Research output per year
Research output per year
- 1 - 50 out of 52 results
Search results
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2024
Uncovering Plastic Litter Spectral Signatures: A Comparative Study of Hyperspectral Band Selection Algorithms
Olyaei, M. & Ebtehaj, A., Jan 2024, In: Remote Sensing. 16, 1, 172.Research output: Contribution to journal › Article › peer-review
Open Access -
2023
Evaluation of Snowfall Retrieval Performance of GPM Constellation Radiometers Relative to Spaceborne Radars
You, Y., Huffman, G., Petkovic, V., Milani, L., Yang, J. X., Ebtehaj, A., Vahedizade, S. & Gu, G., Mar 2023, In: Journal of Hydrometeorology. 24, 3, p. 389-405 17 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Passive Microwave Retrieval of Vegetation Optical Depth and Soil Permittivity Over Snow Covered Surfaces at L-Band
Kumawat, D. & Ebtehaj, A., 2023, IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 3241-3244 4 p. (International Geoscience and Remote Sensing Symposium (IGARSS); vol. 2023-July).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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2022
A deep neural network based SMAP soil moisture product
Gao, L., Gao, Q., Zhang, H., Li, X., Chaubell, M. J., Ebtehaj, A., Shen, L. & Wigneron, J. P., Aug 2022, In: Remote Sensing of Environment. 277, 113059.Research output: Contribution to journal › Article › peer-review
Open Access13 Scopus citations -
A new SMAP soil moisture and vegetation optical depth product (SMAP-IB): Algorithm, assessment and inter-comparison
Li, X., Wigneron, J. P., Fan, L., Frappart, F., Yueh, S. H., Colliander, A., Ebtehaj, A., Gao, L., Fernandez-Moran, R., Liu, X., Wang, M., Ma, H., Moisy, C. & Ciais, P., Mar 15 2022, In: Remote Sensing of Environment. 271, 112921.Research output: Contribution to journal › Article › peer-review
Open Access46 Scopus citations -
Constrained Inversion of a Microwave Snowpack Emission Model Using Dictionary Matching: Applications for GPM Satellite
Ebtehaj, A., Durand, M. & Tedesco, M., 2022, In: IEEE Transactions on Geoscience and Remote Sensing. 60Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Ensemble Riemannian data assimilation: Towards large-scale dynamical systems
Tamang, S. K., Ebtehaj, A., Van Leeuwen, P. J., Lerman, G. & Foufoula, E., Feb 18 2022, In: Nonlinear Processes in Geophysics. 29, 1, p. 77-92 16 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
On the effects of cloud water content on passive microwave snowfall retrievals
Vahedizade, S., Ebtehaj, A., Tamang, S., You, Y., Panegrossi, G., Ringerud, S. & Turk, F. J., Oct 2022, In: Remote Sensing of Environment. 280, 113187.Research output: Contribution to journal › Article › peer-review
Open Access -
Optical Detection of Marine Debris Using Deep Knockoff
Olyaei, M., Ebtehaj, A. & Hong, J., 2022, In: IEEE Transactions on Geoscience and Remote Sensing. 60, 5413912.Research output: Contribution to journal › Article › peer-review
4 Scopus citations -
Passive Microwave Retrieval of Soil Moisture Below Snowpack at L-Band Using SMAP Observations
Kumawat, D., Olyaei, M., Gao, L. & Ebtehaj, A., 2022, In: IEEE Transactions on Geoscience and Remote Sensing. 60, 4415216.Research output: Contribution to journal › Article › peer-review
4 Scopus citations -
Passive Microwave Signatures and Retrieval of High-Latitude Snowfall over Open Oceans and Sea Ice: Insights from Coincidences of GPM and CloudSat Satellites
Vahedizade, S., Ebtehaj, A., You, Y., Ringerud, S. E. & Turk, F. J., 2022, In: IEEE Transactions on Geoscience and Remote Sensing. 60Research output: Contribution to journal › Article › peer-review
9 Scopus citations -
Variability and Changes of Unfrozen Soils Below Snowpack
Gao, L., Ebtehaj, A., Cohen, J. & Wigneron, J. P., Feb 28 2022, In: Geophysical Research Letters. 49, 4, e2021GL095354.Research output: Contribution to journal › Article › peer-review
Open Access5 Scopus citations -
Vulnerability of Passive Microwave Snowfall Retrievals to Physical Properties of Snowpack: A Perspective From Dense Media Radiative Transfer Theory
Rahimi, R., Ebtehaj, A., Panegrossi, G., Milani, L., Ringerud, S. E. & Turk, F. J., 2022, In: IEEE Transactions on Geoscience and Remote Sensing. 60, 5304713.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
2021
Adapting passive microwave-based precipitation algorithms to variable microwave land surface emissivity to improve precipitation estimation from the GPM constellation
Turk, F. J., Ringerud, S. E., You, Y., Camplani, A., Casella, D., Panegrossi, G., Sanò, P., Ebtehaj, A., Guilloteau, C., Utsumi, N., Prigent, C. & Peters-Lidard, C., Jul 1 2021, In: Journal of Hydrometeorology. 22, 7, p. 1755-1781 27 p.Research output: Contribution to journal › Article › peer-review
10 Scopus citations -
Applications of a cloudsat-trmm and cloudsat-gpm satellite coincidence dataset
Turk, F. J., Ringerud, S. E., Camplani, A., Casella, D., Chase, R. J., Ebtehaj, A., Gong, J., Kulie, M., Liu, G., Milani, L., Panegrossi, G., Padullés, R., Rysman, J. F., Sanò, P., Vahedizade, S. & Wood, N. B., Jun 2 2021, In: Remote Sensing. 13, 12, 2264.Research output: Contribution to journal › Article › peer-review
Open Access18 Scopus citations -
Ensemble Riemannian data assimilation over the Wasserstein space
Tamang, S. K., Ebtehaj, A., Van Leeuwen, P. J., Zou, D. & Lerman, G., Jul 6 2021, In: Nonlinear Processes in Geophysics. 28, 3, p. 295-309 15 p.Research output: Contribution to journal › Article › peer-review
Open Access5 Scopus citations -
Physical connection of sensible and ground heat flux
Sadeghi, S. M., Ebtehaj, A., Guala, M. & Wang, J., Nov 2021, In: Journal of Hydrology. 602, 126687.Research output: Contribution to journal › Article › peer-review
Open Access5 Scopus citations -
Reappraisal of SMAP inversion algorithms for soil moisture and vegetation optical depth
Gao, L., Ebtehaj, A., Chaubell, M. J., Sadeghi, M., Li, X. & Wigneron, J. P., Oct 2021, In: Remote Sensing of Environment. 264, 112627.Research output: Contribution to journal › Article › peer-review
Open Access24 Scopus citations -
2020
A Spatially Constrained Multichannel Algorithm for Inversion of a First-Order Microwave Emission Model at L-Band
Gao, L., Sadeghi, M., Feldman, A. F. & Ebtehaj, A., Nov 2020, In: IEEE Transactions on Geoscience and Remote Sensing. 58, 11, p. 8134-8146 13 p., 9079480.Research output: Contribution to journal › Article › peer-review
10 Scopus citations -
A temporal polarization ratio algorithm for calibration-free retrieval of soil moisture at L-band
Gao, L., Sadeghi, M., Ebtehaj, A. & Wigneron, J. P., Nov 2020, In: Remote Sensing of Environment. 249, 112019.Research output: Contribution to journal › Article › peer-review
Open Access10 Scopus citations -
Corrigendum to “Microwave retrievals of soil moisture and vegetation optical depth with improved resolution using a combined constrained inversion algorithm: Application for SMAP satellite” (Remote Sensing of Environment (2020) 239, (S0034425720300316), (10.1016/j.rse.2020.111662))
Gao, L., Sadeghi, S. M. & Ebtehaj, A., Apr 2020, In: Remote Sensing of Environment. 240, 111703.Research output: Contribution to journal › Comment/debate › peer-review
Open Access -
Global estimates of land surface water fluxes from SMOS and SMAP satellite soil moisture data
Sadeghi, M., Ebtehaj, A., Crow, W. T., Gao, L., Purdy, A. J., Fisher, J. B., Jones, S. B., Babaeian, E. & Tuller, M., Feb 2020, In: Journal of Hydrometeorology. 21, 2, p. 241-253 13 p.Research output: Contribution to journal › Article › peer-review
Open Access24 Scopus citations -
Linking global changes of snowfall and wet-bulb temperature
Tamang, S. K., Ebtehaj, A. M., Prein, A. F. & Heymsfield, A. J., Jan 2020, In: Journal of Climate. 33, 1, p. 39-59 21 p.Research output: Contribution to journal › Article › peer-review
Open Access23 Scopus citations -
Metric Learning for Approximation of Microwave Channel Error Covariance: Application for Satellite Retrieval of Drizzle and Light Snowfall
Ebtehaj, A., Kummerow, C. D. & Turk, F. J., Feb 2020, In: IEEE Transactions on Geoscience and Remote Sensing. 58, 2, p. 903-912 10 p., 8858045.Research output: Contribution to journal › Article › peer-review
7 Scopus citations -
Microwave retrievals of soil moisture and vegetation optical depth with improved resolution using a combined constrained inversion algorithm: Application for SMAP satellite
Gao, L., Sadeghi, S. M. & Ebtehaj, A., Mar 15 2020, In: Remote Sensing of Environment. 239, 111662.Research output: Contribution to journal › Article › peer-review
34 Scopus citations -
Regularized variational data assimilation for bias treatment using the Wasserstein metric
Tamang, S. K., Ebtehaj, A., Zou, D. & Lerman, G., Jul 1 2020, In: Quarterly Journal of the Royal Meteorological Society. 146, 730, p. 2332-2346 15 p.Research output: Contribution to journal › Article › peer-review
7 Scopus citations -
Retrieving global surface soil moisture from GRACE satellite gravity data
Sadeghi, M., Gao, L., Ebtehaj, A., Wigneron, J. P., Crow, W. T., Reager, J. T. & Warrick, A. W., May 2020, In: Journal of Hydrology. 584, 124717.Research output: Contribution to journal › Article › peer-review
23 Scopus citations -
2019
A physically constrained inversion for high-resolution passive microwave retrieval of soil moisture and vegetation water content in L-band
Ebtehaj, A. & Bras, R. L., Nov 2019, In: Remote Sensing of Environment. 233, 111346.Research output: Contribution to journal › Article › peer-review
26 Scopus citations -
A prognostic nested k-nearest approach for microwave precipitation phase detection over snow cover
Takbiri, Z., Ebtehaj, A., Foufoula-Georgiou, E., Kirstetter, P. E. & Turk, F. J., Feb 1 2019, In: Journal of Hydrometeorology. 20, 2, p. 251-274 24 p.Research output: Contribution to journal › Article › peer-review
Open Access21 Scopus citations -
2018
The St. Anthony Falls Laboratory: 80 Years of Progress Part 2A Transition to Environmental Research
Stefan, H., Ellis, C., Gulliver, J., Hondzo, M., Paola, C., Marr, J., Hill, K., Guala, M., Ebtehaj, A., Voller, V., Erickson, A., Kozarek, J. & Hansen, A., 2018, World Environmental and Water Resources Congress 2018: International Perspectives, History and Heritage, Emerging Technologies, and Student Papers - Selected Papers from the World Environmental and Water Resources Congress 2018. Kamojjala, S. (ed.). American Society of Civil Engineers (ASCE), p. 151-184 34 p. (World Environmental and Water Resources Congress 2018: International Perspectives, History and Heritage, Emerging Technologies, and Student Papers - Selected Papers from the World Environmental and Water Resources Congress 2018).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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2017
A multi-sensor data-driven methodology for all-sky passive microwave inundation retrieval
Takbiri, Z., Ebtehaj, A. & Foufoula-Georgiou, E., Jun 8 2017, In: Hydrology and Earth System Sciences. 21, 6, p. 2685-2700 16 p.Research output: Contribution to journal › Article › peer-review
Open Access7 Scopus citations -
Bias-corrected data sets of climate model outputs at uniform space–time resolution for land surface modelling over Amazonia
Moghim, S., McKnight, S. L., Zhang, K., Ebtehaj, A. M., Knox, R. G., Bras, R. L., Moorcroft, P. R. & Wang, J., Feb 1 2017, In: International Journal of Climatology. 37, 2, p. 621-636 16 p.Research output: Contribution to journal › Article › peer-review
17 Scopus citations -
Bias-corrected data sets of climate model outputs at uniform space–time resolution for land surface modelling over Amazonia
Moghim, S., McKnight, S. L., Zhang, K., Ebtehaj, A. M., Knox, R. G., Bras, R. L., Moorcroft, P. R. & Wang, J., Feb 1 2017, In: International Journal of Climatology. 37, 2, p. 621-636 16 p.Research output: Contribution to journal › Article › peer-review
17 Scopus citations -
Combined assimilation of satellite precipitation and soil moisture: A case study using TRMM and SMOS data
Lin, L. F., Ebtehaj, A. M., Flores, A. N., Bastola, S. & Bras, R. L., Dec 1 2017, In: Monthly Weather Review. 145, 12, p. 4997-5014 18 p.Research output: Contribution to journal › Article › peer-review
Open Access18 Scopus citations -
Microwave retrievals of terrestrial precipitation over snow-covered surfaces: A lesson from the GPM satellite
Ebtehaj, A. M. & Kummerow, C. D., Jun 28 2017, In: Geophysical Research Letters. 44, 12, p. 6154-6162 9 p.Research output: Contribution to journal › Article › peer-review
Open Access35 Scopus citations -
Soil moisture background error covariance and data assimilation in a coupled land-atmosphere model
Lin, L. F., Ebtehaj, A. M., Wang, J. & Bras, R. L., Feb 1 2017, In: Water Resources Research. 53, 2, p. 1309-1335 27 p.Research output: Contribution to journal › Article › peer-review
20 Scopus citations -
Spatial scale gap filling using an unmanned aerial system: A statistical downscaling method for applications in precision agriculture
Hassan-Esfahani, L., Ebtehaj, A. M., Torres-Rua, A. & McKee, M., Sep 14 2017, In: Sensors (Switzerland). 17, 9, 2106.Research output: Contribution to journal › Article › peer-review
Open Access12 Scopus citations -
2016
Evaluation of ShARP passive rainfall retrievals over snow-covered land surfaces and coastal zones
Ebtehaj, A. M., Bras, R. L. & Foufoula-Georgiou, E., Apr 1 2016, In: Journal of Hydrometeorology. 17, 4, p. 1013-1029 17 p.Research output: Contribution to journal › Article › peer-review
Open Access17 Scopus citations -
2015
Compressive Earth observatory: An insight from AIRS/AMSU retrievals
Ebtehaj, A. M., Foufoula-Georgiou, E., Lerman, G. & Bras, R. L., Jan 28 2015, In: Geophysical Research Letters. 42, 2, p. 362-369 8 p.Research output: Contribution to journal › Article › peer-review
Open Access5 Scopus citations -
Dynamical precipitation downscaling for hydrologic applications using WRF 4D-Var data assimilation: Implications for GPM era
Lin, L. F., Ebtehaj, A. M., Bras, R. L., Flores, A. N. & Wang, J., 2015, In: Journal of Hydrometeorology. 16, 2, p. 811-829 19 p.Research output: Contribution to journal › Article › peer-review
Open Access18 Scopus citations -
Shrunken Locally Linear Embedding for Passive Microwave Retrieval of Precipitation
Ebtehaj, A. M., Bras, R. L. & Foufoula-Georgiou, E., Jul 2015, In: IEEE Transactions on Geoscience and Remote Sensing. 53, 7, p. 3720-3736 17 p., 7010030.Research output: Contribution to journal › Article › peer-review
30 Scopus citations -
2014
Coping with model error in variational data assimilation using optimal mass transport
Ning, L., Carli, F. P., Ebtehaj, A. M., Foufoula-Georgiou, E. & Georgiou, T. T., Jul 2014, In: Water Resources Research. 50, 7, p. 5817-5830 14 p.Research output: Contribution to journal › Article › peer-review
15 Scopus citations -
Downscaling Satellite Precipitation with Emphasis on Extremes: A Variational ℓ1-Norm Regularization in the Derivative Domain
Foufoula-Georgiou, E., Ebtehaj, A. M., Zhang, S. Q. & Hou, A. Y., May 2014, In: Surveys in Geophysics. 35, 3, p. 765-783 19 p.Research output: Contribution to journal › Article › peer-review
17 Scopus citations -
Variational data assimilation via sparse regularisation
Ebtehaj, A. M., Zupanski, M., Lerman, G. & Foufoula-Georgiou, E., 2014, In: Tellus, Series A: Dynamic Meteorology and Oceanography. 66, 1, 21789.Research output: Contribution to journal › Article › peer-review
12 Scopus citations -
2013
On variational downscaling, fusion, and assimilation of hydrometeorological states: A unified framework via regularization
Ebtehaj, A. M. & Foufoula-Georgiou, E., Sep 2013, In: Water Resources Research. 49, 9, p. 5944-5963 20 p.Research output: Contribution to journal › Article › peer-review
Open Access21 Scopus citations -
2012
Sparse regularization for precipitation downscaling
Ebtehaj, A. M., Foufoula-Georgiou, E. & Lerman, G., 2012, In: Journal of Geophysical Research Atmospheres. 117, 8, D08107.Research output: Contribution to journal › Article › peer-review
21 Scopus citations -
2011
Adaptive fusion of multisensor precipitation using Gaussian-scale mixtures in the wavelet domain
Ebtehaj, A. M. & Foufoula-Georgiou, E., 2011, In: Journal of Geophysical Research Atmospheres. 116, 22, D22110.Research output: Contribution to journal › Article › peer-review
8 Scopus citations -
Statistics of precipitation reflectivity images and cascade of Gaussian-scale mixtures in the wavelet domain: A formalism for reproducing extremes and coherent multiscale structures
Ebtehaj, M. & Foufoula-Georgiou, E., 2011, In: Journal of Geophysical Research Atmospheres. 116, 14, D14110.Research output: Contribution to journal › Article › peer-review
Open Access12 Scopus citations -
2010
Improving robustness of hydrologic parameter estimation by the use of moving block bootstrap resampling
Ebtehaj, M., Moradkhani, H. & Gupta, H. V., 2010, In: Water Resources Research. 46, 7, W07515.Research output: Contribution to journal › Article › peer-review
Open Access46 Scopus citations -
Orographic signature on multiscale statistics of extreme rainfall: A storm-scale study
Ebtehaj, M. & Foufoula-Georgiou, E., 2010, In: Journal of Geophysical Research Atmospheres. 115, 23, D23112.Research output: Contribution to journal › Article › peer-review
16 Scopus citations