analysis and modelling of landscape ecological changes due to dynamic surface movements caused by...
TRANSCRIPT
Analysis and modelling of landscape ecological changes due to dynamic surface movements
caused by mining activities
Christian Fischer, Heidrun Matejka, Wolfgang Busch
Institute of Geotechnical Engineering and Mine SurveyingTechnical University of Clausthal, Germany
table of content
introduction to the project structure
mining impacts of the environment
hyperspectral EO-data
conceptual modelling
process-oriented 3D-Geo-Objects
object-oriented approach
subsidence and hydrological interactions
VR
conclusions and outlook
project
part B 03technical
developments
part A 01
DBMSsystem development
part A 02
adaptivedata classification
CoreGeoCoreMoreTime
tn tn+i
3D-deformation of geological strata
3D-surface movements
underground mining
environmental effects
Infrastructure:
-high-density areas
-supply grid
- road network
- changes of relief
- changes of water- courses
Topography / Hydrology:
- changes of catchment areas
Hydrogeology:
Dynamics and changes of important hydrological and ecological parameter
[Mauser 1998]
hyperspectral EO-data- land-cover with unknown distribution of statistical parameters,
- consideration of topological dependencies in between different land-cover and land-use parcels,
- change detection.
conventional point of view:
Determination of affected areasbased on calculated subsidencedata and topographical data in2.5-D.
multitemporal GIS-baseddeduction of occurring changeswith use of different technicalsoftware packages.
visualiziation of areas of interestunder consideration of:
- mine surveying aspects, - legal demands and official regulations.
new approach:
conceptual modelling
Discretization of the Geo-System into process-oriented Geo-Objects representated by 3D-Non-Uniform Rational B-Splines (V-NURBS).
description of Geo-System’s structureand of water flows between its compartments by means of object-oriented modeling concepts.
analysis of geometric und thematic changes caused by land subsidencedue to under- ground mining.
parameterization and modeling of “subsidence - hydrological balance” interactions by means of fuzzy settheory.
development of subsidence scenarios and simulation of the resulting impactson the hydrological balance.
analysis
complex analysisof the study area
- geology- morphology- hydrology- soil types- land-cover, -use
mining influences:
- mining operations- movements- chronological process
hyperspectral EO-data
- land-use- land-cover - thematic attributes- change detection
modelling
synthesisfuzzy setsfunctional
dependencies
dynamicsimulation
visualization
prognosis: ecological effects
analyses of processunder consideration
of time and scale
process-oriented3D-Geo-Objects
process-oriented 3D-Geo-Objects
Geo-Object
topography +
drainage systemsoil + vegetation
geo-hydrology
representing sub-areas of similar hydrological behaviour
process-oriented 3D-Geo-Objects
α
ε
α: slopeε: expositionkf: unsaturated fluxesks: saturated fluxesΘs: water content Θi: water content / strata qi: exchange / strata
properties parameters boundary conditions
GWS
movements
lateral waterflow
ground-waterisobars
kf, ks,Θs
k=f(kf, ks,Θs )
kf, ks,Θs
k=f(kf, ks,Θs )
Θi
Θi
Θi
evaporation
infiltration
capillary rise
ground-waterrecharfe rate
qi
qi
qi
-Landnutzung : ganz-Wasserhaltevermögen : doppelt-Porösität : doppelt-Niederschlagsmenge : doppelt
Obergrundobjekt
+berechneFließrichtung()
-Neigung : doppelt-Exposition : doppelt-Fließrichtung : doppelt
Oberfläche
1
1
Trennfläche Obergrundobjekt
Nachbarschaft Obergrund/Fluß
2
*
1
*
Oberfläche/Untergrundbegrenzung
1
1
Reliefpunkt
*
*
Object-oriented approach
- 3D/4D modelling under consideration of ISO standard “spatial scheme” and “temporal scheme”,
- UML as object-oriented modelling technique,
- ObjectStore as an object-oriented DBMS.
fuzzy-logic based modelling approach to
• represent imprecise and uncertain information by linguistic variables and fuzzy sets,
• incorporate expert and prior knowledge on the Geo-System’s behaviour,
• approximate “subsidence - hydrological balance” interactions by a fuzzy-rule based system.
Subsidence and hydrological interactions
fuzzification defuzzificationinterference
OutputFuzzy-rule based system
potential ofwater logging
If …. and…then ….If …. and…then ….If …. and…then …....If …. and…then ….
topography
amount ofsubsidence
surfacehydrology.
.
.
Input
.
.
ground-waterhydrology
Virtual Reality• Examination of consistency and plausibility of generated 3D-Geo-Objects,
• Verification of the derived functional dependencies and interactive derivative of missing parameters,
• Representation of different versions and visualization of simulations.
This project is part of an interdisciplinary research project,
“Development and application of geoinformation to analyse impacts, predictions and management of anthropogenic
influenced processes in geosystems“
carried out together with the Institute of Computer Science of the University of Hamburg
and is supported by the German Research Foundation (DFG).