Application of Data Mining Techniques in Weather Prediction and Climate Change Studies
- Estimated Delivery : Up to 4 business days
- Free Shipping & Returns : On all orders over $200
Application of Data Mining Techniques in Weather Prediction and Climate Change Studies
Abstract-Weather forecasting is a vital application in meteorology and has been one of the most scientifically and technologically challenging problems around the world in the last century. In this paper, we investigate the use of data mining techniques in forecasting maximum temperature, rainfall, evaporation and wind speed. This was carried out using Artificial Neural Network and Decision Tree algorithms and meteorological data collected between 2000 and 2009 from the city of Ibadan, Nigeria. A data model for the meteorological data was developed and this was used to train the classifier algorithms. The performances of these algorithms were compared using standard performance metrics, and the algorithm which gave the best results used to generate classification rules for the mean weather variables. A predictive Neural Network model was also developed for the weather prediction program and the results compared with actual weather data for the predicted periods. The results show that given enough case data, Data Mining techniques can be used for weather forecasting and climate change studies.
[numbers_sections number=”1″ title=”Including =Packages=” last=”no” ]
[/numbers_sections]
[numbers_sections number=”2″ title=”Our =Specialization=” last=”no” ]
[/numbers_sections]
[numbers_sections number=”3″ title=”Support =Service=” last=”yes” ]
[/numbers_sections]
[one_third class=”” last=”no” ]
[banner width=”0″ height=”92″ url=”#” target=”no” title=”CUSTOMER SUPPORT” subtitle=”Call us +91 96777 61440″ title_size=”16″ title_size_hover=”10″ subtitle_size=”12″ subtitle_size_hover=”17″ icon_size=”38″ icon_size_hover=”52″ background=”” background_image=”” border=”#d0cece” color_icon=”#a1a1a1″ color_title=”#000000″ color_subtitle=”#666464″ background_hover=”#464646″ border_hover=”” color_icon_hover=”#f09d0c” color_title_hover=”#d0cece” color_subtitle_hover=”#fff” type=”switch-text” icon=”phone” style=”no” ]
[/one_third]
[one_third class=”” last=”no” ]
[banner width=”0″ height=”92″ url=”http://myprojectbazaar.com/testimonial/” target=”no” title=”HAPPY CUSTOMERS” subtitle=”Read the testimonials” title_size=”16″ title_size_hover=”10″ subtitle_size=”12″ subtitle_size_hover=”17″ icon_size=”35″ icon_size_hover=”50″ background=”” background_image=”” border=”#d0cece” color_icon=”#a1a1a1″ color_title=”#000000″ color_subtitle=”#666464″ background_hover=”#464646″ border_hover=”” color_icon_hover=”#f09d0c” color_title_hover=”#d0cece” color_subtitle_hover=”#fff” type=”switch-text” icon=”comments-alt” style=”no” ]
[/one_third]
[one_third class=”” last=”yes” ]
[banner width=”0″ height=”92″ url=”http://myprojectbazaar.com/blogs/” target=”no” title=”LATEST NEWS” subtitle=”enjoy our blog” title_size=”16″ title_size_hover=”10″ subtitle_size=”12″ subtitle_size_hover=”17″ icon_size=”35″ icon_size_hover=”50″ background=”” background_image=”” border=”#d0cece” color_icon=”#a1a1a1″ color_title=”#000000″ color_subtitle=”#666464″ background_hover=”#464646″ border_hover=”” color_icon_hover=”#f09d0c” color_title_hover=”#d0cece” color_subtitle_hover=”#fff” type=”switch-text” icon=”bullhorn” style=”no” ]
[/one_third]
[space][clear]
[box_title ]Statistical Report[/box_title]
[random_numbers icon=”http://myprojectbazaar.com/wp-content/uploads/2013/12/110.jpg” text=”satisfied customers” number=”3,589″ last=”no” ][random_numbers icon=”http://myprojectbazaar.com/wp-content/uploads/2013/12/25.jpg” text=”Freelance projects” number=”983″ last=”no” ][random_numbers icon=”http://myprojectbazaar.com/wp-content/uploads/2013/12/311.jpg” text=”sales on Site” number=”11,021″ last=”no” ][random_numbers icon=”http://myprojectbazaar.com/wp-content/uploads/2013/12/41.jpg” text=”developers” number=”175+” last=”yes” ]
[space][clear]
| Domains | Datamining |
|---|---|
| Programming Language | Java |
Shipping policy
At our Company, we understand the importance of timely delivery. We offer a variety of shipping options to suit your needs, including standard, expedited, and express shipping. Our dedicated team works diligently to process and dispatch your orders promptly, aiming to deliver them to your doorstep within the estimated timeframe.
We strive to provide fast and reliable shipping to our customers. Here’s everything you need to know about our shipping process:
- Dispatch: Within 24 Hours
- Free shipping across all products on a minimum purchase of $99.
- International delivery time 5 to 7 business days
- Cash on delivery might be available
- Easy 30 days returns and exchanges
Please note that delivery times are estimates and may vary depending on factors such as product availability, destination, and carrier delay
Returns policy
We want you to be completely satisfied with your purchase from our website. If for any reason you are not entirely happy with your order, we’re here to help. Certain exclusions and conditions may apply, so we encourage you to review our detailed return policy for more information. Rest assured, our goal is to ensure your complete satisfaction with every purchase you make from our website
- Returned items must be unused, undamaged, and in the same condition as received.
- Original tags, labels, and packaging must be intact and included with the returned item.
- Proof of purchase, such as your order confirmation or receipt, is required for all returns.
