This study investigates how the country's environment impacts Norway's outdoor athletic training regimens. Athletes and coaches in various sports have special chances and problems due to Norway's environment, which is marked by frigid temperatures, protracted winters, and varied topography. The research was based on primary data analysis to determine whether the research used smart PLS software and generated informative results, including descriptive statistics, correlation coefficient analysis, also the smart PLS Algorithm model between them. The main topics covered are the prevalence of winter sports, adjusting to low temperatures, changing training regimens according to the season, using various terrain, and psychological toughness. The overall research found climate's positive and significant influence on the outdoor athletic training regimes in Norway. Furthermore, the impact of technology developments on weather-related risk mitigation and training regimen optimization is explored. Athletes and coaches in Norway manage and succeed in outdoor sports endeavors via resilience, adaptability, and a profound grasp of how climate affects training, demonstrating the complex interactions between sport and the natural environment.