Chi-Fang Chen

Prof. Chi-Fang Chen

Underwater Acoustics Lab, National Taiwan University, Taipei, Taiwan

Research Focus & Metrics

Academic Career Length

27Years (2000-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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26 July 2021 in Remote Sensing in Ecology and Conservation
Verified
Journal Article
Open access
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SSShashidhar Siddagangaiah
Shashidhar Siddagangaiah
CCChi-Fang Chen
Chi-Fang Chen
WHWei‐Chun Hu
Wei‐Chun Hu
NPNadia Pieretti
Nadia Pieretti
Offshore windfarms have recently emerged as a renewable energy solution. The effects of pile‐driving and long‐term impacts of operational noises on fish chorusing still, however, remain largely unknown. In this study, we investigated the variations of fish chorusing intensity and duration during the construction (2016) and operational phases (2017–2018) of a windfarm at the Eastern Taiwan Strait (ETS). At the ETS, two types of fish choruses (Types 1 and 2) were found to repeat over a diurnal pattern. In the 2 days after the pile driving, Type 1 chorusing showed lower intensity and longer duration, while Type 2 chorusing exhibited higher intensity and no changes in its duration. During the operational phases in 2017 and 2018, both choruses were longer in duration (2–3 h for Type 1; 0.5–1 h for Type 2). The intensity of Type 1 chorus increased by 5–10 dB, but no significant variation was recorded for Type 2. Our findings document, for the first time, different behavioral responses of two chorusing types exposed to pile‐driving and windfarm noise pressure. Fish choruses have been associated with several behavioral functions. Deviation from a regular pattern might affect fish reproductive success, cause migration, augmented predation, or physiological alterations. Because offshore windfarms installations are growing in magnitude and capacity worldwide, this study provides essential insights for policymakers and constitutes an important reference for assessing the effects of noise from pile driving and windfarms on fishes.

6 October 2019 in Entropy
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Journal Article
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SSShashidhar Siddagangaiah
Shashidhar Siddagangaiah
CCChi-Fang Chen
Chi-Fang Chen
WHWei-Chun Hu
Wei-Chun Hu
NPNadia Pieretti
Nadia Pieretti
Automated acoustic indices to infer biological sounds from marine recordings have produced mixed levels of success. The use of such indices in complex marine environments, dominated by several anthropogenic and geophonic sources, have yet to be understood fully. In this study, we introduce a noise resilient method based on complexity-entropy (hereafter named C-H) for the detection of biophonic sounds originating from fish choruses. The C-H method was tested on data collected in Changhua and Miaoli (Taiwan) during the spring in both 2016 and 2017. Miaoli was exposed to continual shipping activity, which led to an increase of ~10 dB in low frequency ambient noise levels (5–500 Hz). The acoustic dataset was successively analyzed via the acoustic complexity index, the acoustic diversity index and the bioacoustic index. The C-H method was found to be strongly correlated with fish chorusing (Pearson correlation: rH < −0.9; rC > 0.89), and robust to noise originating from shipping activity or natural sources, such as wind and tides (rH and rC were between 0.22 and −0.19). Other indices produced lower or null correlations with fish chorusing due to missed identification of the choruses or sensitivity to other sound sources. In contrast to most acoustic indices, the C-H method does not require a prior setting of frequency and amplitude thresholds, and is therefore, more user friendly to untrained technicians. We conclude that the use of the C-H method has potential implications in the efficient detection of fish choruses for management or conservation purposes and could help with overcoming the limitations of acoustic indices in noisy marine environments.

26 May 2022 in Diversity
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WHWei-Chun Hu
Wei-Chun Hu
SSShashidhar Siddagangaiah
Shashidhar Siddagangaiah
CCChi-Fang Chen
Chi-Fang Chen
NPNadia Pieretti
Nadia Pieretti
Recent offshore windfarm development has led to increased vessel traffic in the Eastern Taiwan Strait, which is part of the habitat of the critically endangered Taiwanese humpback dolphin (Sousa chinensis taiwanensis). However, data on possible effects on the behavior of this endemic subspecies are lacking to date. In this study, we observed Taiwanese humpback dolphins’ acoustic behavior associated with shipping noise and analyzed their whistles and clicks before, during, and after vessel transit. Before vessel transit, the median rate of dolphin whistles and clicks was 100 and 1550 counts per minute, which significantly reduced to less than 8 and 170 counts per minute during and after vessel transit. Dolphins produced significantly shorter whistles during (0.07 s) and after (0.15 s) vessel transit. The vocalizing behavior of the Taiwanese humpback dolphin may be affected by vessel transit, which, if sustained, could possibly influence the individual communication and feeding success of the population. Implementing measures such as re-routing of the vessel lanes and regulating the speed of the vessel traffic in the habitat are proposed to overcome the influence of vessel noise on Taiwanese humpback dolphins.

10 July 2012 in International Journal of Remote Sensing
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Journal Article
Closed access
HCHsiang-Chih Chan
Hsiang-Chih Chan
CCChi-Fang Chen
Chi-Fang Chen
Hydrophones can capture the distant noise generated by sea surface winds caused by typhoons. These acoustic signals can be used to determine the intensity scale of typhoons. This study uses underwater noise modelling to estimate typhoon scales in terms of wind speed profiles (WSPs), which is the wind speed as a function of distance from the typhoon centre, averaged over all azimuths. The wind-driven noise intensity was considered to be the sum of the contributing noise sources in the area dominated by the typhoon. The motion paths and WSPs of typhoons were used as parameters in the modelling, and their effects on results were estimated. A typhoon eye passing over the location of acoustic measurement can cause a bias in WSP estimation. However, the simulation results demonstrated high correlation between wind speed and noise intensity for classifying typhoons and showed the potential capacity of underwater acoustics for monitoring typhoons.

Verified
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CHChing Tang Hung
Ching Tang Hung
WCWei-Yen Chu
Wei-Yen Chu
WLWei-Lun Li
Wei-Lun Li
YHYen-Hsiang Huang
Yen-Hsiang Huang
WHWei-Chun Hu
Wei-Chun Hu
CCChi-Fang Chen
Chi-Fang Chen
In recent years, Taiwan’s government has focused on policies regarding offshore wind farming near the Indo-Pacific humpback dolphin habitat, where marine mammal observation is a critical consideration. The present research developed an algorithm called National Taiwan University Passive Acoustic Monitoring (NTU_PAM) to assist marine mammal observers (MMOs). The algorithm performs whistle detection processing and whistle localization. Whistle detection processing is based on image processing and whistle feature extraction; whistle localization is based on the time difference of arrival (TDOA) method. To test the whistle detection performance, we used the same data to compare NTU_PAM and the widely used software PAMGuard. To test whistle localization, we designed a real field experiment where a sound source projected simulated whistles, which were then recorded by several hydrophone stations. The data were analyzed to locate the moving path of the source. The results show that localization accuracy was higher when the sound source position was in the detection region composed of hydrophone stations. This paper provides a method for MMOs to conveniently observe the migration path and population dynamics of cetaceans without ecological disturbance.

11 April 2022 in Photonics
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劉L劉文豐(Wen-Fung Liu)
劉文豐(Wen-Fung Liu)
JLJia-Guan Li
Jia-Guan Li
HCHung-Ying Chang
Hung-Ying Chang
MFMing-Yue Fu
Ming-Yue Fu
CCChi-Fang Chen
Chi-Fang Chen
We propose a new type of fiber hydrophone composed of an etched fiber Bragg grating and a special packaging structure for detecting acoustic waves in the low-frequency band under water. The operating mechanism is based on the mechanical vibration of the fiber Bragg grating from the induced vibrating stress of acoustic pressure. The induced pressure of acoustic waves pushes the silicone rubber thin film, causing its vibration and then stretching the fiber Bragg grating, thus resulting in the grating wavelength shift which is overlapped with a tunable laser. The variation in the overlapped light intensity is transferred to an electrical signal by using a photodetector. From the experimental results, we can determine that the smaller the fiber diameter, the higher the sensitivity and frequency response. In order to confirm that this FBG hydrophone has the ability to work in high-frequency acoustic waves, this fiber grating hydrophone and a standard piezoelectric hydrophone are experimentally compared to in the same test conditions in the frequency range from 4 to 10 kHz. According to the experimental results, the fiber grating hydrophone has better responsivity than that of the conventional hydrophone. Due to the unique sensing structure design, this wide-band fiber hydrophone can be useful in long-term continuous monitoring of acoustic waves.