Hamed Alemohammad
Associate Professor, Geography
Director of Center for Geospatial Analytics
Professor, Geography
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Degrees
- Ph.D. in Civil and Environmental Engineering, Massachusetts Institute of Technology, 2015
- M.S. in Water Resources Engineering, Sharif University of Technology, 2009
- B.S. in Civil and Environmental Engineering, Sharif University of Technology, 2007
Affiliated Department(s)
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Scholarly and Creative Works
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Soil Moisture Profile Estimation by Combining P-band SAR Polarimetry with Hydrological and Multi-Layer Scattering Models
Published in Remote Sensing of Environment
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2023
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A New Era for Geospatial Analytics
The Graduate School of Geography Centennial
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Worcester, MA
April
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2023
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Amplifying Impact through Collaborative Ecosystems for Geospatial Analytics
GeoBuiz Summit
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Monterey, CA
March
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2023
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Incorporating Training Data Uncertainty in Machine Learning Models for Satellite Imagery
EGU General Assembly
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Vienna, Austria
April
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2023
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Tropical cyclone wind speed estimation: A large scale training data set and community benchmarking
Published in Earth and Space Science
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2023
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Vol. 10
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Issue #3
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Surface water dynamics from space: a round robin intercomparison of using optical and sar high-resolution satellite observations for regional surface water detection
Published in Remote Sensing
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2022
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Vol. 14
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Issue #10
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Accounting for training data error in machine learning applied to Earth observations
Published in Remote Sensing
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2020
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Vol. 12
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Issue #6
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Land--atmosphere interactions in the tropics--a review
Published in Hydrology and Earth System Sciences
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2019
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Vol. 23
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Issue #10
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Soil and Vegetation Scattering Contributions in L-Band and P-Band Polarimetric SAR Observations
Published in IEEE Transactions on Geoscience and Remote Sensing
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2019
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Climatic or regionally induced by humans? Tracing hydro-climatic and land-use changes to better understand the Lake Urmia tragedy
Published in Journal of Hydrology
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2019
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Physics-Based Modeling of Active and Passive Microwave Covariations Over Vegetated Surfaces
Published in IEEE Transactions on geoscience and remote sensing
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2019
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Vol. 57
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Issue #2
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A global spatially contiguous solar-induced fluorescence (CSIF) dataset using neural networks
Published in Biogeosciences
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2018
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Vol. 15
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Issue #19
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Tall Amazonian forests are less sensitive to precipitation variability
Published in Nature Geoscience
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2018
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RSIF (Reconstructed Solar Induced Fluorescence): a machine-learning vegetation product based on MODIS surface reflectance to reproduce GOME-2 solar induced fluorescence
Published in Geophysical Research Letters
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2018
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Global downscaling of remotely sensed soil moisture using neural networks
Published in Hydrology and Earth System Sciences
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2018
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Vol. 22
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Issue #10
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Estimating surface soil moisture from SMAP observations using a Neural Network technique
Published in Remote sensing of environment
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2018
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Vol. 204
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Characterization of Vegetation and Soil Scattering Mechanisms across Different Biomes using P-band SAR Polarimetry
Published in Remote Sensing of Environment
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2018
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Vol. 209
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Regionally strong feedbacks between the atmosphere and terrestrial biosphere
Published in Nature geoscience
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2017
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Vol. 10
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Issue #6
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Soil moisture retrieval from AMSR-E and ASCAT microwave observation synergy. Part 2: Product evaluation
Published in Remote Sensing of Environment
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2017
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Vol. 195
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The global distribution and dynamics of surface soil moisture
Published in Nature Geoscience
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2017
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Vol. 10
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Issue #2
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Water, Energy, and Carbon with Artificial Neural Networks (WECANN): A statistically-based estimate of global surface turbulent fluxes using solar-induced fluorescence
Published in Biogeosciences
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2017
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Triple collocation for binary and categorical variables: Application to validating landscape freeze/thaw retrievals
Published in Remote Sensing of Environment
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2016
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Vol. 176
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Characterization of precipitation product errors across the United States using multiplicative triple collocation
Published in Hydrology and Earth System Sciences
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2015
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Vol. 19
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Issue #8
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Quantifying Precipitation Uncertainty for Land Data Assimilation Applications
Published in Monthly Weather Review
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2015
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Vol. 143
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Issue #8
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Evaluation of long-term SSM/I-based precipitation records over land
Published in Journal of Hydrometeorology
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2014
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Vol. 15
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Issue #5
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Ensemble-based characterization of uncertain environmental features
Published in Advances in water resources
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2014
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Vol. 70
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Sea Level Rise due to Global Warming (A Literature Review)
Published in Journal of Civil Engineering Islamic Azad University
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2010
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Vol. 2
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Issue #1
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Awards & Grants
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Evaluating Performance of a Foundation Model for Optical Earth Observation on Downstream Tasks
NASA
Mar. 1, 2023 - Sep. 30, 2023
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