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This paper focuses on non parametric estimator regression of scalar response variable given a functional variable when the observations are spatially dependent by local linear method. Then, under some general conditions, in terms of the uniform almost complete convergence with rate of this estimator is treated. Moreover, the usefulness of our results is illustrated through their application to climatological data.

On the local linear estimation of a generalized regression function with spatial functional data