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Published in Computers and Electronics in Agriculture
Mahya G.Z. Hashemi, Pang-Ning Tan, Ehsan Jalilvand, Brook Wilke, Hamed Alemohammad, Narendra N. Das
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Daniela Szwarcman, Sujit Roy, Paolo Fraccaro, Þorsteinn E Gíslason, Benedikt Blumenstiel, Rinki Ghosal, Pedro H de Oliveira, Joao L Almeida, Rocco Sedona, Yanghui Kang, Srija Chakraborty, Sizhe Wang, Ankur Kumar, Myscon Truong, Denys Godwin, Hyunho Lee, Chia-Yu Hsu, Ata A Asanjan, Besart Mujeci, Trevor Keenan, Paulo Arevalo, Wenwen Li, Hamed Alemohammad, Pontus Olofsson, Christopher Hain, Robert Kennedy, Bianca Zadrozny, Gabriele Cavallaro, Campbell Watson, Manil Maskey, Rahul Ramachandran, Juan B Moreno
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Girmaw A Tadesse, Caleb Robinson, Charles Mwangi, Esther Maina, Joshua Nyakundi, Luana Marotti, Gilles Q Hacheme, Hamed Alemohammad, Rahul Dodhia, Juan L Ferres
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Sam Khallaghi, Rahebe Abedi, Hanan A Ali, Hamed Alemohammad, Mary D Asipunu, Ismail Alatise, Nguyen Ha, Boka Luo, Cat Mai, Lei Song, Amos Wussah, Sitian Xiong, Yao-Ting Yao, Qi Zhang, Lyndon D Estes
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Advancing Foundation Models for Geospatial Applications with Scarce Reference Data
Measuring Development
Washington, DC
Sponsored by The World Bank
Hamed Alemohammad
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Advancements and Applications of Foundation Models for Earth Observations
AWS Sustainability Speaker Series
Online
Hamed Alemohammad
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Fine-Tuning Foundation Models for Downstream Applications of Remote Sensing Data
AAG Annual Meeting
Honolulu, HI
Hamed Alemohammad
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Harvard ABCD-GIS / Geography Colloquium
Cambridge, MA
Sponsored by Harvard Center for Geographic Analysis
Hamed Alemohammad
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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
Anke Fluhrer, Thomas Jagdhuber, Carsten Montzka, Maike Schumacher, Hamed Alemohammad, Alireza Tabatabaeenejad, Harald Kunstmann, Dara Entekhabi
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Denys Godwin, Hanxi Li, Michael Cecil, Hamed Alemohammad
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Published in Isprs Journal of Photogrammetry and Remote Sensing
Mahya Ghazi Zadeh Hashemi, Ehsan Jalilvand, Hamed Alemohammad, Pang-Ning Tan, Narenda Das
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Applications of Foundation Models in Earth Sciences Applied to Remote Sensing Imagery
Second U.S.-Africa Frontiers of Science, Engineering, and Medicine Symposium
Rabat, Morocco
Sponsored by National Academies of Science, Engineering and Medicine
Hamed Alemohammad
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IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)
Waikoloa, HI
Hamed Alemohammad
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Johannes Jakubik, Sujit Roy, C. E Phillips, Paolo Fraccaro, Denys Godwin, Bianca Zadrozny, Daniela Szwarcman, Carlos Gomes, Gabby Nyirjesy, Blair Edwards, Daiki Kimura, Naomi Simumba, Linsong Chu, Karthik S Mukkavilli, Devyani Lambhate, Kamal Das, Ranjini Bangalore, Dario Oliveira, Michal Muszynski, Kumar Ankur, Muthukumaran Ramasubramanian, Iksha Gurung, Sam Khallaghi, Michael Cecil, Maryam Ahmadi, Fatemeh Kordi, Hamed Alemohammad, Manil Maskey, Raghu Ganti, Kommy Weldemariam, Rahul Ramachandran
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Machine Learning Applications with Earth Observations
GIZ FAIR Forward Training on ML4EO
Kigali, Rwanda
Hamed Alemohammad
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Sponsored by Oak Ridge National Lab
Hamed Alemohammad
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EGU General Assembly
Vienna, Austria
Hamed Alemohammad
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A New Era for Geospatial Analytics
The Graduate School of Geography Centennial
Worcester, MA
Hamed Alemohammad
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Amplifying Impact through Collaborative Ecosystems for Geospatial Analytics
GeoBuiz Summit
Monterey, CA
Hamed Alemohammad
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Alexandre Lacoste, Nils Lehmann, Pau Rodriguez, Evan D Sherwin, Hannah Kerner, Björn Lütjens, Jeremy A Irvin, David Dao, Hamed Alemohammad, Alexandre Drouin, Mehmet Gunturkun, Gabriel Huang, David Vazquez, Dava Newman, Yoshua Bengio, Stefano Ermon, Xiao X Zhu
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AGU Fall Meeting
San Francisco, CA
Hamed Alemohammad
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The Geospatial Workforce Crisis: A Diversity of Pathways Forward
Washington, DC
Sponsored by National Academies of Sciences, Engineering, and Medicine
Hamed Alemohammad
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The Landscape of Geospatial AI Applications
Practicing Geography Week and GIS Week
Clark University
Sponsored by Clark University Graduate School of Geography
Hamed Alemohammad
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Tropical cyclone wind speed estimation: A large scale training data set and community benchmarking
Published in Earth and Space Science
Iksha Gurung, Muthukumaran Ramasubhramanian, Brian Freitag, Aaron Kaulfus, Manil Maskey, Rahul Ramachandran, Hamed Alemohammad
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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
Christian Tottrup, Daniel Druce, Rasmus Probst Meyer, Mads Christensen, Michael Riffler, Bjoern Dulleck, Philipp Rastner, Katerina Jupova, Tomas Sokoup, Arjen Haag, Hamed Alemohammad, others
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Alexandre Lacoste, Evan D Sherwin, Hannah Kerner, Hamed Alemohammad, Björn Lütjens, Jeremy Irvin, David Dao, Alex Chang, Mehmet Gunturkun, Alexandre Drouin, Pau Rodriguez, David Vazquez
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Accounting for training data error in machine learning applied to Earth observations
Published in Remote Sensing
Arthur Elmes, Hamed Alemohammad, Ryan Avery, Kelly Caylor, J Ronald Eastman, Lewis Fishgold, Mark A Friedl, Meha Jain, Divyani Kohli, Bayas, Laso, others
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Hamed Alemohammad, Kevin Booth
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Tharun Mohandoss, Aditya Kulkarni, Daniel Northrup, Ernest Mwebaze, Hamed Alemohammad
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Aditya Kulkarni, Tharun Mohandoss, Daniel Northrup, Ernest Mwebaze, Hamed Alemohammad
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Yannis Kalantidis, Laura Sevilla-Lara, Ernest Mwebaze, Dina Machuve, Hamed Alemohammad, David Guerena
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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
Thomas Jagdhuber, Alexandra G Konings, Kaighin A McColl, Seyed Hamed Alemohammad, Narendra Narayan Das, Carsten Montzka, Moritz Link, Ruzbeh Akbar, Dara Entekhabi
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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
Bahram Khazaei, Sina Khatami, Seyed Hamed Alemohammad, Lida Rashidi, Changshan Wu, Kaveh Madani, Zahra Kalantari, Georgia Destouni, Amir Aghakouchak
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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
S. H. Alemohammad, T. Jagdhuber, M. Moghaddam, D. Entekhabi
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Land–atmosphere interactions in the tropics–a review
Published in Hydrology and Earth System Sciences
Pierre Gentine, Adam Massmann, Benjamin R Lintner, Alemohammad, Sayed Hamed, Rong Fu, Julia K Green, Daniel Kennedy, Jordi Arellano
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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
Seyed Hamed Alemohammad, Alexandra G Konings, Thomas Jagdhuber, Mahta Moghaddam, Dara Entekhabi
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Estimating surface soil moisture from SMAP observations using a Neural Network technique
Published in Remote sensing of environment
J Kolassa, R H Reichle, Q Liu, S H Alemohammad, P Gentine, K Aida, J Asanuma, S Bircher, T Caldwell, A Colliander, others
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Global downscaling of remotely sensed soil moisture using neural networks
Published in Hydrology and Earth System Sciences
S. H. Alemohammad, J. Kolassa, C. Prigent, F. Aires, P. Gentine
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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
P Gentine, S H Alemohammad
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Tall Amazonian forests are less sensitive to precipitation variability
Published in Nature Geoscience
Francesco Giardina, Alexandra G. Konings, Daniel Kennedy, Seyed Hamed Alemohammad, Rafael S. Oliveira, Maria Uriarte, Pierre Gentine
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A global spatially contiguous solar-induced fluorescence (CSIF) dataset using neural networks
Published in Biogeosciences
Yao Zhang, Joanna Joiner, Seyed Hamed Alemohammad, Sha Zhou, Pierre Gentine
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Yoni Nachmany, Hamed Alemohammad
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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
Seyed Hamed Alemohammad, Bin Fang, Alexandra G Konings, Julia K Green, Jana Kolassa, Catherine Prigent, Filipe Aires, Diego Miralles, Pierre Gentine
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The global distribution and dynamics of surface soil moisture
Published in Nature Geoscience
Kaighin A McColl, Seyed Hamed Alemohammad, Ruzbeh Akbar, Alexandra G Konings, Simon Yueh, Dara Entekhabi
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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
J Kolassa, P Gentine, C Prigent, F Aires, S H Alemohammad
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Regionally strong feedbacks between the atmosphere and terrestrial biosphere
Published in Nature geoscience
Julia K Green, Alexandra G Konings, Seyed Hamed Alemohammad, Joseph Berry, Dara Entekhabi, Jana Kolassa, Jung-Eun Lee, Pierre Gentine
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Triple collocation for binary and categorical variables: Application to validating landscape freeze/thaw retrievals
Published in Remote Sensing of Environment
K. A. McColl, A. Roy, C. Derksen, A. G. Konings, S. H. Alemohammad, D. Entekhabi
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Seyed H Alemohammad, Alexandra G Konings, Thomas Jagdhuber, Mahta Moghaddam, Dara Entekhabi
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Quantifying Precipitation Uncertainty for Land Data Assimilation Applications
Published in Monthly Weather Review
Seyed Hamed Alemohammad, Dennis B McLaughlin, Dara Entekhabi
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Characterization of precipitation product errors across the United States using multiplicative triple collocation
Published in Hydrology and Earth System Sciences
S H Alemohammad, K A McColl, A G Konings, D Entekhabi, A Stoffelen
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Ensemble-based characterization of uncertain environmental features
Published in Advances in water resources
Rafa\l W\’ojcik, Dennis McLaughlin, Seyed Hamed Alemohammad, Dara Entekhabi
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Evaluation of long-term SSM/I-based precipitation records over land
Published in Journal of Hydrometeorology
Seyed Hamed Alemohammad, Dara Entekhabi, Dennis B McLaughlin
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Seyed H Alemohammad, Reza Ardakanian, Akbar Karimi
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Reza Ardakanian, Seyed H Alemohammad
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Seyed H Alemohammad, Dara Entekhabi
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Sea Level Rise due to Global Warming (A Literature Review)
Published in Journal of Civil Engineering Islamic Azad University
S H Alemohammad, R Ardakanian
