How AerScout Predicts

Sunrise and Sunset Quality

Okay, so we know weather apps can figure out when sunrise or sunset will happen. But will it be a beautiful, colorful one, or just a bit blah? AerScout tries to make an educated guess about this "quality" by looking at weather forecast data.

Think of it like trying to predict if a picnic will be nice:

1. Knowing the "When" and "Where"

First, AerScout uses some astronomy magic to pinpoint the exact time and direction of sunrise or sunset for your chosen location and date. This is like knowing when and where your picnic is scheduled.

2. Gathering Weather Clues (The Data Collection)

Now, to guess the "quality," AerScout needs to know what the weather is expected to be like around that specific sunrise/sunset time.

It gets this information by fetching a detailed weather forecast from a weather service. This forecast isn't just "sunny" or "rainy"; it includes specific details like:

  • Cloud Coverage: Crucially, it looks at different types of clouds:

    • Low Clouds: These are close to the horizon. Too many low clouds can block your view of the sun entirely.

    • Mid Clouds & High Clouds: These are higher up. Having some of these can actually make a sunrise/sunset much more spectacular! They catch the sunlight and create those beautiful colors.

  • Humidity: How much moisture is in the air. Very high humidity can make things look hazy and dull the colors. Lower humidity often means clearer skies and more vibrant colors.

  • Wind Speed: Calm winds are generally good. Very windy conditions might not directly affect the colors but can influence your experience.

  • Rain/Precipitation: Is it expected to be raining right at sunrise/sunset? Rain usually means poor viewing. However, if a storm has just passed, the air might be very clear, which is great for colors.

  • (Optional) Visibility & Fog: Can you even see very far? Fog is obviously bad for seeing a sunrise.

3. Analyzing the Clues (The "Sun Quality Predictor")

AerScout has a part called the "Sun Quality Predictor". This is like its brain for judging the weather clues. It looks at the forecast data for the time slot closest to the actual sunrise or sunset.

It then scores each weather factor based on how it might affect the view:

  • Good Mid/High Clouds: Gets points! A mix (not too few, not completely overcast) is ideal.

  • Too Many Low Clouds (especially at the horizon): Loses points! This is a big penalty because they can block the sun.

  • Low Humidity: Gets points.

  • Calm Winds: Gets points.

  • Precipitation Right Now: Will lose points, but might gain points, depending on how much there is and where it is.

4. Coming Up with a Rating (The Score)

The "Sun Quality Predictor" adds up all these points (and subtracts penalties).

It then takes this total score and converts it into a simple rating, like "6 out of 10". A higher number suggests a better chance of a visually appealing sunrise or sunset based on the forecast.

In a Nutshell (for Sunrise Quality)

  1. AerScout knows when sunrise is.

  2. It grabs the weather forecast for that time (cloud types, humidity, etc.).

  3. It has a set of rules (the predictor logic) that says:

    • "Some high clouds are good for color."

    • "Lots of low clouds are bad for viewing."

    • "Clear air (low humidity) is good."

  4. It scores the forecast based on these rules.

  5. It gives you a final rating (e.g., 7/10) to help you decide if it's worth waking up early or heading out to watch!

Important Caveat: This is a prediction based on a forecast. Forecasts aren't always perfect, so the actual sunrise/sunset could be different. But it's AerScout's best guess using the available weather data to help you anticipate the potential quality.

This explanation should give a clearer picture of how the "quality" rating part of AerScout works, focusing on the data it uses and the logic it applies.