Publications
Elizabeth G Campolongo, Yuan Tang Chou, Ekaterina Govorkova, Wahid Bhimji, Wei Lun Chao, Chris Harris, Shih Chieh Hsu, Hilmar Lapp, Mark S Neubauer, Josephine Namayanja, Aneesh Subramanian, Philip Harris, Advaith Anand, David E Carlyn, Subhankar Ghosh, Christopher Lawrence, Eric Moreno, Ryan Raikman, Jiaman Wu, Ziheng Zhang, Bayu Adhi, Mohammad Ahmadi Gharehtoragh, Saul Alonso Monsalve, Marta Babicz, Furqan Baig, Namrata Banerji, William Bardon, Tyler Barna, Tanya Berger Wolf, Adji Bousso Dieng, Micah Brachman, Quentin Buat, David C Y Hui, Phuong Cao, Franco Cerino, Yi Chun Chang, Shivaji Chaulagain, An Kai Chen, Deming Chen, Eric Chen, Chia Jui Chou, Zih Chen Ciou, Miles Cochran Branson, Artur Cordeiro Oudot Choi, Michael Coughlin, Matteo Cremonesi, Maria Dadarlat, Peter Darch, Malina Desai, Daniel Diaz, Steven Dillmann, Javier Duarte, Isla Duporge, Urbas Ekka, Saba Entezari Heravi, Hao Fang, Rian Flynn, Geoffrey Fox, Emily Freed, Hang Gao, Jing Gao, Julia Gonski, Matthew Graham, Abolfazl Hashemi, Scott Hauck, James Hazelden, Joshua Henry Peterson, Duc Hoang, Wei Hu, Mirco Huennefeld, David Hyde, Vandana Janeja, Nattapon Jaroenchai, Haoyi Jia, Yunfan Kang, Maksim Kholiavchenko, Elham E Khoda, Sangin Kim, Aditya Kumar, Bo Cheng Lai, Trung Le, Chi Wei Lee, Janghyeon Lee, Shaocheng Lee, Suzan Van Der Lee, Charles Lewis, Haitong Li, Haoyang Li, Henry Liao, Mia Liu, Xiaolin Liu, Xiulong Liu, Vladimir Loncar, Fangzheng Lyu, Ilya Makarov, Abhishikth Mallampalli Chen Yu Mao, Alexander Michels, Alexander Migala, Farouk Mokhtar, Mathieu Morlighem, Min Namgung, Andrzej Novak, Andrew Novick, Amy Orsborn, Anand Padmanabhan, Jia Cheng Pan, Sneh Pandya, Zhiyuan Pei, Ana Peixoto, George Percivall, Alex Po Leung, Sanjay Purushotham, Zhiqiang Que, Melissa Quinnan, Arghya Ranjan, Dylan Rankin, Christina Reissel, Benedikt Riedel, Dan Rubenstein, Argyro Sasli, Eli Shlizerman, Arushi Singh, Kim Singh, Eric R Sokol, Arturo Sorensen, Yu Su, Mitra Taheri, Vaibhav Thakkar, Ann Mariam Thomas, Eric Toberer, Chenghan Tsai, Rebecca Vandewalle, Arjun Verma, Ricco C Venterea, He Wang, Jianwu Wang, Sam Wang, Shaowen Wang, Gordon Watts, Jason Weitz, Andrew Wildridge, Rebecca Williams, Scott Wolf, Yue Xu, Jianqi Yan, Jai Yu, Yulei Zhang, Haoran Zhao, Ying Zhao, Yibo Zhong (2025). Building Machine Learning Challenges for Anomaly Detection in Science. arXiv.
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Emam Hossain, Muhammad Hasan Ferdous, Devon Dunmire, Aneesh Subramanian, Md Osman Gani (2025). Causal Time Series Modeling of Supraglacial Lake Evolution in Greenland under Distribution Shift. arXiv.
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Emam Hossain, Muhammad Hasan Ferdous, Jianwu Wang, Aneesh Subramanian, Md Osman Gani (2025). Correlation to Causation: A Causal Deep Learning Framework for Arctic Sea Ice Prediction. 2025 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops).
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Emam Hossain, Muhammad Hasan Ferdous, Jianwu Wang, Aneesh Subramanian, Md Osman Gani (2025). Correlation to Causation: A Causal Deep Learning Framework for Arctic Sea Ice Prediction. arXiv.
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Gerald a Meehl, Christine a Shields, Brendan M Myers, Mckenzie L Larson, Dale Durran, Muntaha Pasha, Annareli Morales, Aneesh Subramanian, Andrew C Winters, Paul Schlatter, Morris Weisman (2025). Earth, Wind, and Fire: Are Boulder’s Extreme Downslope Winds Changing?. Bulletin of the American Meteorological Society.
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Michael Macferrin, Edward Boyda, Kimberly Young, Josephine Namayanja, Aneesh Subramanian, Mohamed F. Mokbel, Lujie Karen Chen, Vandana P. Janeja (2025). Engaging K-12 Learners in Data Annotation for AI Climate Models. Proceedings of the 56th ACM Technical Symposium on Computer Science Education V. 2.
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Yixin Wang, Mohamad El Gharamti, Matthew R Mazloff, Ariane Verdy, Naila Raboudi, Rui Sun, Benjamin K Johnson, Aneesh Subramanian, Bruce Cornuelle, Ibrahim Hoteit (2025). Evaluating a Hybrid Ensemble Data Assimilative coupled Physical-Biogeochemical Ecosystem Model of the Red Sea.
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Paula Lorenzo Sanchez, Matt Newman, Antonio Navarra, John Albers, Aneesh Subramanian (2025). Koopman operator theory for enhanced Pacific SST forecasting.
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Ibrahim Hoteit, Yasser Abualnaja, Shehzad Afzal, Caspar Aman, Charls Antony, Karumuri Ashok, Mazen Ibrahim Asiri, Raju Attada, Majda Abdo Alazemi, Davide Bavera, Saud Alboqami, Christopher Castro, Hsini Chang, Bruce Cornuelle, Wenqiang Cui, Hari Prasad Dasari, Srinivas Desamsetti, William Dougherty, Azhar Ehsan, Saber Feki, Harikishan Gandham, Bilel Hadri, Mohamad Abed Elrahman Hammoud, Waqar Ul Hassan, Nazrul Islam, Ayman Ghulam, Prajeesh Athippatta Gopinathan, Daquan Guo, Rama Krishna Karumuri, George Krokos, Ravi Kumar Kunchala, Thang Luong, Sateesh Masabathini, Matthew Mazloff, Ramakrishna Pammi, Raju Pathak, Christoforus Bayu Risanto, Andrew Robertson, Elena Lopez Rubio, Md Saquib Saharwardi, Rui Sun, Aneesh Subramanian, Junchuan Sun, Edriss Saleh Titi, Koteswararao Vankayalapati, Yesubabu Viswanadhapalli, David Yates, Matteo Zampieri, Arjan Zamreeq, Peng Zhan (2025). New Climate Change Center of Saudi Arabia: Advancing Understanding and Prediction for the Arabian Peninsula Climate. Earth’s Future.
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Aneesh Subramanian, Devon Dunmire, Emam Hossain, Md Osman Gani, Alison Banwell, Brendan Myers (2025). The fate of Greenland Ice Sheet supraglacial lakes in a warm and cool year.
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David a Lavers, Anna M Wilson, F Martin Ralph, Vijay Tallapragada, Florian Pappenberger, Carolyn Reynolds, James D Doyle, Luca Delle Monache, Chris Davis, Aneesh Subramanian, Ryan D Torn, Jason M Cordeira, Luca Centurioni, Jennifer S Haase (2024). Advancing Atmospheric River Science and Inspiring Future Development of the Atmospheric River Reconnaissance Program. Bulletin of the American Meteorological Society.
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Rui Sun, Aneesh Subramanian, Matthew R Mazloff, Bruce Cornuelle, Ganesh Gopalakrishnan, Arthur J Miller, Ibrahim Hoteit (2024). Enhanced Regional Ocean Ensemble Data Assimilation Through Atmospheric Coupling in the SKRIPS Model.
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Devon Dunmire, Aneesh Subramanian, Emam Hossain, Md Gani, Alison Banwell, Hammad Younas, Brendan Myers (2024). Greenland Ice Sheet wide supraglacial lake evolution and dynamics: insights from the 2018 and 2019 melt seasons.
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Emam Hossain, Md Osman Gani, Devon Dunmire, Aneesh Subramanian, Hammad Younas (2024). Time Series Classification of Supraglacial Lakes Evolution over Greenland Ice Sheet. arXiv.
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Subhankar Ghosh, Arun Sharma, Jayant Gupta, Aneesh Subramanian, Shashi Shekhar (2024). Towards Kriging-informed Conditional Diffusion for Regional Sea-Level Data Downscaling: A Summary of Results. Proceedings of the 32nd ACM International Conference on Advances in Geographic Information Systems.
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Lucas Howard, Aneesh Subramanian, Ibrahim Hoteit (2023). A Machine Learning Augmented Data Assimilation Method for High-Resolution Observation.
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Boujemaa Ait El Fquih, Aneesh C. Subramanian, Ibrahim Hoteit (2023). A variational Bayesian approach for ensemble filtering of stochastically parametrized systems. QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY.
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Danni Du, Aneesh C. Subramanian, Weiqing Han, Ho-Hsuan Wei, Beena Balan Sarojini, Magdalena Balmaseda, Frederic Vitart (2023). Assessing the Impact of Ocean In Situ Observations on MJO Propagation Across the Maritime Continent in ECMWF Subseasonal Forecasts. JOURNAL OF ADVANCES IN MODELING EARTH SYSTEMS.
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Christopher M. Castellano, Michael J. Deflorio, Peter B. Gibson, Luca Delle Monache, Julie F. Kalansky, Jiabao Wang, Kristen Guirguis, Alexander Gershunov, F. Martin Ralph, Aneesh C. Subramanian, Michael L. Anderson (2023). Development of a Statistical Subseasonal Forecast Tool to Predict California Atmospheric Rivers and Precipitation Based on MJO and QBO Activity. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES.
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Yassir a Eddebbar, Daniel Bridger Whitt, Ariane Verdy, Matthew R Mazloff, Aneesh Subramanian, Matthew C Long (2023). Eddy-Mediated Mixing of Oxygen in the Equatorial Pacific.
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Carolyn A. Reynolds, Rebecca E. Stone, James D. Doyle, Nancy L. Baker, Anna M. Wilson, F. Martin Ralph, David A. Lavers, Aneesh C. Subramanian, Luca Centurioni (2023). Impacts of Northeastern Pacific Buoy Surface Pressure Observations. MONTHLY WEATHER REVIEW.
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Zhenhai Zhang, Michael J. Deflorio, Luca Delle Monache, Aneesh C. Subramanian, F. Martin Ralph, Duane E. Waliser, Minghua Zheng, Bin Guan, Alexander Goodman, Andrea M. Molod, Frederic Vitart, Arun Kumar, Hai Lin (2023). Multi-Model Subseasonal Prediction Skill Assessment of Water Vapor Transport Associated With Atmospheric Rivers Over the Western US. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES.
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Tamara Shulgina, Alexander Gershunov, Benjamin J. Hatchett, Kristen Guirguis, Aneesh C. Subramanian, Steven A. Margulis, Yiwen Fang, Daniel R. Cayan, David W. Pierce, Michael Dettinger, Michael L. Anderson, F. Martin Ralph (2023). Observed and projected changes in snow accumulation and snowline in California's snowy mountains. CLIMATE DYNAMICS.
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Sahara Ali, Omar Faruque, Yiyi Huang, Md Osman Gani, Aneesh Subramanian, Nicole Jienne Shchlegel, Jianwu Wang (2023). Quantifying Causes of Arctic Amplification via Deep Learning based Time-series Causal Inference. arXiv.
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Sahara Ali, Omar Faruque, Yiyi Huang, Md. Osman Gani, Aneesh Subramanian, Nicole Jeanne Schlegel, Jianwu Wang (2023). Quantifying Causes of Arctic Amplification via Deep Learning Based Time-Series Causal Inference. 2023 International Conference on Machine Learning and Applications (ICMLA).
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Subhankar Ghosh, Shuai An, Arun Sharma, Jayant Gupta, Shashi Shekhar, Aneesh Subramanian (2023). Reducing Uncertainty in Sea-level Rise Prediction: A Spatial-variability-aware Approach. arXiv.
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Subhankar Ghosh, Shuai An, Arun Sharma, Jayant Gupta, Shashi Shekhar, Aneesh Subramanian (2023). Reducing Uncertainty in Sea-level Rise Prediction: A Spatial-Variability-Aware Approach. I-GUIDE Forum 2023: Harnessing the Geospatial Data Revolution for Sustainability Solutions.
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Soumik Ghosh, Arthur J. Miller, Aneesh C. Subramaniam, R. Bhatla, Sushant Das (2023). Signals of northward propagating monsoon intraseasonal oscillations (MISOs) in the RegCM4.7 CORDEX-CORE simulation over South Asia domain. Climate Dynamics.
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Nidhin Harilal, Bri Mathias Hodge, Aneesh Subramanian, Claire Monteleoni (2023). STint: Self-supervised Temporal Interpolation for Geospatial Data. arXiv.
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Kristen Guirguis, Alexander Gershunov, Benjamin J Hatchett, Michael J Deflorio, Aneesh Subramanian, Rachel E S Clemesha, Luca Delle Monache, F Martin Ralph (2023). Subseasonal prediction of impactful California weather in a hybrid dynamical-statistical framework.
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Kristen Guirguis, Alexander Gershunov, Benjamin J Hatchett, Michael J Deflorio, Aneesh Subramanian, Rachel E S Clemesha, Luca Delle Monache, F Martin Ralph (2023). Subseasonal prediction of impactful California weather in a hybrid dynamical-statistical framework.
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Timothy B. Higgins, Aneesh C. Subramanian, Andre Graubner, Lukas Kapp Schwoerer, Peter A. G. Watson, Sarah Sparrow, Karthik Kashinath, Sol Kim, Luca Delle Monache, Will Chapman (2023). Using Deep Learning for an Analysis of Atmospheric Rivers in a High-Resolution Large Ensemble Climate Data Set. JOURNAL OF ADVANCES IN MODELING EARTH SYSTEMS.
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Rui Sun, Alison Cobb, Ana B. Villas Boas, Sabique Langodan, Aneesh C. Subramanian, Matthew R. Mazloff, Bruce D. Cornuelle, Arthur J. Miller, Raju Pathak, Ibrahim Hoteit (2023). Waves in SKRIPS: WAVEWATCH III coupling implementation and a case study of Tropical Cyclone Mekunu. GEOSCIENTIFIC MODEL DEVELOPMENT.
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Donata Giglio, Sarah T. Gille, Bruce D. Cornuelle, Aneesh C. Subramanian, F. Joseph Turk, Svetla Hristova Veleva, Devon Northcott (2022). Annual Modulation of Diurnal Winds in the Tropical Oceans. REMOTE SENSING.
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Anna M. Wilson, Alison Cobb, F. Martin Ralph, Vijay Tallapragada, Chris Davis, James Doyle, Luca Delle Monache, Florian Pappenberger, Carolyn Reynolds, Aneesh Subramanian, Forest Cannon, Jason Cordeira, Jennifer Haase, Chad Hecht, David Lavers, Jonathan J. Rutz, Minghua Zheng (2022). Atmospheric River Reconnaissance Workshop Promotes Research and Operations Partnership. BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY.
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Charlotte A. Demott, Aneesh Subramanian, Shuyi Chen, Kyla Drushka, Yosuke Fujii, Adrienne Sutton, Janet Sprintall, Dongxiao Zhang (2022). Focused Observations for Expanded Comprehension: Advancing Tropical Pacific Coupled Modeling and Process Understanding. BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY.
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Rui Sun, Ana B. Villas Boas, Aneesh C. Subramanian, Bruce D. Cornuelle, Matthew R. Mazloff, Arthur J. Miller, Sabique Langodan, Ibrahim Hoteit (2022). Focusing and Defocusing of Tropical Cyclone Generated Waves by Ocean Current Refraction. JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS.
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Emily G. Simmonds, Kwaku Peprah Adjei, Christoffer Wold Andersen, Janne Cathrin Hetle Aspheim, Claudia Battistin, Nicola Bulso, Hannah M. Christensen, Benjamin Cretois, Ryan Cubero, Ivan A. Davidovich, Lisa Dickel, Benjamin Dunn, Etienne Dunn Sigouin, Karin Dyrstad, Sigurd Einum, Donata Giglio, Haakon Gjerlow, Amelie Godefroidt, Ricardo Gonzalez Gil, Soledad Gonzalo Cogno, Fabian Grosse, Paul Halloran, Mari F. Jensen, John James Kennedy, Peter Egge Langsaether, Jack H. Laverick, Debora Lederberger, Camille Li, Elizabeth G. Mandeville, Caitlin Mandeville, Espen Moe, Tobias Navarro Schroeder, David Nunan, Jorge Sicacha Parada, Melanie Rae Simpson, Emma Sofie Skarstein, Clemens Spensberger, Richard Stevens, Aneesh C. Subramanian, Lea Svendsen, Ole Magnus Theisen, Connor Watret, Robert B. Ohara (2022). Insights into the quantification and reporting of model-related uncertainty across different disciplines. ISCIENCE.
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Shane Elipot, Kyla Drushka, Aneesh Subramanian, Mike Patterson (2022). Overcoming the Challenges of Ocean Data Uncertainty. Eos.
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William E. Chapman, Luca Delle Monache, Stefano Alessandrini, Aneesh C. Subramanian, F. Martin Ralph, Shang Ping Xie, Sebastian Lerch, Negin Hayatbini (2022). Probabilistic Predictions from Deterministic Atmospheric River Forecasts with Deep Learning. MONTHLY WEATHER REVIEW.
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Varunesh Chandra, S. Sandeep, E. Suhas, Aneesh C. Subramanian (2022). Weakening of Indian Summer Monsoon Synoptic Activity in Response to Polar Sea Ice Melt Induced by Albedo Reduction in a Climate Model. EARTH AND SPACE SCIENCE.
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Kristen Guirguis, Alexander Gershunov, Benjamin Hatchett, Tamara Shulgina, Michael J. Deflorio, Aneesh C. Subramanian, Janin Guzman Morales, Rosana Aguilera, Rachel Clemesha, Thomas W. Corringham, Luca Delle Monache, David Reynolds, Alex Tardy, Ivory Small, F. Martin Ralph (2022). Winter wet-dry weather patterns driving atmospheric rivers and Santa Ana winds provide evidence for increasing wildfire hazard in California. CLIMATE DYNAMICS.
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Emily Shroyer, Amit Tandon, Debasis Sengupta, Harindra J. S. Fernando, Andrew J. Lucas, J. Thomas Farrar, Rajib Chattopadhyay, Simon De Szoeke, Maria Flatau, Adam Rydbeck, Hemantha Wijesekera, Michael Mcphaden, Hyodae Seo, Aneesh Subramanian, R. Venkatesan, Jossia Joseph, S. Ramsundaram, Arnold L. Gordon, Shannon M. Bohman, Jaynise Perez, Iury T. Simoes Sousa, Steven R. Jayne, Robert E. Todd, G. S. Bhat, Matthias Lankhorst, Tamara Schlosser, Katherine Adams, S. U. P. Jinadasa, Manikandan Mathur, M. Mohapatra, E. Pattabhi Rama Rao, A. K. Sahai, Rashmi Sharma, Craig Lee, Luc Rainville, Deepak Cherian, Kerstin Cullen, Luca R. Centurioni, Verena Hormann, Jennifer Mackinnon, Uwe Send, Arachaporn Anutaliya, Amy Waterhouse, Garrett S. Black, Jeremy A. Dehart, Kaitlyn M. Woods, Edward Creegan, Gad Levy, Lakshmi H. Kantha, Bulusu Subrahmanyam (2021). Bay of Bengal Intraseasonal Oscillations and the 2018 Monsoon Onset. BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY.
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Minghua Zheng, Luca Delle Monache, Xingren Wu, F. Martin Ralph, Bruce Cornuelle, Vijay Tallapragada, Jennifer S. Haase, Anna M. Wilson, Matthew Mazloff, Aneesh Subramanian, Forest Cannon (2021). Data Gaps within Atmospheric Rivers over the Northeastern Pacific. BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY.
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Naila F. Raboudi, Boujemaa Ait El Fquih, Aneesh C. Subramanian, Ibrahim Hoteit (2021). Enhancing ensemble data assimilation into one-way-coupled models with one-step-ahead smoothing. QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY.
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Minghua Zheng, Luca Delle Monache, Bruce D. Cornuelle, F. Martin Ralph, Vijay S. Tallapragada, Aneesh Subramanian, Jennifer S. Haase, Zhenhai Zhang, Xingren Wu, Michael J. Murphy, Timothy B. Higgins, Laurel Dehaan (2021). Improved Forecast Skill Through the Assimilation of Dropsonde Observations From the Atmospheric River Reconnaissance Program. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES.
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Gerald A. Meehl, Jadwiga H. Richter, Haiyan Teng, Antonietta Capotondi, Kim Cobb, Francisco Doblas Reyes, Markus G. Donat, Matthew H. England, John C. Fyfe, Weiqing Han, Hyemi Kim, Ben P. Kirtman, Yochanan Kushnir, Nicole S. Lovenduski, Michael E. Mann, William J. Merryfield, Veronica Nieves, Kathy Pegion, Nan Rosenbloom, Sara C. Sanchez, Adam A. Scaife, Doug Smith, Aneesh C. Subramanian, Lantao Sun, Diane Thompson, Caroline C. Ummenhofer, Shang Ping Xie (2021). Initialized Earth System prediction from subseasonal to decadal timescales. NATURE REVIEWS EARTH & ENVIRONMENT.
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William E. Chapman, Aneesh C. Subramanian, Shang Ping Xie, Michael D. Sierks, F. Martin Ralph, Youichi Kamae (2021). Monthly Modulations of ENSO Teleconnections: Implications for Potential Predictability in North America. JOURNAL OF CLIMATE.
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Rui Sun, Aneesh C. Subramanian, Bruce D. Cornuelle, Matthew R. Mazloff, Arthur J. Miller, F. Martin Ralph, Hyodae Seo, Ibrahim Hoteit (2021). The Role of Air-Sea Interactions in Atmospheric Rivers: Case Studies Using the SKRIPS Regional Coupled Model. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES.
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Ibrahim Hoteit, Yasser Abualnaja, Shehzad Afzal, Boujemaa Ait El Fquih, Triantaphyllos Akylas, Charls Antony, Clint Dawson, Khaled Asfahani, Robert J. Brewin, Luigi Cavaleri, Ivana Cerovecki, Bruce Cornuelle, Srinivas Desamsetti, Raju Attada, Hari Dasari, Jose Sanchez Garrido, Lily Genevier, Mohamad El Gharamti, John A. Gittings, Elamurugu Gokul, Ganesh Gopalakrishnan, Daquan Guo, Bilel Hadri, Markus Hadwiger, Mohammed Abed Hammoud, Myrl Hendershott, Mohamad Hittawe, Ashok Karumuri, Omar Knio, Armin Koehl, Samuel Kortas, George Krokos, Ravi Kunchala, Leila Issa, Issam Lakkis, Sabique Langodan, Pierre Lermusiaux, Thang Luong, Jingyi Ma, Olivier Le Maitre, Matthew Mazloff, Samah El Mohtar, Vassilis P. Papadopoulos, Trevor Platt, Larry Pratt, Naila Raboudi, Marie Fanny Racault, Dionysios E. Raitsos, Shanas Razak, Sivareddy Sanikommu, Shubha Sathyendranath, Sarantis Sofianos, Aneesh Subramanian, Rui Sun, Edriss Titi, Habib Toye, George Triantafyllou, Kostas Tsiaras, Panagiotis Vasou, Yesubabu Viswanadhapalli, Yixin Wang, Fengchao Yao, Peng Zhan, George Zodiatis (2021). Towards an End-to-End Analysis and Prediction System for Weather, Climate, and Marine Applications in the Red Sea. BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY.
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Sue Ellen Haupt, William Chapman, Samantha v. Adams, Charlie Kirkwood, J. Scott Hosking, Niall H. Robinson, Sebastian Lerch, Aneesh C. Subramanian (2021). Towards implementing artificial intelligence post-processing in weather and climate: proposed actions from the Oxford 2019 workshop. PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES.
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Ho-Hsuan Wei, Aneesh C. Subramanian, Kristopher B. Karnauskas, Charlotte A. Demott, Matthew R. Mazloff, Magdalena A. Balmaseda (2021). Tropical Pacific Air-Sea Interaction Processes and Biases in CESM2 and Their Relation to El Nino Development. JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS.
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Raju Pathak, Hari Prasad Dasari, Samah El Mohtar, Aneesh C. Subramanian, Sandeep Sahany, Saroj Kanta Mishra, Omar Knio, Ibrahim Hoteit (2021). Uncertainty Quantification and Bayesian Inference of Cloud Parameterization in the NCAR Single Column Community Atmosphere Model (SCAM6). FRONTIERS IN CLIMATE.
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Jonathan Eliashiv, Aneesh C. Subramanian, Arthur J. Miller (2020). A Reliability Budget Analysis of CESM-DART. JOURNAL OF ADVANCES IN MODELING EARTH SYSTEMS.
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Ganesh Gopalakrishnan, Aneesh C. Subramanian, Arthur J. Miller, Hyodae Seo, Debasis Sengupta (2020). Estimation and prediction of the upper ocean circulation in the Bay of Bengal. DEEP-SEA RESEARCH PART II-TOPICAL STUDIES IN OCEANOGRAPHY.
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David A. Lavers, N. Bruce Ingleby, Aneesh C. Subramanian, David S. Richardson, F. Martin Ralph, James D. Doyle, Carolyn A. Reynolds, Ryan D. Torn, Mark J. Rodwell, Vijay Tallapragada, Florian Pappenberger (2020). Forecast Errors and Uncertainties in Atmospheric Rivers. WEATHER AND FORECASTING.
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Kristen Guirguis, Alexander Gershunov, Michael J. Deflorio, Tamara Shulgina, Luca Delle Monache, Aneesh C. Subramanian, Thomas W. Corringham, F. Martin Ralph (2020). Four Atmospheric Circulation Regimes Over the North Pacific and Their Relationship to California Precipitation on Daily to Seasonal Timescales. GEOPHYSICAL RESEARCH LETTERS.
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Hege Beate Fredriksen, Judith Berner, Aneesh C. Subramanian, Antonietta Capotondi (2020). How Does El Nino-Southern Oscillation Change Under Global Warming-A First Look at CMIP6. GEOPHYSICAL RESEARCH LETTERS.
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Ii Gagne, Hannah M. Christensen, Aneesh C. Subramanian, Adam H. Monahan (2020). Machine Learning for Stochastic Parameterization: Generative Adversarial Networks in the Lorenz `96 Model. JOURNAL OF ADVANCES IN MODELING EARTH SYSTEMS.
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Michael G. Jacox, Michael A. Alexander, Samantha Siedlecki, Ke Chen, Young Oh Kwon, Stephanie Brodie, Ivonne Ortiz, Desiree Tommasi, Matthew J. Widlansky, Daniel Barrie, Antonietta Capotondi, Wei Cheng, Emanuele Di Lorenzo, Christopher Edwards, Jerome Fiechter, Paula Fratantoni, Elliott L. Hazen, Albert J. Hermann, Arun Kumar, Arthur J. Miller, Douglas Pirhalla, Mercedes Pozo Buil, Sulagna Ray, Scott C. Sheridan, Aneesh Subramanian, Philip Thompson, Lesley Thorne, Hariharasubramanian Annamalai, Kerim Aydin, Steven J. Bograd, Roger B. Griffis, Kelly Kearney, Hyemi Kim, Annarita Mariotti, Mark Merrifield, Ryan Rykaczewski (2020). Seasonal-to-interannual prediction of North American coastal marine ecosystems: Forecast methods, mechanisms of predictability, and priority developments. PROGRESS IN OCEANOGRAPHY.
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Jonathan Eliashiv, Aneesh C. Subramanian, Arthur J. Miller (2020). Tropical climate variability in the Community Earth System Model: Data Assimilation Research Testbed. CLIMATE DYNAMICS.
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F. Martin Ralph, Forest Cannon, Vijay Tallapragada, Christopher A. Davis, James D. Doyle, Florian Pappenberger, Aneesh Subramanian, Anna M. Wilson, David A. Lavers, Carolyn A. Reynolds, Jennifer S. Haase, Luca Centurioni, Bruce Ingleby, Jonathan J. Rutz, Jason M. Cordeira, Minghua Zheng, Chad Hecht, Brian Kawzenuk, Luca Delle Monache (2020). West Coast Forecast Challenges and Development of Atmospheric River Reconnaissance. BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY.
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Karsten Haustein, Friederike E. L. Otto, Victor Venema, Peter Jacobs, Kevin Cowtan, Zeke Hausfather, Robert G. Way, Bethan White, Aneesh Subramanian, Andrew P. Schurer (2019). A Limited Role for Unforced Internal Variability in Twentieth-Century Warming. JOURNAL OF CLIMATE.
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Aneesh Subramanian, Stephan Juricke, Peter Dueben, Tim Palmer (2019). A Stochastic Representation of Subgrid Uncertainty for Dynamical Core Development. BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY.
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Nathali Cordero Quiros, Arthur J. Miller, Aneesh C. Subramanian, Jessica Y. Luo, Antonietta Capotondi (2019). Composite physical-biological El Nino and La Nina conditions in the California Current System in CESM1-POP2-BEC. OCEAN MODELLING.
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Hyodae Seo, Aneesh C. Subramanian, Hajoon Song, Jasti S. Chowdary (2019). Coupled effects of ocean current on wind stress in the Bay of Bengal: Eddy energetics and upper ocean stratification. DEEP-SEA RESEARCH PART II-TOPICAL STUDIES IN OCEANOGRAPHY.
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Yassir A. Eddebbar, Keith B. Rodgers, Matthew C. Long, Aneesh C. Subramanian, Shang Ping Xie, Ralph F. Keeling (2019). El Nino-Like Physical and Biogeochemical Ocean Response to Tropical Eruptions. JOURNAL OF CLIMATE.
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Regina R. Rodrigues, Aneesh Subramanian, Laure Zanna, Judith Berner (2019). ENSO Bimodality and Extremes. GEOPHYSICAL RESEARCH LETTERS.
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Michael J. Deflorio, Duane E. Waliser, F. Martin Ralph, Bin Guan, Alexander Goodman, Peter B. Gibson, Shakeel Asharaf, Luca Delle Monache, Zhenhai Zhang, Aneesh C. Subramanian, Frederic Vitart, Hai Lin, Arun Kumar (2019). Experimental Subseasonal-to-Seasonal (S2S) Forecasting of Atmospheric Rivers Over the Western United States. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES.
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Ana B. Villas Boas, Fabrice Ardhuin, Alex Ayet, Mark A. Bourassa, Peter Brandt, Betrand Chapron, Bruce D. Cornuelle, J. T. Farrar, Melanie R. Fewings, Baylor Fox Kemper, Sarah T. Gille, Christine Gommenginger, Patrick Heimbach, Momme C. Hell, Qing Li, Matthew R. Mazloff, Sophia T. Merrifield, Alexis Mouche, Marie H. Rio, Ernesto Rodriguez, Jamie D. Shutler, Aneesh C. Subramanian, Eric J. Terrill, Michel Tsamados, Clement Ubelmann, Erik Van Sebille (2019). Integrated Observations of Global Surface Winds, Currents, and Waves: Requirements and Challenges for the Next Decade. FRONTIERS IN MARINE SCIENCE.
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Stephen G. Penny, Santha Akella, Magdalena A. Balmaseda, Philip Browne, James A. Carton, Matthieu Chevallier, Francois Counillon, Catia Dominguess, Sergey Frolov, Patrick Heimbach, Patrick Hogan, Ibrahim Hoteit, Doroteaciro Iovino, Patrick Laloyaux, Matthew J. Martin, Simona Masina, Andrew M. Moore, Patricia De Rosnay, Dinand Schepers, Bernadette M. Sloyan, Andrea Storto, Aneesh Subramanian, Sunghyun Nam, Frederic Vitart, Chunxue Yang, Yosuke Fujii, Hao Zuo, Terry Okane, Paul Sandery, Thomas Moore, Christopher C. Chapman (2019). Observational Needs for Improving Ocean and Coupled Reanalysis, S2S Prediction, and Decadal Prediction. FRONTIERS IN MARINE SCIENCE.
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Antonietta Capotondi, Michael Jacox, Chris Bowler, Maria Kavanaugh, Patrick Lehodey, Daniel Barrie, Stephanie Brodie, Samuel Chaffron, Wei Cheng, Daniela F. Dias, Damien Eveillard, Lionel Guidi, Daniele Iudicone, Nicole S. Lovenduski, Janet A. Nye, Ivonne Ortiz, Douglas Pirhalla, Mercedes Pozo Buil, Vincent Saba, Scott Sheridan, Samantha Siedlecki, Aneesh Subramanian, Colomban De Vargas, Emanuele Di Lorenzo, Scott C. Doney, Albert J. Hermann, Terrence Joyce, Mark Merrifield, Arthur J. Miller, Fabrice Not, Stephane Pesant (2019). Observational Needs Supporting Marine Ecosystems Modeling and Forecasting: From the Global Ocean to Regional and Coastal Systems. FRONTIERS IN MARINE SCIENCE.
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Aneesh C. Subramanian, Magdalena A. Balmaseda, Luca Centurioni, Rajib Chattopadhyay, Bruce D. Cornuelle, Charlotte Demott, Maria Flatau, Yosuke Fujii, Donata Giglio, Sarah T. Gille, Thomas M. Hamill, Harry Hendon, Ibrahim Hoteit, Arun Kumar, Jae Hak Lee, Andrew J. Lucas, Amala Mahadevan, Mio Matsueda, Sunghyun Nam, Shastri Paturi, Stephen G. Penny, Adam Rydbeck, Rui Sun, Yuhei Takaya, Amit Tandon, Robert E. Todd, Frederic Vitart, Dongliang Yuan, Chidong Zhang (2019). Ocean Observations to Improve Our Understanding, Modeling, and Forecasting of Subseasonal-to-Seasonal Variability. FRONTIERS IN MARINE SCIENCE.
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Antonietta Capotondi, Prashant D. Sardeshmukh, Emanuele Di Lorenzo, Aneesh C. Subramanian, Arthur J. Miller (2019). Predictability of US West Coast Ocean Temperatures is not solely due to ENSO. SCIENTIFIC REPORTS.
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Daniela Faggiani Dias, Aneesh Subramanian, Laure Zanna, Arthur J. Miller (2019). Remote and local influences in forecasting Pacific SST: a linear inverse model and a multimodel ensemble study. CLIMATE DYNAMICS.
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Rui Sun, Aneesh C. Subramanian, Arthur J. Miller, Matthew R. Mazloff, Ibrahim Hoteit, Bruce D. Cornuelle (2019). SKRIPS v1.0: a regional coupled ocean-atmosphere modeling framework (MITgcm-WRF) using ESMF/NUOPC, description and preliminary results for the Red Sea. GEOSCIENTIFIC MODEL DEVELOPMENT.
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Christine A. Shields, Jonathan J. Rutz, Lai Yung Leung, F. Martin Ralph, Michael Wehner, Brian Kawzenuk, Juan M. Lora, Elizabeth Mcclenny, Tashiana Osborne, Ashley E. Payne, Paul Ullrich, Alexander Gershunov, Naomi Goldenson, Bin Guan, Yun Qian, Alexandre M. Ramos, Chandan Sarangi, Scott Sellars, Irina Gorodetskaya, Karthik Kashinath, Vitaliy Kurlin, Kelly Mahoney, Grzegorz Muszynski, Roger Pierce, Aneesh C. Subramanian, Ricardo Tome, Duane Waliser, Daniel Walton, Gary Wick, Anna Wilson, David Lavers, Prabhat, Allison Collow, Harinarayan Krishnan, Gudrun Magnusdottir, Phu Nguyen (2018). Atmospheric River Tracking Method Intercomparison Project (ARTMIP): Project Goals and Experimental Design. Geoscientific Model Development Discussions.
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Kristen Guirguis, Alexander Gershunov, Rachel E. S. Clemesha, Tamara Shulgina, Aneesh C. Subramanian, F. Martin Ralph (2018). Circulation Drivers of Atmospheric Rivers at the North American West Coast. Geophysical Research Letters.
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Sam Hatfield, Aneesh Subramanian, Tim Palmer, Peter Duben (2018). Improving Weather Forecast Skill through Reduced-Precision Data Assimilation. MONTHLY WEATHER REVIEW.
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Peng Zhan, Ganesh Gopalakrishnan, Aneesh C. Subramanian, Daquan Guo, Ibrahim Hoteit (2018). Sensitivity Studies of the Red Sea Eddies Using Adjoint Method. JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS.
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Peng Zhan, Ganesh Gopalakrishnan, Aneesh C. Subramanian, Daquan Guo, Ibrahim Hoteit (2018). Sensitivity Studies of the Red Sea Eddies Using Adjoint Method. Journal of Geophysical Research: Oceans.
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Kimberly Leung, Aneesh C. Subramanian, Samuel S. P. Shen (2018). Statistical Characteristics of Long-Term High-Resolution Precipitable Water Vapor Data at Darwin. ADVANCES IN DATA SCIENCE AND ADAPTIVE ANALYSIS.
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Kimberly Leung, Aneesh C. Subramanian, Samuel S. P. Shen (2018). Statistical Characteristics of Long-Term High-Resolution Precipitable Water Vapor Data at Darwin. Advances in Data Science and Adaptive Analysis.
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Yolande L. Serra, Jennifer S. Haase, David K. Adams, Qiang Fu, Thomas P. Ackerman, M. Joan Alexander, Avelino Arellano, Larissa Back, Shu Hua Chen, Kerry Emanuel, Zeljka Fuchs, Zhiming Kuang, Brian Mapes, David Neelin, David Raymond, Adam H. Sobel, Paul W. Staten, Aneesh Subramanian, David W. J. Thompson, Gabriel Vecchi, Robert Wood, Paquita Zuidema (2018). The Risks of Contracting the Acquisition and Processing of the Nation's Weather and Climate Data to the Private Sector (vol 99, pg 869, 2018). BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY.
In Sik Kang, Min Seop Ahn, Hiroaki Miura, Aneesh Subramanian (2017). GCMs With Full Representation of Cloud Microphysics and Their MJO Simulations. SUB-SEASONAL TO SEASONAL PREDICTION: THE GAP BETWEEN WEATHER AND CLIMATE FORECASTING.
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Peter D. Duben, Aneesh Subramanian, Andrew Dawson, T. N. Palmer (2017). A study of reduced numerical precision to make superparameterization more competitive using a hardware emulator in the OpenIFS model. JOURNAL OF ADVANCES IN MODELING EARTH SYSTEMS.
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Paolo Davini, Jost Von Hardenberg, Susanna Corti, Hannah M. Christensen, Stephan Juricke, Aneesh Subramanian, Peter A. G. Watson, Antje Weisheimer, Tim N. Palmer (2017). Climate SPHINX: evaluating the impact of resolution and stochastic physics parameterisations in the EC-Earth global climate model. GEOSCIENTIFIC MODEL DEVELOPMENT.
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Aneesh C. Subramanian, Tim N. Palmer (2017). Ensemble superparameterization versus stochastic parameterization: A comparison of model uncertainty representation in tropical weather prediction. Journal of Advances in Modeling Earth Systems.
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Aneesh Subramanian, Antje Weisheimer, Tim Palmer, Frederic Vitart, Peter Bechtold (2017). Impact of stochastic physics on tropical precipitation in the coupled ECMWF model. QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY.
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Caroline Ummenhofer, Aneesh Subramanian, Sonya Legg (2017). Maintaining Momentum in Climate Model Development. Eos.
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Benjamin Huddart, Aneesh Subramanian, Laure Zanna, Tim Palmer (2017). Seasonal and decadal forecasts of Atlantic Sea surface temperatures using a linear inverse model. CLIMATE DYNAMICS.
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Martin Leutbecher, Sarah Jane Lock, Pirkka Ollinaho, Simon T. K. Lang, Gianpaolo Balsamo, Peter Bechtold, Massimo Bonavita, Hannah M. Christensen, Michail Diamantakis, Emanuel Dutra, Stephen English, Michael Fisher, Richard M. Forbes, Jacqueline Goddard, Thomas Haiden, Robin J. Hogan, Stephan Juricke, Heather Lawrence, Dave Macleod, Linus Magnusson, Sylvie Malardel, Sebastien Massart, Irina Sandu, Piotr K. Smolarkiewicz, Aneesh Subramanian, Frederic Vitart, Nils Wedi, Antje Weisheimer (2017). Stochastic representations of model uncertainties at ECMWF: state of the art and future vision. QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY.
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Donata Giglio, Sarah T. Gille, Aneesh C. Subramanian, San Nguyen (2017). The role of wind gusts in upper ocean diurnal variability. Journal of Geophysical Research: Oceans.
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Kimberly Leung, Max Velado, Aneesh Subramanian, Guang J. Zhang, Richard C. J. Somerville, Samuel S. P. Shen (2016). Simulation of High-Resolution Precipitable Water Data by a Stochastic Model with a Random Trigger. ADVANCES IN DATA SCIENCE AND ADAPTIVE ANALYSIS.
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Peng Zhan, Aneesh C. Subramanian, Fengchao Yao, Aditya R. Kartadikaria, Daquan Guo, Ibrahim Hoteit (2016). The eddy kinetic energy budget in the Red Sea. Journal of Geophysical Research: Oceans.
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Arthur J. Miller, Hajoon Song, Aneesh C. Subramanian (2015). The physical oceanographic environment during the CCE-LTER Years: Changes in climate and concepts. DEEP-SEA RESEARCH PART II-TOPICAL STUDIES IN OCEANOGRAPHY.
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Nicholas R. Cavanaugh, Teddy Allen, Aneesh Subramanian, Brian Mapes, Hyodae Seo, Arthur J. Miller (2015). The skill of atmospheric linear inverse models in hindcasting the Madden-Julian Oscillation. CLIMATE DYNAMICS.
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Hyodae Seo, Aneesh C. Subramanian, Arthur J. Miller, Nicholas R. Cavanaugh (2014). Coupled Impacts of the Diurnal Cycle of Sea Surface Temperature on the Madden-Julian Oscillation. JOURNAL OF CLIMATE.
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Aneesh C. Subramanian, Guang J. Zhang (2014). Diagnosing MJO hindcast biases in NCAR CAM3 using nudging during the DYNAMO field campaign. Journal of Geophysical Research: Atmospheres.
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Peng Zhan, Aneesh C. Subramanian, Fengchao Yao, Ibrahim Hoteit (2014). Eddies in the Red Sea: A statistical and dynamical study. Journal of Geophysical Research: Oceans.
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Aneesh Subramanian, Markus Jochum, Arthur J. Miller, Richard Neale, Hyodae Seo, Duane Waliser, Raghu Murtugudde (2014). The MJO and global warming: a study in CCSM4. CLIMATE DYNAMICS.
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Hajoon Song, Ibrahim Hoteit, Bruce D. Cornuelle, Xiaodong Luo, Aneesh C. Subramanian (2013). An Adjoint-Based Adaptive Ensemble Kalman Filter. Monthly Weather Review.
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Aneesh C. Subramanian, Ibrahim Hoteit, Bruce Cornuelle, Arthur J. Miller, Hajoon Song (2012). Linear versus Nonlinear Filtering with Scale-Selective Corrections for Balanced Dynamics in a Simple Atmospheric Model. Journal of the Atmospheric Sciences.
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Aneesh C. Subramanian, Markus Jochum, Arthur J. Miller, Raghu Murtugudde, Richard B. Neale, Duane E. Waliser (2011). The Madden-Julian Oscillation in CCSM4. JOURNAL OF CLIMATE.
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Hajoon Song, Ibrahim Hoteit, Bruce D. Cornuelle, Aneesh C. Subramanian (2010). An Adaptive Approach to Mitigate Background Covariance Limitations in the Ensemble Kalman Filter. Monthly Weather Review.
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