Kristen Bellisario

Clinical Assistant Professor; Faculty Fellow with Center for Global Soundscapes and Director of HiFi Research Generator

Education

B.Mus. California State University, Long Beach, M.F.A. University of California, Irvine, Ph.D. Purdue University

Current Courses

HONR 49900 - Noise in the Environment
HONR 29900 - Community of Inquiry
HONR 19902 - Silence

Biography

Kristen Bellisario completed her Bachelor of Music from California State University, Long Beach, Master of Fine Arts from University of California, Irvine, and PhD from Purdue University. After completing her dissertation, “Using Computational Musicological Approaches to Characterize Spatial-Temporal Dynamics of Soundscapes in Diverse Natural and Human-Dominated Ecosystems,” she completed a three-year postdoctoral study with the Purdue Center for Global Soundscapes focusing on wildlife and mosquito wingbeats detection methods using AI computational methods.

She is an interdisciplinary STEM researcher and educator interested in unraveling the patterns in natural sounds, text, and structured data using machine learning techniques -- to help with the real-world problems of biodiversity loss, noise pollution, infectious disease and invasive species, and concerns related to co-habitation of spaces with wildlife and people. My leisurely activities involve spending time with family, rehabbing natural spaces and wild animals, exploring museum spaces, attending historical events and reenactments, and playing an instrument from my eclectic musical instrument collection.

Personal Website
https://www.kristenbellisario.com

Recent Publications

Wagner, R. G., Bellisario, K. M., & Kong, N. N. (2022). Change in Doctoral Dissertation Topics in Forest Resources from US Universities Over Four Decades.Forest Science,68(2), 228-238.

Gottesman, B., Sprague, J., Kushner, D., Bellisario, K., Savage, D., McKenna, M., Conlin, D., DiDonato, E., Barkaszi, M., Halvoresen, M., and Pijanowski, B. (2020) “Soundscapes Indicate Kelp Forest Condition.” Ecological Applications.

Salazar, K., Utley, L., Pijanowski, B.C., Walker, D., Doucette, J., Bellisario, K. Miller, B., Wiley, M., and Rutherford, E.. (2020). With GIS, Communities See How Land-Use Changes May Affect Local Water Quality. Esri ArcNews. Winter Issue.

Ulybyshev, D. & Bellisario, K, (2020) “EHR Protection in Transit and at Rest.” IEEE 33rd International Symposium on Computer Based Medical Systems (CBMS), Mayo Clinic, Rochester, MN. June 2020 (postponed due to COVID-19).

Robinson, K., Bellisario, K., and Pijanowski, B.C. (2020). Tipping Points: What Are They and Why Are They Important?. FNR-602-W, Purdue University Extension.

Robinson, K., Bellisario, K., and Pijanowski, B.C. (2020). Informing the Development of the Great Lakes Region Decision Support System. FNR-601-W, Purdue University Extension.

Ghadiri, M., Gasc, A., Francomano, D., Bellisario, K., Pijanowski, B.C., and Shepardson, D.P. (2020). Your Ecosystem Listening Labs (YELLS): The Science of Soundscape Ecology Instructor’s Guide, Grades 5-8. FNR-600-W Purdue University Extension

Ghadiri, M., Bellisario, K., Savage, D., Gottesman, B.,, Francomano, D., Gasc, A., Oliver, D., Pijanowski, B.C. (2020). Your Ecosystem Listening Labs (YELLS): The Science of Soundscape Ecology Student’s Guide, Grades 5-8. FNR-607-W Purdue University Extension

Bellisario, K., Savage, D., Gottesman, B.,, Francomano, D., Ghadiri, M., Harris, M., Pijanowski, B.C. (2020). iListen GUide: Skills and Missions. FNR-605-W Purdue University Extension.

Pijanowski, B.C., Bellisario, K., Lenzi, J., Walker, D., Savage, D., and Salazar, K. (2020). Community Soundscape Planning Guide: Controlling Noise & Protecting Natural and Cultural Sonic Spaces. FNR-603-W, Purdue University Extension.

Zhao, Z., Zhi-yong Xu, K. Bellisario, R. Zeng, N. Li, W. Zhou, B.C. Pijanowski (2019) “Effect of sound unit shape, vocalization intensity, and frequency of vocalization occurrence on acoustic indices.” Ecological Indicators.

Bellisario, K., B.C. Pijanowski (2019). “Contributions of Music Information Retrieval (MIR) to Soundscape Ecology. Part 1: Potential Methodological Synergies.” Ecological Informatics.

Bellisario, K., J. VanSchaik, Z. Zhao, H. Omrani, A. Gasc, B. Pijanowski (2019). “Contributions of MIR to Soundscape Ecology. Part 2: Spectral timbral analysis for discrimination of soundscape components.” Ecological Informatics.

Bellisario, K., T. Broadhead, Z. Zhao, H. Omrani, H. Zhang, D. Savage, J. Springer, B.C. Pijanowski (2019). “Contributions of MIR to Soundscape Ecology. Part 3: Tagging and classifying audio features using a multi-label k-nearest neighbor approach.” Ecological Informatics.

Gottesman, B, D. Francomano, Z. Zhao, K. Bellisario, M. Ghadiri Khanaposhtani, T. Broadhead, A. Gasc, B. Pijanowski (2018). “Acoustic monitoring reveals diversity and surprising dynamics in tropical freshwater soundscapes” Special Issue of Freshwater Biology. Vol 63: Issue 5. 10.1111/fwb.13096

Zhao, Z., S.H. Zhang, Z.Y. Xu, K. Bellisario, N.H. Dai, H. Omrani, and B.C. Pijanowski. (2017). Automated bird acoustic event detection and robust species classification for field recording analysis. Ecological Informatics, 39, 99-108.

Ghadiri Khanaposhtani, M. D. Francomano, K. Bellisario, B. Pijanowski (2018) “Promoting STEM interest and connections to nature through soundscape ecology summer camp experiences for students with visual impairments.” Connected Science Learning. February.

Zhang, S., Z. Zhao, Z. Xu, K. Bellisario, B. Pijanowski (2018) “Automatic bird vocalization identification based on fusion of spectral pattern and texture features.” Proceedings of the IEEE Signal Processing Society. February.

VanSchaick, J., K. Bellisario, A. Gasc, and B. Pijanowski. (2017) “Spatial autocorrelation of soundscapes in old growth and disturbed paleotropical forests of Borneo.” Journal of Purdue Undergraduate Research.

Ghadiri Khanaposhtani, M., D. Francomano, K. Bellisario, A. Gasc, D. Shepardson, B. Pijanowski (2016) “Instructors guide for soundscape ecology summer camp experiences.” Purdue University, 136 pp.

Awards and Accolades

Purdue College of Agriculture TEAM Award recipient, Tipping Point Planner Project (2020-2021)

Global Engineering Programs and Partnerships: Shah Family Global Innovation Lab - finalist and recipient of Shah Seed Grant for "Sensor Technologies for Real-Time Monitoring of Mosquito Populations through Heat Maps" (2020-2021)

NSF iCorps Program: selected as Entrepreneurial Lead for "Digital Nature: Informal STEM project" (2018-2019)

Purdue Travel Grant, Eco-acoustics Congress, Brisbane, Australia (2018)

Purdue FNR Symposium, PhD Research, 1st Place (2018)

Bilsland Dissertation Fellowship (2018)

Purdue FNR Symposium, PhD Research, Honorable Mention (2017)

TEDxPurdueU, “Mission to Record the Earth.” Purdue University, Indiana, April 2016.
"Like a marriage of music and math, Kristen Bellisario's work is a refreshing and transformative approach to understanding ecological changes through computational analysis of the natural acoustic environment." — John Cirucci, Spatial Analytics

Purdue FNR Symposium, PhD Research, 2nd Place (2015)

Contact Info

HCRN 1075
765-494-4973
kbellisa@purdue.edu