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Posted on April 27, 2024 (Updated on July 15, 2025)

WRF: minimal list of variables required by coupling a land surface model to the whole system

Modeling & Prediction

WRF: Cracking the Code to Land Surface Model Coupling

So, you’re diving into the world of the Weather Research and Forecasting (WRF) model, huh? Awesome! It’s a beast, I know, but incredibly powerful, especially when you start playing with land surface models (LSMs). Think of LSMs as the secret sauce that makes your weather simulations way more realistic. They bring the ground beneath our feet into the equation – the soil, the plants, the snow – all that good stuff that actually does influence the weather.

But here’s the thing: getting an LSM to play nice with WRF isn’t always a walk in the park. It’s like trying to get two different computers to talk to each other. You need to know the lingo, the essential data that needs to be shared. That’s where this comes in. We’re going to break down the absolute minimum set of variables you need to worry about. Forget the jargon; let’s talk about what really matters.

Basically, WRF and your LSM need to have a conversation. WRF tells the LSM what’s happening in the atmosphere, and the LSM tells WRF how the land is responding. It’s a two-way street.

First up, let’s look at what WRF needs to tell the LSM. Think of these as the “atmospheric forcing variables”:

  • Air Temperature (Near the Ground): This is a biggie. Think of it as the LSM asking, “Hey, how hot (or cold) is it out there?” Usually, we’re talking about the temperature a couple of meters above the ground. It drives everything from plant growth to how quickly water evaporates.
  • Specific Humidity (Near the Ground): How much moisture is in the air? Is it bone dry or sticky like a swamp? This, along with temperature, is crucial for figuring out how much water the land can release back into the atmosphere.
  • Incoming Sunshine (Shortwave Radiation): This is the engine that drives everything! It’s the amount of solar energy hitting the ground. Plants use it for photosynthesis, it heats the soil, and it turns water into vapor.
  • Incoming “Heat” from the Air (Longwave Radiation): The atmosphere also radiates heat back down to the surface. Think of it as a blanket. This affects the overall energy balance of the land.
  • Air Pressure at the Surface: This one’s a bit more technical, but it’s needed to calculate things like air density, which affects how the land interacts with the atmosphere.
  • Rain and Snow (Precipitation Rate): Obvious, right? How much water is falling from the sky? This directly impacts soil moisture, runoff, and how happy the plants are.
  • Wind Speed (Near the Ground): Wind affects how quickly water evaporates and how much heat is transferred between the land and the air. A gentle breeze versus a gale makes a huge difference!

Okay, so WRF has told the LSM what’s going on. Now, the LSM needs to respond. Here are the “land surface feedback variables” that the LSM sends back to WRF:

  • Sensible Heat Flux: This is the amount of heat the land is directly transferring to the air. Is the ground baking hot, warming the air above it? Or is it cooler, sucking heat away from the atmosphere?
  • Latent Heat Flux: This is the heat carried away by water vapor as it evaporates from the land surface. It’s a major way the land cools itself (and the atmosphere).
  • Ground Heat Flux: Heat also flows into the ground. This affects soil temperatures and can store energy for later release.
  • Surface Skin Temperature: The actual temperature of the land surface itself. This is the boundary condition for the atmosphere.
  • Surface Albedo: How reflective is the land surface? A bright, snowy field reflects a lot of sunlight, while a dark forest absorbs more. This dramatically affects how much energy the land retains.
  • Surface Emissivity: How efficiently does the land radiate heat back into the atmosphere? Different surfaces emit heat at different rates.
  • Surface Roughness Length: Is the land smooth like a lake, or rough like a forest? This affects how easily the wind flows over the surface and how much turbulence is created.

Now, keep in mind, this is the bare minimum. Some fancy LSMs might want more information. They might ask about snow depth, the amount of water in the leaves of plants, or the temperature deep down in the soil. But if you get these core variables right, you’re off to a great start in simulating the complex interplay between the atmosphere and the land beneath our feet. Good luck, and happy modeling!

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