Measuring points scattered over a large area
Battery-powered and long-range sensors
Agricultural and environmental monitoring
Soil, climate, water and energy data from remote locations, with decision-supporting alerts.
Typical starting points01 02 03
We fix the operational question before the technology.
Uncertain radio coverage and power supply
Local buffering and secure data transfer
Late detection of environmental deviation
Threshold, trend and task-based alarm
What and where is it worth measuring?
Field measurement even where there is no stable network
In agricultural and environmental monitoring, the measuring points operate in a large area, in a changing radio environment and often without mains power. The selection of the sensor is only one of the tasks: power supply, data buffer, installation height, maintenance and territorial representativeness together determine the value of the data.
- soil moisture and soil temperature at several depths
- air temperature, humidity, precipitation and leaf wetness
- irrigation water volume, tank level and pump energy
- gate opening, device status, battery voltage and radio signal strength
- plot, culture, operation and weather context
Illustrative numerical example
In an area of 60 hectares, three soil moisture points are few or many not because there is a general number, but because the soil type, topography and irrigation zone determine the representativeness. In an illustrative pilot, we first select three different zones, buffer a 15-minute raw sample locally, and create an hourly aggregate for the decision view.
The example is not an offer, a promise of savings or a general compliance requirement; the final technical solution is determined by the on-site and process survey.
Decision, audit and operational context
The measurement frequency is a compromise between event detection, battery life, radio traffic and the required decision speed. The omitted data should not be treated as a zero value. The system must separately indicate sensor failure, communication loss and true environmental deviation.
How does that make an acceptable pilot?
The installation is preceded by a radio and energy supply survey, and then the sensors are installed at a documented location and depth. We record point by point the method of comparative inspection, local sampling, transmission cycle and expected maintenance. The pilot must also manage a communication failure: the locally stored data must arrive in order, without duplication, after the connection is restored. Acceptance isn't just about the graph. A specific decision of the farmer or operator — for example, the start of irrigation or an on-site inspection — must be linked to the measurement situation and the later checked result.
What does the pilot deliver?
- sensor placement map
- radio and power list
- verified data replacement after failure
- field decision tied to measurement
- maintenance and scaling plan
What is included in the first step?
In the first phase, the following two areas will be monitored: soil moisture and soil temperature at several depths and air temperature, humidity, precipitation and leaf moisture. The goal is not to connect all sites, devices and historical data at the same time. First, we verify that a reliable decision and a work process that can be closed are made from the selected data. In order to finalize the scope, two questions are particularly important: Which zones really represent the variations of the area? Who checks the field device and at what intervals? The answers determine the device count, integration task, local data storage, roles, and acceptance test.
First 90 days1–15. sun 16–45. sun 46–75. sun 76–90. sun
Measurable pilot, evidence-based next step.
Site assessment
Locations, data sources, responsible persons and success criteria.
Connection
Controlled connection of designated measurement points and systems.
Process
Dashboard, alert and at least one actionable workflow.
Evaluation
Result, list of deficiencies and quantifiable expansion proposal.
What do you get at the end of the pilot?
- Documented data source and connection map
- Working limited pilot environment
- Coordinated alert and liability process
- Measurement result and decision summary
- The basis for the technical and budget of the next phase
The first step is not a complete system introduction.
During a short technical consultation, we select the measurement or operating point at which the value of the pilot can be checked.
Pilot consultation