Extract data from multiple gifs

extract_data_from_multiple_gifs.py

import os
import rasterio
import pandas as pd

folder_path = "/path/to/your/folder"
all_tiffs = [f for f in os.listdir(folder_path) if f.endswith('.tif') or f.endswith('.tiff')]

master_df = pd.DataFrame()

for tiff_file in all_tiffs:
    file_path = os.path.join(folder_path, tiff_file)
    
    with rasterio.open(file_path) as src:
        data = src.read(1)
        df = pd.DataFrame(data)
        
        # Additional operations as needed...
        
        # For this example, we'll just concatenate each DataFrame
        master_df = pd.concat([master_df, df], axis=0)