Works by Delle Monache, Luca

Results: 68

Are AI weather models learning atmospheric physics? A sensitivity analysis of cyclone Xynthia.

Published in:

NPJ Climate & Atmospheric Science, 2025, v. 8, n. 1, p. 1, doi. 10.1038/s41612-025-00949-6

By:

Baño-Medina, Jorge;
Sengupta, Agniv;
Doyle, James D.;
Reynolds, Carolyn A.;
Watson-Parris, Duncan;
Monache, Luca Delle

Publication type:

Article

An Assessment of Dropsonde Sampling Strategies for Atmospheric River Reconnaissance.

Published in:

Monthly Weather Review, 2024, v. 152, n. 3, p. 811, doi. 10.1175/MWR-D-23-0111.1

By:

Zheng, Minghua;
Torn, Ryan;
Delle Monache, Luca;
Doyle, James;
Ralph, Fred Martin;
Tallapragada, Vijay;
Davis, Christopher;
Steinhoff, Daniel;
Wu, Xingren;
Wilson, Anna;
Papadopoulos, Caroline;
Mulrooney, Patrick

Publication type:

Article

Deep Learning Forecast Uncertainty for Precipitation over the Western United States.

Published in:

Monthly Weather Review, 2023, v. 151, n. 6, p. 1367, doi. 10.1175/MWR-D-22-0268.1

By:

Hu, Weiming;
Ghazvinian, Mohammadvaghef;
Chapman, William E.;
Sengupta, Agniv;
Ralph, Fred Martin;
Delle Monache, Luca

Publication type:

Article

Probabilistic Predictions from Deterministic Atmospheric River Forecasts with Deep Learning.

Published in:

Monthly Weather Review, 2022, v. 150, n. 1, p. 215, doi. 10.1175/MWR-D-21-0106.1

By:

Chapman, William E.;
Delle Monache, Luca;
Alessandrini, Stefano;
Subramanian, Aneesh C.;
Ralph, F. Martin;
Xie, Shang-Ping;
Lerch, Sebastian;
Hayatbini, Negin

Publication type:

Article

Improving the Analog Ensemble Wind Speed Forecasts for Rare Events.

Published in:

Monthly Weather Review, 2019, v. 147, n. 7, p. 2677, doi. 10.1175/MWR-D-19-0006.1

By:

Alessandrini, Stefano;
Sperati, Simone;
Delle Monache, Luca

Publication type:

Article

An Analog Technique to Improve Storm Wind Speed Prediction Using a Dual NWP Model Approach.

Published in:

Monthly Weather Review, 2018, v. 146, n. 12, p. 4057, doi. 10.1175/MWR-D-17-0198.1

By:

Yang, Jaemo;
Astitha, Marina;
Delle Monache, Luca;
Alessandrini, Stefano

Publication type:

Article

Probabilistic Prediction of Tropical Cyclone Intensity with an Analog Ensemble.

Published in:

Monthly Weather Review, 2018, v. 146, n. 6, p. 1723, doi. 10.1175/MWR-D-17-0314.1

By:

ALESSANDRINI, STEFANO;
MONACHE, LUCA DELLE;
ROZOFF, CHRISTOPHER M.;
LEWIS, WILLIAM E.

Publication type:

Article

Object-Based Analog Forecasts for Surface Wind Speed.

Published in:

Monthly Weather Review, 2017, v. 145, n. 12, p. 5083, doi. 10.1175/MWR-D-17-0012.1

By:

FREDIANI, MARIA E. B.;
HOPSON, THOMAS M.;
HACKER, JOSHUA P.;
ANAGNOSTOU, EMMANOUIL N.;
MONACHE, LUCA DELLE;
VANDENBERGHE, FRANCOIS

Publication type:

Article

Improving Wind Predictions in the Marine Atmospheric Boundary Layer through Parameter Estimation in a Single-Column Model.

Published in:

Monthly Weather Review, 2017, v. 145, n. 1, p. 5, doi. 10.1175/MWR-D-16-0063.1

By:

LEE, JARED A.;
HACKER, JOSHUA P.;
MONACHE, LUCA DELLE;
KOSOVIĆ, BRANKO;
CLIFTON, ANDREW;
VANDENBERGHE, FRANCOIS;
RODRIGO, JAVIER SANZ

Publication type:

Article

The Role of Unresolved Clouds on Short-Range Global Horizontal Irradiance Predictability.

Published in:

Monthly Weather Review, 2016, v. 144, n. 9, p. 3099, doi. 10.1175/MWR-D-16-0104.1

By:

Jiménez, Pedro A.;
Alessandrini, Stefano;
Haupt, Sue Ellen;
Deng, Aijun;
Kosovic, Branko;
Lee, Jared A.;
Delle Monache, Luca

Publication type:

Article

A Hybrid NWP-Analog Ensemble.

Published in:

Monthly Weather Review, 2016, v. 144, n. 3, p. 897, doi. 10.1175/MWR-D-15-0096.1

By:

Eckel, F. Anthony;
Delle Monache, Luca

Publication type:

Article

Bayesian Exploration of Multivariate Orographic Precipitation Sensitivity for Moist Stable and Neutral Flows.

Published in:

Monthly Weather Review, 2015, v. 143, n. 11, p. 4459, doi. 10.1175/MWR-D-15-0036.1

By:

Tushaus, Samantha A.;
Posselt, Derek J.;
Miglietta, M. Marcello;
Rotunno, Richard;
Delle Monache, Luca

Publication type:

Article

Analog-Based Ensemble Model Output Statistics.

Published in:

Monthly Weather Review, 2015, v. 143, n. 7, p. 2909, doi. 10.1175/MWR-D-15-0095.1

By:

Junk, Constantin;
Delle Monache, Luca;
Alessandrini, Stefano

Publication type:

Article

Probabilistic Weather Prediction with an Analog Ensemble.

Published in:

Monthly Weather Review, 2013, v. 141, n. 10, p. 3498, doi. 10.1175/MWR-D-12-00281.1

By:

Delle Monache, Luca;
Eckel, F. Anthony;
Rife, Daran L.;
Nagarajan, Badrinath;
Searight, Keith

Publication type:

Article

Kalman Filter and Analog Schemes to Postprocess Numerical Weather Predictions.

Published in:

Monthly Weather Review, 2011, v. 139, n. 11, p. 3554, doi. 10.1175/2011MWR3653.1

By:

Delle Monache, Luca;
Nipen, Thomas;
Liu, Yubao;
Roux, Gregory;
Stull, Roland

Publication type:

Article

Four Atmospheric Circulation Regimes Over the North Pacific and Their Relationship to California Precipitation on Daily to Seasonal Timescales.

Published in:

Geophysical Research Letters, 2020, v. 47, n. 16, p. 1, doi. 10.1029/2020GL087609

By:

Guirguis, Kristen;
Gershunov, Alexander;
DeFlorio, Michael J.;
Shulgina, Tamara;
Delle Monache, Luca;
Subramanian, Aneesh C.;
Corringham, Thomas W.;
Ralph, F. Martin

Publication type:

Article

Improving Wind Forecasts in the Lower Stratosphere by Distilling an Analog Ensemble Into a Deep Neural Network.

Published in:

Geophysical Research Letters, 2020, v. 47, n. 15, p. 1, doi. 10.1029/2020GL089098

By:

Candido, Salvatore;
Singh, Aakanksha;
Delle Monache, Luca

Publication type:

Article

A case study of aerosol data assimilation with the Community Multi-scale Air Quality Model over the contiguous United States using 3D-Var and optimal interpolation methods.

Published in:

Geoscientific Model Development, 2017, v. 10, n. 12, p. 4743, doi. 10.5194/gmd-10-4743-2017

By:

Youhua Tang;
Pagowski, Mariusz;
Tianfeng Chai;
Li Pan;
Pius Lee;
Baker, Barry;
Kumar, Rajesh;
Monache, Luca Delle;
Tong, Daniel;
Hyun-Cheol Kim

Publication type:

Article

Deterministic Wind Speed Predictions with Analog-Based Methods over Complex Topography.

Published in:

Journal of Applied Meteorology & Climatology, 2018, v. 57, n. 9, p. 2047, doi. 10.1175/JAMC-D-17-0151.1

By:

PLENKOVIĆ, IRIS ODAK;
HORVATH, KRISTIAN;
HRASTINSKI, MARIO;
MONACHE, LUCA DELLE

Publication type:

Article

Statistical Downscaling of a High-Resolution Precipitation Reanalysis Using the Analog Ensemble Method.

Published in:

Journal of Applied Meteorology & Climatology, 2017, v. 56, n. 7, p. 2081, doi. 10.1175/JAMC-D-16-0380.1

By:

Keller, Jan D.;
Delle Monache, Luca;
Alessandrini, Stefano

Publication type:

Article

Bayesian Inference and Markov Chain Monte Carlo Sampling to Reconstruct a Contaminant Source on a Continental Scale.

Published in:

Journal of Applied Meteorology & Climatology, 2008, v. 47, n. 10, p. 2600, doi. 10.1175/2008JAMC1766.1

By:

Delle Monache, Luca;
Lundquist, Julie K.;
Kosović, Branko;
Johannesson, Gardar;
Dyer, Kathleen M.;
Aines, Roger D.;
Chow, Fotini K.;
Belles, Rich D.;
Hanley, William G.;
Larsen, Shawn C.;
Loosmore, Gwen A.;
Nitao, John J.;
Sugiyama, Gayle A.;
Vogt, Philip J.

Publication type:

Article

Global Daily Discharge Estimation Based on Grid Long Short‐Term Memory (LSTM) Model and River Routing.

Published in:

Water Resources Research, 2025, v. 61, n. 6, p. 1, doi. 10.1029/2024WR039764

By:

Yang, Yuan;
Feng, Dapeng;
Beck, Hylke E.;
Hu, Weiming;
Abbas, Ather;
Sengupta, Agniv;
Delle Monache, Luca;
Hartman, Robert;
Lin, Peirong;
Shen, Chaopeng;
Pan, Ming

Publication type:

Article

Improved Forecast Skill Through the Assimilation of Dropsonde Observations From the Atmospheric River Reconnaissance Program.

Published in:

Journal of Geophysical Research. Atmospheres, 2021, v. 126, n. 21, p. 1, doi. 10.1029/2021JD034967

By:

Zheng, Minghua;
Delle Monache, Luca;
Cornuelle, Bruce D.;
Ralph, F. Martin;
Tallapragada, Vijay S.;
Subramanian, Aneesh;
Haase, Jennifer S.;
Zhang, Zhenhai;
Wu, Xingren;
Murphy, Michael J.;
Higgins, Timothy B.;
DeHaan, Laurel

Publication type:

Article

Evaluating the Mobile Flux Plane (MFP) Method to Estimate Methane Emissions Using Large Eddy Simulations (LES).

Published in:

Journal of Geophysical Research. Atmospheres, 2021, v. 126, n. 5, p. 1, doi. 10.1029/2020JD032663

By:

Kumar, Rajesh;
Mitchell, Douglas A.;
Steinhoff, Daniel F.;
Saide, Pablo;
Kosovic, Branko;
Downey, Nicole;
Blewitt, Doug;
Monache, Luca Delle

Publication type:

Article

Subseasonal‐to‐Seasonal Hindcast Skill Assessment of Ridging Events Related to Drought Over the Western United States.

Published in:

Journal of Geophysical Research. Atmospheres, 2020, v. 125, n. 22, p. 1, doi. 10.1029/2020JD033655

By:

Gibson, Peter B.;
Waliser, Duane E.;
Goodman, Alexander;
DeFlorio, Michael J.;
Delle Monache, Luca;
Molod, Andrea

Publication type:

Article

Experimental Subseasonal‐to‐Seasonal (S2S) Forecasting of Atmospheric Rivers Over the Western United States.

Published in:

Journal of Geophysical Research. Atmospheres, 2019, v. 124, n. 21, p. 11242, doi. 10.1029/2019JD031200

By:

DeFlorio, Michael J.;
Waliser, Duane E.;
Ralph, F. Martin;
Guan, Bin;
Goodman, Alexander;
Gibson, Peter B.;
Asharaf, Shakeel;
Monache, Luca Delle;
Zhang, Zhenhai;
Subramanian, Aneesh C.;
Vitart, Frederic;
Lin, Hai;
Kumar, Arun

Publication type:

Article

Effect of Meteorological Variability on Fine Particulate Matter Simulations Over the Contiguous United States.

Published in:

Journal of Geophysical Research. Atmospheres, 2019, v. 124, n. 10, p. 5669, doi. 10.1029/2018JD029637

By:

Kumar, Rajesh;
Lee, Jared A.;
Alessandrini, Stefano;
Delle Monache, Luca

Publication type:

Article

Toward Improving Short‐Term Predictions of Fine Particulate Matter Over the United States Via Assimilation of Satellite Aerosol Optical Depth Retrievals.

Published in:

Journal of Geophysical Research. Atmospheres, 2019, v. 124, n. 5, p. 2753, doi. 10.1029/2018JD029009

By:

Kumar, Rajesh;
Delle Monache, Luca;
Bresch, Jamie;
Saide, Pablo E.;
Tang, Youhua;
Liu, Zhiquan;
Silva, Arlindo M.;
Alessandrini, Stefano;
Pfister, Gabriele;
Edwards, David;
Lee, Pius;
Djalalova, Irina

Publication type:

Article

3D-Var versus Optimal Interpolation for Aerosol Assimilation: a Case Study over the Contiguous United States.

Published in:

Geoscientific Model Development Discussions, 2017, p. 1, doi. 10.5194/gmd-2017-147

By:

Youhua Tang;
Pagowski, Mariusz;
Chai, Tianfeng;
Li Pan;
Pius Lee;
Baker, Barry;
Kumar, Rajesh;
Delle Monache, Luca;
Tong, Daniel;
Hyun-Cheol Kim

Publication type:

Article

The Dengue Virus Mosquito Vector Aedes aegypti at High Elevation in México.

Published in:

American Journal of Tropical Medicine & Hygiene, 2012, v. 87, n. 5, p. 902, doi. 10.4269/ajtmh.2012.12-0244

By:

Lozano-Fuentes, Saul;
Hayden, Mary H.;
Welsh-Rodriguez, Carlos;
Ochoa-Martinez, Carolina;
Tapia-Santos, Berenice;
Kobylinski, Kevin C.;
Uejio, Christopher K.;
Zielinski-Gutierrez, Emily;
Monache, Luca Delle;
Monaghan, Andrew J.;
Steinhoff, Daniel F.;
Eisen, Lars

Publication type:

Article

Winter wet–dry weather patterns driving atmospheric rivers and Santa Ana winds provide evidence for increasing wildfire hazard in California.

Published in:

Climate Dynamics, 2023, v. 60, n. 5/6, p. 1729, doi. 10.1007/s00382-022-06361-7

By:

Guirguis, Kristen;
Gershunov, Alexander;
Hatchett, Benjamin;
Shulgina, Tamara;
DeFlorio, Michael J.;
Subramanian, Aneesh C.;
Guzman-Morales, Janin;
Aguilera, Rosana;
Clemesha, Rachel;
Corringham, Thomas W.;
Delle Monache, Luca;
Reynolds, David;
Tardy, Alex;
Small, Ivory;
Ralph, F. Martin

Publication type:

Article

Machine Learning Weather Analogs for Near-Surface Variables.

Published in:

Boundary-Layer Meteorology, 2023, v. 186, n. 3, p. 711, doi. 10.1007/s10546-022-00779-6

By:

Hu, Weiming;
Cervone, Guido;
Young, George;
Delle Monache, Luca

Publication type:

Article

Probabilistic aspects of meteorological and ozone regional ensemble forecasts.

Published in:

Journal of Geophysical Research. Atmospheres, 2006, v. 111, n. D24, p. n/a, doi. 10.1029/2005JD006917

By:

Delle Monache, Luca;
Hacker, Joshua P.;
Zhou, Yongmei;
Deng, Xingxiu;
Stull, Roland B.

Publication type:

Article

Ozone ensemble forecasts: 1. A new ensemble design.

Published in:

Journal of Geophysical Research. Atmospheres, 2006, v. 111, n. D5, p. n/a, doi. 10.1029/2005JD006310

By:

Delle Monache, Luca;
Deng, Xingxiu;
Zhou, Yongmei;
Stull, Roland

Publication type:

Article

Ozone ensemble forecasts: 2. A Kalman filter predictor bias correction.

Published in:

Journal of Geophysical Research. Atmospheres, 2006, v. 111, n. D5, p. n/a, doi. 10.1029/2005JD006311

By:

Delle Monache, Luca;
Nipen, Thomas;
Deng, Xingxiu;
Zhou, Yongmei;
Stull, Roland

Publication type:

Article

In situ aerosol profiles over the Southern Great Plains cloud and radiation test bed site: 2. Effects of mixing height on aerosol properties.

Published in:

Journal of Geophysical Research. Atmospheres, 2004, v. 109, n. D6, p. n/a, doi. 10.1029/2003JD004024

By:

Delle Monache, Luca;
Perry, Kevin D.;
Cederwall, Richard T.;
Ogren, John A.

Publication type:

Article

Multi‐Model Subseasonal Prediction Skill Assessment of Water Vapor Transport Associated With Atmospheric Rivers Over the Western U.S.

Published in:

Journal of Geophysical Research. Atmospheres, 2023, v. 128, n. 7, p. 1, doi. 10.1029/2022JD037608

By:

Zhang, Zhenhai;
DeFlorio, Michael J.;
Delle Monache, Luca;
Subramanian, Aneesh C.;
Ralph, F. Martin;
Waliser, Duane E.;
Zheng, Minghua;
Guan, Bin;
Goodman, Alexander;
Molod, Andrea M.;
Vitart, Frederic;
Kumar, Arun;
Lin, Hai

Publication type:

Article

Development of a Statistical Subseasonal Forecast Tool to Predict California Atmospheric Rivers and Precipitation Based on MJO and QBO Activity.

Published in:

Journal of Geophysical Research. Atmospheres, 2023, v. 128, n. 6, p. 1, doi. 10.1029/2022JD037360

By:

Castellano, Christopher M.;
DeFlorio, Michael J.;
Gibson, Peter B.;
Delle Monache, Luca;
Kalansky, Julie F.;
Wang, Jiabao;
Guirguis, Kristen;
Gershunov, Alexander;
Ralph, F. Martin;
Subramanian, Aneesh C.;
Anderson, Michael L.

Publication type:

Article

Evaluations of WRF Sensitivities in Surface Simulations with an Ensemble Prediction System.

Published in:

Atmosphere, 2018, v. 9, n. 3, p. 106, doi. 10.3390/atmos9030106

By:

Pan, Linlin;
Liu, Yubao;
Knievel, Jason C.;
Delle Monache, Luca;
Roux, Gregory

Publication type:

Article

Using Deep Learning for an Analysis of Atmospheric Rivers in a High‐Resolution Large Ensemble Climate Data Set.

Published in:

Journal of Advances in Modeling Earth Systems, 2023, v. 15, n. 4, p. 1, doi. 10.1029/2022MS003495

By:

Higgins, Timothy B.;
Subramanian, Aneesh C.;
Graubner, Andre;
Kapp‐Schwoerer, Lukas;
Watson, Peter A. G.;
Sparrow, Sarah;
Kashinath, Karthik;
Kim, Sol;
Delle Monache, Luca;
Chapman, Will

Publication type:

Article

Development and verification of a new wind speed forecasting system using an ensemble Kalman filter data assimilation technique in a fully coupled hydrologic and atmospheric model.

Published in:

Journal of Advances in Modeling Earth Systems, 2013, v. 5, n. 4, p. 785, doi. 10.1002/jame.20051

By:

Williams, John L.;
Maxwell, Reed M.;
Monache, Luca Delle

Publication type:

Article

An analysis of cloud microphysical features over United Arab Emirates using multiple data sources.

Published in:

Atmospheric Measurement Techniques, 2025, v. 18, n. 8, p. 1981, doi. 10.5194/amt-18-1981-2025

By:

Zhang, Zhenhai;
Afzali Gorooh, Vesta;
Axisa, Duncan;
Radhakrishnan, Chandrasekar;
Kim, Eun Yeol;
Chandrasekar, Venkatachalam;
Delle Monache, Luca

Publication type:

Article

Predictability of passive scalar dispersion in atmospheric surface layers with urban‐like roughness: A large‐eddy simulations study.

Published in:

Quarterly Journal of the Royal Meteorological Society, 2023, v. 149, n. 752, p. 994, doi. 10.1002/qj.4445

By:

Lu, Yanle;
Monache, Luca Delle;
Weil, Jeffrey;
Ngan, Keith;
Li, Qi

Publication type:

Article

Gridded probabilistic weather forecasts with an analog ensemble.

Published in:

Quarterly Journal of the Royal Meteorological Society, 2017, v. 143, n. 708, p. 2874, doi. 10.1002/qj.3137

By:

Sperati, Simone;
Alessandrini, Stefano;
Delle Monache, Luca

Publication type:

Article

Air Quality Predictions with an Analog Ensemble.

Published in:

Atmospheric Chemistry & Physics Discussions, 2018, p. 1, doi. 10.5194/acp-2017-1214

By:

Monache, Luca Delle;
Alessandrini, Stefano;
Djalalova, Irina;
Wilczak, James;
Knievel, Jason C.

Publication type:

Article

Impact of Atmospheric River Reconnaissance Dropsonde Data on the Assimilation of Satellite Radiance Data in GFS.

Published in:

Journal of Atmospheric & Oceanic Technology, 2024, v. 41, n. 9, p. 819, doi. 10.1175/JTECH-D-23-0167.1

By:

Zheng, Minghua;
Delle Monache, Luca;
Wu, Xingren;
Kawzenuk, Brian;
Ralph, F. Martin;
Zhu, Yanqiu;
Torn, Ryan;
Tallapragada, Vijay S.;
Zhang, Zhenhai;
Wu, Keqin;
Wang, Jia

Publication type:

Article

Forecast Informed Reservoir Operations Using Ensemble Streamflow Predictions for a Multipurpose Reservoir in Northern California.

Published in:

Water Resources Research, 2020, v. 56, n. 9, p. 1, doi. 10.1029/2019WR026604

By:

Delaney, Chris J.;
Hartman, Robert K.;
Mendoza, John;
Dettinger, Michael;
Monache, Luca Delle;
Jasperse, Jay;
Ralph, F. Martin;
Talbot, Cary;
Brown, James;
Reynolds, David;
Evett, Simone

Publication type:

Article

Predicting particulate matter (PM10) levels in Morocco: a 5-day forecast using the analog ensemble method.

Published in:

Environmental Monitoring & Assessment, 2025, v. 197, n. 1, p. 1, doi. 10.1007/s10661-024-13434-z

By:

Houdou, Anass;
Khomsi, Kenza;
Delle Monache, Luca;
Hu, Weiming;
Boutayeb, Saber;
Belyamani, Lahcen;
Abdulla, Fayez;
Al-Delaimy, Wael K.;
Khalis, Mohamed

Publication type:

Article

POST-PROCESSING OF ALADIN WIND SPEED PREDICTIONS WITH AN ANALOG-BASED METHOD.

Published in:

Croatian Meteorological Journal / Hvratski Meteorološki Časopis, 2015, v. 50, n. 1, p. 121

By:

PLENKOVIĆ, IRIS ODAK;
MONACHE, LUCA DELLE;
HORVATH, KRISTIAN;
HRASTINSKI, MARIO;
BAJIĆ, ALICA

Publication type:

Article

A Comprehensive Wind Power Forecasting System Integrating Artificial Intelligence and Numerical Weather Prediction.

Published in:

Energies (19961073), 2020, v. 13, n. 6, p. 1372, doi. 10.3390/en13061372

By:

Kosovic, Branko;
Haupt, Sue Ellen;
Adriaansen, Daniel;
Alessandrini, Stefano;
Wiener, Gerry;
Delle Monache, Luca;
Liu, Yubao;
Linden, Seth;
Jensen, Tara;
Cheng, William;
Politovich, Marcia;
Prestopnik, Paul

Publication type:

Article