Weather monitoring, hazard alerts, and agrometeorology for disaster reduction and industry use
Weather services sit under farming, transport, emergency response, and energy dispatch. Meteorological disasters in China cause more than 300 billion yuan in losses a year, and heavy rain, drought, and typhoons keep returning. Official stations are spaced about 30 kilometers apart on average, so the map is coarse, industry-specific needs are hard to meet, and warnings arrive late. This solution uses IoT sensors and compact, lower-cost stations to measure temperature, humidity, precipitation, wind speed, wind direction, pressure, and radiation at a finer scale, then uses big data and artificial intelligence for hazard alerts and sector services.
The same design serves agriculture, transport, cities, and energy. The agriculture module advises on soil moisture, evapotranspiration, a suitable sowing window, and frost, drought, or heavy-rain warnings. Hazard alerts cover short-range warnings for heavy rain, strong wind, hail, lightning, and heat, pushed to the people who need them. Governments and companies take the data through an API or an operations screen. Official stations and industry stations can be read together, so the observation network is denser and the service is finer.
Stations should follow the Specification for Surface Meteorological Observation. Temperature, humidity, and pressure sensors need to meet operational accuracy. Data moves over Modbus, SDI-12, and similar protocols. Agriculture: a farm of 1,000 mu or more typically takes one or two stations, linked to irrigation and crop-protection systems. One mu is about 667 square meters. Roads: one station every 10–20 kilometers on a motorway, with alerts for patchy fog and icy pavement. Cities: compact stations in business parks and neighborhoods watch the heat island and waterlogging risk. Energy: solar and wind sites measure radiation and wind speed to support power forecasts.
From the station reading to the service that uses it
Six- or seven-element automatic stations record temperature, humidity, precipitation, wind speed, wind direction, pressure, and radiation. Extra sensors can add soil moisture, evaporation, and sunshine. Readings upload over 4G or NB-IoT as they are taken.
Station data and the meteorological service's forecast support short-range warnings for heavy rain, strong wind, hail, frost, heat, and lightning. SMS, the app, and operations screens carry the alert to a chosen region or industry.
Growth stage, soil moisture, and the weather inform a sowing window, an irrigation suggestion, the weather conditions that favor pests and disease, and how to prepare for a hazard. The same feed can join a smart-agriculture or smart-irrigation platform.
A weather API is open to other systems. History, trends, and heat maps are available on the platform. Government and company systems can take the feed into their own decisions.
Weather services for fields, orchards, and protected agriculture
Monitoring for motorways, airports, and ports
Heat islands, waterlogging, and air quality
Solar and wind power forecasts, and load dispatch
Sensing and backhaul: Stations speak Modbus, SDI-12, and similar protocols. Data returns over 4G, NB-IoT, or LoRa. Device management, storage, and the rules engine sit on the IoT platform.
Combined data: Radar, satellite, and numerical forecasts from the meteorological service can be read with the station data so alerts are sharper. The same feed can be shared with smart-agriculture, emergency, and transport platforms.
Finer observation, sharper alerts, and a feed other operations can use