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Jana Kolassa
Jana Kolassa
NASA Goddard Spaceflight Center, Global Modeling and Assimilation Office
Verified email at nasa.gov
Title
Cited by
Cited by
Year
Regionally strong feedbacks between the atmosphere and terrestrial biosphere
JK Green, AG Konings, SH Alemohammad, J Berry, D Entekhabi, ...
Nature geoscience 10 (6), 410-414, 2017
2272017
Soil moisture retrieval using neural networks: Application to SMOS
NJ Rodriguez-Fernandez, F Aires, P Richaume, YH Kerr, C Prigent, ...
IEEE Transactions on Geoscience and Remote Sensing 53 (11), 5991-6007, 2015
1552015
Version 4 of the SMAP level‐4 soil moisture algorithm and data product
RH Reichle, Q Liu, RD Koster, WT Crow, GJM De Lannoy, JS Kimball, ...
Journal of Advances in Modeling Earth Systems 11 (10), 3106-3130, 2019
1292019
Water, Energy, and Carbon with Artificial Neural Networks (WECANN): a statistically based estimate of global surface turbulent fluxes and gross primary productivity using solar …
SH Alemohammad, B Fang, AG Konings, F Aires, JK Green, J Kolassa, ...
Biogeosciences 14 (18), 4101-4124, 2017
1222017
Global assessment of the SMAP Level-4 surface and root-zone soil moisture product using assimilation diagnostics
RH Reichle, GJM De Lannoy, Q Liu, RD Koster, JS Kimball, WT Crow, ...
Journal of hydrometeorology 18 (12), 3217-3237, 2017
1172017
Estimating surface soil moisture from SMAP observations using a Neural Network technique
J Kolassa, RH Reichle, Q Liu, SH Alemohammad, P Gentine, K Aida, ...
Remote sensing of environment 204, 43-59, 2018
1082018
Global downscaling of remotely sensed soil moisture using neural networks
SH Alemohammad, J Kolassa, C Prigent, F Aires, P Gentine
Hydrology and Earth System Sciences 22 (10), 5341-5356, 2018
582018
Soil moisture retrieval from AMSR-E and ASCAT microwave observation synergy. Part 1: Satellite data analysis
J Kolassa, P Gentine, C Prigent, F Aires
Remote Sensing of Environment 173, 1-14, 2016
582016
Merging active and passive microwave observations in soil moisture data assimilation
J Kolassa, RH Reichle, CS Draper
Remote sensing of environment 191, 117-130, 2017
562017
Soil moisture retrieval from AMSR-E and ASCAT microwave observation synergy. Part 2: Product evaluation
J Kolassa, P Gentine, C Prigent, F Aires, SH Alemohammad
Remote Sensing of Environment 195, 202-217, 2017
522017
Soil moisture retrieval from multi‐instrument observations: Information content analysis and retrieval methodology
J Kolassa, F Aires, J Polcher, C Prigent, C Jimenez, JM Pereira
Journal of Geophysical Research: Atmospheres 118 (10), 4847-4859, 2013
402013
Regional impacts of COVID-19 on carbon dioxide detected worldwide from space
B Weir, D Crisp, CW O’Dell, S Basu, A Chatterjee, J Kolassa, T Oda, ...
Science advances 7 (45), eabf9415, 2021
372021
Data assimilation to extract soil moisture information from SMAP observations
J Kolassa, RH Reichle, Q Liu, M Cosh, DD Bosch, TG Caldwell, ...
Remote sensing 9 (11), 1179, 2017
342017
Soil moisture retrieval from SMOS observations using neural networks
N Rodriguez-Fernandez, P Richaume, F Aires, C Prigent, Y Kerr, ...
2014 IEEE Geoscience and Remote Sensing Symposium, 2431-2434, 2014
232014
A joint analysis of modeled soil moisture fields and satellite observations
C Jiménez, DB Clark, J Kolassa, F Aires, C Prigent
Journal of Geophysical Research: Atmospheres 118 (12), 6771-6782, 2013
212013
An agenda for land data assimilation priorities: Realizing the promise of terrestrial water, energy, and vegetation observations from space
S Kumar, J Kolassa, R Reichle, W Crow, G de Lannoy, P de Rosnay, ...
Journal of Advances in Modeling Earth Systems 14 (11), e2022MS003259, 2022
112022
Assimilation of SMAP brightness temperature observations in the GEOS land–atmosphere data assimilation system
RH Reichle, SQ Zhang, Q Liu, CS Draper, J Kolassa, R Todling
IEEE journal of selected topics in applied earth observations and remote …, 2021
112021
Evaluation of biospheric components in Earth system models using modern and palaeo-observations: the state-of-the-art
AM Foley, D Dalmonech, AD Friend, F Aires, AT Archibald, P Bartlein, ...
Biogeosciences 10 (12), 8305-8328, 2013
112013
An observation‐driven approach to improve vegetation phenology in a global land surface model
J Kolassa, RH Reichle, RD Koster, Q Liu, S Mahanama, FW Zeng
Journal of Advances in Modeling Earth Systems 12 (9), e2020MS002083, 2020
92020
Building a land data assimilation community to tackle technical challenges in quantifying and reducing uncertainty in land model predictions
N MacBean, H Liddy, T Quaife, J Kolassa, A Fox
Bulletin of the American Meteorological Society 103 (3), E733-E740, 2022
32022
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