海洋生物多樣性的時空變化資訊是規劃海洋生態保育的關鍵，但水下生態調查受到許多限制，長期、系統性的海洋生態監測一直相當困難。我所主持的海洋生態聲學與資訊實驗室，致力於研發數位化生態感測技術，並探討生物多樣性在各種環境、人為干擾下的變化趨勢。目前主要研發的技術，包含自動化分離水下的各種動物聲音、環境聲音與人為噪音，以長時間水下錄音觀測海洋生態系的動態變化。我們也主導「海洋生物多樣性聆聽計畫」，透過國際合作建立涵蓋潮間帶、河口、珊瑚礁、海草床、大陸棚、深海熱泉等生態系的水下聲景監測網路，將聲音轉換為棲地品質、生物多樣性、人為干擾的生態指標，以協助主管機關、權益關係人透過大量資訊了解生態變化並規劃保育管理措施。

研究領域:

生態聲學、海洋生態學、群聚生態學、生態資訊

研究方向:

1. 運用遙測平台（如水下聲學）協助監測海洋生物多樣性
2. 水下聲景、海洋生態系與人為活動之間的交互作用
3. 人為活動所造成的區域性、全球性環境變遷對生物多樣性之衝擊

期刊論文

1. Wang, M.-C., Wang, C., Furukawa, F., Lin, C.-C., Lin, T.-H.*, Tseng, Y.-C.*, 2025, “Non-negative matrix factorization reveals seasonal and sex-specific metabolic tactics in tropical tilapia”, COMPARATIVE BIOCHEMISTRY AND PHYSIOLOGY D-GENOMICS & PROTEOMICS, 55, 101448. (SCIE) (IF: 3; SCI ranking: 63.5%,51.2%)
2. Darras, K. F. A.*, ..., Lin, T.-H., ..., Li, S.*, Sousa-Lima, R.*, Wanger, T. C.*, 2025, “Worldwide Soundscapes: A synthesis of passive acoustic monitoring across realms”, GLOBAL ECOLOGY AND BIOGEOGRAPHY, 34, e70021. (SCIE) (IF: 6.4; SCI ranking: 8.2%,8.2%)
3. Chiu, L., Wang, M.-C., Wei, C.-L., Lin, T.-H.*, Tseng, Y.-C.*, 2024, “A two-year physicochemical and acoustic observation reveals spatiotemporal effects of earthquake-induced shallow-water hydrothermal venting on the surrounding environments”, LIMNOLOGY AND OCEANOGRAPHY LETTERS, 9, 423-432. (SCIE) (IF: 7.8; SCI ranking: 4.5%,3.2%)
4. Jeng, F.-C.*, Matzdorf, K. Hickman, K., Bauer, S., Carriero, A., McDonald, K., Lin, T.-H., Wang, C.-Y., 2024, “Advancing auditory processing by detecting frequency-following responses through a specialized machine learning model”, PERCEPTUAL AND MOTOR SKILLS, 131, 417-431. (SSCI) (IF: 　; 　)
5. Lin, T.-H.*, Kawagucci, S.*, 2024, “Acoustic twilight: A year-long seafloor monitoring unveils phenological patterns in the abyssal soundscape”, LIMNOLOGY AND OCEANOGRAPHY LETTERS, 9, 23-32. (SCIE) (IF: 8.507; SCI ranking: 4.8%,3%)
6. Ho, Y.-W., Lin, T.-H.*, Akamatsu, T., Karczmarski, L.*, 2024, “Fine-scale spatial variability of marine acoustic environment corresponds with habitat utilization of Indo-Pacific humpback dolphins in Hong Kong waters”, ECOLOGICAL INDICATORS, 158, 111228. (SCIE) (IF: 6.263; SCI ranking: 24%)
7. Giordano, A., Jeng, F.-C.*, Black, T., Bauer, S., Carriero, A., McDonald, K., Lin, T.-H., Wang, C.-Y., 2023, “Effects of silent intervals on the extraction of human frequency-following responses using non-negative matrix factorization”, PERCEPTUAL AND MOTOR SKILLS, 130(5), 1834-1851. (SSCI) (IF: 　; 　)
8. Jeng, F.-C.*, Lin, T.-H., Hart, B. N., Montgomery-Reagan, K., McDonald, K., 2023, “Non-negative matrix factorization improves the efficiency of recording frequency-following responses in normal-hearing adults and neonates”, INTERNATIONAL JOURNAL OF AUDIOLOGY, 62, 688-698. (SCIE) (IF: 2.437; SCI ranking: 40.7%,51.2%)
9. Lin, T.-H.*, Sinniger, F.*, Harii, S., Akamatsu, T., 2023, “Using soundscapes to assess changes in coral reef social-ecological systems”, OCEANOGRAPHY, 36 (Supplement 1), 20-27. (SCIE) (IF: 2.158; SCI ranking: 60.6%)
10. Sun, Y.-J., Yen, S.-C., Lin, T.-H.*, 2022, “soundscape_IR: A source separation toolbox for exploring acoustic diversity in soundscapes”, METHODS IN ECOLOGY AND EVOLUTION, 13, 2347-2355. (SCIE) (IF: 8.335; SCI ranking: 5.7%)
11. Wang, M.-C., Furukawa, F., Wang, C.-W., Peng, H.-W., Lin, C.-C., Lin, T.-H.*, Tseng, Y.-C.*, 2022, “Multigenerational inspections of environmental thermal perturbations promote metabolic trade-offs in developmental stages of tropical fish”, ENVIRONMENTAL POLLUTION, 308, 119605. (SCIE) (IF: 9.988; SCI ranking: 10%)
12. Parsons, M. J.*, Lin, T.-H., Mooney, T. A., Erbe, C., Juanes, F., Lammers, M., Li, S., Linke, S., Looby, A., Nedelec, S. L., Van Opzeeland, I. C., Radford, C. A., Rice, A. N., Sayigh, L., Stanley, J., Urban, E., Di Iorio, L., 2022, “Sounding the call for a global library of biological underwater sounds”, FRONTIERS IN ECOLOGY AND EVOLUTION, 10, 810156. (SCIE) (IF: 4.496; SCI ranking: 25.9%)
13. Chen, C., Lin, T.-H.*, Watanabe, H. K., Akamatsu, T., Kawagucci, S., 2021, “Baseline soundscapes of deep-sea habitats reveal heterogeneity among ecosystems and sensitivity to anthropogenic impacts”, LIMNOLOGY AND OCEANOGRAPHY, 66, 3714-3727. (SCIE) (IF: 5.019; SCI ranking: 14.3%,6.1%)
14. Heard, J., Tung, W.-C., Pei, Y.-D., Lin, T.-H., Lin, C.-H., Akamatsu, T., Wen, C. K. C.*, 2021, “Coastal development threatens area supporting greatest fish diversity at Taoyuan Algal Reef, NW Taiwan”, AQUATIC CONSERVATION-MARINE AND FRESHWATER ECOSYSTEMS, 3, 590-604. (SCIE) (IF: 3.258; SCI ranking: 57.3%,16.8%,41.7%)
15. Lin, T.-H.*, Akamatsu, T., Tsao, Y., 2021, “Sensing ecosystem dynamics via audio source separation: A case study of marine soundscapes off northeastern Taiwan”, PLOS COMPUTATIONAL BIOLOGY, 17, e1008698. (SCIE) (IF: 4.779; SCI ranking: 25.3%,15.8%)
16. Lin, T.-H.*, Akamatsu, T.*, Sinniger, F., Harii, S., 2021, “Exploring coral reef biodiversity via underwater soundscapes”, BIOLOGICAL CONSERVATION, 253, 108901. (SCIE) (IF: 7.499; SCI ranking: 7.7%,8%,16.1%)
17. Lin, T.-H.*, Tsao, Y., 2020, “Source separation in ecoacoustics: A roadmap towards versatile soundscape information retrieval”, REMOTE SENSING IN ECOLOGY AND CONSERVATION, 6, 236-247. (SCIE) (IF: 5.787; SCI ranking: 14.9%,26.5%)
18. Mooney, T. A.*, Di Iorio, L., Lammers, M., Lin, T.-H., Nedelec, S., Parsons, M., Radford, C. A., Urban, E., Stanley, J., 2020, “Listening forward: Approaching marine biodiversity assessments using acoustic methods”, ROYAL SOCIETY OPEN SCIENCE, 7, 201287. (SCIE) (IF: 3.653; SCI ranking: 40.5%)
19. Tsai, K.-H., Wang, W.-C., Cheng, C.-H., Tsai, C.-Y., Wang, J.-K., Lin, T.-H., Fang, S.-H., Chen, L., Tsao, Y.*, 2020, “Blind monaural source separation on heart and lung sounds based on periodic-coded deep autoencoder”, IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 24, 3203-3214. (SCIE) (IF: 7.021; SCI ranking: 14%,18.8%,7%,22.6%)
20. 赤松友成、Tzu-Hao Lin、波利井佐紀、Frederic Sinniger, 2020, “サンゴ礁における鳴音を用いた生物分布観測とサウンドスケープの季節変化。”, 超音波 Techno, 32(1), 19-22.

專書(論文集)之一章

1. Parsons, M. J. G.*, Looby, A., Chanda, K., Di Iorio, L., Erbe, C., Frazao, F., Havlik, M., Juanes, F., Lammers, M., Li, S., Liffers, M., Lin, T.-H., Linke, S., Mooney, T. A., Radford, C., Rice, A. N., Rountree, R., Sayigh, L., Sousa-Lima, R., Stanley, J., Thomisch, K., Urban, E., Zeeland, L., Vela, S., Zuffi, S., Nedelec, S. L., 2023, “A Global Library of Underwater Biological Sounds (GLUBS): An online platform with multiple passive acoustic monitoring applications”, editor(s): Popper, A. N., Sisneros, J., Hawkins, A. D., Thomsen, F., The Effects of Noise on Aquatic Life, pp. 25, Cham: Springer.

學術會議(研討會)論文

1. 林子皓*、周宜鞍、孫翊仁，2021，〈運用水下聲景訊息感測淺海棲地之空間變化趨勢〉，共10頁，發表於台灣聲學學會第三十四屆學術研討會，逢甲大學：台灣聲學學會，2021-11-12。