Publication list

Developed toolbox:

  1. Unsupervised separation of soundscape components based on the periodicity coded nonnegative matrix factorization (PC-NMF)
  2. Automatic detection and classification algorithm of cetacean tonal sounds. https://www.researchgate.net/publication/259479311_Operation_manual_of_Local-max_detector_for_tonal_sounds?ev=prf_pub
  3. Automatic detection of odontocete clicks
  4. Analysis on the home range and core area based on kernel density estimation. Resampling analysis, point-based and line-based KDE.

Journal publications:

  1. Chih An Wei, Tzu-Hao Lin, Ruo Dong Chen, Yung-Che Tseng, Yi-Ta Shao. (2017) The effects of continuously acoustical stress on cortisol in milkfish (Chanos chanos). General and Comparative Endocrinology, in press.
  2. Tzu-Hao Lin, Shih-Hua Fang, Yu Tsao. (2017) Improving biodiversity assessment via unsupervised separation of biological sounds from long-duration recordings. Scientific Reports, 7: 4547.
  3. Tzu-Hao Lin, Lien-Siang Chou. (2015) Automatic classification of delphinids based on the representative frequencies of whistles. Journal of the Acoustical Society of America, 138: 1003-1011.
  4. Shane Guan, Tzu-Hao Lin, Joseph Vignola, Lien-Siang Chou, John Judge, and Diego Turo. (2015) Dynamics of soundscape in a shallow water marine environment: a study of the habitat of the Indo-Pacific humpback dolphin. Journal of the Acoustical Society of America, 137: 2939-2949.
  5. Tzu-Hao Lin, Hsin-Yi Yu, Chi-Fang Chen, Lien-Siang Chou. (2015) Passive acoustic monitoring of the temporal variability of odontocete tonal sounds from a long-term marine observatory. PLOS ONE, 10: e0123943. 
  6. Tzu-Hao Lin, Tomonari Akamatsu, Lien-Siang Chou. (2015) Seasonal distribution of Indo-Pacific humpback dolphins at an estuarine habitat: influences of upstream rainfall. Estuaries and Coasts, 38: 1376-1384.
  7. Tzu-Hao Lin, Tomonari Akamatsu, Lien-Siang Chou. (2013) Tidal influences on habitat use of Indo-Pacific humpback dolphins (Sousa chinensis) in an estuary. Marine Biology, 160: 1353-1363.
  8. Tzu-Hao Lin, Lien-Siang Chou, Tomonari Akamatsu, Hsiang-Chih Chan, Chi-Fang Chen. (2013) An automatic detection algorithm for extracting the representative frequency of cetacean tonal sounds. Journal of the Acoustical Society of America, 134: 2477-2485.

Conference publications:

  1. Shane Guan, Joseph Vignola, Tzu-Hao Lin, Lien-Siang Chou. (2016) Soundscape characteristics of the Eastern Taiwan Strait Indo-Pacific humpback dolphin habitat. Proceedings of Techno-Ocean. DOI: 10.1109/Techno-Ocean.2016.7890674.
  2. Chi-Fang Chen, T. Aran Mooney, Songhai Li, Bayram Öztürk, Ayaka Amaha Öztürk, Tzu-Hao Lin, Saho Kameyama, Satoko Kimura Soen, Tomonari Akamatsu. (2015) Report of the Riverine and Coastal Session, Oceanoise2015, Vilanova i la Geltrú, Barcelona, Spain, 10-15 May.
  3. Tzu-Hao Lin, Hsin-Yi Yu, Chi-Fang Chen, Lien-Siang Chou. (2014) Passive acoustic monitoring on the seasonal species composition of cetaceans from the marine cable hosted observatory. Proceedings of OCEANS’14 MTS/IEEE Conference. DOI: 10.1109/OCEANS-TAIPEI.2014.6964392.
  4. Tzu-Hao Lin, Hsin-Yi Yu, Chi-Fang Chen, Lien-Siang Chou. (2013) Automatic detection and classification of cetacean tonal sounds from a long-term marine observatory. Proceedings of Symposium on Underwater Technology 2013. DOI: 10.1109/UT.2013.6519820. (2013 Young Researcher Award of IEEE OES Japan Chapter)

Chinese publications:

  1. 林子皓、Shane Guan、周蓮香 (2015) 從海洋聲景探討中華白海豚的棲地特徵。台灣聲學學會第二十八屆學術研討會論文集,十一月。
  2. 林子皓、周蓮香 (2014) 應用被動式聲學監測減緩離岸風機施工對中華白海豚之衝擊。2014台灣風能學術研討會暨NEPII離岸風力及海洋能源主軸成果發表會論文集,十二月。
  3. 林子皓、余欣怡、陳琪芳、周蓮香 (2014) 利用長期海洋觀測站監聽鯨豚活動之季節性變異。第十六屆水下技術研討會論文集,五月。
  4. 林子皓、林思瑩、余欣怡、周蓮香 (2013) 離岸風場開發噪音對沿岸鯨豚類動物之衝擊。風電月刊,九月,pp10-18。
  5. 林子皓、余欣怡、陳琪芳、周蓮香 (2013) 透過長期海洋監聽站自動化偵測與分類鯨豚類哨叫聲。第十五屆水下技術研討會論文集,五月。

Other publications:

  1. 林子皓 (2017) 用「聲物」識生物 以自動錄音聆聽自然谷之聲。環境資訊中心。
  2. 林子皓 (2016) 在海底深處竊聽海洋生態的多樣性。科學月刊,2016年六月號。
  3. 林子皓 (2016) 中華白海豚之家:台灣西部海域的海洋聲音。大自然季刊,131期。
  4. 林子皓、余欣怡 (2015) 從媽祖的順風耳 傾聽太平洋的鯨豚生態韻律。國家地理雜誌中文網。
  5. 林子皓、王俊傑、李文達、余欣怡 (2014) 又死了一隻中華白海豚。環境資訊中心。

Presentations in international conferences:

  1. Tzu-Hao Lin, Yu-Huang Wang, Han-Wei Yen, Yu Tsao (2017) Listening to the ecosystem: the integration of machine learning and a long-term soundscape monitoring network. International Symposium on Grids & Clouds 2017 (March, Taipei, Taiwan)
  2. Tzu-Hao Lin, Chih-Kai Yang, Lien-Siang Chou, Shih-Hau Fang, and Yu Tsao (2016) Acoustic response of Indo-Pacific humpback dolphins to the variability of marine soundscape. 5th Joint Meeting of the Acoustical Society of America and Acoustical Society of Japan (November, Honolulu, USA)
  3. Tzu-Hao Lin, Lien-Siang Chou, and Yu-Huang Wang (2016) Investigation on the dynamics of soundscape by using unsupervised detection and classification algorithms. Ecoacoustics Congress 2016 (June, Michigan, USA)
  4. Tzu-Hao Lin, Shane Guan, and Lien-Siang Chou (2016) Characterization of the marine soundscape at the core habitat of Indo-Pacific humpback dolphins. Oceanoise Asia 2016. (April, Taipei, Taiwan)
  5. Tzu-Hao Lin, Shane Guan, Wen-Ching Lien, Chih-Kai Yang, and Lien-Siang Chou (2015) A noisy dinner? Passive acoustic monitoring on the predator-prey interactions between Indo-Pacific humpback dolphins and croakers. 21st Biennial Conference on the Biology of Marine Mammals. (December, San Francisco, USA)
  6. Tzu-Hao Lin, Chia-Yun Lee, Tomonari Akamatsu, and Lien-Siang Chou (2015) Seasonal changes in habitat use of Indo-Pacific humpback dolphins at an estuary. International Conference on Biodiversity, Ecology and Conservation of Marine Ecosystems 2015. (June, Hong Kong)
  7. Tzu-Hao Lin, Shane Guan, Lien-Siang Chou (2015) Spatial and temporal variations of biological sound in a shallow marine environment. Oceanoise 2015. (May, Barcelona, Spain)
  8. Tzu-Hao Lin, Shane Guan, Lien-Siang Chou (2014) Passive acoustic monitoring of fish sound production in western Taiwan waters. 8th Annual Meeting of Asian Fisheries Acoustics Society. (November, Kaohsiung, Taiwan) (2014 Young Fisheries Acoustician Award of Asian Fisheries Acoustics Society)
  9. Tzu-Hao Lin, Hsin-Yi Yu, Chi-Fang Chen, Lien-Siang Chou. (2014) Passive acoustic monitoring on the seasonal species composition of cetaceans from a marine observatory. Acoustic Society of America 168th Meeting. (October, Indianapolis, USA)
  10. Tzu-Hao Lin, Tomonari Akamatsu, Lien-Siang Chou. (2014) Passive acoustic monitoring on the temporal and spatial variation of Indo-Pacific humpback dolphin behavior at an estuarine habitat. 14th Symposium of Cetacean Ecology and Conservation. (September, Taipei, Taiwan)
  11. Tzu-Hao Lin, Hsin-Yi Yu, Chi-Fang Chen, Lien-Siang Chou. (2014) Passive acoustic monitoring on the seasonal species composition of cetaceans from the marine cable hosted observatory. OCEANS’14 MTS/IEEE Conference. (April, Taipei, Taiwan)
  12. Tzu-Hao Lin, Tomonari Akamatsu, Lien-Siang Chou. (2013) Seasonal distribution of Indo-Pacific humpback dolphins at an estuarine habitat. 20th Biennial Conference on the Biology of Marine Mammals. (December, Dunedin, New Zealand)
  13. Tzu-Hao Lin, Hsin-Yi Yu, Chi-Fang Chen, Lien-Siang Chou. (2013) Detecting the structural variability of cetacean tonal sounds by automatic detection and classification algorithms. 30th International workshop: Cetacean echolocation and outer space neutrinos. (October, Sicily, Italy)
  14. Tzu-Hao Lin, Hsin-Yi Yu, Chi-Fang Chen, Lien-Siang Chou. (2013) Automatic Detection and Classification of Cetacean Tonal Sounds from a Long-term Marine Observatory. Symposium on Underwater Technology 2013. (March, Tokyo, Japan)
  15. Tzu-Hao Lin, Hsin-Yi Yu, Lien-Siang Chou. (2012) Automatic detection and classification of cetacean tonal sounds from a long-term marine observatory. 3rd Symposium of Cetacean Research and Conservation cross Taiwan Strait. (November, Nanjing, China).
  16. Tzu-Hao Lin, Hsiang-Chih Chan, Chi-Fang Chen, Tomonari Akamatsu, Lien-Siang Chou. (2012) Automatic detection on the presence and frequency use pattern of cetacean tonal sound. Acoustics 2012 Hong Kong. (May, Hong Kong).
  17. Tzu-Hao Lin, Tomonari Akamatsu, Lien-Siang Chou. (2011) Tidal activity of Indo-Pacific humpback dolphins (Sousa chinensis) monitored by fixed acoustic data loggers. 19th Biennial Conference on the Biology of Marine Mammals. (November-December, Tampa, Florida, USA).
  18. Tzu-Hao Lin, Hsin-Yi Yu, Pai-ho Chiu, Lien-Siang Chou. (2008) Using underwater vocalizations of Indo-Pacific humpback dolphins, Sousa chinensis, to estimate the surface behavior states of dolphin school. 2nd of Symposium on Cetacean Ecology and Conservation across Taiwan Strait (October-November, 2008, Wuham, China).

Presentations in domestic conferences:

  1. 林子皓、曹昱 (2017) 聆聽海洋的訊息:應用深度學習分析海洋聲景之變動。2017海洋科學年會。(五月,高雄)
  2. 林子皓、曹昱、方士豪 (2017) 應用機器學習探討海洋聲景變動與中華白海豚發聲活動之關聯。2017 動物行為暨生態研討會。(一月,高雄)
  3. 林子皓 (2016) 應用非監督式分類方法調查海洋聲景的時空變化。2016 臺灣地球科學聯合學術研討會。(五月,台北)
  4. 林子皓、周蓮香 (2016) 中華白海豚核心棲地的海洋聲景特徵以及保育經營的應用。2016 動物行為暨生態研討會。(一月,台中)
  5. 林子皓、Shane Guan、周蓮香 (2015) 從海洋聲景探討中華白海豚的棲地特徵。台灣聲學學會第二十八屆學術研討會。(十一月,台北)
  6. 林子皓、Shane Guan、周蓮香 (2015) 竊聽海洋生態:被動式聲學監測台灣西岸淺海生物聲音的時空變化。2015海洋科學年會。(四月,高雄)
  7. 林子皓、周蓮香 (2015) 利用被動式水下聲學監測中華白海豚與石首魚的掠食者-獵物交互作用。2015動物行為暨生態學研討會。(一月,嘉義)
  8. 林子皓、Shane Guan、周蓮香 (2015) 被動式聲學監測台灣西岸海域的魚類群體鳴唱。2014台灣水產學會年會。(一月,台北)
  9. 林子皓、周蓮香 (2014) 應用被動式聲學監測減緩離岸風機施工對中華白海豚之衝擊。2014台灣風能學術研討會暨NEPII離岸風力及海洋能源主軸成果發表會。(十二月,台北)
  10. 林子皓、余欣怡、陳琪芳、周蓮香 (2014) 利用長期海洋觀測站監聽鯨豚活動之季節性變異。第十六屆水下技術研討會。(五月,台北)
  11. Tzu-Hao Lin, Shane Guan, Lien-Siang Chou, Joseph F Vignola. (2014) Using passive underwater acoustics to monitor the ecological dynamics in the shallow waters off western Taiwan. Congress of Animal Behavior and Ecology 2014. (January, Taichung)
  12. 林子皓、余欣怡、陳琪芳、周蓮香 (2013) 透過長期海洋監聽站自動化偵測與分類鯨豚類哨叫聲。第十五屆水下技術研討會。(五月,基隆)
  13. Tzu-Hao Lin, Tomonari Akamatsu, Lien-Siang Chou. (2011) Seasonal behavior, and their influence on tidal behavior of Chinese white dolphins (Sousa chinensis) at Xinhuway River Estuary. Symposium on Animal Behavior, Ecology and Environmental Education. (January, 2011, Tainan).

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