Predicting spatial distribution of Palmer Drought Severity Index. (arXiv:2208.14833v1 [cs.LG])

The probability of a drought for a particular region is crucial when making
decisions related to agriculture. Forecasting this probability is critical for
management and challenging at the same time. The prediction model should
consider multiple factors with complex relationships across the region of
interest and neighbouring regions.

We approach this problem by presenting an end-to-end solution based on a
spatio-temporal neural network. The model predicts the Palmer Drought Severity
Index (PDSI) for subregions of interest. Predictions by climate models …

arxiv distribution drought index