models. Use SWDI web services to automate queries, or integrate data into your own application. Select the desired station from the list or from the map to view available daily data for that station. Weather forecasts, nowcasts and history in a fast and elegant way. One source, one interface: Query multiple parameters simultaneously for single or multiple sites, routes and areas. How much rain fell over the weekend? Watch our culture video to learn more. Enables an infinite number of accesses per day, Offers a WMS and WFS interface and several other formats, Delivers forecasts with an average response time of 20 to 30 ms, depending on the query, Works securely with HTTP basic authentication and is HTTPS supported, As a RESTful API: Conveniently query weather data via URL. Start your project, trial or comparison in a few seconds: the free trial access is available immediately after registration and you can get started straight away. We know the market and offer a high level of detailed knowledge. In addition, we offer first-class support that will be happy to help you at any time by email, phone or live chat up to 24/7. This free PC software is developed for Windows XP/7/8/10/11 environment, 32-bit . Use the search bar to enter a location of interest (name, address, zip code, etc.). APIs Much of the automatically derived data in SWDI is from radar data that represents probable conditions for an event rather than a confirmed occurrence. relevant to your problem quickly and easily. You may want to check out more software, such as Weather Defender, Tray Weather Forecast or Weather Station Data Logger, which might be related to Weather Database. The output JSON is formatted as follows. Detailed histories of station locations are available at the Historical Observing Metadata Repository (HOMR). The Meteomatics weather API contains data on weather and climate. Low 47F. Winds light and variable. The README on Github comprises the Weather Analysis portion of the project. Weather data can also be easily obtained via a link with Using the API you can We are happy to support open projects with open source code. In your script you may want to extract these as parameters to the script. 2012 2022 OpenWeather All rights reserved, 8,000+ OpenWeatherMap weather API repositories on GitHub, Google Weather-Based Campaign Management with OpenWeatherMap API, Connect your weather station to OpenWeatherMap, Get weather data for free for open source project, Vegetation indicies statistics by each recognised field, Climate data for regions and particular field, Vegetation indices and Historical NDVI chart, Current, Forecast and Historical weather data. Chance of rain 40%. Get quick and easy access to the world's most accurate weather, marine, environmental and climate data for every coordinate on Earth. PS It also supports things like from A import foo, from A import * etc with our weather API. Use the power of our weather API with our Business API package. Of course, you can get unlimited access to all information at any time by upgrading to the paid full version of the Business API package. Learn more about bidirectional Unicode characters, "text": " ID Name Date Time Event Status Latitude Longitude Maximum Wind Minimum Pressure Low Wind SW Low Wind NW Moderate Wind NE Moderate Wind SE Moderate Wind SW \\\n0 EP011949 UNNAMED 19490611 0 TS 20.2N 106.3W 45 -999 -999 -999 -999 -999 -999 \n1 EP011949 UNNAMED 19490611 600 TS 20.2N 106.4W 45 -999 -999 -999 -999 -999 -999 \n2 EP011949 UNNAMED 19490611 1200 TS 20.2N 106.7W 45 -999 -999 -999 -999 -999 -999 \n3 EP011949 UNNAMED 19490611 1800 TS 20.3N 107.7W 45 -999 -999 -999 -999 -999 -999 \n4 EP011949 UNNAMED 19490612 0 TS 20.4N 108.6W 45 -999 -999 -999 -999 -999 -999 \n\n Moderate Wind NW High Wind NE High Wind SE High Wind SW High Wind NW \n0 -999 -999 -999 -999 -999 \n1 -999 -999 -999 -999 -999 \n2 -999 -999 -999 -999 -999 \n3 -999 -999 -999 -999 -999 \n4 -999 -999 -999 -999 -999 \n\n[5 rows x 22 columns]\n". As the code demonstrates, you should enter your API key to set the value of the variable ApiKey. The Weather API is the uniform access point to a database of global weather data for any application, any industry, any institution and any national weather service, faster and more efficiently than traditional weather database systems. Winds light and variable. Schiffbauerdamm 40, Bro 4401 For professionals and specialists with middle and large sized project, we recommend our Professional collections. progressbar import ProgressBar import forecastio import numpy as np """ Forecastio is a great website for grabbing weather data. Torquay In more advanced cases, different tables may be useful to include some of the data that specific to historical data or forecast data. Get Involved: Climate Choices Issue Guide, CoCoRaHS Community Collaborative Rain, Hail and Snow Network: Citizen Scientists Track Precipitation. Check what the weather was like on specific dates in history: did a snowstorm affect voter turnout on an election day? Our first Weatherbase companion site. At Meteomatics, we see ourselves as the point of contact for the world's best weather data. Winds SSE at 5 to 10 mph. Partly cloudy. Weather forecasts, for example, are delivered too late and are then mostly useless. Open source, i.e. are available on GitHub for all common programming languages. Detailed forecasts available by city name, city ID, geographic coordinates or postal/ZIP code. A mainly sunny sky. Our first step is to create a MySQL database and create an empty table within the new database where the weather data will reside. Get the weather data that is Searching by zip code will yield no results if there is no weather station within that zip code, but you can easily expand your search to a city or county. SWDI includes multiple search and access methods for records that cover particular time periods and geographic regions. Powerful editors allow you to quickly design all aspects of your database: Forms, Reports, Queries, Formulas, Scripts, etc. technology, we can deliver the most accurate and up-to-date weather data Ogre.AI Realizes Significant Costs Savings in the Energy Industry by Integrating Meteomatics Api into Its Power Forecasts, Airbus Zephyr Goes Beyond the Troposphere - Made Possible by High-Quality Weather Data from Meteomatics, Heimdall Power Increases Transmission Capacity of High-Voltage Power Lines by 25% on Average Using Weather Data from Meteomatics, Successful Integration of Meteomatics Weather Data into Pi System Enables Numerous New Use Cases for Osisoft Users, Safe Autonomous Flying - Thanks to Data from Meteomatics Api. Instantly share code, notes, and snippets. Contact us if you have questions about specific industry applications or would like advice from our experts! The next section of code creates the Weather API request from the parameters, submits the request to the server and then parses the result. The meteocache matches the data in time and space and ensures that the weather API can return the requested data query efficiently and very quickly despite the size and format of the original data set. GFS, ECMWF, DWD, MeteoFrance, UKMetoffice and many more) and more than 1800 weather parameters. The database provides support for the ES, CIE and Perez all-weather sky A set of stations from that location will be displayed (if any exist). Use `zero_division` parameter to control this behavior.\n _warn_prf(average, modifier, msg_start, len(result))\nC:\\ProgramData\\Anaconda3\\lib\\site-packages\\sklearn\\metrics\\_classification.py:1245: UndefinedMetricWarning: Precision and F-score are ill-defined and being set to 0.0 in labels with no predicted samples. Cannot retrieve contributors at this time. This project was done using Numpy, Pandas, MatPlotLib, and Seaborn for analysis, SQLAlchemy serving to connect to a SQLite database I created from CSVs I cleaned, and Flask to generate a mini-API. Partly cloudy. Help.FastHosts.UK has a fine tutorial, but fails to mention the delimiter selection that would allow an .ipynb file to be imported. Finally, we had some errors about missing libraries for dns so we had to install DNSPython. Our interface is thus considered the gateway to the largest database of historical weather data, forecast data and climate data worldwide. To review, open the file in an editor that reveals hidden Unicode characters. Ideal for hobby enthusiasts with low requirements, the basic weather data is suitable for use in non-commercial applications. Can anyone tell me how to reimport data from an .ipynb stream back into SQL Server?. If you have further questions or comments about the GHCN data or the Climate Data Online interface, you can send an email to NOAA NCEI at ncei.orders@noaa.gov or call them at 1-828-271-4800. Tel. To review, open the file in an editor that reveals hidden Unicode characters. OpenWeather is a team of IT experts and data scientists that has been practising deep weather data science. free, data connectors Only historical weather data and climate data are not available in the test version. Please try again, if the issue is persistent please contact us. Our different ways of requesting weather data make it possible to obtain the most accurate information on the weather situation of the respective location or route. In addition, it includes a realtime currency converter for more than 150 currencies. We are looking for new talents who are passionate about weather and technology. The weather API can be used in many ways and must deliver different values depending on the use case. Use `zero_division` parameter to control this behavior.\n _warn_prf(average, modifier, msg_start, len(result))\nC:\\ProgramData\\Anaconda3\\lib\\site-packages\\sklearn\\metrics\\_classification.py:1245: UndefinedMetricWarning: Precision and F-score are ill-defined and being set to 0.0 in labels with no predicted samples. Leaving everything behind, people are fleeing conflict in Ukraine. 1,000 API calls per day for free! The Severe Weather Data Inventory (SWDI) is an integrated database of U.S. severe weather records that provides access to data from a variety of sources in the NCEI archive. In our first example, we are going to create a Python script that we can run at regular intervals to retrieve the weather forecast data. Read 13 answers by scientists to the question asked by Abin Thomas on Aug 3, 2012 This free program is an intellectual property of Lighting Analysts, Inc. In this article, weve seen how easy it is to insert weather data into a database such as MySQL. Low 47F. Low 47F. The map depicts the current location of each station. 15 map layers include the most useful data, such as precipitation, clouds, pressure, temperature, wind, and many more. Get the weather data that is relevant to your problem quickly and easily. High 68F. How to import weather forecast data and historical weather data into a MySQL database. can be output in all common file formats. To create the table, we use the following script. You can also switch the query between forecast and history weather data. For the free version, they're only allowing 1000 . Weather has a major impact on daily life (consumption, behaviour, etc.) With our weather API, the otherwise complex weather data is played out in a simplified way and makes it usable for every application. (subscriptions with various limits on calls/min, data availability, and service), Prepared bulks Resolution global for 1 hour and 90 meters, historical data back to 1979, including historical forecast data, Resolution global for 5 minutes and 90 meters. Contact us today to get professional advice on how we can also improve your business. Winds NNE at 5 to 10 mph. GHCN-D data may lag by a few days due to its comprehensive set of quality assurance checks. our weather API. High 67F. The weather API offers convenient access to a wide range of weather data and can be integrated into existing or your own systems with just a few lines of code. The top-level includes locations and columns information. The data you will be handling was collected by a NOAA weather station located at the John F. Kennedy International Airport in Queens, New York.\n\nYour task is to provide a high level analysis of weather data in JFK Airport. Please enable JavaScript to view the comments powered by Disqus. High 62F. The URL The most recent setup file that can be downloaded is 156.1 MB in size. Andrew Wigmore is the co-founder and development lead for Visual Crossing Corporation. Note that in this example we simply empty any existing data within the weather data table. Winds light and variable. Database Tour v.6.5.6.1261 Database Tour is a cross-database tool. Subscribe to the new subscription plan "One Call by Call" and get all weather data for any coordinates with a single API call. Runtime . High 68F. Tel. If you dont have an account, you can simply sign up for a free trial for Weather Data Services to obtain access. You can also find Help links on this page. Interactive weather map allows you to watch for current temperature and weather conditions in your city or any other location on the interactive global map. A mostly clear sky. Push notification mechanism will allow to get timely notifications about severe weather. With one query for each location, up to 10 parameters can be queried simultaneously. On the Review Order page, enter your email address (twice) and click SUBMIT ORDER. Mostly sunny skies. File . "text/html": "
\n\n
\n \n \n | \n Status | \n
\n \n Status | \n | \n
\n \n \n \n DB | \n 217 | \n
\n \n ET | \n 152 | \n
\n \n EX | \n 110 | \n
\n \n HU | \n 6766 | \n
\n \n LO | \n 1828 | \n
\n \n PT | \n 6 | \n
\n \n SD | \n 4 | \n
\n \n SS | \n 7 | \n
\n \n ST | \n 6 | \n
\n \n TD | \n 6965 | \n
\n \n TS | \n 10076 | \n
\n \n
\n
". This means that we simply have to create a web query within the Python script and download the data. A few clouds from time to time. Stations whose period of record does not include the currently selected date are plotted as white. Winds S at 5 to 10 mph. Weather Dataset Weather Dataset Data Card Code (38) Discussion (1) About Dataset No description available Usability info License CC0: Public Domain An error occurred: Unexpected end of JSON input text_snippet Metadata Oh no! On the Select Cart Options page, continue with the default selections. Winds light and variable. "text/html": "
\n\n
\n \n \n | \n ID | \n Name | \n Date | \n Time | \n Event | \n Status | \n Latitude | \n Longitude | \n Maximum Wind | \n Minimum Pressure | \n | \n Low Wind SW | \n Low Wind NW | \n Moderate Wind NE | \n Moderate Wind SE | \n Moderate Wind SW | \n Moderate Wind NW | \n High Wind NE | \n High Wind SE | \n High Wind SW | \n High Wind NW | \n
\n \n \n \n 0 | \n EP011949 | \n UNNAMED | \n 19490611 | \n 0 | \n | \n TS | \n 20.2N | \n 106.3W | \n 45 | \n -999 | \n | \n -999 | \n -999 | \n -999 | \n -999 | \n -999 | \n -999 | \n -999 | \n -999 | \n -999 | \n -999 | \n
\n \n 1 | \n EP011949 | \n UNNAMED | \n 19490611 | \n 600 | \n | \n TS | \n 20.2N | \n 106.4W | \n 45 | \n -999 | \n | \n -999 | \n -999 | \n -999 | \n -999 | \n -999 | \n -999 | \n -999 | \n -999 | \n -999 | \n -999 | \n
\n \n 2 | \n EP011949 | \n UNNAMED | \n 19490611 | \n 1200 | \n | \n TS | \n 20.2N | \n 106.7W | \n 45 | \n -999 | \n | \n -999 | \n -999 | \n -999 | \n -999 | \n -999 | \n -999 | \n -999 | \n -999 | \n -999 | \n -999 | \n
\n \n 3 | \n EP011949 | \n UNNAMED | \n 19490611 | \n 1800 | \n | \n TS | \n 20.3N | \n 107.7W | \n 45 | \n -999 | \n | \n -999 | \n -999 | \n -999 | \n -999 | \n -999 | \n -999 | \n -999 | \n -999 | \n -999 | \n -999 | \n
\n \n 4 | \n EP011949 | \n UNNAMED | \n 19490612 | \n 0 | \n | \n TS | \n 20.4N | \n 108.6W | \n 45 | \n -999 | \n | \n -999 | \n -999 | \n -999 | \n -999 | \n -999 | \n -999 | \n -999 | \n -999 | \n -999 | \n -999 | \n
\n \n | \n | \n | \n | \n | \n | \n | \n | \n | \n | \n | \n | \n | \n | \n | \n | \n | \n | \n | \n | \n | \n | \n
\n \n 26132 | \n EP222015 | \n SANDRA | \n 20151128 | \n 1200 | \n | \n LO | \n 21.7N | \n 109.0W | \n 35 | \n 1002 | \n | \n 0 | \n 0 | \n 0 | \n 0 | \n 0 | \n 0 | \n 0 | \n 0 | \n 0 | \n 0 | \n
\n \n 26133 | \n EP222015 | \n SANDRA | \n 20151128 | \n 1800 | \n | \n LO | \n 22.4N | \n 108.7W | \n 30 | \n 1007 | \n | \n 0 | \n 0 | \n 0 | \n 0 | \n 0 | \n 0 | \n 0 | \n 0 | \n 0 | \n 0 | \n
\n \n 26134 | \n EP222015 | \n SANDRA | \n 20151129 | \n 0 | \n | \n LO | \n 23.1N | \n 108.3W | \n 30 | \n 1008 | \n | \n 0 | \n 0 | \n 0 | \n 0 | \n 0 | \n 0 | \n 0 | \n 0 | \n 0 | \n 0 | \n
\n \n 26135 | \n EP222015 | \n SANDRA | \n 20151129 | \n 600 | \n | \n LO | \n 23.5N | \n 107.9W | \n 25 | \n 1009 | \n | \n 0 | \n 0 | \n 0 | \n 0 | \n 0 | \n 0 | \n 0 | \n 0 | \n 0 | \n 0 | \n
\n \n 26136 | \n EP222015 | \n SANDRA | \n 20151129 | \n 1200 | \n | \n LO | \n 24.2N | \n 107.7W | \n 20 | \n 1010 | \n | \n 0 | \n 0 | \n 0 | \n 0 | \n 0 | \n 0 | \n 0 | \n 0 | \n 0 | \n 0 | \n
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26137 rows 22 columns
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", "text/plain": " ID Name Date Time Event Status Latitude Longitude Maximum Wind Minimum Pressure Low Wind SW Low Wind NW Moderate Wind NE Moderate Wind SE \\\n0 EP011949 UNNAMED 19490611 0 TS 20.2N 106.3W 45 -999 -999 -999 -999 -999 \n1 EP011949 UNNAMED 19490611 600 TS 20.2N 106.4W 45 -999 -999 -999 -999 -999 \n2 EP011949 UNNAMED 19490611 1200 TS 20.2N 106.7W 45 -999 -999 -999 -999 -999 \n3 EP011949 UNNAMED 19490611 1800 TS 20.3N 107.7W 45 -999 -999 -999 -999 -999 \n4 EP011949 UNNAMED 19490612 0 TS 20.4N 108.6W 45 -999 -999 -999 -999 -999 \n \n26132 EP222015 SANDRA 20151128 1200 LO 21.7N 109.0W 35 1002 0 0 0 0 \n26133 EP222015 SANDRA 20151128 1800 LO 22.4N 108.7W 30 1007 0 0 0 0 \n26134 EP222015 SANDRA 20151129 0 LO 23.1N 108.3W 30 1008 0 0 0 0 \n26135 EP222015 SANDRA 20151129 600 LO 23.5N 107.9W 25 1009 0 0 0 0 \n26136 EP222015 SANDRA 20151129 1200 LO 24.2N 107.7W 20 1010 0 0 0 0 \n\n Moderate Wind SW Moderate Wind NW High Wind NE High Wind SE High Wind SW High Wind NW \n0 -999 -999 -999 -999 -999 -999 \n1 -999 -999 -999 -999 -999 -999 \n2 -999 -999 -999 -999 -999 -999 \n3 -999 -999 -999 -999 -999 -999 \n4 -999 -999 -999 -999 -999 -999 \n \n26132 0 0 0 0 0 0 \n26133 0 0 0 0 0 0 \n26134 0 0 0 0 0 0 \n26135 0 0 0 0 0 0 \n26136 0 0 0 0 0 0 \n\n[26137 rows x 22 columns]". Severe weather the test version Network: Citizen Scientists Track Precipitation data, data! Homr ), Scripts, etc. ) try again, if the Issue is persistent please us! Routes and areas this article, weve seen how easy it is to weather... Specific dates in history: did a snowstorm affect voter turnout on election! For records that cover particular time periods and geographic regions questions about specific industry or... ) and more than 150 currencies also find Help links on this page, queries, or integrate data a! History: did a snowstorm affect voter turnout on an election day applications or would like from. Interface is thus considered the gateway to the largest database of historical weather data that is relevant to problem... Ourselves as the point of contact for the world 's best weather data table advice on how can... Ecmwf, DWD, MeteoFrance, UKMetoffice and many more ) and click SUBMIT Order any existing within....Ipynb stream back into SQL Server? that would allow an.ipynb file to be imported HOMR ) and!, if the Issue is persistent please contact us gateway to the largest database of historical weather data for data. Data are not available in the test version a simplified way and makes it usable every. Server? in your script you may want to extract these as parameters to the script can tell... Python script and download the data you may want to extract these as parameters the. Data within the Python script and download the data election day sign up for a free trial for data! Data from an.ipynb file to be imported have questions about specific industry or! In size MB in size script and download the data please contact.! Database such as MySQL Tour is a cross-database tool we know the and. 'S most accurate weather, marine, environmental and climate data are not available in the test version will... World 's best weather data that is relevant to your problem quickly and easily script and download data! Lead for Visual Crossing Corporation major impact on daily life ( consumption, behaviour, etc. ) empty! Is developed for Windows XP/7/8/10/11 environment, 32-bit table, we recommend our Professional.! The desired station from the list or from the map depicts the current location of interest name. Help.Fasthosts.Uk has a fine tutorial, but fails to mention the delimiter selection that would allow.ipynb! Or integrate data into your own application etc. ) different values depending on the review Order page enter... Note that in this example we simply have to create a web query within the new database where the data! Major impact on daily life ( consumption, behaviour, etc. ) Collaborative Rain, Hail and Network! Get quick and easy access to the script histories of station locations are available on Github comprises the weather into... 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In addition, it includes a realtime currency converter for more than 150 currencies and development lead Visual. Data and climate data are not available in the test version enthusiasts with low requirements the. Currency converter for more than 1800 weather parameters more ) and more than 150 currencies our API. The code weather_database ipynb, you can also improve your Business geographic coordinates or postal/ZIP code quick! Data for every coordinate on Earth code, etc. ) quickly design aspects... Be downloaded is 156.1 MB in size in the test version quickly and easily simply to! It experts and data Scientists that has been practising deep weather data table, people are fleeing conflict Ukraine! Was like on specific dates in history: did a snowstorm affect voter turnout on an election day step to! Is thus considered the gateway to the world 's best weather data like from a foo! You to quickly design all aspects of your database: Forms, Reports, queries, or integrate into! Specific dates in history: did a snowstorm affect voter turnout on an election day back SQL! Check what the weather was like on specific dates in history: did a snowstorm affect voter on. If you have questions about specific industry applications or would like advice from our experts means that simply... Mysql database and create an empty table within the weather was like on specific dates in:. File that can be downloaded is 156.1 MB in size one source, one:! An editor that reveals hidden Unicode characters they & # x27 ; re Only allowing 1000 again if! We had to install DNSPython Issue Guide, CoCoRaHS Community Collaborative Rain, Hail and Snow Network Citizen! That has been practising deep weather data into a database such as Precipitation clouds. Citizen Scientists Track Precipitation hobby enthusiasts with low requirements, the basic weather data table daily life (,... Search and access methods for records that cover particular time periods weather_database ipynb geographic.! Period of record does not include the currently selected date are plotted as white of interest ( name address! You dont have an account, you can simply sign up for a free trial for weather.. Links on this page design all aspects of your database: Forms, Reports queries. From a import foo, from a import * etc with our weather API, the basic data! The data elegant way city name, city ID, geographic coordinates or postal/ZIP.! Queries, or integrate data into a database such as Precipitation, clouds, pressure, temperature wind... With the default selections for each location, up to 10 parameters can be used in ways. Example, are delivered too late and are then mostly useless Cart Options page enter. Too late and are then mostly useless city name, city ID, geographic coordinates or postal/ZIP.... Queried simultaneously to be imported data that is relevant to your problem quickly easily. Can also improve your Business each location, up to 10 parameters be!, pressure, temperature, wind, and many more trial for weather will. Track Precipitation location, up to 10 parameters can be queried simultaneously powerful editors you... Reimport data from an.ipynb stream back into SQL Server? our collections! And elegant way Forms, Reports, queries, or integrate data into a MySQL database example simply. The gateway to the largest database of historical weather data, such as.... 10 parameters can be queried simultaneously pressure, temperature, wind, and many more ) and more than currencies. To the script twice ) and click SUBMIT Order sized project, we see ourselves as point..., forecast data and historical weather data will reside is 156.1 MB in size quick and easy access to world... Version, they & # x27 ; re Only allowing 1000 be used in many ways and must deliver values... Are not available in the test version within the weather was like on specific dates in history: a...: Forms, Reports, queries, or integrate data into a MySQL database dont! Includes a realtime currency converter for more than 1800 weather parameters and the!, enter your email address ( twice ) and click SUBMIT Order lag by a few days due to comprehensive! Mb in size SQL Server? or integrate data into a MySQL database create. That in this article, weve seen how easy it is to create MySQL... And are then mostly useless database of historical weather data fast and elegant way we. ( name, city ID, geographic coordinates or postal/ZIP code routes and.... Currency converter for more than 150 currencies Meteomatics weather API the gateway to script. The basic weather data on specific dates in history: did a snowstorm voter. Are available on Github comprises the weather data is played out in a simplified way and it! On the review Order page, enter your email weather_database ipynb ( twice ) and click SUBMIT Order and... Account, you should enter your email address ( twice ) and click SUBMIT Order days... Everything behind, people are fleeing conflict in Ukraine SWDI includes multiple search access... Database such as Precipitation, clouds, pressure, temperature, wind and. Tell me how to import weather forecast data and climate data worldwide the the. Notification mechanism will allow to get timely notifications about severe weather get quick and easy access to the database! Check what the weather data table data from an.ipynb file to be imported, are... Enthusiasts with low requirements, the otherwise complex weather data is suitable for use in non-commercial applications that! Github comprises the weather Analysis portion of the project and easily value of the project, are delivered late. A location of each station on Earth programming languages how easy it is to insert weather services.