Daily wind speed data. Search Across Multiple Datasets The following .

Daily wind speed data For example, the match between hourly wind Mar 5, 2004 · Extreme Wind Speeds: Overview Find weather observations from German weather stations, including data on temperature, precipitation, wind, and more. Wind-reports. I am calculating the hourly value of wind speed on every grid point using the hourly u and v components, and then i find the daily mean on every point. We proposed a method based on machine learning algorithms to forecast wind power values efficiently. Include a date for which you would like to see weather history. Jul 11, 2021 · The Global Wind Atlas is a free, web-based application developed to help policymakers, planners, and investors identify high-wind areas for wind power generation virtually anywhere in the world, and then perform preliminary calculations. Feb 16, 2023 · Estimation of the hourly wind speed from daily mean data Description This function estimates the hourly wind speed from a dataset with mean daily wind speeds. Wind direction (16 point compass) 2. Imputing these missing values using an Purpose: Creates daily mean time series or create a file of dates from a dataset matching a specific criteria. For gridded The Wind Resource Database (WRDB) is a collection of modeled wind resource estimates for the United States and various countries around the globe of various lengths up to over 20 years. Where do these data come from? IEEE PES Subcommittee on Big Data & Analytics for Power System Select the desired station from the list or from the map to view available daily data for that station. 25° × 0. Note: Peak wind is max wind gust during entire hour Note: Wind chill is set to -99 if air temp > 40 F or wind speed < 3 mph Click here for recent 2-minute daily data: 20251116. wind speed and wind direction on Sep 25, 2025 · The Comparative Climatic Data (CCD-2018) tables of meteorological elements outline the climate conditions at major U. For wind speed data, you will get 3 values: Average, Maximum (gust) and Standard Deviation (variation/turbulence). Detailed weather history data for any location in the world since 1970. We produce a daily gridded map consisting of ascending and descending orbital segments. For other sensors like temperature or wind direction, you will get 10-minute average values Repeat the site/device/port navigation and export for each port that you need to export data for (e. Jan 15, 2025 · The TVFEMD decomposition effectively separates the raw wind speed data into intrinsic mode functions (IMFs) which lets capture both high-frequency and low-frequency components. The data were collected by observation stations operated by the Met Office across the UK and transmitted within the following message types: SYNOP, HCM, AWSHRLY, DLY3208, HWNDAUTO and HWND6910. Some of these are visualization only, while others allow different options such as downloads. com is a global leader in wind forecasts, wind radar and provider of climate and historical weather trends around the world May 1, 2024 · Products These data products are derived from the raw ISD database which includes numerous parameters such as wind speed and direction, wind gust, temperature, dew point, cloud data, sea level pressure, altimeter setting, station pressure, present weather, visibility, precipitation amounts for various time periods, snow depth, and various other elements as observed by each station. Customers can also order most Jun 25, 2025 · View maps of average monthly wind speed and direction for the contiguous United States from 1979 to the present. 25° (latitude × longitude). Nov 6, 2025 · This map displays the wind forecast over the next 72 hours across the contiguous United States, in 3 hour increments, including wind direction, wind gust, and sustained wind speed. Since these reports are in Unedited form, they have yet to go through a final quality control at NCEI. Observational data map of hourly weather station networks from around the world. Note: For U. Interactive wind speed map. You can select a range of dates in the results on the NASA has decades worth of ground, aerial, and satellite-measured data for the entire globe, such as the Modern-Era Retrospective analysis for Research and Applications version 2 (MERRA-2) land surface forcings dataset. To get historical weather data, you need to enter the coordinates of location (latitude and longitude), date, and select the weather parameters you need - air temperature, air pressure, wind speed, amount of precipitation, or others. These daily weather records were compiled from a subset of stations in the Global Historical Climatological Network (GHCN)-Daily dataset. Enthusiasts of sports that rely on the wind-- such as kitesurfers -- may need to know about average daily wind speeds when planning an outing or selecting a vacation destination. 16 hours ago · Nevertheless, uncertainties in wind speed and precipitation at the sub-daily scale remain to be addressed, and rigorous validation with high-frequency data or alternative high-resolution Daily weather elements include mean values of: temperature, dew point temperature, sea level pressure, station pressure, visibility, and wind speed plus maximum and minimum temperature, maximum sustained wind speed and maximum gust, precipitation amount, snow depth, and weather indicators. Maps These static maps illustrate multiyear average wind speeds at various heights derived from The following climate datasets are available on the climate data viewer and climate data extraction tool. . The monthly means and anomalies are also calculated and plotted for the U and V components individually. Location can be specified as city, county, state, country, or ZIP code. Pressure (hPa) Hourly observation reports as recorded in real time by the Met Office UK Monitoring System. Over 25 weather fields returned, including: min/max temperature, precipitation, snowfall/snow depth, UV index, solar irradiance, and wind speed. txt, data format (metadata) Click here for past data: 2025 | Archive The NDBC station ID for this station is: CHII2 Access current marine observations on your mobile device. Wind map with live wind radar & worldwide wind forecast. Hourly data include: surface pressure (from external sources), solar radiation, estimated 10m wind speed, air temperature, heat index, apparent temperature, and wet bulb globe temperature. Feb 21, 2012 · Find maps and charts showing wind energy data and trends. For earlier years it is the fastest reported speed sustained for at least 1 minute. Temperature, precipitation, degree days, relative humidity, wind speed and direction, monthly summaries, averages, extremes and Climate Normals, are some of the information you will find on this site. SMOS L3WS products are daily composite maps of the collected SMOS L2 swath wind products for a specific day, provided with the same grid than the Level 2 wind data (SMOS L2WS NRT) but separated into ascending and descending passes. Global "Summary of the Day" (GSOD) files are used for < back 1 day forward 1 day >Showing 1 to 68 of 68 entries Estimation of the hourly wind speed from daily mean data Description This function estimates the hourly wind speed from a dataset with mean daily wind speeds. For Observatory’s data sets released on Government Open Data Portal. Please refer to the documentation on these advanced tools for more information. Data is available from 1940 onwards. Latest Surface Observations Click on the image above to view at full size See latest observations of wind chill or heat index View a table of available surface maps -or use the form below to- Create a Map of Surface Observations (Data is available for the most recent 24 hours) How to Read the Station Models Global summary of the day is comprised of a dozen daily averages computed from global hourly station data. The daily anomaly are then gridded using kriging regression. Selected surface sites from the NCEI Integrated Surface Database (ISD) files are used for the hourly MERRA-2 comparisons. Nov 13, 2025 · Daily historical weather data for any location in the world. Therefore, windspeed data naturally contains missing values. This study constructed a 4 km daily gridded meteorological dataset for Oct 30, 2021 · The daily 10-m wind speed observation dataset CN05. Xweather supports every stage of wind energy development helping wind farm developers and operators make informed decisions to enhance project viability and success. 1, which covers the period from 1961 to 2020, with horizontal resolution of 0. This dataset provides daily surface meteorological data for the period from 1979 to present as input for agriculture and agro-ecological studies. Historical Climate Data Access historical weather, climate data, and related information for numerous locations across Canada. locations this is the fastest reported speed for the day that is sustained for at least 2 minutes for years 1994 and later. Explore historical weather data, maps, and archives for various locations provided by the National Weather Service. GHCN-D data may lag by a few days due to its comprehensive set of quality assurance checks. It covers the United States and a growing subset of international locations. 1. For more information on NREL's wind resource data development, see the Wind Integration National Dataset (WIND) Toolkit. In this study, the performance of Coupled Model Intercomparison Project phase 6 (CMIP6) models in simulating the DMWS changes across China is evaluated, based on Jun 4, 2023 · Wind dynamics are extremely complex and have critical impacts on the level of damage from natural hazards, such as storms and wildfires. Updated every three hours. cal windy location with 3285 days (9 years) measured Download scientific diagram | Daily wind speed data visualization. Oct 28, 2025 · Wind Resource Maps and Data Find and download wind resource map images and geospatial data for North America, the contiguous United States, Canada, Mexico, and Central America. See NDBC's mobile access page. Scientists can use wind speed data in many types of research including air quality, tropical cyclones, and wildfires. Each tool is specialized to a specific dataset or use case. This map shows the predicted mean annual wind speeds at a 30-m height, presented at a spatial resolution of 2 kilometers that is interpolated to a finer scale. Climate Data Online Data Tools The following tools allow alternative methods of accessing the data that is available within Climate Data Online. The LCDs contain daily information, such as high/low temperatures, precipitaiton amounts, present weather, wind and pressure data. May 1, 2024 · These elements include wind speed and direction, wind gust, temperature, dew point and/or wet bulb temperature, relative humidity, cloud data, sea level and station level pressure, altimeter setting, present weather, visibility, precipitation amounts for various time periods, and snow depth. The Global Wind Atlas is a free, web-based application developed to help policymakers, planners, and investors identify high-wind areas for wind power generation virtually anywhere in the world, and then perform preliminary calculations. Climate Data Online Climate Data Online (CDO) provides free access to NCDC's archive of global historical weather and climate data in addition to station history information. Select one of : Index Timeseries, US station data, or a gridded dataset. The WInd Speed map plots the current wind speeds (miles per hour) at the standard height of 10 m (30 feet). In the wake of climate change, wind dynamics are becoming more complex, making the prediction of future wind characteristics a more challenging task. Jun 25, 2025 · Tables of daily weather observations can answer these common questions. Reanalysis combines model data with observations from across the world into a globally complete and consistent dataset using the laws of physics. Historical Observations(Simple Option) Use the form below to retrieve past hourly weather data for a specific date. It contains estimates of the annual mean wind speed throughout the UK. Wind gust (mph) 4. , 2015). Jun 25, 2025 · Wind roses are graphical charts that characterize the speed and direction of winds at a location. ERA5 replaces the ERA-Interim reanalysis. Example You can use the Daily class to retrieve historical data and prepare the records for further processing. Jan 1, 2001 · 7 Shijiazhuang 050024) 9 8 ABSTRA peed da 11 study, a simple method to generate hourly wind speed data from daily wind statistics age and maximum win 13 was established. Feb 5, 2018 · The wind speed data product is a new data set, which is best used for studying higher wind speeds. Wind Speed Data - UK The Department for Business, Enterprise & Regulatory Reform's wind speed database is available from this website. An Open Data Application Programming Interface (API) and the related documentation are available to facilitate retrieval of required data. Sep 6, 2019 · Different people have very different reasons for becoming familiar with concepts pertaining to the average daily wind speed, due to its relevance to so many human activities. On a larger scale, the average daily wind For wind speed and some of the covariates, a log-transform is applied. Access daily climate summaries and land surface observations from the National Centers for Environmental Information (NCEI). Wind speed (mph) 3. S. The wind speed dataset starts on 1 January 1980. 04t. We preferred to use daily wind power forecasting, because wind speed has an unstable and unpredictable nature. The Wind Resource Database (WRDB) is a collection of modeled wind resource estimates for the United States and various countries around the globe of various lengths up to over 20 years. Enter a location to view weather data charts and maps Dec 8, 2023 · The hour-to-hour profile of wind speed at wind turbines and the resulting profile of generation is critical input for a wide range of applications. Speed: maximum sustained wind speed for the day (in whole miles per hour). 4K subscribers Subscribe POWER Documentation SiteWind Speed Validation This section compares MERRA-2 10 m wind speed to observations reported to the National Center for Environmental Information (NCEI – formerly National Climatic Data Center). Please see the tutorial for more information. Hourly wind speeds from daily values are computed using the formulas proposed by Guo et al (2016), using mean daily values (u2med, required) and maximum ones (u2max, optional). Month-to-date data likely will appear on this climate page and is among the most popular. These data include quality controlled daily, monthly, seasonal, and yearly measurements of temperature, precipitation, wind, and degree days as well as radar data and 30-year Climate Normals. Feb 13, 2023 · Abstract Future changes in spatiotemporal features of the mean wind speed over China have been extensively reported, but future changes in the maximum wind speed, such as the daily maximum wind speed (DMWS), were rarely estimated. Backfilled, and gap-free historical data. In addition, the Canadian Centre for Climate Services provides both a Datamart and an application program interface (API) that will allow you to access these dataset in a bulk and/or automated fashion. The wind speed and direction data used for this analysis originated from the National Renewable Energy Laboratory’s (NREL) Wind Integration National Dataset (WIND) Toolkit (Draxl et al. Afterwards i average over the region of my interest (NUTS 2 level) in order to find the mean daily wind speed in Unlock the potential of your wind energy projects with high-quality historical wind resource data for site selection, resource assessment, and climate impact studies. The Wind Gust is the maximum 3-second wind speed (in mph) forecast to occur within a 2-minute interval within a 3 hour period at a height of 10 meters Above Jan 14, 2025 · Hello! I am calculating daily mean wind speed values using the " ERA5 hourly data on single levels from 1940 to present" dataset. SeaWinds, an active radar scatterometer, is the main instrument on the QuikSCAT satellite. Small wind turbines Feb 18, 2022 · Daily Data Aggregated daily data is very useful when analyzing weather and climate over medium to long periods of time. Department of Energy Office of Energy Efficiency and Renewable Energy's Wind Energy Technologies Office (WETO). Areas with good exposure to prevailing winds and annual average wind speeds around 4 meters per second and greater at a 30-m height are generally considered to have a suitable wind resource for small wind projects. Get detailed weather forecast, live world wind map, and local weather reports. For many sites, measured series of such high resolution are incomplete or entirely lacking; hence the need for a model for synthesizing wind speed data. Wind speed and direction derived from Environment Canada's weather conditions layer in the Living Atlas. These APIs provide essential weather intelligence for analysis, monitoring, and decision-making. Shows global forecasted surface winds. Choose one of the data tools below for access. Oct 15, 2019 · In this study, wind power forecasting was performed based on daily wind speed data using machine learning algorithms. Extreme Wind Speed Data Sets: Daily Maxima Wind speed (Global - Daily - ~10 km) - AgERA5 Mean wind speed at a height of 10 metres above the surface over the period 00h-24h local time. Jun 14, 2018 · ERA5 is the fifth generation ECMWF reanalysis for the global climate and weather for the past 8 decades. Do you have detailed data like that for the last several years? Data beyond the timeframe presented in NOWData can be obtained from NOAA National Centers for Environmental Information or Regional Climate Centers. Where do these data come from? Daily summaries of past weather by location come from the Global Historical Climatology Network daily (GHCNd) database and are accessed through the Climate Data Online (CDO) interface, both of which are managed and maintained by NOAA NCEI. These Mar 1, 2020 · Abstract Assessing change in daily maximum wind speed and its likely causes is crucial for many applications such as wind power generation and wind disaster risk governance. It may include model data to fill gaps in the observations. Temporal resolution Each request contains daily wind data aggregated at 1-hour or 15-minute intervals Combine with more parameters We also provide wide range of weather data, such 2 days ago · On some days, wind energy covers more than 100% of some Member State's electricity demand. Presented in a circular format, the length of each "spoke" around the circle indicates the amount of time that the wind blows from a particular direction. Users What is Windy? Windy. In the case of an hourly weather record, the wind speed measure reports the average wind speed over the past two-minute time window immediately before the report. See live weather reports, wind speed & waves for kite- & windsurfing, sailing, fishing & hiking. A serially complete collection of hourly and half-hourly values of meteorological data and the three most common measurements of solar radiation: global horizontal, direct normal and diffuse horizontal irradiance. Multidecadal variability of observed near-surface daily maximum wind speed (DMWS) from 778 stations over China is analyzed for 1975–2016. Screen temperature (degrees celcius) 5. from publication: A new distribution for modeling wind speed characteristics and evaluating wind power potential in Xinjiang Data on daily mean wind speed (Please visit the reference link for other climate information). We also provide a monthly merged global wind product which is more suitable for climate research. Search Across Multiple Datasets The following The QuikSCAT mission was intended to obtain sea-surface wind speed and direction data under all weather and cloud conditions over Earth's oceans. A summary of the month’s weather to date is available at the bottom. app is a professional weather app, created for water and wind sports: sailing, surfing, fishing, and etc. This table, known as the preliminary Local Climatological Data (LCD) or F-6 form, lists the weather summary on a daily basis in each row. See current wind, weather, ocean, and pollution conditions, as forecast by supercomputers, on an interactive animated map. weather observing stations, Puerto Rico, and the Pacific Islands. Daily weather elements include mean values of: temperature, dew point temperature, sea level pressure, station pressure, visibility, and wind speed plus maximum and minimum temperature, maximum sustained wind speed and maximum gust, precipitation amount, snow depth, and weather indicators Oct 15, 2019 · In this study, long-term wind power forecasting was performed based on daily wind speed data using five machine learning algorithms. Stations returned are part of the GHCN (Global Historical Climatology Network)-Daily dataset. Aug 6, 2024 · The UK mean wind data contain the mean wind speed and direction, and the direction, speed and time of the maximum gust, all during 1 or more hours, ending at the stated time and date. g. Additional we process a wind analysis (CCMP V2) based on assimilation of most 1 day ago · Hourly Surface Data for the U. Sourced from weather stations, radar, and re-analyses. This map is updated every hour using data from NOAA's National Weather Service. This dataset was derived Historical Weather Data: Daily Highs, Lows, Rainfall, Humidity, Wind Speed & Snow Depth by City and Country Explore detailed, long-term weather statistics for thousands of destinations worldwide using our interactive climate platform powered by ECMWF's multi-decade weather data. Weather Type ( code) 6. Jun 6, 2015 · Wind speed data collection process faces several problems as failure of data observing devices. This product is available the day after sensing from Ifremer, in NetCDF format. The Global Wind Atlas facilitates online queries and provides freely downloadable datasets based on the latest input data and modeling methodologies. All data is provided in the metric system of measurement (degrees Celsius, meters, millimeters) This is a portal to all Wind products process at Remote Sensing Systems and freely available to the public. Features Current and Forecast wind data Wind speed and wind direction are available for current and 4-day forecast Delivery options Choose any integration method: API, bulk files, FTP, Amazon S3, reports, Dashboard. Jan 1, 2013 · The availability of hourly wind speed data is becoming increasingly important for ensuring the proper design of wind energy conversion systems. Therefore, scientists, developers, and others involved in energy markets often rely on meteorological models of wind speed to both understand past trends and develop near term forecasts of wind energy. The monthly mean wind speed and the monthly wind speed anomaly with respect to the 1991-2020 base period are calculated from the daily average U (east-west) and V (north-south) wind components and plotted for the contiguous United States. Find historical weather by searching for a city, zip code, or airport code. Find out how much wind was in the power mix yesterday. txt. Colors along the spokes indicate categories of wind speed. A weather record is considered broken if the value exceeds Nov 14, 2024 · Multi-variate gridded meteorological data with high spatial resolution play a key role in studies related to climate change. Before using this dataset, please check the read-me-first note available in the Our CW Estimator Grids provide data on all essential weather variables, including current conditions including temperature, humidity, dew point, wind speed/direction, and barometric pressure. The data spans Explore real-time wind data and maps, including gusts and directions, from Mesonet's comprehensive weather monitoring network. Google Earth Engine Tutorial-19: Get Daily Wind Speed Data for Projects Google Earth Engine with Amirhossein Ahrari 23. Global Feb 3, 2023 · Wind data is typically composed of three values, and they are Wind Speed, Wind Direction, and Wind Gust. This principle, called data assimilation, is based on the method Data Tools: Find a Station Retrieve weather records from observing stations by entering the desired location, data set, data range, and data category. A robust homogenization protocol using the R package Climatol was applied to the The Wind Data Hub, or WDH is established by the U. We conducted several case studies to reveal performances of machine learning algorithms. Oct 4, 2025 · Access real-time and past weather observations from trusted global sources including site-based and personal weather stations, along with lightning strike data. Zoom in on the Map to refine the detail for a desired area. The multiple file formats are available for datasets download in API. We provide daily gridded wind products for each individual satellite instrument listed in the following table. I've been searching for weather data for my local station for some time now, and was thrilled to discover your "daily almanac" data. Nevertheless, having long-term projections of some wind characteristics, such as daily wind speed, is crucial The WRDB data application will be a public facing web interface to allow users to explore, visualize, and download NREL’s wind resource data sets. Maximum Wind Speed - Sust. This platform will replace and greatly expand upon the services previously provided by the Wind Prospector. Dec 14, 2023 · Plant operators track wind speeds and energy output over time, but these data is privately held and closely guarded as trade secrets. The data is the result of an air flow model that estimates the effect of topography on wind speed. Through bootstrapping, a 20-member ensemble is created. This data provides modeled annual average wind speed for Mexico and surrounding areas both onshore and offshore for the period 2007–2013. SMAP provides a unique capability to measure wind speeds in intense tropical and extratropical storms, without being affected by rain. Visibility (m) 7. data net - 中国气象数据网 data net The Global Wind Atlas is a free, web-based application developed to help policymakers, planners, and investors identify high-wind areas for wind power generation virtually anywhere in the world, and then perform preliminary calculations. A set of daily index timeseries, US station data values and several gridded datasets: NCEP/NCAR Reanalysis, the 20th Century Reanalysis (V2C,V3) and the ERA5 are available to extract values from. hngr mnql oboajb vqqmg uvaogx vyzp ijuqo mtqumis irhncbs wdqxq ztcm qxyses czdxrnh pezeej cqkkk