Stochastic analysis of terrestrial systems

About

This research topic focuses on the merging of terrestrial model predictions and terrestrial measurement data, using inverse modelling and data assimilation methods.


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Research Topics

  • To get better short- and medium term predictions of all possible states of the terrestrial system and fluxes within the terrestrial system. Prominent examples are predictions of soil moisture content (which are for example important as lower boundary condition of atmospheric models and for predictions of agricultural production) and floods.
  • To improve parameter estimates in high resolution terrestrial system models, which allows the improvement of long-term predictions with terrestrial system models.
  • To confront model predictions and measurement data in a systematic manner, to detect model deficiencies and therefore the potential to improve the representation of model processes.
  • To better exploit the value of measurement data. Examples are: (i) Coupling a measurement operator to terrestrial system models; (ii) Exploiting data in cross-compartmental data assimilation, which means that data collected in a certain terrestrial system compartment (e.g., soil moisture) are used to update states of other terrestrial system compartments (e.g., air temperature in lower atmosphere).
  • To link short and medium term predictions with near real-time control of water resources management.

Contact

Prof. Dr. Harrie-Jan Hendricks-Franssen

IBG-3

Building 16.6 / Room R 3033

+49 2461/61-4462

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Team
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Room 2032
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Room 2050
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Building 16.6 /
Room 3002
+49 2461/61-85185
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Dr Daniel Caviedes Voullieme

Team leader Simulation and Data Laboratory Terrestrial Systems

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Building 14.14 /
Room 4010
+49 2461/61-4070
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Building 16.6 /
Room 3039
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Building 15.4 /
Room 119
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Building 15.1 /
Room 154
+49 2461/61-9039
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Building 16.6 /
Room 2053
+49 2461/61-123456
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Building 16.6 /
Room 2020
+49 2461/61-8673
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Dr. Alexander Graf

Researcher micrometeorology and land-atmosphere interactions

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Building 16.6 /
Room 2052
+49 2461/61-8676
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Building 16.6 /
Room 2053
+49 2461/61-96652
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David Mengen

Geoinformatik

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Building 16.6 /
Room 3011
+49 2461/61-9037
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Building 16.6z /
Room 2048
+49 2461/61-5742
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Dr. Carsten Montzka

Senior Scientist in Remote Sensing of Hydrological and Biophysical Variables

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Building 16.6z /
Room R 3049
+49 2461/61-3289
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Dr. Bibi Naz

Research Scientist

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Building 16.6z /
Room 3035
+49 2461/61-9717
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Room 3049
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Building 15.4 /
Room R 119
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Building 16.6 /
Room 2031
+49 2461/61-6136
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Building 16.6z /
Room 2040
+49 2461/61-5002
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Building 16.6 /
Room 2025
+49 2461/61-96520
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Last Modified: 31.03.2025