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\n \n 2019\n \n \n (6)\n \n \n
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\n\n \n \n \n \n \n \n Detecting Hydrated Minerals in Libya Montes, Mars Using MRO CRISM Hyperspectral Data.\n \n \n \n \n\n\n \n Kumar, C.; Chatterjee, S.; Oommen, T.; and Farrand, W. H.\n\n\n \n\n\n\n In volume 50, pages 2716, March 2019. \n
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@inproceedings{kumar_detecting_2019,\n\ttitle = {Detecting {Hydrated} {Minerals} in {Libya} {Montes}, {Mars} {Using} {MRO} {CRISM} {Hyperspectral} {Data}},\n\tvolume = {50},\n\turl = {http://adsabs.harvard.edu/abs/2019LPI....50.2716K},\n\tabstract = {Detecting the Mg/Fe-OH bearing minerals using CRISM hyperspectral to \nunderstand the mineralogy of the Libya Montes.},\n\turldate = {2019-04-08},\n\tauthor = {Kumar, C. and Chatterjee, S. and Oommen, T. and Farrand, W. H.},\n\tmonth = mar,\n\tyear = {2019},\n\tpages = {2716},\n}\n\n
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\n Detecting the Mg/Fe-OH bearing minerals using CRISM hyperspectral to understand the mineralogy of the Libya Montes.\n
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\n\n \n \n \n \n \n Evaluation of Photogrammetry and Inclusion of Control Points: Significance for Infrastructure Monitoring.\n \n \n \n\n\n \n Oats, R. C; Escobar-Wolf, R.; and Oommen, T.\n\n\n \n\n\n\n
Data, 4(1): 42. 2019.\n
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@article{oats_evaluation_2019,\n\ttitle = {Evaluation of {Photogrammetry} and {Inclusion} of {Control} {Points}: {Significance} for {Infrastructure} {Monitoring}},\n\tvolume = {4},\n\tnumber = {1},\n\tjournal = {Data},\n\tauthor = {Oats, Renee C and Escobar-Wolf, Rudiger and Oommen, Thomas},\n\tyear = {2019},\n\tpages = {42},\n}\n\n
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\n\n \n \n \n \n \n Satellite-based assessment of the August 2018 flood in parts of Kerala, India.\n \n \n \n\n\n \n Vishnu, C.; Sajinkumar, K.; Oommen, T; Coffman, R.; Thrivikramji, K.; Rani, V.; and Keerthy, S\n\n\n \n\n\n\n
Geomatics, Natural Hazards and Risk, 10(1): 758–767. 2019.\n
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@article{vishnu_satellite-based_2019,\n\ttitle = {Satellite-based assessment of the {August} 2018 flood in parts of {Kerala}, {India}},\n\tvolume = {10},\n\tnumber = {1},\n\tjournal = {Geomatics, Natural Hazards and Risk},\n\tauthor = {Vishnu, CL and Sajinkumar, KS and Oommen, T and Coffman, RA and Thrivikramji, KP and Rani, VR and Keerthy, S},\n\tyear = {2019},\n\tpages = {758--767},\n}\n\n
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\n\n \n \n \n \n \n Assessment of post-wildfire debris flow occurrence using classifier tree.\n \n \n \n\n\n \n Addison, P.; Oommen, T.; and Sha, Q.\n\n\n \n\n\n\n
Geomatics, Natural Hazards and Risk, 10(1): 505–518. 2019.\n
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@article{addison_assessment_2019,\n\ttitle = {Assessment of post-wildfire debris flow occurrence using classifier tree},\n\tvolume = {10},\n\tnumber = {1},\n\tjournal = {Geomatics, Natural Hazards and Risk},\n\tauthor = {Addison, Priscilla and Oommen, Thomas and Sha, Qiuying},\n\tyear = {2019},\n\tpages = {505--518},\n}\n\n
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\n\n \n \n \n \n \n Landslides near Enguri dam (Caucasus, Georgia) and possible seismotectonic effects.\n \n \n \n\n\n \n Tibaldi, A.; Oppizzi, P.; Gierke, J. S; Oommen, T.; Tsereteli, N.; and Gogoladze, Z.\n\n\n \n\n\n\n
Natural Hazards and Earth System Sciences, 19: 71. 2019.\n
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@article{tibaldi_landslides_2019,\n\ttitle = {Landslides near {Enguri} dam ({Caucasus}, {Georgia}) and possible seismotectonic effects},\n\tvolume = {19},\n\tjournal = {Natural Hazards and Earth System Sciences},\n\tauthor = {Tibaldi, Alessandro and Oppizzi, Paolo and Gierke, John S and Oommen, Thomas and Tsereteli, Nino and Gogoladze, Zurab},\n\tyear = {2019},\n\tpages = {71},\n}\n\n
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\n \n 2018\n \n \n (13)\n \n \n
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\n\n \n \n \n \n \n Hyperspectral based Mapping of Hydrothermal Altered Minerals using AVIRIS-NG Data and Machine Learning Algorithms in Hutti-Maski Gold Deposit Region, India.\n \n \n \n\n\n \n Kumar, C; Chatterjee, S; and Oommen, T\n\n\n \n\n\n\n In
AGU Fall Meeting Abstracts, 2018. \n
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@inproceedings{kumar_hyperspectral_2018,\n\ttitle = {Hyperspectral based {Mapping} of {Hydrothermal} {Altered} {Minerals} using {AVIRIS}-{NG} {Data} and {Machine} {Learning} {Algorithms} in {Hutti}-{Maski} {Gold} {Deposit} {Region}, {India}},\n\tbooktitle = {{AGU} {Fall} {Meeting} {Abstracts}},\n\tauthor = {Kumar, C and Chatterjee, S and Oommen, T},\n\tyear = {2018},\n}\n\n
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\n\n \n \n \n \n \n Landslide mapping using GPS, optical, and radar data: A case study in the Portuguese Bend Landslide Complex, California between 2007 and 2017.\n \n \n \n\n\n \n Oommen, T; Bouali, E.; and Escobar-Wolf, R.\n\n\n \n\n\n\n In
AGU Fall Meeting Abstracts, 2018. \n
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@inproceedings{oommen_landslide_2018,\n\ttitle = {Landslide mapping using {GPS}, optical, and radar data: {A} case study in the {Portuguese} {Bend} {Landslide} {Complex}, {California} between 2007 and 2017},\n\tbooktitle = {{AGU} {Fall} {Meeting} {Abstracts}},\n\tauthor = {Oommen, T and Bouali, EHY and Escobar-Wolf, RP},\n\tyear = {2018},\n}\n\n
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\n\n \n \n \n \n \n The Area to Point Geostatistical Simulation-based Resolution Improvement of GRS Instrument Data of MARS Odyssey Orbiter.\n \n \n \n\n\n \n Chatterjee, S; Kumar, C; and Oommen, T\n\n\n \n\n\n\n In
AGU Fall Meeting Abstracts, 2018. \n
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@inproceedings{chatterjee_area_2018,\n\ttitle = {The {Area} to {Point} {Geostatistical} {Simulation}-based {Resolution} {Improvement} of {GRS} {Instrument} {Data} of {MARS} {Odyssey} {Orbiter}},\n\tbooktitle = {{AGU} {Fall} {Meeting} {Abstracts}},\n\tauthor = {Chatterjee, S and Kumar, C and Oommen, T},\n\tyear = {2018},\n}\n\n
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\n\n \n \n \n \n \n Synthetic Aperture Radar for Burn Severity Estimation.\n \n \n \n\n\n \n Oommen, T; and Addison, P\n\n\n \n\n\n\n In
AGU Fall Meeting Abstracts, 2018. \n
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@inproceedings{oommen_synthetic_2018,\n\ttitle = {Synthetic {Aperture} {Radar} for {Burn} {Severity} {Estimation}},\n\tbooktitle = {{AGU} {Fall} {Meeting} {Abstracts}},\n\tauthor = {Oommen, T and Addison, P},\n\tyear = {2018},\n}\n\n
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\n\n \n \n \n \n \n Implementation of Unmanned Aerial Vehicles (UAVs) for Assessment of Transportation Infrastructure: Phase II.\n \n \n \n\n\n \n Brooks, C; Dobson, R; Banach, D; Oommen, T.; Zhang, K; Mukherjee, A; Havens, T.; Ahborn, T; Escobar-Wolf, R; Bhat, C; and others\n\n\n \n\n\n\n Technical Report Michigan Technological University, 2018.\n
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@techreport{brooks_implementation_2018,\n\ttitle = {Implementation of {Unmanned} {Aerial} {Vehicles} ({UAVs}) for {Assessment} of {Transportation} {Infrastructure}: {Phase} {II}},\n\tinstitution = {Michigan Technological University},\n\tauthor = {Brooks, C and Dobson, R and Banach, D and Oommen, Thomas and Zhang, K and Mukherjee, A and Havens, Timothy and Ahborn, T and Escobar-Wolf, R and Bhat, C and {others}},\n\tyear = {2018},\n}\n\n
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\n\n \n \n \n \n \n Regional-scale back-analysis using TRIGRS: an approach to advance landslide hazard modeling and prediction in sparse data regions.\n \n \n \n\n\n \n Weidner, L.; Oommen, T.; Escobar-Wolf, R.; Sajinkumar, K.; and Samuel, R. A\n\n\n \n\n\n\n
Landslides, 15(12): 2343–2356. 2018.\n
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@article{weidner_regional-scale_2018,\n\ttitle = {Regional-scale back-analysis using {TRIGRS}: an approach to advance landslide hazard modeling and prediction in sparse data regions},\n\tvolume = {15},\n\tnumber = {12},\n\tjournal = {Landslides},\n\tauthor = {Weidner, Luke and Oommen, Thomas and Escobar-Wolf, Rüdiger and Sajinkumar, KS and Samuel, Rinu A},\n\tyear = {2018},\n\tpages = {2343--2356},\n}\n\n
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\n\n \n \n \n \n \n Utilizing satellite radar remote sensing for burn severity estimation.\n \n \n \n\n\n \n Addison, P.; and Oommen, T.\n\n\n \n\n\n\n
International journal of applied earth observation and geoinformation, 73: 292–299. 2018.\n
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@article{addison_utilizing_2018,\n\ttitle = {Utilizing satellite radar remote sensing for burn severity estimation},\n\tvolume = {73},\n\tjournal = {International journal of applied earth observation and geoinformation},\n\tauthor = {Addison, Priscilla and Oommen, Thomas},\n\tyear = {2018},\n\tpages = {292--299},\n}\n\n
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\n\n \n \n \n \n \n Early warning system for shallow landslides using rainfall threshold and slope stability analysis.\n \n \n \n\n\n \n Naidu, S.; Sajinkumar, K.; Oommen, T.; Anuja, V.; Samuel, R. A; and Muraleedharan, C\n\n\n \n\n\n\n
Geoscience Frontiers, 9(6): 1871–1882. 2018.\n
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@article{naidu_early_2018,\n\ttitle = {Early warning system for shallow landslides using rainfall threshold and slope stability analysis},\n\tvolume = {9},\n\tnumber = {6},\n\tjournal = {Geoscience Frontiers},\n\tauthor = {Naidu, Shruti and Sajinkumar, KS and Oommen, Thomas and Anuja, VJ and Samuel, Rinu A and Muraleedharan, C},\n\tyear = {2018},\n\tpages = {1871--1882},\n}\n\n
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\n\n \n \n \n \n \n Significance of variable selection and scaling issues for probabilistic modeling of rainfall-induced landslide susceptibility.\n \n \n \n\n\n \n Oommen, T.; Cobin, P. F; Gierke, J. S; and Sajinkumar, K.\n\n\n \n\n\n\n
Spatial Information Research, 26(1): 21–31. 2018.\n
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@article{oommen_significance_2018,\n\ttitle = {Significance of variable selection and scaling issues for probabilistic modeling of rainfall-induced landslide susceptibility},\n\tvolume = {26},\n\tnumber = {1},\n\tjournal = {Spatial Information Research},\n\tauthor = {Oommen, Thomas and Cobin, Patrice F and Gierke, John S and Sajinkumar, KS},\n\tyear = {2018},\n\tpages = {21--31},\n}\n\n
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\n\n \n \n \n \n \n A comparative analysis of pixel-and object-based detection of landslides from very high-resolution images.\n \n \n \n\n\n \n Keyport, R. N; Oommen, T.; Martha, T. R; Sajinkumar, K.; and Gierke, J. S\n\n\n \n\n\n\n
International journal of applied earth observation and geoinformation, 64: 1–11. 2018.\n
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@article{keyport_comparative_2018,\n\ttitle = {A comparative analysis of pixel-and object-based detection of landslides from very high-resolution images},\n\tvolume = {64},\n\tjournal = {International journal of applied earth observation and geoinformation},\n\tauthor = {Keyport, Ren N and Oommen, Thomas and Martha, Tapas R and Sajinkumar, KS and Gierke, John S},\n\tyear = {2018},\n\tpages = {1--11},\n}\n\n
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\n\n \n \n \n \n \n Unmanned aerial vehicle (UAV)-based assessment of concrete bridge deck delamination using thermal and visible camera sensors: A preliminary analysis.\n \n \n \n\n\n \n Escobar-Wolf, R.; Oommen, T.; Brooks, C. N; Dobson, R. J; and Ahlborn, T. M\n\n\n \n\n\n\n
Research in Nondestructive Evaluation, 29(4): 183–198. 2018.\n
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@article{escobar-wolf_unmanned_2018,\n\ttitle = {Unmanned aerial vehicle ({UAV})-based assessment of concrete bridge deck delamination using thermal and visible camera sensors: {A} preliminary analysis},\n\tvolume = {29},\n\tnumber = {4},\n\tjournal = {Research in Nondestructive Evaluation},\n\tauthor = {Escobar-Wolf, Rudiger and Oommen, Thomas and Brooks, Colin N and Dobson, Richard J and Ahlborn, Theresa M},\n\tyear = {2018},\n\tpages = {183--198},\n}\n\n
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\n\n \n \n \n \n \n Mapping of slow landslides on the Palos Verdes Peninsula using the California landslide inventory and persistent scatterer interferometry.\n \n \n \n\n\n \n Bouali, E. H.; Oommen, T.; and Escobar-Wolf, R.\n\n\n \n\n\n\n
Landslides, 15(3): 439–452. 2018.\n
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@article{bouali_mapping_2018,\n\ttitle = {Mapping of slow landslides on the {Palos} {Verdes} {Peninsula} using the {California} landslide inventory and persistent scatterer interferometry},\n\tvolume = {15},\n\tnumber = {3},\n\tjournal = {Landslides},\n\tauthor = {Bouali, El Hachemi and Oommen, Thomas and Escobar-Wolf, Rüdiger},\n\tyear = {2018},\n\tpages = {439--452},\n}\n\n
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\n \n 2017\n \n \n (13)\n \n \n
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\n\n \n \n \n \n \n Using UAV collected bridge condition data for a rating exercise.\n \n \n \n\n\n \n Brooks, C. N.; Oommen, T.; Havens, T. C; Ahlborn, T. M; Mukerjee, A; Zhang, K; Dobson, R. J; Banach, D. M; Semenchuck, A; Escobar Wolf, R. P; and others\n\n\n \n\n\n\n Technical Report 2017.\n
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@techreport{brooks_using_2017,\n\ttitle = {Using {UAV} collected bridge condition data for a rating exercise},\n\tauthor = {Brooks, Colin Neil and Oommen, Thomas and Havens, Timothy C and Ahlborn, Theresa M and Mukerjee, A and Zhang, K and Dobson, Richard J and Banach, David M and Semenchuck, A and Escobar Wolf, Rüdiger P and {others}},\n\tyear = {2017},\n}\n\n
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\n\n \n \n \n \n \n Mineral Potential in India Using Airborne Visible/Infrared Imaging Spectrometer-Next Generation (AVIRIS-NG) Data.\n \n \n \n\n\n \n Oommen, T; and Chatterjee, S\n\n\n \n\n\n\n In
AGU Fall Meeting Abstracts, 2017. \n
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@inproceedings{oommen_mineral_2017,\n\ttitle = {Mineral {Potential} in {India} {Using} {Airborne} {Visible}/{Infrared} {Imaging} {Spectrometer}-{Next} {Generation} ({AVIRIS}-{NG}) {Data}},\n\tbooktitle = {{AGU} {Fall} {Meeting} {Abstracts}},\n\tauthor = {Oommen, T and Chatterjee, S},\n\tyear = {2017},\n}\n\n
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\n\n \n \n \n \n \n Landslide Life-Cycle Monitoring and Failure Prediction using Satellite Remote Sensing.\n \n \n \n\n\n \n Bouali, E.; Oommen, T; and Escobar-Wolf, R.\n\n\n \n\n\n\n In
AGU Fall Meeting Abstracts, 2017. \n
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@inproceedings{bouali_landslide_2017,\n\ttitle = {Landslide {Life}-{Cycle} {Monitoring} and {Failure} {Prediction} using {Satellite} {Remote} {Sensing}},\n\tbooktitle = {{AGU} {Fall} {Meeting} {Abstracts}},\n\tauthor = {Bouali, EHY and Oommen, T and Escobar-Wolf, RP},\n\tyear = {2017},\n}\n\n
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\n\n \n \n \n \n \n Effect of label noise on the machine-learned classification of earthquake damage.\n \n \n \n\n\n \n Frank, J.; Rebbapragada, U.; Bialas, J.; Oommen, T.; and Havens, T.\n\n\n \n\n\n\n
Remote Sensing, 9(8): 803. 2017.\n
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@article{frank_effect_2017,\n\ttitle = {Effect of label noise on the machine-learned classification of earthquake damage},\n\tvolume = {9},\n\tnumber = {8},\n\tjournal = {Remote Sensing},\n\tauthor = {Frank, Jared and Rebbapragada, Umaa and Bialas, James and Oommen, Thomas and Havens, Timothy},\n\tyear = {2017},\n\tpages = {803},\n}\n\n
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\n\n \n \n \n \n \n Stabilisation of iron mine tailings through biocalcification.\n \n \n \n\n\n \n Buikema, N. D; Zwissler, B. E; Seagren, E. A; Oommen, T.; and Vitton, S.\n\n\n \n\n\n\n
Environmental Geotechnics, 5(2): 94–106. 2017.\n
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@article{buikema_stabilisation_2017,\n\ttitle = {Stabilisation of iron mine tailings through biocalcification},\n\tvolume = {5},\n\tnumber = {2},\n\tjournal = {Environmental Geotechnics},\n\tauthor = {Buikema, Noah D and Zwissler, Bonnie E and Seagren, Eric A and Oommen, Thomas and Vitton, Stanley},\n\tyear = {2017},\n\tpages = {94--106},\n}\n\n
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\n\n \n \n \n \n \n Consolidation settlement of Salt Lake County tailings impoundment revealed by time-series InSAR observations from multiple radar satellites.\n \n \n \n\n\n \n Hu, X.; Oommen, T.; Lu, Z.; Wang, T.; and Kim, J.\n\n\n \n\n\n\n
Remote sensing of environment, 202: 199–209. 2017.\n
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@article{hu_consolidation_2017,\n\ttitle = {Consolidation settlement of {Salt} {Lake} {County} tailings impoundment revealed by time-series {InSAR} observations from multiple radar satellites},\n\tvolume = {202},\n\tjournal = {Remote sensing of environment},\n\tauthor = {Hu, Xie and Oommen, Thomas and Lu, Zhong and Wang, Teng and Kim, Jin-Woo},\n\tyear = {2017},\n\tpages = {199--209},\n}\n\n
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\n\n \n \n \n \n \n A Novel Application of Photogrammetry for Retaining Wall Assessment.\n \n \n \n\n\n \n Oats, R.; Escobar-Wolf, R.; and Oommen, T.\n\n\n \n\n\n\n
Infrastructures, 2(3): 10. 2017.\n
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@article{oats_novel_2017,\n\ttitle = {A {Novel} {Application} of {Photogrammetry} for {Retaining} {Wall} {Assessment}},\n\tvolume = {2},\n\tnumber = {3},\n\tjournal = {Infrastructures},\n\tauthor = {Oats, Renee and Escobar-Wolf, Rudiger and Oommen, Thomas},\n\tyear = {2017},\n\tpages = {10},\n}\n\n
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\n\n \n \n \n \n \n Rail Embankment Stabilization Needs on the Hudson Bay Railway.\n \n \n \n\n\n \n Oommen, T.; Lautala, P.; Addison, P.; and others\n\n\n \n\n\n\n Technical Report Michigan Technological University, 2017.\n
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@techreport{oommen_rail_2017,\n\ttitle = {Rail {Embankment} {Stabilization} {Needs} on the {Hudson} {Bay} {Railway}},\n\tinstitution = {Michigan Technological University},\n\tauthor = {Oommen, Thomas and Lautala, Pasi and Addison, Priscilla and {others}},\n\tyear = {2017},\n}\n\n
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\n\n \n \n \n \n \n Machine learning based predictive modeling of debris flow probability following wildfire in the intermountain Western United States.\n \n \n \n\n\n \n Kern, A. N; Addison, P.; Oommen, T.; Salazar, S. E; and Coffman, R. A\n\n\n \n\n\n\n
Mathematical Geosciences, 49(6): 717–735. 2017.\n
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@article{kern_machine_2017,\n\ttitle = {Machine learning based predictive modeling of debris flow probability following wildfire in the intermountain {Western} {United} {States}},\n\tvolume = {49},\n\tnumber = {6},\n\tjournal = {Mathematical Geosciences},\n\tauthor = {Kern, Ashley N and Addison, Priscilla and Oommen, Thomas and Salazar, Sean E and Coffman, Richard A},\n\tyear = {2017},\n\tpages = {717--735},\n}\n\n
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\n\n \n \n \n \n \n Thermal remote sensing for moisture content monitoring of mine tailings: laboratory study.\n \n \n \n\n\n \n Zwissler, B.; Oommen, T.; Vitton, S.; and Seagren, E. A\n\n\n \n\n\n\n
Environmental and Engineering Geoscience, 23(4): 299–312. 2017.\n
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@article{zwissler_thermal_2017,\n\ttitle = {Thermal remote sensing for moisture content monitoring of mine tailings: laboratory study},\n\tvolume = {23},\n\tnumber = {4},\n\tjournal = {Environmental and Engineering Geoscience},\n\tauthor = {Zwissler, Bonnie and Oommen, Thomas and Vitton, Stan and Seagren, Eric A},\n\tyear = {2017},\n\tpages = {299--312},\n}\n\n
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\n\n \n \n \n \n \n Three-dimensional displacements of a large volcano flank movement during the May 2010 eruptions at Pacaya Volcano, Guatemala.\n \n \n \n\n\n \n Schaefer, L.; Wang, T; Escobar-Wolf, R; Oommen, T; Lu, Z; Kim, J; Lundgren, P.; and Waite, G.\n\n\n \n\n\n\n
Geophysical Research Letters, 44(1): 135–142. 2017.\n
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@article{schaefer_three-dimensional_2017,\n\ttitle = {Three-dimensional displacements of a large volcano flank movement during the {May} 2010 eruptions at {Pacaya} {Volcano}, {Guatemala}},\n\tvolume = {44},\n\tnumber = {1},\n\tjournal = {Geophysical Research Letters},\n\tauthor = {Schaefer, LN and Wang, T and Escobar-Wolf, R and Oommen, T and Lu, Z and Kim, J and Lundgren, PR and Waite, GP},\n\tyear = {2017},\n\tpages = {135--142},\n}\n\n
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\n \n 2016\n \n \n (12)\n \n \n
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\n\n \n \n \n \n \n Risk Assessment.\n \n \n \n\n\n \n Escobar-Wolf, R.; Bouali, E. H.; and Oommen, T.\n\n\n \n\n\n\n
Encyclopedia of Engineering Geology,1–4. 2016.\n
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@article{escobar-wolf_risk_2016,\n\ttitle = {Risk {Assessment}},\n\tjournal = {Encyclopedia of Engineering Geology},\n\tauthor = {Escobar-Wolf, Rüdiger and Bouali, El Hachemi and Oommen, Thomas},\n\tyear = {2016},\n\tpages = {1--4},\n}\n\n
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\n\n \n \n \n \n \n Object-based classification of earthquake damage from high-resolution optical imagery using machine learning.\n \n \n \n\n\n \n Bialas, J.; Oommen, T.; Rebbapragada, U.; and Levin, E.\n\n\n \n\n\n\n
Journal of Applied Remote Sensing, 10(3): 036025. 2016.\n
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@article{bialas_object-based_2016,\n\ttitle = {Object-based classification of earthquake damage from high-resolution optical imagery using machine learning},\n\tvolume = {10},\n\tnumber = {3},\n\tjournal = {Journal of Applied Remote Sensing},\n\tauthor = {Bialas, James and Oommen, Thomas and Rebbapragada, Umaa and Levin, Eugene},\n\tyear = {2016},\n\tpages = {036025},\n}\n\n
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\n\n \n \n \n \n \n Utilizing Vegetation Indices as a Proxy to Characterize the Stability of a Railway Embankment in a Permafrost Region.\n \n \n \n\n\n \n Addison, P.; Lautala, P.; and Oommen, T.\n\n\n \n\n\n\n
AIMS GEOSCIENCES, 2(4): 329–344. 2016.\n
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@article{addison_utilizing_2016,\n\ttitle = {Utilizing {Vegetation} {Indices} as a {Proxy} to {Characterize} the {Stability} of a {Railway} {Embankment} in a {Permafrost} {Region}},\n\tvolume = {2},\n\tnumber = {4},\n\tjournal = {AIMS GEOSCIENCES},\n\tauthor = {Addison, Priscilla and Lautala, Pasi and Oommen, Thomas},\n\tyear = {2016},\n\tpages = {329--344},\n}\n\n
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\n\n \n \n \n \n \n Improving global detection of volcanic eruptions using the Ozone Monitoring Instrument (OMI).\n \n \n \n\n\n \n Flower, V. J.; Oommen, T.; and Carn, S. A\n\n\n \n\n\n\n
Atmospheric Measurement Techniques, 9(11): 5487–5498. 2016.\n
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@article{flower_improving_2016,\n\ttitle = {Improving global detection of volcanic eruptions using the {Ozone} {Monitoring} {Instrument} ({OMI})},\n\tvolume = {9},\n\tnumber = {11},\n\tjournal = {Atmospheric Measurement Techniques},\n\tauthor = {Flower, Verity JB and Oommen, Thomas and Carn, Simon A},\n\tyear = {2016},\n\tpages = {5487--5498},\n}\n\n
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\n\n \n \n \n \n \n Liquefaction.\n \n \n \n\n\n \n Oommen, T.\n\n\n \n\n\n\n
Encyclopedia of Engineering Geology,1–2. 2016.\n
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@article{oommen_liquefaction_2016,\n\ttitle = {Liquefaction},\n\tjournal = {Encyclopedia of Engineering Geology},\n\tauthor = {Oommen, Thomas},\n\tyear = {2016},\n\tpages = {1--2},\n}\n\n
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\n\n \n \n \n \n \n Rockfall Hazard Rating System: Benefits of Utilizing Remote Sensing.\n \n \n \n\n\n \n Bouali, E. H. Y.; Oommen, T.; Vitton, S.; Escobar-Wolf, R.; and Brooks, C.\n\n\n \n\n\n\n
Environmental & Engineering Geoscience,1078–7275. 2016.\n
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@article{bouali_rockfall_2016,\n\ttitle = {Rockfall {Hazard} {Rating} {System}: {Benefits} of {Utilizing} {Remote} {Sensing}},\n\tjournal = {Environmental \\& Engineering Geoscience},\n\tauthor = {Bouali, El Hachemi Yousef and Oommen, Thomas and Vitton, Stanley and Escobar-Wolf, Rudiger and Brooks, Colin},\n\tyear = {2016},\n\tpages = {1078--7275},\n}\n\n
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\n\n \n \n \n \n \n Improving automated global detection of volcanic SO2 plumes using the Ozone Monitoring Instrument (OMI).\n \n \n \n\n\n \n Flower, V.; Oommen, T.; and Carn, S. A\n\n\n \n\n\n\n
Atmospheric Measurement Techniques doi, 10. 2016.\n
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@article{flower_improving_2016-1,\n\ttitle = {Improving automated global detection of volcanic {SO2} plumes using the {Ozone} {Monitoring} {Instrument} ({OMI})},\n\tvolume = {10},\n\tjournal = {Atmospheric Measurement Techniques doi},\n\tauthor = {Flower, VJ and Oommen, Thomas and Carn, Simon A},\n\tyear = {2016},\n}\n\n
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\n\n \n \n \n \n \n Embankment Stabilization Techniques for Railroads on Permafrost.\n \n \n \n\n\n \n Addison, P. E; Lautala, P.; Oommen, T.; and Vallos, Z.\n\n\n \n\n\n\n In
2016 Joint Rail Conference, pages V001T01A008–V001T01A008, 2016. American Society of Mechanical Engineers\n
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@inproceedings{addison_embankment_2016,\n\ttitle = {Embankment {Stabilization} {Techniques} for {Railroads} on {Permafrost}},\n\tbooktitle = {2016 {Joint} {Rail} {Conference}},\n\tpublisher = {American Society of Mechanical Engineers},\n\tauthor = {Addison, Priscilla E and Lautala, Pasi and Oommen, Thomas and Vallos, Zachary},\n\tyear = {2016},\n\tpages = {V001T01A008--V001T01A008},\n}\n\n
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\n\n \n \n \n \n \n Method to quantify freeze-thaw effects on temperate climate soils: Calvert Cliffs.\n \n \n \n\n\n \n Zwissler, B.; Oommen, T.; and Vitton, S.\n\n\n \n\n\n\n
Journal of Cold Regions Engineering, 30(4): 06016002. 2016.\n
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@article{zwissler_method_2016,\n\ttitle = {Method to quantify freeze-thaw effects on temperate climate soils: {Calvert} {Cliffs}},\n\tvolume = {30},\n\tnumber = {4},\n\tjournal = {Journal of Cold Regions Engineering},\n\tauthor = {Zwissler, Bonnie and Oommen, Thomas and Vitton, Stan},\n\tyear = {2016},\n\tpages = {06016002},\n}\n\n
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\n\n \n \n \n \n \n Post-eruption deformation processes measured using ALOS-1 and UAVSAR InSAR at Pacaya Volcano, Guatemala.\n \n \n \n\n\n \n Schaefer, L.; Lu, Z.; and Oommen, T.\n\n\n \n\n\n\n
Remote Sensing, 8(1): 73. 2016.\n
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@article{schaefer_post-eruption_2016,\n\ttitle = {Post-eruption deformation processes measured using {ALOS}-1 and {UAVSAR} {InSAR} at {Pacaya} {Volcano}, {Guatemala}},\n\tvolume = {8},\n\tnumber = {1},\n\tjournal = {Remote Sensing},\n\tauthor = {Schaefer, Lauren and Lu, Zhong and Oommen, Thomas},\n\tyear = {2016},\n\tpages = {73},\n}\n\n
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\n\n \n \n \n \n \n Interferometric stacking toward geohazard identification and geotechnical asset monitoring.\n \n \n \n\n\n \n Bouali, E. H.; Oommen, T.; and Escobar-Wolf, R.\n\n\n \n\n\n\n
Journal of Infrastructure Systems, 22(2): 05016001. 2016.\n
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@article{bouali_interferometric_2016,\n\ttitle = {Interferometric stacking toward geohazard identification and geotechnical asset monitoring},\n\tvolume = {22},\n\tnumber = {2},\n\tjournal = {Journal of Infrastructure Systems},\n\tauthor = {Bouali, El Hachemi and Oommen, Thomas and Escobar-Wolf, Rüdiger},\n\tyear = {2016},\n\tpages = {05016001},\n}\n\n
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\n \n 2015\n \n \n (15)\n \n \n
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\n\n \n \n \n \n \n Ground Feature Monitoring Using Satellite Imagery: How Interferometric Stacking of SAR Can Mitigate Geo-Disasters Along Transportation Corridors.\n \n \n \n\n\n \n Bouali, E. H.; Escobar-Wolf, R.; and Oommen, T.\n\n\n \n\n\n\n
Geo-Strata—Geo Institute of ASCE, 19(4): 52–57. 2015.\n
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@article{bouali_ground_2015,\n\ttitle = {Ground {Feature} {Monitoring} {Using} {Satellite} {Imagery}: {How} {Interferometric} {Stacking} of {SAR} {Can} {Mitigate} {Geo}-{Disasters} {Along} {Transportation} {Corridors}},\n\tvolume = {19},\n\tnumber = {4},\n\tjournal = {Geo-Strata—Geo Institute of ASCE},\n\tauthor = {Bouali, El Hachemi and Escobar-Wolf, Rüdiger and Oommen, Thomas},\n\tyear = {2015},\n\tpages = {52--57},\n}\n\n
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\n\n \n \n \n \n \n Evaluating the use of unmanned aerial vehicles for transportation purposes:[parts AD].\n \n \n \n\n\n \n Brooks, C.; Dobson, R. J; Banach, D. M; Dean, D.; Oommen, T.; Wolf, R. E.; Havens, T. C; Ahlborn, T. M; Hart, B.; and others\n\n\n \n\n\n\n Technical Report Michigan. Dept. of Transportation. Office of Research and Best Practices, 2015.\n
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@techreport{brooks_evaluating_2015,\n\ttitle = {Evaluating the use of unmanned aerial vehicles for transportation purposes:[parts {AD}].},\n\tinstitution = {Michigan. Dept. of Transportation. Office of Research and Best Practices},\n\tauthor = {Brooks, Colin and Dobson, Richard J and Banach, David M and Dean, David and Oommen, Thomas and Wolf, Rudiger Escobar and Havens, Timothy C and Ahlborn, Theresa M and Hart, Ben and {others}},\n\tyear = {2015},\n}\n\n
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\n\n \n \n \n \n \n Sustainable Geotechnical Asset Management along the Transportation Infrastructure Environment Using Remote Sensing.\n \n \n \n\n\n \n Wolf, R. E.; Bouali, E. H.; Oommen, T.; Dobson, R. J; Vitton, S.; Brooks, C.; Lautala, P.; and others\n\n\n \n\n\n\n . 2015.\n
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@article{wolf_sustainable_2015,\n\ttitle = {Sustainable {Geotechnical} {Asset} {Management} along the {Transportation} {Infrastructure} {Environment} {Using} {Remote} {Sensing}},\n\tauthor = {Wolf, Rudiger Escobar and Bouali, El Hachemi and Oommen, Thomas and Dobson, Richard J and Vitton, Stanley and Brooks, Colin and Lautala, Pasi and {others}},\n\tyear = {2015},\n}\n\n
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\n\n \n \n \n \n \n Evaluating the Use of Unmanned Aerial Vehicles for Transportation Purposes: Final Report, No. RC-1616.\n \n \n \n\n\n \n Brooks, C. N; Dobson, R. J; Banach, D. M; Dean, D. B; Oommen, T.; Wolf, R. E.; Havens, T. C; Ahlborn, T. M; Hart, B. E; Cook, S. J; and others\n\n\n \n\n\n\n Michigan Technological University, 2015.\n
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@book{brooks_evaluating_2015-1,\n\ttitle = {Evaluating the {Use} of {Unmanned} {Aerial} {Vehicles} for {Transportation} {Purposes}: {Final} {Report}, {No}. {RC}-1616},\n\tpublisher = {Michigan Technological University},\n\tauthor = {Brooks, Colin N and Dobson, Richard J and Banach, David M and Dean, David B and Oommen, Thomas and Wolf, Rudiger Escobar and Havens, Timothy C and Ahlborn, Theresa M and Hart, Benjamin E and Cook, Steven J and {others}},\n\tyear = {2015},\n}\n\n
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\n\n \n \n \n \n \n A multi-sensor approach to monitor slope displacement.\n \n \n \n\n\n \n Bouali, E.; Oommen, T; and Escobar-Wolf, R.\n\n\n \n\n\n\n In
AGU Fall Meeting Abstracts, 2015. \n
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@inproceedings{bouali_multi-sensor_2015,\n\ttitle = {A multi-sensor approach to monitor slope displacement},\n\tbooktitle = {{AGU} {Fall} {Meeting} {Abstracts}},\n\tauthor = {Bouali, EHY and Oommen, T and Escobar-Wolf, RP},\n\tyear = {2015},\n}\n\n
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\n\n \n \n \n \n \n Automated Identification of Volcanic Plumes using the Ozone Monitoring Instrument (OMI).\n \n \n \n\n\n \n Flower, V.; Oommen, T; and Carn, S.\n\n\n \n\n\n\n In
AGU Fall Meeting Abstracts, 2015. \n
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@inproceedings{flower_automated_2015,\n\ttitle = {Automated {Identification} of {Volcanic} {Plumes} using the {Ozone} {Monitoring} {Instrument} ({OMI})},\n\tbooktitle = {{AGU} {Fall} {Meeting} {Abstracts}},\n\tauthor = {Flower, VJB and Oommen, T and Carn, SA},\n\tyear = {2015},\n}\n\n
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\n\n \n \n \n \n \n Evaluating the use of unmanned aerial vehicles for transportation purposes.\n \n \n \n\n\n \n Brooks, C.; Dobson, R. J; Banach, D. M; Dean, D.; Oommen, T.; Wolf, R. E.; Havens, T. C; Ahlborn, T. M; and Hart, B.\n\n\n \n\n\n\n Technical Report 2015.\n
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@techreport{brooks_evaluating_2015-2,\n\ttitle = {Evaluating the use of unmanned aerial vehicles for transportation purposes},\n\tauthor = {Brooks, Colin and Dobson, Richard J and Banach, David M and Dean, David and Oommen, Thomas and Wolf, Rudiger Escobar and Havens, Timothy C and Ahlborn, Theresa M and Hart, Ben},\n\tyear = {2015},\n}\n\n
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\n\n \n \n \n \n \n Retrieving leaf area index from remotely sensed data using advanced statistical approaches.\n \n \n \n\n\n \n Gowda, P; Oommen, T; Misra, D; Schwartz, R; Howell, T; and Wagle, P\n\n\n \n\n\n\n
GIScience and Remote Sensing, 4: 156. 2015.\n
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@article{gowda_retrieving_2015,\n\ttitle = {Retrieving leaf area index from remotely sensed data using advanced statistical approaches},\n\tvolume = {4},\n\tjournal = {GIScience and Remote Sensing},\n\tauthor = {Gowda, P and Oommen, T and Misra, D and Schwartz, R and Howell, T and Wagle, P},\n\tyear = {2015},\n\tpages = {156},\n}\n\n
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\n\n \n \n \n \n \n Rail embankment investigation using remote sensing for a permafrost region.\n \n \n \n\n\n \n Addison, P.; Baeckeroot, J.; Oommen, T.; Lautala, P.; Koff, K.; and Vallos, Z.\n\n\n \n\n\n\n In
Cold Regions Engineering 2015, pages 90–101. 2015.\n
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@incollection{addison_rail_2015,\n\ttitle = {Rail embankment investigation using remote sensing for a permafrost region},\n\tbooktitle = {Cold {Regions} {Engineering} 2015},\n\tauthor = {Addison, Priscilla and Baeckeroot, Jeffrey and Oommen, Thomas and Lautala, Pasi and Koff, Kendall and Vallos, Zachary},\n\tyear = {2015},\n\tpages = {90--101},\n}\n\n
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\n\n \n \n \n \n \n Dramatic volcanic instability revealed by InSAR.\n \n \n \n\n\n \n Schaefer, L.; Lu, Z; and Oommen, T\n\n\n \n\n\n\n
Geology, 43(8): 743–746. 2015.\n
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@article{schaefer_dramatic_2015,\n\ttitle = {Dramatic volcanic instability revealed by {InSAR}},\n\tvolume = {43},\n\tnumber = {8},\n\tjournal = {Geology},\n\tauthor = {Schaefer, LN and Lu, Z and Oommen, T},\n\tyear = {2015},\n\tpages = {743--746},\n}\n\n
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\n\n \n \n \n \n \n Geomechanical rock properties of a basaltic volcano.\n \n \n \n\n\n \n Schaefer, L. N; Kendrick, J. E; Oommen, T.; Lavallée, Y.; and Chigna, G.\n\n\n \n\n\n\n
Frontiers in Earth Science, 3: 29. 2015.\n
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@article{schaefer_geomechanical_2015,\n\ttitle = {Geomechanical rock properties of a basaltic volcano},\n\tvolume = {3},\n\tjournal = {Frontiers in Earth Science},\n\tauthor = {Schaefer, Lauren N and Kendrick, Jackie E and Oommen, Thomas and Lavallée, Yan and Chigna, Gustavo},\n\tyear = {2015},\n\tpages = {29},\n}\n\n
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\n\n \n \n \n \n \n Hazard assessment of rainfall-induced landslides: a case study of San Vicente volcano in central El Salvador.\n \n \n \n\n\n \n Smith, D. M; Oommen, T.; Bowman, L. J; Gierke, J. S; and Vitton, S. J\n\n\n \n\n\n\n
Natural Hazards, 75(3): 2291–2310. 2015.\n
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@article{smith_hazard_2015,\n\ttitle = {Hazard assessment of rainfall-induced landslides: a case study of {San} {Vicente} volcano in central {El} {Salvador}},\n\tvolume = {75},\n\tnumber = {3},\n\tjournal = {Natural Hazards},\n\tauthor = {Smith, Daniel M and Oommen, Thomas and Bowman, Luke J and Gierke, John S and Vitton, Stanley J},\n\tyear = {2015},\n\tpages = {2291--2310},\n}\n\n
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\n \n 2014\n \n \n (7)\n \n \n
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\n\n \n \n \n \n \n Transportation infrastructure assessment with high-resolution remote sensing.\n \n \n \n\n\n \n Dean, D. B; Brooks, C. N; Roussi, C.; Colling, T.; Oommen, T.; Havens, T. C; Ahlborn, T. M; Dobson, R.; and Kueber, M. J\n\n\n \n\n\n\n Technical Report 2014.\n
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@techreport{dean_transportation_2014,\n\ttitle = {Transportation infrastructure assessment with high-resolution remote sensing},\n\tauthor = {Dean, David B and Brooks, Colin N and Roussi, Chris and Colling, Timothy and Oommen, Thomas and Havens, Timothy C and Ahlborn, Theresa M and Dobson, Richard and Kueber, Melanie J},\n\tyear = {2014},\n}\n\n
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\n\n \n \n \n \n \n Magma Dynamics in Dome-Building Volcanoes.\n \n \n \n\n\n \n Kendrick, J.; Lavallée, Y; Hornby, A.; Schaefer, L.; Oommen, T; Di Toro, G; and Hirose, T\n\n\n \n\n\n\n In
AGU Fall Meeting Abstracts, 2014. \n
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@inproceedings{kendrick_magma_2014,\n\ttitle = {Magma {Dynamics} in {Dome}-{Building} {Volcanoes}},\n\tbooktitle = {{AGU} {Fall} {Meeting} {Abstracts}},\n\tauthor = {Kendrick, JE and Lavallée, Y and Hornby, AJ and Schaefer, LN and Oommen, T and Di Toro, G and Hirose, T},\n\tyear = {2014},\n}\n\n
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\n\n \n \n \n \n \n Slope instability and post-emplacement lava flow deformation revealed using interferometric synthetic aperture radar (InSAR) at Pacaya Volcano, Guatemala.\n \n \n \n\n\n \n Schaefer, L.; Lu, Z; and Oommen, T\n\n\n \n\n\n\n In
AGU Fall Meeting Abstracts, 2014. \n
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@inproceedings{schaefer_slope_2014,\n\ttitle = {Slope instability and post-emplacement lava flow deformation revealed using interferometric synthetic aperture radar ({InSAR}) at {Pacaya} {Volcano}, {Guatemala}},\n\tbooktitle = {{AGU} {Fall} {Meeting} {Abstracts}},\n\tauthor = {Schaefer, LN and Lu, Z and Oommen, T},\n\tyear = {2014},\n}\n\n
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\n\n \n \n \n \n \n A study of the impacts of freeze–thaw on cliff recession at the Calvert Cliffs in Calvert County, Maryland.\n \n \n \n\n\n \n Zwissler, B.; Oommen, T.; and Vitton, S.\n\n\n \n\n\n\n
Geotechnical and Geological Engineering, 32(4): 1133–1148. 2014.\n
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@article{zwissler_study_2014,\n\ttitle = {A study of the impacts of freeze–thaw on cliff recession at the {Calvert} {Cliffs} in {Calvert} {County}, {Maryland}},\n\tvolume = {32},\n\tnumber = {4},\n\tjournal = {Geotechnical and Geological Engineering},\n\tauthor = {Zwissler, Bonnie and Oommen, Thomas and Vitton, Stan},\n\tyear = {2014},\n\tpages = {1133--1148},\n}\n\n
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\n\n \n \n \n \n \n Assessment of rock properties and slope stability at Pacaya Volcano, Guatemala.\n \n \n \n\n\n \n Schaefer, L.; Kendrick, J.; Oommen, T.; and Lavallee, Y.\n\n\n \n\n\n\n In
EGU General Assembly Conference Abstracts, volume 16, 2014. \n
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@inproceedings{schaefer_assessment_2014,\n\ttitle = {Assessment of rock properties and slope stability at {Pacaya} {Volcano}, {Guatemala}},\n\tvolume = {16},\n\tbooktitle = {{EGU} {General} {Assembly} {Conference} {Abstracts}},\n\tauthor = {Schaefer, Lauren and Kendrick, Jackie and Oommen, Thomas and Lavallee, Yan},\n\tyear = {2014},\n}\n\n
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\n\n \n \n \n \n \n Significance of Quantifying Uncertainties in Probabilistic Modeling and a Possible Approach to Select the Best: A Study Using SPT-and CPT-Based Liquefaction Case Histories.\n \n \n \n\n\n \n Jain, A.; and Oommen, T.\n\n\n \n\n\n\n In
Advances in Soil Dynamics and Foundation Engineering, pages 83–96. 2014.\n
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@incollection{jain_significance_2014,\n\ttitle = {Significance of {Quantifying} {Uncertainties} in {Probabilistic} {Modeling} and a {Possible} {Approach} to {Select} the {Best}: {A} {Study} {Using} {SPT}-and {CPT}-{Based} {Liquefaction} {Case} {Histories}},\n\tbooktitle = {Advances in {Soil} {Dynamics} and {Foundation} {Engineering}},\n\tauthor = {Jain, Abhishek and Oommen, Thomas},\n\tyear = {2014},\n\tpages = {83--96},\n}\n\n
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\n \n 2013\n \n \n (6)\n \n \n
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\n\n \n \n \n \n \n A landslide probability map of San Juan La Laguna, Guatemala modeled from the Hurricane Stan (2005) landslide database and validated with landslides from tropical storm Agatha (2010) GSA Annual Meeting Proceedings Oct 27-30, 2013.\n \n \n \n\n\n \n Cobin, P; Oommen, T; and Gierke, J.\n\n\n \n\n\n\n
Denver, CO. 2013.\n
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@article{cobin_landslide_2013,\n\ttitle = {A landslide probability map of {San} {Juan} {La} {Laguna}, {Guatemala} modeled from the {Hurricane} {Stan} (2005) landslide database and validated with landslides from tropical storm {Agatha} (2010) {GSA} {Annual} {Meeting} {Proceedings} {Oct} 27-30, 2013},\n\tjournal = {Denver, CO},\n\tauthor = {Cobin, P and Oommen, T and Gierke, JS},\n\tyear = {2013},\n}\n\n
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\n\n \n \n \n \n \n An integrated field-numerical approach to assess slope stability hazards at volcanoes: the example of Pacaya, Guatemala.\n \n \n \n\n\n \n Schaefer, L. N; Oommen, T.; Corazzato, C.; Tibaldi, A.; Escobar-Wolf, R.; and Rose, W. I\n\n\n \n\n\n\n
Bulletin of volcanology, 75(6): 720. 2013.\n
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@article{schaefer_integrated_2013,\n\ttitle = {An integrated field-numerical approach to assess slope stability hazards at volcanoes: the example of {Pacaya}, {Guatemala}},\n\tvolume = {75},\n\tnumber = {6},\n\tjournal = {Bulletin of volcanology},\n\tauthor = {Schaefer, Lauren N and Oommen, Thomas and Corazzato, Claudia and Tibaldi, Alessandro and Escobar-Wolf, Rudiger and Rose, William I},\n\tyear = {2013},\n\tpages = {720},\n}\n\n
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\n\n \n \n \n \n \n Impacts of Freeze-Thaw on Cliff Recession at the Calvert Cliffs in Maryland.\n \n \n \n\n\n \n Zwissler, B.; Oommen, T.; and Vitton, S.\n\n\n \n\n\n\n In
Geo-Congress 2013: Stability and Performance of Slopes and Embankments III, pages 1335–1338, 2013. \n
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@inproceedings{zwissler_impacts_2013,\n\ttitle = {Impacts of {Freeze}-{Thaw} on {Cliff} {Recession} at the {Calvert} {Cliffs} in {Maryland}},\n\tbooktitle = {Geo-{Congress} 2013: {Stability} and {Performance} of {Slopes} and {Embankments} {III}},\n\tauthor = {Zwissler, Bonnie and Oommen, Thomas and Vitton, Stan},\n\tyear = {2013},\n\tpages = {1335--1338},\n}\n\n
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\n \n 2012\n \n \n (3)\n \n \n
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\n\n \n \n \n \n \n Earthquake Damage Assessment Using Objective Image Segmentation: A Case Study of 2010 Haiti Earthquake.\n \n \n \n\n\n \n Oommen, T.; Rebbapragada, U.; and Cerminaro, D.\n\n\n \n\n\n\n In
GeoCongress 2012@ sState of the Art and Practice in Geotechnical Engineering, pages 3069–3078, 2012. ASCE\n
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@inproceedings{oommen_earthquake_2012,\n\ttitle = {Earthquake {Damage} {Assessment} {Using} {Objective} {Image} {Segmentation}: {A} {Case} {Study} of 2010 {Haiti} {Earthquake}},\n\tbooktitle = {{GeoCongress} 2012@ {sState} of the {Art} and {Practice} in {Geotechnical} {Engineering}},\n\tpublisher = {ASCE},\n\tauthor = {Oommen, Thomas and Rebbapragada, Umaa and Cerminaro, Daniel},\n\tyear = {2012},\n\tpages = {3069--3078},\n}\n\n
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\n\n \n \n \n \n \n Statistical learning algorithms for identifying contrasting tillage practices with landsat thematic mapper data.\n \n \n \n\n\n \n Samui, P.; GOWDA, P.; Oommen, T.; HOWELL, T.; and Marek, T.\n\n\n \n\n\n\n
International Journal of Remote Sensing. 2012.\n
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@article{samui_statistical_2012,\n\ttitle = {Statistical learning algorithms for identifying contrasting tillage practices with landsat thematic mapper data},\n\tjournal = {International Journal of Remote Sensing},\n\tauthor = {Samui, Pijush and GOWDA, PRASANNA and Oommen, Thomas and HOWELL, TERRY and Marek, Thomas},\n\tyear = {2012},\n}\n\n
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\n \n 2011\n \n \n (6)\n \n \n
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\n\n \n \n \n \n \n Integrating machine learning into a crowdsourced model for earthquake-induced damage assessment.\n \n \n \n\n\n \n Rebbapragada, U.; and Oommen, T.\n\n\n \n\n\n\n . 2011.\n
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@article{rebbapragada_integrating_2011,\n\ttitle = {Integrating machine learning into a crowdsourced model for earthquake-induced damage assessment},\n\tauthor = {Rebbapragada, Umaa and Oommen, Thomas},\n\tyear = {2011},\n}\n\n
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\n\n \n \n \n \n \n Energy-based numerical models for the assessment of soil liquefaction.\n \n \n \n\n\n \n Alavi, A. H.; Gandomi, A. H.; and Oommen, T\n\n\n \n\n\n\n
Geoscience Frontiers. 2011.\n
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@article{alavi_energy-based_2011,\n\ttitle = {Energy-based numerical models for the assessment of soil liquefaction},\n\tjournal = {Geoscience Frontiers},\n\tauthor = {Alavi, Amir Hossein and Gandomi, Amir Hossein and Oommen, T},\n\tyear = {2011},\n}\n\n
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\n\n \n \n \n \n \n Multiple regressive pattern recognition technique: An adapted approach for improved georesource estimation.\n \n \n \n\n\n \n Oommen, T.; Misra, D.; Prakash, A.; Bandopadhyay, S.; Naidu, S.; and Kelley, J. J\n\n\n \n\n\n\n
Natural resources research, 20(1): 11–24. 2011.\n
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@article{oommen_multiple_2011,\n\ttitle = {Multiple regressive pattern recognition technique: {An} adapted approach for improved georesource estimation},\n\tvolume = {20},\n\tnumber = {1},\n\tjournal = {Natural resources research},\n\tauthor = {Oommen, Thomas and Misra, Debasmita and Prakash, Anupma and Bandopadhyay, Sukumar and Naidu, Sathy and Kelley, John J},\n\tyear = {2011},\n\tpages = {11--24},\n}\n\n
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\n\n \n \n \n \n \n Spatial interpolation of daily reference evapotranspiration in the Texas High Plains.\n \n \n \n\n\n \n Ha, W.; Gowda, P. H; Oommen, T.; Marek, T. H; Porter, D. O; and Howell, T. A\n\n\n \n\n\n\n In
World Environmental and Water Resources Congress 2011: Bearing Knowledge for Sustainability, pages 2796–2804, 2011. \n
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@inproceedings{ha_spatial_2011,\n\ttitle = {Spatial interpolation of daily reference evapotranspiration in the {Texas} {High} {Plains}},\n\tbooktitle = {World {Environmental} and {Water} {Resources} {Congress} 2011: {Bearing} {Knowledge} for {Sustainability}},\n\tauthor = {Ha, Wonsook and Gowda, Prasanna H and Oommen, Thomas and Marek, Thomas H and Porter, Dana O and Howell, Terry A},\n\tyear = {2011},\n\tpages = {2796--2804},\n}\n\n
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\n\n \n \n \n \n \n Sampling bias and class imbalance in maximum-likelihood logistic regression.\n \n \n \n\n\n \n Oommen, T.; Baise, L. G; and Vogel, R. M\n\n\n \n\n\n\n
Mathematical Geosciences, 43(1): 99–120. 2011.\n
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@article{oommen_sampling_2011,\n\ttitle = {Sampling bias and class imbalance in maximum-likelihood logistic regression},\n\tvolume = {43},\n\tnumber = {1},\n\tjournal = {Mathematical Geosciences},\n\tauthor = {Oommen, Thomas and Baise, Laurie G and Vogel, Richard M},\n\tyear = {2011},\n\tpages = {99--120},\n}\n\n
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\n\n \n \n \n \n \n Downscaling of Aircraft-, Landsat-, and MODIS-based Land Surface Temperature Images with Support Vector Machines.\n \n \n \n\n\n \n Ha, W.; Gowda, P.; Oommen, T; Howell, T.; and Hernandez, J.\n\n\n \n\n\n\n In
AGU Fall Meeting Abstracts, 2010. \n
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@inproceedings{ha_downscaling_2010,\n\ttitle = {Downscaling of {Aircraft}-, {Landsat}-, and {MODIS}-based {Land} {Surface} {Temperature} {Images} with {Support} {Vector} {Machines}},\n\tbooktitle = {{AGU} {Fall} {Meeting} {Abstracts}},\n\tauthor = {Ha, Wonsook and Gowda, PH and Oommen, T and Howell, TA and Hernandez, JE},\n\tyear = {2010},\n}\n\n
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\n\n \n \n \n \n \n Pattern recognition and satellite remote sensing for liquefactioncharacterization.\n \n \n \n\n\n \n Oommen, T.\n\n\n \n\n\n\n Ph.D. Thesis, Tufts University, 2010.\n
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@phdthesis{oommen_pattern_2010,\n\ttype = {{PhD} {Thesis}},\n\ttitle = {Pattern recognition and satellite remote sensing for liquefactioncharacterization},\n\tschool = {Tufts University},\n\tauthor = {Oommen, Thomas},\n\tyear = {2010},\n}\n\n
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\n \n 2009\n \n \n (2)\n \n \n
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\n\n \n \n \n \n \n Documenting liquefaction failures using satellite remote sensing and artificial intelligence algorithms.\n \n \n \n\n\n \n Oommen, T; Baise, L.; Gens, R; Prakash, A; and Gupta, R.\n\n\n \n\n\n\n In
AGU Fall Meeting Abstracts, 2009. \n
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@inproceedings{oommen_documenting_2009,\n\ttitle = {Documenting liquefaction failures using satellite remote sensing and artificial intelligence algorithms},\n\tbooktitle = {{AGU} {Fall} {Meeting} {Abstracts}},\n\tauthor = {Oommen, T and Baise, LG and Gens, R and Prakash, A and Gupta, RP},\n\tyear = {2009},\n}\n\n
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\n\n \n \n \n \n \n Using support vector machines to characterize runoff-triggering in small watersheds.\n \n \n \n\n\n \n Misra, D; Oommen, T; Radatz, T; and Thompson, A\n\n\n \n\n\n\n In
AGU Fall Meeting Abstracts, 2009. \n
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@inproceedings{misra_using_2009,\n\ttitle = {Using support vector machines to characterize runoff-triggering in small watersheds},\n\tbooktitle = {{AGU} {Fall} {Meeting} {Abstracts}},\n\tauthor = {Misra, D and Oommen, T and Radatz, T and Thompson, A},\n\tyear = {2009},\n}\n\n
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\n \n 2008\n \n \n (4)\n \n \n
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\n\n \n \n \n \n \n Estimation of Leaf Area Index from Landsat Imagery for Texas High Plains using Support Vector Machines.\n \n \n \n\n\n \n Misra, D; Oommen, T; Gowda, P.; Bajwa, S.; and Howell, T.\n\n\n \n\n\n\n In
AGU Fall Meeting Abstracts, 2008. \n
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@inproceedings{misra_estimation_2008,\n\ttitle = {Estimation of {Leaf} {Area} {Index} from {Landsat} {Imagery} for {Texas} {High} {Plains} using {Support} {Vector} {Machines}},\n\tbooktitle = {{AGU} {Fall} {Meeting} {Abstracts}},\n\tauthor = {Misra, D and Oommen, T and Gowda, PH and Bajwa, SG and Howell, TA},\n\tyear = {2008},\n}\n\n
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\n\n \n \n \n \n \n A New Approach to Liquefaction Potential Mapping using Satellite Remote Sensing and Support Vector Machine Algorithm.\n \n \n \n\n\n \n Oommen, T.; and Baise, L. G\n\n\n \n\n\n\n In
IGARSS 2008-2008 IEEE International Geoscience and Remote Sensing Symposium, volume 3, pages III–51, 2008. IEEE\n
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@inproceedings{oommen_new_2008,\n\ttitle = {A {New} {Approach} to {Liquefaction} {Potential} {Mapping} using {Satellite} {Remote} {Sensing} and {Support} {Vector} {Machine} {Algorithm}},\n\tvolume = {3},\n\tbooktitle = {{IGARSS} 2008-2008 {IEEE} {International} {Geoscience} and {Remote} {Sensing} {Symposium}},\n\tpublisher = {IEEE},\n\tauthor = {Oommen, Thomas and Baise, Laurie G},\n\tyear = {2008},\n\tpages = {III--51},\n}\n\n
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\n\n \n \n \n \n \n Multisensor and multispectral approach in documenting and analyzing liquefaction hazard using remote sensing.\n \n \n \n\n\n \n Oommen, T; Baise, L.; Gens, R; Prakash, A; and Gupta, R.\n\n\n \n\n\n\n In
AGU Fall Meeting Abstracts, 2008. \n
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@inproceedings{oommen_multisensor_2008,\n\ttitle = {Multisensor and multispectral approach in documenting and analyzing liquefaction hazard using remote sensing},\n\tbooktitle = {{AGU} {Fall} {Meeting} {Abstracts}},\n\tauthor = {Oommen, T and Baise, LG and Gens, R and Prakash, A and Gupta, RP},\n\tyear = {2008},\n}\n\n
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\n\n \n \n \n \n \n GIS based marine platinum exploration, Goodnews Bay region, southwest Alaska.\n \n \n \n\n\n \n Oommen, T.; Prakash, A.; Misra, D.; Naidu, S.; Kelley, J. J; and Bandopadhyay, S.\n\n\n \n\n\n\n
Marine Georesources and Geotechnology, 26(1): 1–18. 2008.\n
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@article{oommen_gis_2008,\n\ttitle = {{GIS} based marine platinum exploration, {Goodnews} {Bay} region, southwest {Alaska}},\n\tvolume = {26},\n\tnumber = {1},\n\tjournal = {Marine Georesources and Geotechnology},\n\tauthor = {Oommen, Thomas and Prakash, Anupma and Misra, Debasmita and Naidu, Sathy and Kelley, John J and Bandopadhyay, Sukumar},\n\tyear = {2008},\n\tpages = {1--18},\n}\n\n
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\n \n 2007\n \n \n (2)\n \n \n
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\n\n \n \n \n \n \n A New Approach to Liquefaction Potential Mapping Using Remote Sensing and Machine Learning.\n \n \n \n\n\n \n Oommen, T.; and Baise, L. G\n\n\n \n\n\n\n In
AGU Fall Meeting Abstracts, 2007. \n
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@inproceedings{oommen_new_2007,\n\ttitle = {A {New} {Approach} to {Liquefaction} {Potential} {Mapping} {Using} {Remote} {Sensing} and {Machine} {Learning}},\n\tbooktitle = {{AGU} {Fall} {Meeting} {Abstracts}},\n\tauthor = {Oommen, Thomas and Baise, Laurie G},\n\tyear = {2007},\n}\n\n
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\n\n \n \n \n \n \n Analysis and application of support vector machine based simulation for runoff and sediment yield.\n \n \n \n\n\n \n Oommen, T.; Misra, D.; Agarwal, A.; and MISHRA, S. K.\n\n\n \n\n\n\n In
2007 ASAE Annual Meeting, pages 1, 2007. American Society of Agricultural and Biological Engineers\n
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@inproceedings{oommen_analysis_2007,\n\ttitle = {Analysis and application of support vector machine based simulation for runoff and sediment yield},\n\tbooktitle = {2007 {ASAE} {Annual} {Meeting}},\n\tpublisher = {American Society of Agricultural and Biological Engineers},\n\tauthor = {Oommen, Thomas and Misra, Debasmita and Agarwal, Avinash and MISHRA, SURENDRA KUMAR},\n\tyear = {2007},\n\tpages = {1},\n}\n
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\n \n 2006\n \n \n (3)\n \n \n
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\n\n \n \n \n \n \n Simulation of Runoff and Sediment Yield Using Support Vector Machines: A Preliminary Analysis.\n \n \n \n\n\n \n Misra, D; Oommen, T; Agarwal, A; and Mishra, S.\n\n\n \n\n\n\n In
AGU Fall Meeting Abstracts, 2006. \n
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@inproceedings{misra_simulation_2006,\n\ttitle = {Simulation of {Runoff} and {Sediment} {Yield} {Using} {Support} {Vector} {Machines}: {A} {Preliminary} {Analysis}},\n\tbooktitle = {{AGU} {Fall} {Meeting} {Abstracts}},\n\tauthor = {Misra, D and Oommen, T and Agarwal, A and Mishra, SK},\n\tyear = {2006},\n}\n\n
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\n\n \n \n \n \n \n Geodatabase development and GIS based analysis for resource assessment of placer platinum in the offshore region of Goodnews Bay, Alaska.\n \n \n \n\n\n \n Oommen, T.\n\n\n \n\n\n\n Ph.D. Thesis, 2006.\n
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@phdthesis{oommen_geodatabase_2006,\n\ttype = {{PhD} {Thesis}},\n\ttitle = {Geodatabase development and {GIS} based analysis for resource assessment of placer platinum in the offshore region of {Goodnews} {Bay}, {Alaska}},\n\tauthor = {Oommen, Thomas},\n\tyear = {2006},\n}\n\n
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\n \n 2005\n \n \n (2)\n \n \n
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\n\n \n \n \n \n \n Marine Placer Platinum Prospects Near Goodnews Bay, Alaska: GIS Database Design and Preliminary Analysis-Abstract.\n \n \n \n\n\n \n Oommen, T.; Prakash, A.; Misra, D.; Gens, R.; Bandopadhyay, S.; Naidu, S.; and Kelley, J. J\n\n\n \n\n\n\n . 2005.\n
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@article{oommen_marine_2005,\n\ttitle = {Marine {Placer} {Platinum} {Prospects} {Near} {Goodnews} {Bay}, {Alaska}: {GIS} {Database} {Design} and {Preliminary} {Analysis}-{Abstract}},\n\tauthor = {Oommen, Thomas and Prakash, Anupma and Misra, Debasmita and Gens, Rudiger and Bandopadhyay, Sukumar and Naidu, Sathy and Kelley, John J},\n\tyear = {2005},\n}\n\n
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\n\n \n \n \n \n \n GIS Analysis of Marine Geophysical Signatures to Decipher Depositional Patterns of Platinum Placer in Offshore Goodnews Bay Region, Alaska.\n \n \n \n\n\n \n Oommen, T; Kelley, J.; Naidu, S.; Prakash, A; Misra, D; and Bandopadhyay, S\n\n\n \n\n\n\n In
AGU Fall Meeting Abstracts, 2005. \n
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@inproceedings{oommen_gis_2005,\n\ttitle = {{GIS} {Analysis} of {Marine} {Geophysical} {Signatures} to {Decipher} {Depositional} {Patterns} of {Platinum} {Placer} in {Offshore} {Goodnews} {Bay} {Region}, {Alaska}.},\n\tbooktitle = {{AGU} {Fall} {Meeting} {Abstracts}},\n\tauthor = {Oommen, T and Kelley, JJ and Naidu, SA and Prakash, A and Misra, D and Bandopadhyay, S},\n\tyear = {2005},\n}\n\n
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