Weather Prediction using storm images (Part 1: Problem statement and dataset discussion)
Aim: Enhancing Storm Prediction Accuracy through Satellite Image-Based Wind Speed Forecasting using Gaussian Process Regressor In this technical article, we aim to demonstrate how satellite images can be utilized to accurately forecast wind speed for storm systems, using Gaussian Process Regressor as the predictive model. By analyzing storm ids (~70250) and plotting their timestamp, we showcase how the model can effectively capture storms’ formation and…
Weather Prediction using storm images (Part 1: Problem statement and dataset discussion) Aim: Enhancing Storm Prediction Accuracy through Satellite Image-Based Wind Speed Forecasting using Gaussian Process Regressor In this technical article, we aim to demonstrate how satellite images can be utilized to accurately forecast wind speed for storm systems, using Gaussian Process Regressor as the predictive model. By analyzing storm ids (~70250) and plotting their timestamp, we showcase how the model can effectively capture storms’ formation and… machine-learning
Weather Prediction using storm image Part 1 Problem statement dataset discussion Aim Enhancing Storm Prediction Accuracy Satellite ImageBased Wind Speed Forecasting using Gaussian Process Regressor technical article aim demonstrate satellite image utilized accurately forecast wind speed storm system using Gaussian Process Regressor predictive model analyzing storm id 70250 plotting timestamp showcase model effectively capture storms’ formation and… machinelearning