The most comprehensive NASA Space Apps Challenge resource โ 10 years of global winners data (2016โ2025), interactive analysis dashboards, and a complete 2026 team preparation guide. Built especially for Bangladeshi CSE students who want to win.
- ๐ Overview
- ๐ Repository Structure
- ๐ 10-Year Winners Database
- ๐ Winner Pattern Analysis
- ๐ฏ 2026 CSE Team Guide
- ๐ง๐ฉ Bangladesh Winners Spotlight
- ๐ Quick Start
- ๐ Essential NASA Resources
- ๐ ๏ธ Tech Stack Recommendations
- ๐ 48-Hour Hackathon Roadmap
- ๐ก Winning Strategies
- ๐ค Contributing
- ๐ License
- ๐ค Author
The NASA Space Apps Challenge is the world's largest annual hackathon, engaging thousands of teams from 150+ countries to solve challenges using NASA open data. This repository serves as a complete knowledge base and strategic guide for teams preparing to compete.
| Resource | Description | Key Data |
|---|---|---|
| ๐ Winners Database | Every global winner from 2016โ2025 | 87 entries, 40+ countries |
| ๐ Analysis Dashboard | Data-driven insights with interactive charts | Domain trends, tech stack, CSE ratings |
| ๐ฏ 2026 Team Guide | Complete preparation roadmap for CSE students | Challenge picks, 48-hour timeline, APIs |
| ๐ Landing Page | Beautiful index.html showcasing all resources | Space-themed, responsive, SEO-ready |
๐
Years Covered: 10 (2016โ2025)
๐ Winners Tracked: 87 global award winners
๐ Countries: 40+ represented among winners
๐ง๐ฉ BD Achievements: 5 (4 Global Champions + 1 Finalist Honorable Mention)
๐ฅ BD Hat-trick: 3 consecutive championships (2021 ยท 2022 ยท 2023)
๐ Award Categories: Grew from 6 (2016) to 10 (2021โ2025)
๐ฅ Participants: 15,409 (2016) โ 114,000+ (2025) โ 7.4ร growth
๐ป Top Tech: Web App (42%), AI/ML (28%)
๐ฏ CSE Win Rate: 90% for "Best Use of Technology"
| Year | Theme | Participants | Countries | Submissions | Global Winners |
|---|---|---|---|---|---|
| 2016 | Earth & Space Innovation | 15,409 | 61 | 1,300 | 6 |
| 2017 | Global Challenges | 25,140 | 69 | 2,017 | 6 |
| 2018 | Open Challenges | 17,924 | 75 | 1,395 | 6 |
| 2019 | Earth Observation | 29,253 | 71 | 2,067 | 6 |
| 2020 | Take Action | 26,155 | 146 | 2,303 | 8 |
| 2021 | The Power of Ten | 28,286 | 162 | 2,324 | 10 |
| 2022 | Make Space | 31,561 | 162 | 3,094 | 10 |
| 2023 | Explore Open Science Together | 57,999 | 152 | 5,556 | 10 |
| 2024 | The Sun Touches Everything | 93,520 | 163 | 9,996 | 10 |
| 2025 | Learn, Launch, Lead | 114,000+ | 167 | 11,500+ | 10 |
Figures are from NASA's official annual global-winner announcements. A separate virtual COVID-19 Challenge was also held in May 2020. Full year-by-year data lives in
nasa_space_apps_participation_stats.csv.
spaceappschallenge/
โ
โโโ ๐ index.html # Main landing page (GitHub Pages ready)
โโโ ๐ nasa_space_apps_10year_winners_database.html # Complete 2016โ2025 winners database
โโโ ๐ nasa_space_apps_winner_analysis.html # Interactive analysis dashboard with Chart.js
โโโ ๐ nasa_space_apps_2026_cse_team_guide.html # 2026 CSE team preparation guide
โโโ ๐ nasa_space_apps_10year_winners.csv # Raw winners dataset (87 rows, 2016โ2025)
โโโ ๐ nasa_space_apps_participation_stats.csv # Year-by-year participation & growth dataset
โโโ ๐ README.md # This file โ comprehensive documentation
- Purpose: Central hub that links and embeds all resources
- Features: Animated starfield background, glassmorphism design, responsive layout, smooth scroll navigation
- Tech: Pure HTML/CSS/JS, no dependencies
- Deployment: Ready for GitHub Pages โ just enable Pages in repository settings
- Purpose: Searchable, filterable database of all global winners
- Features: Year filter (2016โ2025), category filter, text search, Bangladesh winner highlights
- Data: 87+ winner entries with team name, award, project description, and country
- Purpose: Visual analysis of winner patterns and trends
- Features: Pie chart (domain distribution), bar chart (tech stack), horizontal bar (CSE win probability), line chart (yearly trends)
- Dependencies: Chart.js (loaded via CDN)
- Purpose: Complete preparation guide for CSE students targeting 2026
- Features: 5 tabbed sections โ winner analysis, challenge recommendations, 48-hour roadmap, tech stack guide, winning tips
- Content: Project ideas (FloodSense BD, CropWatch AI, Climate Quest BD), NASA API links, role assignments
| Award | Description | CSE Win Rating |
|---|---|---|
| ๐ง Best Use of Technology | Web/mobile app, hardware, API integration | โ โ โ โ โ (90%) |
| ๐ Best Use of Data | NASA open data analysis and visualization | โ โ โ โ โ (85%) |
| ๐ฌ Best Use of Science | Earth/space science application | โ โ โ โ โ (75%) |
| ๐ Galactic Impact | Real-world impact on Earth/space | โ โ โ โโ (70%) |
| ๐ Best Mission Concept | Space mission design | โ โ โ โโ (65%) |
| ๐ก Most Inspirational | Community inspiration | โ โ โ โโ (60%) |
| ๐ Best Storytelling | Creative science communication | โ โ โโโ (50%) |
| ๐ Global Connection | International collaboration | โ โ โ โโ (72%) |
| ๐จ Art & Technology | Data art, creative tech | โ โ โโโ (45%) |
| ๐ Local Impact | Community-level solutions | โ โ โ โ โ (80%) |
| Year | Highlights | Theme |
|---|---|---|
| 2025 | Twisters/SkySense (Mexico), SpaceGenes+ (Germany), QUEรARIS (Peru) | Learn, Launch, Lead |
| 2024 | 42 QuakeHeroes (Brazil), Waterwise/GaamaRamma (USA), Landsat Connect (Spain) | The Sun Touches Everything |
| 2023 | LunarTech Ensemble (Egypt) โ Apollo seismic visualizer, TeamVoyagers (BD! ๐ง๐ฉ) | Explore Open Science Together |
| 2022 | Team Diamonds (BD! ๐ง๐ฉ), Mars 3D Home (Argentina), Selene (India) | Make Space |
| 2021 | Mohakash (BD! ๐ง๐ฉ), Change Maker/SHINE (Malaysia), Eagle AI (Morocco) | The Power of Ten |
| 2020 | Monsoon Overflow (India), Project L.L.O.C.U.S.T., FireWay (Ukraine) | Take Action |
| 2019 | AEDES dengue forecaster (Philippines), c.a.w.s.t.o.n. wildfire (England) | Earth Observation |
| 2018 | Olik (BD! ๐ง๐ฉ) โ Lunar VR, that-vr-team (Australia), Pillars of Creation (Spain) | Open Challenges |
| 2017 | Lemon Py (Argentina), Space Bar (Taiwan), Radaway (Singapore) | Global Challenges |
| 2016 | Scintilla (USA), L.I.V.E. Glacier (Italy), Mars Hopper (Ukraine) | Earth & Space Innovation |
Earth Observation & Environment โโโโโโโโโโโโโโโโโโโโ 34%
Space Exploration โโโโโโโโโโโโโโ 24%
AI/ML & Data Science โโโโโโโโโโโโ 20%
Education & Storytelling โโโโโโโ 12%
Mission Concept โโโโ 6%
Art & Creative โโ 4%
Web Application โโโโโโโโโโโโโโโโโโโโโ 42%
Machine Learning / AI โโโโโโโโโโโโโโ 28%
Mobile Application โโโโโโโ 14%
Data Visualization โโโโโ 10%
Hardware / IoT โโโ 6%
AI/ML usage has grown from 8% (2019) to 30% (2025) โ the fastest growing technology among winners. Teams using NASA data + AI + Web App have the highest success rate.
Project Idea: FloodSense BD
- Concept: NASA GPM (Global Precipitation Measurement) + Sentinel satellite data for Bangladesh flood prediction & early warning
- NASA Data: GPM IMERG, MODIS flood data, SMAP soil moisture, NASA Earthdata
- Tech Stack: Python (FastAPI), React/Next.js, LSTM/XGBoost ML, Leaflet.js
- Features: Real-time flood risk map, 7-day prediction, SMS/WhatsApp alerts, district dashboard
Project Idea: CropWatch AI
- Concept: NASA Landsat + MODIS NDVI data for Bangladesh crop health monitoring & yield prediction
- NASA Data: Landsat 8/9, MODIS NDVI, NASA OpenET, SMAP soil moisture
- Tech Stack: Python ML, Google Earth Engine API, React dashboard, Random Forest/CNN
- Features: NDVI heat map, drought stress detection, district-wise crop health, farmer dashboard
Project Idea: Climate Quest BD
- Concept: Pixel/web game teaching Bangladesh climate change using NASA satellite data
- Tech Stack: Phaser.js/Unity WebGL, NASA Earth Observation imagery, Bangla language
- Why it works: Zumorroda-X won Art & Tech in 2025 with a similar approach
Bangladesh has reached the NASA Space Apps global podium 4 times โ including a historic hat-trick of consecutive championships in 2021, 2022, and 2023 โ plus a Global Finalist Honorable Mention in 2020. Few countries can match that record.
- Award: Best Use of Data (Global Champion)
- Project: "Virtual Space Exploration" โ a lunar VR moon-landing simulator
- Achievement: Students from Shahjalal University of Science and Technology won Bangladesh's historic first-ever global championship, offering a virtual first-person trip to the Moon.
- Key Takeaway: Immersive 3D and VR simulations are highly valued by NASA judges.
- Award: Global Finalist โ Honorable Mention
- Challenge: Orbital Sky
- Project: "Satellight" โ making the satellites above us visible to everyone
- Achievement: A first-person view of Earth streamed from orbiting satellites (NASA WorldWind API), an Android VR satellite-finder with a 360ยฐ sky view, and an Arduino device that physically points to a satellite's live position in the sky over Bluetooth.
- Key Takeaway: Pairing a polished web/VR app with a tangible hardware demo makes an idea memorable to judges.
- Award: Best Mission Concept (Global Champion)
- Project: "Virtual Planetary Exploration v2.0" โ interactive 3D lunar regolith-collection scoop
- Achievement: Students from Khulna University of Engineering & Technology and Bangladesh Army University of Engineering & Technology presented a space-mission hardware concept and interactive 3D model that stood out among 2,300+ entries โ kicking off Bangladesh's three-year championship streak.
- Key Takeaway: Mechanical hardware design coupled with interactive explanations can compete and win at the top level.
- Award: Most Inspirational (Global Champion)
- Project: "Diamond in the Sky"
- Achievement: A celestial pattern-matching educational game that inspired the global community and won the hearts of the NASA judges.
- Key Takeaway: High-quality UI, gamification, and local passion create highly engaging, award-winning submissions.
- Award: Best Storytelling (Global Champion)
- Project: "Aqua Explorer"
- Achievement: An interactive educational game explaining the global hydrological cycle and water management โ confirmed by NASA's official 2023 announcement. This completed Bangladesh's hat-trick (3rd consecutive year as world champion).
- Key Takeaway: Education and clear science communication are vital categories where creative web apps shine.
๐ก Bangladesh's Advantage: Our real problems (flooding, agriculture, air quality, cyclones) are exactly the kind of challenges NASA judges love to see solved with satellite data. Use this to your advantage!
-
Clone the repository
git clone https://github.com/Mahdi-hasan-shuvo/spaceappschallenge.git cd spaceappschallenge -
Open in browser
# Option 1: Direct open open index.html # macOS start index.html # Windows # Option 2: Use a local server (recommended for iframes) npx serve . # or python -m http.server 8000
-
Visit
http://localhost:8000in your browser
- Go to Settings โ Pages in your GitHub repository
- Set source to Deploy from a branch โ main โ / (root)
- Click Save
- Your site will be live at:
https://mahdi-hasan-shuvo.github.io/spaceappschallenge/
| Resource | URL | Use Case |
|---|---|---|
| ๐ฐ๏ธ NASA Earthdata | earthdata.nasa.gov | All satellite data โ free account required |
| โก NASA POWER API | power.larc.nasa.gov/api | Weather/climate data for any location |
| ๐บ๏ธ NASA GIBS / Worldview | worldview.earthdata.nasa.gov | Satellite imagery tiles for map overlay |
| ๐ง๏ธ NASA GPM | gpm.nasa.gov | Global Precipitation Measurement data |
| ๐ Google Earth Engine | earthengine.google.com | MODIS NDVI, Landsat 8/9 โ free Python API |
| ๐งฌ NASA GeneLab | genelab.nasa.gov/data | Space biology datasets |
| Resource | URL |
|---|---|
| ๐ Official Website | spaceappschallenge.org |
| ๐ Challenge List | Released ~October each year |
| ๐ฌ Community Slack | Available after registration |
| ๐น YouTube | Past winner presentations and demos |
| Technology | Purpose |
|---|---|
| Python + FastAPI | REST API server, NASA data fetching |
| scikit-learn / XGBoost | Flood prediction, crop classification |
| pandas + numpy + rasterio | Satellite raster data (.tif) processing |
| PostgreSQL / SQLite | Historical data store, model results cache |
| Technology | Purpose |
|---|---|
| React + Vite | Fast web app with TailwindCSS styling |
| Leaflet.js / Mapbox GL | Interactive maps, satellite layer overlay |
| Recharts / Chart.js | Time series, bar charts, heatmap visualization |
| Vercel / Netlify | Free hosting โ live demo URL required for submission |
| Technology | Purpose |
|---|---|
| TensorFlow / PyTorch | Deep learning models |
| LSTM / XGBoost / Random Forest | Time series prediction |
| CNN | Satellite image classification |
| Google Earth Engine Python API | Cloud-based satellite data processing |
| Role | Members | Responsibilities |
|---|---|---|
| ๐ง Backend + ML | 1โ2 | Python, API development, ML models |
| ๐จ Frontend + Data Viz | 3โ4 | React, Leaflet.js, Chart.js |
| ๐ Data + Presentation | 5โ6 | NASA data sourcing, pitch deck, README, demo video |
H0โH2 โฌ Read all challenges, vote, pick ONE
โฌ Define project scope, open GitHub repo
โฌ Create NASA Earthdata account
H2โH6 โฌ Explore & download NASA datasets
โฌ Test APIs, document data sources
H6โH12 โฌ Members 1-2: Train ML model (XGBoost/RF first)
โฌ Members 1-2: Build FastAPI/Flask endpoints
โฌ Members 3-4: React boilerplate + Leaflet map
H12โH18 โฌ Connect frontend โ backend
โฌ Show data on map, first 30-second demo video
H18โH24 โฌ Core feature checkpoint โ does it work?
โฌ GitHub commit, README draft
โฌ SLEEP 4โ5 hours! ๐ด
H24โH30 โฌ UI polish, Chart.js/Recharts visualization
โฌ Mobile responsive, error handling
H30โH38 โฌ Record 2โ3 minute demo video (MOST IMPORTANT!)
โฌ Complete README.md, add NASA data attribution
H38โH44 โฌ Fill submission page on Space Apps portal
โฌ Write detailed "Why is this important?" section
H44โH48 โฌ Test all links (live demo, GitHub, video)
โฌ Double-check submission
โฌ Submit BEFORE deadline!
โฌ Practice local judge presentation
- Judges see thousands of projects โ your 2โ3 minute video is what makes you stand out
- Include: live demo + narration + real-world impact statement
- Say things like: "X million people in Bangladesh face this problem..."
- Don't just say "We used NASA data" โ be specific!
- Example: "We used GPM IMERG V06 data at 0.1ยฐ resolution to analyze Bangladesh precipitation patterns"
- Technical specificity impresses judges
- Every global winner submitted a working prototype โ not just an idea
- Minimum: data fetches, shows something, has a live URL
- Doesn't need to be perfect โ just needs to work!
- Strong local event performance โ better Global Nominee chances
- Show energy and passion in local presentations
- Highlight Bangladesh context โ judges love local relevance
- NASA loves open source culture โ use MIT license
- README must include: Problem, Solution, NASA data used, How to run, Screenshots, Team
- Write 1000+ words in the submission Project Description
Contributions are welcome! Here's how you can help:
- Fork the repository
- Create a feature branch (
git checkout -b feature/new-analysis) - Commit your changes (
git commit -m 'Add 2026 winners data') - Push to the branch (
git push origin feature/new-analysis) - Open a Pull Request
- Add winners data as new years are announced
- Add more detailed project descriptions for historical winners
- Create country-wise analysis charts
- Add past Bangladesh local event winners data
- Translate guide content to Bangla
- Add interview tips for local judge presentations
This project is licensed under the MIT License โ see the LICENSE file for details.
All NASA data and imagery is publicly available under NASA's open data policy.
Mahdi Hasan Shuvo
- ๐ GitHub: @Mahdi-hasan-shuvo
- ๐ Project: spaceappschallenge
โญ Star this repository if you found it helpful!
Built with โค๏ธ for the NASA Space Apps Challenge community
๐ง๐ฉ Especially for Bangladeshi teams โ เฆเฆฎเฆฐเฆพ เฆชเฆพเฆฐเฆฌเง!