A recent study highlights a groundbreaking approach to monitoring the Qaraaoun Reservoir in Lebanon, the country's largest water body. By utilizing open-source satellite imagery and machine learning, researchers have developed a sensor-free method to accurately estimate the reservoir's surface area, addressing challenges posed by sensor malfunctions and maintenance issues. This innovation is crucial for sustainable water management in the Bekaa Plain, ensuring that Lebanon can better manage its vital water resources.