The Weather On-Demand Framework by Ólafur Rögnvaldsson, Karolina Stanislawska, João A. Hackerott

“…In addition to being able to create short- to medium-range weather forecasts for any location on the globe, users are granted access to a plethora of both global and regional weather forecasts and observations, as well as seasonal outlooks from the National Oceanic and Atmospheric Administration (NOAA) in the USA through WOD integrated-APIs. …”
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An overview of the transboundary dust events in southeastern Turkmenistan near the border of Iran (Sarakhs-Badkhyz region) by Mohammad Reza Mansouri Daneshvar, Seyed Javad Rasouli, Aliasghar Dehqanpour Aliaqa

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Error Correction of Meteorological Data Obtained with Mini-AWSs Based on Machine Learning by Ji-Hun Ha, Yong-Hyuk Kim, Hyo-Hyuc Im, Na-Young Kim, Sangjin Sim, Yourim Yoon

“…Severe weather events occur more frequently due to climate change; therefore, accurate weather forecasts are necessary, in addition to the development of numerical weather prediction (NWP) of the past several decades. …”
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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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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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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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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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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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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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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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Atmospheric Contributors to Heavy Rainfall Events in the Arkansas-Red River Basin by Taylor A. McCorkle, Skylar S. Williams, Timothy A. Pfeiffer, Jeffrey B. Basara

“…The implications of this research are aimed at improving the forecasting of heavy precipitation at individual weather forecasts offices within the basin through the identified patterns at various scales.…”
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Developing indoor heat-health warning systems for vulnerable populations by Choo-Yoon Yi, Chengzhi Peng

“…Heat health warning systems (HHWSs) are weather-(forecast)-based alert system designed to notify decision-makers and the public about upcoming heat events. …”
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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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