As a manufacturer of weather stations, we deal with a wide range of industries, yet our opening question to a potential client is often: "What kind of project are you working on?"
This is because the choice of instruments depends entirely on how you intend to use the data. There is almost no overlap between the sensors required for a photovoltaic (PV) power plant and those needed for an agricultural greenhouse.
Let's break this down by looking at a few typical scenarios and highlighting some common pitfalls in the procurement process.
Weather Monitoring for PV Power Plants
The logic behind weather monitoring for PV projects differs from other scenarios. It isn't concerned with whether the weather is "good" or "bad" in a general sense; instead, it focuses on two key factors: the amount of solar radiation received by the modules and the temperature at which they operate.
Radiation Data Drives the Project
The global solar radiation sensor is the absolute core component. Without this data, it is virtually impossible to estimate power generation or evaluate the plant's performance.
Complementing this is the module back-sheet temperature sensor-note that this measures the temperature of the module itself, not the ambient air temperature. There can be a difference of over ten degrees Celsius between ambient temperature and the module's actual operating temperature; high temperatures cause a significant drop in efficiency, so this data is used to adjust power generation estimates.

Wind speed and direction sensors serve as tools for safety warnings and heat dissipation analysis, as strong winds can damage mounting structures. Dust sensors help determine when module cleaning is required; dust accumulation has a much greater impact on power generation than many people realize.
Common Pitfalls in PV Plant Procurement
PV projects demand high precision and long-term stability from radiation sensors. When requesting quotes, it is advisable to ask suppliers directly for calibration certificates and long-term drift data, rather than relying solely on the parameter ranges listed in the quote. Some low-cost solutions may show impressive specifications in laboratory tests but begin to drift after just six months of outdoor operation, rendering the subsequent data unusable.
Weather Monitoring for Agricultural Greenhouses
The approach for agricultural settings is completely different from that of PV plants. Crop growth depends on the microclimate inside the greenhouse rather than the general atmospheric environment, so the sensor configuration has its own unique characteristics.
Agriculture Requires Monitoring Both Air and Soil
Temperature and humidity sensors are essential; excessive humidity inside the greenhouse can trigger diseases, while temperature directly determines the rate of crop growth. However, the CO₂ sensor is what truly reflects the unique nature of agricultural settings; in the enclosed environment of a greenhouse, photosynthesis consumes vast amounts of CO₂ during the day, potentially causing concentrations to drop below ambient levels and directly impacting crop yields. This parameter is simply not found in standard weather stations.

Soil temperature and humidity sensors are also specific to agriculture. Air humidity and soil humidity are distinct metrics; irrigation decisions rely on soil data, not air data. Additionally, light sensors are needed to determine if supplemental lighting is required, and low-precision wind speed sensors are used to control greenhouse ventilation.
Common pitfalls in agricultural project procurement
Agricultural projects often involve widely dispersed installation sites and limited maintenance personnel. When selecting equipment, prioritize protection ratings and maintenance-free intervals; do not sacrifice long-term viability for short-term savings on procurement costs, only to be overwhelmed by maintenance expenses later. Therefore, for agricultural projects, I recommend using weather stations capable of data uploading-such as the "Greenhouse Treasure." This model monitors six parameters-temperature, humidity, light intensity, CO₂ concentration, soil temperature, and soil humidity-and uploads the data to a mini-program, thereby reducing labor costs and enabling better greenhouse management.

Weather monitoring for highways
The logic behind road monitoring differs significantly. The focus is not on the weather itself, but on whether the weather conditions compromise driving safety.
Visibility and road surface conditions
Two critical sensors in this scenario are rarely found elsewhere: visibility sensors and road surface condition sensors. Patchy, dense fog is a primary cause of major highway accidents, and visibility data is used directly for early warnings and speed limit decisions. Road surface condition sensors detect ice, standing water, or snow accumulation-measurements standard weather stations cannot provide, as road surfaces can freeze even when the air temperature is above freezing.
Wind speed and direction sensors are particularly vital on bridges and elevated sections, where crosswinds pose a significant threat to driving safety. Temperature and humidity data help assess the risk of icing, while rainfall data is used to evaluate the likelihood of standing water on the road.

Common pitfalls in road weather system procurement
Road projects typically require equipment that can integrate with existing traffic monitoring platforms. When requesting a quote, be sure to verify communication protocol compatibility; otherwise, you may face additional costs for secondary development-a hidden expense that is frequently overlooked.
Urban Environmental and Meteorological Monitoring
The focus of urban environmental monitoring differs significantly from the scenarios mentioned earlier. The key questions to answer are: where do pollutants originate, and where do they travel?
Wind Speed and Direction Are Crucial for Urban Meteorological Monitoring
Wind speed and direction sensors play a much more critical role here than in agricultural settings. Without wind direction data, it is impossible to pinpoint pollution sources. Barometric pressure sensors are equally vital, as temperature inversions-which inhibit pollutant dispersion-are identified based on pressure data. PM2.5 and PM10 sensors are core components, and some projects also incorporate noise sensors.
Temperature and humidity serve as fundamental background data here, aiding in the analysis of pollutant transformation and dispersion conditions.

Common Pitfalls When Purchasing Urban Monitoring Equipment
Urban monitoring projects often involve government tenders or environmental compliance inspections, which entail strict requirements for data traceability and platform integration capabilities. When selecting equipment, confirm that the supplier provides comprehensive data interface documentation; you do not want to discover integration issues only when the project is up for acceptance.
Overview of Configuration Differences Across Scenarios
| Scenario | Core Sensors | Sensors Rarely Used in Other Scenarios |
| Photovoltaic (PV) Plant | Global solar radiation, module backsheet temperature | Radiation sensors |
| Agricultural Greenhouse | Temperature & humidity, CO₂, soil temperature & moisture | CO₂ and soil sensors |
| Expressway | Visibility, road surface conditions | Road surface sensors |
| Urban Environment | Wind speed & direction, air pressure, PM2.5 | Particulate matter sensors |
FAQs
Which is more cost-effective: an all-in-one unit or separate sensors?
It depends. If you need multiple parameters at a single location, an all-in-one unit is certainly more convenient, simplifying installation, wiring, and maintenance. If you only need one or two parameters, or if the parameters require different placement locations, using separate sensors offers greater flexibility.
Why do sensors vary so much across different scenarios?
Because different industries prioritize different factors. Solar energy applications focus on solar radiation; agriculture prioritizes soil conditions and CO₂ levels; road systems require data on visibility and pavement conditions; and urban monitoring centers track pollutant dispersion. Differences in sensor configurations essentially reflect the varying needs of these different sectors.
What should you look for beyond technical specifications when making a purchase?
Focus on three key aspects: whether the protection rating is suitable for the installation environment, whether the communication protocols are compatible with existing platforms, and whether the supplier offers long-term calibration and maintenance support. These three factors are more likely to cause issues during actual operation than the technical specifications themselves.
