Home » Online Training – Applied Geostatistics : Standars Approach & Best Practices
Online Training – Applied Geostatistics : Standars Approach & Best Practices
June 24, 2022
Jadwal Pelatihan Online Training – Applied Geostatistics : Standars Approach & Best Practices
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DESKRIPSI
Geostatistik sekarang penting dalam hampir semua aspek eksplorasi dan produksi: gridding dan contouring untuk membuat peta, upscaling untuk simulasi reservoir dan pemodelan cekungan, serta analisis data referensi spasial dari semua jenis. Tanpa perlu mengetahui detail algoritme dan matematika di belakangnya, kemampuan untuk memilih teknik yang paling tepat dan menerapkannya dengan benar adalah dasar untuk praktik terbaik di seluruh E&P.
OUTLINE
- What is geostatistics, and how does it change our appreciation of familiar tasks and tools?
- How geostatistics aids in understanding trends in spatial data-sets:
- Classical multivariate statistics
- Conditional distributions
- Direct simulations
- Variogram analysis
- Modelling anisotropy
- Understanding the effects of scale:
- Heterogeneity and discontinuity
- Data scale versus modelling scale
- Upscaling for efficient modelling
- Allowing for spatial trends in gridding & contouring:
- Honouring data or minimising errors
- Using kriging to make better maps
- Making use of new data:
- Bayesian and geo- statistics;
- History matching
- Sequential / Indicator simulation
- Quantifying uncertainty:
- How geostatistics includes methods for uncertainty quantification
- Using Monte Carlo and other stochastic simulations
