기술
Our model combines supervised deep learning and gradient boosting using XGBoost. Trained on over 24,370 earthquakes (Mw ≥ 2) recorded from 1990 to 2025 in the Marmara Region, it analyzes seismic data—such as earthquake occurrence time, magnitude, depth, seismic energy, and b-value—using a sliding window technique. This approach allows the model to capture evolving seismic activity patterns over time. From this data, sixteen AI-derived features are extracted to predict the maximum expected earthquake magnitude for the next 60 days. The XGBoost model, optimized with 750 estimators, learning rate 0.05, and max depth 6, achieves an R² of 0.96, demonstrating high predictive accuracy and reliability.
QuakeCode also offers interactive 2D, 3D, and 4D visualizations of seismic patterns and forecasts using powerful Python libraries such as Matplotlib, Plotly, Geopandas, and mpl_toolkits.mplot3d. These visualizations enable researchers, engineers, government agencies, and the public to better understand complex seismic trends, spatial distributions, and prediction results, facilitating informed decision-making and risk assessment.
The app is built with a robust technology stack, including Python, TensorFlow, Keras, pandas, and XGBoost. Development and experimentation are conducted in flexible and scalable environments such as Jupyter Notebook, Google Colab, Anaconda, and Xcode. This infrastructure supports continuous improvement, ease of collaboration, and deployment in diverse settings, making it accessible for researchers and practitioners worldwide.
Beyond earthquake prediction, QuakeCode contributes to environmental sustainability by supporting the monitoring of underground CO₂ storage sites. Carbon capture and storage (CCS) is a crucial strategy for mitigating climate change by reducing atmospheric greenhouse gases. Seismic monitoring ensures the integrity and safety of these storage sites over time, helping to detect potential leaks or instability early. QuakeCode’s seismic analysis tools thus provide valuable insights for both hazard mitigation and environmental protection.
QuakeCode’s mission is to reduce earthquake hazards, protect lives, and strengthen infrastructure resilience. By delivering data-driven, AI-powered forecasts and visualizations, the app empowers policymakers, scientists, engineers, emergency responders, and communities to make better-informed decisions that promote safer, more prepared, and sustainable societies both locally and globally.
Please note that QuakeCode is intended for educational, research, and public awareness purposes only. It does not collect, store, or share any personal data, ensuring user privacy. Furthermore, while the app’s forecasts are scientifically grounded and highly accurate, they should not be considered official emergency warnings. Users should always rely on guidance from local authorities and authorized seismic monitoring organizations in the event of earthquake threats.
새로운 기능
- 버전: 1.0.9
- 업데이트:
- Unfortunately, the button texts in the previous version were not properly aligned and had shifted downward.
To correct this issue, the font size of the button texts has been reduced by 3 points.
Additionally, the color of the main title has been adjusted for consistency.
가격
- 오늘: $6.99
- 최소: $6.99
- 최대: $8.99
가격 추적
포인트
0 ☹️
순위
0 ☹️
목록
0 ☹️
리뷰
첫 번째 리뷰를 남겨보세요 🌟
추가 정보
QuakeCode 단축 URL: 복사됨!- 🌟 공유하기
- App Store
당신은 또한 같은 수 있습니다
-
- Quake CareCenter
- iOS 앱: 비즈니스 게시자: Quake Global
- 무료
- 목록: 0 + 0 순위: 0 리뷰: 0
- 포인트: 0 + 3 (2.3) 버전: 5.2.8 Quake Global's CareCenter application connects caregivers to our emergency call and real-time location system (RTLS). Caregivers are able to easily locate residents and or other ... ⥯
-
- Code-Sys Mobile
- iOS 앱: 비즈니스 게시자: Code Sys
- 무료
- 목록: 0 + 0 순위: 0 리뷰: 0
- 포인트: 0 + 1 (5.0) 버전: 2.1.1 The Code-Sys Mobile App is for existing and potential clients of code sys. Anyone can download the app for free and submit a project request. The project request will be reviewed by ... ⥯
-
- CODE Visa®
- iOS 앱: 비즈니스 게시자: CODE Credit Union
- 무료
- 목록: 0 + 0 순위: 0 리뷰: 0
- 포인트: 0 + 2 (1.0) 버전: 45.0.1 Enjoy easy and on-the-go management of your CODE Visa credit card with the CODE Visa app from CODE CU. This app offers a convenient way to: View recent and pending transactions. View ... ⥯
-
- Code Ninjas Management
- iOS 앱: 비즈니스 게시자: Code Ninjas
- 무료
- 목록: 0 + 0 순위: 0 리뷰: 0
- 포인트: 0 + 15 (3.3) 버전: 4.1.1 An app to run your business well. ⥯
-
- Code 3i
- iOS 앱: 비즈니스 게시자: MIPWR LIMITED
- 무료
- 목록: 0 + 0 순위: 0 리뷰: 0
- 포인트: 0 + 0 버전: 1.6.0 CODE makes performance improvement simple and accessible to everyone. The unique CODE ecosystem enables businesses to transform performance across their organisation, from the highest ... ⥯
-
- The Alignment Code
- iOS 앱: 비즈니스 게시자: The Alignment Code Pty Ltd
- * 무료
- 목록: 0 + 0 순위: 0 리뷰: 0
- 포인트: 1 + 1 (5.0) 버전: 2.6.1 Introducing The Alignment Code™ app: a digital tool packed with coaching resources, all organised into an easy-to-use system. This convenient and comprehensive app empowers you to ... ⥯
-
- myICC by the Code Council
- iOS 앱: 비즈니스 게시자: International Code Council Inc.
- 무료
- 목록: 0 + 0 순위: 0 리뷰: 0
- 포인트: 0 + 21 (2.8) 버전: 1.10.44 Managing your professional career has never been easier. The myICC app by the International Code Council has been designed to help you manage your time, purchases, professional ... ⥯
-
- Code 128
- iOS 앱: 비즈니스 게시자: Binariver LTD
- $19.99
- 목록: 0 + 0 순위: 0 리뷰: 0
- 포인트: 1 + 1 (5.0) 버전: 2.0 Insert text and get correct 128 barcode immediately. Share or copy high resolution image in PNG format or PDF file. Paste into any document or message. Scan any code 128 barcode, get ... ⥯
-
- Kids Can Code
- iOS 앱: 비즈니스 게시자: Kids Can Code LLC
- 무료
- 목록: 0 + 0 순위: 0 리뷰: 0
- 포인트: 0 + 0 버전: 3.23.0 Connect with Kids Can Code! Sign up for classes, communicate with instructors, see your kids in action. The Kids Can Code app will keep you in the know for everything we have to offer! ⥯
-
- CA Assn of Code Enforcement
- iOS 앱: 비즈니스 게시자: California Association of Code Enforcement Officers
- 무료
- 목록: 0 + 0 순위: 0 리뷰: 0
- 포인트: 0 + 0 버전: 1.0.10 CACEO Members can access benefits through the app, as well as viewing upcoming events, legislative activities, and CEUs earned. ⥯
-
- QR Code Generator - MQRG
- iOS 앱: 비즈니스 게시자: NBApps
- 무료
- 목록: 0 + 0 순위: 0 리뷰: 0
- 포인트: 3 + 2,945 (4.6) 버전: 8.1.2 How to use QR Code Generator - MQRG to create a QR Code in seconds? 1. Paste your URL; Text; or anything 2. Tap to « Share » for save the QR Code(s) into Files, Photo Library, ... ⥯
-
- QR Code Maker - Scanner
- iOS 앱: 비즈니스 게시자: Mohammed Shokry
- * 무료
- 목록: 0 + 0 순위: 0 리뷰: 0
- 포인트: 0 + 0 버전: 1.2.1 Create QR Code: Generate QR Code for different kinds of content. Such as website URL, contacts, text, PDF files ,Wifi, whatsapp conversation, and social media accounts. Make ... ⥯
-
- Construction Code AI Assistant
- iOS 앱: 비즈니스 게시자: UNEMPLOYED DEADBEATS, LLC
- * 무료
- 목록: 0 + 0 순위: 0 리뷰: 0
- 포인트: 0 + 0 버전: 1.0 Trained & targeted AI for building code compliance Anytime, Anywhere! Tired of digging through PDFs or outdated government websites for building codes? Construction Code AI Assistant ... ⥯
-
- QR Code Maker Studio
- iOS 앱: 비즈니스 게시자: SLEND SOFTWARE FZE-LLC
- * 무료
- 목록: 0 + 0 순위: 0 리뷰: 0
- 포인트: 0 + 0 버전: 1.5 Create. Customize. Share. QR Code Maker Studio is the privacy-first generator that lets you build gorgeous, scannable QR codes in seconds then keep full control of them forever. Why QR ⥯