some questions about Code writing

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I recently wanted to learn this method. When I tried to reproduce it in two dimensions, I found that it was mentioned in the paper 'GemPy 1.0: open-source stochastic geological modeling and inversion' that the partial derivative of r with respect to the hu direction is -hu/r, I would like to ask where this negative sign comes from?