Director, Research Computing and Data, Large Research Initiatives
Adjunct Assistant Professor, Dept of Computer Science |
January 2012 - Current
February 2021 - Current |
UNIVERSITY OF VERMONT |
BURLINGTON, VT |
Manage the cyberinfrastructure and cross-sector partnerships for an interdisciplinary research center |
Technical lead for the Integrated Assessment Modeling computational workflow research team |
Provide support to educators, students, and researchers across the state of Vermont using high performance computing (HPC) resources and broadband technologies, including Internet2 |
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Director, R&D Budget and Policy Program |
June 2009 - November 2011 |
AMERICAN ASSOCIATION FOR THE ADVANCEMENT OF SCIENCE |
WASHINGTON, DC |
As an international expert on the U.S. federal research and development investment, disseminated data and analyses through presentations, publications, and web content to a variety of audiences including national and international policy makers, scientific associations, journalists, and the research community |
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AAAS Science & Technology Policy Fellow |
September 2007 - August 2009 |
NATIONAL SCIENCE FOUNDATION |
ARLINGTON, VA |
Grant program management in the Division of Biological Infrastructure |
Collaboration building and outreach activities in interdisciplinary research communities |
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Systems Engineer |
January 2006 - August 2007 |
TECHTERIORS, LLC |
MEQUON, WI |
Systems engineering, project management, and programming for home and commercial automation systems |
Led a team to develop an improved user interface for custom automation systems |
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Adjunct Instructor |
January 2001 - May 2007 |
MARQUETTE UNIVERSITY |
MILWAUKEE, WI |
Taught freshman Java programming course, sophomore/junior computer hardware and software course, upper level electronic circuits course, and junior/senior computer graphics (OpenGL) course |
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Doctor of Philosophy |
January 2001 - May 2005 |
MARQUETTE UNIVERSITY |
MILWAUKEE, WI |
Program: Electrical and Computer Engineering - Speech Processing/Bioacoustics Emphasis |
Thesis: Automatic Classification of Animal Vocalizations |
Honors: Richard W. Jobling Fellowship, Frank Rogers Bacon Research Assistantship |
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Masters of Science |
January 1999 - December 2000 |
MARQUETTE UNIVERSITY |
MILWAUKEE, WI |
Program: Electrical and Computer Engineering - Software Engineering Emphasis |
Thesis: Java Application Programmer's Interface (API) for Heuristic Tree Search Algorithms |
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Bachelor of Science |
September 1994 - December 1998 |
MARQUETTE UNIVERSITY |
MILWAUKEE, WI |
Major/Minor: Electrical Engineering Computer Option/Computer
Science |
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Selected Media Citations |
Chang, K. (2010, November 3). "Money for Scientific Research May Be Scarce With a Republican-Led House," New York Times. |
Boyle, A. (2011, January 25). "Science shifting in 'Sputnik moment'," msnbc.com - Cosmic Log. |
Vestag, B. (2011, January 28). "Obama's call for innovation follows slump in most sectors'," Washington Post. A.4. |
Parry, W. (2011, February 17). "Scientists Pleased with Obama's 2012 Budget Proposal," msnbc.com - LiveScience. |
Boyle, A. (2011, May 26). "Funny science sparks serious spat'," msnbc.com - Cosmic Log. |
Lopatto, E. & Faler, B. (2011, August 5). "Alzheimer’s Research Among Science Efforts at Stake in Debt Deal," Bloomberg. |
Wakefield, J. R. (2016, June 29). "Net Gain," UVM Today. |
McCallum, K. (2021, April 7). "Vermont Considers Giving Communities More Say in Building Out Broadband," Seven Days. |
Abstracts, Posters, Panels, and Presentations |
Clemins, P. J. & Johnson, M. T. (2003). "Automatic type classification and speaker identification of African elephant (Loxodonta africana) vocalizations," 145th Meeting of The Acoustical Society of America. Nashville, TN, April 28-May 2. In The Journal of the Acoustical Society of America, 113(4), 2306. |
Clemins, P. J. & Johnson, M. T. (2004). "Generalized perceptual features for animal vocalization classification," 147th Meeting of The Acoustical Society of America. New York, NY, May 24-28. In The Journal of the Acoustical Society of America, 115(5), 2485. |
Clemins, P. J. & Johnson, M. T. (2005). "Unsupervised classification of beluga whale vocalizations," 149th Meeting of The Acoustical Society of America. Vancouver, BC, May 16-20. In The Journal of the Acoustical Society of America, 117(4), 2470. |
Glaeser, S. S., Klinck, H., Mellinger, D. K., Ren, Y., Clemins, P. J., Johnson, M. T., Cook, M. L. H., & Zelick, R. (2009). "A vocal repertoire of Asian elephants (Elephas maximus) and comparison of call classification methods," 157th Meeting of The Acoustical Society of America. Portland, OR, May 18-22. In The Journal of the Acoustical Society of America, 125(4), 2709. |
Clemins, P. J. & Johnson, M. T. (2009). "Hidden Markov models for the analysis of animal vocalizations," 157th Meeting of The Acoustical Society of America (invited). Portland, OR, May 18-22. In The Journal of the Acoustical Society of America, 125(4), 2740. |
Johnson, M. T. & Clemins, P. J. (2010). "Individual identification using hidden Markov models for population monitoring and assessment," 159th Meeting of The Acoustical Society of America (invited). Baltimore, MD, April 19-23. In The Journal of the Acoustical Society of America, 127(3), 1936. |
Clemins, P. J. (2010). "AAAS Overview of R&D in the FY 2011 Proposed Budget," AAAS Forum on Science and Technology Policy. Washington, DC, May 13. |
Clemins, P. J. (2010). "Introduction to the Federal Budget" (invited), AAAS Science and Technology Policy Fellows Orientation. Washington, DC, September 2. (Video @ YouTube) |
Clemins, P. J. (2011). "AAAS Overview of R&D in the FY 2012 Proposed Budget," AAAS Forum on Science and Technology Policy. Washington, DC, May 5. (Video @ YouTube) |
Akpose, W., Clemins, P., Hartline, B., Mays, R., & Steiner, K. (2012). "Internet2 Panel: Expanding the Research Horizons and Impact of Less Research Intensive Institutions," Spring 2012 Internet2 Member Meeting. Arlington, VA, April 22-25. |
Clemins, P., Drescher, P., & Todd, D. (2013). "Leveraging SEGP to Create a State Education Network," 2013 Internet2 Annual Meeting. Arlington, VA, April 21-24. |
Zia, A., Bomblies, A., Beckage, B., Tsai, Y., Mohammed, I., Turnbull, S., & Clemins, P. (2014). "Integrated Assessment Modeling of Climate Change, Land-Use Change, Hydrology and Nutrient Loading in Lake Champlain's Missisquoi Watershed, 2002-2052," European Geosciences Union General Assembly 2014. Vienna, Austria, April 27 - May 2. |
Clemins, P. J., Holt, B., Simon, R., Taylor, K., & Wildfire, N. (2014). "BTV Ignite Showcase," Moderator: M. Weinberger, Vermont Tech Jam. Burlington, VT, October 24-25. (Video @ YouTube) |
Bucini, G., Clemins, P. J., Winter, J. M., & Beckage B. (2016). "Daily Weather Estimator for Climate Projections Based on Nearest Neighbor Resampling," 14th Annual Climate Prediction Applications Science Workshop (CPASW). Burlington, VT, March 22-24. |
Clemins, P. J., Downer, R., Simmons, C., & Simms, J.(2018). "Assessing and Anticipating Researcher Needs", Moderator: H. Al-Azzawi, ACI-REF Virtual Residency Workshop 2018. University of Oklahoma, Norman, OK, August 5-10. |
Hecht, J. S., Zia, A., Rizzo, D. M., Schroth, A. W., Clemins, P. J., Vaughan, M. C. H., & Underwood, K. E. (2018). "The systematic underestimation of nutrient load variability in coupled streamflow-water quality models: Effects on lake cyanobacteria blooms," American Geophysical Union Fall Meeting (AGU). Washington, DC, December 10-14. |
Huang, H., Winter, J. M., Osterberg, E. C., Hanrahan, J., Bruyère, C., Clemins, P. J., & Beckage B. (2018). "Simulating Extreme Precipitation in the Lake Champlain Basin using a Regional Climate Model: Limitations and Uncertainties," American Geophysical Union Fall Meeting (AGU). Washington, DC, December 10-14. |
Brisson, M., Clemins, P. J., McGinnis, R., & Skalka, C. (2019). "Mobile and Networking Security for At-Home Health Monitoring" (invited), Moderator: T. Clark, Medical Device Security Workshop. Burlington, VT, May 1. |
Burrows, C., Clemins, P. J., Ferguson, J., & Perez, J. (2019). "How to Help Researchers Identify the Right Resources for Their Research", Moderator: D. Voss, ACI-REF Virtual Residency Workshop 2019. University of Oklahoma, Norman, OK, June 2-7. |
Clemins, P. J. & Moses, D. (2019). "Successful Support for First-Time SBIR Applicants" (invited), Moderator: B. Sickler, SSTI's 2019 Annual Conference. Rhode Island Convention Center, Providence, RI, September 9-11. |
Oikonomou, P. D., Zia, A., Schroth, A. W., Marti, C. L., Clemins, P. J., Rizzo, D. M., Beckage B., & Winter, J. (2019). "An Integrated Modeling Approach to Assess the Impact of Climate Change Induced Extreme Events and Non-Stationarity on Lake Cyanobacteria Blooms," American Geophysical Union Fall Meeting (AGU). San Francisco, CA, December 9-13. |
Galbraith, R., Harris, Y., Sipher, J., Trosvig, K., & Voss, B. (2020). "Perspectives about Cyberinfrastructure (CI) from CIOs and VPRs", Moderator: P. J. Clemins, ACI-REF Virtual Residency Workshop 2020. University of Oklahoma, Norman, OK, June 1-5. |
Clemins, P. J. (2021). "Building an Integrated Assessment Model with Pegasus" (invited), Pegasus Users Group Meeting 2021 (PUG 2021). Virtual, February 23 and 25. (Video @ YouTube) (Slides) |
Clemins, P. J., Delinger, S., Hertweck, K., Shklyar, A., & Weakliem, P. (2021) "Orientating Researchers to Research Computing and Data Resources," Moderator: C. Mizumoto, Campus Research Computing Consortium (CaRCC) Researcher-Facing Track Monthly Call. Virtual, March 11. (Video @ YouTube)
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Hannoun, K., Hannoun, I., Qi, X., Schroth, A. W., Zia, A., Turnbull, S., & Clemins, P. J. (2021). "Three-Dimensional Modeling of Eutrophication and Cyanobacteria Growth in Two Shallow Bays of Lake Champlain," North American Lake Management Society (NALMS) Symposium 2021. Virtual, November 15-19. |
Winter, J., Picard, C., Cockburn, C., Hanrahan, J., Beckage, B., & Clemins, P. J.(2021). "Twenty-first century increases in total and extreme precipitation across the Northeastern United States," American Geophysical Union Fall Meeting (AGU). New Orleans, LA, December 13-17. |
Zia, A., Schroth, A. W., Clemins, P. J., & Oikonomou, P. (2022). "Accounting for Lags, Phase Transitions and Cross Scale Dynamics in Sustaining Freshwater Lakes," Frontiers in Hydrology. San Juan, PR, June 19-24. |
Zia, A., Oikonomou, P., Schroth, A. W., & Clemins, P. J. (2022). "Anticipatory Ecosystem Management of Regime Shifts in Social Ecological Systems: Navigating Trade-Offs in Public Investments Across Farms, Forests and Cities," Frontiers in Hydrology. San Juan, PR, June 19-24. |
Zia, A., Schroth, A. W., Clemins, P. J., & Oikonomou, P. (2022). "Accounting for Lags, Phase Transitions and Cross Scale Dynamics in Sustaining Freshwater Lakes," Toronto Conference on Earth System Governance. Toronto, ON, Canada, October 21-23. |
Picard, C., Winter, J., Cockburn, C., Hanrahan, J., Teale, N. G., Clemins, P. J., & Beckage, B. (2022). "Twenty-first century increases in total and extreme precipitation across the Northeastern United States," American Geophysical Union Fall Meeting (AGU). Chicago, IL, December 12-16. |
Zia, A., Clemins, P. J., Turnbull, S., Oikonomou, P. D., Schroth, A. W., & Rizzo, D. (2022). "Information Theoretic Approaches to Characterize Uncertainty in Computational Models of Coupled Human and Natural Systems: Insights from an Integrated Model Predicting Water Quality in Lake Champlain under Alternate Hydro-Climatic, Land Use, and Nutrient Management Conditions," American Geophysical Union Fall Meeting (AGU). Chicago, IL, December 12-16. |
Zia, A., Schroth, A. W., Clemins, P. J., Oikonomou, P. D., Hecht, J. S., Turnbull, S., Beckage, B., Winter, J., & Rizzo, D. (2022). "Simulating Lags, Tipping Points and Cross Scale Interactions in Integrated Socio-Environmental Systems: Evaluating the Impacts of Early vs. Delayed Nutrient Reductions under Alternate Hydro-Climatic Scenarios in Missisquoi Bay, 2000-2050," American Geophysical Union Fall Meeting (AGU). Chicago, IL, December 12-16. |
Adil, M., Oikonomou, P. D., Rizzo, D. M., Clemins, P. J., Turnbull, S., Schroth, A. W., Isles, P. D. F., Hannoun, K., Hannoun, I., Zia, A., & Wshah, S. (2023). "Deep Learning Framework to Predict Harmful Algal Blooms by Leveraging Multi-Modal Data," American Geophysical Union Fall Meeting (AGU). San Francisco, CA, December 11-15. |
Clemins, P. J., Turnbull, S., Zia, A., Schroth, A. W., Diehl, R. M., & Wemple, B. C. (2023). "Northeast Evaluation Testbeds for Hydrologic Impacts Forecasting," American Geophysical Union Fall Meeting (AGU). San Francisco, CA, December 11-15. |
Oikonomou, P. D., Zia, A., Clemins, P. J., Turnbull, S., Schroth, A. W., Hannoun, K., Hannoun, I., Isles, P. D. F., Adil, M., Wshah, S., & Rizzo, D. M. (2023). "An Integrated Process-based Modelling Approach for Forecasting Lake Cyanobacteria Blooms Development: A Hindcast Experiment," American Geophysical Union Fall Meeting (AGU). San Francisco, CA, December 11-15. |
Oikonomou, P. D., Yen, H., Clemins, P. J., Rizzo, D. M., Schroth, A. W., Turnbull, S., & Zia, A. (2023). "Future Climate Impacts on a Highly Heterogeneous Watershed in Vermont," American Geophysical Union Fall Meeting (AGU). San Francisco, CA, December 11-15. |
Zia, A., Oikonomou, P. D., Clemins, P. J., Schroth, A. W., Wshah, S., & Rizzo, D. (2023). "Securing Clean Water in Transboundary River Basins through Open Science and Environmental Diplomacy: Piloting AI augmented Hydro-climatic Multi-hazard Early Warning Early Action Lead Systems," American Geophysical Union Fall Meeting (AGU). San Francisco, CA, December 11-15. |
Clemins, P. J., Zia, A., Adil, M., Wshah, S., O'Neil-Dunne, J. P., Oikonomou, P. D., Rizzo, D. M., Schroth, A. W., Isles, P. D. F., Hannoun, I., Hannoun, K., Blocher, S., Turnbull, S., Beckage, N. B., Bailey, M., Unverren, H., Duffaut Espinosa, L., & Pinder, G. F. (2024). "Using Remote Sensing Data to Train, Evaluate, and Adapt Harmful Algal Bloom Forecast Models," American Geophysical Union (AGU) Chapman Conference on Remote Sensing of the Water Cycle: Sensors to Science to Society. Honolulu, HI, Feburary 13-16. |
Beckage, N. B., Clemins, P. J., Turnbull, S., Oikonomou, P. D., Adil, M., Morales, M., & Zia, A. (2024). "Data Acquisition Framework Design for Environmental Modelling Input Data," 12th International Congress on Environmental Modeling and Software (iEMSs). East Lansing, MI, June 23-27. |
Conference Papers |
Clemins, P. J. (2000). "Design of Java application programmer's interface (API) for heurstic tree search algorithms," Midwest Computer Conference. University of Wisconsin - Whitewater, Whitewater, WI, March 31. |
Clemins, P. J. & Povinelli, R. J. (2001). "Detecting regimes in temperature time series," Artificial Neural Networks in Engineering (ANNIE). St. Louis, MO, November 4-7. In C. H. Dagli, A. L. Buczak, J. Ghosh, M. Embrechts, O. Ersoy, & S. Kercel (Eds.), Smart Engineering System Design: Neural Networks, Fuzzy Logic, Evolutionary Programming, Data Mining and Complex Systems, Vol 11, 727-732. New York, NY: ASME Press. |
Clemins, P. J., Ewalt, H. E., & Johnson, M. T. (2002). "Time-aligned SVD analysis for speaker identification," Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP '02), Vol 4, 4160. Orlando, FL, May 13-17. (Paper) |
Clemins, P. J. & Johnson, M. T. (2002). "Automatic type classification and speaker identification of African elephant vocalizations," Measuring Behavior 2002. Vrije Universiteit, Amsterdam, The Netherlands, August 27-30. In L. P. J. J. Noldus, M. R. Ballintijn, C. A. Bruisten-Jeannot, I. J. Burfield, M. J. Gronert, & A. J. Spink (Eds.), Measuring Behavior 2002: Proceedings of 4th International Conference on Methods and Techniques in Behavioral Research, 45-46. |
Clemins, P. J. & Johnson, M. T. (2003). "Application of speech recognition to African elephant (Loxodonta africana) vocalizations," Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP '03), Vol 1, 484-487. Hong Kong, April 6-10. |
Clemins, P. J. & Johnson, M. T. (2003). "Automatic classification of African elephant (Loxodonta africana) follicular and luteal rumbles," Proceedings of 1st International Conference on Acoustic Communication by Animals, 81-82. University of Maryland, College Park, MD, July 27-30. |
Clemins, P. J., Trawicki, M. B., Adi, K., Tao, J., & Johnson, M. T. (2006). "Generalized perceptual features for vocalization analysis across multiple species," Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP '06), Vol 1, 253-256. Toulouse, France, May 14-19. |
Clemins, P. J., Turnbull, S. E., Rodgers, M., & Zia, A. (2020). "Implementing a Loosely-Coupled Integrated Assessment Model in the Pegasus Workflow Management System," Proceedings of PEARC '20: Practice and Experience in Advanced Research Computing, 176–180. Virtual, July 27-31. DOI: 10.1145/3311790.3396638. |
Neeman, H., Rivera, L., DeStefano, L., Al-Azzawi, H., Brunson, D., Clemins, P. J., Colbry, D., Frye, C., Gesing, S., Gyllinsky, J. V., Klimaszewski-Patterson, A., Phataralaoha, A., Price, T., Tanash, M., & Voss, D. (2021). "An Evaluation of Cyberinfrastructure Facilitators Skills Training in the Virtual Residency Program," Proceedings of PEARC '21: Practice and Experience in Advanced Research Computing, 1-7. Virtual, July 18-22. DOI: 10.1145/3437359.3465560. |
Beckage, N. B., Clemins, P. J., Oikonomou, P. D., Turnbull, S. E., & Zia, A. (2024). "Implementing a Loosely-Coupled Integrated Assessment Model in the Pegasus Workflow Management System." Manuscript submitted
for publication. |
Report Contributions |
National Science Board. (2008). Report to Congress on Interdisciplinary Research at the National Science Foundation (NSB-08-80). Washington, DC: National Science Board. |
National Research Council. (2011). Communicating National Science Foundation Science and Engineering Information to Data Users: Letter Report. Washington, DC: The National Academies Press. |
National Research Council. (2012). Communicating Science and Engineering Data in the Information Age. Washington, DC: The National Academies Press. |
Bayrd, V., Jacobs, G., Schmitz, P., Strachan, S., Clemins, P. J., & Harris, F. C., Jr. (2023). Minding the Gap: Leveraging Cyberinfrastructure to Transform EPSCoR Jurisdictions. NSF EPSCoR Workshop Report. DOI: 10.5281/zenodo.8097562 |
Journal Articles and Book Chapters |
Clemins, P. J., Johnson, M. T., Leong, K. M., & Savage, A. (2005). "Automatic classification and speaker identification of African elephant (Loxodonta africana) vocalizations", The Journal of the Acoustical Society of America 117(2), 956-963. |
Clemins, P. J., & Johnson, M. T. (2006). "Generalized perceptual linear prediction features for animal vocalization analysis", The Journal of the Acoustical Society of America 120(1), 527-534. |
Ren, Y., Johnson, M. T., Clemins, P. J., Darre, M., Stuart Glaeser, S., Osiejuk, T. S., Out-Nyarko, E. (2009). "A Framework for Bioacoustic Vocalization Analysis Using Hidden Markov Models", algorithms 2(4), 1410-1428. |
Clemins, P. J. (2009). Federal R&D in the FY 2010 Budget: An Introduction. In Intersociety Working Group, AAAS Report XXXIV Research & Development FY 2010. Washington, DC: American Association for the Advancement of Science (AAAS). |
Clemins, P. J. (2009). Historical Trends in Federal R&D. In Intersociety Working Group, AAAS Report XXXIV Research & Development FY 2010. Washington, DC: American Association for the Advancement of Science (AAAS). |
Clemins, P. J. (2010). Federal R&D in the FY 2011 Budget: An Introduction. In Intersociety Working Group, AAAS Report XXXIV Research & Development FY 2011. Washington, DC: American Association for the Advancement of Science (AAAS). |
Clemins, P. J. (2010). Historical Trends in Federal R&D. In Intersociety Working Group, AAAS Report XXXIV Research & Development FY 2011. Washington, DC: American Association for the Advancement of Science (AAAS). |
Clemins, P. J. (2011). Federal R&D in the FY 2012 Budget: An Introduction. In Intersociety Working Group, AAAS Report XXXIV Research & Development FY 2012. Washington, DC: American Association for the Advancement of Science (AAAS). |
Clemins, P. J. (2011). Historical Trends in Federal R&D. In Intersociety Working Group, AAAS Report XXXIV Research & Development FY 2012. Washington, DC: American Association for the Advancement of Science (AAAS). |
Blumstein, D. T., Mennill, D. J., Clemins, P., Girod, L., Yao, K., Patricelli, G., Deppe, J. L., Krakauer, A. H., Clark, C., Cortopassi, K. A., Hanser, S. F., McCowen, B., Ali, A. M., Kirschel, A. N. G. (2011). "Acoustic monitoring in terrestrial environments using microphone arrays: applications, technological considerations and prospectus", Journal of Applied Ecology 48(3), 758-767. DOI: 10.1111/j.1365-2664.2011.01993.x. |
Winter, J. M., Beckage, B., Bucini, G., Horton, R. M., & Clemins, P. J. (2016). "Development and Evaluation of High-Resolution Climate Simulations over the Mountainous Northeastern United States", Journal of Hydrometeorology, 17(3), 881-896. DOI: 10.1175/JHM-D-15-0052.1. |
Zia, A., Bomblies, A., Schroth, A. W., Koliba, C., Isles, P. D. F., Tsai, Y., Mohammed, I. N., Bucini, G., Clemins, P. J., Turnbull, S., Rodgers, M., Hamed, A., Beckage, B., Winter, J., Adair, C., Galford, G. L., Rizzo, D., & Van Houten, J. (2016). "Coupled impacts of climate and land use change across a river-lake continuum: insights from an integrated assessment model of Lake Champlain's Missisquoi Basin, 2000-2040", Environmental Research Letters, 11(11), 114026. DOI: 10.1088/1748-9326/11/11/114026. |
Johnson, M. T. & Clemins, P. J. (2017). Hidden Markov Model Signal Classification. In C. Brown & T. Riede (Eds.), Comparative Bioacoustics: An Overview (pp. 358-414). Sharjah, UAE: Bentham Science Publishers. eISBN: 9781681083179. |
Clemins, P. J., Bucini, G., Winter, J. M., Beckage, B., Towler, E., Betts, A., Cummings, R., & Queiroz, H. C. (2019). "An Analog Approach for Weather Estimation Using Climate Projections and Reanalysis Data", Journal of Applied Meteorology and Climatology, 58(8), 1763–1777. DOI: 10.1175/JAMC-D-18-0255.1. |
Huang, H., Winter, J. M., Osterberg, E. C., Hanrahan, J., Bruyère, C. L., Clemins, P. J., & Beckage, B. (2020). "Simulating Precipitation and Temperature in the Lake Champlain Basin using a Regional Climate Model: Limitations and Uncertainties", Climate Dynamics, 54(1-2), 69-84. DOI: 10.1007/s00382-019-04987-8. |
Holthuijzen, M., Beckage, B., Clemins, P. J., Higdon, D., & Winter, J. M. (2021). "Constructing High-Resolution, Bias-Corrected Climate Products: A Comparison of Methods", Journal of Applied Meteorology and Climatology, 60(4), 455–475. DOI: 10.1175/JAMC-D-20-0252.1. |
Hanrahan, J., Langlois, J., Cornell, L., Huang, H., Winter, J., Clemins, P. J., Beckage, B., & Bruyère, C. (2021). "Examining the Impacts of Great Lakes Temperature Perturbations on Simulated Precipitation in the Northeastern United States", Journal of Applied Meteorology and Climatology, 60(7), 935–949. DOI: 10.1175/JAMC-D-20-0169.1. |
Hecht, J. S., Zia, A., Clemins, P. J., Schroth, A. W., Winter, J. M., Oikonomou, P. D., & Rizzo, D. M. (2022). "Modeling the sensitivity of cyanobacteria blooms to plausible changes in precipitation and air temperature variability", Science of the Total Environment, 812, 151586. DOI: 10.1016/j.scitotenv.2021.151586. |
Zia, A., Schroth, A. W., Hecht, J. S., Isles, P., Clemins, P. J., Turnbull, S., Bitterman, P., Tsai, Y., Mohammed, I. N., Bucini, G., Doran, E. M. B., Koliba, C., Bomblies, A., Beckage, B., Winter, J., Adair, E. C., Rizzo, D. M., Gibson, W., & Pinder, G. (2022). "Climate change-legacy phosphorus synergy hinders lake response to aggressive water policy targets", Earth's Future, 10(5), e2021EF002234. DOI: 10.1029/2021EF002234. |
Holthuijzen, M., Beckage, B., Clemins, P. J., Higdon, D., & Winter, J. M. (2022). "Robust bias-correction of precipitation extremes using a novel hybrid empirical quantile mapping method: Advantages of a linear correction for extremes", Theoretical and Applied Climatology, 149, 863-882. DOI: 10.1007/s00704-022-04035-2. |
Picard, C. J., Winter, J. M., Cockburn, C. F., Hanrahan, J., Clemins, P. J., & Beckage, B.(2023). "Twenty-first century increases in total and extreme precipitation across the Northeastern United States", Climatic Change, 176, 72. DOI: 10.1007/s10584-023-03545-w. |
Holthuijzen, M., Higdon, D., Beckage, B., & Clemins, P. J. (2023). "Novel application of a process convolution approach for calibrating output from numerical models", Environmetrics, e2822. DOI: 10.1002/env.2822. |
Theses |
Clemins, P. J. (2000). Java Application Programmer's Interface (API) for Heuristic Tree Search Algorithms. Masters Thesis. Milwaukee, WI: Marquette University. |
Clemins, P. J. (2005). Automatic Speaker Identification and Classification of Animal Vocalizations. Doctoral Dissertation. Milwaukee, WI: Marquette University. |