Correction to: Communications Earth & Environment https://doi.org/10.1038/s43247-025-02207-2, published online 21 March 2025

In the PDF version of this article, certain mathematical symbols were missing in the description of the variables W and b under the heading “TelNet architecture” in the “Data and Methods” section, in the text below Equation (6). Additionally, a symbol was missing in Equation (9), in the description of this notation in the line below the equation, and another math symbol missing in the description of the variable W1 from Equation (14) under the heading “Variable Selection Module.” The original article has been corrected.