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New tool Helps Researchers Investigate Clouds, Rain and Climate Change

New tool Helps Researchers Investigate Clouds, Rain and Climate Change

By Robert Jackson and John Spizzirri

The Earth Model Column Collaboratory is an open-source research platform that pairs complex data with weather observations to create highly accurate climate models and forecast predictions.

Clouds come in all shapes and sizes. While we might imagine puppies or whales or breaking waves, climatologists look at them as massive bundles of water in various forms that contribute to the daily weather, and ultimately, climate. The numbers, shapes and sizes of the liquid drops and ice crystals contained in a cloud, for example, will determine how it will scatter light or emit and absorb heat.

Despite the enormity of clouds, many of these dynamics happen at a small scale. So, to better understand how all those imaginary creatures produce the effects that they do, researchers rely on computer-generated . These models can bring together information from different weather instruments, physics calculations and other observations to increase our knowledge of how the atmosphere works.

But due to limits in computing power, climate models must simplify the way clouds are represented. This introduces uncertainty in both projections of cloud behavior and climate change. Typically, in order to improve cloud representations, model results are compared with observations. However, the climate model and observation communities have historically worked separately, sometimes making the process hard to navigate.

To bridge the gap between these two communities, climate scientists at the U.S. Department of Energy's (DOE) Argonne National Laboratory, Pennsylvania State University and the NASA Goddard Institute for Space Studies developed an easier way to compare cloud models with observations from weather instruments. The result is a modeling platform and weather instrument simulator called the Earth Model Column Collaboratory (EMC2).

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Kansas Wheat Harvest 2026 | Three John Deere S7 700 Combines in Action

Video: Kansas Wheat Harvest 2026 | Three John Deere S7 700 Combines in Action

Kansas Wheat Harvest 2026 is underway near Alden, Kansas!

In this video, I spend time with Frederick Harvesting, a custom harvesting operation based in Alden, Kansas. Back at their home farm, three new John Deere S7 700 combines equipped with John Deere HDF40 draper heads work through a drought-stricken winter wheat crop while one of the farm's John Deere 8R 370 tractors pulls a Brent 1398 grain cart.

Most of the Frederick Harvesting crew was already busy cutting wheat in southwest Kansas, but these machines remained at home to finish up local fields. Throughout the video, I explain what is happening, discuss the effects of dry conditions on the crop, and capture plenty of aerial footage showing the combines working with the grain elevator at Alden in the background.