Glossary.

Plain language: A unit of battery capacity — how much current a battery can deliver for how long. A 100 amp-hour battery can theoretically deliver 1 amp for 100 hours, or 10 amps for 10 hours, and so on. Most battery specifications use amp-hours; convert to watt-hours by multiplying by battery voltage for energy comparisons.

Technical: An amp-hour (Ah) is a unit of electric charge representing one ampere of current sustained for one hour (3,600 coulombs). Battery capacity is commonly specified in amp-hours at a specific discharge rate and cutoff voltage; actual usable capacity varies with discharge rate (faster discharge reduces usable capacity due to Peukert's effect) and temperature. Common agricultural battery capacities: small LiFePO4 batteries 20-100 Ah, traditional SLA batteries 35-200 Ah. Convert to energy (watt-hours) by multiplying by battery voltage: 100 Ah at 12V = 1,200 Wh. For mixed-voltage or comparative energy calculations, watt-hours provide cleaner comparisons than amp-hours.

Related: Watt-hour, Battery capacity, C-rate, Peukert's effect

Plain language: A low-power variant of Bluetooth designed specifically for small battery-powered devices that send occasional short messages. BLE sensors run for months or years on a coin battery while periodically broadcasting readings. Range is typically 10-50 meters. Ideal for greenhouse and indoor monitoring where short range is fine and battery life matters.

Technical: Bluetooth Low Energy (BLE) is a wireless technology defined in the Bluetooth 4.0\+ specifications, designed for short-range (typically under 50 meters), low-power communication. BLE devices typically operate in an advertising (broadcast) mode where they periodically transmit short data packets. Receivers (gateways, hubs, or phones) listen for these advertisements. Power consumption is extremely low — sensors can operate for 1-3 years on a CR2032 coin battery with typical reporting intervals. Many consumer-grade environmental sensors (Govee, SwitchBot, Xiaomi) use BLE. Home Assistant supports BLE through several integrations; a Bluetooth adapter on the hub computer or a dedicated BLE proxy device extends coverage.

Related: Bluetooth, BLE proxy, Coin battery, Greenhouse sensors

Plain language: A soil moisture sensor that measures how much water is in the soil by detecting changes in electrical capacitance around the probe. Most modern soil moisture sensors work this way. Better than older resistive probes, which corrode. Quality varies significantly — cheap capacitive probes give directional readings but may not be accurately calibrated.

Technical: A capacitive soil moisture probe measures volumetric water content by sensing the dielectric permittivity of the soil-water matrix surrounding the probe's electrodes. Water has high permittivity (~80) compared to dry soil (~4) and air (~1), so soil capacitance varies strongly with water content. Capacitive probes avoid the corrosion problems of older galvanic (resistive) probes. Accuracy varies widely: cheap single-frequency probes provide directional information but absolute accuracy can be ±30% or worse. Quality probes (Meter Group Teros series, Campbell Scientific CS650) use multiple frequencies or TDR (Time Domain Reflectometry) techniques for research-grade VWC accuracy. Soil type affects calibration — probes calibrated for mineral soil may read differently in peat or coco coir substrates.

Related: VWC, TDR sensor, Substrate moisture, Soil dielectric

Plain language: A sensor that measures the electrical current flowing through a wire without breaking into the circuit. Clamp the CT around a power wire; it outputs a small signal proportional to the current in that wire. Used in agricultural monitoring to detect whether equipment (pumps, fans, heaters) is actually drawing power — catching failures where the controller thinks equipment is running but it is not.

Technical: A current transformer (CT) is a sensor that uses electromagnetic induction to produce a small output current (or voltage with a burden resistor) proportional to the current flowing in a primary conductor. Common agricultural applications are clip-on or split-core CTs that clamp around an existing power wire without disconnecting the circuit. CT ratings: typical ranges 10A to 200A for common agricultural loads. Output forms: current-output (usually 5A full scale), voltage-output (0-5V or similar, with internal burden resistor), and specialized output types (4-20mA for industrial integration). CT monitoring enables pump-on verification, energy consumption tracking, and equipment failure detection without modifying the existing electrical installation.

Related: Pump monitoring, Energy monitoring, Split-core CT, Primary current

Plain language: The unbroken series of temperature-controlled storage and transport steps that keep perishable food cold from harvest to consumer. Monitoring the cold chain means tracking temperature at every handoff to ensure nothing was stored too warm or frozen. Critical for food safety, quality, and regulatory compliance.

Technical: The cold chain is the temperature-controlled supply chain for perishable products, including harvest, cooling, storage, transport, and display — each step maintained within specified temperature ranges. Cold chain monitoring uses temperature-logging devices (data loggers, BLE sensors, IoT-connected thermometers) at each segment. Key temperature zones: fresh produce 32-55°F depending on commodity, dairy 32-40°F, frozen -10°F and below. Continuous monitoring catches failures (refrigeration breakdown, door left open, shipping delays in uncooled trucks) that would otherwise produce unexplained quality loss. Regulatory requirements for cold chain documentation are growing; automated monitoring supports compliance reporting.

Related: Temperature logging, Data logger, HACCP, Food safety

Plain language: The total amount of light a plant receives across a whole day, counting only the light that plants actually use for photosynthesis. Different crops need different amounts — lettuce is happy with less, tomatoes want more, cannabis wants much more. DLI tells you whether the lights are doing their job or whether the natural light is enough.

Technical: Daily Light Integral (DLI) is the total photosynthetically active radiation received by a plant over a 24-hour period, expressed in moles of photons per square meter per day (mol/m²/d). DLI is calculated by integrating PPFD (photosynthetic photon flux density) across the photoperiod. Typical crop requirements: leafy greens 12-17 mol/m²/d, tomatoes and cucumbers 22-30 mol/m²/d, cannabis 35-55 mol/m²/d. DLI accounts for both intensity and duration of light, making it more useful than instantaneous measurements for planning supplemental lighting and evaluating whether plants are receiving adequate light overall.

Related: PPFD, PAR, Photoperiod, Supplemental lighting

Plain language: The same thing as hysteresis — the gap between turn-on and turn-off thresholds in a control system. See Hysteresis for details.

Technical: Deadband is the range of values within which a control system takes no corrective action, typically implemented as the gap between upper and lower thresholds around a setpoint. Functionally equivalent to hysteresis in most agricultural control contexts. See the Hysteresis entry for fuller treatment.

Related: Hysteresis, Setpoint, Threshold control

Plain language: The fraction of time a device is actively running compared to total time. A fan that runs 5 minutes out of every 15 has a 33% duty cycle. Used in power budgeting for battery-operated sensors (they are usually asleep and only wake up briefly) and in control systems that cycle equipment on and off.

Technical: Duty cycle is the ratio of active (on) time to total period time, expressed as a percentage or decimal. Duty cycle calculations determine average power consumption for cyclically-operating devices: a 1A peak load at 10% duty cycle consumes 0.1A average. Battery-powered sensors often have very low duty cycles — transmitting for 50 milliseconds once per minute is a 0.08% duty cycle, making multi-year battery life on small batteries possible. In control systems, duty cycle can be a control output (pulse-width modulation, PWM), where the controller varies duty cycle to achieve proportional control effect with on/off equipment.

Related: PWM, Average current, Battery life, Sleep mode

Plain language: A computer model of a real-world system — like a greenhouse or a farm — kept continuously updated with data from that system's sensors. The digital twin lets you simulate changes, run 'what if' scenarios, and test automation logic without risking the real operation. Still more common in industrial and research settings than in small agriculture, but the concept is spreading.

Technical: A digital twin is a dynamic computer model of a physical system synchronized with real-time operational data through sensors and data feeds. In agriculture, a digital twin of a greenhouse might include thermal dynamics, airflow, plant physiology, and control systems — continuously updated with actual sensor readings. The twin enables simulation (what happens if the setpoint is changed), optimization (what strategy minimizes energy while maintaining quality), training (simulate rare events for practice), and predictive maintenance (identify developing equipment problems from patterns invisible in raw data). Digital twin complexity ranges from simple state mirrors (dashboard reflecting current conditions) to full physics-based models requiring significant computational resources. Adoption in agriculture is growing but still primarily in research and large commercial operations.

Related: Simulation, Modeling, Predictive maintenance, IoT

Plain language: How well a water or soil solution conducts electricity, which tells you roughly how much salt (including fertilizer) is dissolved in it. In hydroponic systems, EC is how growers monitor nutrient strength. In field soil, EC indicates salinity or fertilizer levels. Too low and plants are underfed; too high and plants are stressed by salt.

Technical: Electrical Conductivity (EC) is the measure of a solution's ability to conduct electric current, expressed in millisiemens per centimeter (mS/cm) or microsiemens per centimeter (μS/cm). EC correlates with dissolved ion concentration — primarily salts and fertilizer nutrients in agricultural contexts. In hydroponics and soilless substrates, EC is a primary fertigation monitoring parameter: typical nutrient solution EC ranges from 1.0 to 3.0 mS/cm depending on crop and growth stage. In soil, EC reflects salinity and total soluble salts. EC measurement depends on temperature (standard readings reference 25°C) and on moisture content in partially-saturated media. Quality EC probes combine temperature measurement for compensation.

Related: pH, TDS, Fertigation, Salinity

Plain language: A deliberate gap between when a controller turns something on and when it turns it off. Without hysteresis, a fan controller set to 80°F would turn on at exactly 80 and off at exactly 80, cycling rapidly whenever the temperature hovers near the setpoint. With a hysteresis band of 2 degrees, the fan turns on at 80 and stays on until temperature drops to 78, preventing rapid cycling.

Technical: Hysteresis (also called deadband) is the difference between the turn-on threshold and the turn-off threshold in a control system. Hysteresis prevents rapid cycling (chattering) that would occur when the measured value oscillates near a single setpoint. Common hysteresis values: fan control 2-4°F, heater control 2-5°F, humidity control 3-10%. Too narrow hysteresis causes chattering; too wide hysteresis allows larger deviations from target before the controller responds. Hysteresis is a first-order control parameter — getting it wrong produces visibly poor control behavior regardless of other tuning.

Related: Deadband, Setpoint, Threshold control, PID

Plain language: A low-power, long-distance wireless technology designed for sending small amounts of data from remote sensors. LoRa radios can reach 2-10 kilometers in rural areas, and the devices sip tiny amounts of battery power. Ideal for scattered field sensors where WiFi cannot reach and running wires is impractical.

Technical: LoRa (Long Range) is a proprietary spread-spectrum radio modulation technique operating in unlicensed sub-GHz ISM bands (typically 868 MHz in Europe, 915 MHz in North America, 433 MHz in Asia). LoRa enables low-data-rate (< 50 kbps), low-power, long-range (up to 15 km in rural line-of-sight, 2-5 km in typical rural environments, under 1 km in dense urban environments) communication. LoRaWAN is the network protocol built on LoRa, defining how devices authenticate, how gateways forward traffic to network servers, and how applications receive data. LoRa devices operate on small batteries for years when transmitting intermittently. Private LoRaWAN networks can be deployed by any grower with a gateway; public networks (The Things Network) offer coverage in populated areas.

Related: LoRaWAN, Sub-GHz radio, Field sensors, The Things Network

Plain language: The technology behind ChatGPT, Claude, Gemini, and similar AI assistants. An LLM is trained on enormous amounts of text and learns to produce text that fits learned patterns. This enables question-answering, writing, translation, conversation, and reasoning about problems. See Understanding AI for fuller treatment.

Technical: A Large Language Model (LLM) is a neural network, typically based on the transformer architecture, trained on large text corpora to predict next tokens given preceding context. Modern frontier LLMs (GPT-4 class models from OpenAI, Claude from Anthropic, Gemini from Google) contain hundreds of billions to trillions of parameters and are trained on trillions of tokens. Capabilities emerge from scale: question-answering, summarization, translation, code generation, reasoning. Key limitations: confidently-wrong outputs (hallucinations), training cutoffs (no knowledge of post-training events), context window limits (maximum text processed per interaction), and difficulty with precise numerical reasoning. Open-source LLMs (Llama, Mistral, Qwen, DeepSeek) can be run locally on adequate hardware, providing privacy and offline capability.

Related: ChatGPT, Claude, Transformer, Hallucination, Context window

Plain language: A lightweight messaging protocol designed for low-power sensors to send data to a central collector. Sensors publish messages to specific topics (like 'greenhouse/zone1/temperature'); a broker delivers the messages to anything that has subscribed. MQTT is widely used in IoT because it works reliably over unreliable networks.

Technical: MQTT is a publish-subscribe messaging protocol designed for resource-constrained devices and unreliable network conditions. Clients connect to a broker (the central message router) and either publish messages to topics or subscribe to topics to receive messages. MQTT supports three quality-of-service (QoS) levels: at most once, at least once, exactly once. The protocol is extremely lightweight — typical messages are under 100 bytes of overhead, making it suitable for battery-powered devices and cellular connections. MQTT is widely supported in Home Assistant, in industrial automation platforms, and in custom IoT deployments. Common brokers include Mosquitto (open-source, widely deployed), EMQX, and cloud MQTT services from AWS, Azure, and others.

Related: Pub/sub, IoT protocol, Broker, QoS

Plain language: An emerging standard for connecting AI tools to external data sources and systems. Before MCP, every AI integration had to be custom-built. With MCP, any compatible AI agent can work with any compatible data source or tool. Important for the future of AI agents in agriculture because it reduces vendor lock-in.

Technical: Model Context Protocol (MCP) is an open standard introduced by Anthropic in 2024 for standardizing how AI applications connect to external tools, data sources, and services. MCP defines a client-server protocol where AI applications (MCP clients) discover and use capabilities exposed by MCP servers. This enables AI agents to work with any MCP-compatible system without custom integration code. Agricultural implications: as Home Assistant, sensor platforms, and data systems expose MCP interfaces, AI agents can interact with those systems without locked-in integrations. MCP is rapidly gaining adoption across the AI industry; specific implementations and capabilities continue to evolve.

Related: AI agent, API, Integration, Claude

Plain language: A type of gas sensor, most commonly used for CO2, that works by shining infrared light through a sample of air and measuring how much is absorbed at specific wavelengths. CO2 absorbs infrared light at a specific wavelength; the amount absorbed indicates concentration. NDIR is the standard technology for accurate CO2 measurement in agriculture.

Technical: Non-Dispersive Infrared (NDIR) sensors measure gas concentration using the principle of specific infrared wavelength absorption. A light source emits infrared light through a sample chamber; the gas being measured absorbs specific wavelengths while others pass through. A detector measures the remaining light intensity; the difference indicates gas concentration. For CO2 specifically, NDIR sensors use the 4.26 μm absorption band. Quality NDIR CO2 sensors achieve ±50 ppm accuracy or better; cheaper sensors may drift ±200 ppm or more. Dual-beam NDIR sensors include a reference beam for compensation, improving accuracy and drift characteristics. Auto-calibration against assumed atmospheric CO2 (400-420 ppm) is used in some consumer sensors; true factory calibration is preferred for production use.

Related: CO2 sensor, Gas sensor, Infrared absorption, Drift

Plain language: The specific part of light that plants use for photosynthesis — wavelengths between 400 and 700 nanometers, roughly what humans see as blue through red. PAR is the only light measurement that actually matters for plant growth. Consumer light meters measure what humans see, not what plants use, so they do not give useful readings for horticulture.

Technical: Photosynthetically Active Radiation (PAR) is the portion of the electromagnetic spectrum from 400 to 700 nanometers that plants use for photosynthesis. PAR is measured with specialized sensors (quantum sensors) calibrated to respond uniformly across this range. Common measurement units include PPFD (instantaneous photon flux density) and DLI (integrated over a day). PAR excludes ultraviolet radiation (below 400 nm) and infrared radiation (above 700 nm), which plants do not use for photosynthesis regardless of intensity. Quality PAR sensors cost a moderate amount; laboratory-grade versions more. Consumer lux meters measure light weighted to human visual perception and do not translate reliably to PAR.

Related: PPFD, DLI, Quantum sensor, Lux

Plain language: How many useful photons hit a surface right now, per square meter, per second. PPFD measures the intensity of photosynthetically active light at a specific moment at a specific location. It is the instantaneous measurement that gets integrated over the day to calculate DLI.

Technical: Photosynthetic Photon Flux Density (PPFD) is the number of photons in the 400-700 nm (PAR) range that arrive at a unit surface area per unit time, measured in micromoles per square meter per second (μmol/m²/s). PPFD is the standard instantaneous measurement of photosynthetically useful light intensity. Plants respond to PPFD with photosynthetic rates that increase with intensity up to a species-specific saturation point. Common PPFD reference points: bright cloudy day outside 400-800 μmol/m²/s, full summer sun 2000\+ μmol/m²/s, typical LED grow light at plant canopy 300-800 μmol/m²/s depending on fixture and distance. PPFD integrated over a full photoperiod yields DLI.

Related: PAR, DLI, Quantum sensor, Canopy light

Plain language: How acidic or basic a water or soil solution is, on a scale of 0 to 14. Lower than 7 is acidic (like lemon juice), higher than 7 is alkaline (like baking soda), 7 is neutral. Most plants prefer slightly acidic conditions. pH affects which nutrients plants can actually absorb, regardless of how much is present.

Technical: pH is the negative logarithm of hydrogen ion concentration in a solution, measured on a scale of 0 to 14. Each unit represents a tenfold change in ion concentration — pH 5 is ten times more acidic than pH 6. Agricultural target ranges: most crops in soil 6.0-7.0, hydroponic solutions 5.5-6.5, substrate growing 5.8-6.3. pH below target reduces availability of macronutrients (nitrogen, phosphorus, potassium); pH above target reduces availability of micronutrients (iron, manganese, zinc). pH is measured with glass-electrode probes requiring regular calibration (weekly for continuous immersion, before each use for handheld meters). Probe life 1-3 years for continuous use.

Related: EC, Nutrient availability, Fertigation, Buffering capacity

Plain language: A type of control logic that produces smoother adjustments than simple on-off threshold control. Instead of turning something on full-blast when a value is off target, a PID controller calculates how much correction to apply based on how far off target you are (Proportional), how long you have been off target (Integral), and how fast the value is changing (Derivative). Commercial thermostats and climate controllers typically use PID; simple DIY controllers often use threshold with hysteresis.

Technical: PID control is a feedback control algorithm that calculates corrective output from three components: Proportional (response scaled to current error), Integral (response scaled to accumulated error over time), and Derivative (response scaled to rate of change of error). Each component has a gain parameter (Kp, Ki, Kd) that must be tuned for the specific system. Properly tuned PID control produces smoother, more stable behavior than on-off threshold control. Tuning PID requires either experience, systematic methods (Ziegler-Nichols), or adaptive/autotuning capabilities. For most small-to-mid scale agricultural applications, well-designed threshold control with hysteresis is simpler and often adequate; PID is justified when the control quality genuinely matters and the investment in tuning is worth it.

Related: Threshold control, Hysteresis, Setpoint, Control loop

Plain language: A way to deliver electrical power and network data over the same Ethernet cable, so a device like a camera or a sensor hub only needs one cable instead of two. The power injector or POE switch puts voltage on unused wires in the cable; the device at the other end draws power from them while communicating normally.

Technical: Power over Ethernet (POE) is a technology specified in IEEE 802.3af, 802.3at, and 802.3bt standards that delivers DC electrical power alongside data over standard Ethernet cables (Cat5e or better). Power levels: POE (802.3af) 15.4W, POE\+ (802.3at) 30W, POE\+\+ (802.3bt) up to 90W. POE devices receive power from a POE switch or POE injector; receiving devices are either PoE-native or use a PoE splitter to provide conventional power and data outputs. POE is widely used for IP cameras, VoIP phones, wireless access points, and increasingly for IoT devices. Cable distance limits follow standard Ethernet (100 meters) but available power at the receiving end decreases with cable length due to voltage drop.

Related: Ethernet, IP camera, POE injector, PoE splitter

Plain language: A precision temperature sensor that works similarly to a thermistor but uses platinum wire instead of semiconductor material. RTDs are more accurate and more stable over long time periods than thermistors, but cost more. Used in industrial applications where precise long-term temperature measurement matters.

Technical: A Resistance Temperature Detector (RTD) is a temperature sensor using a metal (typically platinum) whose electrical resistance varies linearly and predictably with temperature. The most common type is Pt100 — a platinum element with 100 ohms resistance at 0°C, following the standardized IEC 60751 curve. RTDs offer excellent accuracy (±0.1°C or better with quality sensors), high stability over time (less than 0.05°C drift per year), wide operating range (-200°C to \+850°C), and interchangeability between sensors. RTDs require a constant-current excitation circuit and accurate resistance measurement; they are connected in 2-wire, 3-wire, or 4-wire configurations with 4-wire providing the best accuracy. Pt100 and Pt1000 are common in industrial agricultural applications.

Related: Thermistor, Temperature sensor, Pt100, Platinum

Plain language: An electrically controlled valve that opens or closes a water or fluid line. Energize the solenoid coil with electricity and the valve opens (or closes, depending on type). Remove power and it returns to its resting state. Standard for automated irrigation, fertigation mixing, and any situation where a controller needs to turn flow on and off.

Technical: A solenoid valve uses an electromagnetic coil (solenoid) to actuate a valve mechanism. When electrical current energizes the coil, the resulting magnetic field moves a plunger that opens or closes the valve. Normally-closed valves require power to open (default closed when de-energized); normally-open valves require power to close. For irrigation and most agricultural applications, normally-closed valves are preferred because loss of power defaults to safe (no uncontrolled flow). Voltage ratings: 24VAC is common in traditional irrigation; 12VDC, 24VDC, and latching solenoids are increasingly available for battery-powered and remote deployments. Pressure ratings, flow capacity, and port sizes vary by model; match valve specifications to the application.

Related: Irrigation valve, Normally closed, 24VAC, Latching valve

Plain language: A simple electronic component whose electrical resistance changes with temperature. Inexpensive temperature sensors use thermistors — measure the resistance, look up the corresponding temperature. Good accuracy for moderate temperature ranges, cheap enough to include in many sensor products.

Technical: A thermistor is a temperature-sensitive resistor whose resistance varies significantly and predictably with temperature. Most agricultural thermistors are NTC (Negative Temperature Coefficient) types — resistance decreases as temperature increases. Thermistors produce accurate readings (typically ±0.5°C or better) over moderate temperature ranges. Linearization using lookup tables or characterization equations (Steinhart-Hart equation) is required because the resistance-temperature relationship is nonlinear. Modern digital temperature sensor chips often use thermistors internally with integrated signal conditioning, producing direct temperature readings without the host device needing to handle linearization.

Related: RTD, Temperature sensor, NTC, Steinhart-Hart equation

Plain language: A mechanical rain gauge design where a small bucket fills with a measured amount of water, tips over, and triggers a sensor. Each tip represents a fixed amount of rainfall (typically 0.01 inch or 0.2 mm). The sensor counts tips to track total rainfall. Cheap, simple, and accurate for moderate rain — can miss very fast downpours where water splashes out before the bucket tips.

Technical: A tipping bucket rain gauge uses a balanced bucket mechanism that rotates when a specific volume of water accumulates. Each tip sends an electrical pulse (typically through a reed switch) representing a calibrated increment of rainfall. Standard calibrations: 0.01 inch (0.254 mm) in the US, 0.2 mm metric. Tipping bucket gauges are widely used in weather stations and agricultural monitoring due to their simplicity and moderate accuracy. Limitations: high-intensity rainfall can overfill the bucket before it tips, undercounting; debris and freezing affect operation; mechanical wear eventually requires recalibration or replacement. Pulse-counting rain sensors integrate well with Home Assistant and other monitoring platforms.

Related: Rain gauge, Weather station, Reed switch, Pulse counter

Plain language: How much more moisture the air could hold before it becomes saturated — the difference between the moisture the air currently has and the maximum moisture it could hold at the current temperature. VPD is what plants actually respond to. When VPD is low, the air is close to saturated and plants have trouble transpiring. When VPD is high, the air demand is strong and plants can lose water faster than they replace it.

Technical: Vapor Pressure Deficit (VPD) is the difference between the current water vapor pressure in the air and the saturation water vapor pressure at the current temperature, measured in kilopascals (kPa). VPD integrates temperature and humidity into a single value that reflects the evaporative demand the air places on plants. Optimal VPD depends on crop and growth stage but typically falls between 0.8 and 1.2 kPa for most crops. VPD below 0.4 kPa often correlates with disease pressure (powdery mildew, botrytis) because conditions favor fungal growth. VPD above 1.6 kPa often stresses plants that cannot transpire fast enough to keep up with demand.

Related: Relative humidity, Dew point, Transpiration, Saturation vapor pressure

Plain language: The percentage of a given volume of soil or growing media that is water. A substrate with 20 percent VWC has 20 milliliters of water in every 100 cubic centimeters. This is what most soil moisture sensors measure and how growers track irrigation.

Technical: Volumetric Water Content (VWC) is the ratio of the volume of water to the total volume of a soil or substrate sample, typically expressed as a percentage or decimal. Modern VWC sensors use capacitive or time-domain reflectometry (TDR) principles, measuring the dielectric properties of the soil-water matrix. Sensor accuracy varies by substrate type — most sensors are calibrated for specific soils and may read differently in peat-based potting mixes, coco coir, or mineral soils. Quality probes (Meter Group Teros series, Campbell Scientific CS650) give research-grade VWC plus temperature and EC; consumer capacitive probes give useful trends at lower accuracy. VWC at field capacity varies by soil: sandy soils 5-10%, silt loams 20-30%, clay soils 30-45%.

Related: Field capacity, Water potential, Capacitive soil probe, TDR sensor

Plain language: A unit of energy — how much power is used over time. A 100-watt device running for 1 hour uses 100 watt-hours. A kilowatt-hour (kWh) is 1000 watt-hours — the unit on your electric bill. Used in sizing batteries, solar systems, and calculating energy costs for agricultural equipment.

Technical: A watt-hour (Wh) is a unit of energy equal to one watt of power sustained for one hour (3,600 joules). Common multiples: kilowatt-hour (kWh) = 1,000 Wh, megawatt-hour (MWh) = 1,000,000 Wh. Battery capacity is often specified in amp-hours (Ah) at a specific voltage; convert to Wh by multiplying: a 100Ah 12V battery stores 1,200 Wh. Solar panels are rated in watts of peak power; daily energy production depends on location and season but typically yields 4-6 Wh per peak watt per day in favorable conditions. Energy calculations drive system sizing — a sensor hub consuming 5W runs 24 hours on 120 Wh, requiring a battery with that capacity plus margin for temperature, age, and reserve.

Related: Kilowatt-hour, Amp-hour, Battery capacity, Solar power

Plain language: A wireless technology for home automation devices, similar in concept to Z-Wave. Zigbee devices form a mesh network where each device can relay messages for others, extending range beyond what any single device could reach. Common for lights, switches, sensors, and locks in home and some agricultural deployments.

Technical: Zigbee is a wireless mesh networking protocol based on IEEE 802.15.4, operating primarily in the 2.4 GHz band (also 915 MHz in North America, 868 MHz in Europe). Zigbee devices self-organize into a mesh where each mains-powered device (routers) can relay messages for others, extending effective range and reliability. Battery-powered devices (end devices) do not relay but connect to the mesh through nearby routers. A Zigbee coordinator (typically a USB dongle in Home Assistant deployments) manages the network. Zigbee supports thousands of device types through its application profiles; Home Assistant supports Zigbee through Zigbee2MQTT or ZHA integrations, both open-source.

Related: Z-Wave, Mesh network, Home Assistant, 2.4 GHz