Weather station ≈ Weather stationWeather station
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Identifying the best climatic predictors in ecology and evolution Open
Summary Ecologists and many evolutionary biologists relate the variation in physiological, behavioural, life‐history, demographic, population and community traits to the variation in weather, a key environmental driver. However, identifyin…
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Comparative Study on KNN and SVM Based Weather Classification Models for Day Ahead Short Term Solar PV Power Forecasting Open
Accurate solar photovoltaic (PV) power forecasting is an essential tool for mitigating the negative effects caused by the uncertainty of PV output power in systems with high penetration levels of solar PV generation. Weather classification…
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The automatic weather stations NOANN network of the National Observatory of Athens: operation and database Open
During the last 10 years, the Institute for Environmental Research and Sustainable Development of the National Observatory of Athens has developed and operates a network of automated weather stations across Greece. The motivation behind th…
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Hyperlocal mapping of urban air temperature using remote sensing and crowdsourced weather data Open
The impacts of climate change such as extreme heat waves are exacerbated in cities where most of the world's population live. Quantifying urbanization impacts on ambient air temperatures (Tair) has relevance for human health risk, building…
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Programme for Monitoring of the Greenland Ice Sheet (PROMICE) automatic weather station data Open
The Programme for Monitoring of the Greenland Ice Sheet (PROMICE) has been measuring climate and ice sheet properties since 2007. Currently, the PROMICE automatic weather station network includes 25 instrumented sites in Greenland. Accurat…
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Assessment of NASA/POWER satellite‐based weather system for Brazilian conditions and its impact on sugarcane yield simulation Open
The gridded database provided by National Aeronautics and Space Administration/Prediction of World Wide Energy Resources (NASA/POWER) presents a global coverage of complete weather data at horizontal resolution of 1° latitude–longitude, be…
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Quality Control for Crowdsourced Personal Weather Stations to Enable Operational Rainfall Monitoring Open
Automatic personal weather stations owned and maintained by weather enthusiasts provide spatially dense in situ measurements that are often collected and visualized in real time on online weather platforms. While the spatial and temporal r…
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Spatial interpolation of climate variables in Northern Germany—Influence of temporal resolution and network density Open
Study region: Region in Lower Saxony (North Germany) covered by the measuring range of the weather radar device located near Hanover (approx. 50.000 m2). Study focus: This study investigates the performance of various spatial interpolation…
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A Two-Step Approach to Solar Power Generation Prediction Based on Weather Data Using Machine Learning Open
Photovoltaic systems have become an important source of renewable energy generation. Because solar power generation is intrinsically highly dependent on weather fluctuations, predicting power generation using weather information has severa…
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From grid to field: Assessing quality of gridded weather data for agricultural applications Open
High quality measured weather data (MWD) are not available in many agricultural regions across the globe. As a result, many studies that dealt with global climate change, land use, and food security scenarios and emerging agricultural deci…
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High-resolution impact assessment of climate change on building energy performance considering extreme weather events and microclimate – Investigating variations in indoor thermal comfort and degree-days Open
Climate change and urbanization are two major challenges when planning for sustainable energy transition in cities. The common approach for energy demand estimation is using only typical meso-scale weather data in building energy models (B…
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Fine‐grain, large‐domain climate models based on climate station and comprehensive topographic information improve microrefugia detection Open
Large‐domain species distribution models (SDMs) fail to identify microrefugia, as they are based on climate estimates that are either too coarse or that ignore relevant topographic climate‐forcing factors. Climate station data are consider…
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Impact of weather changes on air quality and related mortality in Spain over a 25 year period [1993–2017] Open
Climate change is a major public health concern. In addition to its direct impacts on temperature patterns and extreme weather events, climate change affects public health indirectly through its influence on air quality. Pollution trends a…
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Heat and Humidity in the City: Neighborhood Heat Index Variability in a Mid-Sized City in the Southeastern United States Open
Daily weather conditions for an entire city are usually represented by a single weather station, often located at a nearby airport. This resolution of atmospheric data fails to recognize the microscale climatic variability associated with …
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Comparing CFSR and conventional weather data for discharge and soil loss modelling with SWAT in small catchments in the Ethiopian Highlands Open
Accurate rainfall data are the key input parameter for modelling river discharge and soil loss. Remote areas of Ethiopia often lack adequate precipitation data and where these data are available, there might be substantial temporal or spat…
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Moving towards a Network of Autonomous UAS Atmospheric Profiling Stations for Observations in the Earth’s Lower Atmosphere: The 3D Mesonet Concept Open
The deployment of small unmanned aircraft systems (UAS) to collect routine in situ vertical profiles of the thermodynamic and kinematic state of the atmosphere in conjunction with other weather observations could significantly improve weat…
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Improving Short-Term Heat Load Forecasts with Calendar and Holiday Data Open
The heat load in district heating systems is affected by the weather and by human behavior, and special consumption patterns are observed around holidays. This study employs a top-down approach to heat load forecasting using meteorological…
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Using recurrent neural networks for localized weather prediction with combined use of public airport data and on-site measurements Open
Weather data is a crucial input for myriad applications in the built environment, including building energy modeling and daylight analysis. Building science practitioners and researchers have been able to select from a variety of weather f…
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Converting snow depth to snow water equivalent using climatological variables Open
We present a simple method that allows snow depth measurements to be converted to snow water equivalent (SWE) estimates. These estimates are useful to individuals interested in water resources, ecological function, and avalanche forecastin…
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Photovoltaic Power Prediction Using Artificial Neural Networks and Numerical Weather Data Open
The monitoring of power generation installations is key for modelling and predicting their future behaviour. Many renewable energy generation systems, such as photovoltaic panels and wind turbines, strongly depend on weather conditions. Ho…
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Arduino based weather monitoring system Open
Weather gives a clear idea about the atmosphere around us. It is mainly defined by the temperature and moisture present in air. The project now proposed was based on the ideology of using both science and technology on same platform …
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Comparative Study of Different Stochastic Weather Generators for Long-Term Climate Data Simulation Open
Climate is one of the single most important factors affecting watershed ecosystems and water resources. The effect of climate variability and change has been studied extensively in some places; in many places, however, assessments are hamp…
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Observed and Simulated Lake Effect Precipitation Over the Tibetan Plateau: An Initial Study at Nam Co Lake Open
Thousands of lakes are located on the Tibetan Plateau. However, few studies examine the impacts of these lakes on local climate. To investigate lake effect precipitation over the plateau environment, we take Nam Co Lake as a case study, du…
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Smart Weather Data Management Based on Artificial Intelligence and Big Data Analytics for Precision Agriculture Open
Smart management of weather data is an essential step toward implementing sustainability and precision in agriculture. It represents an important input for numerous tasks, such as crop growth, development, yield, and irrigation scheduling,…
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Designing the Optimal Configuration of a Small Power System for Autonomous Power Supply of Weather Station Equipment Open
Autonomous power systems serving remote areas with weather stations with small settlements are characterized by a fairly high cost of generating electricity and the purchase and delivery of fuel. In addition, diesel power plants require re…
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Combining High-Resolution Land Use Data With Crowdsourced Air Temperature to Investigate Intra-Urban Microclimate Open
The spatial variability of land cover in cities results in a heterogeneous urban microclimate, which is often not represented with regulatory meteorological sensor networks. Crowdsourced sensor networks have the potential to address this s…
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Hydrometeorological Monitoring Using Opportunistic Sensing Networks in the Amsterdam Metropolitan Area Open
The ongoing urbanization and climate change urges further understanding and monitoring of weather in cities. Two case studies during a 17-day period over the Amsterdam metropolitan area, the Netherlands, are used to illustrate the potentia…
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Real-Time Weather Monitoring and Prediction Using City Buses and Machine Learning Open
Accurate weather data are important for planning our day-to-day activities. In order to monitor and predict weather information, a two-phase weather management system is proposed, which combines information processing, bus mobility, sensor…
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High-resolution urban observation network for user-specific meteorological information service in the Seoul Metropolitan Area, South Korea Open
To improve our knowledge of urban meteorology, including those processes applicable to high-resolution meteorological models in the Seoul Metropolitan Area (SMA), the Weather Information Service Engine (WISE) Urban Meteorological Observati…
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Microclimate Data Improve Predictions of Insect Abundance Models Based on Calibrated Spatiotemporal Temperatures Open
A large body of literature has recently recognized the role of microclimates in controlling the physiology and ecology of species, yet the relevance of fine-scale climatic data for modeling species performance and distribution remains a ma…