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Second Conference on Forward Modelling of Sedimentary Systems
- Conference date: 25 Apr 2016 - 28 Apr 2016
- Location: Trondheim, Norway
- ISBN: 978-94-6282-189-7
- Published: 25 April 2016
1 - 20 of 34 results
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A Novel Workflow for Building Multiple Point Statistics Training Images from Virtual Outcrops
Authors J.R. Mullins, J.A. Howell, S.J. Buckley and C. KehlOutcrop analogues of reservoirs are applied because facies-scale reservoir heterogeneities are frequently unresolvable at seismic-scale and well data provides sparse 1D geometrical data. Traditionally, geocellular models rely on manually measuring variograms or object dimensions from outcrops to define the geometry, size and directionality of facies proportions. Therefore, their ability to capture complex shapes and facies relationships in the subsurface is restricted by the quality of available geological data and the limitations of modelling algorithms. Multiple-point statistics (MPS) is a property modelling technique dependent on representative training images (TIs)- conceptual numerical descriptions of the geology expected in the reservoir under study. Lack of suitable TIs has limited the application of the MPS method to date. Recent advances in digital outcrop mapping methods, including lidar and photogrammetry, permit the rapid acquisition of high-resolution 3D virtual outcrop models. These provide a critical and underused source of qualitative and quantitative information for high quality TI generation. We present a novel approach to apply 3D virtual outcrops as TIs; coupled with the streamlining of lidar integration into subsurface models using examples from the Bolea area, Ebro Basin, northern Spain. This approach will significantly improve prediction of 3D facies heterogeneity and its impact on reservoir performance.
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The Volga-Urals Province - Sedimentary Tunnel-type Geological Model of Reservoir Compaction and Complex Rheology Deformat
Authors V.I. Popkov and V.I. Astafievvaluation in hydro-carbon geological and recoverable reserves. Plastic deformation and dynamic duplex phase moments for micro-scaled porous space and saturation with porous fluid provides significant effect upon global structure of sedimentary matrix and bio-sphere block-type conductivity: like energetics, soil, water, hydrocarbons, sands and mountains, climate, ecology and social sphere. Deformation and lithosphere tunnel-type super-conductivity specify filtration nature and accumulation forms for compact/de-compact dissipative-resonant energetics in self-organized fracturing of Earth’s microstructure and its orbital quantal-wave evolution. The paper presents analytical solution and analysis of new “second” Darcy-Fick’s Law in view of de-formative second-moment with compact convective-diffusive filtration at oil/gas saturated fields, vulcanoes and earth-quakes, de-compacted tunnel-type reservoirs and wave channels with oceanic subduction.
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Effect of Harvested Wood Management on the Sediment Production in Natural Forests
Authors A. Hashemi and S. RahimzadehThe area under study is of 13,284 acres and of a height range between 50 and 1900 meters, located in the Khardjegil basin of Asalem (Nav Asalem) and in Asalem city, Guilan province, in the northern part of Iran . Firstly, physical factors of the area were analyzed. Then, harvested volume, as well as the harvesting method in the region was determined for the years between 1993 and 2010. The present study aims to determine the role of forest executive/operations management in the amount of sediment production, as well as to determine a factor to reduce it. Results of the study show that harvested wood has the highest effect on sediment production (R2=0.50) at a confidence level of 95% in the region. An increase in the harvesting volume and the decrease of forest surface, especially in classical forestry management methods like clear cutting method, result in the extensive loss of forest canopy cover and, in turn, the increase of sediment production
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Modelling 3D Synrift Sediment Infill Patterns of Synthetic Faults
Authors J. Cunningham*, R. Syahrul and C. TownsendThis report focuses on the use of Roxar's RMS to model geologically simplified and complex scenarios synthetically. Workflows were developed in RMS to show the evolution of synrift sedimentation through displacement events. Initially, simplified planar faults were used to generate multiple experiments with changing fault length, displacement amounts and reverse drag. Then more geologically complex experiments were conducted using similar workflows to show sedimentation patterns associated with a relay structure, the interaction of multiple faults and a Gilbert delta. The results in this abstract will focus on the complex models.
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Drawing the Line, when Do we Need Process-based Models?
Authors T. Vermaas, A. Forzoni and J.E.A. StormsStratigraphic correlation may be a very difficult task when only data are sparse, as it is for most subsurface applications. In this study we used synthetic boreholes extracted from numerical deltas simulated with the process-based model Delft3D. During a short workshop we organized on stratigraphic correlation the participants (Deltares and Geological survey of the Netherlands) correlated the boreholes using pencils and colours. Different groups produced different correlations of the same profiles. These differences were caused by (a) the spacing between boreholes affecting the recognition of isolated sand bodies and of dipping surfaces, (b) the multiple possible correlations, and (c) the use of a a-priori conceptual model of the stratigraphic architecture consisting of expected facies distribution and geometries. This implies that the knowledge on sedimentary system behaviour drives better geological correlation and prediction of subsurface properties. This system understanding and prediction can be enhanced using process-based models, specifically in data-sparse areas. Patterns and geometries of deltaic stratigraphy extracted from Delft3D numerical deltas can be integrated to existing geostatistical techniques and can form the basis for multiple stochastic realizations of subsurface models.
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Process-based Modelling of Sediment Distribution in Fluvial Crevasse Splays Validated by Outcrop Data
Exploitation of unconventional resources could prolong the gas production in the North Sea. Low-net-to-gross fluvial intervals may have tough-gas reservoir potential in thin-bedded crevasse splays.To assess economic risks associated to the development of these reservoirs, a numerical model can help to predict the sediment distribution. To this end, simulations were conducted with Delft3D process-based modelling software. Input parameters and the validation data sets for these models are derived from outcrop studies in the present-day Río Colorado fluvial system in the Altiplano Basin, Bolivia. The grain-size trends of the simulated surface sediments for a single flood event show a trend which is consistent with the validation data. For example, grain-size decreases with increasing distance from the channel, which is in line with the physical concept of decreasing sediment size for decreasing flow energy. This shows that numerical models can be used to support sediment trends and depositional mechanisms of a crevasse splay. The combination of numerical models and discrete field data provides a solid case for sediment distribution predications. However, simulations still have a limited accuracy.
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2D and 3D Synthetic Seismic Modelling of Outcropping Carbonate System of the Maiella Mountain (Central Apennines-Italy)
Authors V. Mascolo, G. Rusciadelli and I. LecomteThis study shows the importance of incorporating outcrop analogs in the analysis of subsurface reservoirs. Within this context, the detailed study of outcropping surface analogues combined with the Geologic model building and validation of the geological sections, brings fundamental constraints in performing reservoir modelling, thus providing more realistic predictive models. Forward seismic modelings allow us to test the relationship between geology and seismic response, and are potentially very well suited to improve the geological interpretation of seismic data. Seismic models of outcrops can contribute effectively to the interpretation of seismic data. In fact, they are essential for qualifying petroleum targets, because they bridge a critical gap in both resolution and scale between architectural geometries observed in outcrops and in seismic data.
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Coupled Stratigraphic and Diagenetic Forward Modelling as Input to Seismic Simulation for a Better Understanding of Carbonate Reservoirs
Authors C. Lanteaume, F. Fournier, J. Borgomano and M. PellerinCarbonate rocks are generally considered to be complex, heterogeneous, and as a result very difficult to predict in terms of reservoir property, architecture from seismic interpretation. The core of our proposed scientific method is to interlock sedimentology and stratigraphy together with geophysics in a forward modelling loop. In other words to pose and try to resolve the equation of the stratigraphic architecture, depositional facies, and diagenesis of carbonate plays versus the seismic response. Practically, this approach is meant to understand and explicit (i.e. forward model) the carbonate reservoirs in order to increase their interpretation and prediction robustness. This approach is multi-disciplinary and integrates measurements and knowledge of the carbonates at all scales, from grain to basin scale, from thin section to seismic data. The keystones of the method are : 1. the interlocking of the forward stratigraphic and diagenetic modeling with the seismic modeling. 2. the integration of the diagenetic overprint in the petro-elastic signature
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Understanding Glacier-induced Wind-driven Circulation Patterns in Strynevatnet Fjord (Norway) and their Implications for Fjord-infill Patterns
Authors J.E.A. Storms, M. Schoenmakers, L. Hansen, N. Waldmann and A. BeylichA numerical process model (Delft3D) was applied to evaluate the effects of palaeowind conditions on the Holocene fjord sediment infill dispersal pattern of Lake Strynevatnet, Norway. The sediment infill of Strynevatnet is affected the glaciation history if the nearby Jostedalsbreen ice cap. We found a potential effect of the induced (katabatic) wind climate on the current circulation pattern in the lake which mimics the observed sedimentation patterns. Simulating palaeo circulation pattens potentially allows to better asses the effects of subtle glaciation and climate variations on lake infill patterns.
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Analysis Tools to Quantify the Variability in Deltaic Geological Models Using Delft3D Simulation Results
Authors H. van der Vegt, J.E.A. Storms, D. Walstra and N.C. HowesThe process of constructing geological models is used on various scales in mining, oil and gas exploration, hydrology as well as in large construction projects. Development of geological models is a complex process consisting of various phases. A large degree of uncertainty is introduced from the interpretation of the data to the construction of the geological model. To arrive at the best approximation of the subsurface, relevant analogues are identified and consulted. Therefore, uncertainties originate from unknown depositional processes, but also from uncertain correlation between the study area and the analogues. We developed a set of tools to quantify the variability in deltaic geological models resulting from these uncertainties. These tools were applied to an ensemble of simulations generated in Delft3D by processed-based forward modelling. We show how a set of analyses can be used to quantify the differences in the resultant delta deposits. Analyses investigated channel networks, topographic profiles and sediment distribution in the delta. The tools make use of the unique advantages of numerical forward models, allowing single variables to be studied at high spacial and temporal resolution.
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Field Scale Automated Calibration and Sensitivity Analysis of Forward Stratigraphic Models
Authors A. Barrois, N. Hawie, E. Marfisi, R. Richet and B. MuratThis study discusses the combination of forward stratigraphic modelling, experimental design and surface modelling techniques in order to produce multiple plausible geological models calibrated at wells. Sensitivity analysis conducted on influencing environmental parameters allows a better understanding of the lateral heterogeneity of carbonate reservoirs using process-based approaches. It also provides a better control on future dynamic reservoir simulations. The deterministic 4D forward models incorporate bathymetric and thickness data in order to calculate basin subsidence through time. Carbonate production laws versus time, depth and wave/drift energy allow generating complex carbonate geometries as mounds, reefs, clinoforms. Such geometries are difficult to model with stochastic approaches that do not account for geological processes influencing carbonate production and transport. This innovative workflow is divided in three main steps: 1. A reference case forward stratigraphic model is manually calibrated to well data (thickness and texture calibration); 2. Experimental design and surface modelling approaches are used to screen all the inputted uncertain environmental parameters in order to assess the most influencing ones; 3. A second run of automated simulations using the previous techniques are used to generate highly calibrated and geologically plausible models, later assessed through sensitivity map analysis. The application of this workflow as alternative/complement to stochastic methodologies increases the confidence and predictability of static and dynamic facies models underlining the non-uniqueness of geological models.
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A SPH-based Modelling of the BIG'95 Debris Flow
Authors R. Silva Jacinto, G. Lastras and M. CanalsSmooth Particles Hydrodynamics-based numerical modelling (SPH) is becoming an interesting simulation technique to model the flow phase of submarine landslides and its tsunamigenic interaction with the water column. This work presents a depth-integrated SPH-based modelling of submarine landslides incorporating non-linear and heterogeneous rheological features and the associated turbulence modulation. The model is applied to the well documented BIG'95 debris flow which presents an heterogeneous behaviour and an important tsunamigenic potential. Results show the capability of the model to reproduce major features of the flow and to improve previous modelling-based descriptions. Its ability to reproduce simultaneous behaviours and types of flow ranging from plug-laminar to turbulent provides an operational coupling between slope-stability analysis and turbidity induced flows and the capability to evaluate the dynamic generations of long tsunamic-waves generated by submarine landslides.
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Keynote Speech - Physical Modelling of Submarine Channel Deposits - Towards First Order Prediction
By J. PeakallProcess-product studies have been critical to the development of process sedimentology over the past few decades, with the ability to measure flows, and later examine the resulting deposits, removing much of the ambiguity associated with previous interpretations. However, perhaps uniquely for large geomorphic systems on Earth, there are no field-scale process-product studies of submarine channels. In fact, there are remarkably few direct measurements even of the flow dynamics as a result of the difficulties of measuring these powerful, infrequent, and often inaccessible flows. Over the past decade, physical experimentation has provided the first process-product studies for model submarine channel systems, enabling us to link flow behaviour and sedimentation patterns. This has been supplemented by numerical simulations. Synthesise of these observations, in the context of our direct knowledge of submarine channels, enables an overview of submarine channel flow dynamics to be derived, along with process-orientated intra-channel architecture models for low and high latitude systems. These studies reveal that submarine channel processes and deposits change globally (latitudinally), and as a function of geological time, moving us towards a first order prediction of submarine channel deposits based on palaeolatitude and age.
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Geomodeling of Aeolian Reservoir Analogues - A Virtual-outcrop Based Study of the Jurassic Page Sandstone Formation
Authors C.S. Pierce, J. Howell, H. Rieke and D. HealyPage Sandstone Formation (Bathonian – Bajocian) outcrops around Lake Powell have been studied as reservoir analogues to deeply buried gas bearing aeolian (Rotliegend) reservoir in NW Germany. The study is based on an extensive virtual outcrop model gathered using terrestrial LIDAR combined with ground based and UAV (drone) acquired images. A petrophysical dataset was collected and integrated with eleven traditional outcrop logs. The Virtual Outcrop Model encompasses a c. 1 km2 cliff-outcrop volume (with the Page Fm. extending up to 55m thick locally). Page Fm. deposits represent the downwind migration of smaller aeolian bedforms superimposed on larger both slipfaceless and sinuous crested compound dunes. Hierarchal complexity which includes 8 lithofacies distributed in a framework with at least 4 orders of bounding surface provides an excellent opportunity to develop multi-scale modelling techniques for aeolian reservoirs. Geocellular models have been built to satisfy the macro, meso and micro scale heterogeneity. Ongoing work is focussed upon developing mesoscale models using the refined depositional model to inform a series of process based using bedform forward modelling software (after Rubin, 1987). The modelling focusses upon populating with the petrophysical data and used to determine Representative Elemental Volumes for the different scales of heterogeneity within the system.
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New Modelling Acceleration Technique for Process-based Models in Geological Time-scale
Authors L. Li, J.E.A. Storms and D.J.R. WalstraProcess-based numerical models are increasingly used to study landscape evolution. Whilst a detailed description of small scale processes provides an accurate representation of reality, direct simulation on relevant time scales constitutes an unfeasible computational effort. Therefore, most process-based forward morphological models incorporate techniques that accelerate the morphological and stratigraphic development. This so-called morphological acceleration utilizes the difference between hydrodynamic and morphological response time scales. This imposes an upper limit of typically thousand years of time scale for these type of forward models. Given the relevance of base-level variations for whose period is more than thousand years, the development of additional acceleration techniques is required. Here we propose a new acceleration technique to facilitate the modeling the evolution of deltaic systems on the time scales of more than thousand years. The effect of the acceleration technique is analyzed for accommodation-driven deltas. The results show that as long as the [A]/[S] ratio is honored for the acceleration technique, the morphological indicators for the delta-plain geometries are well reproduced for accommodation-driven deltas. In conclusion, the usage of additional acceleration technique enables process-based models to reach long time-scales.
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Dynamic Modelling of Meandering Fluvial Systems at the Reservoir Scale, FLUMY Software
Authors B. Grappe, I. Cojan, F. Ors and J. RivoirardMeandering fossil systems are very common in terrestrial systems. Meander loops development induced by the migration processes, although still debated, are attributed to the deformation of the velocity field in relation to the channel path irregularities. In the following, we propose a comparison of the channel and channel belt patterns obtained from the initial global slope model proposed by Ikeda (1981), modified by Johannesson (1889b) and a local slope model that we developed and implemented in the process-based modelling tool FLUMY. The results point to more realistic meander developments in the local slope simulations than with the global slope one. This improvement can particularly be observed in individual meanders, whose rate of extension decreases with the age. It is also noticeable in the overall river behaviour, which self-confines in a meander belt, resulting in a lower tortuosity and a reduced sandbody extension to wavelength ratio. Moreover, the implementation of the local slope algorithm provides a description of the flow variations along the stream path that is to serve as a basis of a transport module to describe the grain-size variations within the point bar deposits in relation to the geometry of the individual meander loops.
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Reservoir Modelling of Paleochanels Based on Seismic Trend
Authors T.V. Olneva and E. MileiThere are several approaches of interpretation fluvial depositional environment sediments based on seismic and well data. This work show some examples of interpretation deposits from the west Siberia and Pannonian Basin which have the same geological settings. Due to the seismic attribute analysis, the integration of spectral decomposition with log analysis was defined in the investigated interval and facies boundaries were established. The most perspective part of the pay is the channel deposits which location were identified more precisely after spectral decomposition interpretation in the interval of interest. The lithological model obtained as a result of this project differs qualitatively from all previous models of the investigated formation, due to the following: using the predictive facies boundaries derived from the complex dynamic interpretation of the seismic data to detect geological characteristics more precisely; reconstructing the formation heterogeneity, which is very important for the well position planning and its hydrodynamic studies.
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Improved Subsurface Property Prediction in the Netherlands by Integrating Stratigraphic Forward Modelling
Authors R.A.F. Dalman, P. Karamitopoulos, Q. Sacchi, G.J. Weltje, H. Verweij and E. Salina BorelloClassic geological reservoir characterisation relies on interpolation of high resolution well data with (at best) low resolution seismic derived data. In order to fill the data gap (e.g. in labyrinthine type fluvial deposits) we present a methodology to integrate basin scale information in reservoir scale static models by calibrating output from a Stratigraphic Forward Model (SFM). This project showcases the applicability of the integrated workflow to improve facies and property prediction at different scales. By calibrating the parameterized data from the SFM to independent constraints such as thicknesses from seismic interpretations and well logs the model greatly improve property prediction. Previous studies showed the application to synthetic datasets, this study aims to apply the methodology to the Holocene Rhine-Meuse fluvial deposits in the shallow subsurface of the Netherlands. The extraordinary level of detail in the model of these deposits and the parameterized fluvial sedimentation routine in the SFM used provide an ideal test case for the workflow proposed. The ultimate application of the workflow is intended to improve the geological and property models at greater depth where data coverage is limited.
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Towards an Open-source Web-based Delft3D GeoTool
Authors J.E.A. Storms, D. Walstra, L. Li, H. van der Vegt, W. de Boer, H. van Putten and A. ForzoniNew developments are currently being undertaken to develop a new open source web-based modelling system based on the process-based model Delft3D. This modelling systems (Delft3D-GeoTool) aims to provide non-modeling specialists (as wel as specialists) in the field of sedimentary geology and reservoir geology with tools to easily set up their own model simulations and scenarios, perform post-processing analyses and store the results in a database.
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