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TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
TTI PRODUCTION 
Oil & Gas Services
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
Valuable and low-cost technics to perform local to regional studies from 
Wolrd wide coverage from numerous sensors usable from 1/2500 to 1/500000 scale analysis 
Quick implementation and multi-platform interoperability for quick -look studies 
Fast delivery of results for GIS integration and decision making planning 
Easy Monitoring for Environment & HSE applications 
 covering hard access areas 
 avoiding cloud coverage 
 updating global insight 
 updating poorly map coverage 
 helping poor seismic coverage 
 mapping facilities and logistics 
 Quick acquisition of world-wide data 
 Low cost & efficient technique 
 Spatial positioning & guidelines 
 lead appraisal & block bidding 
 GIS interoperability 
 HSE base-map analysis 
 Helping tool for decision making 
 long distance spatial correlation 
 pre-analysis for acquisition 
 preparing field work 
Extraction of quantified 
parameters 
Geo-modelling 
surface vs subsurface 
relationships 
GIS interoperability 
Extraction of quantified 
parameters 
Geo-modelling 
surface vs subsurface 
relationships 
GIS interoperability 
 extracting quantified parameters 
 surface topography modelling 
 surface vs subsurface relationships
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
Human and technical solutions to provide efficient deliverables for upstream demands 
Human skills 
RS Experts 
Developers 
Equipment 
GIS 
GIS softwares 
Editing 
Data 
RS Images 
Topography 
Maps 
Environments 
Arithmetic 
Statistics 
Factorial 
Deserts 
Nearshore 
Jungle 
Methods Measures 
Transition zone 
Geomorphology 
Landuse 
Geology 
Processing 
softwares 
Thematicians 
Digital mapping 
Environment
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
Objectives 
 Quick look analysis on prospect 
 Expertise on cartographic data reliability 
 Insight on morphology, geology, landuse…. 
 Recommendations for further detail RS analysis 
Constraints 
 Rush study 
 Limited timeframe delay 
 Low cost budget 
 Fast delivery of results 
Topographic QL product Multi-thematic QL map 
Geomorphologic QL 
map and products 
Multidate QL monitoring
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
World wide coverage 
Huge availability of 
archives 
Numerous sensors and 
operators: 
spatial 
spectral 
cost 
reactivity 
Valuable information in other spectral domains than visible 
Near to medium IR 
Thermal 
Radar 
Hyperspectral 
Stereoscopy and 3D 
viewing 
Quantization for Geology 
Interferometry 
Hyperspectral 
Upstream and Downstream approach 
Exploration 
Production 
HSE 
Updating and monitoring numerous geographic items: 
Geology 
Topography 
Urban 
Facilities 
Land use 
Risks 
Access 
Topography & positionning 
GIS 
Virtual reality 
Decision-making
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
Urban fabric 
Industry 
Administrations 
Tourism 
Education 
Networks (road, 
railway) 
Croplands 
Orchards 
Farming 
Forestry 
Natural areas 
Wetlands 
Water 
Land use photo interpretation on orthophotos allows 
a fine analysis of area from a 1:500 to a 1:10 000 
scale.
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
Cadastre layer in blue and land use in red 
The integration of land 
use into cadastre 
parcels showed the 
boundary issue. 
We could resolve it by 
analysing the polygons 
relationship and 
constraining their fusion 
in the GIS . 
Land use is based on vegetation and cadatre 
on administrative limits so the fusion of these 2 
layers needs to be logical and constrain by user 
& GIS rules.
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
Photo-interpretation 
on orthophotos 
coverage of land use 
(urban, croplands, 
natural vegetation, 
rock and water 
features) could help to 
manage the territory. 
In this case, an 
evolution analysis of 
urbanism and 
agricultural changes 
showed the massive 
destruction of 
croplands for isolated 
houses construction. 
2009 
1998
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
The MAHAKAM (Indonesia) Delta 
analysis from 1999 to 2006 showed 
impacts of human activity on mangrove 
forests. 
We could calculate the 
percentages of 
mangrove forest 
extinction during those 
years by removing the 
polygons surfaces. 
In the same time, with 
the GIS analysis we 
could explain the 
reasons of the 
evolution examining 
the relations between 
networks and land use.
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
We used satellite images to set the boundaries of wetlands and potentially 
humid areas in order to protect those areas from human pressure. 
The IR satellite bands highlighted the 
variation in the vegetation or soil humidity 
according to the different circumstances
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
GIS applications : 
1) We can analyze the relationship 
between water surfaces and 
hydrographic networks by 
quantifying the connexions and flow 
directions through water surfaces. 
This way we were able to go 
through GIS processing examining 
the topological lines and polygons 
relationship in order to understand 
where the water came from and will 
eventually end up when it was 
really cut off and had multiple 
origins. 
2) On the same basis, the 
analysis of wetlands 
connexion to water surfaces 
and hydrographic network 
gave us the possibilty to 
understand if wetlands were 
fed by water courses, rains or 
aquifers. We could also 
quantify the degrees of 
purification and water 
retention of each wetland.
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
We 
interpreted 
the land use 
of water, 
housing and 
vegetation in 
order to take 
into account 
the area 
accessibility 
for future 
seismic 
operations 
Bridges, road widths, croplands and etc ...
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
Geological map analysis: 
Together with a GIS and a 
stratigraphic database we 
could look up the relationship 
between the polygons and 
lines and show the mistakes in 
the geological map. 
With a stratigraphical log, the 
GIS request is able to detect 
mistakes and discrepancies. 
It can also automatically detect 
wrong stratigraphic attributions 
and abnormal contacts on 
digitized vectorial and 
geological maps ... 
Stratigraphy 
Geological map analysis 
Correlation between 
polygons (stratigraphy) 
and lines (contacts)
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
Road and pipe line network 
ENVIRONMENTAL 
MAPPING 
PHYSIOGRAPHIC & OIL 
INSTALLATIONS 
ANALYSIS 
Electric network
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
ENVIRONMENTAL MAPPING 
COASTAL 
SENSITIVITY
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
REMOTE SENSING SUITABILITY FOR GROUND SURFACE PARAMETERS 
1st ORDER CLASS 2nd ORDER CLASS TYPE OFDATA IMPACT ON ACQUISITION IMPACT ON LOGISTICS 
TOPOGRAPHY 
GEOMORPHOLOGY 
GEOLOGY 
Slopes 
Scarps 
Terraces 
Height variability 
Hypsometry 
Concavity 
Valleys/ Ridges 
Depressions 
Antiform 
Hydrography 
Bathymetry 
Rock lithologies 
Soil rugosity 
Structural orientation 
Faults 
Folds 
Seismicity 
Weathered surfaces 
DEM 
DIGITAL MAPS 
InSAR 
CAPI 
DEM 
CAPI 
VISIBLE 
SAR 
VISIBLE 
NIR 
SWIR 
SAR 
MAPS 
CAPI 
TYPE OF SEISMIC 
TEMPLATE 
CAMPAIGN DELAY 
RISKS FOR MATERIALS 
RISKS FOR PERSONS 
ACCESSIBILITY (slopes) 
TYPE OF VEHICLES 
LAND USE 
Vegetation 
Populated areas 
Farmlands 
Forests 
Wetlands and water 
National parcs 
VISIBLE 
NIR 
SAR 
DATABASE 
CAPI 
DATA QUALITY 
SEISMIC VELOCITY 
STATIC CORRECTION 
SEISMIC SOURCES 
RISKS FOR PROCESSING 
RISKS FOR PERSONS 
ACCESS FOR VIBRATORS 
DATA QUALITY 
SEISMIC VELOCITY 
STATIC CORRECTION 
RESONANCE 
ABSORPTION 
GROUND ROLL 
RISKS FOR VEHICLES 
TYPE OF SOURCES 
ACCESSIBILITY 
PERMITTING RESTRICTION 
SOCIAL 
TIME DELAY 
TYPE OF SOURCES 
EXTRACTION AND PROCESSING OF MORPHOMETRIC PARAMETERS FROM DEM (5 to 90m resolution) 
surface curvature 
slope aspect 
angular waterpath 
valley geometry 
channel profile etc… 
ADJUSTMENT AND CONTROL OF PROCESSED PARAMETERS ON SATELLITE IMAGERY 
REFINED CALCULATED AND CUSTOMIZED PARAMETERS 
length/ height ratio of valley 
slope gradient 
flooding assessment 
knickpoints and scarps detection 
Assymetry indices 
IBK indices 
More……
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
Beddings 
Morphological scarps 
Dolines - sinkholes 
Photo-facies boundary 
Topo 20m 
Topo 40m 
Topo 60m 
Topo 80m 
Application for geologic investigations in desert areas 
SAR L band 
Analysis of radar texture 
Analysis of spetcral properties of rocks 
Extraction of sand dunes 
Landsat TM 
Relationships between texture and second order 
topography 
Adjustment between wek dipping beddings and 
height curves to detect incipient faulting between key 
markers 
Analysis of topographic profile and surface envelope 
Photo-intepretation 
Adjustment with existing geologic data 
Fractures Photo-lineaments 
SRTM DEM 
PROCESSING 
Speckle removing 
Analysis of surface envelopes for fault scarp indirect detection 
Map product
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
Application for geologic analysis of subtle deformation 
Surface of Key horizon 1 Surface of Key horizon 2 Surface of Key horizon 3 
Mapping of weak dipping key marker beds from high 
resolution image 
Allocation of Z values on beddings 
Surface modelling using 10m DEM 
Surface enveloppe extraction by interpolation 
VIzualisation of positive domal structures 
Analysis of Vertical persistency of morphogological axis 
horizon 1 
horizon 2 
horizon 3 Z value allocation on key 
horizons from 10m DEM
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
Application for seismic line positionning and campaign acquisition 
Photo-interpretation of fault network 
Detection of morphologic scarps from DEM 
Classification of faults (orientation, length, type) 
Calculation of spacing between faults within orientation classes 
=> Guides for line positionning 
Selection of upper cuesta line of valleys by threshold on slopes 
automated digitization and extraction 
Calculation of valley Length and mid-height left and right of the 
river channel. 
Processing of asymmetry of valley indices (Ratio W/H) 
GIS processed attributes table related to point and lines 
=> Guides for campaign acquisition 
Quantizatrion of surface parameters for optimizing pre-analysis
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
Application to peri-arctic region – detection of Muskegs 
Lidar DEM Processing 
Multi-sensor and multi resolution analysis of Peat bogs and Muskegs surfaces 
Water bodies and topographic depressions extraction 
Specific vegetation classification (NDVI, photo-analysis) 
Spatial correlation using advanced GIS queries between: 
density of vegetation and topography 
Type of vegetation communities and density 
Spatial distribution of ponds and river streams 
Classification of slopes, detection of scarps and slope aspects 
=> Mapping of Muskeg types classes for seismic planning
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
Application for cluster positionning 
Cluster positioning by criterion => slope and hydrographic network distance 
Cluster validity automatically processed using GIS 
=> Decision-making support 
Pattern: regular and rectangular kernel of 2500m x 900m, 
Must be aligned on a N110E direction. 
Cluster: Ideally situated in the centre of the pattern. 
Smaller than the pattern: 100m x 150m and floating in a 
buffer zone of 500m x 300m into the pattern 
Validation must fulfill at least 2 criteria 
1st criteria: Slope 
2nd criteria: Hydrography 
Simulated GIS cluster pattern 
Validated cluster 
Unvalidated cluster 
Buffer 
Pattern 
Cluster 
Positionnement des Clusters au sein des Patterns 
11,74% 
7,16% 
80,80% 
100% 
90% 
80% 
70% 
60% 
50% 
40% 
30% 
20% 
10% 
0% 
Critères : pente 4%-5%; hydro 30m 
Pourcentage de Patterns 
Rejetés 
Sous réserve 
Valide 
Distance au centre du Pattern 
0,00% 
53,42% 
0,00% 
60,91% 
0,65% 
68,08% 
2,93% 
75,24% 
3,26% 
79,48% 
4,23% 
83,39% 
4,23% 
85,34% 
5,21% 
89,58% 
8,14% 
91,86% 
5,21% 
88,60% 
120,00% 
100,00% 
80,00% 
60,00% 
40,00% 
20,00% 
0,00% 
0 50 75 90 100 125 150 168 200 214 
Distance au centre du Pattern (m) 
Pourcentage cumulé de Patterns 
Clusters sous réserve 
Clusters valides s.s 
Quantified 
results
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
Application to Hydrogeology and Hydrology 
Classification, extraction of streams, watersheds and slopes Computed GIS attributes 
Channel profiling 
Water bodies 
extraction 
Field campaign 
Joints & fault mapping 
DEM 
IBK indice for soil 
saturation 
Hydrological map editing 
Elongation ratio 
Slopes
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
QUICK LOOK PRE-ANALYSIS – GIS DATABASE & SEMI-AUTOMATED PRODUCTS 
Pipe routing and LNG project 
Flooding assessment modelling 
QL SURFACE DB 
Imagery 
slope 
Landuse DB 
Topography 
PK profiling 
Automated classification 
PK route and risk 
Topography
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
SRTM – 90m 
Expertising data and improving regional data – Geology 
ENVISAT SAR– 25m 
LDST TM5 – 30m 
GRDC Regional geological map 
free of charge data 
low-cost archive images 
GIS building and control 
Format transfert 
Spatial queries 
Indonesia
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
Expertising data and improving regional data - Geology 
Ophiolites 
Carbonates 
Recent carbonates 
Molasse 
Objectives : 
morphostructural highs 
structural trends 
mapping 
possible strike-slip faults 
and faulted folds, 
dipping surfaces Existing geology: 
misfit between cartography 
and satellite imagery 
Structural enhancement 
Final Quick-look map giving new information on structural 
trends and molasse extension 
Comparison and adjustment of existing cross-section 
with morphostructural features
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
CASE STUDY – ALGERIA AHNET – QUICK LOOK PRE-ANALYSIS 
Mesas 
High 
cuestas 
Sandstones 
Flat reg soils 
Habitats and cultures 
Sand dunes 
Folded bedrocks 
Flat surfaces 
Sebkhas 
Sand dunes 
7-9° 
10-14° 
15-25° 
Source data 
Computed 
cartographic 
product 
9,5% 
1 
2 
3 53% 37,5 
%
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
SATELLITE IMAGERY FOR ENVIRONMENT AND SECURITY 
CHALLENGE OBJECTIVES PROPOSED SOLUTIONS 
Camp site settlement 
Available water Ressources 
Line and corridor opening 
Impact assessment on 
populated areas 
Impact on wildlife (fauna and 
flora) 
Risk assessment 
Near shore pollution 
Access and facilities mapping 
Ground water assessment 
Landuse cartography 
GIS database building 
Topography and 
Geomorphology 
Flooding risk assessments 
Dunes movements 
Shallow water bathymetry 
Vegetation mapping
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
LAND USE – Evolutive multi-criterion map and DB – Example Fly Plateform (PNG) 
Multi-date 
Multi source 
Multi resolution 
Multi spectral 
2008 
2001 
1998 
SAR 50 m 
SAR 6,5m 
Optical vs Radar 
Forestry 
Monitoring
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
7 
Geomorphological domains 
6 5 
3 
2 
5 
4 
Morpho-lithology 
Structural geology 
Stratigraphic bibliography 
Geomorphology 
Topography 
Topographic parameters 
Aspect and spatial distribution 
Slope value (degree or %) 
Orientation classes 
Other derived products 
SEISMIC SURVEY PLANIFICATION 
Hydrography and erosion 
Strahler or Horton hierarchical classification 
Erosive processes 
Control and adjustment with photo-analysis 
Hypsometric curves and valley profiles 
Proposed 
seismic survey 
Morphostructural 
accessibility
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
Selection of sensor with spectral visible bands adapted to water penetration 
Selection of sensor with adapted resolution vs thematic items or dimension of features 
Selection of date of acquisition and data quality vs turbidity for water penetration 
APPLICATIONS 
Seismic survey design and planning 
Coastal mapping & sensitivity 
Environmental basemap 
Bathymetry 
Benthic and sandbars mapping 
Pollution and spills 
VHR recent adapted sensor – 0,5m WV2 
Landsat TM sensor – 30m
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
OBJECTIVES RS SOLUTIONS 
HSE studies 
LNG coastal planning 
Environmental impact 
Installations 
Facilities 
Accessibility 
Portuary 
Seismic survey planning 
Shoreline extraction 
Shoreline Monitoring 
Oil spills 
Pollution 
Seismic sources 
Seismic materials 
Logistics 
Human forces 
GIS mapping for EBS 
Accurate mapping scale 
Decision making map products 
Environmental basemap analysis 
High ground resolution (0,5m): 
Mapping 
Features extraction 
Linear network 
Suitable with Lidar DTM/ DEM 
Multispectral resolution (8 bands): 
Shallow water bathymetry 
Landuse 
Vegetation 
Water ressources 
Turbidity 
Benthic mapping 
Wave refraction 
Coastal sensitivity 
Recent very high-resolution sensor capabilities for nearshore sea-bottom mapping 
Water penetration around 20m in clear water conditions
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
Qualitative bathymetry from light penetration 
Quantitative bathymetry from radiance is possible under certain conditions 
Adjustment on existing bathymetric required 
NIR bands – no penetration 
COASTAL band – good penetration 
Pan sharpened 1m 
BASIC CONCEPTS OF BATHYMETRY PROCESSING 
USING OPTICAL REMOTE-SENSING IMAGES 
Light penetration in water is related to wavelength and 
absorption 
Sensor radiance measurement is directly related to: 
Solar radiation intensity 
Attenuation in and out of the atmosphere 
Attenuation by water colum 
Reflectance of sea bottom 
Depth of water 
SEVERAL METHODS 
- Linear transform 
- Jupp’s method 
- Ratio transform 
Calibration on available nautical 
maps with only few points. 
Multidate data set not necessary 
Specific image processing 
Sunglint effect removal by 
statistical method
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
MODIS 1 MODIS 2 MODIS 3 MODIS 4 MODIS 5 
T max °C 
T min °C 
MONITORING OF ICE 
Quick-look analyis 
Selection of low scale data and high repetitivity (MODIS) 
Multidate approach (mid- november 2002 to end of april 2003) 
Local temperature analysis (local database) 
Defining referential coastline 
Mapping of ice extension and variations 
Determination of weather window for acquisition 
Assessing for time window to guarantee compact ice cover for 
light machine accessibility 
MODIS 1 
MODIS 2 
MODIS 3 
MODIS 4 
MODIS 5 
REFERENCE IMAGE 
Rise of temperature
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
MULTI-TEMPORAL ANALYSIS 
METEOROLOGICAL DATA ANALYSIS 
ICES MONITORING
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
ANALYSIS - GENERAL WORKFLOW
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
NNVV / 2009 
Irian Jaya – Papua New Guinea – a case of study
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
Salawati 
~ 500 MMbbl 
Hydrocarbon provinces 
Salawati ( Oil ) : 
Trap: Sedimentary, Reef 
Bintuni ( Gas ) : 
Trap: Structural, Pop-up Oligo-miocene 
Papua FTB 
~ 730 MMbbl + 17 TCF 
Papua FTB ( Oil & Gas ) : 
Trap = Structural, FTB Late Miocene 
Bintuni 
~ 15 TCF 
200 Km 
NV-ER Project 
Indonesia Papua New Guinea 
Objective: Evaluate petroleum system along IJ & PNG Fold Thrust Belt and Foreland Basin 
FTB: High potential
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
400 km 
Geological Map Project
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
W E 
L. Paleozoic Permo-Triassic Jurassic – Cret. Paleogene Miocene Pliocene 
head 
neck 
body 
2 
SW 
Irian Jaya FTB 
 Early compressive phase 
 Positive tectonic inversionThick skin thrusts 
 Lengguru FTB and Bintuni foredeep 
 Uplift of Lengguru & Irian Jaya Fold thrust belts 
 Sub-thrust structures related to Inverted grabens & thin skin 
Foredeep basin NE 
5 km 
Plio- Pleistocene 
Perm 
Upper Cret. 
5 
200 Km 
Irian Jaya FTB 
0 
Twt sec 
Section 1 
Section 2 
S 
R 
25 km 
1 
Berau basin Sekak ridge Bintuni basin 
FTB 
Lengguru FTB 
Structural styles
TTI PRODUCTION 
Earth Observation 
Consulting Services 
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REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
 The island mainly composed by rough and jungle terrains 
 As a spinal column, a FTB spreads along the island axis WNW-ESE 
 A thrusting of 2000 m of New Guinea Limestone occurred 
 Tectonic inversion and wrenching were the most significant structural styles 
 In the face of complex structural setup the seismic coverage was poor 
 Projection systems & stratigraphic correlations differed on the geological maps 
Indonesia Papua New Guinea from 1:1.000.000 geol. Maps 
Irian Jaya 
Geological interpretation improvement
TTI PRODUCTION 
Earth Observation 
Consulting Services 
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REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
Geologic interpretation improvement 
 New ventures launched to get a reliable outcrop data 
 A satellite image interpretation combined with our own sub-surface data 
 To fix geologic discrepancies from morpho-structural analysis 
 And deliver updated geological maps (Digital cartography, multispectral image 
processing, GiS database) 
 Integrate to the work-flow a remote sensing approach to better appreciate potential 
exploration areas 
FINAL SAR ORTHO-MOSAIC
TTI PRODUCTION 
Earth Observation 
Consulting Services 
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REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
World wide coverage 
Huge availability of archives 
Numerous sensors and 
operators: 
 spatial 
 spectral 
 cost 
 reactivity 
Valuable information in other spectral domains than visible 
 Near to medium IR 
 Thermal 
 Radar 
Stereoscopy 
Quantization for Geology 
Interferometry 
Hyperspectral 
Upstream and Downstream approach 
 Exploration 
 Production 
 HSE 
Updating and monitoring numerous geographic items: 
 Geology 
 Topography 
 Urban 
 Installations 
 Land use 
 Risks 
Topography & positionning 
GIS 
Virtual reality 
Decision-making 
Main capabilities of Remote-sensing
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
TTI & Repsol E&P 2010 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
Remote sensing within the E&P chain 
GIS Database 
Final decision 
FOLLOW-UP ABANDON 
ACTION 
STEP 2 
Data acquisition 
STEP 3 
Consolidation 
STEP 1 
Preparation 
 Geological maps 
 Remote sensing regional 
study 
 Wells and seismic data 
 Gravimetry 
 Bibliography 
 Multi-client data 
purchase 
 Consulting 
 Source rocks extension 
 Reservoir extension 
 Tectonic history 
 Cross section 
 Petroleum system 
appraisal 
 Potentiality 
 Economy 
 Field work 
 Remote sensing on 
the prospectivity 
 Sampling of source 
rocks 
 Reservoir analysis 
 Calendar 
 Oil seeps 
 Reliability of surface 
geology 
 Logistic and HSE 
evaluation 
 Contacts and 
consultants 
 Integration of new data (SR, Maturity..) 
 Geochemistry reservoir 
 Calendar of key events 
 Validation of geological maps 
 Structural modelling 
 Validation of Petroleum system and 
reliability 
 New evaluation of residual potential 
Economic appraisal
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
TTI & Repsol E&P 2010 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
GEOLOGICAL 
KNOWLEDGE 
A best suited dataset 
A dedicated image processing and mapping methodology 
GIS applied to Geology 
ADAPTED DATABASE 
Global 
Specific 
Analyse incoherencies & reduce discrepancies between multisource maps 
Define morpho-tectonic domains & structural styles 
New insight on poorly known Fold-belts 
Importance of wrenching 
Main structural styles 
Constrain cross-section building with onshore mapping 
Select key areas for detail mapping study 
Prepare field campaign and logistics 
Improve New Ventures database 
CONSOLIDATION 
An integrated workflow for New frontier Exploration
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
TTI & Repsol E&P 2010 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
 Dense vegetation 
 Sharply elevation changing 
 Swamps and alluvial plains 
 Permanent cloud coverage 
 Tribal conflicts 
 Poor geological map coverage 
 Poor seismic coverage 
 Few facilities and logistics 
 Hard access field-work conditions 
 No insight of global geology 
Tropical region: High level of difficulty
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
Adapted data base: Geocoded data base 
RAW DATA DEM GEOLOGICAL MAPS 
FINAL SAR ORTHO-MOSAIC 
Final geological map 
LANDSAT 5/7 
WSM-BLOCS-WELLS 
Input data 
processing data
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
Geological knowledge: Digital mapping 
SAR Mosaic – 50m structural feature discrepancies 
Combination of SAR & 
digital map 
Spatial re-positioning & control requirements 
for useful mapping results 
==> Structural aspect improvement: 
 fault closures refining 
 dip projected structures at depth 
Geological map adjustment on SAR ortho-mosaic Geological map within photo-analysis
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
TTI & Repsol E&P 2010 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
Geological knowledge: Adapt the methodology 
GRDC nomenclature Bibliography 
Calibration 
scale depending 
Pl M 
SAR texture 
NGL group KtoJ 
 Topographic 
 Geomorphologic 
 Facies 
 Structural geology 
Stratigraphic column correlation 
Well data 
Photo-facies analysis 
Control
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
Illustrated by 
 Post Oligocene thrusting of Jurassic terranes 
onto Derewo metamorphics 
 Numerous thrust splays involving NGL and 
rooted into Kembelangan group 
 Occurrences of lateral ramps trending NW-SE 
 Thick skin tectonics characterizes Mandepuma front 
Geological knowledge: Fix the incoherencies 
 Defining photo-facies 
 Fault posting and geometry 
 Control by structural concepts 
 Lateral extension consistency 
 Respect of structural coherency 
10Km 
Method 
10Km 
The coherency between multi-source 
data leads to homogeneous results 
Pz 
NGL K 
J 
Derewo 
Pliocene 
Qv
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
Geological knowledge: structural styles 
View in view tool 
 geologic map into a mixed image (Geol. 
Map + SAR) 
 allows a refined mapping of geologic 
objects with a QC constrains by SAR
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
Final geological map 
Indonesia Papua New Guinea 1:1.000.000 
Irian Jaya 
Screening data 
Scale: 1/500000 
Refined mapping
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
TTI & Repsol E&P 2010 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
Eastern part of seismic section should 
respect the analyzed surface geology 
X-section: 
 the structural style is characterized by high 
angle faulting-strike slip related to positive 
inversion with a lateral component 
Map: 
 tertiary is nearly vertical 
 cretaceous outcrop in relation with thrust 
sheets 
 occurrences of recent normal faulting 
 lead to a thick-skin tectonics with associated 
collapse in Cenderawasih bay 
E FTB FTB W 
Next step 
25 km 
? 
Consolidation: contribute to X-section building
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
A continuous multi-scale and multi-source 
approach from regional study 
to reservoir appraisal & decision aid 
DEM 
SAR 
GIS of surface geology (Sigeol) exportable GIS 
refined map 
initial map 
Inter-action between New ventures, 
Regional studies & Management 
 low cost technique & reactivity 
 operability world-wide 
 efficient tool for spatial positioning references 
 quick look analysis of HC provinces 
 lead appraisal & block bidding 
 GIS basemap for decision making 
Transverse technique for Oil & Gas 
specialities 
 quantitative parameters for geologists and 
engineers 
 surface vs subsurface relationships 
 Scale compatibility with other geologic 
techniques 
 GIS interoperability with geoscience softwares 
Other application domains 
 HSE 
 Seismic survey 
 Reservoir modelling 
 Pipe/ LNG 
 Tectonic geomorphology 
 Industrial risk assessment
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
LANDSAT TM, IRS 
AVNIR, ASTER, SPOT 1-2 
MEDIUM RESOLUTION IMAGES (10-30m) 
MAP SCALE AT 1:25000 to 1:200000 
QUICKBIRD, IKONOS, 
WORLDVIEW, GEOEYE 
VERY HIGH RESOLUTION (< 2,5m) 
MAP SCALE AT 1:2000 to 1;8000 
PANCHROMATIC or PAN-SHARPENING 
SPOT4-5, ALOS PRISM, CARTOSAT, 
KOMPSAT, ORBVIEW, FORMOSAT 
HIGH RESOLUTION IMAGES (2,5m-5m) 
MAP SCALE AT 1:8000 to 1:35000
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
ANALYSIS – THEMATIC PROCESSING FOR LITHOLOGIC EXTRACTION 
VNIR 321 in RGB – 15m 
SWIR 531 in RGB – 30m 
TIR 531 in RGB – 90m 
Erosion and weathering behaviour of 
rocks using True color displau 
Main rocks classification using 
differential erosive processes enhanced 
by spectral properties in the visible to 
very near IR domains 
Improving discrimination of rocks using 
short wave IR. 
Improving separation of lithologic units 
within main rock units 
Enhancement of structural and 
stratigraphic contacts 
Thermal properties of rocks 
Separation between sedimentary and 
magmatic rocks. 
Discrimination within same unit 
Fault detection 
C 
C
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
ANALYSIS – THEMATIC PROCESSING FOR LITHOLOGIC EXTRACTION 
Enhancing geologic mapping through multispectral analysis 
Decorrelation matrix of the 3 VNIR and 6 SWIR bands is used to create a new neo-channel 
color composite using 99% of the useful spectral information. 
Results: 
Good separation between limestones and Fe2+ rich sandstones in the East 
Unit Ad1b is extending further West under Ad2 
Ryolith in the center of the scene displays 2 different mineral composition 
N15°E faults extend to the south
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
PRINCIPAL COMPONENT ANALYSIS 
DECORRELATION AND BAND RATIOING 
DATA FUSION / PAN-SHARPENING 
SPATIAL AND FREQUENCY FILTERING 
CLASSIFICATION 
Lithologic mapping 
Morphostructural photo-analysis 
Structural features 
Basement features extraction 
Fault mapping 
Control and updating of geological maps
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
ANALYSIS – THEMATIC PROCESSING FOR STRUCTURAL ASPECT 
Discriminating lithologic units using ratioing and 
Principal component analysis can be useful to 
separate a single regional specific unit that can be 
considered as a lithostratigraphic boundary 
=> Defining a key marker bed/ contact for structural 
analysis 
improving structural aspects and fault network 
dolomitic interval within the Ad2 Limestone formation 
has a light blue tone that is easily recognized within 
the sedimentary cover. 
Variation of cartographic width suggest an asymetric 
NS fold toward the West 
VNIR 321 in RGB – 15m 
PCA1,23 in RGB 
Original map
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
ANALYSIS – DATA FUSION AND RESAMPLING
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
- Hydrocarbon Exploration (permeability, deep analog, reservoir analog, etc…) 
- Hydrogeology (Fluid flow modelisation, natural hazard etc…) 
- CO2 Storage (surface leaks, etc…) 
- Mineral exploration (fluid circulation, mineral accumulation, hydrothermalism, etc…) 
Geostatistics 
Orientation 
Length 
Density 
Connectivity 
Spacing 
Curvature 
Analysis of fracture network applied to various 
Geosciences domains
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
Image resolution vs scaling properties 
r < 1m 2 < r < 15m r > 20m 
Hydrocarbure exploration 
- Joints 
- small fractures 
- Veins 
- Faults 
- Fractures Corridors (FC) 
- Fractures swarms 
- Faults & Lineaments 
- Regional Fractures Corridors 
(FC) 
- Fracture porosity 
- BC fractures 
- Diffuse network 
- Pervasive fractures 
- Highly Persistant Fracture 
(HPF) 
- spatial interpolation 
- Highly Persistant Fracture 
(HPF) 
DEFINING OBJECT 
DEFINING SCALE 
SELECTING INPUT 
RESOLUTION 
ADJUSTING IMAGE DATA 
VH to M Resolution 
Fracture Corridors 
10m to n x 1km 
No offset 
Faults 
offsets 
100m to 1 km, offset<20m (subseismic) 
500m- 100 km, offset >10m (seismic) 
Fractures/Joints/ veins 
Bed Confined (BC) 
n < 10m 
No offset 
Surface analog helps filling scale gap for 
subsurface fault modelling
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
Hydrocarbon Exploration - Geostatistics vs geologic setting 
orientation vs lithology orientation within structural block orientation vs length 
Deviated trajectories 
vs folding 
Histogram and rose diagrams Faulting vs folding
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
Power law distribution of length 
Fracture deviation near main fault 
Influence of lithology 
Impact on density 
Timing appraisal 
Classification on length and spatial distribution 
Buffer analysis 
Spacing profile on 
fracture class 
Hydrocarbon Exploration – Geostatistics analysis 
Spacing distance infra and inter beddings
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
Hydrocarbon Exploration - Geostatistics analysis (continued) 
Spatial visualisation of fractures density 
Spatial visualisation of connectivity 
Dynamic impact on circulation 
14 
12 
10 
8 
6 
4 
2 
0 
Buffer analysis on major faults 
Curvature and deviation at 
proximity of main fault 
GF 1 GF 2 GF 3 GF 4 GF 5 GF 6 GF 7 GF 8 Filon 1 Filon 2 Filon 3 Filon 4 
50m 
100m 
200m 
Fracture density / connectivity 
Fractures Corridor (FC) detection 
Influence by main faults and FC 
Integrated parameter for Fault/fractures relationships 
40 
35 
30 
25 
20 
15 
10 
5 
0 
GF 1 GF 2 GF 3 GF 4 GF 5 GF 6 GF 7 GF 8 Filon 1 Filon 2 Filon 3 Filon 4 
N120E 
N030E 
N090E 
N00E 
=> Matrix block organization 
Curvature 
Influence by main faults 
Tectonic calendar assessment 
Relationship between fault orientation Curvated fracture graphic and fracture curvature
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
Hydrogeology – Mineral Exploration – CO2 Storage - Geothermy 
Linking fracture type to porosity 
Distribution of faults and joints 
Spatial connectivity 
=> Water flow modelling in Hydrogeology 
Surface mapping of fault network for CO2 storage: 
- Fracture orientation and spacing for possible pathways 
- Leaking processes appraisal from Geobotanic analysis 
- Future Hyperspectral analysis 
Fracture density and fracture 
connectivity mapping products 
Undirect detection of water presence: 
- Vegetation Indices 
- Spectral discrimination of hydroxydes 
- Springs and mineralization 
- Soil rugosity and water penetration 
Automated extraction of lineaments 
and adjustment by photo-analysis for 
Mineral Exploration 
Laterites 
Field control
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
DATA INPUT AND DELIVERABLES
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
DEM HIGH RESOLUTION PRODUCTION & WORKFLOW
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
USING GIS TOPOLOGY AND DIGITAL MAPPING TECHNICS - SIGEOL® 
SURFACE GEOLOGY 
Structural setting enhancement 
Improving map cover 
Getting new dips 
Spatial correlation of structures 
Adjustment sub-surface/ surface 
ATTRIBUTE GEODATABASE
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
EXTRACTING AND PROCESSING GEOLOGIC PARAMETERS - SIGEOL® 
 Beddings line-drawing 
 Photo-facies mapping 
 Fracture geostatistics 
 Dip quantization 
 Photo-stratigraphy 
 Thickness quantization 
 automated stratigraphic column 
 cross-section header 
 3D viewing 
 export to modellers 
 Virtual reality 
 Cross-section header 
150 
0m 
140 
0m 
130 
0m 
120 
0m 
110 
0m 
100 
0m 
900 
m 
800 
m 
N 
100m
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
AN EXAMPLE OF SIGEOL® Tool - DIP processing 
Surface slope dip (< 10°) Dip from known thickness 
Several methods suitable for data type input, scale, technics 
Morphostructutal dip (qualitative) 
Dip digitization from maps 
Dip 3 points 
Dip from beddings 
Dip from thickness 
Dip from structural slope 
Qualitative dips (DEM not available?) 
3 pts dip Dip from contact trace
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
SIGEOL® is a Geological Information System that runs as a plugin on TNTMips® and free TNTLite ® 
softwares. 
It helps the field or petroleum geologists to build advanced saptio(maps and database using GIS technics, 
3D calculation from DEM and dedicated geo-styles to produce efficient added-value cartographic products. 
Through direct use of calculated geologic features and thematic geo-attributes, SIGEOL allows to perform 
surface geology and morphostructural studies using spatial cross-correlations between computed or 
mapped parameters. 
It is a powerful digital mapping tool developped by TTI Production and has been designed to improve 
2D/3D surface geologic mapping. 
SIGEOL is usable for digital mapping of high resolution to mid-resolution satellite images and DEM for the 
Petroleum, Mining industry as well as a field mapping solution 
Current research are centered on: 
GIS 3D 
Cartographic heave calculation of faults. 
GIS export routines to ensure complete interoperabiltiy with other GIS softwares used in the Petroleum 
industry. 
Integration of Geomorphological tools 
Curvature analysis of folds
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
In hard-access areas poorly covered by 
geological maps and field terrain 
campaign, information on stratigraphy 
and lithology can be missing. 
The relative stratigraphic database allows 
to perform relative stratigraphic 
allocation by using the basic principle of 
superposition . 
SIGEOL® database 
SIGEOL allows to assign both the top and/or the base 
of a single unit or formation using vector topology. 
Each contact is identified by its stratigraphic and 
lithologic properties. 
Topology allows to validate occurence of 
unconformity, thickness variation or position of a fold 
axis.
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
SIGEOL® database 
Various databases are available in SIGEOL dealing with Geology, Volcanism, Sedimentary, Geochemistry and 
Metamorphism. 
Secondary database are linked to the main DB and correspond to more detail characteristics that can be used for 
a complete geological analysis. 
Some of these databases have been constructed to help the geologist with information that only coud be available 
during a field campaign or in laboratory operations. These specific information like Geochemistry, Granulometry 
etc... could be integrated in the GIS analysis “a posteriori” to perform more accurate cross correlation queries 
with the information taken out from a remote-sensing analysis.
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
SIGEOL® - computed parameters for geology - Dips 
Digitization from existing map 
3 points plane calculation 
Dip from known thickness and heights 
Qualitative dips 
Depending on data input and availability dips 
can be computed with several methods from 
DEM data
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
Quantifying 
structural slopes 
using Fourier 
transform 
Data strips extraction along topographic section 
Cross-section automated header and manifold construction 
Apparent and true 
thickness computing
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
Stratigraphic column 
computing 
Wulff projection
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
3D Perspective viewing 
3D fly by 
Anaglyphs 
Stereo 
Chromadepth 
Complete geo-attribute 
table
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
PhD thesis – Nahossio GONGA – 2007/2010
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
Quantifying the accuracy of gridded elevation models 
Comparison by 
thresholding on Dinf, 
D8 and Rho8 methods 
Evaluating the best methods for 
stream extraction and modelling of 
accumulation in transition zones 
between foothills and mountains
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
Automated fault detection 
from Knick-point computing 
using DEM 
Parameters General Workflow
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
Thematic queries and 
cross-correlation 
capabilities
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
Case study – Sierra Nacimiento
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
NEW HIGH RESOLUTION DIGITAL ELEVATION MODEL FROM 
SATELLITE ALOS (*) STEREOSCOPIC IMAGES 
SURFACE TOPOGRAPHY FOR QUANTIFIED GEOLOGY 
AND EXPLORATION MAPPING PRODUCTS 
(*) Advanced Land Observing Satellite
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
PRISM SENSOR CHARACTERISTICS 
Satellite launched in 2006 - JAXA 
Scientific and commercial program 
Yearly acquisition program 
Worldwide complete coverage 
Along track stereo 
High resolution nadir view (2,5m) 
2 modes (backward / forward) 
Programming is possible but not easy and time consuming 
Delivery timeframe is less than 2 weeks 
Quality/ price ratio: Very good 
Surface/ price ratio: Very good 
Resolution/ price ratio: Good
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
PROCESSING WORKFLOW AND ALGORITHM
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
ACCURATE TOPOGRAPHIC PRODUCTS 
Minimizing distorsion on steep slopes - Orthorectifaction Adjusted Accurate Z values for accessibility mapping mapping of photo-horizons 
XY accuracy: 5m 
Z accuracy: 2,5 to 3m 
Accurate Orthorectified products 
Maximum scale analysis is 1/8500 
Optimized scale analysis is 1/12000 
Stereoscopic photo-analysis 
DEM processing 
Anaglyph products 
Geological mapping, 
Tectonic Geomorphology 
Landuse mapping 
Dip processing 
Topographic profiles 
Hypsometry 
Pan-sharpening capability 
PRISM 2,5m + AVNIR 10m 
=> OC®5m color product
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 
Pan sharpening data fusion Geological end-products 
 Beddings contours 
 Fracture picking 
 Dip quantization 
 Litho-stratigraphic analysis 
 Beddings thickness 
 3D viewing 
 3D simulation 
 Virtual reality 
Geological map and Dip processing Fracture mapping
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY
TTI PRODUCTION 
Earth Observation 
Consulting Services 
www.tti.fr 
REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY

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TTI Production services

  • 1. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY TTI PRODUCTION Oil & Gas Services
  • 2. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY Valuable and low-cost technics to perform local to regional studies from Wolrd wide coverage from numerous sensors usable from 1/2500 to 1/500000 scale analysis Quick implementation and multi-platform interoperability for quick -look studies Fast delivery of results for GIS integration and decision making planning Easy Monitoring for Environment & HSE applications  covering hard access areas  avoiding cloud coverage  updating global insight  updating poorly map coverage  helping poor seismic coverage  mapping facilities and logistics  Quick acquisition of world-wide data  Low cost & efficient technique  Spatial positioning & guidelines  lead appraisal & block bidding  GIS interoperability  HSE base-map analysis  Helping tool for decision making  long distance spatial correlation  pre-analysis for acquisition  preparing field work Extraction of quantified parameters Geo-modelling surface vs subsurface relationships GIS interoperability Extraction of quantified parameters Geo-modelling surface vs subsurface relationships GIS interoperability  extracting quantified parameters  surface topography modelling  surface vs subsurface relationships
  • 3. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY Human and technical solutions to provide efficient deliverables for upstream demands Human skills RS Experts Developers Equipment GIS GIS softwares Editing Data RS Images Topography Maps Environments Arithmetic Statistics Factorial Deserts Nearshore Jungle Methods Measures Transition zone Geomorphology Landuse Geology Processing softwares Thematicians Digital mapping Environment
  • 4. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY Objectives  Quick look analysis on prospect  Expertise on cartographic data reliability  Insight on morphology, geology, landuse….  Recommendations for further detail RS analysis Constraints  Rush study  Limited timeframe delay  Low cost budget  Fast delivery of results Topographic QL product Multi-thematic QL map Geomorphologic QL map and products Multidate QL monitoring
  • 5. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY World wide coverage Huge availability of archives Numerous sensors and operators: spatial spectral cost reactivity Valuable information in other spectral domains than visible Near to medium IR Thermal Radar Hyperspectral Stereoscopy and 3D viewing Quantization for Geology Interferometry Hyperspectral Upstream and Downstream approach Exploration Production HSE Updating and monitoring numerous geographic items: Geology Topography Urban Facilities Land use Risks Access Topography & positionning GIS Virtual reality Decision-making
  • 6. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY Urban fabric Industry Administrations Tourism Education Networks (road, railway) Croplands Orchards Farming Forestry Natural areas Wetlands Water Land use photo interpretation on orthophotos allows a fine analysis of area from a 1:500 to a 1:10 000 scale.
  • 7. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY Cadastre layer in blue and land use in red The integration of land use into cadastre parcels showed the boundary issue. We could resolve it by analysing the polygons relationship and constraining their fusion in the GIS . Land use is based on vegetation and cadatre on administrative limits so the fusion of these 2 layers needs to be logical and constrain by user & GIS rules.
  • 8. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY Photo-interpretation on orthophotos coverage of land use (urban, croplands, natural vegetation, rock and water features) could help to manage the territory. In this case, an evolution analysis of urbanism and agricultural changes showed the massive destruction of croplands for isolated houses construction. 2009 1998
  • 9. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY The MAHAKAM (Indonesia) Delta analysis from 1999 to 2006 showed impacts of human activity on mangrove forests. We could calculate the percentages of mangrove forest extinction during those years by removing the polygons surfaces. In the same time, with the GIS analysis we could explain the reasons of the evolution examining the relations between networks and land use.
  • 10. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY We used satellite images to set the boundaries of wetlands and potentially humid areas in order to protect those areas from human pressure. The IR satellite bands highlighted the variation in the vegetation or soil humidity according to the different circumstances
  • 11. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY GIS applications : 1) We can analyze the relationship between water surfaces and hydrographic networks by quantifying the connexions and flow directions through water surfaces. This way we were able to go through GIS processing examining the topological lines and polygons relationship in order to understand where the water came from and will eventually end up when it was really cut off and had multiple origins. 2) On the same basis, the analysis of wetlands connexion to water surfaces and hydrographic network gave us the possibilty to understand if wetlands were fed by water courses, rains or aquifers. We could also quantify the degrees of purification and water retention of each wetland.
  • 12. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY We interpreted the land use of water, housing and vegetation in order to take into account the area accessibility for future seismic operations Bridges, road widths, croplands and etc ...
  • 13. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY Geological map analysis: Together with a GIS and a stratigraphic database we could look up the relationship between the polygons and lines and show the mistakes in the geological map. With a stratigraphical log, the GIS request is able to detect mistakes and discrepancies. It can also automatically detect wrong stratigraphic attributions and abnormal contacts on digitized vectorial and geological maps ... Stratigraphy Geological map analysis Correlation between polygons (stratigraphy) and lines (contacts)
  • 14. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY Road and pipe line network ENVIRONMENTAL MAPPING PHYSIOGRAPHIC & OIL INSTALLATIONS ANALYSIS Electric network
  • 15. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY ENVIRONMENTAL MAPPING COASTAL SENSITIVITY
  • 16. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY REMOTE SENSING SUITABILITY FOR GROUND SURFACE PARAMETERS 1st ORDER CLASS 2nd ORDER CLASS TYPE OFDATA IMPACT ON ACQUISITION IMPACT ON LOGISTICS TOPOGRAPHY GEOMORPHOLOGY GEOLOGY Slopes Scarps Terraces Height variability Hypsometry Concavity Valleys/ Ridges Depressions Antiform Hydrography Bathymetry Rock lithologies Soil rugosity Structural orientation Faults Folds Seismicity Weathered surfaces DEM DIGITAL MAPS InSAR CAPI DEM CAPI VISIBLE SAR VISIBLE NIR SWIR SAR MAPS CAPI TYPE OF SEISMIC TEMPLATE CAMPAIGN DELAY RISKS FOR MATERIALS RISKS FOR PERSONS ACCESSIBILITY (slopes) TYPE OF VEHICLES LAND USE Vegetation Populated areas Farmlands Forests Wetlands and water National parcs VISIBLE NIR SAR DATABASE CAPI DATA QUALITY SEISMIC VELOCITY STATIC CORRECTION SEISMIC SOURCES RISKS FOR PROCESSING RISKS FOR PERSONS ACCESS FOR VIBRATORS DATA QUALITY SEISMIC VELOCITY STATIC CORRECTION RESONANCE ABSORPTION GROUND ROLL RISKS FOR VEHICLES TYPE OF SOURCES ACCESSIBILITY PERMITTING RESTRICTION SOCIAL TIME DELAY TYPE OF SOURCES EXTRACTION AND PROCESSING OF MORPHOMETRIC PARAMETERS FROM DEM (5 to 90m resolution) surface curvature slope aspect angular waterpath valley geometry channel profile etc… ADJUSTMENT AND CONTROL OF PROCESSED PARAMETERS ON SATELLITE IMAGERY REFINED CALCULATED AND CUSTOMIZED PARAMETERS length/ height ratio of valley slope gradient flooding assessment knickpoints and scarps detection Assymetry indices IBK indices More……
  • 17. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY Beddings Morphological scarps Dolines - sinkholes Photo-facies boundary Topo 20m Topo 40m Topo 60m Topo 80m Application for geologic investigations in desert areas SAR L band Analysis of radar texture Analysis of spetcral properties of rocks Extraction of sand dunes Landsat TM Relationships between texture and second order topography Adjustment between wek dipping beddings and height curves to detect incipient faulting between key markers Analysis of topographic profile and surface envelope Photo-intepretation Adjustment with existing geologic data Fractures Photo-lineaments SRTM DEM PROCESSING Speckle removing Analysis of surface envelopes for fault scarp indirect detection Map product
  • 18. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY Application for geologic analysis of subtle deformation Surface of Key horizon 1 Surface of Key horizon 2 Surface of Key horizon 3 Mapping of weak dipping key marker beds from high resolution image Allocation of Z values on beddings Surface modelling using 10m DEM Surface enveloppe extraction by interpolation VIzualisation of positive domal structures Analysis of Vertical persistency of morphogological axis horizon 1 horizon 2 horizon 3 Z value allocation on key horizons from 10m DEM
  • 19. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY Application for seismic line positionning and campaign acquisition Photo-interpretation of fault network Detection of morphologic scarps from DEM Classification of faults (orientation, length, type) Calculation of spacing between faults within orientation classes => Guides for line positionning Selection of upper cuesta line of valleys by threshold on slopes automated digitization and extraction Calculation of valley Length and mid-height left and right of the river channel. Processing of asymmetry of valley indices (Ratio W/H) GIS processed attributes table related to point and lines => Guides for campaign acquisition Quantizatrion of surface parameters for optimizing pre-analysis
  • 20. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY Application to peri-arctic region – detection of Muskegs Lidar DEM Processing Multi-sensor and multi resolution analysis of Peat bogs and Muskegs surfaces Water bodies and topographic depressions extraction Specific vegetation classification (NDVI, photo-analysis) Spatial correlation using advanced GIS queries between: density of vegetation and topography Type of vegetation communities and density Spatial distribution of ponds and river streams Classification of slopes, detection of scarps and slope aspects => Mapping of Muskeg types classes for seismic planning
  • 21. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY Application for cluster positionning Cluster positioning by criterion => slope and hydrographic network distance Cluster validity automatically processed using GIS => Decision-making support Pattern: regular and rectangular kernel of 2500m x 900m, Must be aligned on a N110E direction. Cluster: Ideally situated in the centre of the pattern. Smaller than the pattern: 100m x 150m and floating in a buffer zone of 500m x 300m into the pattern Validation must fulfill at least 2 criteria 1st criteria: Slope 2nd criteria: Hydrography Simulated GIS cluster pattern Validated cluster Unvalidated cluster Buffer Pattern Cluster Positionnement des Clusters au sein des Patterns 11,74% 7,16% 80,80% 100% 90% 80% 70% 60% 50% 40% 30% 20% 10% 0% Critères : pente 4%-5%; hydro 30m Pourcentage de Patterns Rejetés Sous réserve Valide Distance au centre du Pattern 0,00% 53,42% 0,00% 60,91% 0,65% 68,08% 2,93% 75,24% 3,26% 79,48% 4,23% 83,39% 4,23% 85,34% 5,21% 89,58% 8,14% 91,86% 5,21% 88,60% 120,00% 100,00% 80,00% 60,00% 40,00% 20,00% 0,00% 0 50 75 90 100 125 150 168 200 214 Distance au centre du Pattern (m) Pourcentage cumulé de Patterns Clusters sous réserve Clusters valides s.s Quantified results
  • 22. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY Application to Hydrogeology and Hydrology Classification, extraction of streams, watersheds and slopes Computed GIS attributes Channel profiling Water bodies extraction Field campaign Joints & fault mapping DEM IBK indice for soil saturation Hydrological map editing Elongation ratio Slopes
  • 23. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY QUICK LOOK PRE-ANALYSIS – GIS DATABASE & SEMI-AUTOMATED PRODUCTS Pipe routing and LNG project Flooding assessment modelling QL SURFACE DB Imagery slope Landuse DB Topography PK profiling Automated classification PK route and risk Topography
  • 24. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY SRTM – 90m Expertising data and improving regional data – Geology ENVISAT SAR– 25m LDST TM5 – 30m GRDC Regional geological map free of charge data low-cost archive images GIS building and control Format transfert Spatial queries Indonesia
  • 25. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY Expertising data and improving regional data - Geology Ophiolites Carbonates Recent carbonates Molasse Objectives : morphostructural highs structural trends mapping possible strike-slip faults and faulted folds, dipping surfaces Existing geology: misfit between cartography and satellite imagery Structural enhancement Final Quick-look map giving new information on structural trends and molasse extension Comparison and adjustment of existing cross-section with morphostructural features
  • 26. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY CASE STUDY – ALGERIA AHNET – QUICK LOOK PRE-ANALYSIS Mesas High cuestas Sandstones Flat reg soils Habitats and cultures Sand dunes Folded bedrocks Flat surfaces Sebkhas Sand dunes 7-9° 10-14° 15-25° Source data Computed cartographic product 9,5% 1 2 3 53% 37,5 %
  • 27. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY SATELLITE IMAGERY FOR ENVIRONMENT AND SECURITY CHALLENGE OBJECTIVES PROPOSED SOLUTIONS Camp site settlement Available water Ressources Line and corridor opening Impact assessment on populated areas Impact on wildlife (fauna and flora) Risk assessment Near shore pollution Access and facilities mapping Ground water assessment Landuse cartography GIS database building Topography and Geomorphology Flooding risk assessments Dunes movements Shallow water bathymetry Vegetation mapping
  • 28. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY LAND USE – Evolutive multi-criterion map and DB – Example Fly Plateform (PNG) Multi-date Multi source Multi resolution Multi spectral 2008 2001 1998 SAR 50 m SAR 6,5m Optical vs Radar Forestry Monitoring
  • 29. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 7 Geomorphological domains 6 5 3 2 5 4 Morpho-lithology Structural geology Stratigraphic bibliography Geomorphology Topography Topographic parameters Aspect and spatial distribution Slope value (degree or %) Orientation classes Other derived products SEISMIC SURVEY PLANIFICATION Hydrography and erosion Strahler or Horton hierarchical classification Erosive processes Control and adjustment with photo-analysis Hypsometric curves and valley profiles Proposed seismic survey Morphostructural accessibility
  • 30. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY Selection of sensor with spectral visible bands adapted to water penetration Selection of sensor with adapted resolution vs thematic items or dimension of features Selection of date of acquisition and data quality vs turbidity for water penetration APPLICATIONS Seismic survey design and planning Coastal mapping & sensitivity Environmental basemap Bathymetry Benthic and sandbars mapping Pollution and spills VHR recent adapted sensor – 0,5m WV2 Landsat TM sensor – 30m
  • 31. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY OBJECTIVES RS SOLUTIONS HSE studies LNG coastal planning Environmental impact Installations Facilities Accessibility Portuary Seismic survey planning Shoreline extraction Shoreline Monitoring Oil spills Pollution Seismic sources Seismic materials Logistics Human forces GIS mapping for EBS Accurate mapping scale Decision making map products Environmental basemap analysis High ground resolution (0,5m): Mapping Features extraction Linear network Suitable with Lidar DTM/ DEM Multispectral resolution (8 bands): Shallow water bathymetry Landuse Vegetation Water ressources Turbidity Benthic mapping Wave refraction Coastal sensitivity Recent very high-resolution sensor capabilities for nearshore sea-bottom mapping Water penetration around 20m in clear water conditions
  • 32. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY Qualitative bathymetry from light penetration Quantitative bathymetry from radiance is possible under certain conditions Adjustment on existing bathymetric required NIR bands – no penetration COASTAL band – good penetration Pan sharpened 1m BASIC CONCEPTS OF BATHYMETRY PROCESSING USING OPTICAL REMOTE-SENSING IMAGES Light penetration in water is related to wavelength and absorption Sensor radiance measurement is directly related to: Solar radiation intensity Attenuation in and out of the atmosphere Attenuation by water colum Reflectance of sea bottom Depth of water SEVERAL METHODS - Linear transform - Jupp’s method - Ratio transform Calibration on available nautical maps with only few points. Multidate data set not necessary Specific image processing Sunglint effect removal by statistical method
  • 33. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY MODIS 1 MODIS 2 MODIS 3 MODIS 4 MODIS 5 T max °C T min °C MONITORING OF ICE Quick-look analyis Selection of low scale data and high repetitivity (MODIS) Multidate approach (mid- november 2002 to end of april 2003) Local temperature analysis (local database) Defining referential coastline Mapping of ice extension and variations Determination of weather window for acquisition Assessing for time window to guarantee compact ice cover for light machine accessibility MODIS 1 MODIS 2 MODIS 3 MODIS 4 MODIS 5 REFERENCE IMAGE Rise of temperature
  • 34. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY MULTI-TEMPORAL ANALYSIS METEOROLOGICAL DATA ANALYSIS ICES MONITORING
  • 35. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY ANALYSIS - GENERAL WORKFLOW
  • 36. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY NNVV / 2009 Irian Jaya – Papua New Guinea – a case of study
  • 37. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY Salawati ~ 500 MMbbl Hydrocarbon provinces Salawati ( Oil ) : Trap: Sedimentary, Reef Bintuni ( Gas ) : Trap: Structural, Pop-up Oligo-miocene Papua FTB ~ 730 MMbbl + 17 TCF Papua FTB ( Oil & Gas ) : Trap = Structural, FTB Late Miocene Bintuni ~ 15 TCF 200 Km NV-ER Project Indonesia Papua New Guinea Objective: Evaluate petroleum system along IJ & PNG Fold Thrust Belt and Foreland Basin FTB: High potential
  • 38. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 400 km Geological Map Project
  • 39. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY W E L. Paleozoic Permo-Triassic Jurassic – Cret. Paleogene Miocene Pliocene head neck body 2 SW Irian Jaya FTB  Early compressive phase  Positive tectonic inversionThick skin thrusts  Lengguru FTB and Bintuni foredeep  Uplift of Lengguru & Irian Jaya Fold thrust belts  Sub-thrust structures related to Inverted grabens & thin skin Foredeep basin NE 5 km Plio- Pleistocene Perm Upper Cret. 5 200 Km Irian Jaya FTB 0 Twt sec Section 1 Section 2 S R 25 km 1 Berau basin Sekak ridge Bintuni basin FTB Lengguru FTB Structural styles
  • 40. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY  The island mainly composed by rough and jungle terrains  As a spinal column, a FTB spreads along the island axis WNW-ESE  A thrusting of 2000 m of New Guinea Limestone occurred  Tectonic inversion and wrenching were the most significant structural styles  In the face of complex structural setup the seismic coverage was poor  Projection systems & stratigraphic correlations differed on the geological maps Indonesia Papua New Guinea from 1:1.000.000 geol. Maps Irian Jaya Geological interpretation improvement
  • 41. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY Geologic interpretation improvement  New ventures launched to get a reliable outcrop data  A satellite image interpretation combined with our own sub-surface data  To fix geologic discrepancies from morpho-structural analysis  And deliver updated geological maps (Digital cartography, multispectral image processing, GiS database)  Integrate to the work-flow a remote sensing approach to better appreciate potential exploration areas FINAL SAR ORTHO-MOSAIC
  • 42. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY World wide coverage Huge availability of archives Numerous sensors and operators:  spatial  spectral  cost  reactivity Valuable information in other spectral domains than visible  Near to medium IR  Thermal  Radar Stereoscopy Quantization for Geology Interferometry Hyperspectral Upstream and Downstream approach  Exploration  Production  HSE Updating and monitoring numerous geographic items:  Geology  Topography  Urban  Installations  Land use  Risks Topography & positionning GIS Virtual reality Decision-making Main capabilities of Remote-sensing
  • 43. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr TTI & Repsol E&P 2010 REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY Remote sensing within the E&P chain GIS Database Final decision FOLLOW-UP ABANDON ACTION STEP 2 Data acquisition STEP 3 Consolidation STEP 1 Preparation  Geological maps  Remote sensing regional study  Wells and seismic data  Gravimetry  Bibliography  Multi-client data purchase  Consulting  Source rocks extension  Reservoir extension  Tectonic history  Cross section  Petroleum system appraisal  Potentiality  Economy  Field work  Remote sensing on the prospectivity  Sampling of source rocks  Reservoir analysis  Calendar  Oil seeps  Reliability of surface geology  Logistic and HSE evaluation  Contacts and consultants  Integration of new data (SR, Maturity..)  Geochemistry reservoir  Calendar of key events  Validation of geological maps  Structural modelling  Validation of Petroleum system and reliability  New evaluation of residual potential Economic appraisal
  • 44. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr TTI & Repsol E&P 2010 REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY GEOLOGICAL KNOWLEDGE A best suited dataset A dedicated image processing and mapping methodology GIS applied to Geology ADAPTED DATABASE Global Specific Analyse incoherencies & reduce discrepancies between multisource maps Define morpho-tectonic domains & structural styles New insight on poorly known Fold-belts Importance of wrenching Main structural styles Constrain cross-section building with onshore mapping Select key areas for detail mapping study Prepare field campaign and logistics Improve New Ventures database CONSOLIDATION An integrated workflow for New frontier Exploration
  • 45. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr TTI & Repsol E&P 2010 REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY  Dense vegetation  Sharply elevation changing  Swamps and alluvial plains  Permanent cloud coverage  Tribal conflicts  Poor geological map coverage  Poor seismic coverage  Few facilities and logistics  Hard access field-work conditions  No insight of global geology Tropical region: High level of difficulty
  • 46. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY Adapted data base: Geocoded data base RAW DATA DEM GEOLOGICAL MAPS FINAL SAR ORTHO-MOSAIC Final geological map LANDSAT 5/7 WSM-BLOCS-WELLS Input data processing data
  • 47. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY Geological knowledge: Digital mapping SAR Mosaic – 50m structural feature discrepancies Combination of SAR & digital map Spatial re-positioning & control requirements for useful mapping results ==> Structural aspect improvement:  fault closures refining  dip projected structures at depth Geological map adjustment on SAR ortho-mosaic Geological map within photo-analysis
  • 48. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr TTI & Repsol E&P 2010 REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY Geological knowledge: Adapt the methodology GRDC nomenclature Bibliography Calibration scale depending Pl M SAR texture NGL group KtoJ  Topographic  Geomorphologic  Facies  Structural geology Stratigraphic column correlation Well data Photo-facies analysis Control
  • 49. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY Illustrated by  Post Oligocene thrusting of Jurassic terranes onto Derewo metamorphics  Numerous thrust splays involving NGL and rooted into Kembelangan group  Occurrences of lateral ramps trending NW-SE  Thick skin tectonics characterizes Mandepuma front Geological knowledge: Fix the incoherencies  Defining photo-facies  Fault posting and geometry  Control by structural concepts  Lateral extension consistency  Respect of structural coherency 10Km Method 10Km The coherency between multi-source data leads to homogeneous results Pz NGL K J Derewo Pliocene Qv
  • 50. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY Geological knowledge: structural styles View in view tool  geologic map into a mixed image (Geol. Map + SAR)  allows a refined mapping of geologic objects with a QC constrains by SAR
  • 51. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY Final geological map Indonesia Papua New Guinea 1:1.000.000 Irian Jaya Screening data Scale: 1/500000 Refined mapping
  • 52. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr TTI & Repsol E&P 2010 REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY Eastern part of seismic section should respect the analyzed surface geology X-section:  the structural style is characterized by high angle faulting-strike slip related to positive inversion with a lateral component Map:  tertiary is nearly vertical  cretaceous outcrop in relation with thrust sheets  occurrences of recent normal faulting  lead to a thick-skin tectonics with associated collapse in Cenderawasih bay E FTB FTB W Next step 25 km ? Consolidation: contribute to X-section building
  • 53. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY A continuous multi-scale and multi-source approach from regional study to reservoir appraisal & decision aid DEM SAR GIS of surface geology (Sigeol) exportable GIS refined map initial map Inter-action between New ventures, Regional studies & Management  low cost technique & reactivity  operability world-wide  efficient tool for spatial positioning references  quick look analysis of HC provinces  lead appraisal & block bidding  GIS basemap for decision making Transverse technique for Oil & Gas specialities  quantitative parameters for geologists and engineers  surface vs subsurface relationships  Scale compatibility with other geologic techniques  GIS interoperability with geoscience softwares Other application domains  HSE  Seismic survey  Reservoir modelling  Pipe/ LNG  Tectonic geomorphology  Industrial risk assessment
  • 54. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY LANDSAT TM, IRS AVNIR, ASTER, SPOT 1-2 MEDIUM RESOLUTION IMAGES (10-30m) MAP SCALE AT 1:25000 to 1:200000 QUICKBIRD, IKONOS, WORLDVIEW, GEOEYE VERY HIGH RESOLUTION (< 2,5m) MAP SCALE AT 1:2000 to 1;8000 PANCHROMATIC or PAN-SHARPENING SPOT4-5, ALOS PRISM, CARTOSAT, KOMPSAT, ORBVIEW, FORMOSAT HIGH RESOLUTION IMAGES (2,5m-5m) MAP SCALE AT 1:8000 to 1:35000
  • 55. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY ANALYSIS – THEMATIC PROCESSING FOR LITHOLOGIC EXTRACTION VNIR 321 in RGB – 15m SWIR 531 in RGB – 30m TIR 531 in RGB – 90m Erosion and weathering behaviour of rocks using True color displau Main rocks classification using differential erosive processes enhanced by spectral properties in the visible to very near IR domains Improving discrimination of rocks using short wave IR. Improving separation of lithologic units within main rock units Enhancement of structural and stratigraphic contacts Thermal properties of rocks Separation between sedimentary and magmatic rocks. Discrimination within same unit Fault detection C C
  • 56. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY ANALYSIS – THEMATIC PROCESSING FOR LITHOLOGIC EXTRACTION Enhancing geologic mapping through multispectral analysis Decorrelation matrix of the 3 VNIR and 6 SWIR bands is used to create a new neo-channel color composite using 99% of the useful spectral information. Results: Good separation between limestones and Fe2+ rich sandstones in the East Unit Ad1b is extending further West under Ad2 Ryolith in the center of the scene displays 2 different mineral composition N15°E faults extend to the south
  • 57. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY PRINCIPAL COMPONENT ANALYSIS DECORRELATION AND BAND RATIOING DATA FUSION / PAN-SHARPENING SPATIAL AND FREQUENCY FILTERING CLASSIFICATION Lithologic mapping Morphostructural photo-analysis Structural features Basement features extraction Fault mapping Control and updating of geological maps
  • 58. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY ANALYSIS – THEMATIC PROCESSING FOR STRUCTURAL ASPECT Discriminating lithologic units using ratioing and Principal component analysis can be useful to separate a single regional specific unit that can be considered as a lithostratigraphic boundary => Defining a key marker bed/ contact for structural analysis improving structural aspects and fault network dolomitic interval within the Ad2 Limestone formation has a light blue tone that is easily recognized within the sedimentary cover. Variation of cartographic width suggest an asymetric NS fold toward the West VNIR 321 in RGB – 15m PCA1,23 in RGB Original map
  • 59. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY ANALYSIS – DATA FUSION AND RESAMPLING
  • 60. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY - Hydrocarbon Exploration (permeability, deep analog, reservoir analog, etc…) - Hydrogeology (Fluid flow modelisation, natural hazard etc…) - CO2 Storage (surface leaks, etc…) - Mineral exploration (fluid circulation, mineral accumulation, hydrothermalism, etc…) Geostatistics Orientation Length Density Connectivity Spacing Curvature Analysis of fracture network applied to various Geosciences domains
  • 61. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY Image resolution vs scaling properties r < 1m 2 < r < 15m r > 20m Hydrocarbure exploration - Joints - small fractures - Veins - Faults - Fractures Corridors (FC) - Fractures swarms - Faults & Lineaments - Regional Fractures Corridors (FC) - Fracture porosity - BC fractures - Diffuse network - Pervasive fractures - Highly Persistant Fracture (HPF) - spatial interpolation - Highly Persistant Fracture (HPF) DEFINING OBJECT DEFINING SCALE SELECTING INPUT RESOLUTION ADJUSTING IMAGE DATA VH to M Resolution Fracture Corridors 10m to n x 1km No offset Faults offsets 100m to 1 km, offset<20m (subseismic) 500m- 100 km, offset >10m (seismic) Fractures/Joints/ veins Bed Confined (BC) n < 10m No offset Surface analog helps filling scale gap for subsurface fault modelling
  • 62. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY Hydrocarbon Exploration - Geostatistics vs geologic setting orientation vs lithology orientation within structural block orientation vs length Deviated trajectories vs folding Histogram and rose diagrams Faulting vs folding
  • 63. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY Power law distribution of length Fracture deviation near main fault Influence of lithology Impact on density Timing appraisal Classification on length and spatial distribution Buffer analysis Spacing profile on fracture class Hydrocarbon Exploration – Geostatistics analysis Spacing distance infra and inter beddings
  • 64. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY Hydrocarbon Exploration - Geostatistics analysis (continued) Spatial visualisation of fractures density Spatial visualisation of connectivity Dynamic impact on circulation 14 12 10 8 6 4 2 0 Buffer analysis on major faults Curvature and deviation at proximity of main fault GF 1 GF 2 GF 3 GF 4 GF 5 GF 6 GF 7 GF 8 Filon 1 Filon 2 Filon 3 Filon 4 50m 100m 200m Fracture density / connectivity Fractures Corridor (FC) detection Influence by main faults and FC Integrated parameter for Fault/fractures relationships 40 35 30 25 20 15 10 5 0 GF 1 GF 2 GF 3 GF 4 GF 5 GF 6 GF 7 GF 8 Filon 1 Filon 2 Filon 3 Filon 4 N120E N030E N090E N00E => Matrix block organization Curvature Influence by main faults Tectonic calendar assessment Relationship between fault orientation Curvated fracture graphic and fracture curvature
  • 65. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY Hydrogeology – Mineral Exploration – CO2 Storage - Geothermy Linking fracture type to porosity Distribution of faults and joints Spatial connectivity => Water flow modelling in Hydrogeology Surface mapping of fault network for CO2 storage: - Fracture orientation and spacing for possible pathways - Leaking processes appraisal from Geobotanic analysis - Future Hyperspectral analysis Fracture density and fracture connectivity mapping products Undirect detection of water presence: - Vegetation Indices - Spectral discrimination of hydroxydes - Springs and mineralization - Soil rugosity and water penetration Automated extraction of lineaments and adjustment by photo-analysis for Mineral Exploration Laterites Field control
  • 66. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY DATA INPUT AND DELIVERABLES
  • 67. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY DEM HIGH RESOLUTION PRODUCTION & WORKFLOW
  • 68. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY USING GIS TOPOLOGY AND DIGITAL MAPPING TECHNICS - SIGEOL® SURFACE GEOLOGY Structural setting enhancement Improving map cover Getting new dips Spatial correlation of structures Adjustment sub-surface/ surface ATTRIBUTE GEODATABASE
  • 69. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY EXTRACTING AND PROCESSING GEOLOGIC PARAMETERS - SIGEOL®  Beddings line-drawing  Photo-facies mapping  Fracture geostatistics  Dip quantization  Photo-stratigraphy  Thickness quantization  automated stratigraphic column  cross-section header  3D viewing  export to modellers  Virtual reality  Cross-section header 150 0m 140 0m 130 0m 120 0m 110 0m 100 0m 900 m 800 m N 100m
  • 70. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY AN EXAMPLE OF SIGEOL® Tool - DIP processing Surface slope dip (< 10°) Dip from known thickness Several methods suitable for data type input, scale, technics Morphostructutal dip (qualitative) Dip digitization from maps Dip 3 points Dip from beddings Dip from thickness Dip from structural slope Qualitative dips (DEM not available?) 3 pts dip Dip from contact trace
  • 71. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY SIGEOL® is a Geological Information System that runs as a plugin on TNTMips® and free TNTLite ® softwares. It helps the field or petroleum geologists to build advanced saptio(maps and database using GIS technics, 3D calculation from DEM and dedicated geo-styles to produce efficient added-value cartographic products. Through direct use of calculated geologic features and thematic geo-attributes, SIGEOL allows to perform surface geology and morphostructural studies using spatial cross-correlations between computed or mapped parameters. It is a powerful digital mapping tool developped by TTI Production and has been designed to improve 2D/3D surface geologic mapping. SIGEOL is usable for digital mapping of high resolution to mid-resolution satellite images and DEM for the Petroleum, Mining industry as well as a field mapping solution Current research are centered on: GIS 3D Cartographic heave calculation of faults. GIS export routines to ensure complete interoperabiltiy with other GIS softwares used in the Petroleum industry. Integration of Geomorphological tools Curvature analysis of folds
  • 72. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY In hard-access areas poorly covered by geological maps and field terrain campaign, information on stratigraphy and lithology can be missing. The relative stratigraphic database allows to perform relative stratigraphic allocation by using the basic principle of superposition . SIGEOL® database SIGEOL allows to assign both the top and/or the base of a single unit or formation using vector topology. Each contact is identified by its stratigraphic and lithologic properties. Topology allows to validate occurence of unconformity, thickness variation or position of a fold axis.
  • 73. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY SIGEOL® database Various databases are available in SIGEOL dealing with Geology, Volcanism, Sedimentary, Geochemistry and Metamorphism. Secondary database are linked to the main DB and correspond to more detail characteristics that can be used for a complete geological analysis. Some of these databases have been constructed to help the geologist with information that only coud be available during a field campaign or in laboratory operations. These specific information like Geochemistry, Granulometry etc... could be integrated in the GIS analysis “a posteriori” to perform more accurate cross correlation queries with the information taken out from a remote-sensing analysis.
  • 74. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY SIGEOL® - computed parameters for geology - Dips Digitization from existing map 3 points plane calculation Dip from known thickness and heights Qualitative dips Depending on data input and availability dips can be computed with several methods from DEM data
  • 75. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY Quantifying structural slopes using Fourier transform Data strips extraction along topographic section Cross-section automated header and manifold construction Apparent and true thickness computing
  • 76. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY Stratigraphic column computing Wulff projection
  • 77. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY 3D Perspective viewing 3D fly by Anaglyphs Stereo Chromadepth Complete geo-attribute table
  • 78. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY
  • 79. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY PhD thesis – Nahossio GONGA – 2007/2010
  • 80. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY Quantifying the accuracy of gridded elevation models Comparison by thresholding on Dinf, D8 and Rho8 methods Evaluating the best methods for stream extraction and modelling of accumulation in transition zones between foothills and mountains
  • 81. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY Automated fault detection from Knick-point computing using DEM Parameters General Workflow
  • 82. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY Thematic queries and cross-correlation capabilities
  • 83. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY Case study – Sierra Nacimiento
  • 84. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY NEW HIGH RESOLUTION DIGITAL ELEVATION MODEL FROM SATELLITE ALOS (*) STEREOSCOPIC IMAGES SURFACE TOPOGRAPHY FOR QUANTIFIED GEOLOGY AND EXPLORATION MAPPING PRODUCTS (*) Advanced Land Observing Satellite
  • 85. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY PRISM SENSOR CHARACTERISTICS Satellite launched in 2006 - JAXA Scientific and commercial program Yearly acquisition program Worldwide complete coverage Along track stereo High resolution nadir view (2,5m) 2 modes (backward / forward) Programming is possible but not easy and time consuming Delivery timeframe is less than 2 weeks Quality/ price ratio: Very good Surface/ price ratio: Very good Resolution/ price ratio: Good
  • 86. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY PROCESSING WORKFLOW AND ALGORITHM
  • 87. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY ACCURATE TOPOGRAPHIC PRODUCTS Minimizing distorsion on steep slopes - Orthorectifaction Adjusted Accurate Z values for accessibility mapping mapping of photo-horizons XY accuracy: 5m Z accuracy: 2,5 to 3m Accurate Orthorectified products Maximum scale analysis is 1/8500 Optimized scale analysis is 1/12000 Stereoscopic photo-analysis DEM processing Anaglyph products Geological mapping, Tectonic Geomorphology Landuse mapping Dip processing Topographic profiles Hypsometry Pan-sharpening capability PRISM 2,5m + AVNIR 10m => OC®5m color product
  • 88. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY Pan sharpening data fusion Geological end-products  Beddings contours  Fracture picking  Dip quantization  Litho-stratigraphic analysis  Beddings thickness  3D viewing  3D simulation  Virtual reality Geological map and Dip processing Fracture mapping
  • 89. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY
  • 90. TTI PRODUCTION Earth Observation Consulting Services www.tti.fr REMOTE SENSING FOR O&G APPLIED TO STANDARD STUDY