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Satellite Precipitation Estimate Error Detector (SPEEDe)
A NASA software catalog entry available for reuse or request.
About this technology
Overview
SPEEDe is an anomaly detection scheme for quality control of satellite precipitation data. It can identify precipitation fields with unphysical data outside the expected range of performance because of instrument malfunction, incorrect data handling, and/or algorithm issues. SPEEDe is a machine learningbased command line code written in Python.