Growing systems may include a number of modular growing chambers adapted to be configured in a stacked arrangement with each growing chamber surrounding a corresponding portion of the plant. The grow chambers may be selectively added or removed during plant growth, such that different sections of the growing plant may be influenced differently using aeroponic, hydroponic or other growing techniques. The grow chamber stack may be portable and provided with integrated or independent lifting devices to assist an operator in adding or removing chambers from the stack. Three growing processes may be facilitated using such systems. These include a process for producing assorted product from a single plant for simultaneous harvest, a process for producing an extended harvest of a desired size product from a single plant, and a process for extending the productive life of a plant and provide for multiple, continued, and perpetual harvest.