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### 4. Common Applications of Time Series Modeling in Ecology
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### 4. Common Applications of Time Series Modeling
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1. **Population Dynamics**:
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- Forecasting species population trends over time using LSTMs or RNNs to capture the seasonal and temporal variations in species abundance.
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