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Following the successful conferences in Toulouse (France) in 1999, Cascais (Portugal) in 2007 and Biarritz (France) in 2015, we are proud to announce the 4th edition of the EAGE Conference on Petroleum Geostatistics. This conference focuses on new methods and applications in the field of geostatistics for the petroleum industry. While maintaining its strong focus on geo-modeling, integration of various data sources and uncertainty quantification, petroleum geostatistics has also gone broader the last years – and discussions on spatial and temporal components in machine learning and data science approaches are expected.