Described herein is a method of controlling soil moisture, water accumulation and fertilizer distribution in land. Elevation location data for land areas are extracted from two or more pixels of a topographic image including topographic data. Each pixel represents a land area. Wetness indices for the land areas are determined from the elevation and location data, based on the slope between two or more defined areas of land and an upslope contributing area per unit contour length. At risk defined areas of land, e.g., those at risk of accumulating water are identified based on wetness indices. Water is transported from the at risk defined areas of land to another location. The transporting of water reduces the risk of accumulating water in the at risk defined areas of land and improves crop growth potential in those areas.

A system and method for crop management uses data of specific varieties, such as the effect of growing degree units (GDU) on the phenological stage and optimal soil moisture percentage (SMP) to predict crop growth, to water the crops, and to manage agricultural systems by suggesting planting dates required to meet harvest goals. For plants growing in irrigation tracts, the system and method may use soil moisture sensors and the phenological stage information to provide water to the plants. In other embodiments, predictions are made of harvest dates for planted varieties and/or planting dates to reach harvest goals. The effect of mulching may be taken into account.

In an irrigation system and method, a controller acquires data regarding soil moisture from one or more soil moisture sensors disposed in an irrigation area and determines whether to irrigate or withhold irrigation from the irrigation area based on a combination of evapotranspiration (ET) data and the acquired soil moisture data. An irrigation means is responsive to the controller determining whether to apply or withhold irrigation from the irrigation area for respectively applying or withholding irrigation from the irrigation area.

Crop input application systems, methods and apparatus are provided. In some embodiments, an irrigation system is provided with a reel in fluid communication with a liquid source. In some embodiments, a drop assembly is incorporated in an irrigation system. In some embodiments, a crop applicator system includes a reel positioned between adjacent rows of crop.

An apparatus comprising an irrigation sprinkler body cover with an integrated battery-powered decoder is disclosed. A method of retrofitting existing irrigation systems to wirelessly communicate with one or more of the present apparatus is also disclosed. Concerning the present method, an irrigation controller provides message data to a gateway regarding the control of irrigation valves. The gateway contains configurable encoder software that encodes and then wirelessly transmits the message data, for example via long-range radio hardware at 902-928 MHz frequency. The encoded data is received by a present apparatus to which the message is addressed. The apparatus decodes the message data and subsequently provides a power signal via wire to one or more proximally-located DC latching solenoid valves to control the irrigation valves according to the user input.

Disclosed herein are a system and method that integrate vineyard sensor data into an environment that enables analysis, historical trend analytics, spatio-temporal analytics, and weather model fusion for improved decision making from vineyard management to wine production. The integration of new sensor data from multiple soil depths with surface measurements, combined with production flow process and historical information enables new decision making capabilities. A wireless network of sensor/transmitters can be distributed to provide a 3-dimensional assessment of water movement both across the grower's field and as it moves from the surface through the root zone. The soil monitoring data stream feeds into a visualization interface that will be incorporated in software based decision aid and crop management tool that helps agricultural producers reduce costs, minimize water and nutrient applications, and better protect the environment by reducing agricultural production inputs.

An agricultural method includes providing a positive air pressure chamber to prevent outside contaminants from entering the chamber; growing crops in a plurality of cells in the chamber, each cell having multi-grow benches or levels, each cell further having connectors to vertical hoists for vertical movements in the chamber; maintaining pre-set temperature, humidity, carbon dioxide, watering and lighting levels to achieve predetermined plant growth; using motorized transport rails to deliver benches for operations including seeding, harvesting, grow media recovery, and bench wash; dispensing seeds in the cell with a mechanical seeder coupled to the transport rails; growing the crops with computer controlled nutrients, light and air level; and harvesting the crops and delivering the harvested crop at a selected outlet of the chamber.

Systems, apparatuses, and methods are provided herein related to irrigation control systems. In some embodiments, an irrigation control system includes a router, an access point, and irrigation controller, a wireless adapter, and a mobile device. The mobile device can communicate with the wireless adapter in a direct communication mode in which the wireless adapter creates a wireless network, a first indirect communication mode in which the mobile device and the wireless adapter communicate via the access point while the mobile device is within range of the access point, and a second indirect communication mode in which the mobile device and the wireless adapter communicate via the access point while the mobile device is out of range of the access point.

A device includes a housing with a reference electrode having a metal plug extending through the housing. One or more sensing surfaces are disposed on an exterior of the housing, where the one or more sensing surfaces are configured to perform a nutrient measurement of a soil. A moisture sensor is disposed on an exterior of the housing for detecting a moisture level of the soil

A plant growing system has a number of modular units arranged together on a flat surface in side of a growing room. The modular units have rigid boxes therein with vertical holes therethrough inside of which is located a growing soil. Water and nutrients are pumped from a reservoir to a distributor located in a growing soil of the rigid boxes as called for by moisture sensors, which activates a controller to turn ON a delivery pump. When moisture and nutrients need to be removed from an impermeable flexible liner located below the modular units, the controller turns ON a return pump, which pumps the excess water and nutrients back to the reservoir.