Publications

The students, research staff, and faculty of the Digital Imaging and Remote Sensing laboratory prolifically exhibit their world-class research at all of the major international remote sensing conferences and in the top-tiered discipline-specific journals.

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Ientilucci, Emmett J. and John R. Schott. Radiometry and Radiation Propagation. 1st ed. Rochester, NY: Oxford University Press, 2011. Print.

Katuwal, Gajendra, et al. "Automated Fundus Image Field Detection and Quality Assessment." U.S. Patent 9,905,008. 27 Feb. 2018.

Aardt, Jan A. van, et al. "Localisation of Biomass Potentials." Bioenergy from Wood: Sustainable Production in the Tropics, Managing Forest Ecosystems 26. Ed. T. Seifert. Dordrecht, The Netherlands: Springer, 2014. Print.

Aardt, Jan A. van, et al. "Assessing Degradation Across a Land Use Gradient in the Kruger National Park Area Using Advanced Remote Sensing Modalities." Observations on Environmental Change in South Africa. Stellenbosch, Western Cape, South Africa: Sun Press, 2011. 97-103. Print.

Aardt, Jan A. van, et al. "Ecosystems: Case Studies in Capital Intensive Crops Towards System Modeling of Ecosystems Using Integrated Hyperspectral Remote Sensing and In Situ Inputs." Observations on Environmental Change in South Africa. Stellenbosch, Western Cape, South Africa: Sun Press, 2011. 116-123. Print.

Aardt, Jan A. van, et al. "Species-level Classification Using Imaging Spectroscopy for the Detection of Invasive Alien Species." Observations on Environmental Change in South Africa. Stellenbosch, Western Cape, South Africa: SUN PRESS, 2011. 147-153. Print.

Mamaghani, Baabak and Carl Salvaggio. "Multispectral Sensor Calibration and Characterization for sUAS Remote Sensing." Sensors 19. 20 (2019): 4453-4482. Web.

Kaputa, Daniel, et al. "MX-1: A New Multi-Modal Remote Sensing UAS Payload with High Accuracy GPS and IMU." IEEE Xplore 2019 IEEE Systems and Technologies for Remote Sensing Applications Through Unmanned Aerial Systems (STRATUS). (2019): 1-4. Web.

McKay, Troy, et al. "Remotely Detected Vehicle Mass From Engine Torque-induced Frame Twisting." Optical Engineering 56. 6 (2017): 063101-1-063101-8. Web.

Mamaghani, Baabak and Carl Salvaggio. "Comparative Study of Panel and Panelless-Based Reflectance Conversion Techniques for Agricultural Remote Sensing." American Journal of Agricultural Science 6. 4 (2019): 40-58. Web.

Mamaghani, Baabak, M. Grady Saunders, and Carl Salvaggio. "Inherent Reflectance Variability of Vegetation." Agriculture 9. 11 (2019): 246-270. Web.

Han, Sanghui, et al. "Band Selection Method for Subpixel Target Detection Using Only the Target Reflectance Signature." Applied Optics 58. 11 (2019): 2981-2993. Print.

Han, Sanghui and John Kerekes. "Overview of Passive Optical Multispectral and Hyperspectral Image Simulation Techniques." IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 10. 11 (2017): 4794-4804. Print.

Spivey, Alvin J. and Anthony Vodacek. "Multiscale Fourier Landscape Pattern Indices for Landscape Ecology." Journal of Landscape Ecology 11. 2 (2018): 5-30. Web.

Bachmann, Charles M., et al. "A Low-Rate Video Approach to Hyperspectral Imaging of Dynamic Scenes." Journal of Imaging 5. 1 (2018): 6, 1-19. Web.

Eon, Rehman S., Charles M. Bachmann, and Aaron Gerace. "Retrieval of Sediment Fill Factor by Inversion of a Modified Hapke Model Applied to Sampled HCRF from Airborne and Satellite Imagery." Remote Sensing 10. 11 (2018): 1758. Web.

Badura, Gregory P., et al. "A Novel Approach for Deriving LAI of Salt Marsh Vegetation Using Structure from Motion and Multi-Angular Spectra." IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING. (2018): 1 - 15. Web.

Bachmann, Charles M., et al. "A Low-Rate Video Approach to Hyperspectral Imaging of Dynamic Scenes." Journal of Imaging 5. 1 (2018): 6. Web.

Kemker, Ronald, Carl Salvaggio, and Christopher Kanan. "Algorithms for Semantic Segmentation of Multispectral Remote Sensing Imagery Using Deep Learning." ISPRS Journal of Photogrammetry and Remote Sensing 145. November (2018): 60-77. Print.

Yousefhussien, Mohammed, et al. "A Multi-scale Fully Convolutional Network for Semantic Labeling of 3D Point Clouds." ISPRS Journal of Photogrammetry and Remote Sensing 143. September (2018): 191-204. Print.

Kucer, Michal, Alex Loui, and David Messinger. "Leveraging Expert Feature Knowledge for Predicting Image Aesthetics." IEEE Transactions on Image Processing 27. 10 (2018): 5100 - 5112. Print.

Dorado-Munoz, Leidy, David Messinger, and Damien Bove. "Integrating Spatial and Spectral Information for Enhancing Spatial Features in the Gough Map of Great Britain." Journal of Cultural Heritage Research 34. (2018): 159-165. Print.

Fan, Lei and David Messinger. "Joint Spatial-Spectral Hyperspectral Image Clustering Using Block-Diagonal Amplified Affinity Matrix." Optical Engineering 57. 3 (2018): UNK. Web.

Yang, Jie, David Messinger, and Roger Dube. "Bloodstain Detection and Discrimination Impacted by Spectral Shift Using an Interference Filter based VNIR Multispectral Crime Scene Imaging System." Optical Engineering 57. 3 (2018): UNK. Web.

Yousefhussien, Mohammad, et al. "A Multi-scale Fully Convolutional Network for Semantic Labeling of 3D Point Clouds." ISPRS Journal of Photogrammetry and Remote Sensing 143. (2018): 191-204. Web.

Wang, Yue and Emmett Ientilucci. "A Practical Approach to Landsat 8 TIRS Stray Light Correction Using Multi-Sensor Measurements." Journal of Remote Sensing 10. 4 (2018): 589. Web.

Wang, Fan, et al. "Residential Roof Condition Assessment System Using Deep Learning." Journal of Applied Remote Sensing 12. 1 (2018): 1-20. Web.

Cui, Zhaoyu and John Kerekes. "Potential of Red Edge Spectral Bands in Future Landsat Satellites on Agroecosystem Canopy Green Leaf Area Index Retrieval." Remote Sensing 10. 9 (2018): 1-14. Web.

Cui, Zhaoyu and John Kerekes. "Impact of Wavelength Shift in Relative Spectral Response at High Angles of Incidence in Landsat-8 Operational Land Imager and Future Landsat Design Concepts." IEEE Transactions on Geoscience and Remote Sensing 56. 10 (2018): 5873-5883. Print.

Yao, Wei, et al. "A Simulation-Based Approach to Assess Subpixel Vegetation Structural Variation Impacts on Global Imaging Spectroscopy." IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING 56. 7 (2018): 4149-4164. Print.

Tesfamichael, Solomon G., et al. "Retrieval of Narrow-range LAI of at Multiple Lidar Point Densities: Application on Eucalyptus Grandis Plantation." Int J Appl Earth Obs Geoinformation 70. (2018): 93-104. Print.

Sebastián‑González, Esther, et al. "Testing the Acoustic Adaptation Hypothesis with Native and Introduced Birds in Hawaiian Forests." Journal of Ornithology 159. (2018): 827–838. Print.

Gerace, Aaron. "Derivation and Validation of the Stray Light Correction Algorithm for the Thermal Infrared Sensor Onboard Landsat 8." Remote Sensing of the Environment 191. (2017): 246-257. Web.

Bachmann, Charles M., et al. "Modeling and intercomparison of field and laboratory hyperspectral goniometer measurements with G-LiHT imagery of the Algodones Dunes." Journal of Applied Remote Sensing 12. 1 (2017): 012005-1 - 012005-20. Web.

McCorkel, Joel, et al. "An overview of the 2015 Algodones Sand Dunes field campaign to support sensor inter-calibration." Journal of Applied Remote Sensing 12. 1 (2017): 012003-1 - 012003-11. Web.

Hezaveh, Mahshad Mahdavi, Christopher Kanan, and Carl Salvaggio. "Roof Damage Assessment Using Deep Learning." IEEE Xplore Proceedings of the 46th Annual Applied Imagery Pattern Recognition Workshop. (2017): 1-8. Web.

Vodacek, Anthony, Anthony Vodacek, and Bikash Basnet. "Tracking Land Use/Land Cover Dynamics in Cloud Prone Areas Using Moderate Resolution Satellite data: A Case Study in Central Africa." Remote Sensing 7. (2015): 6683--6709. Print.

Vodacek, Anthony, et al. "The Top 10 Conservation Questions that can be Addressed Through Remote Sensing Technologies." Conservation Biology 29. 2 (2015): 350--359. Print.

Vodacek, Anthony, et al. "Feature Matching with an Adaptive Optical Sensor in a Ground Target Tracking System." IEEE Sensors Journal 15. 1 (2015): 510--519. Print.

Vodacek, Anthony, et al. "Integrating Hyperspectral Likelihoods in a Multi-dimensional Assignment Algorithm for Aerial Vehicle Tracking." IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. (2015): --. Print.

Vodacek, Anthony, et al. "Spatial Thinking Ability Assessment in Rwandan Secondary Schools: Baseline Results." Journal of Geography 114. 2 (2015): 39--48. Print.

Bachmann, Charles M., et al. "Wavelength dependence of the bidirectional reflectance distribution function (BRDF) of beach sands." Applied Optics 54. 31 (2015): F243--F255. Print.

Bachmann, Charles M., et al. "A flexible goniometer system: The Goniometer for Outdoor Portable Earth Reflectance (GOPHER)." Submitted to Journal of Applied Remote Sensing. (2015): --. Print.

Bachmann, Charles M., et al. "Soil signature simulation of complex mixtures and particle size distributions." Optical Engineering 54. 9 (2015): 094103-1--094103-10. Print.

Carson, Tyler and Carl Salvaggio. "Soil Signature Simulation in the Thermal Infrared." Optical Engineering 54. 10 (2015): 104102-1-104102-6. Web.

Carson, Tyler, Charles Bachmann, and Carl Salvaggio. "Soil Signature SImulation of Complex Mixtures and Particle Size Distributions." Optical Engineering 54. 9 (2015): 094103-1-094103-10. Web.

Messinger, David W., et al. "Spatial Segmentation of Multi/hyperspectral Imagery by Fusion of Spectral-gradient-textural Attributes." SPIE Journal of Applied Remote Sensing 9. 1 (2015): 1--37. Print.

Ientilucci, Emmett J. and Emmett J. Ientilucci. "Fusion of LADAR and Hyperspectral Data with an Application in Material Identification." IEEE Geoscience and Remote Sensing Magazine. (2015): --. Print.

Kerekes, John P., John P. Kerekes, and Jiashu Zhang. "An Adaptive Density-based Model for Extracting Surface Returns from Photon-counting Laser Altimeter Data." IEEE Geoscience and Remote Sensing Letters 12. 4 (2015): 726--730. Print.

Aardt, Jan A. van, et al. "Soil carbon estimation from Eucalyptus grandis using canopy spectra." South African Journal of Geomatics 4. 4 (2015): 548--561. Print.

Aardt, Jan A. van, et al. "Predicting soil nitrogen content using narrow-band indices from Eucalyptus grandis canopies as proxies." South African Journal of Plant and Soil 2015. (2015): 1--9. Print.

Aardt, Jan A. van, et al. "Single-Scan Stem Reconstruction Using Low-Resolution Terrestrial Laser Scanner Data." IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 8. 7 (2015): 3414--3427. Print.

Aardt, Jan A. van, et al. "What lies beneath: detecting sub-canopy changes in savanna woodlands using a three-dimensional classification method." Applied Vegetation Science 18. (2015): 528--540. Print.

Aardt, Jan A. van, et al. "Estimation of Merchantable Volume of Eucalyptus Clones Based on Leaf-Level Hyperspectral Data." IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 8. 6 (2015): 3095--3106. Print.

Aardt, Jan A. van, et al. "Tracking Diurnal Variation in Photosynthetic Down-Regulation Using Low Cost Spectroscopic Instrumentation." Sensors 15. (2015): 10616--10630. Print.

Aardt, Jan A. van, et al. "Detection and Quantification of Earthquake Building Damage Using Post-Disaster Airborne LiDAR Data." PE&RS TBD. (2015): --. Print.

Aardt, Jan A. van, et al. "Fusing High Spatial Resolution RapidEye and High Temporal Resolution MODIS Imagery for Land Cover Classification." Remote Sensing TBD. (2015): --. Print.

Aardt, Jan A. van, et al. "Marker-free Registration of Forest Terrestrial Laser Scanner Data Pairs with Embedded Confidence Metrics." Transactions on Geoscience and Remote Sensing TBD. (2015): 1--36. Print.

Aardt, Jan van, et al. "Tracking Diurnal Variation in Photosynthetic Down-regulation using Low Cost Spectroscopic Instrumentation." Sensors 15. 5 (2015): 10616--10630. Print.

Kremens, Robert L., et al. "Tracking Diurnal Variation in Photosynthetic Down-Regulation Using Low Cost Spectroscopic Instrumentation." Sensors 15. (2015): 10616--10630. Print.

Kremens, R L., M B. Dickinson, and R L. Kremens. "Estimating the radiated flux density form wildland fires using the raw output of limited bandpass detectors.." Intl. J. of Wildland Fire 24. 4 (2015): 461--469. Print.

Kremens, R L., et al. "Experimental procedures characterizing firebrand generation in wildland fires.." Fire Technology. (2015): --. Print.

Kremens, R L., et al. "Measurements to Relate Fire Radiative Energy Density and Surface Fuel Consumption RxCADRE 2011 and 2012." Intl. J of Wildland Fire. (2015): --. Print.

Kremens, R L., et al. "Measuring radiant emissions from entire prescribed fires with ground, airborne and satellite sensors - RxCADRE 2012.." Intl. J. of Wildland Fire. (2015): --. Print.

Kremens, R L., et al. "The Ability of Winter Grazing to Reduce Wildfire Size and Fire-induced Plant Mortality was not Demonstrated: A Comment on Davies et al." Intl J. of Wildland Fire. (2015) Print.

Kremens, R L., et al. "Towards a new paradigm in fire severity research using dose-response experiments.." Intl. J. of Wildland Fire. (2015): --. Print.

Kremens, Robert, et al. "Tracking Diurnal Variation in Photosynthetic Down-regulation using Low Cost Spectroscopic Instrumentation." Sensors 15. 5 (2015): 10616--10630. Print.

Gerace, Aaron D., et al. "An Analysis of the Side Slither On-Orbit Calibration Technique Using the DIRSIG Model." Remote Sensing 6. 11 (2014): 10523--10545. Print.

Bachmann, Charles M., et al. "A Flexible Goniometer System: The Goniometer for Outdoor Portable Earth Reflectance (GOPHER)." Optics Express. (2014): --. Print.

Bachmann, Charles M., et al. "Phase Angle Dependence of Sand Density Observable in Hyperspectral Reflectance." Remote Sensing of Environment 150. (2014): 53--65. Print.

Nilosek, David, Derek Walvoord, and Carl Salvaggio. "Assessing Geoaccuracy of Structure From Motion Point Clouds from Long-range Image Collections." Optical Engineering 53. 11 (2014): 113112-1-113112-10. Web.

Messinger, David W., et al. "Nearest Neighbor Diffusion Based Pan-sharpening Algorithm for Spectral Images." Optical Engineering 53. 1 (2014) Print.

Ientilucci, Emmett J., et al. "Extracting Structural Vegetation Components From Small-Footprint Waveform Lidar for Biomass Estimation in Savanna Ecosystems." IEEE Journal of Selected Topics in Applied Earth Observation and Remote Sensing 7. 2 (2014): 480--490. Print.

Ientilucci, Emmett J. and Emmett J. Ientilucci. "Fusion of LADAR and Hyperspectral Data with an Application in Material Identification." IEEE GRS Magazine special issue on data fusion in remote sensing. (2014): --. Print.

Kerekes, John P., et al. "Low Cost Laboratory Based Polarimetric SAR system for Scattering Analysis." IEEE Antennas and Propagation Magazine. (2014): --. Print.

Kerekes, John P., John P. Kerekes, and Lingfei Meng. "An Analytical Model for Polarimetric Imaging Systems." IEEE Transactions on Geoscience and Remote Sensing 52. 10 (2014): 6615--6626. Print.

Kerekes, John P., John P. Kerekes, and Jiashu Zhang. "First Principles Simulation of Spaceborne Micropulse Photon-counting Lidar Performance on Complex Surfaces." IEEE Transactions on Geoscience and Remote Sensing 52. 10 (2014): 6488--6496. Print.

Kerekes, John P., John P. Kerekes, and Jiashu Zhang. "An Adaptive Density-based Model for Extracting Surface Returns from Photon-counting Laser Altimeter Data." IEEE Geoscience and Remote Sensing Letters 12. 4 (2014): 726--730. Print.

Kerekes, John P., et al. "Extracting Structural Vegetation Components From Small-Footprint Waveform Lidar for Biomass Estimation in Savanna Ecosystems." IEEE Journal of Selected Topics in Applied Earth Observation and Remote Sensing 7. 2 (2014): 480--490. Print.

Aardt, Jan A. van, et al. "Extracting Structural Vegetation Components From Small-Footprint Waveform Lidar for Biomass Estimation in Savanna Ecosystems." IEEE Journal of Selected Topics in Applied Earth Observation and Remote Sensing 7. 2 (2014): 480--490. Print.

Aardt, Jan A. van, et al. "Management Approaches of Conservation Areas: Differences in Woody Vegetation Structure in a Private and a National Reserve." South African Journal of Botany 90. (2014): 146--152. Print.

Gartley, Michael G., et al. "Low Cost Laboratory Based Polarimetric SAR system for Scattering Analysis." IEEE Antennas and Propagation Magazine. (2014): --. Print.

Gartley, Michael G., et al. "An Analysis of the Side Slither On-Orbit Calibration Technique Using the DIRSIG Model." Remote Sensing 6. 11 (2014): 10523--10545. Print.

Raqueno, Nina G., et al. "Landsat-8 Thermal Infrared Sensor (TIRS) Vicarious Radiometric Calibration." Remote Sensing 6. 11 (2014): 11607--11626. Print.

Raqueno, Nina G., et al. "Development of an Operational Calibration Methodology for the Landsat Thermal Data Archive and Initial Testing of the Atmospheric Compensation Component of a Land Surface Temperature (LST) Product from the Archive." Remote Sensing 6. 11 (2014): 11244--11266. Print.

Kremens, Robert L., et al. "Integrated Active Fire Retrievals and Biomass Burning Emissions Using Complementary Near-coincident Ground, Airborne and Spaceborne Sensor Data." Remote Sensing of Environment 140. (2014): 719-730. Print.

Gerace, Aaron D., John R. Schott, and R Nevins. "Increased Potential to Monitor Water Quality in the Near-shore Environment with Landsat'’s Next-generation Satellite." Journal of Applied Remote Sensing 7. (2013): 073558-073558. Print.

Chen, Bin, Anthony Vodacek, and Nathan D. Cahill. "A Novel Adaptive Scheme for Evaluating Spectral Similarity in High-resolution Urban Scenes." IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 6. 3 (2013): 1376-1385. Print.

Sun, Shaohui and Carl Salvaggio. "Aerial 3D Building Detection and Modeling from Airborne LiDAR Point Clouds." IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 6. 3 (2013): 1440-1449. Web.

Sun, Weihua and David W. Messinger. "Knowledge-Based Automated Road Network Extraction System Using Multispectral Images." Optical Engineering 52. 4 (2013) Print.

Herweg, Jared A., John P. Kerekes, and Michael T. Eismann. "Separability Between Pedestrians in Hyperspectral Imagery." Applied Optics 52. 6 (2013): 1330-1338. Print.

Wu, Jiaying, Kerry A. Cawse-Nicholson, and Jan A. van Aardt. "3D Tree Reconstruction from SimulatedSmall Footprint Waveform Lidar." Photogrammetric Engineering and Remote Sensing 79. 12 (2013): 1147-1157. Print.

Mathieu, Renaud, et al. "Toward Structural Assessment of Semi-arid African Savannahs and Woodlands: The Potential of Multitemporal Polarimetric RADARSAT-2 Fine Beam Images." Remote Sensing of Environment 138. (2013): 215-231. Print.

Fisher, Jolene, et al. "Savanna Woody Vegetation Classification –now in 3-D." Applied Vegetation Science. Doi: 10.1111/avsc.12048 (2013): 1-13. Print.

Wessels, Konrad, et al. "Unsustainable Fuelwood Extraction from South African Savannas." Environmental Research Letters 8. 14007 (2013): 1-10. Print.

. "Assessing the impact of broadleaf tree structureon airborne full-waveform small-footprint LiDARsignals through simulation." Canadian Journal of Remote Sensing 39. S1 (2013): S1--S13. Print.

. "3D Tree Reconstruction from SimulatedSmall Footprint Waveform Lidar." Photogrammetric Engineering and Remote Sensing 79. 12 (2013): 1147--1157. Print.

A., van Aardt, Jan, et al. "Assessing the impact of broadleaf tree structureon airborne full-waveform small-footprint LiDARsignals through simulation." Canadian Journal of Remote Sensing 39. S1 (2013): S1--S13. Print.

A., van Aardt, Jan, et al. "3D Tree Reconstruction from SimulatedSmall Footprint Waveform Lidar." Photogrammetric Engineering and Remote Sensing 79. 12 (2013): 1147--1157. Print.

A., van Aardt, Jan, et al. "Assessing the impact of broadleaf tree structureon airborne full-waveform small-footprint LiDARsignals through simulation." Canadian Journal of Remote Sensing 39. S1 (2013): S1--S13. Print.

A., van Aardt, Jan, et al. "3D Tree Reconstruction from SimulatedSmall Footprint Waveform Lidar." Photogrammetric Engineering and Remote Sensing 79. 12 (2013): 1147--1157. Print.

Aardt, Jan A. van, et al. "Assessing the impact of broadleaf tree structureon airborne full-waveform small-footprint LiDARsignals through simulation." Canadian Journal of Remote Sensing 39. S1 (2013): S1--S13. Print.

Aardt, Jan A. van, et al. "3D Tree Reconstruction from SimulatedSmall Footprint Waveform Lidar." Photogrammetric Engineering and Remote Sensing 79. 12 (2013): 1147--1157. Print.

Gartley, Michael G. and John R. Schott. "Serendipitous Imaging of Space Objects With the Advanced Land Imager." IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 6. 2 (2013): 440-445. Print.

Kremens, Robert L. "Flame-front Scale Numerical Simulation of Wildland Fire Radiant Emission Spectra as an Aid to Observation of Wildfires." International Journal of Wildland Fire. (2013) Print.

Smith, A M., et al. "Fuel Moisture Impacts Fire Radiative Energy Measures." Geophysical Research Letters 40. (2013): 1-5. Print.

Heilman, W, et al. "Observations of Fire-Atmosphere Interactions during Low-Intensity Prescribed Fires in the New Jersey Pine Barrens." International Journal of Wildland Fire. (2013) Print.

Brewer, N, et al. "Fuel Moisture Influences on Fire-altered Carbon in Masticated Fuels: An Experimental Study." Journal of Geophysical Research 40. (2013): 30-40. Print.

Pahlevan, Nima, et al. "Integrating Landsat 7Imagery with Physics-based Models for Quantitative Mapping of coastal Waters near River Discharges." PE&RS 78. (2012): 1163-1174. Print.

Schott, John R., et al. "Simulation of Image Performance Characteristics of the Landsat Data Continuity Mission (LDCM) Thermal Infrared Sensor (TIRS)." Remote Sensing 4. (2012): 2477-2491. Print.

Vodacek, Anthony. "Linking Year-to-year Cladophora Variability in Lake Ontario to the Temperature Contrast Between Nearshore and Offshore Waters During the Spring." Journal of Great Lakes Research 38, Supplement 4. doi: 10.1016/j.jglr.2012.02.013 (2012): 85-90. Print.

Albano, James A., David W. Messinger, and Stanley R. Rotman. "Commute Time Distance Transformation Applied to Spectral Imagery and its Utilization in Material Clustering." Optical Engineering 51. 7 (2012) Print.

Schlamm, Ariel, David W. Messinger, and Bill Basener. "Interest Segmentation of Large Area Spectral Imagery for Analyst Assistance." IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 5. 2 (2012) Print.

Messinger, David W., et al. "Metrics of Spectral Image Complexity with Application to Large Area Search." Optical Engineering 51. 3 (2012) Print.

Meng, Lingfei and John P. Kerekes. "Object Tracking Using High Resolution Satellite Imagery." IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 5. 1 (2012): 146-152. Print.

Raisanen, Alan D., et al. "Simulation of Practical Single-Pixel Wire Grid Polarizers for Superpixel Stokes Vector Imaging Arrays." Optical Engineering 51. 016201 (2012) Print.

Cho, Moses A., et al. "Mapping Tree Species Composition in South African Savannas Using an Integrated Airborne Spectral and LiDAR System." Remote Sensing of the Environment 125. (2012): 214-226. Print.

Wu, Jiaying, et al. "A Robust Signal Preprocessing Chain for Small-Footprint Waveform LiDAR." IEEE Transactions on Geoscience and Remote Sensing 50. 8 (2012): 3242-3255. Print.

Fisher, Jolene, et al. "Human-Modified Landscapes: Patterns of Fine-Scale Woody Vegetation Structure in Communal Savannah Rangelands." Environmental Conservation 39. 1 (2012): 72-82. Print.

Schott, John R., et al. "Simulation of Image Performance Characteristics of the Landsat Data Continuity Mission (LDCM) Thermal Infrared Sensor (TIRS)." Remote Sensing 4. (2012): 2477-2491. Print.

Kremens, Robert L. "Fuel Moisture Influences on Fire-altered Carbon in Masticated Fuels: An Experimental Study." Journal of Geophysical Research-Biogeosciences. (2012) Print.

Kremens, Robert L. "Flame-Front Scale Numerical Simulation of Wildland Fire Radiant Emission Spectra as an Aid to Observation of Wildfires." International Journal of Wildland Fire. (2012) Print.

Kremens, Robert L. "Radiant Power, Energy and Fuel Consumption in Mixed-Oak Forest Surface Fires." International Journal of Wildland Fire 21. (2012): 722-730. Print.

Schott, John R., et al. "Simulation of Image Performance Characteristics of the Landsat Data Continuity Mission (LDCM) Thermal Infrared Sensor (TIRS)." Remote Sensing 4. (2012): 2477-2491. Print.

Aardt, Jan van, et al. "Geospatial Disaster Response During the Haiti Earthquake: A Case Study Spanning Airborne Deployment, Data Collection, Transfer, Processing, and Dissemination." Photogrammetric Engineering and Remote Sensing 77. 9 (2011): 943-952. Web.

Aardt, Jan A. van, et al. "Geospatial Disaster Response During the Haiti Earthquake: A Case Study Spanning Airborne Deployment, Data Collection, Transfer, Processing, and Dissemination." Photogrammetric Engineering and Remote Sensing 77. 9 (2011): 943-952. Print.

Aardt, Jan A. van, et al. "Geospatial Disaster Response During the Haiti Earthquake: A Case Study Spanning Airborne Deployment, Data Collection, Transfer, Processing, and Dissemination." Photogrammetric Engineering and Remote Sensing 77. 9 (2011): 943-952. Print.

Matteoli, Stefania, Emmett J. Ientilucci, and John P. Kerekes. "Operational and Performance Considerations of Radiative Transfer Modeling in Hyperspectral Target Detection." IEEE Transactions on Geoscience and Remote Sensing 49. 4 (2011): 1343-1355. Print.

Meng, Lingfei and John P. Kerekes. "Object Tracking Using High Resolution Satellite Imagery." IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 5. 1 (2011): 146-152. Print.

Raisanen, Alan D., et al. "Simulation of Practical Single-Pixel Wire Grid Polarizers for Superpixel Stokes Vector Imaging Arrays." Optical Engineering 51. 1 (2011): NA. Print.

Meng, Lingfei and John P. Kerekes. "Adaptive Target Detection with a Polarization-sensitive Optical System." Applied Optics 50. 13 (2011): 1925-1932. Print.

Matteoli, Stefania, Emmett J. Ientilucci, and John P. Kerekes. "Operational and Performance Considerations of Radiative Transfer Modeling in Hyperspectral Target Detection." IEEE Transactions on Geoscience and Remote Sensing 49. 4 (2011): 1343-1355. Print.

Aardt, Jan A. van, et al. "Geospatial Disaster Response During the Haiti Earthquake: A Case Study Spanning Airborne Deployment, Data Collection, Transfer, Processing, and Dissemination." Photogrammetric Engineering and Remote Sensing 77. 9 (2011): 943-952. Print.

Gebreslasie, Michael T., Fethi Ahmed, and Jan A. van Aardt. "Extracting Structural Attributes from IKONOS Imagery for Eucalyptus Plantation Forests in KwaZulu-Natal, South Africa, Using Image Texture Analysis and Artificial Neural Networks." International Journal of Remote Sensing 32. 20 (2011): 1-25. Print.

Gebreslasie, Michael T., et al. "Individual Tree Detection Based on Variable and Fixed Window Size Local Maxima Filtering Applied to IKONOS Imagery for Even-aged Eucalyptus Plantation Forests." International Journal of Remote Sensing 32. 15 (2011): 4141-4154. Print.

Wu, Jiaying, Jan A. van Aardt, and Greg P. Asner. "A Comparison of Signal Deconvolution Algorithms Based on Small-Footprint LiDAR Waveform Simulation." IEEE Transactions on Geoscience and Remote Sensing 49. 6 (2011): 2402-2414. Print.

Roberts, Wesley J., Jan A. van Aardt, and Fethi Ahmed. "Image Fusion for Enhanced Forest Structural Assessment." International Journal of Remote Sensing 32. 1 (2011): 243-266. Print.

Wessels, Konrad, et al. "Impact of Communal Land Use and Conservation on Woody Vegetation Structure in the Lowveld Savannas of South Africa." Forest Ecology and Management 261. (2011): 19-29. Print.

Aardt, Jan A. van, et al. "Geospatial Disaster Response During the Haiti Earthquake: A Case Study Spanning Airborne Deployment, Data Collection, Transfer, Processing, and Dissemination." Photogrammetric Engineering and Remote Sensing 77. 9 (2011): 943-952. Print.

Padula, Francis P., et al. "Calibration of Landsat 5 Thermal Infrared Channel: Updated Calibration History and Assessment of the Errors Associated with the Methodology." Canadian Journal of Remote Sensing 36. 5 (2011): 617-630. Print.

Schott, John R., et al. "Thermal Infrared Radiometric Calibration of the Entire Landsat 4, 5, and 7 Archive (1982-2010)." Remote Sensing of the Environment. (2011): NA. Print.

Kumar, S S., et al. "Exploiting the power law distribution properties of satellitefire radiative power retrievals: A method to estimate fire radiativeenergy and biomass burned from sparse satellite observations." Journal of Geophysical Research 116. (2011) Print.

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Peery, Tyler and David Messinger. "MSI vs. HSI in Cultural Heritage Imaging." Proceedings of the Imaging Spectrometry XXII: Applications, Sensors, and Processing. Ed. UNK. San Diego, CA: SPIE, Web.

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Mathew, Jobin and John Kerekes. "Multi-spectral Change Detection Methods: Evaluation on Simulated and Real-world Satellite Imagery." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XXIV. Ed. Miguel Velez-Reyes and David Messinger. Orlando, FL: SPIE, 2018. Print.

Han, Sanghui and John Kerekes. "Simulation Techniques for Image Utility Analysis." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XXIV. Ed. Miguel Velez-Reyes and David Messinger. Orlando, FL: SPIE, 2018. Print.

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Fan, Lei, Brittany Ambeau, and David W. Messinger. "A Semi-supervised Classification Algorithm Using The TAD-derived Background as Training Data." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XIX. Baltimore, Maryland: n.p., 2013. Print.

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Sun, Weihua and David W. Messinger. "Pan-sharpening of Spectral Image with Anisotropic Diffusion for Fine Feature Extraction Using GPU." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XIX. Baltimore, Maryland: n.p., 2013. Print.

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Canham, Kelly, et al. "SHARE 2012: Large Edge Targets for Hyperspectral Imaging Applications." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XIX. Baltimore, Maryland: n.p., 2013. Print.

Kerekes, John P., et al. "SHARE 2012: Subpixel Detection and Unmixing Experiments." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XIX. Baltimore, Maryland: n.p., 2013. Print.

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Uzkent, Burak, et al. "Feature Matching and Adaptive Prediction Models in an Object Tracking DDDAS." Proceedings of the Procedia Computer Science. n.p., 2013. Print.

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Giannandrea, AnneMarie, et al. "The SHARE 2012 Data Campaign." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XIX. Baltimore, Maryland: n.p., 2013. Print.

Canham, Kelly, et al. "SHARE 2012: Large Edge Targets for Hyperspectral Imaging Applications." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XIX. Baltimore, Maryland: n.p., 2013. Print.

Kerekes, John P., et al. "SHARE 2012: Subpixel Detection and Unmixing Experiments." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XIX. Baltimore, Maryland: n.p., 2013. Print.

Hudak, A L., et al. ". Fire Radiative Power and Fire Radiative Energy Estimated from Multi-temporal Airborne WASP Thermal Infrared Images of Active Fire at Eglin Air Force Base, Florida." Proceedings of the American Geophysical Union Annual Meeting. San Francisco, California: n.p., 2013. Print.

. ". Fire Radiative Power and Fire Radiative Energy Estimated from Multi-temporal Airborne WASP Thermal Infrared Images of Active Fire at Eglin Air Force Base, Florida." Proceedings of the American Geophysical Union Annual Meeting. San Francisco, California: Association for Fire Ecology, 2013. Print.

L., Kremens, Robert. ". Fire Radiative Power and Fire Radiative Energy Estimated from Multi-temporal Airborne WASP Thermal Infrared Images of Active Fire at Eglin Air Force Base, Florida." Proceedings of the American Geophysical Union Annual Meeting. San Francisco, California: Association for Fire Ecology, 2013. Print.

L., Kremens, Robert. ". Fire Radiative Power and Fire Radiative Energy Estimated from Multi-temporal Airborne WASP Thermal Infrared Images of Active Fire at Eglin Air Force Base, Florida." Proceedings of the American Geophysical Union Annual Meeting. San Francisco, California: Association for Fire Ecology, 2013. Print.

Kremens, Robert L. "Fire Radiative Power and Fire Radiative Energy Estimated from Multi-temporal Airborne WASP Thermal Infrared Images of Active Fire at Eglin Air Force Base, Florida." Proceedings of the American Geophysical Union Annual Meeting. San Francisco, California: Association for Fire Ecology, 2013. Print.

Kerekes, John P., et al. "Theoretical Modeling of Lidar Return Phenomenology from Snow and Ice Surfaces." Proceedings of the IGARSS. Melbourne, Victoria: n.p., 2013. Print.

Kerekes, John P., et al. "First Principles Modeling for Lidar Sensing of Complex Ice Surfaces." Proceedings of the IGARSS 2012. Munich, Bavaria: n.p., 2012. Print.

Schott, John R., Aaron D. Gerace, and Matthew Montanaro. "Simulation of the Performance and Image Quality Characteristics of the Landsat OLI and TIRS Sensors Using DIRSIG." Proceedings of the SPIE Remote Sensing. Eninburgh, Scotland: n.p., 2012. Print.

Gerace, Aaron D. and John R. Schott. "Over-Water Atmospheric Correction for Landsat's New OLI Sensor." Proceedings of the Ocean Sensing and Monitoring IV. Baltimore, Maryland: n.p., 2012. Print.

Schott, John R., Aaron D. Gerace, and Scott D. Brown. "Incorporation of Advanced Sensor Models in DIRSIG." Proceedings of the 34th Reveiw of Atmospheric Transmission Models Meeting. Albuquerque, New Mexico: n.p., 2012. Print.

Gerace, Aaron D., et al. "Using DIRSIG to Identify Uniform Sites and Demonstrate the Utility of the Side-Slither Calibration Technique for Landsat's New Pushbroom Instruments." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectal, and Ultraspectral Imagery XVIII. Baltimore, Maryland: n.p., 2012. Print.

Pahlevan, Nima, et al. "Integrating Lansat 7 Imagery with Physics-based Models for Quantitative Mapping of Coastal Waters near a River Discharge." Proceedings of the Imaging and Geospatial Technology-Into the Future. Sacramento, California: n.p., 2012. Print.

Chen, Bin, Anthony Vodacek, and Nathan D. Cahill. "Novel Spectral Similarity Measure for High Resolution Urban Scene." Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium (IGARSS). Munich, Bavaria: n.p., 2012. Print.

Basnet, Bikash and Anthony Vodacek. "Multitemporal Landsat Imagery Analysis to Study the Dynamics of Land Cover Change Over Lake Kivu Region." Proceedings of the 1st EARSeL Workshop on Temporal Analysis of Satellite Images. Myconos, Kikladhes: n.p., 2012. Print.

Vodacek, Anthony, John P. Kerekes, and Matthew J. Hoffman. "Adaptive Optical Sensing in an Object Tracking DDDAS." Proceedings of the International Conference on Computational Science, ICCS 2012. Ed. Ali Hesham, et al. n.p., 2012. Print.

Nilosek, David, Shaohui Sun, and Carl Salvaggio. "Geo-Accurate Model Extraction from Three-Dimensional Image-Derived Point Clouds." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVIII. Ed. Sylvia Shen and Paul Lewis. Baltimore, MD: SPIE, 2012. Web.

McKay, Troy, et al. "Passive Detection of Vehicle Loading." Proceedings of the Visual Information Processing and Communication III. Ed. Amir Said, Onur Guleryuz, and Robert Stevenson. San Francisco, CA: n.p., 2012. Web.

Ontiveros, Erin, et al. "Evaluation of Image Collection Requirements for 3D Reconstruction Using Phototourism Techniques on Sparse Overhead Data." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVIII. Ed. Sylvia Shen and Paul Lewis. Baltimore, MD: SPIE, 2012. Web.

Rossi, Adam J., et al. "Abstracted Workflow Framework with a Structure from Motion Application." Proceedings of the Western New York Image Processing Workshop. Rochester, NY: n.p., 2012. Print.

Sah, Shagan, et al. "A Multi-Temporal Analysa Multi-Temporal Analysis Approach for Land Cover Mapping in Support of Nuclear Incident Responseis Approach for Land Cover Mapping in Support Of Nuclear Incident Response." Proceedings of the SPIE Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVIII. Baltimore, MD: n.p., 2012. Print.

McKay, Troy R., et al. "Passive Detection of vehicle Loading." Proceedings of the Visual Information Processing and Communication III. San Francisco, CA: n.p., 2012. Print.

Ashok, Luca and David W. Messinger. "A Spectral Image Clustering Algorithm Based on Ant Colony Optimization." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVIII. Baltimore, MD: n.p., 2012. Print.

Ziemann, Amanda, et al. "Assessing the Impact of Background Spectral Graph Construction Techniques on the Topological Anomaly Detection Algorithm." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVIII. Baltimore, MD: n.p., 2012. Print.

Albano, James A. and David W. Messinger. "Euclidean Commute Time Distance Embedding and its Application to Spectral Anomaly Detection." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVIII. Baltimore, MD: n.p., 2012. Print.

Sun, Weihua and David W. Messinger. "An Automated Approach for Constructing Road Network Graph from Multispectral Images." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVIII. Baltimore, MD: n.p., 2012. Print.

Sharon, Gil, et al. "Detection of Anomalous Activity in Hyperspectral Imaging: Metrics for Evaluating Algorithms." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVIII. Baltimore, MD: n.p., 2012. Print.

Canham, Kelly, et al. "Spectral Library Generation for Hyperspectral Archaeological Validation." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVIII. Baltimore, MD: n.p., 2012. Print.

Hagstrom, Shea and David W. Messinger. "Line-of-Sight Measurement in Large Urban Areas using Voxelized Lidar." Proceedings of the Laser Radar Technology and Applications XVII. Baltimore, Maryland: n.p., 2012. Print.

Sun, Jiangquin and David W. Messinger. "Parking Lot Process Model Incorporated into DIRSIG Scene Simulation." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVIII. Baltimore, MD: n.p., 2012. Print.

Syed, Abdul H., Eli Saber, and David W. Messinger. "Encoding of Topological Information in Multi-Scale Remotely Sensed Data: Applications to Segmentation and Object-Based Image Analysis." Proceedings of the IEEE Conference on Geographic Object Based Image Analysis (GEOBIA). Rio de Janeiro, Brazil: n.p., 2012. Print.

Herweg, Jared, et al. "SpecTIR Hyperspectral Airborne Rochester Experiment Data Collection Campaign." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVIII. Baltimore, MD: n.p., 2012. Print.

Sah, Shagan, et al. "A Multi-Temporal Analysis Approach for Land Cover Mapping in Support of Nuclear Incident Response." Proceedings of the SPIE Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVIII. Baltimore, MD: n.p., 2012. Print.

Herweg, Jared, et al. "SpecTIR Hyperspectral Airborne Rochester Experiment Data Collection Campaign." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVIII. Baltimore, Maryland: n.p., 2012. Print.

Ientilucci, Emmett J. "Leveraging Lidar Data to Aid in Hyperspectral Image Target Detection in the Radiance Domain." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVIII. Baltimore, Maryland: n.p., 2012. Print.

Herweg, Jared A., John P. Kerekes, and Michael T. Eismann. "Hyperspectral Imaging Phenomenology for the Detection and Tracking of Pedestrians." Proceedings of the IGARSS. Munich, Bavaria: n.p., 2012. Print.

Kerekes, John P., et al. "First Principles Modeling for Lidar Sensing of Complex Ice Surfaces." Proceedings of the IGARSS 2012. Munich, Bavaria: n.p., 2012. Print.

Gadaleta, Sabino M., John P. Kerekes, and Kyle M. Tarplee. "Autonomous Target Dependent Waveband Selection for Tracking in Performance-driven Hyperspectral Sensing." Proceedings of the Defense, Security, and Sensing. Baltimore, MD: n.p., 2012. Print.

Herweg, Jared A., John P. Kerekes, and Michael T. Eismann. "Hyperspectral Measurements of Natural Signatures - Pedestrians." Proceedings of the Defense, Security, and Sensing. Baltimore, MD: n.p., 2012. Print.

Herweg, Jared, et al. "SpecTIR Hyperspectral Airborne Rochester Experiment Data Collection Campaign." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVIII. Baltimore, MD: n.p., 2012. Print.

Maitra, Sanjet, Michael G. Gartley, and John P. Kerekes. "Relation Between Degree of Polarization and Pauli Color Coded Image to Characterize Scattering Mechanisms." Proceedings of the Polarization: Measurement, Analysis and Remote Sensing. Baltimore, MD: n.p., 2012. Print.

Vodacek, Anthony, John P. Kerekes, and Matthew J. Hoffman. "Adaptive Optical Sensing in an Object Tracking DDDAS." Proceedings of the International Conference on Computational Science, ICCS 2012. Ed. Ali Hesham, et al. n.p., 2012. Print.

Aardt, Jan A. van, et al. "On Using Discrete Return Lidar Distributions as a Proxy for Waveform Lidar Signals when Modeling Vegetation Structure." Proceedings of the IEEE International Geoscience and Remote Sensing Symposium. Munich, Bavaria: n.p., 2012. Print.

Wessels, Konrad, et al. "Impacts of Communal Fuelwood Extraction on Lidar-Estimated Biomass Patterns of Savanna Woodlands." Proceedings of the IGARSS 2012. Munich, Bavaria: n.p., 2012. Print.

Herweg, Jared, et al. "SpecTIR Hyperspectral Airborne Rochester Experiment Data Collection Campaign." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVIII. Baltimore, MD: n.p., 2012. Print.

Sah, Shagan, et al. "A Multi-Temporal Analysa Multi-Temporal Analysis Approach for Land Cover Mapping in Support of Nuclear Incident Responseis Approach for Land Cover Mapping in Support Of Nuclear Incident Response." Proceedings of the SPIE Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVIII. Baltimore, MD: n.p., 2012. Print.

Kelbe, David, et al. "Automatic Extraction of Tree Stem Models from Single Terrestrial Lidar Scans in Structurally Heterogeneous Forest Environments." Proceedings of the Silvilaser 2012 Annual Conference: First Return. Vancouver, BC: n.p., 2012. Print.

Romanczyk, Paul A., et al. "Assessing the Impact of Broadleaf Tree Structure oan Airborne Full-Waveform Small-Footprint Lidar Signals." Proceedings of the Silvilaser 2012 Annual Conference: First Return. Vancouver, BC: n.p., 2012. Print.

Gerace, Aaron D., et al. "Using DIRSIG to Identify Uniform Sites and Demonstrate the Utility of the Side-Slither Calibration Technique for Landsat's New Pushbroom Instruments." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectal, and Ultraspectral Imagery XVIII. Baltimore, Maryland: n.p., 2012. Print.

Maitra, Sanjet, Michael G. Gartley, and John P. Kerekes. "Relation Between Degree of Polarization and Pauli Color Coded Image to Characterize Scattering Mechanisms." Proceedings of the Polarization: Measurement, Analysis and Remote Sensing. Baltimore, Maryland: n.p., 2012. Print.

Canham, Kelly, et al. "Spectral Library Generation for Hyperspectral Archaeological Validation." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVIII. Baltimore, MD: n.p., 2012. Print.

Pahlevan, Nima, Nina G. Raqueno, and John R. Schott. "Cross-calibration Landsat 7 with Terra-MODIS over Dark Waters." Proceedings of the Ocean Sensing and Monitoring IV. Baltimore, MD: n.p., 2012. Print.

Herweg, Jared, et al. "SpecTIR Hyperspectral Airborne Rochester Experiment Data Collection Campaign." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVIII. Baltimore, MD: n.p., 2012. Print.

Ontiveros, Erin M., et al. "Evaluation of Image Colleevaluation of Image Collection Requirements for 3D Reconstruction Using Phototourism Techniques on Sparse Overhead Dataction Requirements for 3D Reconstruction Using Phototourism Techniques on Sparse Overhead Data." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVIII. Baltimore, MD: n.p., 2012. Print.

Kerekes, John P., et al. "First Principles Modeling for Lidar Sensing of Complex Ice Surfaces." Proceedings of the IGARSS 2012. Munich, Bavaria: n.p., 2012. Print.

Schott, John R., Aaron D. Gerace, and Scott D. Brown. "Incorporation of Advanced Sensor Models in DIRSIG." Proceedings of the 34th Reveiw of Atmospheric Transmission Models Meeting. Albuquerque, New Mexico: n.p., 2012. Print.

Gerace, Aaron D., et al. "Using DIRSIG to Identify Uniform Sites and Demonstrate the Utility of the Side-Slither Calibration Technique for Landsat's New Pushbroom Instruments." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectal, and Ultraspectral Imagery XVIII. Baltimore, Maryland: n.p., 2012. Print.

Schott, John R., et al. "Modeling the Imaging Performance of the Landsat Data Continuity Mission Sensors." Proceedings of the SPIE Earth Observing Systems XVI. Ed. James J. Butler, Xiaoxiong Xiong, and Xingfa Gu. San Diego, CA: n.p., 2011. Print.

Pahlevan, N., Aaron D. Gerace, and John R. Schott. "Using Thermal Remote Sensing as a Tool for Calibrating a Hydrodynamic Model in Inland Waters." Proceedings of the SPIE Ocean Sensing and Monitoring III. Orlando, FL: n.p., 2011. Print.

Gerace, Aaron D., et al. "Data-driven Simulations of the Landsat Data Continuity Mission (LDCM) Platform." Proceedings of the Ultraspectral Imagery XVII. Orlando, FL: n.p., 2011. Print.

Schott, John R., et al. "Modeling the Imaging Performance of the Landsat Data Continuity Mission Sensors." Proceedings of the SPIE Earth Observing Systems XVI. Ed. James J. Butler, Xiaoxiong Xiong, and Xingfa Gu. San Diego, CA: n.p., 2011. Print.

Paul, Sarah and Carl Salvaggio. "A Polynomial Regression Approach to Subpixel Temperature Extraction from a Single-band Thermal Infrared Image." Proceedings of the Thermosense XXXIII. Ed. Morteza Safai and Jeff Brown. Orlando, FL: SPIE, 2011. Web.

Bartlett, Brent, et al. "Anomaly Detection of Man-made Objects Using Spectro-polarimetric Imagery." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVII. Ed. Sylvia Shen and Paul Lewis. Orlando, FL: SPIE, 2011. Web.

Bartlett, Brent, Jason Faulring, and Carl Salvaggio. "System Characterization and Analysis of the Multispectral Aerial Passive Polarimeter System (MAPPS)." Proceedings of the Polarization Science and Remote Sensing V. Ed. Joseph Shaw and J. Scott Tyo. San Diego, CA: SPIE, 2011. Web.

Faulring, Jason W., et al. "Supporting Relief Efforts of the 2010 Haitian Earthquake using an Airborne Multi-Modal Remote Sensing Platform." Proceedings of the SPIE Conference on Conference on Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVII. Orlando, FL: n.p., 2011. Print.

McKeown, Donald, et al. "Demonstration of Delivery of Ortho Imagery in Realtime for Local Emergency Response." Proceedings of the SPIE Conference on Conference on Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVII. Orlando, FL: n.p., 2011. Print.

Basener, William, et al. "A Detection Identification Process with Geometric Target Detection and Subpixel Spectral Visualization." Proceedings of the WHISPERS 2011. Lisbon, Portugal: n.p., 2011. Print.

Bartlett, Brent D., et al. "Anomaly Detection of Man-made Objects Using Spectro-polarimetric Imagery." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVII. Orlando, FL: n.p., 2011. Print.

Basener, William, et al. "A Detection Identification Process with Geometric Target Detection and Subpixel Spectral Visualization." Proceedings of the WHISPERS 2011. Lisbon, Portugal: n.p., 2011. Print.

Herweg, Jared, et al. "Spectral Variations in HSI Signatures of Thin Fabrics for Detecting and Tracking of Pedestrians." Proceedings of the Active and Passive Signatures II. Orlando, FL: n.p., 2011. Print.

Kerekes, John P. "Hyperspectral Remote Sensing Subpixel Object Detection Performance." Proceedings of the Applied Imagery Pattern Recognition Workshop. Washington, DC, United States: n.p., 2011. Print.

Kerekes, John P. "Exploring Limits in Hyperspectral Unresolved Object Detection." Proceedings of the IGARSS11. Vancouver, BC: n.p., 2011. Print.

Rivas, Annette O., John P. Kerekes, and Alan D. Raisanen. "Tunable Single Pixel MEMS Fabry-Perot Interferometer." Proceedings of the Applied Industrial Optics: Spectroscopy, Imaging and Metrology. Toronto, Ontario, Canada: n.p., 2011. Print.

Meng, Lingfei and John P. Kerekes. "Analytical Modeling of Optical Polarimetric Imaging Systems." Proceedings of the IGARSS11. Vancouver, BC: n.p., 2011. Print.

Zhang, Jie and John P. Kerekes. "Unsupervised Urban Land-cover Classification Using Worldview-2 Data and Self Organizing Maps." Proceedings of the IGARSS11. Vancouver, BC: n.p., 2011. Print.

Herweg, Jared, et al. "Spectral Variations in HSI Signatures of Thin Fabrics for Detecting and Tracking of Pedestrians." Proceedings of the Active and Passive Signatures II. Orlando, FL: n.p., 2011. Print.

Basener, William, C. Eric Nance, and John P. Kerekes. "The Target Implant Method for Predicting Target Difficulty and Detector Performance in Hyperspectral Imagery." Proceedings of the Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVII. Orlando, FL: n.p., 2011. Print.

Labiak, Rick, et al. "Automated Method for Detection and Quantification of Building Damage and Debris Using Post-disaster LiDAR Data." Proceedings of the SPIE Conference on Laser Radar Technology and Applications XVI. Orlando, FL: n.p., 2011. Print.

Faulring, Jason W., et al. "Supporting Relief Efforts of the 2010 Haitian Earthquake using an Airborne Multi-Modal Remote Sensing Platform." Proceedings of the SPIE Conference on Conference on Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVII. Orlando, FL: n.p., 2011. Print.

McKeown, Donald, et al. "Demonstration of Delivery of Ortho Imagery in Realtime for Local Emergency Response." Proceedings of the SPIE Conference on Conference on Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVII. Orlando, FL: n.p., 2011. Print.

Aardt, Jan A. van, et al. "LiDAR-based Estimation of Forest Floor Fuel Loads Using a Novel Distributional Approach." Proceedings of the SilviLaser 11th International Conference on LiDAR Applications for Assessing Forest Ecosystems. Hobart, Tasmania, Australia: n.p., 2011. Print.

Schott, John R., et al. "Modeling the Imaging Performance of the Landsat Data Continuity Mission Sensors." Proceedings of the SPIE Earth Observing Systems XVI. Ed. James J. Butler, Xiaoxiong Xiong, and Xingfa Gu. San Diego, CA: n.p., 2011. Print.

Gerace, Aaron D., et al. "Data-driven Simulations of the Landsat Data Continuity Mission (LDCM) Platform." Proceedings of the and Ultraspectral Imagery XVII. Orlando, FL: n.p., 2011. Print.

Schott, John R., et al. "Modeling the Imaging Performance of the Landsat Data Continuity Mission Sensors." Proceedings of the SPIE Earth Observing Systems XVI. Ed. James J. Butler, Xiaoxiong Xiong, and Xingfa Gu. San Diego, CA: n.p., 2011. Print.

Gerace, Aaron D., et al. "Data-driven Simulations of the Landsat Data Continuity Mission (LDCM) Platform." Proceedings of the Ultraspectral Imagery XVII. Orlando, FL: n.p., 2011. Print.

Gerace, Aaron D., et al. "Data-driven Simulations of the Landsat Data Continuity Mission (LDCM) Platform." Proceedings of the Ultraspectral Imagery XVII. Orlando, FL: n.p., 2011. Print.

Faulring, Jason W., et al. "Supporting Relief Efforts of the 2010 Haitian Earthquake using an Airborne Multi-Modal Remote Sensing Platform." Proceedings of the SPIE Conference on Conference on Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVII. Orlando, FL: n.p., 2011. Print.

Schott, John R., et al. "Modeling the Imaging Performance of the Landsat Data Continuity Mission Sensors." Proceedings of the SPIE Earth Observing Systems XVI. Ed. James J. Butler, Xiaoxiong Xiong, and Xingfa Gu. San Diego, CA: n.p., 2011. Print.

Schott, John R., et al. "Modeling the Imaging Performance of the Landsat Data Continuity Mission Sensors." Proceedings of the SPIE Earth Observing Systems XVI. Ed. James J. Butler, Xiaoxiong Xiong, and Xingfa Gu. San Diego, CA: n.p., 2011. Print.

Eon, Rehman S., et al. "Improving Accuracy of Salt Marsh Aboveground Biomass using High-Spatial Resolution, Multi-View Hyperspectral Imaging Systems." Proceedings of the AGU Fall Meeting. Ed. AGU. Washington, DC: AGU.

Goldsmith, Sarah, et al. "Assessing Salt Marsh Vulnerability Potential Through the use of High Resolution Hyperspectral Imagery." Proceedings of the AGU Fall Meeting. Ed. AGU. Washington, DC: AGU.

Vodacek, Anthony, ed. Associate Editor, Journal of Great Lakes Research. Duluth, MN: Elsevier, 2019. Print.

Vodacek, Anthony, ed. Associate Editor, Journal of Great Lakes Research. Duluth, MN, USA: Elsevier, 2018. Print.

Vodacek, Anthony, ed. Academic Editor, PLOS One. San Francisco, CA, USA: PLOS, 2018. Web.

Ientilucci, Emmett and John Silny, ed. Imaging Spectrometry XXII: Applications, Sensors, and Processing. San Diego: SPIE, 2018. Print.

Vodacek, Anthony. "Remote Sensing of Lake Kivu Whiting Events to Trace Surface Circulation." Public lecture. University of Rwanda College of Science and Technology. Kigali, Rwanda. 18 Jan. 2018. Guest Lecture.

Aardt, Jan van, et al. "Transforming Disease Management Through the use of Unmanned Aerial Systems." International Congress of Plant Pathology (ICPP) 2018: Plant Health in A Global Economy. ICCP. Boston, MA. 29 Jul. 2018. Conference Presentation.

8/17/2018 - 8/17/2021
     Department of State, Fulbright Specialist Roster
     Amount: ~$8000 for travel costs

11/1/2017 - 12/31/2018
     NSF NEON
     Amount: 0

11/1/2017 - 12/31/2018
     NSF NEON
     Amount: 0

Matteoli, S., E.J. Ientilucci, J.P. Kerekes. “Operational and performance considerations of radiative transfer modeling in hyperspectral target detection.” IEEE Transactions on Geoscience and Remote Sensing, (2010): 1-13. Print. £

Ientilucci, E.J., P. Bajorski, “Hyperspectral target detection in a whitened space utilizing forward modeling concepts.” Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 1.2 (2010): n.p. Print. £

McGlinchy, J., J.A. van Aardt, H.E. Rhody, J.P. Kerekes, E.J. Ientilucci, G.P. Asner, D. Knapp, R. Mathieu, T. Kennedy-Bowdoin, B.F. Erasmus, K. Wessels, I.P. Smit, J. Wu, D. Sarrazin. “Extracting Structural Land Cover Components using Small footprint Waveform Lidar Data.” IEEE International Geoscience and Remote Sensing Symposium, 2010. n.p. Print. " 

Gillis, D., J. Bowles, E.J. Ientilucci. “Results of GLMM-based target detection on the RIT data set.” Defense and Security Symposium, April 2010. n.p. Print.

Matteoli, S., E.J. Ientilucci, J.P. Kerekes, “Characterization ofPhysics-based Radiative Transfer ModelingParameters for a Blind Test Airborne Hyperspectral Data Set.” Proceedingsof Algorithms and Technologies for Multispectral, Hyperspectral, andUltraspectral Imagery XVI, Defense and Security Symposium, 7695 (April 2010): n.p. Print.

Matteoli, S., E.J. Ientilucci, J.P. Kerekes. “Operational andperformance considerations of radiativetransfer modeling in hyperspectral target detection.” IEEE Transactions on Geoscience and Remote Sensing, (2010): 1-13. Print. £

Stefanou, M.S., J.P. Kerekes. “Image-Derived Predictionof Spectral Image Utility for Target DetectionApplications.” IEEE Transactions on Geoscience and Remote Sensing, 48.5 (2010): 1827-1833. Print. "  £

King, K.C., J.P. Kerekes. “Development of a Web-based Blind Test to Score and Rank Hyperspectral Classification Algorithms.” Proceedings of the 2010 Western NY Image Processing Workshop, IEEE, Nov. 2010. n.p. Print. "  £

Lu, Z., A.C. Rice, J.R. Vasquez, J.P. Kerekes. “Target Discrimination Via Optimal Wavelength BandSelection With Synthetic HyperspectralImagery.” Proceedings of the Second Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, IEEE, June 2010. n.p. Print. £

Presnar, M.D., J.P. Kerekes, D.R. Pogorzala. “Dynamic Image Simulations for Adaptive Sensor Performance Predictions.” Proceedings of the Second Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, IEEE, June 2010. n.p. Print. "  £

McGlinchy, J.,J.A. van Aardt, H.E. Rhody, J.P. Kerekes, E.J. Ientilucci, G.P. Asner, D. Knapp, R. Mathieu, T. Kennedy-Bowdoin, B.F. Erasmus, K. Wessels, I.P. Smit, J. Wu, D. Sarrazin. “Extracting Structural Land Cover Components using Small--footprint Waveform Lidar Data.” Proceedings of 2010 IEEE International Geoscience & Remote Sensing Symposium, IEEE, IGARSS, July 2010. n.p. Print. " 

Simmons, D., D.P. Kerekes, D. Rahn, A.K. Shaw, J.I. Medford. “Hyperspectral Imaging Phenomenology of Genetically Engineered Plant Sentinels.”Proceedings of the 2010 IEEE InternationalGeoscience and Remote Sensing Symposium, IEEE, IGARSS, July 2010. 3386-3389. Print. " 

Presnar, M.D., J.P. Kerekes, “Modeling and Measurement of Optical Polarimetric Image Phenomenology in a Complex Urban Environment.” Proceedings of 2010 IEEE International Geoscience & Remote Sensing Symposium, IEEE, IGARSS, July 2010. 4389-4392. Print. " 

Kerekes, J.P. “Application-driven Spectral Image Quality Assessment and Prediction.” OSA TechnicalDigest, Optical Society of America, DigitalImage Processing and Analysis, (2010): n.p. Print.

Fourspring, K.D., Z. Ninkov, J.P. Kerekes, J.P. “Scattered light ina DMD based multi-object spectrometer.”Proceedings of Modern Technologies in Space-and Ground-based Telescopes and Instrumentation, SPIE, SPIE AstronomicalInstrumentation, 7739 (June 2010): 1-9. Print. " 

Kerekes, J.P., D.K. Snyder. “Unresolved Target Detection Blind Test Project Overview.” Proceedings of Algorithms and Technologies for Multispectral, Hyperspectral, andUltraspectral Imagery XVI, SPIE Defense and Security, 7695 (April 2010): n.p. Print. " 

Kerekes, J.P., C. Hart,M.G. Gartley, B.D. Bartlett, C. Nance. “Characterization of material reflectance variation through measurement and simulation.” Proceedings of Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVI, Defense and Security Symposium, 7695, April 2010. n.p. Print.

Matteoli, S., E.J. Ientilucci, J.P. Kerekes. “Characterization of Physics-based Radiative Transfer ModelingParameters for a Blind Test Airborne Hyperspectral Data Set.” Proceedings of Algorithms and Technologies forMultispectral, Hyperspectral, andUltraspectral Imagery XVI, Defense and Security Symposium, 7695 (April 2010): n.p. Print.

Presnar, M.D., A.D.Raisanen, D.R. Pogorzala, J.P. Kerekes, A.C. Rice. “Dynamic Scene Generation,Multimodal Sensor Design, and Target Tracking Demonstration for Hyperspectral/Polarimetric Performance-Driven Sensing.” Proceedings of Polarization: Measurement,Analysis, and Remote Sensing IX, SPIE, Defense, Security, and Sensing, 7672 76720T (April 2010): 1-12. Print. " 

Fourspring, K.D., Z.Ninkov, J.P. Kerekes. “Subpixel Scatter inDigital Micromirror Devices.” Proceedings Emerging Digital Micromirror Device BasedSystems and Applications II, Photonics West, 7596 (January 2010): n.p. Print. " 

Kremens, R.L., A.M. Smith, M.B. Dickinson. “Fire Metrology: Current and future directions in physics-based measurements.” Fire Ecology, 6 (2010): 13-35. Print. £

Dickinson, M.B.,Norris, R.L. Kremens, M.J. Lacki. “Effectsof wildland fire smoke on a tree roostingbat: application of a plume model, field measurements, and mammalian dose-response relationships.” Canadian Journal of Forest Research, (2010): n.p. Print. £

Bartlett, B.D., M.G. Gartley, D.W. Messinger, C. Salvaggio, J.R. Schott. “Spectro-polarimetric bidirectionalreflectance distribution function determination of in-scene materials and its use in target detection applications.” Journal of Applied Remote Sensing, 4.043552 (2010): 1-21. Print. £

Canham, K., A. Schlamm, A. Ziemann, B. Basener, D.W. Messinger, “Spatially adaptive hyperspectralendmember selection and spectral unmixing.” IEEE Transactions on Geoscience and Remote Sensing, 2010. n.p. Print. "  £

Messinger, D.W., A. Ziemann, B. Basener, A. Schlamm. “A complexity metric for spectral imagerybased on spatially local convex hull volumeestimation.” IEEE Transactions onGeoscience and Remote Sensing,November 2010. n.p. Print. "  £

Schlamm, A., D.W. Messinger, A. Ziemann, B. Basener.“Change detection in multi- andhyperspectral image tiles based on quantitative measures of point density.”Journal of Applied Remote Sensing.(2010): n.p. Print. "  £

Schlamm, A., D.W.Messinger. “A Euclidean Distance Transformation for Improved Anomaly Detection in Spectral Imagery.” Proceedingsof the 2010 Western NY Image ProcessingWorkshop, IEEE, Nov. 2010. n.p. Print. "  £

Mercovich, R., A. Harkin, D.W. Messinger. “Utilizing the graph modularity to blind cluster multispectral satellite imagery.” Proceedings of the 2010 Western NY Image Processing Workshop, IEEE, Nov. 2010. n.p. Print. "  £

Messinger, D.W., A. Ziemann, B. Basener, A. Schlamm. “Spectral Image Complexity Estimated Through Local Convex Hull Volume.” WHISPERS 2010, (2010): n.p. Print. "  £

Schlamm, A., D.W.Messinger, B. Basener. “Interest segmentation of hyperspectral imagery.” WHISPERS 2010, (2010): n.p. Print. "  £

Messinger, D.W., J.A. van Aardt, D. McKeown, M.V. Casterline,J.W. Faulring, N.G. Raqueno, B. Basener, M. Velez-Reyes. “High Resolution and LIDAR Imaging Support to the Haiti Earthquake Relief Effort.” Imaging Spectrometry XV, Optics & Photonics, 7812 (August 2010): n.p. Print. " 

Weiner, A., D.W. Messinger. “An End-to-End Airborne FTS Simulation for Evaluating the Performance Trade Space in Fugitive Gas Identification.” Imaging Spectrometry XV,Optics & Photonics, 7812 (August 2010): n.p. Print. " 

Schlamm, A., R. Resmini, D.W. Messinger, B. Basener. “A comparison study of dimension estimationalgorithms.” SPIE, Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVI, 7695 (2010): n.p. Print. " 

Schlamm, A., D.W.Messinger, B. Basener. “A novel method for change detection in spectral imagery.” SPIE, Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVI, 7695 (2010): n.p. Print. " 

Ziemann, A., D.W.Messinger, B. Basener, A. Schlamm.“Iterative convex hull volume estimation inhyperspectral imagery for change detection.” SPIE, Algorithms and Technologies for Multispectral, Hyperspectral, andUltraspectral Imagery XVI, 7695 (2010): n.p. Print. " 

Sarrazin, D., J.A. van Aardt, D.W. Messinger, G.P. Asner. “Fusing waveform LIDAR and hyperspectral data for species-level structural assessment in savanna ecosystems.” SPIE, Laser Radar Technology and Applications XV, 7684 (2010): n.p. Print. " 

Hagstrom, S., D.W.Messinger, S.D. Brown. “Feature extraction using voxel aggregation of focuseddiscrete LIDAR data.” SPIE, Laser Radar Technology and Applications XV, 7684 (2010): n.p. Print. " 

Bartlett, B.D., M.G. Gartley, D.W. Messinger, C. Salvaggio, J.R. Schott. “Spectro-polarimetricbidirectional reflectance distribution function determination of in-scenematerials and its use in target detection applications”, Journal of Applied Remote Sensing, 4.043552 (2010): 1-21. Print. £

Nilosek, D.R.,C. Salvaggio. “Applying computer vision techniques to perform semi-automated analytical photogrammetry.” Image Processing Workshop, April 2010. n.p. Print. " 

Garrett, A.J., C. Salvaggio, M.V. Casterline. “Thermodynamics of partially frozen coolinglakes.” Proceedings of SPIE, SPIE Defenseand Security, Thermosense XXXII, Utilities and Fluid Dynamics, 7661 (2 April 2010): n.p. Print. " 

Casterline, M.V., C.Salvaggio, A.J. Garrett, J.W. Faulring, B.D.Bartlett, P.S. Salvaggio. “Improved temperature retrieval methods for the validation of a hydrodynamic simulation ofa partially frozen power plant cooling lake.”Proceedings of SPIE, SPIE Defense and Security, Thermosense XXXII, Utilities and Fluid Dynamics, 7661 (April 2010): n.p. Print. " 

Paul, S.E., A.A. Goodenough, S.D. Brown, C. Salvaggio. “Sub-pixel radiometry: A three-part study in generating synthetic imagery that incorporates sub-pixel variation.” Proceedings of SPIE, SPIE Defense and Security, Algorithms and Technologiesfor Multispectral, Hyperspectral, and Ultraspectral Imagery XVI, Modeling and Simulation, 7695 (April 2010): n.p. Print. " 

Cho, M.A., P. Debba,R. Mathieu, L. Naidoo, J.A. van Aardt, and G.P. Asner. “Improving discrimination of savanna tree species through a multiple endmember spectral angle mapperapproach: Canopy-level analysis.” IEEE Transactions on Geoscience and Remote Sensing, 48.11 (2010): 4133-4142. Print. £

Somers, B., S. Delalieux, W. Verstraeten, J.A. van Aardt, G. Albrigo, and P. Coppin. “An automated waveband selection technique for optimizedhyperspectral mixture analysis.” International Journal of Remote Sensing, 31.20 (2010): 5549-5568. Print. £

Cho, M.A., J.A. van Aardt, R. Main, and B. Majeke. “Evaluating variations of physiology-based hyperspectral features along a soil water gradient ina Eucalyptus grandis plantation.” International Journal of Remote Sensing, 31.12 (2010): 3143-3159. Print. £

Tesfamichael, S.G., and J.A. van Aardt. “Ahmed Estimating plot-level tree height and volume ofEucalyptus grandis plantations using small-footprint, discrete return lidar data.” Progress in Physical Geography, 34.4 (2010): 515-540. Print. £

Gebreslasie, M.T., Ahmed, J.A. van Aardt. “Predicting forest structural attributes using ancillary data and ASTER satellite data.” International Journal of Applied Earth Observation and Geoinformation, 12S (2010): S23-S26. Print. £

Messinger, D.W., J.A.van Aardt, D., McKeown, M.V. Casterline, J.W. Faulring, N.G. Raqueno, B. Basener, and M. Velez-Reyes. “High Resolution and LIDAR Imaging Support to the Haiti Earthquake Relief Effort.” Imaging Spectrometry XV, Optics & Photonics,7812 (August 2010): n.p. Print. " 

McGlinchy, J., J.A.van Aardt, H.E. Rhody, J.Kerekes, E.J. Ientilucci, G.P. Asner, D. Knapp, R.Mathieu, T. Kennedy-Bowdoin, B.F.Erasmus, K. Wessels, I.P. Smit, J. Wu, and D. Sarrazin.” Extracting Structural Land Cover Components using Small--footprint Waveform Lidar Data.” Proceedings of 2010 IEEE International Geoscience & Remote Sensing Symposium, IEEE, IGARSS, July 2010. n.p. Print. " 

Sarrazin, D., J.A. van Aardt, D.W. Messinger and G.P. Asner. “Fusing waveform LIDAR and hyperspectraldata for species-level structural assessment in savanna ecosystems.” SPIE, Laser RadarTechnology and Applications XV, 7684 (2010): n.p. Print. " 

Van Aardt, J.A., M. Vogel, W. Luck, J.D. Althausen. “Remote sensing systems for operational and research use.” Manual of Geospatial Science and Technology. 2010. n.p. Print.

Kremens, R.L., C.C. Hardy, M.B. Dickinson. “Moderndevelopments for ground based monitoringof fire behavior and effects.” IAWF, 3rd Fire Behavior and Fuels Conference. Spokane, WA. November 2010. Presentation.

van Aardt, J.A., M. Arthur, G. Carmean, R.L. Kremens, J.W. Faulring, D. McKeown. “A SamplingApproach to Forest Fuel Load Assessment Across Different Fire Regimes in Eastern Deciduous Forests using Small-footprint Discrete Return Lidar.” American Society for Photogrammetric Engineering and Remote Sensing (ASPRS), ASPRS 2010 Annual Conference. San Diego, CA. April 2010. Presentation.

Kremens, R.L., C.C. Hardy, M.B. Dickinson, “Time evolutionof landscape patterns for different prescribedfire ignition methods.” Ecological Society of America, Annual Meeting of the ESA. Pittsburgh, PA. 2010. Presentation.

Salvaggio, C., R.V. Raqueno, A.R. Scott, P.Y. Youkhana.“Accurate radiometric temperature measurements using thermal infrared imagery of small targets, physics-based modeling, and companion high-resolution optical image data sets.” University and Industry Technical Interchange Review Meeting, UITI 2010, Plenary Session. Knoxville, TN. December 2010. Presentation. " 

Van Aardt, J.A., J. Wu, J. Fisher, B.F. Erasmus, K. Wessels, R. Mathieu, G.P Asner, T. Kennedy-Bowdoin, and D. Knapp. “Comparing discrete return-to waveform lidar data for vegetation structural assessment: A contemporaneous, small-footprint study ina savanna ecosystem.” American Society for Photogrammetric Engineering and Remote Sensing (ASPRS), ASPRS 2010 Annual Conference. San Diego, CA. April 2010. Presentation. " 

Van Aardt, J.A., D. McKeown, A. Vodacek, S. Duvvuri, A. Pillai, C. Renschler, J.W. Faulring, H. Bischoff, H. Collins, and D. Boyd. “Information Products Laboratory for Emergency Response: Rapid Turnaround Geospatial Disaster Management Products with Fire and Earthquake Response as Case Studies.” American Society for Photogrammetric Engineering and Remote Sensing (ASPRS), ASPRS 2010 Annual Conference. San Diego, CA. April 2010. Presentation. " 

Van Aardt, J.A., M. Arthur, G. Carmean, R.L. Kremens, J.W. Faulring, and D. McKeown. “A Sampling Approach to Forest Fuel Load Assessment Across Different Fire Regimes in Eastern Deciduous Forests using Small-footprint Discrete Return Lidar.” American Society for PhotogrammetricEngineering and Remote Sensing (ASPRS),ASPRS 2010 Annual Conference. San Diego, CA. April 2010. Presentation.

van Aardt, J.A., D. McKeown, A. Vodacek, S. Duvvuri,A. Pillai, C. Renschler, J.W. Faulring, H. Bischoff, H. Collins, D. Boyd. “Information Products Laboratory for Emergency Response: Rapid Turnaround Geospatial Disaster Management Products with Fire and Earthquake Response as Case Studies.” American Society forPhotogrammetric Engineering and Remote Sensing (ASPRS), ASPRS 2010 Annual Conference. San Diego, CA.April 2010. Presentation. "