Modern IoT water quality monitoring systems use multi-parameter sensors to detect in real time indicators such as pH, turbidity, residual chlorine concentration, dissolved oxygen, and heavy metal content, and upload data via low-power wide-area network protocols such as LoRaWAN and NB-IoT.