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. Tzu-Hao Lin*, Frederic Sinniger*, Saki Harii, Tomonari Akamatsu, accepted, “Using soundscapes to assess changes in coral reef social-ecological systems”, OCEANOGRAPHY, 36, Supplement 1. (SCIE) (IF: 2.335; SCI ranking: 50.8%)
2. Yi-Jen Sun, Shih-Ching Yen, Tzu-Hao Lin*, 2022, “soundscape_IR: A source separation toolbox for exploring acoustic diversity in soundscapes”, METHODS IN ECOLOGY AND EVOLUTION, 13, 2347-2355. (SCIE) (IF: 7.781; SCI ranking: 5.4%)
3. Min-Chen Wang, Fumiya Furukawa, Ching-Wei Wang, Hui-Wen Peng, Ching-Chun Lin, Tzu-Hao Lin*, Yung-Che Tseng*, 2022, “Multigenerational inspections of environmental thermal perturbations promote metabolic trade-offs in developmental stages of tropical fish.”, ENVIRONMENTAL POLLUTION, 308, 119605. (SCIE) (IF: 8.071; SCI ranking: 8.4%)
4. Fuh-Cherng Jeng*, Tzu-Hao Lin, Breanna N. Hart, Karen Montgomery-Reagan, Kalyn McDonald, 2022, “Non-negative matrix factorization improves the efficiency of recording frequency-following responses in normal-hearing adults and neonates”, INTERNATIONAL JOURNAL OF AUDIOLOGY, early view, 1-11. (SCIE) (IF: 2.117; SCI ranking: 55.6%,50%)
5. Miles James Parsons*, Tzu-Hao Lin, T. Aran Mooney, Christine Erbe, Francis Juanes, Marc Lammers, Songhai Li, Simon Linke, Audrey Looby, Sophie L Nedelec, Ilse Catharina Van Opzeeland, Craig Aaron Radford, Aaron N. Rice, Laela Sayigh, Jenni Stanley, Edward Urban, Lucia Di Iorio, 2022, “Sounding the call for a global library of biological underwater sounds”, FRONTIERS IN ECOLOGY AND EVOLUTION, 10, 810156. (SCIE) (IF: 4.171; SCI ranking: 22.9%)
6. Chong Chen, Tzu-Hao Lin*, Hiromi Kayama Watanabe, Tomonari Akamatsu, Shinsuke Kawagucci, 2021, “Baseline soundscapes of deep-sea habitats reveal heterogeneity among ecosystems and sensitivity to anthropogenic impacts”, LIMNOLOGY AND OCEANOGRAPHY, 66, 3714-3727. (SCIE) (IF: 4.745; SCI ranking: 14.3%,6.2%)
7. Joseph Heard, Wei-chen Tung, Yu-de Pei, Tzu-Hao Lin, Chien-Hsiang Lin, Tomonari Akamatsu, Colin KC Wen*, 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: 2.771; SCI ranking: 58%,23.4%,49%)
8. Tzu-Hao Lin*, Tomonari Akamatsu, Yu Tsao, 2021, “Sensing ecosystem dynamics via audio source separation: A case study of marine soundscapes off northeastern Taiwan”, PLOS COMPUTATIONAL BIOLOGY, 17(2), e1008698. (SCIE) (IF: 4.475; SCI ranking: 20.5%,13.8%)
9. Tzu-Hao Lin*, Tomonari Akamatsu*, Frederic Sinniger, Saki Harii, 2021, “Exploring coral reef biodiversity via underwater soundscapes”, BIOLOGICAL CONSERVATION, 253, 108901. (SCIE) (IF: 5.991; SCI ranking: 10%,11.4%,16.8%)
10. Tzu‐Hao Lin*, Yu Tsao, 2020, “Source separation in ecoacoustics: A roadmap towards versatile soundscape information retrieval”, REMOTE SENSING IN ECOLOGY AND CONSERVATION, 6, 236-247. (SCIE, Scopus) (IF: 5.481; SCI ranking: 13.9%,21.9%)
11. T. Aran Mooney*, Lucia Di Iorio, Marc Lammers, Tzu-Hao Lin, Sophie Nedelec, Miles Parsons, Craig Radford, Ed Urban, Jenni Stanley, 2020, “Listening forward: Approaching marine biodiversity assessments using acoustic methods”, ROYAL SOCIETY OPEN SCIENCE, 7, 201287. (SCIE) (IF: 2.963; SCI ranking: 38.4%)
12. Kun-Hsi Tsai, Wei-Chien Wang, Chui-Hsuan Cheng, Chan-Yen Tsai, Jou-Kou Wang, Tzu-Hao Lin, Shih-Hau Fang, Li-Chin Chen, Tsao Yu*, 2020, “Blind monaural source separation on heart and lung sounds based on periodic-coded deep autoencoder”, IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 24(11), 3203-3214. (SCIE) (IF: 5.772; SCI ranking: 17.3%,15.2%,8.6%,13.3%)
13. 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.

學術會議(研討會)論文

1. Tzu-Hao Lin*, 2022, “Exploring marine ecosystem dynamics via underwater soundscapes.”, paper presented at 2022 The Acoustical Society of Korea Fall Meeting, Seuol: Acoustical Society of Korea, 2022-11-17 ~ 2022-11-18.
2. Anita Weng, Hsin-Yi Yu, Tzu-Hao Lin*, 2022, “Exploring intra- and inter-specific variations of dolphin whistles via machine learning.”, paper presented at 24th Biennial Conference on the Biology of Marine Mammals, Online Conference: Society of Marine Mammalogy, 2022-08-01 ~ 2022-08-05.
3. 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〉，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。
4. Tzu-Hao Lin*, Tomonari Akamatsu, Frederic Sinniger, Saki Harii, 2021, “Acoustic diversity and divergence among shallow-water and upper-mesophotic coral reefs”, paper presented at 14th international coral reef symposium, Online Conference: International Coral Reef Society, 2021-07-19 ~ 2021-07-23.
5. Tzu-Hao Lin*, Chong Chen, Hiromi Kayama Watanabe, Shinsuke Kawagucci, Yung-Che Tseng, 2021, “Could listening underwater sounds reveal the dynamics of chemosynthetic ecosystems?”, paper presented at Japan Geoscience Union Meeting 2021, Online conference: Japan Geoscience Union, 2021-06-03 ~ 2021-06-06.
6. Tzu-Hao Lin*, Yi-Jen Sun, Anita Weng, Tzu-Yan Hsu, Li Lin, Ching-Wei Wang, 2020, “Assessing diversity of animal vocalizations via unsupervised machine learning”, paper presented at The 7th Annual Meeting of the Society for Bioacoustics, Online Conference: The Society for Bioacoustics, 2020-12-04.
7. Yi-Jen Sun, Tzu-Hao Lin*, 2020, “Soundscape Viewer: An integrated toolbox of audio source separation for soundscape-based ecosystem assessment”, paper presented at The 179th Meeting of the Acoustical Society of America, Online Conference: Acoustic Society of America, 2020-12-07 ~ 2020-12-11.
8. Tzu-Hao Lin*, Chong Chen, Hiromi Kayama Watanabe, Shinsuke Kawagucci, Tetsuya Miwa, Hiroyuki Yamamoto, Shinji Tsuchida, Yoshihiro Fujiwara, 2020, “Characterizing habitat-specific soundscapes in deep-sea benthic ecosystems”, paper presented at eDSBS, Online meeting: Deep-Sea Biological Society, 2020-08-19 ~ 2020-08-21.