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00

Input Tensor

24 Timesteps × 15 Features

Shape
24×15
Total Cells
360
Interval
Hourly
📊 Feature Categories
Target Variable
Feature 0
1
Physics-Derived
Features 1-4
4
Solar Components
Features 5-6
2
Meteorological
Features 7-10
4
Temporal Encoding
Features 11-14
4
📋 Features List
Selected Cell Click to select
Timestep -
Feature -
Value -
Normalized -
🎮 Controls
Timestep 0 / 23
Animation Speed 1.0x
📊 Statistics
-1.2
Min
1.8
Max
0.42
Mean
📚 Information

🎯 Target Variable (GHI)

Total solar radiation received on a horizontal surface. The primary variable we want to predict.

🔬 Physics-Derived Features

Clear-sky baseline, clearness indices (KT), and volatility. These filter out geometric effects to focus on atmospheric conditions.

☀️ Solar Components

Direct (DNI) and Diffuse (DHI) irradiance. Critical for distinguishing between cloud types and clear conditions.

🌤️ Meteorological Data

Temperature, Humidity, Dew Point. These environmental factors strongly influence radiative transfer.

Normalization
x_norm = (x - μ) / σ
μ = mean, σ = std
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