Methods for Rigorous Uncertainty Quantification with Application to a Mars Atmosphere Model
نویسنده
چکیده
منابع مشابه
Modeling spatial distribution of Tehran air pollutants using geostatistical methods incorporate uncertainty maps
The estimation of pollution fields, especially in densely populated areas, is an important application in the field of environmental science due to the significant effects of air pollution on public health. In this paper, we investigate the spatial distribution of three air pollutants in Tehran’s atmosphere: carbon monoxide (CO), nitrogen dioxide (NO2), and atmospheric particulate matters less ...
متن کاملModeling spatial distribution of Tehran air pollutants using geostatistical methods incorporate uncertainty maps
The estimation of pollution fields, especially in densely populated areas, is an important application in the field of environmental science due to the significant effects of air pollution on public health. In this paper, we investigate the spatial distribution of three air pollutants in Tehran’s atmosphere: carbon monoxide (CO), nitrogen dioxide (NO2), and atmospheric particulate matters less ...
متن کامل The Quantification of Uncertainties in Production Prediction Using Integrated Statistical and Neural Network Approaches: An Iranian Gas Field Case Study
Uncertainty in production prediction has been subject to numerous investigations. Geological and reservoir engineering data comprise a huge number of data entries to the simulation models. Thus, uncertainty of these data can largely affect the reliability of the simulation model. Due to these reasons, it is worthy to present the desired quantity with a probability distribution instead of a sing...
متن کاملEvolution of the Martian Atmosphere: Results of a Monte Carlo Model of Sputtering
Using a Monte-Carlo model, we determine the sputtering yields for the upper atmosphere of Mars at three different epochs (the present, -2.5 Gyr ago and -3.5 Gyr ago). The carbon yield increases from 1 at 3.5 Gyr ago to 2 at present. These yields imply that sputtering is a major loss process for COz, especially during the early history of the solar system. Over the same period, the yield of oxyg...
متن کاملNF - 10 - 1 - 0305 413 - 545 - 0937 Final Report 57313
Particle Methods for Electromagnetic Wave Propagation Problems Report Title 1. A rigorous proof of the relation between the solutions of wave and telegraph equations in 3D via arandom time induced by a Poisson process has been provided using techniques of stochastic calculus. Application of this relation to wave propagation in dispersive media (Lorentz and Drude media) is discussed. 2. Sparse g...
متن کامل