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Reza Ehsani
Reza Ehsani
Machine Learning Software Engineer, Hydrometeorology Data Scientist
Verified email at arizona.edu - Homepage
Title
Cited by
Cited by
Year
Comparative assessment of snowfall retrieval from microwave humidity sounders using machine learning methods
A Adhikari, MR Ehsani, Y Song, A Behrangi
Earth and Space Science 7 (11), e2020EA001357, 2020
432020
Assessment of the Advanced Very High Resolution Radiometer (AVHRR) for Snowfall Retrieval in High Latitudes Using CloudSat and Machine …
MR Ehsani, A Behrangi, A Adhikari, Y Song, GJ Huffman, RF Adler, ...
Journal of Hydrometeorology 22 (6), 1591-1608, 2021
392021
2019–2020 Australia fire and its relationship to hydroclimatological and vegetation variabilities
MR Ehsani, J Arevalo, CB Risanto, M Javadian, CJ Devine, A Arabzadeh, ...
Water 12 (11), 3067, 2020
352020
Global intercomparison of atmospheric rivers precipitation in remote sensing and reanalysis products
A Arabzadeh, MR Ehsani, B Guan, S Heflin, A Behrangi
Journal of Geophysical Research: Atmospheres 125 (21), e2020JD033021, 2020
282020
NowCasting-Nets: Representation learning to mitigate latency gap of satellite precipitation products using convolutional and recurrent neural networks
MR Ehsani, A Zarei, HV Gupta, K Barnard, E Lyons, A Behrangi
IEEE Transactions on Geoscience and Remote Sensing 60, 1-21, 2022
262022
A comparison of correction factors for the systematic gauge-measurement errors to improve the global land precipitation estimate
MR Ehsani, A Behrangi
Journal of Hydrology 610, 127884, 2022
212022
Assessment of Snowfall Accumulation from Satellite and Reanalysis Products Using SNOTEL Observations in Alaska
Y Song, P Broxton, MR Ehsani, A Behrangi
Remote Sensing, 2021
182021
Nowcasting-Nets: Deep neural network structures for precipitation nowcasting using IMERG
MR Ehsani, A Zarei, HV Gupta, K Barnard, A Behrangi
arXiv preprint arXiv:2108.06868, 2021
152021
The new version 3.2 global precipitation climatology project (GPCP) monthly and daily precipitation products
GJ Huffman, RF Adler, A Behrangi, DT Bolvin, EJ Nelkin, G Gu, ...
Journal of Climate 36 (21), 7635-7655, 2023
92023
Can deep learning extract useful information about energy dissipation and effective hydraulic conductivity from gridded conductivity fields?
MA Moghaddam, PAT Ferre, MR Ehsani, J Klakovich, HV Gupta
Water 13 (12), 1668, 2021
92021
Application of machine learning and remote sensing for gap-filling daily precipitation data of a sparsely gauged basin in East Africa
M Faramarzzadeh, MR Ehsani, M Akbari, R Rahimi, M Moghaddam, ...
Environmental Processes 10 (1), 8, 2023
82023
Application of machine learning methods in inferring surface water groundwater exchanges using high temporal resolution temperature measurements
MA Moghaddam, T Ferre, X Chen, K Chen, MR Ehsani
arXiv preprint arXiv:2201.00726, 2022
82022
On the importance of gauge-undercatch correction factors and their impacts on the global precipitation estimates
MR Ehsani, A Behrangi
Preprints, 2021
72021
Towards interpretable LSTM-based modelling of hydrological systems
LA De la Fuente, MR Ehsani, HV Gupta, LE Condon
Hydrology and Earth System Sciences Discussions 2023, 1-36, 2023
62023
Computing accurate probabilistic estimates of one-D entropy from equiprobable random samples
HV Gupta, MR Ehsani, T Roy, MA Sans-Fuentes, U Ehret, A Behrangi
Entropy 23 (6), 740, 2021
52021
How well do satellite and reanalysis precipitation products capture North American monsoon season in Arizona and New Mexico?
MR Ehsani, S Heflin, CB Risanto, A Behrangi
Weather and Climate Extremes 38, 100521, 2022
42022
Evaluating the evolution of ECMWF precipitation products using observational data for Iran: From ERA40 to ERA5
N Ghajarnia, M Akbari, P Saemian, MR Ehsani, SM Hosseini‐Moghari, ...
Earth and Space Science 9 (10), e2022EA002352, 2022
42022
2020 Australia fire and its relationship to hydroclimatological and vegetation variabilities, Water, 12, 3067
MR Ehsani, J Arevalo, CB Risanto, M Javadian, CJ Devine, A Arabzadeh, ...
32020
’, and Ali Behrangi. 2020. 2019–2020 Australia fire and its relationship to hydroclimatological and vegetation variabilities
MR Ehsani, J Arevalo, CB Risanto, M Javadian, CJ Devine, A Arabzadeh, ...
Water 12, 3067, 0
2
The Latest GPCP products (V3. 2) and high latitudes analysis
A Behrangi, GJ Huffman, RF Adler, MR Ehsani, DT Bolvin, EL Nelkin, ...
EGU General Assembly Conference Abstracts, EGU22-1220, 2022
12022
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