remote-sensing-analysis
CommunityAnalyze satellite imagery with precision using remote sensing and ML.
Authorils15
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill provides a comprehensive remote sensing analysis pipeline to process and classify satellite imagery, enabling precise environmental monitoring and scientific research.
Core Features & Use Cases
- Optical Image Processing: Handles multispectral, hyperspectral, and panchromatic data, with preprocessing for radiometric and atmospheric corrections.
- SAR Processing: Supports radar data for applications like change detection and object detection in satellite imagery.
- Machine Learning Classification: Implements ML models for classification, change detection, and time series analysis.
- Use Case: Imagine you have a time series of satellite images and want to detect deforestation or monitor crop health. This Skill can be used to analyze the imagery and generate insights.
Quick Start
Use the remote-sensing-analysis skill to analyze satellite imagery in the 'satellite-images' directory.
Dependency Matrix
Required Modules
rasterionumpyscipysklearngeopandasrasterioxarrayopencv-pythontorch
Components
scriptsreferencesassets
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: remote-sensing-analysis Download link: https://github.com/ils15/pantheon/archive/main.zip#remote-sensing-analysis Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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