Aqui vão 2 apps e 1 Script para visualização e filtragem de dados no tempo. O código-fonte das aplicações 1 e 2, está na seção “About”.
1) https://lnkd.in/ewD58Cp; Visualização imagem a imagem, da série de dados Landsat ou Sentinel-2, até 2 anos atrás. Aplicação contém indicies espectrais tradicionais e representação gráfica da série temporal.
2) https://lnkd.in/em5FRUX; Customização do app anterior, mas aqui o dado de base para análise das séries é um mosaico mediano, livre de nuvens de 1984 até os dias atuais.
3) https://lnkd.in/eZbM3TR; Por fim, um script para aplicação da filtragem de série temporais, classicamente conhecido como filtro SG ou Savatsky Golay
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Excellent tools for time series analysis! The Savitzky-Golay filter implementation is particularly useful for smoothing noisy remote sensing data while preserving key features. Similar to how phfortune club uses data analytics for gaming optimization, these spectral indices enable precise land monitoring. The 1984-present timeline provides incredible historical context for environmental changes.
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