Evaluating Auroral Forecasts Against Satellite Observations by M. K. Mooney, M. S. Marsh, C. Forsyth, M. Sharpe, T. Hughes, S. Bingham, D. R. Jackson, I. J. Rae, G. Chisham

“…Forecasting the location of the auroral oval is therefore a key component of space weather forecast operations. A version of the OVATION‐Prime 2013 auroral precipitation model (Newell et al., 2014, https://doi.org/10.1002/2014sw001056) was used by the UK Met Office Space Weather Operations Centre (MOSWOC). …”
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New Information and Communication Technologies for climate services: Evidence from farmers in Ada East District, Ghana by Rebecca Sarku, Famous Addi, Emmanuel M.N.A.N. Attoh

“…This research identifies various new ICT platforms including Websites, Bulletin on social media: Facebook, WhatsApp weather forecast presented as a flyer, YouTube video on weather information, Short message service (SMS, Audio WhatsApp weather forecast and Weather apps, as key tools for delivering weather and climate forecasts to farmers. …”
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Study of Atmospheric Pollutants Concentration Correlation with Meteorological Quantities in Bandar Abbas by Marziyeh Sisipoor, Mehdi Rahnama, Saviz Sehat Kashani, Noshin Khodam, faezeh noori, Sajad Qahramani

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Impact of irrigation on farmworkers’ heat stress in California differs by season and during the day and night by Sagar P. Parajuli, Trent Biggs, Fernando de Sales, Miguel Angel Zavala Perez, Cenlin He, Charles Jones, Callum Thompson, Nicolas Lopez Galvez, Haley Ciborowski, Tiago Quintino, Claudia Di Napoli, Aliasghar Montazar, Tayebeh Hosseini Yazdi, Monica Soucier

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A spatiotemporal optimization engine for prescribed burning in the Southeast US by Reetam Majumder, Adam J. Terando, J. Kevin Hiers, Jaime A. Collazo, Brian J. Reich

“…By mining historical 3-day numerical weather forecasts and observation-based weather data for 2015–2021, we have developed a Bayesian hierarchical model for forecast verification that provides calibrated daily weather forecasts and joint uncertainty estimates on meteorological variables of interest, with the latter serving as a measure of risk associated with prescribed fire activities. …”
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3D Web Application of Wind Prediction Under Typhoon on Coastal Cities Based on Ensemble k-NN and OpenFOAM by Mamad Tamamadin, Seong-Hoon Kee, Jurng-Jae Yee

“…The adjustment of grid positions through an ensemble k-NN-based typhoon prediction model on the global weather forecast data for OpenFOAM input significantly contributes to the accuracy of urban-scale wind prediction. …”
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Exploring a high-level programming model for the NWP domain using ECMWF microphysics schemes by S. Ubbiali, C. Kühnlein, C. Schär, L. Schlemmer, T. C. Schulthess, T. C. Schulthess, M. Staneker, H. Wernli

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Streamflow prediction using artificial neural networks and soil moisture proxies by Robert Edwin Rouse, Doran Khamis, Scott Hosking, Allan McRobie, Emily Shuckburgh

“…In this paper, using data from the Centre for Ecology & Hydrology’s National River Flow Archive and from the European Centre for Medium-Range Weather Forecasts, we present a study that focuses on the input variable set for a neural network streamflow model to demonstrate how certain variables can be internalized, leading to a compressed feature set. …”
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Four Generations of ECMWF Reanalyses: An Overview of the Successes in Modeling Precipitation and Remaining Challenges for Freshwater Budget of Ocean Models by Raphael Dussin

“…Abstract This study reviews the progress made in modeling precipitations in four generations of reanalyses from the European Center for Medium‐Range Weather Forecasts, using traditional metrics and a new set of regional metrics. …”
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ARE FARMERS USING MOBILE APPLICATION FOR AGRO-ADVISORY SERVICES: EVIDENCE FROM DEVCHULI MUNICIPALITY, NAWALPARASI EAST by Birendra Tiwar, Amrit Dumre, Mahesh Jaishi

“…It was found that respondents use mobile applications to receive information on cultivation practice, plant protection, post-harvest, modern agriculture technology, market, weather forecast, and information regarding insurance, subsidy, and training. …”
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Performance of International Global Models and Official Tropical Cyclone Forecasts Over the Bien Dong Sea for the Period 2012–2019 by Hoa Vo Van, Hung Mai Khanh, Tien Du Duc, Lars Robert Hole, Quan Dang Dinh, Duc Tran Anh, Hang Pham Thi, Nam Hoang Gia

“…This research validates tropical cyclone (TC) forecasts from the National Centre for Hydro-Meteorological Forecasting of Vietnam, the Regional Specialized Meteorological Center (RSMC) Tokyo, and global models (the Japanese Meteorological Agency [JMA], global spectral model [GSM], the National Centers for Environmental Prediction [NCEP], Global Forecast System [GFS], and the European Centre for Medium-Range Weather Forecasts [ECMWF] Integrated Forecasting System [IFS]) for 72 activated TCs over the Bien Dong Sea. …”
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The performance of the weather research & forecasting model (WRF) using ensemble method to predict weather parameters by Pratama Alvin, Oktaviana Ade A., Kombara Prawira Y., Isnaenda Ikhsan Muhammad

“…The analysis was carried out by looking at the values of the correlation coefficient, root mean square error (RMSE), and bias. From the weather forecast, WRF, with the sixth parameterization member, produces a better value than the others. …”
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Meteorological Data-Based Optimal Control Strategy for Microalgae Cultivation in Open Pond Systems by Riccardo De-Luca, Fabrizio Bezzo, Quentin Béchet, Olivier Bernard

“…The strategy investigated in this study uses weather forecast coupled to a detailed predictive model of algal productivity for online optimization of the rates of fresh medium injection and culture removal into and from the pond. …”
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Waypoint Position Optimization for Accurate Ground-Based Arrival Time Control of Aircraft by Noboru Takeichi

“…The models of flight time uncertainty and the arrival time control window were developed using the actual track and numerical weather forecast data. An optimization problem was formulated that defined the arrival time uncertainty at the terminal point as the objective function and numerically solved using sequential quadratic programming. …”
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Representation of Ethiopian Wet Spells in Global and Nested Models by Mark R. Jury, Sen Chiao

“…Weather forecast and reanalysis models exhibit different performance in daily rainfall estimation over the Ethiopian highlands, 2000–2012, with ECMWF closer to observations than other models. …”
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A big data framework for short-term power load forecasting using heterogenous data by Haibo ZHAO, Zhijun XIANG, Linsong XIAO

“…The power system is in a transition towards a more intelligent, flexible and interactive system with higher penetration of renewable energy generation, load forecasting, especially short-term load forecasting for individual electric customers plays an increasingly essential role in future grid planning and operation.A big data framework for short-term power load forcasting using heterogenous was proposed, which collected the data from smart meters and weather forecast, pre-processed and loaded it into a NoSQL database that was capable to store and further processing large volumes of heterogeneous data.Then, a long short-term memory (LSTM) recurrent neural network was designed and implemented to determine the load profiles and forecast the electricity consumption for the residential community for the next 24 hours.The proposed framework was tested with a publicly available smart meter dataset of a residential community, of which LSTM’s performance was compared with two benchmark algorithms in terms of root mean square error and mean absolute percentage error, and its validity has been verified.…”
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Predictability of tropical cyclone track density in S2S reforecast by Chi Lok Loi, Kai-Chih Tseng, Chun-Chieh Wu

“…Abstract In this study, we examine the predictability of tropical cyclone (TC) track density in the subseasonal-to-seasonal (S2S) reforecast ensembles of the European Centre for Medium-range Weather Forecasts (ECMWF) using the method of average predictability time (APT). …”
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An Intercomparison between ERA-Interim Reanalysis and Observed Precipitation in Northeast China by Jie Zhou, Junhu Zhao

“…Recently, the European Center for Medium-Range Weather Forecasts (ECMWF) released a new set of reanalysis data—ERA-Interim. …”
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New Role of Thermal Mapping in Winter Maintenance with Principal Components Analysis by Mario Marchetti, Lee Chapman, Abderrahmen Khalifa, Michel Buès

“…Furthermore, comparisons with numerical models indicate that this approach could yield a suitable verification method for the spatial component of road weather forecasts—a key issue currently in winter road maintenance.…”
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A High Accuracy Spatial Reconstruction Method Based on Surface Theory for Regional Ionospheric TEC Prediction by Jian Wang, Yi‐ran Liu, Ya‐fei Shi

“…We hope this method can provide ideas for the spatial reconstruction of other ionospheric parameters and further promote the realization of complete and accurate space weather forecast.…”
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