4. Conclusions
Solar radiation energy in low-cost and low-power autonomous sensor nodes can be estimated from the PV solar energy harvester in the node. Since parts of the solar energy harvester and the MCU of the sensor node are also used to implement the sensor, only an extra-lowpower MOSFET and a resistor are needed. By taking advantage of the inherent operation of FOCV PFM MPPT, Voc sampling and the duration of the charge and discharge states are used to estimate solar irradiance with temperature drift compensation. A prototype, implemented to assess its performance both as energy harvester and solar radiation sensor, has achieved a power efficiency comparable to commercial lowpower solar energy harvesters IC, such as BQ25504 and ADP5090, and daily solar insolation deviation is below ± 3.6%. This error is similar to that of commercial photodiode-based pyranometers which exhibit similar spectral response uncertainty but, in contrast to the proposed sensor, include optical diffusers to avoid light reflection and absorption. This error, however, has limited effect on the assessment of infection risk of fungus diseases and to estimate evapotranspiration estimation.