Dr. Kangling Lin is an Associate Research Fellow at Fuzhou University. He received his Ph.D. in Hydrology and Water Resources from Wuhan University in 2024. His research focuses on intelligent environmental forecasting models, integrating advanced techniques such as ensemble learning, deep neural networks, and intelligent recommendation systems to develop innovative prediction solutions. Dr. Lin has led one sub-project under a major science and technology program of the Ministry of Water Resources and one provincial-level water science project in Fujian. He has also participated in two National Key R&D Program projects and additional provincial research initiatives. His academic contributions include the development of multiple intelligent forecasting frameworks for environmental systems, with 12 peer-reviewed journal publications and 2 authorized patents. He is a recipient of the Fujian Water Conservancy Science and Technology Award in recognition of his research achievements. Dr. Lin is actively engaged in the academic community and continues to contribute to advancing data-driven approaches in hydrology and environmental sciences.