Climate model shows large-scale wind and solar farms in the Sahara increase rain and vegetation Y Li, E Kalnay, S Motesharrei, J Rivas, F Kucharski, D Kirk-Davidoff, ... Science 361 (6406), 1019-1022, 2018 | 189 | 2018 |
Strongly coupled data assimilation in multiscale media: Experiments using a quasi‐geostrophic coupled model SG Penny, E Bach, K Bhargava, CC Chang, C Da, L Sun, T Yoshida Journal of Advances in Modeling Earth Systems 11 (6), 1803-1829, 2019 | 64 | 2019 |
Towards physics-inspired data-driven weather forecasting: integrating data assimilation with a deep spatial-transformer-based U-NET in a case study with ERA5 A Chattopadhyay, M Mustafa, P Hassanzadeh, E Bach, K Kashinath Geoscientific Model Development 15 (5), 2221-2237, 2022 | 53* | 2022 |
How sensitive are mountain glaciers to climate change? Insights from a block model E Bach, V RADIĆ, C Schoof Journal of Glaciology 64 (244), 247-258, 2018 | 38 | 2018 |
Local Atmosphere–Ocean Predictability: Dynamical Origins, Lead Times, and Seasonality E Bach, S Motesharrei, E Kalnay, A Ruiz-Barradas Journal of Climate 32 (21), 7507-7519, 2019 | 29 | 2019 |
Impacts of 319 wind farms on surface temperature and vegetation in the United States Y Qin, Y Li, R Xu, C Hou, A Armstrong, E Bach, Y Wang, B Fu Environmental Research Letters 17 (2), 024026, 2022 | 17 | 2022 |
Deep learning-enhanced ensemble-based data assimilation for high-dimensional nonlinear dynamical systems A Chattopadhyay, E Nabizadeh, E Bach, P Hassanzadeh Journal of Computational Physics 477, 111918, 2023 | 16 | 2023 |
A multi‐model ensemble Kalman filter for data assimilation and forecasting E Bach, M Ghil Journal of Advances in Modeling Earth Systems, e2022MS003123, 2023 | 14 | 2023 |
Ensemble Oscillation Correction (EnOC): Leveraging oscillatory modes to improve forecasts of chaotic systems E Bach, S Mote, V Krishnamurthy, AS Sharma, M Ghil, E Kalnay Journal of Climate 34 (14), 5673-5686, 2021 | 14 | 2021 |
EnsembleKalmanProcesses.jl: Derivative-free ensemble-based model calibration ORA Dunbar, I Lopez-Gomez, A Garbuno-Iñigo, DZ Huang, E Bach, J Wu Journal of Open Source Software 7 (80), 4869, 2022 | 6 | 2022 |
A global assessment of the effects of solar farms on albedo, vegetation, and land surface temperature using remote sensing Z Xu, Y Li, Y Qin, E Bach Solar Energy 268, 112198, 2024 | 5 | 2024 |
parasweep: A template-based utility for generating, dispatching, and post-processing of parameter sweeps E Bach SoftwareX 13, 100631, 2021 | 4 | 2021 |
Filtering dynamical systems using observations of statistics E Bach, T Colonius, I Scherl, A Stuart Chaos: An Interdisciplinary Journal of Nonlinear Science 34 (3), 2024 | 2 | 2024 |
Reqscan: An open source solution for laboratory requisition scanning, archiving and retrieval E Bach, DT Holmes Journal of Pathology Informatics 6 (1), 3, 2015 | 2 | 2015 |
Improved subseasonal prediction of South Asian monsoon rainfall using data-driven forecasts of oscillatory modes E Bach, V Krishnamurthy, S Mote, J Shukla, AS Sharma, E Kalnay, M Ghil Proceedings of the National Academy of Sciences 121 (15), e2312573121, 2024 | 1 | 2024 |
Learning Optimal Filters Using Variational Inference E Luk, E Bach, R Baptista, A Stuart arXiv preprint arXiv:2406.18066, 2024 | | 2024 |
High-Dimensional Covariance Estimation From a Small Number of Samples M Morzfeld, DN Vishny, K Gwirtz, E Bach, O Dunbar, D Hodyss Authorea Preprints, 2024 | | 2024 |
Estimation of photosynthetic parameters of a vegetation model using solar-induced fluorescence observations E Bach, Y Wang, C Frankenberg, T Schneider AGU23, 2023 | | 2023 |
Data Assimilation of the Minimal Flow Unit I Scherl, E Bach, T Colonius Bulletin of the American Physical Society, 2023 | | 2023 |
Forecast error growth: A stochastic differential equation model M Ghil, E Bach, D Crisan EGU General Assembly Conference Abstracts, EGU-8640, 2023 | | 2023 |