This paper explores the realm of enhanced hydrological monitoring, emphasizing the pivotal role of image-based techniques in deciphering water-related processes amid our rapidly changing world. The paper delves into the challenges and opportunities associated with image-based hydrological monitoring, stressing the critical need for innovative approaches to overcome current limitations. It showcases how this monitoring method significantly improves data collection, enhances analysis accuracy, and supports informed decision-making in a timely manner.
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