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3/20/2013 1 Hydroinformatics II XMas Lecture 2012 Courtesy: Lars Bilke, Thomas Fischer, Jan Friesen, Thomas Kalbacher, Edda Kalbus, Rudolf Liedl, Karsten Rink, Tino Rödiger, Christian Siebert, Marc Walter, Björn Zehner Terrestrial Environmental System Simulation & INtegration Welcome
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Hydroinformatics II XMas Lecture 2012 - UFZHydroinformatics II XMas Lecture 2012 Courtesy: Lars Bilke, Thomas Fischer, Jan Friesen, Thomas Kalbacher, Edda Kalbus, Rudolf Liedl, Karsten

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Page 1: Hydroinformatics II XMas Lecture 2012 - UFZHydroinformatics II XMas Lecture 2012 Courtesy: Lars Bilke, Thomas Fischer, Jan Friesen, Thomas Kalbacher, Edda Kalbus, Rudolf Liedl, Karsten

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Hydroinformatics II

XMas Lecture 2012

Courtesy: Lars Bilke, Thomas Fischer, Jan Friesen, Thomas Kalbacher, Edda Kalbus, Rudolf Liedl, Karsten Rink, Tino Rödiger, Christian Siebert, Marc Walter, Björn Zehner

Terrestrial Environmental System Simulation & INtegration

Welcome

Page 2: Hydroinformatics II XMas Lecture 2012 - UFZHydroinformatics II XMas Lecture 2012 Courtesy: Lars Bilke, Thomas Fischer, Jan Friesen, Thomas Kalbacher, Edda Kalbus, Rudolf Liedl, Karsten

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Contents

• Framework: IWAS research project

• Data: … from the large scale (RS)

• Data: … ground truth

• Data: … preparation

• Model: Set‐up

• Code: Requirements

• Model: Results

• Visualization

Citation and sources

IWAS – International Water Research Alliance Saxony

Management of water resources in hydrologically sensitive regions

Middle East (Saudi Arabia, Oman)

funded by

Page 3: Hydroinformatics II XMas Lecture 2012 - UFZHydroinformatics II XMas Lecture 2012 Courtesy: Lars Bilke, Thomas Fischer, Jan Friesen, Thomas Kalbacher, Edda Kalbus, Rudolf Liedl, Karsten

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Water resources assessment in Arabian Peninsula

Climatic boundaries

Infiltration & recharge

Groundwater

Vegetation

Integrated hydrological synthesis

Observation - Modeling - Analysis – Management Tool

Jan Friesen

Anke Hildeb

randt

Christian Siebert

T Kalbacher / E Kalbus

Rudolf Liedl / M

arc Walter

Climatic boundary conditions

Page 4: Hydroinformatics II XMas Lecture 2012 - UFZHydroinformatics II XMas Lecture 2012 Courtesy: Lars Bilke, Thomas Fischer, Jan Friesen, Thomas Kalbacher, Edda Kalbus, Rudolf Liedl, Karsten

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Validation using ground observation data

Source

Tropical Rainfall Measuring Mission (TRMM), product 3B42,

Global Surface Summary of the Day (GSOD)

Annual rain days above 10 mm/day 1998 – 2009

satellite estimate

Validation using ground observation data

Source

Tropical Rainfall Measuring Mission (TRMM), product 3B42,

Global Surface Summary of the Day (GSOD)

Rain gauge observation data

Low density gauge network

High spatial variability

Page 5: Hydroinformatics II XMas Lecture 2012 - UFZHydroinformatics II XMas Lecture 2012 Courtesy: Lars Bilke, Thomas Fischer, Jan Friesen, Thomas Kalbacher, Edda Kalbus, Rudolf Liedl, Karsten

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Additional satellite data

Vegetation indices (MODIS EVI) or Land Surface Temperature data (MODIS)

Change detection determines if rainfall occurred

Challenges

Relate magnitude of change (Vegetation or temperature) to rainfall amount and relevance for ground water recharge

Validation using change detection of land surface

Source

Tropical Rainfall Measuring Mission (TRMM), product 3B42,

Moderate Resolution Imaging Spectroradiometer (MODIS), product 13Q1

•25 km

•TRMM resolution

•250 m

•MODIS resolution

Validation using change detection of land surface

Vegetation response to rainfall

Page 6: Hydroinformatics II XMas Lecture 2012 - UFZHydroinformatics II XMas Lecture 2012 Courtesy: Lars Bilke, Thomas Fischer, Jan Friesen, Thomas Kalbacher, Edda Kalbus, Rudolf Liedl, Karsten

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Linking ground observations to satellite data

Land surface temperature observations – on test site

Measure land surface temperature signal before and after different sprinkler irrigation scenarios

Determine duration and magnitude of sprinkler irrigation related surface temperature signals

Determine relevant rainfall events required for ground water recharge

infiltration & potential recharge

Page 7: Hydroinformatics II XMas Lecture 2012 - UFZHydroinformatics II XMas Lecture 2012 Courtesy: Lars Bilke, Thomas Fischer, Jan Friesen, Thomas Kalbacher, Edda Kalbus, Rudolf Liedl, Karsten

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Al-Nafud 65.000 km2

Ad-Dahna 25.000 km2

Rub-al-Khali 650.000 km2

Upper Mega Aquifer: 740.000 km2 sand cover

Quaternary CretaceousTertiary

Does recharge occurs under sand cover and aridity?

Indications are given...

...however, investigations so far never below point of no return

?

Page 8: Hydroinformatics II XMas Lecture 2012 - UFZHydroinformatics II XMas Lecture 2012 Courtesy: Lars Bilke, Thomas Fischer, Jan Friesen, Thomas Kalbacher, Edda Kalbus, Rudolf Liedl, Karsten

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TDR monitoring full scale field experiment incl. Observation of chemical/isotopical fractionation from precipitation to recharge

Movie

Page 9: Hydroinformatics II XMas Lecture 2012 - UFZHydroinformatics II XMas Lecture 2012 Courtesy: Lars Bilke, Thomas Fischer, Jan Friesen, Thomas Kalbacher, Edda Kalbus, Rudolf Liedl, Karsten

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vertical and sloped TDR-boreholes

time [days]

dept

h [m

eter

]

0

5

0 5025

drywet

sloped suction drillprecipitation, temperature

saturation, net-flux

Page 10: Hydroinformatics II XMas Lecture 2012 - UFZHydroinformatics II XMas Lecture 2012 Courtesy: Lars Bilke, Thomas Fischer, Jan Friesen, Thomas Kalbacher, Edda Kalbus, Rudolf Liedl, Karsten

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Data integration – System analysis - VisualizationNew generation of Management Tools

Scientific Software made by Helmholtz

OGS – Philosophie

FEM

DE

OGS‐3D / OGS ‐> OpenSG

Bohrlochdaten Zeitreihen DEM Landnutzung Strukturgeologie : 1/2/3/4 D : interaktiv

OGS#mHM

OGS‐THMC

Page 11: Hydroinformatics II XMas Lecture 2012 - UFZHydroinformatics II XMas Lecture 2012 Courtesy: Lars Bilke, Thomas Fischer, Jan Friesen, Thomas Kalbacher, Edda Kalbus, Rudolf Liedl, Karsten

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OGS – Visibility

Korea

Data Integration: Which

Page 12: Hydroinformatics II XMas Lecture 2012 - UFZHydroinformatics II XMas Lecture 2012 Courtesy: Lars Bilke, Thomas Fischer, Jan Friesen, Thomas Kalbacher, Edda Kalbus, Rudolf Liedl, Karsten

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Data Integration: How to

Data: Geography

Page 13: Hydroinformatics II XMas Lecture 2012 - UFZHydroinformatics II XMas Lecture 2012 Courtesy: Lars Bilke, Thomas Fischer, Jan Friesen, Thomas Kalbacher, Edda Kalbus, Rudolf Liedl, Karsten

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Data processing: Rainfall

Data processing: Rainfall

Page 14: Hydroinformatics II XMas Lecture 2012 - UFZHydroinformatics II XMas Lecture 2012 Courtesy: Lars Bilke, Thomas Fischer, Jan Friesen, Thomas Kalbacher, Edda Kalbus, Rudolf Liedl, Karsten

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Data processing: Rainfall

Data processing: Borehole data

Page 15: Hydroinformatics II XMas Lecture 2012 - UFZHydroinformatics II XMas Lecture 2012 Courtesy: Lars Bilke, Thomas Fischer, Jan Friesen, Thomas Kalbacher, Edda Kalbus, Rudolf Liedl, Karsten

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Data processing: Aquifer modeling

Data processing: Aquifer system

Page 16: Hydroinformatics II XMas Lecture 2012 - UFZHydroinformatics II XMas Lecture 2012 Courtesy: Lars Bilke, Thomas Fischer, Jan Friesen, Thomas Kalbacher, Edda Kalbus, Rudolf Liedl, Karsten

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Data processing: Aquifer system

Ax = b

Page 17: Hydroinformatics II XMas Lecture 2012 - UFZHydroinformatics II XMas Lecture 2012 Courtesy: Lars Bilke, Thomas Fischer, Jan Friesen, Thomas Kalbacher, Edda Kalbus, Rudolf Liedl, Karsten

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Groundwater modeling

Page 18: Hydroinformatics II XMas Lecture 2012 - UFZHydroinformatics II XMas Lecture 2012 Courtesy: Lars Bilke, Thomas Fischer, Jan Friesen, Thomas Kalbacher, Edda Kalbus, Rudolf Liedl, Karsten

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Page 19: Hydroinformatics II XMas Lecture 2012 - UFZHydroinformatics II XMas Lecture 2012 Courtesy: Lars Bilke, Thomas Fischer, Jan Friesen, Thomas Kalbacher, Edda Kalbus, Rudolf Liedl, Karsten

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Data processing: Rainfall

Movie

Page 20: Hydroinformatics II XMas Lecture 2012 - UFZHydroinformatics II XMas Lecture 2012 Courtesy: Lars Bilke, Thomas Fischer, Jan Friesen, Thomas Kalbacher, Edda Kalbus, Rudolf Liedl, Karsten

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VISLab

Aus: Zehner, 2009 / 2010

Probleme:

Datenlage

Komplexität

Validierung Zehner, 2005

VISLab: Projects

Page 21: Hydroinformatics II XMas Lecture 2012 - UFZHydroinformatics II XMas Lecture 2012 Courtesy: Lars Bilke, Thomas Fischer, Jan Friesen, Thomas Kalbacher, Edda Kalbus, Rudolf Liedl, Karsten

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PLine, TSurf VSet

-> OpenSG file

SGrid, (Voxet,

Solid)-> VTK-file

Thüringer Becken Schleswig Holstein

Data processing: Rainfall

FroheWeihnachtenGuten Rutsch

2012