🙏 Acknowledgments
NASA Space Apps Challenge 2025
This project was created for the 2025 NASA Space Apps Challenge (October 4-5, 2025).
Presented by Team Rain Rain Go Away
Challenge: Will It Rain On My Parade?
Funded by: NASA's Earth Science Division through a contract with Booz Allen Hamilton, Mindgrub, and SecondMuse.
Data & Tools
NASA Earth Science Data & Missions – For providing the foundational climate, observation, and hydrology data context (including Giovanni, GES DISC, and Hydrology data).
Google Gemini API – Used as the AI intelligence layer to generate personalized weather insights and practical travel advice.
Leaflet.js – A lightweight, mobile-friendly JavaScript library used to build the interactive, clickable mapping interface.
Tailwind CSS – A utility-first CSS framework utilized to design the responsive, gradient-heavy visual UI.
JavaScript (ES6+) & HTML5 – The core technology stack driving the application's real-time client-side logic.
WeatherWizard:Personalized Adverse Weather Predictor
A Next-Generation Tool for Customizing Your Comfort Threshold and Forecasting Adverse Conditions
Welcome to WeatherWizard, a highly personalized web application designed to go beyond traditional weather reports. Instead of just reporting raw temperature or rainfall, WeatherWizard allows users to define their own comfort levels and get precise likelihood predictions for adverse weather conditions at any chosen location and time.
By integrating cutting-edge forecasting data with AI-powered insights, WeatherWizard helps users plan outdoor activities, travel, and day-to-day routines with confidence.
Team Leader: Rafin Islam Niloy
UI/UX Designer & App Developer: Muhammad Nahid
Researcher & Script Writer: Nazmul Hassan Labid
WeatherWizard offers deep customization to tailor predictions to your specific needs:
▪️Interactive Location Selection: Users can easily select any location on Earth by clicking on the map, supported by clear zoom and pan functionality.
▪️Custom Likelihood Prediction: The application instantly calculates the probability of five key conditions for the specified date: “Very Hot,” “Very Cold,” “Very Windy,” “Very Wet,” and “Very Uncomfortable.”
▪️Personalized Discomfort Threshold: Users can set a specific temperature threshold (in °C) to define what feels "uncomfortable" to them, directly influencing the final "Very Uncomfortable" score.
▪️Combined Likelihood Scoring: The "Very Uncomfortable" likelihood is a joint score, calculating the maximum probability based on two factors: the user's selected discomfort category (e.g., "Very Wet") and the general temperature/humidity-based discomfort threshold.
▪️Gemini AI Insights: After prediction, users can access the “Weather Insights ✨” feature, which uses the Gemini API to analyze the likelihood scores and generate a plain-language summary with practical travel and activity advice.
▪️NASA Mission Context: Provides external links to relevant NASA Earth Science Missions (Giovanni, GES DISC, Hydrology Rods) to provide context on the scientific tools used to gather climate and observation data.
WeatherWizard is built as a single-page, real-time application using modern web technologies:
▪️Frontend: HTML5, pure JavaScript (ES6+), and Tailwind CSS for a responsive, colorful, and gradient-heavy UI.
▪️Mapping: Leaflet.js for interactive, clickable mapping functionality.
▪️Data Source: Integration with NASA data & APIs for reliable, future weather predictions.
▪️Intelligence Layer: Google Gemini API for generating custom, context-aware user insights and travel advice.
▪️UI/UX Aesthetics: Vibrant blue, purple, and green gradients are used throughout the UI to create an engaging and modern user experience.
Unlike traditional weather apps, WeatherWizard is:
▪️Personalized: Comfort thresholds are user-defined, not generic.
▪️Predictive & AI-Enhanced: Provides likelihood scores + AI-generated summaries.
▪️Data-Driven: Built on reliable NASA Earth Science data sources.
▪️Interactive: A map-based, engaging interface for easy exploration.
▪️Practical: Focused on helping users plan activities and avoid risks.
▪️Mobile App Development (React Native / Flutter).
▪️Real-time alerts & notifications for sudden weather changes.
▪️Trend analysis & history tracking of user comfort thresholds.
▪️Augmented reality overlays for real-world weather visualization.
▪️Multilingual Support for global accessibility.
WeatherWizard is more than just a weather app - it’s a personalized weather intelligence platform. By combining NASA’s trusted climate data, AI-driven insights, and user-defined comfort thresholds, it empowers individuals to plan their daily lives with confidence, safety, and convenience.
We believe WeatherWizard will become a go-to tool for travelers, outdoor enthusiasts, and anyone who values weather-aware decision-making.