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, Kurt Kowalski
Michigan Tech Publications

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

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

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

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, Jason J Taylor
Michigan Tech Publications

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, Laura Bourgeau-Chavez
Michigan Tech Publications

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

Picturing beach erosion and deposition trends using PSInSAR: an example from the non-barred southern west coast of India, K. S. Sajinkumar, H. S. Bincy, E. H. Bouali, T. Oommen, C. L. Vishnu, Y. Anilkumar, K. P. Thrivikramji, S. Keerthy
Michigan Tech Publications

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, Laura Bourgeau-Chavez
Michigan Tech Publications

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, Jan Mandel
Michigan Tech Publications

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, Michael G. Billmire
Michigan Tech Publications

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, et. al.
Michigan Tech Publications

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

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

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

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

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, et al.
Michigan Tech Publications

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

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, George A. Leshkevich
Michigan Tech Publications

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, Reid W. Sawtell
Michigan Tech Publications

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, et al.
Michigan Tech Publications

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, Richard Becker
Michigan Tech Publications

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, Joseph Ortiz
Michigan Tech Publications

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, Ashley M. Burtner
Michigan Tech Publications

Oil spills detection by means of UAS and low-cost airborne thermal sensors, A. Al-Shammari, Eugene Levin, R. Shults
School of Technology Publications

Semi-automated surface water detection with synthetic aperture radar data: A wetland case study, Amir Behnamian, Sarah Banks, Lori White, Brian Brisco, Koreen Millard, Jon Pasher, Zhaohua Chen, Jason Duffe, Laura Bourgeau-Chavez, Michael Battaglia
Michigan Tech Publications

NOVEL METHODS FOR QUANTIFYING SPATIO-TEMPORAL CHANGE IN GLACIATED AND SUBAQUEOUS ENVIRONMENTS, Jordan Mertes
Dissertations, Master's Theses and Master's Reports

Identification of woodland vernal pools with seasonal change PALSAR data for habitat conservation, Laura Bourgeau-Chavez, Yu Man Lee, Michael Battaglia, Sarah L. Endres, Zachary Laubach, Kirk Scarbrough
Michigan Tech Publications

ASSESSMENT OF LAND COVER AND RIPARIAN ZONES FOR THE FORD RESEARCH FOREST - HICKEY CREEK/STURGEON RIVER AND FALLS RIVER SUBWATERSHEDS, Fay Dearing
Dissertations, Master's Theses and Master's Reports - Open

OBJECT-BASED CLASSIFICATION OF EARTHQUAKE DAMAGE FROM HIGH-RESOLUTION OPTICAL IMAGERY USING MACHINE LEARNING, James Bialas
Dissertations, Master's Theses and Master's Reports - Open

EXPLORATION OF THE MTSAT2 SATELLITE CAPABILITIES FOR REAL TIME DETECTION AND CHARACTERIZATION OF VOLCANIC EMISSIONS, Nicholas R. Stewart
Dissertations, Master's Theses and Master's Reports - Open

BEYOND ROOTS ALONE: NOVEL METHODOLOGIES FOR ANALYZING COMPLEX SOIL AND MINIRHIZOTRON IMAGERY USING IMAGE PROCESSING AND GIS TOOLS, Justina A. Silva
Dissertations, Master's Theses and Master's Reports - Open

APPLICATION OF AN IMPUTATION METHOD FOR GEOSPATIAL INVENTORY OF FOREST STRUCTURAL ATTRIBUTES ACROSS MULTIPLE SPATIAL SCALES IN THE LAKE STATES, U.S.A., Ram K. Deo
Dissertations, Master's Theses and Master's Reports - Open

DEEP LEARNING METHODS FOR MULTIBAND EXPLOSIVE HAZARD DETECTION USING L-BAND AND X-BAND FORWARD-LOOKING GROUND-PENETRATING RADAR, John T. Becker
Dissertations, Master's Theses and Master's Reports - Open

IMPLEMENTATION OF PHOTOGRAMMETRY TO IMPROVE PROACTIVE ASSESSMENT OF RETAINING WALLS ALONG TRANSPORTATION CORRIDORS, Daniel J. Cerminaro
Dissertations, Master's Theses and Master's Reports - Open

Detecting changes in surface moisture and water table position with spectral changes in surface vegetation in northern peatlands, Karl Michael Meingast
Dissertations, Master's Theses and Master's Reports - Restricted

CHARACTERIZING THE FIRST HISTORIC ERUPTION OF NABRO, ERITREA: INSIGHTS FROM THERMAL AND UV REMOTE SENSING, Christine Ruth Sealing
Dissertations, Master's Theses and Master's Reports - Open

A STUDY OF SO2 EMISSIONS AND GROUND SURFACE DISPLACEMENTS AT LASTARRIA VOLCANO, ANTOFAGASTA REGION, NORTHERN CHILE, Lucie Guihem Krewcun
Dissertations, Master's Theses and Master's Reports - Open

Applications of LiDAR remote sensing of forest structure in the Upper Great Lakes region, USA, Timothy J. Gebuhr
Dissertations, Master's Theses and Master's Reports - Restricted

Geospatial analysis of western juniper (Juniperus occidentalis) encroachment utilizing remotely sensed data, Aaron James Poznanovic
Dissertations, Master's Theses and Master's Reports - Restricted

TanDEM-X High Resolution DEMs and Their Applications to Flow Modeling, Kelly M. Wooten
Dissertations, Master's Theses and Master's Reports - Open

APPLICATION OF REMOTE SENSING IN AQUATIC ECOSYSTEMS, Foad Yousef
Dissertations, Master's Theses and Master's Reports - Open