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ENSO

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  1. 2023
  2. 2023-01-19 22 min en

    AO, NAO, ENSO: A wavelet analysis example

    El Niño-Southern Oscillation (ENSO), North Atlantic Oscillation (NAO), and Arctic Oscillation (AO) are atmospheric phenomena of global impact that strongly affect people’s lives. ENSO, first and foremost, brings with it floods, droughts, and ensuing poverty, in developing countries in the Southern Hemisphere. Here, we use the new torchwavelets package to comparatively inspect patterns in the three series.

    Deep LearningClimate & Weather
  3. 2022
  4. 2022-02-02 29 min en

    Forecasting El Niño-Southern Oscillation (ENSO)

    El Niño-Southern Oscillation (ENSO) is an atmospheric phenomenon, located in the tropical Pacific, that greatly affects ecosystems as well as human well-being on a large portion of the globe. We use the convLSTM introduced in a prior post to predict the Niño 3.4 Index from spatially-ordered sequences of sea surface temperatures.

    Deep LearningClimate & Weather
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A blog by Sigrid Keydana. Opinions are exclusively mine.

 
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