META Data Converter

Overview

This repository provides tools for converting data from META3.1EXP DT into labeled outputs compatible with EddyNet, a deep learning model designed for eddy detection.

The input data is sourced from sea surface height datasets provided by Copernicus.

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Usage Instructions

1. Input Preparation
   Place the downloaded META3.1EXP DT dataset in the root directory alongside all provided scripts.

2. Script Execution Workflow
   The generated outputs will be stored in the Data folder. Each script is tailored to process either anticyclonic or cyclonic eddies, indicated by the following suffixes:

   • ac: For anticyclonic eddies
   • c: For cyclonic eddies

3. Execution Order
   Execute the scripts with the same suffix in the following order:

   • area_limit

   • grid_trans

   • data_generate

   • For test datasets in the grid_trans step, an additional suffix test is included.

   • To output data as a dictionary instead of an array, use data_generate_dict.

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This pipeline ensures accurate and efficient conversion of eddy data for use with EddyNet.