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- <h1>Machine learning techniques for predicting lightning events</h1>
- <h2 class="subheading">Researchers have used machine learning techniques to successfully avoid lightning hazards near and far by looking at observations of meteorological parameters at a single location.</h2>
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- Posted by
- <a href="#!">Ramadhan Arif H.</a>
- on October 26, 2021
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- <p>Lightning discharges in the atmosphere owe their existence to a combination of complex dynamic
- and microphysical processes. Knowledge discovery and data mining methods can be used to search
- for data characteristics and their teleconnections in complex data sets. Researchers have used
- machine learning techniques to successfully avoid lightning hazards near and far by looking at
- observations of meteorological parameters at a single location. The resulting alerts are
- validated using data from the lightning location system.</p>
- <p> In addition to discussing the predictive ability of the model, data mining techniques are also
- used to compare data distribution patterns, both spatially and temporally between stations. The
- results prompt further analysis of how mining techniques can contribute to a better
- understanding of lightning dependencies on atmospheric parameters.</p>
- <p>
- Source papers on this research were published in the journal: <a href = "https://www.nature.com/articles/s41612-019-0098-0#Abs1">Nowcasting lightning occurrence from commonly available meteorological parameters using machine learning techniques</a>
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