The Local Analysis and Prediction System (LAPS): Analyses of Clouds, Precipitation, and Temperature, Wea. Forecast, vol.11, pp.273-287, 1996. ,
The Data Assimilation Research Testbed: A Community Facility, Bull. Amer. Meteor. Soc, vol.90, pp.1283-1296, 2009. ,
Multivariate Minimum Residual Method for Cloud Retrieval. Part I: Theoretical Aspects and Simulated Observation Experiments. -Mon, Wea. Rev, vol.142, pp.4383-4398, 2014. ,
Multivariate Minimum Residual Method for Cloud Retrieval. Part II: Real Observations Experiments. -Mon, Wea. Rev, vol.142, pp.4399-4415, 2014. ,
A review of operational methods of variational and ensemble-variational data assimilation. -Quart, J. Roy. Meteor. Soc, vol.143, pp.607-633, 2017. ,
The Weather Research and Forecasting Model's Community Variational/Ensemble Data Assimilation System: WRFDA, Bull. Amer. Meteor. Soc, vol.93, pp.831-843, 2012. ,
Satellite cloud and precipitation assimilation at operational NWP centres. -Quart, J. Roy. Meteor. Soc, vol.137, 1934. ,
Assimilating Satellite Observations of Clouds and Precipitation into NWP Models, Amer. Meteor. Soc, vol.92, pp.25-28, 2011. ,
NWP Cloud Initialization Using GOES Sounder Data and Improved Modeling of Nonprecipitating Clouds. -Mon, Wea. Rev, vol.128, pp.3911-3920, 2000. ,
A stochastic parametrization for deep convection using cellular automata. -Quart, J. Roy. Meteor, vol.139, pp.1533-1543, 2013. ,
An Hourly Assimilation-Forecast Cycle: The RUC. -Mon, Wea. Rev, vol.132, pp.495-518, 2004. ,
Implementation at NCEP for More Accurate Warm-Season and Cold-Season NWP, Improvements in HRRRv2/RAPv3 for Aug, 2016. ,
A North American Hourly Assimilation and Model Forecast Cycle: The Rapid Refresh. -Mon, Wea. Rev, vol.144, pp.1669-1694, 2016. ,
Current problems in scattering radiative transfer modelling for data assimilation. -Quart, J. Roy. Meteor, vol.137, 1952. ,
Improvement of the forecast of convective activity from the AROMEFrance system, J. Roy. Meteor, vol.142, pp.2231-2243, 2016. ,
Variational Assimilation of Cloud Liquid/Ice Water Path and Its Impact on NWP, J. Appl. Meteor. Climatol, vol.54, pp.1809-1825, 2015. ,
Variational assimilation of satellite cloud water/ice path and microphysics scheme sensitivity to the assimilation of a rainfall case, Adv. Atmos. Sci, vol.33, pp.1158-1170, 2016. ,
Evaluating the Performance of Planetary Boundary Layer and Cloud Microphysical Parameterization Schemes in ConvectionPermitting Ensemble Forecasts Using Synthetic GOES-13, 2014. ,
, Satellite Observations. -Mon, Wea. Rev, vol.142, pp.163-182
Assimilation of Synthetic GOES-R ABI Infrared Brightness Temperatures and WSR-88D Radar Observations in a High-Resolution OSSE. -Mon, Wea. Rev, vol.144, pp.3159-3180, 2016. ,
Cloud pattern prediction from geostationary meteorological satellite images for solar energy forecasting, Proc. SPIE, vol.9242, 2014. ,
, Atmospheric Propagation and Adaptive Systems XVII
Day time cloud forecasting for space-to-ground optical communication optimization, 2015 EUMETSAT Meteorological Satellite Conference, 2015. ,
Cloud Initialization in the Rapid Update Cycle of HIRLAM, Wea. Forecast, vol.29, pp.1120-1133, 2014. ,
MSG/SEVIRI cloud mask and type from SAFNWC, Int. J. Remote Sens, vol.26, pp.4707-4732, 2005. ,
Multi-sensor Advection Diffusion nowCast (MADCast) for cloud analysis and short-term prediction, 2014. ,
,
Review of solar irradiance forecasting methods and a proposition for small-scale insular grids. -Renew, Sustainable Energy Rev, vol.27, pp.65-76, 2013. ,
URL : https://hal.archives-ouvertes.fr/hal-01090087
Some statistical considerations associated with the data assimilation of precipitation observations. -Quart, J. Roy. Meteor, vol.126, pp.339-359, 2000. ,
Assimilation of Satellite Cloud and Precipitation Observations in Numerical Weather Prediction Models: Introduction to the JAS Special Collection, J. Atmos. Sci, vol.64, pp.3737-3741, 2007. ,
Assimilation of multiresolution radiation products into a downwelling surface radiation model: 2. Posterior ensemble implementation, J. Geophys. Res, vol.115, p.22116, 2010. ,
Observation errors in all-sky data assimilation. -Quart, J. Roy. Meteor, vol.137, pp.2024-2037, 2011. ,
All-sky satellite data assimilation at operational weather forecasting centres, 2017. ,
, , 2017.
An All-Weather Observational Operator for Radiance Data Assimilation with Mesoscale Forecast Models. -Mon, Wea. Rev, vol.130, pp.1882-1897, 2002. ,
Adjoint sensitivity analysis of an observational operator for visible and infrared cloudy-sky radiance assimilation. -Quart, J. Roy. Meteor, vol.130, pp.685-705, 2004. ,
Status of cloudy infrared radiance assimilation at Météo-France, Proceedings of the ECMWF-JCSDA Workshop on Assimilating Satellite Observations of Clouds and Precipitation into NWP Models, European Centre for Medium-Range Weather Forecasts, 2010. ,
Evaluation of the ALADIN 3D-VAR with observations of the MAP campaign, Atmos. Phys, vol.92, pp.161-173, 2006. ,
URL : https://hal.archives-ouvertes.fr/meteo-00574552
Three-dimensional variational data assimilation for a limited area model. Part I: General formulation and the background error constraint, Tellus A, vol.53, pp.425-446, 2001. ,
Survey of data assimilation methods for convective-scale numerical weather prediction at operational centres. -Quart, J. Roy. Meteor, 2018. ,
2015: Verification of cloudiness and radiation forecasts in the greater Alpine region, Z, vol.25, pp.3-15 ,
Error model for the assimilation of cloud-affected infrared satellite observations in an ensemble data assimilation system, 2016. ,
, , vol.142, pp.1797-1808
Predictability and Error Growth Dynamics in Cloud-Resolving Models, J. Atmos. Sci, vol.64, pp.4467-4478, 2007. ,
Review of the Ensemble Kalman Filter for Atmospheric Data Assimilation. -Mon, Wea. Rev, vol.144, pp.4489-4532, 2016. ,
Development and Testing of a New Cloud Analysis Package using Radar, Satellite, and Surface Cloud Observations within GSI for Initializing Rapid Refresh, Proceedings of the 18th Conference on Numerical Weather Prediction, 2007. ,
Solar forecasting methods for renewable energy integration, Combust, vol.39, pp.535-576, 2013. ,
WRF-Solar: Description and ClearSky Assessment of an Augmented NWP Model for Solar Power Prediction, Amer. Meteor. Soc, vol.97, pp.1249-1264, 2016. ,
Assimilation of Satellite Infrared Radiances and Doppler Radar Observations during a Cool Season Observing System Simulation Experiment. -Mon, Wea. Rev, vol.141, pp.3273-3299, 2013. ,
Evaluation of a Forward Operator to Assimilate Cloud Water Path into WRF-DART. -Mon, Wea. Rev, vol.141, pp.2272-2289, 2013. ,
Forecast Evaluation of an Observing System Simulation Experiment Assimilating Both Radar and Satellite Data, 2014. ,
, Wea. Rev, vol.142, pp.107-124
Simultaneous Radar and Satellite Data StormScale Assimilation Using an Ensemble Kalman Filter Approach for 24, Wea. Rev, vol.143, pp.165-194, 2011. ,
Assimilating synthetic hyperspectral sounder temperature and humidity retrievals to improve severe weather forecasts, Atmos. Res, vol.186, pp.9-25, 2017. ,
Atmospheric Modeling, Data Assimilation, and Predictability, 2003. ,
, Tellus A 59, pp.758-773, 2007.
Observation Operator for Visible and NearInfrared Satellite Reflectances, J. Atmos. Oceanic Technol, vol.31, pp.1216-1233, 2014. ,
Assimilation of INSAT-3D Hydro-Estimator Method Retrieved Rainfall for Short Range Weather Prediction. -Quart, J. Roy. Meteor, vol.143, pp.384-394, 2016. ,
Assimilating remotely sensed cloud optical thickness into a mesoscale model, Atmos. Chem. Phys, vol.11, pp.10269-10281, 2011. ,
Threedimensional variational data assimilation for a limited area model. Part II: Observation handling and assimilation experiments, Tellus A, vol.53, pp.447-468, 2001. ,
Cloud Shading Retrieval and Assimilation in a Satellite-Model Coupled Mesoscale Analysis System. -Mon, Wea. Rev, vol.121, pp.3062-3081, 1993. ,
Assimilation of VisibleBand Satellite Data for Mesoscale Forecasting in Cloudy Conditions. -Mon, Wea. Rev, vol.127, pp.265-278, 1999. ,
Preconvective Mesoscale Analysis over Irregular Terrain with a Satellite-Model Coupled System. -Mon, Wea. Rev, vol.118, pp.1330-1358, 1990. ,
Mesoscale Analysis by Numerical Modeling Coupled with Sounding Retrieval from Satellites. -Mon, Wea. Rev, vol.118, pp.1308-1329, 1990. ,
Comparison between several parameterization schemes in WRF for solar forecasting in coastal zones, SOLAR Conference Proceedings, 2013. ,
Overview of Irradiance and Photovoltaic Power Prediction, pp.429-454, 2014. ,
The Impact of MOPS Moisture Data in the U.K. Meteorological Office Mesoscale Data Assimilation Scheme. -Mon, Wea. Rev, vol.124, pp.1746-1766, 1996. ,
2013: A high-resolution, cloud-assimilating numerical weather prediction model for solar irradiance forecasting, Solar Energy, vol.92, pp.47-61 ,
A note on the occurrence of cloud in meteorologically sensitive areas and the implications for advanced infrared sounders. -Quart, J. Roy. Meteor, vol.128, pp.2551-2556, 2002. ,
Assimilation of GOES-derived solar insolation into a mesoscale model for studies of cloud shading effects, Int. J. Remote Sens, vol.16, pp.2207-2231, 1995. ,
Optimized Surface Radiation Fields Derived from Meteosat Imagery and a Regional Atmospheric Model, J. Hydrometeorol, vol.5, pp.1091-1101, 2004. ,
On the Equivalence between Radiance and Retrieval Assimilation. -Mon, Wea. Rev, vol.140, pp.258-265, 2012. ,
Use of the Information Content in Satellite Measurements for an Efficient Interface to Data Assimilation. -Mon, Wea. Rev, vol.136, pp.2633-2650, 2008. ,
Rapid Refresh (RAP). National Centers for Environmental Information (NCEI) formerly known as National Climatic Data Center (NCDC), Near-real time cloud retrievals from operational and research meteorological satellites. -In: Proc. SPIE 7107. Remote Sensing of Clouds and the Atmosphere XIII, 2008. ,
Evaluation of IR radiance simulation for all-sky assimilation of Himawari-8/AHI in a mesoscale NWP system: Evaluation of All-Sky IR Radiance of Himawari-8. -Quart, J. Roy. Meteor, vol.143, pp.1517-1527, 2017. ,
Clear and cloudy sky infrared brightness temperature assimilation using an ensemble Kalman filter, J. Geophys. Res, vol.115, p.19207, 2010. ,
Assimilation of water vapor sensitive infrared brightness temperature observations during a high impact weather event, J. Geophys. Res, vol.117, p.19203, 2012. ,
Assessing the impact of the covariance localization radius when assimilating infrared brightness temperature observations using an ensemble Kalman filter, 2012. ,
, Wea. Rev, vol.140, pp.543-561
Comparison of WRF Model-Simulated and MODIS-Derived Cloud Data, 2008. ,
, Wea. Rev, vol.136, 1957.
Assessing the Accuracy of the Cloud and Water Vapor Fields in the Hurricane WRF (HWRF) Model Using Satellite Infrared Brightness Temperatures. -Mon, Wea. Rev, vol.145, pp.2027-2046, 2017. ,
Nonlinear bias correction for satellite data assimilation using Taylor series polynomials. -Mon, Wea. Rev, 2018. ,
Can Fully Accounting for Clouds in Data Assimilation Improve Short-Term Forecasts by Global Models? -Mon, Wea. Rev, vol.139, pp.946-957, 2011. ,
Data Assimilation of Cloud-Affected Radiances in a Cloud-Resolving Model. -Mon, Wea. Rev, vol.139, pp.755-773, 2011. ,
Validation of Cloud-Resolving Model Background Data for Cloud Data Assimilation. -Mon, Wea. Rev, vol.138, pp.781-795, 2010. ,
Evaluating Added Benefits of Assimilating GOES Imager Radiance Data in GSI for Coastal QPFs. -Mon, Wea. Rev, vol.141, pp.75-92, 2013. ,
Assimilating GOES Brightness Temperatures. Part I: UpperTropospheric Moisture, J. Appl. Meteor, vol.43, pp.17-27, 2004. ,
Coupled Assimilation of Geostationary Satellite Sounder Data into a Mesoscale Model Using the Bratseth Analysis Approach. -Mon, Met Office Unified Model. -Quart. J. Roy. Meteor, vol.137, pp.802-821, 1963. ,
Advanced Cloud Simulations for Improved Dayahead Solar Power Forecasts. -5th Solar Integration Workshop, 2015. ,
A concept for the assimilation of satellite cloud information in an Ensemble Kalman Filter: single-observation experiments. -Quart, J. Roy. Meteor, vol.141, pp.893-908, 2014. ,
Kilometrescale ensemble data assimilation for the COSMO model (KENDA). -Quart, J. Roy. Meteor, vol.142, pp.1453-1472, 2016. ,
Mesoscale satellite data assimilation: impact of cloud-affected infrared observations on a cloud-free initial model state, pp.298-318, 2010. ,
Best Practices Handbook for the Collection and Use of Solar Resource Data for Solar Energy Applications, 2015. ,
URL : https://hal.archives-ouvertes.fr/hal-01184753
Bridging Research to Operations Transitions: Status and Plans of Community GSI, Bull. Amer. Meteor. Soc, vol.97, pp.1427-1440, 2016. ,
Assimilation of Kalpana very high resolution radiometer water vapor channel radiances into a mesoscale model, J. Geophys. Res, vol.115, p.18124, 2010. ,
Impact of the assimilation of INSAT-3D radiances on short-range weather forecasts. -Quart, J. Roy. Meteor, vol.142, pp.120-131, 2016. ,
Observation impact in a convective-scale localized ensemble transform Kalman filter: Observation Impact in a Convective-Scale LETKF, 2014. ,
, , vol.140, pp.2672-2679
Impact of Cloud Analysis on Numerical Weather Prediction in the Galician Region of Spain, J. Appl. Meteor, vol.42, pp.129-140, 2003. ,
, Assimilation of SEVIRI infrared radiances with HIRLAM 4D-Var. -Quart, 2009.
, , vol.135, pp.2100-2109
An extended observation operator in HIRLAM 4D-VAR for the assimilation of cloud-affected satellite radiances. -Quart, J. Roy. Meteor, vol.136, pp.1064-1074, 2010. ,
The impact of cloud-affected IR radiances on forecast accuracy of a limited-area NWP model. -Quart, J. Roy. Meteor, vol.139, pp.2081-2096, 2013. ,
Assimilation of SEVIRI cloud-top parameters in the Met Office regional forecast model. -Met Office, An Ensemble Smoother with Error Estimates. -Mon. Wea. Rev, vol.141, pp.709-728, 2001. ,
Mesoscale Cloud State Estimation from Visible and Infrared Satellite Radiances. -Mon, Wea. Rev, vol.132, pp.3066-3077, 2004. ,
Cloud-Resolving Satellite Data Assimilation: Information Content of IR Window Observations and Uncertainties in Estimation, J. Atmos. Sci, vol.63, pp.901-919, 2006. ,
Retrieval of twolayer cloud properties from multispectral observations using optimal estimation, J. Geophys. Res, vol.116, p.16203, 2011. ,
Advances in Radiative Transfer Modeling in Support of Satellite Data Assimilation, J. Atmos. Sci, vol.64, pp.3799-3807, 2007. ,
Cloud and hydrometeor analysis using metar, radar, and satellite data within the RUC/Rapid-Refresh model, Proceedings of the 12th Conference on Aviation Range and Aerospace Meteorology, 2006. ,
Improving Cloud Simulation for Air Quality Studies Through Assimilation of Geostationary Satellite Observations in Retrospective Meteorological Modeling. -Mon, Wea. Rev, vol.146, pp.29-48, 2018. ,
A validation of the multivariate and minimum residual method for cloud retrieval using radiance from multiple satellites, Adv. Atmos. Sci, vol.32, pp.349-362, 2015. ,
Preprocessing WRF initial conditions for coastal stratocumulus forecasting, Solar Energy, vol.133, pp.180-193, 2016. ,
Impact of assimilating GOES imager clear-sky radiance with a rapid refresh assimilation system for convection-permitting forecast over Mexico, J. Geophys. Res. Atmos, vol.122, pp.5472-5490, 2017. ,
Impact of Ingesting Satellite-Derived Cloud Cover into the Regional Atmospheric Modeling System. -Mon, Wea. Rev, vol.130, pp.610-628, 2002. ,
Short-Term Performance of MM5 with Cloud-Cover Assimilation from Satellite Observations. -Mon, Wea. Rev, vol.131, pp.1797-1810, 2003. ,
A Four-Season Impact Study of Rawinsonde, GOES, and POES Data in the Eta Data Assimilation System. Part I: The Total Contribution, Wea. Forecast, vol.20, pp.161-177, 2005. ,
Estimating model error covariances using particle filters, 2017. ,
, , p.8, 2017.
An objective regional cloud mask algorithm for GOES infrared imager radiance assimilation, J. Geophys. Res. Atmos, vol.119, pp.6666-6680, 2014. ,
Improved Coastal Precipitation Forecasts with Direct Assimilation of GOES-11/12 Imager Radiances. -Mon, Wea. Rev, vol.139, pp.3711-3729, 2011. ,
Assimilating synthetic GOES-R radiances in cloudy conditions using an ensemble-based method, Int. J. Remote Sens, vol.32, pp.9637-9659, 2011. ,