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A profile photo of Dr. Marc Simard

Dr. Marc Simard

Senior Research Scientist

Marc.simard@jpl.nasa.gov

About

Bio

Dr. Marc Simard is Senior Scientist with NASA’s Jet Propulsion Laboratory, California Institute of Technology, where he plays a leading role in shaping the scientific direction and use of Earth observation missions. In collaboration with the international science and user communities, he helps define the major science questions that satellite missions must answer to address pressing global challenges such as sea level rise, wetland degradation, and climate-driven ecosystem change. He is also Project Scientist with UCLA’s Joint Institute for Regional Earth System Science and Engineering (JIFRESSE) and a member of the International Blue Carbon Working Group (The Blue Carbon Initiative). 

An interdisciplinary researcher in hydrology and ecosytems modeling, and an expert in radar remote sensing, Dr. Simard develops advanced techniques—including SAR interferometry and polarimetry—to monitor water movement and vegetation dynamics. He is internationally recognized for integrating spaceborne, airborne, and field observations to study some of Earth’s most dynamic and vulnerable landscapes.

Dr. Simard holds a B.Sc. in Physics with a specialization in Astrophysics from Queen’s University, and an M.Sc. in Physics and a Ph.D. in Geomatics Sciences from Université Laval. He joined JPL as a postdoctoral researcher and has since played a leadership role in several major NASA missions.

He is the Principal Investigator of the Delta-X mission, which combines field, airborne, and modeling components to understand land-building processes in the Mississippi River Delta. He serves as the Hydrology Lead for the Surface Topography and Vegetation (STV) mission study, where he is shaping the measurement strategy and science priorities. He is also a member of the science team for SWOT and co-leads the international SWOT Working Group on Deltas, Estuaries, and Coasts, advancing the application of satellite observations in complex and vulnerable coastal systems.

Dr. Simard has led or co-led over 35 competitively funded NASA research projects and has published extensively in peer-reviewed scientific literature. His work bridges remote sensing, field observation, and numerical modeling to provide actionable insights into the coupled water, sediment, and carbon cycles that shape ecosystem resilience. He has led or co-led international field campaigns across Africa, South America, and the Arctic, and remains a key contributor to NASA’s airborne radar programs, in particular the UAVSAR. His research continues to push the boundaries of Earth system science, supporting both fundamental discovery and the development of practical tools for managing environmental change. In addition to his scientific leadership, he is deeply committed to mentoring postdoctoral fellows, graduate students, and early-career researchers, and continues to foster interdisciplinary collaboration across the Earth science community.

Education

  • Ph.D. Geomatics Sciences, Radar Remote Sensing of Forests, Department of Geomatics, Université Laval, Québec, Canada, 1998                                           
  • M.Sc. Physics, Department of Physics, Université Laval, Québec, Canada, 1994
  • B.Sc. Physics (Honours), Specialization Astrophysics, Department of Physics, Queen's University, Kingston, Canada, 1992

Research Interests

Dr. Marc Simard’s research focuses on understanding the interactions between climate, hydrology, geomorphology, and ecosystem structure in coastal zones, wetlands, and forested landscapes. He investigates key scientific questions such as: How do water and sediment flows shape land stability and vegetation productivity in deltas? How do hydrological gradients influence forest structure and carbon dynamics?

To address these questions, Dr. Simard integrates remote sensing observations from satellites and aircraft with numerical models, capturing the coupled dynamics of water, sediment, and carbon in complex environments. His work supports the development of predictive tools to quantify land change, ecosystem productivity, and vulnerability under climate stressors and water diversion projects.

A key objective of his research is to inform decision-making and management practices by delivering actionable science that enhances the resilience of ecosystems and the livelihoods of communities that depend on them. Through mission leadership and close collaboration with the science and user community, Dr. Simard helps guide the design of Earth observation systems that are responsive to real-world challenges.

Topic Area(s)

  • Earth Science  | Water Cycle, Hydrology, Including Freshwater Availability And Resource Management
  • Earth Science  | Climate Change Science And Adaptation
  • Earth Science  | Oceans, Sea Level Rise, And Coastal Management
  • Earth Science  | Carbon Cycle And Greenhouse Gasses, Including Monitoring And Mitigation
  • Earth Science  | Earth’s Surface And Interior

Search Keyword(s)

  • Airborne  
  • Artificial Intelligence  
  • Carbon Cycle  
  • Data Science  
  • Formulation  
  • Geographic Information Systems  
  • Geomorphology  
  • InSAR Timeseries analysis  
  • InSAR to measure surface displacements and movements  
  • Instrument Science  
  • Interferometric Synthetic Aperture Radar  
  • JPL  
  • LIDAR  
  • Machine Learning  
  • Numerical Modeling  
  • Project Management  
  • Radar and Remote Sensing  
  • SAR/InSAR  
  • Satellite Altimetry  
  • Wetlands  
  • earth system digital twin  
  • forest  
  • neural networks  
  • nisar  
  • sea level altimetry  
  • swot  
  • task management  
  • water  
  • water cycle  

Experience

Professional Experience

  • JPL Scientist, Since February 2001, NASA Jet Propulsion Laboratory, California Institute of Technology, Radar Science and Engineering, Pasadena, California, USA
  • Post-Doctoral Fellow, February 1998 to February 2001, NASA Jet Propulsion Laboratory, California Institute of Technology, Radar Science and Engineering, Pasadena, California, USA, National Research Council
  • Graduate Stagiaire, November 1995 to April 1997, Joint Research Centre of the European Community, Space Applications Institute, Ispra, Italy

Research Community Service

  1. Regularly serves on NASA review panels.
  2. Regularly acts as a manuscript reviewer in science peer-reviewed process.
  3. Organized several open data workshops for the Delta-X mission.
  4. Participate in workshop to train engineers, technicians and reseracher to use remote sensing to monitor forests.
  5. Participates in research communtiy papers to identify science questions and data gaps.

Achievements

Awards & Recognitions

  • NASA Award | NASA SWOT Science Team Member | SWOT Promises in River Deltas and Estuaries (2024)
  • NASA Award | NASA CMS | Quantifying Lateral Export of Carbon across the World’s Major River Deltas (2024)
  • NASA Award | Earth System Science for Building Coastal Resilience | Coupling remote sensing imagery and numerical models to quantify the resilience of coastal marshes to climate change (2024)
  • NASA Award | NASA's Earth Venture Suborbital-3 (EVS-3) | Delta-X (2023)
  • Senior Research Scientist | Coastal Ecosystems (2022)
  • NASA Award | STV Decadal Survey Incubator Program | STV for coastal weltands (2022)
  • NASA Award | NASA BioSCAPE Airborne campaign | BioREaCH: Biodiversity-Remote sensing for Estuarine and Coastal Habitat research (2022)
  • NASA Award | Evaluator | NASA Commercial Smallsat Data Acquisition (2022)
  • JPL Award | JPL's R&TD, "Land-Ocean-Aquatic Continuum". Developing a LOAC-specific mission. PI: Simard (2022)
  • NASA Award | PI Land Cover and Land Use Change Program | Global mangrove forest degradation hotspots (2021)
  • NASA Award | NASA Mission Incubator Program | Surface Topography and Vegetation Science Team (2021)
  • NASA Award | PI SWOT Science Team | Understanding SWOT measurements in Coastal Wetlands (2020)
  • NASA Award | PI SWOT Science Team | Understanding SWOT measurements in Coastal Wetlands (2020)
  • JPL Principal Designation | 334F - Suborbital Radar Science And Engineering (2019)
  • JPL Award | JPL’s Strategic R&TD, “Flow of water”. Airborne and field campaign in the Mississippi delta October 2016, data processing, hydrology modeling and assimilation of data (Multi-aircraft Campaign October 2016 (2019)
  • NASA Award | NASA-CMS, "Future Mission Fusion for High Biomass Forest Carbon Accounting", PI: Fatoyinbo (2019)
  • JPL Award | JPL's Strategic R&TD, "Flow of water". Airborne and field campaign in the Mississippi delta October 2016, data processing, hydrology modeling and assimilation of data (Multi-aircraft Campaign October 2016). PI: Simard (2019)
  • JPL Award | PI SWOT Science Team, "Understanding SWOT measurements in Coastal Wetlands", PI: Simard (2019)
  • JPL Award | PI NISAR Science Definition Team, "How to Quantify and Optimize NISAR's Ecosystem Science Return", PI: Simard (2019)
  • NASA Award | NASA-CMS | Estimating Total Ecosystem Carbon in Blue Carbon and Tropical Peatland Ecosystems (2018)
  • JPL Award | NASA-CMS, "Linking satellite and soil data to validate coastal wetland blue carbon inventories: upscaled support for developing MRV and REDD+ protocols", PI: Lisamarie. Windham-Myers (USGS) (2018)
  • JPL Award | PI JPL's Topical R&TD, "Revolutionizing our understanding of coastal dynamics in wetlands and estuaries". Water surface velocity and bathymetry with UAVSAR and AirSWOT in the Mississippi delta (multi-aircraft campaign May 2015), PI: Simard (2017)
  • NASA Award | NASA CMS | Future Mission Fusion for High Biomass Forest Carbon Accounting (2016)
  • NASA Award | NISAR Science Definition Team | How to Quantify and Optimize NISAR's Ecosystem Science Return (2016)
  • NASA Award | NASA U.S. Participating Investigator | TanDEM-X Science Team: Assessment of DEM accuracy and forest canopy bias (2016)
  • JPL Award | Revolutionizing our understanding of coastal dynamics in wetlands and estuaries”. Water surface velocity and bathymetry with UAVSAR and AirSWOT in the Mississippi delta (multi-aircraft campaign May 2015) (2015)
  • NASA Award | NASA CMS | How to Quantify and Optimize NISAR's Ecosystem Science Return (2015)
  • NASA Award | NASA -CMS | Total Carbon Estimation in African Mangroves and Coastal Wetlands in preparation for REDD and Blue Carbon Credits (2015)
  • NASA Award | NASA Terrestrial Ecology | Estimating Canopy Height using Repeat-Pass Polarimetric Interferometric (PolinSAR) Data from UAVSAR (2014)
  • NASA Award | NASA Making Earth System Data record for Use in Research Environments (MEaSUREs) Program | NASADEM (2013)
  • NASA Award | NASA's Earth Science Technology Office (ESTO), Advanced Information Systems Technology (AIST) | Unified Simulator for Earth Remote Sensing (USERS) (2012)
  • NASA Award | NASA Land Cover Land Use Change Program | Vulnerability Assessment of Mangrove Forests in the Americas (2012)
  • NASA Award | NASA Terrestrial Ecology Program | 3D Vegetation structure with INSAR and LIDAR (2008)
  • NASA Award | Making Earth System Data record for Use in Research Environments (MEaSUREs) Program | The definitive merged global digital topographic data set (2008)
  • NASA Award | NASA International Polar Year | An Interferometric Ka-band Synthetic Aperture Radar: A New Technique for Glacier and Ice-sheet Topography Mapping IPY/NASA (2008)
  • NASA Award | NASA ICESAT-1 Science Team | Using ICEsat/GLAS waveforms to characterize mangrove canopy structure and calibrate SRTM mangrove height estimates (2006)
  • NASA Award | NASA Interdisciplinary Science Program | Large scale assessment of landscape changes and recovery in forest structure of mangrove wetlands subject to human, freshwater diversion, and natural disturbances (hurricanes, other severe storms, climate and sea level change) using enhanced Shuttle Radar Topography Mission data (2004)

Publications

  • Cerbelaud, A., David, C.H., Biancamaria, S., Wade, J., Tom, M., Frasson, R.P.D.M., Allen, G.H. and Thurman, H.R., 2024. Spatial Hydrographs of River Flow and their Analysis for Peak Event Detection in the Context of Satellite Sampling. ESS Open Archive eprints, 366, p.36697092.
  • Murillo-Sandoval, P.J., Perea-Ardila, M. and Simard, M., 2025. Examining the status of mangrove forest dynamics and community-led management on the Colombian Pacific coast. Ocean & Coastal Management, 266, p.107672.
  • Varugu, Bhuvan K., Cathleen E. Jones, Talib Oliver-Cabrera, Marc Simard, and Daniel J. Jensen. "Study of Hydrologic Connectivity and Tidal Influence on Water Flow Within Louisiana Coastal Wetlands Using Rapid-Repeat Interferometric Synthetic Aperture Radar." Remote Sensing 17, no. 3 (2025): 459.
  • Cerbelaud, Arnaud, Cédric Hervé David, Tamlin M. Pavelsky, Sylvain Biancamaria, Pierre-André Garambois, Cécile MM Kittel, Fabrice Papa et al. "Progress towards satellite requirements to capture water propagation in Earth's rivers." Authorea Preprints (2025).
  • Simard, Marc, Lola Fatoyinbo, Nathan M. Thomas, Atticus E. Stovall, Adriana Parra, Abigail Barenblitt, Pete Bunting, and Irena Hajnsek. "A New Global Mangrove Height Map with a 12 meter spatial resolution." Nature Scientific data 12, no. 1 (2025): 15.
  • Jaramillo, Fernando, Saeid Aminjafari, Pascal Castellazzi, Ayan Fleischmann, Etienne Fluet‐Chouinard, Hossein Hashemi, Clara Hubinger et al. "The potential of hydrogeodesy to address water‐related and sustainability challenges." Water resources research 60, no. 11 (2024): e2023WR037020.
  • Kwon, Siyoon, Paola Passalacqua, Antoine Soloy, Daniel Jensen, and Marc Simard. "Depth mapping in turbid and deep waters using AVIRIS‐NG imagery: A study in Wax Lake Delta, Louisiana, USA." Water Resources Research 60, no. 11 (2024): e2023WR036875.
  • Savelli, Raphaël, Vincent Le Fouest, Mélanie Becker, Garance Perrois, Fabienne Rousset, Christine Dupuy, Marc Simard, and Dimitris Menemenlis. "Warming could shift the phenological responses of benthic microalgae in temperate intertidal zones." Communications Earth & Environment 5, no. 1 (2024): 606.
  • Jensen, Daniel, David R. Thompson, Marc Simard, Elena Solohin, and Edward Castañeda‐Moya. "Imaging spectroscopy‐based estimation of aboveground biomass in Louisiana's coastal wetlands: Toward consistent spectroscopic retrievals across atmospheric states." Journal of Geophysical Research: Biogeosciences 129, no. 9 (2024): e2024JG008112.
  • Simard, Marc, Michael Denbina, Charles Marshak, and Maxim Neumann. "A global evaluation of radar‐derived digital elevation models: SRTM, NASADEM, and GLO‐30." Journal of Geophysical Research: Biogeosciences 129, no. 11 (2024): e2023JG007672.
  • Cortese, L., X. Zhang, Marc Simard, and S. Fagherazzi. "Storm impacts on mineral mass accumulation rates of coastal marshes." Journal of Geophysical Research: Earth Surface 129, no. 3 (2024): e2023JF007065.
  • Belhadj‐aissa, Saoussen, Marc Simard, Cathleen E. Jones, Talib Oliver‐Cabrera, and Alexandra Christensen. "Separation of water level change from atmospheric artifacts through application of independent component analysis to InSAR time series." Earth and Space Science 11, no. 7 (2024): e2024EA003540.
  • Zhang, Xiaohe, Cathleen E. Jones, Marc Simard, Paola Passalacqua, Talib Oliver‐Cabrera, and Sergio Fagherazzi. "Vegetation promotes flow retardation and retention in deltaic wetlands." Limnology and Oceanography Letters (2024).
  • Savelli, Raphael, Dustin Carroll, Dimitris Menemenlis, Stephanie Dutkiewicz, Manfredi Manizza, A. Anthony Bloom, Karel Castro-Morales et al. "Role of Riverine Dissolved Organic and Inorganic Carbon and Nutrients in Global-ocean Air-sea CO2 Fluxes." Authorea Preprints (2024).
  • Harringmeyer, J. P., Ghosh, N., Weiser, M. W., Thompson, D. R., Simard, M., Lohrenz, S. E., & Fichot, C. G. (2024). A hyperspectral view of the nearshore Mississippi River Delta: Characterizing suspended particles in coastal wetlands using imaging spectroscopy. Remote Sensing of Environment, 301, 113943.
  • Stroud, M. K., Allen, G. H., Simard, M., Jensen, D., Gorr, B., & Selva, D. (2023). Optimizing satellite mission requirements to measure total suspended solids in rivers. IEEE Transactions on Geoscience and Remote Sensing, 62, 1-9.
  • Parra, A., & Simard, M. (2023). Evaluation of Tree-Growth Rate in the Laurentides Wildlife Reserve Using GEDI and Airborne-LiDAR Data. Remote Sensing, 15(22), 5352.
  • Fayne, J.V., Smith, L.C., Liao, T.H., Pitcher, L.H., Denbina, M., Chen, A.C., Simard, M., Chen, C.W. and Williams, B.A., 2023. Characterizing Near-Nadir and Low Incidence Ka-Band SAR Backscatter from Wet Surfaces and Diverse Land Covers. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.
  • Cortese, Luca, Carmine Donatelli, Xiaohe Zhang, Justin A. Nghiem, Marc Simard, Cathleen E. Jones, Michael Denbina, Cédric G. Fichot, Joshua P. Harringmeyer, and Sergio Fagherazzi. "Coupling numerical models of deltaic wetlands with AirSWOT, UAVSAR, and AVIRIS-NG remote sensing data." Biogeosciences Discussions 2023 (2023): 1-28.
  • Cortese, L., Jensen, D. J., Simard, M., & Fagherazzi, S. (2023). Using normalize difference vegetation index to infer wetlands salinity and organic contribution to vertical accretion rates. Journal of Geophysical Research: Biogeosciences, 128(11), e2023JG007631.
  • Chan-Bagot, Kim E., Temitope DT Oyedotun, and Marc Simard. "Monitoring Mudflat Morphodynamics along the Coast of Guyana using Synthetic Aperture Radar." Journal of GEOScience and Planning 1, no. 1 (2023): 19-33.
  • Laignel, Benoit, Stefano Vignudelli, Rafael Almar, Mélanie Becker, Abderrahim Bentamy, Jérôme Benveniste, Florence Birol et al. "Observation of the coastal areas, estuaries and deltas from space." Surveys in Geophysics (2023): 1-48.
  • Wright, K., Passalacqua, P., Simard, M., & Jones, C. E. (2022). Integrating Connectivity Into Hydrodynamic Models: An Automated Open‐Source Method to Refine an Unstructured Mesh Using Remote Sensing. Journal of Advances in Modeling Earth Systems, 14(8), e2022MS003025.
  • Getirana, Augusto, Sujay Kumar, Goutam Konapala, Wanshu Nie, Kim A. locke, Bryant D. Loomis, Charon Birkett, martina ricko, and Marc Simard. "Climate and human impacts on hydrological processes and flood risk in southern Louisiana.", Earth and Space Science Open Archive, p:41, (2022). essoar.10512002.1
  • Murillo, Paulo, Temilola Fatoyinbo, and Marc Simard. "Mangroves cover change trajectories 1984-2020: The gradual decrease of mangroves in Colombia." Frontiers in Marine Science: 1277.
  • Thompson, David R., Niklas Bohn, Philip G. Brodrick, Nimrod Carmon, Michael L. Eastwood, Regina Eckert, Cédric G. Fichot, Joshua P. Harringmeyer, Hai M. Nguyen, Marc Simard, Andrew K. Thorpe, "Atmospheric lengthscales for global VSWIR imaging spectroscopy." Journal of Geophysical Research: Biogeosciences 127, no. 6 (2022): e2021JG006711.
  • Jensen, D. J., Cavanaugh, K. C., Thompson, D. R., Fagherazzi, S., Cortese, L., & Simard, M. (2022). Leveraging the Historical Landsat Catalog for a Remote Sensing Model of Wetland Accretion in Coastal Louisiana. Journal of Geophysical Research: Biogeosciences, 127(6), e2022JG006794.
  • Salter, G., Passalacqua, P., Wright, K., Feil, S., Jensen, D., Simard, M., & Lamb, M. P. (2022). Spatial patterns of deltaic deposition/erosion revealed by streaklines extracted from remotely‐sensed suspended sediment concentration. Geophysical Research Letters.
  • Mo, Yu, Marc Simard, and Jim W. Hall. "Tropical cyclone risk to global mangrove ecosystems: potential future regional shifts." Frontiers in Ecology and the Environment (2023),V21, 6, pp:269-274, https://doi.org/10.1002/fee.2650
  • Salter, G., Passalacqua, P., Wright, K., Feil, S., Jensen, D., Simard, M., & Lamb, M. P. (2022). Spatial patterns of deltaic deposition/erosion revealed by streaklines extracted from remotely‐sensed suspended sediment concentration. Geophysical Research Letters.
  • Greenberg, E., Thompson, D. R., Jensen, D., Townsend, P. A., Queally, N., Chlus, A., ... & Simard, M. (2022). An Improved Scheme for Correcting Remote Spectral Surface Reflectance Simultaneously for Terrestrial BRDF and Water‐Surface Sunglint in Coastal Environments. Journal of Geophysical Research: Biogeosciences, 127(3), e2021JG006712.
  • Duncanson, L., Kellner, J.R., Armston, J., Dubayah, R., Minor, D.M., Hancock, S., Healey, S.P., Patterson, P.L., Saarela, S., Marselis, S. and Silva, C.E., 2022. Aboveground biomass density models for NASA’s Global Ecosystem Dynamics Investigation (GEDI) lidar mission. Remote Sensing of Environment, 270, p.112845.
  • Zhang, X., Wright, K., Passalacqua, P., Simard, M. and Fagherazzi, S., 2022. Improving channel hydrological connectivity in coastal hydrodynamic models with remotely‐sensed channel networks. Journal of Geophysical Research: Earth Surface, p.e2021JF006294.
  • Shafiei, H., Soloy, A., Turki, I., Simard, M., Lecoq, N. and Laignel, B., 2022. Numerical investigation of the effects of distributary bathymetry and roughness on tidal hydrodynamics of Wax Lake region under calm conditions. Estuarine, Coastal and Shelf Science, 265, p.107694.
  • Campbell, Anthony Daniel, Temilola Fatoyinbo, Sean P. Charles, Laura L. Bourgeau-Chavez, Joaquim Goes, Helga Gomes, Meghan Halabisky, …, Marc Simard,…,David Lagomasino "A review of carbon monitoring in wet carbon systems using remote sensing." Environmental Research Letters (2022).
  • Zhang, X., Jones, C.E., Oliver-Cabrera, T., Simard, M. and Fagherazzi, S., 2022. Using rapid repeat SAR interferometry to improve hydrodynamic models of flood propagation in coastal wetlands. Advances in Water Resources, 159, p.104088
  • Stovall, A.E., Fatoyinbo, T., Thomas, N.M., Armston, J., Ebanega, M.O., Simard, M., Trettin, C., Zogo, R.V.O., Aken, I.A., Debina, M. and Kemoe, A.M.M., 2021. Comprehensive comparison of airborne and spaceborne SAR and LiDAR estimates of forest structure in the tallest mangrove forest on earth. Science of Remote Sensing, 4, p.100034.
  • Oliver-Cabrera, T., Jones, C.E., Yunjun, Z. and Simard, M., 2021. InSAR Phase Unwrapping Error Correction for Rapid Repeat Measurements of Water Level Change in Wetlands. IEEE Transactions on Geoscience and Remote Sensing.
  • Aminjafari, S., Brown, I., Chalov, S., Simard, M., Lane, C.R., Jarsjö, J., Darvishi, M. and Jaramillo, F., 2021. Drivers and extent of surface water occurrence in the Selenga River Delta, Russia. Journal of Hydrology: Regional Studies, 38, p.100945.
  • Fatoyinbo, Temilola, John Armston, Marc Simard, Sassan Saatchi, Michael Denbina, Marco Lavalle, Michelle Hofton et al. "The NASA AfriSAR campaign: Airborne SAR and lidar measurements of tropical forest structure and biomass in support of current and future space missions." Remote Sensing of Environment 264: 112533. 2021.
  • Trettin, Carl C., Zhaohua Dai, Wenwu Tang, David Lagomasino, Nathan Thomas, Seung Kuk Lee, Marc Simard, Médard Obiang Ebanega, Atticus Stoval, and Temilola E. Fatoyinbo. "Mangrove carbon stocks in Pongara National Park, Gabon." Estuarine, Coastal and Shelf Science : 107432. 2021.
  • Jensen, D., Cavanaugh, K.C., Simard, M., Christensen, A., Rovai, A. and Twilley, R.“Aboveground biomass distributions and vegetation composition changes in Louisiana's Wax Lake Delta.” Estuarine, Coastal and Shelf Science, 250, p.107139. 2021.
  • Åhlén, I., Vigouroux, G., Destouni, G., Pietroń, J., Ghajarnia, N., Anaya, J., Blanco, J., Borja, S., Chalov, S., Chun, K.P. and Clerici, N., “Hydro-climatic changes of wetlandscapes across the world.” Scientific reports, 11(1), pp.1-11. 2021.
  • Silva, Carlos Alberto, Laura Duncanson, Steven Hancock, Amy Neuenschwander, Nathan Thomas, Michelle Hofton, Lola Fatoyinbo et al. "Fusing simulated GEDI, ICESat-2 and NISAR data for regional aboveground biomass mapping." Remote Sensing of Environment 253: 112234. 2021.
  • Liu, X., Fatoyinbo, T.E., Thomas, N.M., Guan, W.W., Zhan, Y., Mondal, P., Lagomasino, D., Simard, M., Trettin, C.C., Deo, R. and Barenblitt, A. “Large-scale High-resolution Coastal Mangrove Forests Mapping across West Africa with Machine Learning Ensemble and Satellite Big Data.” Frontiers in Earth Science, 8, p.677. 2021.
  • Marshak, Charlie, Marc Simard, Michael Denbina, Johan Nilsson, and Tom Van der Stocken. "Orinoco: Retrieving a River Delta Network with the Fast Marching Method and Python." ISPRS International Journal of Geo-Information 9, no. 11:658. 2020.
  • Aminjafari, Saeid, Ian Brown, Sergey Chalov, Marc Simard, Jerker Jarsjö, Mehdi Darvishi, and Fernando Jaramillo. "Temporal and Spatial Changes of Water Occurrence in the Selenga River Delta.", Earth and Space Science Open Archive, 27, 10.1002/essoar.10504519.1. 2020.
  • Nedd, G.A., Oyedotun, T.D.T. and Simard, M., 2021. Evaluation of Spatio-Temporal Dynamics of Guyana’s Mangroves Using SAR and GEE. Earth Systems and Environment, pp.1-16.
  • Duncanson, L., Neuenschwander, A., Hancock, S., Thomas, N., Fatoyinbo, T., Simard, M., Silva, C.A., Armston, J., Luthcke, S.B., Hofton, M. and Kellner, J.R., “Biomass estimation from simulated GEDI, ICESat-2 and NISAR across environmental gradients in Sonoma County, California”. Remote Sensing of Environment, 242, p.111779. 2020.
  • Liao, Tien-Hao, Marc Simard, Michael Denbina, and Michael P. Lamb. "Monitoring Water Level Change and Seasonal Vegetation Change in the Coastal Wetlands of Louisiana Using L-Band Time-Series." Remote Sensing 12, no. 15: 2351. 2020.
  • Worthington, T. A., Andradi-Brown, D. A., Bhargava, R., Buelow, C., Bunting, P., Duncan, C., Simard, M., ... & Spalding, M. “Harnessing Big Data to Support the Conservation and Rehabilitation of Mangrove Forests Globally”. One Earth, 2(5), 429-443. 2020.
  • Ward, N., Megonigal, P., Bond-Lamberty, B., Bailey, V., Butman, D., Canuel, R., Diefenderfer, H., Ganju, N., Goni, M., Graham, E., Hopkinson, C., Khangaonkar, T., Langley, A., Mcdowell, N., Myers-Pigg, A., Neumann, R., Osburn, C., Price, R., Rowland, J., Sengupta, A., Simard, M., Thornton, P.,
  • “Representing the function and sensitivity of coastal interfaces in Earth system models”. Nature Communications, 11(1), 1-14. 2020.
  • Marshak, C., Simard, M., Duncanson, L., Silva, C. A., Denbina, M., Liao, T. H., ... & Armston, J. “Regional Tropical Aboveground Biomass Mapping with L-Band Repeat-Pass Interferometric Radar, Sparse Lidar, and Multiscale Superpixels”. Remote Sensing, 12(12), 2048. 2020.
  • Salum, Rafaela B., Pedro Walfir M. Souza-Filho, Marc Simard, Carlos Alberto Silva, Marcus EB Fernandes, Michele F. Cougo, Wilson do Nascimento Junior, and Kerrylee Rogers. "Improving mangrove above-ground biomass estimates using LiDAR." Estuarine, Coastal and Shelf Science 236:106585. 2020.
  • Topp, Simon N., Tamlin M. Pavelsky, Daniel Jensen, Marc Simard, and Matthew RV Ross. "Research Trends in the Use of Remote Sensing for Inland Water Quality Science: Moving Towards Multidisciplinary Applications." Water 12, no. 1: 169. 2020.
  • Simard, Marc, Lola Fatoyinbo, Charlotte Smetanka, Victor H. Rivera-Monroy, Edward Castañeda-Moya, Nathan Thomas, and Tom Van der Stocken. "Mangrove canopy height globally related to precipitation, temperature and cyclone frequency." Nature Geoscience 12, no. 1: 40. 2019.
  • Ross, Matthew RV, Simon N. Topp, Alison P. Appling, Xiao Yang, Catherine Kuhn, David Butman, Marc Simard, and Tamlin M. Pavelsky. "AquaSat: A Data Set to Enable Remote Sensing of Water Quality for Inland Waters." Water Resources Research 55, no. 11: 10012-10025. 2019.
  • Denbina, Michael, Marc Simard, Ernesto Rodriguez, Xiaoqing Wu, Albert Chen, and Tamlin Pavelsky. "Mapping Water Surface Elevation and Slope in the Mississippi River Delta Using the AirSWOT Ka-Band Interferometric Synthetic Aperture Radar." Remote Sensing 11, no. 23: 2739. 2019.
  • Brigot, Guillaume, Marc Simard, Elise Colin-Koeniguer, and Alexandre Boulch. "Retrieval of Forest Vertical Structure from PolInSAR Data by Machine Learning Using LIDAR-Derived Features." Remote Sensing 11, no. 4: 381. 2019.
  • Jensen, Daniel, Marc Simard, Kyle Cavanaugh, Yongwei Sheng, Cédric G. Fichot, Tamlin Pavelsky, and Robert Twilley. "Improving the transferability of suspended solid estimation in wetland and deltaic waters with an empirical hyperspectral approach." Remote Sensing 11, no. 13: 1629. 2019.
  • Jensen, Daniel, Kyle C. Cavanaugh, Marc Simard, Gregory S. Okin, Edward Castañeda-Moya, Annabeth McCall, and Robert R. Twilley. "Integrating imaging spectrometer and synthetic aperture radar data for estimating wetland vegetation aboveground biomass in coastal Louisiana." Remote Sensing 11, no. 21: 2533. 2019.
  • Marshak, Charlie, Marc Simard, and Michael Denbina. "Monitoring Forest Loss in ALOS/PALSAR Time-Series with Superpixels." Remote Sensing 11, no. 5: 556. 2019.
  • Palomino-Ángel, S.,Anaya-Acevedo, J.A. and Simard, M and Liao, T.-H. and Jaramillo, F., “Analysis of Floodplain Dynamics in the Atrato River Colombia Using SAR Interferometry”, Water, 11 (5). 2019.
  • Van der Stocken, Tom, Dustin Carroll, Dimitris Menemenlis, Marc Simard, and Nico Koedam. "Global-scale dispersal and connectivity in mangroves." Proceedings of the National Academy of Sciences 116, no. 3: 915-922. 2019.
  • Van der Stocken, Tom, Alison KS Wee, Dennis JR De Ryck, Bram Vanschoenwinkel, Daniel A. Friess, Farid Dahdouh‐Guebas, Marc Simard, Nico Koedam, and Edward L. Webb. "A general framework for propagule dispersal in mangroves." Biological reviews 94, no. 4: 1547-1575. 2019.
  • Ross, Matthew RV, Simon N. Topp, Alison P. Appling, Xiao Yang, Catherine Kuhn, David Butman, Marc Simard, and Tamlin M. Pavelsky. "AquaSat: A Data Set to Enable Remote Sensing of Water Quality for Inland Waters." Water Resources Research 55, no. 11: 10012-10025. 2019.
  • Thomas, Nathan, Marc Simard, Edward Casteñeda-Moya, Kristin Byrd, Lisamaria Windham-Myers, Azure Bevington, and Robert R. Twilley. "High-resolution mapping of biomass and distribution of marsh and forested wetlands in southeastern coastal Louisiana." International Journal of Applied Earth Observation and Geoinformation 80: 257-267. 2019.
  • Denbina, Michael, Marc Simard, and Brian Hawkins. "Forest Height Estimation Using Multibaseline PolInSAR and Sparse Lidar Data Fusion." IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 99: 1-19. 2018.
  • Daniel J. Jensen, Marc Simard, Kyle C. Cavanaugh, and David R. Thompson, “Imaging Spectroscopy BRDF Correction for Mapping Louisiana’s Coastal Ecosystems”, IEEE Transactions on Geoscience and Remote Sensing 56 (3), 1739-1748. 2018.
  • Sadeghi, Y., St-Onge, B., Leblon, B., Prieur, J.F. and Simard, M. Mapping boreal forest biomass from a SRTM and TanDEM-X based on canopy height model and Landsat spectral indices. International journal of applied earth observation and geoinformation, 68, pp.202-213. 2018.
  • Kristin B. Byrd, Laurel Ballanti, Nathan Thomas, Dung Nguyen, James R. Holmquist, Marc Simard, Lisamarie Windham-Myers, 2017, “A remote sensing-based model of tidal marsh aboveground carbon stocks for the conterminous United States”, ISPRS Journal of Photogrammetry and Remote Sensing 139, 255-271
  • Breithaupt, J.L., Smoak, J.M., Rivera-Monroy, V.H., Castañeda-Moya, E., Moyer, R.P., Simard, M. and Sanders, C.J., 2017. Partitioning the relative contributions of organic matter and mineral sediment to accretion rates in carbonate platform mangrove soils. Marine Geology, 390, pp.170-180.
  • Thomas, N., Lucas, R., Bunting, P., Hardy, A., Rosenqvist, A., & Simard, M., 2017. Distribution and drivers of global mangrove forest change, 1996–2010. PloS one, 12(6), e0179302.
  • Simard, Marc, and Michael Denbina. "An Assessment of Temporal Decorrelation Compensation Methods for Forest Canopy Height Estimation Using Airborne L-Band Same-Day Repeat-Pass Polarimetric SAR Interferometry." IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 11.1 (2018): 95-111.
  • Sadeghi, Yaser, Benoît St-Onge, Brigitte Leblon, and Marc Simard. "Effects of TanDEM-X Acquisition Parameters on the Accuracy of Digital Surface Models of a Boreal Forest Canopy." Canadian Journal of Remote Sensing 43, no. 2 (2017): 194-207.
  • Mahoney, Craig, Christopher Hopkinson, Alex Held, and Marc Simard. "Continental-Scale Canopy Height Modeling by Integrating National, Spaceborne, and Airborne LiDAR Data." Canadian Journal of Remote Sensing 42, no. 5 (2016): 574-590.
  • Lucas, R., Fatoyinbo, L., Simard, M. and Rebelo, L.-M.,“Remote Sensing of Wetland Types: Mangroves”, The Wetland Book, 2016.
  • Jerath, Meenakshi, Mahadev Bhat, Victor H. Rivera-Monroy, Edward Castañeda-Moya, Marc Simard, and Robert R. Twilley. "The role of economic, policy, and ecological factors in estimating the value of carbon stocks in Everglades mangrove forests, South Florida, USA." Environmental Science & Policy 66 (2016): 160-169.
  • Lagomasino, David, Temilola Fatoyinbo, SeungKuk Lee, Emanuelle Feliciano, Carl Trettin, and Marc Simard. "A comparison of mangrove canopy height using multiple independent measurements from land, air, and space." Remote Sensing 8, no. 4 (2016): 327.
  • Rovai, A. S., P. Riul, R. R. Twilley, E. Castañeda‐Moya, V. H. Rivera‐Monroy, A. A. Williams, M. Simard et al. "Scaling mangrove aboveground biomass from site‐level to continental‐scale." Global ecology and biogeography 25, no. 3 (2016): 286-298.
  • Brolly, Matthew, Marc Simard, Hao Tang, Ralph O. Dubayah, and Justin P. Fisk. "A Lidar-Radar Framework to Assess the Impact of Vertical Forest Structure on Interferometric Coherence." IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 9, no. 12 (2016): 5830-5841. doi: 10.1109/JSTARS.2016.2527360
  • Crippen, R., S. Buckley, P. Agram, E. Belz, E. Gurrola, S. Hensley, M. Kobrick et al. "NASADEM global elevation model: methods and progress." ISPRS-International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences (2016): 125-128.
  • Choi, S., Kempes, C.P., Park, T., Ganguly, S., Wang, W., Xu, L., Basu, S., Dungan, J.L., Simard, M., Saatchi, S.S. and Piao, S., 2016. Application of the metabolic scaling theory and water–energy balance equation to model large‐scale patterns of maximum forest canopy height. Global Ecology and Biogeography.
  • M. Simard; B. V. Riel; M. Denbina; S. Hensley, 2016, "Radiometric Correction of Airborne Radar Images Over Forested Terrain With Topography," in IEEE Transactions on Geoscience and Remote Sensing , vol.PP, no.99, pp.1-5 doi: 10.1109/TGRS.2016.2543142
  • Lagomasino, D., Fatoyinbo, T., Lee, S.K. and Simard, M., 2015. High‐resolution forest canopy height estimation in an African blue carbon ecosystem. Remote Sensing in Ecology and Conservation, 1(1), pp.51-60.
  • Y. Sadeghi, B. St-Onge, B. Leblon and M. Simard, "Canopy Height Model (CHM) Derived From a TanDEM-X InSAR DSM and an Airborne Lidar DTM in Boreal Forest," in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 9, no. 1, pp. 381-397, Jan. 2016.
    doi: 10.1109/JSTARS.2015.2512230
  • Cougo, M.F., Souza-Filho, P.W., Silva, A.Q., Fernandes, M.E., Santos, J.R.D., Abreu, M.R., Nascimento, W.R. and Simard, M., 2015. Radarsat-2 Backscattering for the Modeling of Biophysical Parameters of Regenerating Mangrove Forests. Remote Sensing, 7(12), pp.17097-17112.
  • S. K. Lee et al., "Large-scale mangrove canopy height map generation from TanDEM-X data by means of Pol-InSAR techniques," 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Milan, 2015, pp. 2895-2898. doi: 10.1109/IGARSS.2015.7326420
  • Thomas, N., Lucas, R., Itoh, T., Simard, M., Fatoyinbo, L., Bunting, P., & Rosenqvist, A. An approach to monitoring mangrove extents through time-series comparison of JERS-1 SAR and ALOS PALSAR data. Wetlands Ecology and Management, 2015 23:1:3-17
  • Howard, J., Hoyt, S., Isensee, K., Pidgeon, E., Telszewski, M. (eds.) (2014). Coastal Blue Carbon: Methods for assessing carbon stocks and emissions factors in mangroves, tidal salt marshes, and seagrass meadows. Conservation International, Intergovernmental Oceanographic Commission of UNESCO, International Union for Conservation of Nature. Arlington, Virginia, USA.
  • Hensley, S., Oveisgharan, S., Saatchi, S., Simard, M., Ahmed, R., & Haddad, Z. (2014). An error model for biomass estimates derived from polarimetric radar backscatter. Geoscience and Remote Sensing, IEEE Transactions on, 52(7), 4065-4082.
  • Lucas, Richard, Lisa-Maria Rebelo, Lola Fatoyinbo, Ake Rosenqvist, Takuya Itoh, Masanobu Shimada, Marc Simard et al. "Contribution of L-band SAR to systematic global mangrove monitoring." Marine and Freshwater Research 65, no. 7 (2014): 589-603.
  • Xiliang Ni, Taejin Park, Sungho Choi, Yuli Shi, Chunxiang Cao, Xuejun Wang, Michael A. Lefsky, Marc Simard and Ranga B. Myneni , “Allometric Scaling and Resource Limitations Model of Tree Heights: Part 3. Model Optimization and Testing over Continental China”, Remote Sens. 2014, 6(5), 3533-3553; doi:10.3390/rs6053533
  • Choi, S., Ni, X., Shi, Y., Ganguly, S., Zhang, G., Duong, H.V., Lefsky, M.A., Simard, M., Saatchi,S.S., Lee, S., Ni-Meister, W., Piao, S., Cao, C., Nemani, R.R., Myneni R.B., “Allometric Scaling and Resource Limitations Model of Tree Heights: Part 2. Site based testing of the Model”, Remote Sens. 2013, 5(1), 202-223; doi:10.3390/rs5010202
  • Yuli Shi, Sungho Choi *, Xiliang Ni, Sangram Ganguly, Gong Zhang, Hieu V. Duong, Michael A. Lefsky, Marc Simard, Sassan S. Saatchi, Shihyan Lee, Wenge Ni-Meister, Shilong Piao, Chunxiang Cao, Ramakrishna R. Nemani, Ranga B. Myneni, "Allometric scaling and resource limitations model of tree heights: Part 1. Model optimization and testing over continental USA." Remote Sensing 5.1 (2013): 284-306.
  • Pinto N., Simard M., Dubayah R. Using InSAR Coherence to Map Stand Age in a Boreal Forest. Remote Sensing. 2013; 5(1):42-56.
  • P.M. Montesano, B.D. Cook, G. Sun, M. Simard, R.F. Nelson, K.J. Ranson, Z. Zhang, S. Luthcke, Achieving accuracy requirements for forest biomass mapping: A spaceborne data fusion method for estimating forest biomass and LiDAR sampling error, Remote Sensing of Environment, Volume 130, 15 March 2013, Pages 153-170, ISSN 0034-4257, 10.1016/j.rse.2012.11.016.
  • Simard, M.; Hensley, S.; Lavalle, M.; Dubayah, R.; Pinto, N.; Hofton, M. An Empirical Assessment of Temporal Decorrelation Using the Uninhabited Aerial Vehicle Synthetic Aperture Radar over Forested Landscapes. Remote Sens. 2012, 4, 975-986.
  • Simard, M., Pinto, N., Fisher, J., Baccini, A., (2011), “Mapping forest canopy height globally with spaceborne lidar”, Journal of Geophysical Research, VOL. 116, G04021, 12 PP., 2011, doi:10.1029/2011JG001708.
  • Fatoyinbo, T.E. & Marc Simard (2013). “Height and biomass of mangroves in Africa from ICESat/GLAS and SRTM“, International Journal of Remote Sensing, Vol. 34, Iss. 2, pp. 668-681. doi:10.1080/01431161.2012.712224.
  • Swatantran A , Dubayah R , Goetz S , Hofton M , Betts MG , et al. 2012 Mapping Migratory Bird Prevalence Using Remote Sensing Data Fusion. PLoS ONE 7(1): e28922. doi:10.1371/journal.pone.0028922
  • Rivera-Monroy, V.H., Robert R. Twilley, Stephen E. Davis, III, Daniel L. Childers, Marc Simard, Randolph Chambers, Rudolf Jaffe, Joseph N. Boyer, David T. Rudnick, Keqi Zhang, Edward Castaneda-Moya, Sharon Ewe, Rene M. Price, Carlos Coronado-Molina, Michael Ross, Thomas J. Smith, III, Beatrice Michot, Ehab Meselhe, William Nuttle, Tiffany Troxler, and Gregory, (2010), “The Role of the Everglades Mangrove Ecotone Region (EMER) in Regulating Nutrient Cycling and Wetland Productivity in South Florida” , Special issue of Critical Reviews in Environmental Science and Technology, 41(S1):1–37.
  • Lavalle, M.; Simard, M.; Hensley, S.; , "A Temporal Decorrelation Model for Polarimetric Radar Interferometers," Geoscience and Remote Sensing, IEEE Transactions on , vol.50, no.7, pp.2880-2888, July 2012, doi: 10.1109/TGRS.2011.2174367
  • Simard M, Fatoyinbo T.E., Pinto N (2009), ”Mangrove Canopy 3D Structure and Ecosystem Productivity Using Active Remote Sensing”, book chapter In Remote Sensing of Coastal environments, Taylor and Francis Group LLC, Yeqiao Wang ed.
  • Fatoyinbo, T. E., M. Simard, R. A. Washington-Allen, and H. H. Shugart, “Landscape-scale extent, height, biomass, and carbon estimation of Mozambique's mangrove forests with Landsat ETM+ and Shuttle Radar Topography Mission elevation data”, J. Geophys. Res., 113, G02S06, 2008, doi:10.1029/2007JG000551
  • Zhang K., Simard M., Ross M., Rivera-Monroy V. H., Houle P., Ruiz P., Twilley R. R., Whelan K. Airborne Laser Scanning Quantification of Disturbances from Hurricanes and Lightning Strikes to Mangrove Forests in Everglades National Park, USA. Sensors. 2008; 8(4):2262-2292.
  • Simard, M., Rivera-Monroy, V.H., José Ernesto Mancera-Pineda, Castaneda-Moya, E.,Twilley, R., "A Systematic Method for 3D Mapping of Mangrove Forests Based on Shuttle Radar Topography Mission Elevation Data, ICESat/GLAS Waveforms and Field Data: Application to Ciénaga Grande de Santa Marta, Colombia," Remote Sensing of the Environment, Vol. 112/5, pp. 2131-2144, doi:10.1016/j.rse.2007.10.012. 2008.
  • M. Simard, K. Zhang, V. H. Rivera-Monroy, M. Ross, P. Ruiz, E. Castañeda-Moya, E. Twilley, E. Rodriguez. , “Mapping Height and Biomass of Mangrove Forests in the Everglades National Park with SRTM Elevation Data”, Photogrammetric Engineering & Remote Sensing”, Vol. 72, No. 3, March 2006, pp. 299–311.
  • M. Fischman, M. Simard, “Ultrafast, real-time interferometric radar processing hardware with dynamic parameter update capabilities”, New Technology Report (NTR #42026), Jet Propulsion Laboratory, March 2005.
  • M. Simard, “Ocean Surface Topography Mission WSOA Onboard Processing Algorithm Definition”, Docushare Library, Ocean Surface Topography Mission, JPL D-29629 OSTM-49-5075, 2004.
  • M. Simard, E. Rodriguez, “Real-time algorithm for radar interferometry of ocean surface height”, Proceedings of SPIE, Vol. #5238, 2003.
  • Siqueira, P. R., Hensley, S., Rodriguez, R., Simard, M., “ X/P Merge”, New Technology Report (NTR # 40268), Jet Propulsion Laboratory, March 2003.
  • M. Simard, G. DeGrandi, S. Saatchi, P. Mayaux, “Mapping tropical coastal vegetation using JERS-1 and ERS-1 radar data with a decision tree classifier", International Journal of Remote Sensing, V.23, No.7, 2002, pp. 1461-1474.
  • P. Mayaux, G.F. De Grandi, Y. Rauste, M. Simard, S.Saatchi, “Regional Scale Vegetation Maps Derived from the Combined L-band GRFM and C-band CAMP Wide Area Radar Mosaics of Central Africa", International Journal of Remote Sensing, V.23, No. 7, 2002, pp. 1261-1282.
  • M. Simard, S. Saatchi, G. DeGrandi, “The use of decision tree and multiscale texture for classification of JERS-1 SAR data over tropical forest", IEEE Transactions on Geoscience and Remote Sensing, 2000, Vol. 38, No. 5, pp. 2310-2321
  • G. De Grandi, P. Mayaux, J.P. Malingreau, A. Rosenqvist, S. Saatchi, M. Simard, “New Perspectives on Global Ecosystems from Wide-area Radar Mosaics: Flooded Forest Mapping in the Tropics", International Journal of Remote Sensing, 2000, Vol.21, No. 6, pp.1235-1249
  • G. De Grandi, P. Mayaux, Y. Rauste, A. Rosenqvist, M. Simard, S. Saatchi, “The Global Rain Forest Mapping project JERS-1 radar mosaic of tropical Africa: development and product characterization aspects", IEEE Transactions on Geoscience and Remote Sensing, 2000, Vol. 38, No. 5, pp. 2218-2233
  • M. Simard, F. DeGrandi, K.P.B.Thomson, “Adaptation of the wavelet transform for the construction of multiscale texture maps of SAR images”, Canadian Journal of Remote Sensing, Vol.24, No.3, September 1998
  • M. Simard, F. DeGrandi, K.P.B.Thomson, G.B. Benie, “Analysis of Speckle Noise Contribution on Wavelet Decomposition of SAR Images”, IEEE Transactions on Geoscience and Remote Sensing, Vol.36, No.6, November 1998
  • M. Simard, “Analyse de texture multiéchelle des images ERS-1 de la forêt tropicale basée sur la transformée par ondelettes”, Ph.D. thesis, Université Laval, 1998
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