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Cloud-Native Weather Forecasting Platform Development for Agricultural Weather Modification
  1. case
  2. Cloud-Native Weather Forecasting Platform Development for Agricultural Weather Modification

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Cloud-Native Weather Forecasting Platform Development for Agricultural Weather Modification

altoroslabs.com
Environmental Services
Agriculture
Information Technology

Challenges with Outdated Weather Data Analysis System

Legacy web application with outdated technology stack causing performance issues, inability to scale for European market expansion, unstructured data from 100+ weather stations and 6 source types requiring format standardization, and need for automated data extraction and high-precision visualization on synoptic charts

About the Client

Global provider of hail suppression and precipitation increase solutions, serving agricultural clients since 1976

Goals for Enhanced Weather Forecasting Platform

  • Develop scalable cloud-native architecture for European market expansion
  • Implement ETL pipeline for unstructured meteorological data transformation
  • Establish automated data synchronization with aggregation servers
  • Create 97% accurate temperature prediction algorithm
  • Enable synoptic chart visualization for multiple weather conditions

Core System Functionalities and Features

  • Multi-source ETL pipeline for meteorological data
  • Automated data update scheduler
  • JSON format standardization engine
  • High-precision temperature prediction algorithm
  • Synoptic chart generation for rainfall/wind visualization

Technology Stack Requirements

Amazon Web Services (AWS)
Microservices architecture
Amazon Elastic Beanstalk
ETL processing frameworks
JSON data format
QA testing protocols

External System Integrations

  • Weather station networks
  • Satellite data feeds
  • Radiosonde equipment
  • Lightning detection systems
  • Customer aggregation servers

System Quality Attributes

  • Horizontal scalability for European expansion
  • High system maintainability
  • Real-time data processing performance
  • Data security compliance
  • 97% prediction accuracy SLA

Expected Business Impact of Modernized Weather Forecasting

Enables 97% accurate weather predictions with scalable AWS infrastructure, improves agricultural decision-making through synoptic visualization, reduces maintenance costs via microservices, and supports European market expansion with automated data pipelines handling 100+ weather stations and 4 chart types

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