Explore a selection of works produced by the Michigan Tech Research Institute.

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Submissions from 2024

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Droplet Growth or Evaporation does not Buffer the Variability in Supersaturation in Clean Clouds, Jesse Anderson, Ian Helman, Raymond Shaw, and Will Cantrell

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Dynamic insights into mitochondrial function: Monitoring viscosity and SO levels in living cells, Dilka Liyana Arachchige, Sushil K. Dwivedi, Adenike Olowolagba, Joseph Peters, Ashlyn Colleen Beatty, Alicia Guo, Crystal Wang, Thomas Werner, Rudy Luck, and Haiying Liu

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Underwater Simultaneous Enhancement and Super-Resolution Impact Evaluation on Object Detection, Ali Awad, Nusrat Zahan, Evan Lucas, Timothy C. Havens, Sidike Paheding, and Ashraf Saleem

Using remote sensing to map degraded mountain peatlands with high climate mitigation potential in Colombia's Central Cordillera, Michael Battaglia, Angela Lafuente, Juan C. Benavides, Erik A. Lilleskov, Rodney Chimner, Laura Bourgeau-Chavez, and Patrick Nicolás Skillings-Neira

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Assessing water clarity status and long-term trends in North America's largest lakes using ESA's Ocean Colour Climate Change Initiative (OC-CCI) products, Caren Binding, Matt Morison, Michael Sayers, Karl Bosse, Xinhua Zhu, Chuiqing Zeng, and Varunan Theenathayalan

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On Generalized Additive Models for Representation of Solar EUV Irradiance, Daniel A. Brandt, Erick F. Vega, and Aaron J. Ridley

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Novel metrics of sleep-disordered breathing are associated with outcome after ischemic stroke, Devin L. Brown, Joseph W. Burns, Madeline Kwicklis, Xu Shi, Ronald D. Chervin, Erin Case, Lewis B. Morgenstern, Virend K. Somers, and Lynda D. Lisabeth

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Phytoplankton composition from sPACE: Requirements, opportunities, and challenges, Ivona Cetinić, Cecile S. Rousseaux, Ian T. Carroll, Alison P. Chase, Sasha J. Kramer, P. Jeremy Werdell, David A. Siegel, Heidi M. Dierssen, Dylan Catlett, Aimee Neeley, Inia M. Soto Ramos, Jennifer L. Wolny, Natasha Sadoff, Erin Urquhart, Toby K. Westberry, Dariusz Stramski, Nima Pahlevan, Bridget N. Seegers, Emerson Sirk, Priscila Kienteca Lange, Ryan A. Vandermeulen, Jason R. Graff, James G. Allen, Peter Gaube, Lachlan I.W. McKinna, S. Morgaine McKibben, Caren E. Binding, Violeta Sanjuan Calzado, and Michael Sayers

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Generative EO/IR multi-scale vision transformer for improved object detection, Jonathan Christian, Max Bright, Jason Summers, Ashley Olson, and Timothy C. Havens

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Developing Robust Autonomous Vehicles with ROS, Dylan J. Kangas, Mohamed Salem, Kevin Li, Tyler Ryynanen, Steven A. Senczyszyn, Anthony Pinar, Steven R. Price, Stanton R. Price, Stephen L. Taylor, Timothy O. Murphy, and Timothy C. Havens

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Species Abundance Modelling of Arctic-Boreal Zone Ducks Informed by Satellite Remote Sensing, Michael Allan Merchant, Michael Battaglia, Nancy H. French, Kevin Smith, Howard V. Singer, Llwellyn Armstrong, Vanessa B. Harriman, and Stuart Slattery

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Arctic ice-wedge landscape mapping by CNN using a fusion of Radarsat constellation Mission and ArcticDEM, Michael Merchant, Laura Bourgeau-Chavez, Masoud Mahdianpari, Brian Brisco, Mayah Obadia, Ben DeVries, and Aaron Berg

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The above L-band and P-band airborne synthetic aperture radar surveys, Charles E. Miller, Peter C. Griffith, Elizabeth Hoy, Naiara S. Pinto, Yunling Lou, Scott Hensley, Bruce D. Chapman, Jennifer Baltzer, Kazem Bakian-Dogaheh, W. Robert Bolton, Laura Bourgeau-Chavez, Richard H. Chen, Byung Hun Choe, Leah K. Clayton, Thomas A. Douglas, Nancy H. French, Jean E. Holloway, Gang Hong, Lingcao Huang, Go Iwahana, Liza K. Jenkins, John S. Kimball, Tatiana Loboda, Michelle Mack, Philip Marsh, Roger J. Michaelides, Mahta Moghaddam, Andrew Parsekian, Kevin Schaefer, Paul R. Siqueira, and Debjani Singh

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Automated Concrete Bridge Deck Inspection Using Unmanned Aerial System (UAS)-Collected Data: A Machine Learning (ML) Approach, Rojal Pokhrel, Reihaneh Samsami, Saida Elmi, and Colin Brooks

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Health Impacts of Future Prescribed Fire Smoke: Considerations From an Exposure Scenario in California, Andrew Rosenberg, Sumi Hoshiko, Joseph R. Buckman, Kirstin R. Yeomans, Thomas Hayashi, Samantha J. Kramer, Shih Ming Huang, Nancy H. French, and Ana G. Rappold

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As-Built Building Information Model (BIM) Development for Highway Construction Projects Using Uncrewed Aerial System (UAS) Data, Reihaneh Samsami, Amlan Mukherjee, and Colin Brooks

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Comparing Performance of Robot Operating System (ROS) Mapping Algorithms in the Presence of Degraded or Obscured Depth Sensors, Steven A. Senczyszyn, Anthony Pinar, Mohamed Salem, Elizabeth Donoghue, Shelby Wills, Moira Broestl, Adam J. Webb, Timothy C. Havens, and Stanton R. Price

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Sphere-Graph: A Compact 3D Topological Map for Robotic Navigation and Segmentation of Complex Environments, Meryl Spencer, Reid W. Sawtell, and Sarah Kitchen

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Kernel Based Method for Distributed Feature Tracking of Real-world Targets, Meryl Spencer, Riley Sechrist, Sarah Kitchen, and Peter Zulch

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Impacts of wildfires on boreal forest ecosystem carbon dynamics from 1986 to 2020, Yiming Xu, Qianlai Zhuang, Bailu Zhao, Michael Billmire, Christopher Cook, Jeremy Graham, Nancy H. F. French, and Ronald Prinn

Works from 2023

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Optimizing Heterogeneous Platform Allocation Using Reinforcement Learning, Xavier Brumwell, Sarah Kitchen, and Peter Zulch

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Simulating spatio-temporal dynamics of surface PM emitted from Alaskan wildfires, Dong Chen, Michael Billmire, Christopher P. Loughner, Allison Bredder, Nancy H. French, Hyun Cheol Kim, and Tatiana V. Loboda

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Discrimination of GLUTs by Fructose Isomers Enables Simultaneous Screening of GLUT5 and GLUT2 Activity in Live Cells, Nazar Gora, Lukasz J. Weselinski, Vagarshak Begoyan, Andrew Cooper, Jun-Yong Choe, and Marina Tanasova

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Modelling Waterfowl Abundance Within The NASA Above Domain, Michael Merchant, Michael Battaglia, Nancy H. French, Kevin Smith, Howie Singer, Vanessa Harriman, Llwellyn Armstrong, and Stuart Slattery

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Comprehensive GPR Signal Analysis via Descriptive Statistics and Machine Learning, Himan Namdari, Majid Moradikia, Douglas Todd Petkie, Radwin Askari, and Seyed Zekavat

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Wood-Based Carbon Storage in the Mackenzie River Delta: The World's Largest Mapped Riverine Wood Deposit, Alicia Sendrowski, Ellen Wohl, Robert Hilton, Natalie Kramer, and Philippa Ascough

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Kernel Based Method for Distributed Derived Feature Tracking in High Dimensions, Meryl Spencer, Joseph Paki, Sarah Kitchen, and Peter Zulch

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Validation of ICESat-2 derived data products on freshwater lakes: Bathymetry, diffuse attenuation coefficient for downwelling irradiance (Kd), and particulate backscatter coefficient (bbp), Ray H. Watkins, Michael Sayers, Robert A. Shuchman, and Karl Bosse

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Multi-Sensor and Multi-Scale Remote Sensing Approach for Assessing Slope Instability along Transportation Corridors Using Satellites and Uncrewed Aircraft Systems, Marta Zocchi, Anush Kasaragod, Abby Jenkins, Chris Cook, Richard Dobson, Thomas Oommen, Dana Van Huis, Beau Taylor, Colin Brooks, Roberta Marini, Francesco Troiani, and Paolo Mazzanti

Works from 2022

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Statistical Characterization of GITM Thermospheric Horizontal Winds in Comparison to GOCE Estimations, Daniel A. Brandt and Aaron J. Ridley

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Classification of Eurasian Watermilfoil (Myriophyllum spicatum) Using Drone-Enabled Multispectral Imagery Analysis, Colin Brooks, Amanda Grimm, Amy Marcarelli, Nicholas Marion, Robert Shuchman, and Michael Sayers

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Characterization of site-specific vegetation activity in Alaskan wet and dry tundra as related to climate and soil state, Michael Gregory Brown, Kyle C. McDonald, Reiner Zimmermann, Nicholas Steiner, Stephanie DeVries, and Laura Bourgeau-Chavez

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Bottom-up drivers of future fire regimes in western boreal North America, Adrianna C. Foster, Jacquelyn K. Shuman, Brendan M. Rogers, Xanthe J. Walker, Michelle C. Mack, Laura Bourgeau-Chavez, Sander Veraverbeke, and Scott J. Goetz

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Disturbances in North American boreal forest and Arctic tundra: impacts, interactions, and responses, Adrianna C. Foster, Jonathan A. Wang, Gerald V. Frost, Scott J. Davidson, Elizabeth Hoy, Kevin W. Turner, Oliver Sonnentag, Howard Epstein, Logan T. Berner, Amanda H. Armstrong, Mary Kang, Brendan M. Rogers, Elizabeth Campbell, Kimberley R. Miner, Kathleen M. Orndahl, Laura Bourgeau-Chavez, David A. Lutz, Nancy H. F. French, Dong Chen, Jinyang Du, Tatiana A. Shestakova, Jacquelyn K. Shuman, Ken Tape, Anna Maria Virkkala, Christopher Potter, and Scott Goetz

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Cloud-to-Ground Lightning and Near-Surface Fire Weather Control Wildfire Occurrence in Arctic Tundra, Jiaying He, Tatiana V. Loboda, Dong Chen, and Nancy H. F. French

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Importance of GLUT Transporters in Disease Diagnosis and Treatment, Abdelrahman Ismail and Marina Tanasova

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Multi-timescale Sensor Fusion and Control, Sarah Kitchen and Joseph Paki

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Using wildland fire smoke modeling data in gerontological health research (California, 2007–2018), Patricia D. Koman, Michael Billmire, Kirk R. Baker, Julie M. Carter, Brian J. Thelen, Nancy H. F. French, and Sue Anne Bell

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A Comparison of Multitemporal Airborne Laser Scanning Data and the Fuel Characteristics Classification System for Estimating Fuel Load and Consumption, T. Ryan McCarley, Andrew T. Hudak, Joseph C. Restaino, Michael Billmire, Nancy H. F. French, Roger D. Ottmar, Bridget Hass, Kyle Zarzana, Tristan Goulden, and Rainer Volkamer

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Semiautomated Software to Improve Stability and Reduce Operator-Induced Variation in Vascular Ultrasound Speckle Tracking, Nirmala Rajaram, Brian J. Thelen, James D. Hamilton, Yihao Zheng, Timothy Morgan, Miguel Angel Funes-Lora, Lenar Yessayan, Albert J. Shih, Peter Henke, Nicholas Osborne, Brandie Bishop, Venkataramu N. Krishnamurthy, and William F. Weitzel

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Application of Unmanned Aerial System (UAS) in Highway Construction Progress Monitoring Automation, Reihaneh Samsami, Amlan Mukherjee, and Colin Brooks

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Mapping Unmanned Aerial System Data onto Building Information Modeling Parameters for Highway Construction Progress Monitoring, Reihaneh Samsami, Amlan Mukherjee, and Colin Brooks

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Challenges in downstream purification of gene therapy viral vectors, Nripen Singh and Caryn L. Heldt

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Spectral Indices of Vegetation Condition and Soil Water Content Reflect Controls on CH4 and CO2 Exchange in Sphagnum-Dominated Northern Peatlands, Colin Tucker, Ally O’Neill, Karl M. Meingast, Laura L. Bourgeau-Chavez, Erik Lilleskov, and Evan S. Kane

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Penalized least-squares for imaging with hypertelescopes, Adam Webb and Michael Roggemann

Works from 2021

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Multi-source eo for dynamic wetland mapping and monitoring in the great lakes basin, Michael Battaglia, Sarah Banks, Amir Behnamian, and Laura Bourgeau-Chavez

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Measuring the Impact of the COVID-19 Shutdown on Great Lakes Water Quality Using Remote Sensing, Karl Bosse, Michael Sayers, Robert Shuchman, John Lekki, and Roger Tokars

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IMPROVING PEATLAND MAPPING AND MONITORING CAPABILITY ACROSS BROAD REGIONS USING SAR IN CLOUD COMPUTING PLATFORMS, Laura Bourgeau-Chavez, Michael Battaglia, Andrew Poley, Dorthea J. Leisman, Jeremy Graham, and Sarah L. Grelik

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Using uncrewed aerial vehicles for identifying the extent of invasive phragmites australis in treatment areas enrolled in an adaptive management program, Colin Brooks, Charlotte Weinstein, Andrew Poley, Amanda Grimm, Nicholas Marion, Laura Bourgeau-Chavez, Dana Hansen, and Kurt Kowalski

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Tracking changes in inundation extent of a boreal wetland in Alaska using L-band SAR, Bruce Chapman, Eric S. Kasischke, Nancy H. F. French, Danielle L. Rupp, and Evan S. Kane

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Active layer thickness as a function of soil water content, Leah K. Clayton, Kevin Schaefer, Michael Battaglia, Laura Bourgeau-Chavez, Jingyi Chen, Richard H. Chen, Albert Chen, Kazem Bakian-Dogaheh, Sarah L. Grelik, Elchin Jafarov, Lin Liu, Roger John Michaelides, Mahta Moghaddam, Andrew D. Parsekian, Adrian V. Rocha, Sean R. Schaefer, Taylor Sullivan, Alireza Tabatabaeenejad, Kang Wang, Cathy J. Wilson, Howard A. Zebker, Tingjun Zhang, and Yuhuan Zhao

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Consequences of a future increase in fire: The human health perspective, Nancy H. F. French, Tatiana Loboda, and Robin Puett

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Ultrasound Measurement of Vascular Distensibility Based on Edge Detection and Speckle Tracking Using Ultrasound DICOM Data, Miguel Angel Funes-Lora, Brian J. Thelen, Albert J. Shih, James Hamilton, Nirmala Rajaram, Jingxuan Lyu, Yihao Zheng, Timothy Morgan, and William F. Weitzel

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Impacts of wildfire and landscape factors on organic soil properties in Arctic tussock tundra, Jiaying He, Dong Chen, Liza K. Jenkins, and Tatiana V. Loboda

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The third generation of pan-canadian wetland map at 10 m resolution using multisource earth observation data on cloud computing platform, Masoud Mahdianpari, Brian Brisco, Jean Granger, Fariba Mohammadimanesh, Bahram Salehi, Saeid Homayouni, and Laura Bourgeau-Chavez

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The May 19, 2020, Failure of Edenville Dam near Midland, Michigan, Daniel Pradel, Adam Lobbestael, Colin N. Brooks, Richard Dobson, Nicholas Marion, Thomas Oommen, and et. al.

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A new method to estimate global freshwater phytoplankton carbon fixation using satellite remote sensing: initial results, Michael Sayers, Gary L. Fahnenstiel, Robert Shuchman, and Karl Bosse

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Enhancing Great Lakes coastal ecosystems research by initiating engagement between scientists and decision-makers, Charlotte Weinstein, Laura Bourgeau-Chavez, Sherry L. Martin, William S. Currie, Katherine Grantham, Quercus F. Hamlin, David W. Hyndman, Kurt P. Kowalski, Jason P. Martina, and Doug Pearsall

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Sono-angiography for dialysis vascular access based on the freehand 2D ultrasound scanning, William F. Weitzel, Nirmala Rajaram, Venkataramu N. Krishnamurthy, James Hamilton, Brian Thelen, Yihao Zheng, Timothy Morgan, Miguel Angel Funes-Lora, Lenar Yessayan, Brandie Bishop, and Albert J. Shih

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Detecting High-Resolution Intramural Vascular Wall Strain Signals Using DICOM Data, William F. Weitzel, Brian Thelen, Nirmala Rajaram, Jing Gao, James Hamilton, Timothy Morgan, Yihao Zheng, Miguel Angel Funes-Lora, Venkataramu N. Krishnamurthy, Nicholas Osborne, Peter Henke, Brandie Bishop, Lenar Yessayan, and Albert J. Shih

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Angioplasty Induced Changes in Dialysis Vascular Access Compliance, Yihao Zheng, Brian J. Thelen, Nirmala Rajaram, Venkataramu N. Krishnamurthy, James Hamilton, Miguel Angel Funes-Lora, Timothy Morgan, Lenar Yessayan, Brandie Bishop, Nickolas Osborne, Peter Henke, Albert J. Shih, and William F. Weitzel

Works from 2020

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Exploring polarimetric phase of microwave backscatter from Typha wetlands, Don K. Atwood, Michael Battaglia, Laura Bourgeau-Chavez, Frank Ahern, Kevin Murnaghan, and Brian Brisco

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Advances in remote sensing of great lakes algal blooms, Caren E. Binding, Richard P. Stumpf, Robert Shuchman, and Michael Sayers

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Assessing Boreal Peat Fire Severity and Vulnerability of Peatlands to Early Season Wildland Fire, Laura Bourgeau-Chavez, Sarah L. Grelik, Michael Billmire, Liza K. Jenkins, Eric S. Kasischke, and Merritt R. Turetsky

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Quantifying surface severity of the 2014 and 2015 fires in the Great Slave Lake area of Canada, Nancy H. F. French, Jeremy Graham, Ellen Whitman, and Laura Bourgeau-Chavez

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A method for estimating the socioeconomic impact of Earth observations in wildland fire suppression decisions, Vincent Herr, Adam K. Kochanski, Van V. Miller, Rich McCrea, Dan O’Brien, and Jan Mandel

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Satellite-based decadal change assessments of pan-Arctic environments., Liza K. Jenkins, Tom Barry, Karl Bosse, William S Currie, Tom Christensen, Sara Longan, Robert Shuchman, Danielle Tanzer, and Jason J Taylor

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Quantifying how sources of uncertainty in combustible biomass propagate to prediction of wildland fire emissions, Maureen C. Kennedy, Susan J. Prichard, Donald McKenzie, and Nancy H. F. French

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The Second Generation Canadian Wetland Inventory Map at 10 Meters Resolution Using Google Earth Engine, Masoud Mahdianpari, Brian Brisco, Jean Elizabeth Granger, Fariba Mohammadimanesh, Bahram Salehi, Sarah Banks, Saeid Homayouni, Laura Bourgeau-Chavez, and Qihao Weng

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Big Data for a Big Country: The first generation of Canadian wetland inventory map at a spatial resolution of 10-m using Sentinel-1 and Sentinel-2 data on the Google Earth engine cloud computing platform, Masoud Mahdianpari, Bahram Salehi, Farida Mohammadimanesh, Brian Brisco, Saeid Homayouni, Eric Gill, Evan R. DeLancey, and Laura Bourgeau-Chavez

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Carbon Fixation Trends in Eleven of the World’s Largest Lakes: 2003–2018, Michael Sayers, Karl Bosse, Gary L. Fahnenstiel, and Robert Shuchman

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Development of a Procedure to Correlate, Validate and Confirm Radar Characteristics of Surrogate Targets for ADAS Testing, Jordan Silberling, George Nicols, William Buller, and John Lenkeit

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Mapping Kenyan grassland heights across large spatial scales with combined optical and radar satellite imagery, Olivia S. B. Spagnuolo, Julie C. Jarvey, Michael Battaglia, Zachary Laubach, Mary Ellen Miller, Kay E. Holekamp, and Laura Bourgeau-Chavez

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Arctic terrestrial biodiversity status and trends: A synopsis of science supporting the CBMP State of Arctic Terrestrial Biodiversity Report., Jason J Taylor, James P Lawler, Mora Aronsson, Tom Barry, Anne D Bjorkman, Tom Christensen, Stephen J Coulson, Christine Cuyler, Dorothee Ehrich, Knud Falk, Alastair Franke, Eva Fuglei, Mark A Gillespie, Starri Heiðmarsson, Toke Høye, Liza K. Jenkins, Virve Ravolainen, Paul A Smith, Pawel Wasowicz, and Niels Martin Schmidt

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Patterns of Ecosystem Structure and Wildfire Carbon Combustion Across Six Ecoregions of the North American Boreal Forest, Xanthe J. Walker, Jennifer L. Baltzer, Laura Bourgeau-Chavez, Nicola J. Day, Catherine M. Dieleman, Jill F. Johnstone, Evan Kane, Brendan M. Rogers, Merritt R. Turetsky, Sander Veraverbeke, and Michelle C. Mack

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Fuel availability not fire weather controls boreal wildfire severity and carbon emissions, X. J. Walker, B. M. Rogers, S. Veraverbeke, J. F. Johnstone, J. L. Baltzer, K. Barrett, Laura Bourgeau-Chavez, Liza K. Jenkins, E. S. Kane, and et. al.

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Ultrasound speckle tracking to detect vascular distensibility changes from angioplasty and branch ligation in a radio-cephalic fistula: Use of novel open source software, William F. Weitzel, Nirmala Rajaram, Yihao Zheng, Brian Thelen, Venkataramu N. Krishnamurthy, James Hamilton, Miguel Angel Funes Lora, Timothy Morgan, Albert J. Shih, and Lennar Yessayan

Works from 2019

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Data logistics: Toolkit and applications, Micah Beck, Terry Moore, Nancy H. F. French, Ezra Kissel, and Martin Swany

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Spatial-temporal variability of in situ cyanobacteria vertical structure in Western Lake Erie: Implications for remote sensing observations, Karl Bosse, Michael Sayers, Robert Shuchman, Gary L. Fahnenstiel, Steven A. Ruberg, David L. Fanslow, Dack G. Stuart, Thomas H. Johengen, and Ashley M. Burtner

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Multiscale collection and analysis of submerged aquatic vegetation spectral profiles for Eurasian watermilfoil detection, Colin Brooks, Amanda Grimm, Amy Marcarelli, and Richard Dobson

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Regional scale dryland vegetation classification with an integrated lidar-hyperspectral approach, Hamid Dashti, Andrew Poley, Nancy Glenn, Nayani Ilangakoon, Lucas Spaete, Dar Roberts, and et. al.

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Benefit of Xpol for urban classification using SAR images, R. Guinvarc’h, L. Thirion-Lefevre, and D. K. Atwood

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Mapping fractional cover of major fuel type components across Alaskan tundra, Jiaying He, Tatiana Loboda, Liza K. Jenkins, and Dong Chen

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Experimental evaluation of unmanned aerial system for measuring bridge movement, Frank Jalinoos, Mohsen Amjadian, Anil Agrawal, Colin Brooks, and David Banach

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Observations of internal waves generated by an anticyclonic eddy: a case study in the ice edge region of the Greenland Sea, O. M. Johannessen, S. Sandven, I. P. Chunchuzov, and R. A. Shuchman

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Lidar (light detection and ranging) and benthic invertebrate investigations: Migrating tailings threaten Buffalo Reef in Lake Superior, Charlie Kerfoot, Martin M. Hobmeier, Robert Regis, Varsha K. Raman, Colin Brooks, Robert Shuchman, Michael Sayers, Foad Yousef, and Molly Reif

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MI-Environment: Geospatial patterns and inequality of relative heat stress vulnerability in Michigan, Patricia D. Koman, Frank Romo, Peter Swinton, Graciela Mentz, Ricardo de Majo, Matt Battaglia, and et. al.

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Determining remote sensing spatial resolution requirements for the monitoring of harmful algal blooms in the Great Lakes, John Lekki, Eric Deutsch, Michael Sayers, Karl Bosse, Robert Anderson, Roger Tokars, and Reid W. Sawtell

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Fire behaviour and smoke modelling: model improvement and measurement needs for next-generation smoke research and forecasting systems, Yongqiang Liu, Adam Kochanski, Kirk R. Baker, William Mell, Rodman Linn, Ronan Paugam, Nancy H. F. French, and et al.

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Extending the forecast model: Predicting Western Lake Erie harmful algal blooms at multiple spatial scales, Nathan F. Manning, Yu-Chen Wang, Colleen M. Long, Isabella Bertani, Michael Sayers, Karl Bosse, Robert Shuchman, and Donald Scavia

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Minnesota DOT EPD pilot project: Development of a sustainable procurement roadmap, Amlan Mukherjee and Lianna Miller

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Evaluating visible derivative spectroscopy by varimax-rotated, principal component analysis of aerial hyperspectral images from the western basin of Lake Erie, Joseph D. Ortiz, Dulci M. Avouris, Stephan J. Schiller, Jeffrey C. Luvall, John D. Lekki, Roger P. Tokars, Robert C. Anderson, Robert Shuchman, Michael Sayers, and Richard Becker

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Next‐generation biomass mapping for regional emissions and carbon inventories: Incorporating uncertainty in wildland fuel characterization, Susan Prichard, Maureen Kennedy, Anne Andreu, Paige Eagle, Nancy H.F. French, and Michael G. Billmire

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Buried object imaging using a small UAS-based GPR, Christopher Roussi, Ismael Xique, Joseph W. Burns, and Benjamin E. Hart

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Real time HABs mapping using NASA Glenn hyperspectral imager, Reid W. Sawtell, Robert Anderson, Roger Tokars, John D. Lekki, Robert Shuchman, Karl Bosse, and Michael Sayers

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Spatial and temporal variability of inherent and apparent optical properties in western Lake Erie: Implications for water quality remote sensing, Michael Sayers, Karl Bosse, Robert Shuchman, Steven A. Ruberg, Gary L. Fahnenstiel, George Leshkevich, and et al.

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Satellite monitoring of harmful algal blooms in the Western Basin of Lake Erie: A 20-year time-series, Michael Sayers, Amanda Grimm, Robert Shuchman, Karl Bosse, Gary L. Fahnenstiel, Steven A. Ruberg, and George A. Leshkevich

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Maternal Voice and Infant Sleep in the Neonatal Intensive Care Unit., Renée A Shellhaas, Joseph W. Burns, John D E Barks, Fauziya Hassan, and Ronald D Chervin

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Remote sensing of harmful algal blooms (HABs) in Lake Erie and other surrounding inland waters: Foreword to special section, Robert Shuchman, Caren Binding, George Leshkevich, and Joseph Ortiz

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Terrain and war: Measuring topographic and land cover heterogeneity in interstate wars, 1816–2003, Connor JS Sutton and Michael Battaglia