Postdoc (F/m/d) Scaling Hyperspectral Data to

vor 4 Wochen

Dresden, Deutschland Helmholtz-Zentrum Dresden-Rossendorf e.V. Vollzeit

**Helmholtz-Zentrum Dresden-Rossendorf e.V.**:

- Through cutting-edge research in the fields of ENERGY, HEALTH and MATTER, Helmholtz-Zentrum Dresden-Rossendorf (HZDR) solves some of the pressing societal and industrial challenges of our time. Join our 1.500 employees from more than 50 nations at one of our six research sites and help us moving research to the next level
The Center for Advanced Systems Understanding (CASUS) is a German-Polish research center for data-intensive digital systems research. CASUS was founded in 2019 in Görlitz and conducts digital interdisciplinary systems research in various fields such as earth systems research, systems biology and materials research.
- PostDoc (f/m/d) scaling hyperspectral data to quantify essential ecosystem variables

The position will be available at the earliest possible date. The employment contract is limited to three years. The places of work will be Görlitz and Leipzig.

The position is embedded in a project which aims to bridge scale gaps by integrating multi-scale data through multi-scale endmember extraction and unmixing, and by using generative deep learning methods to enhance the resolution of adjacent low resolution satellite or airborne data.

**Working field**:

- Development of coregistered UAV, airborne and satellite training datasets in Germany across different land use types
- Characterisation and development of a standardized ground-truthing of key essential ecosystem variables (EEVs) such as Leaf Area Index (LAI), Gross Primary Production (GPP)
- Automated mapping (LAI, GPP, evapotranspiration, etc.) based on these hyperspectral data at the UAV, airborne and satellite scale
- Quantification of scale effects on remotely sensed ecosystem attributes related to the footprints of locally derived EEVs
- Linking the research at the hosting institutions, including repeated visits at each institute
- Open-source publication of data and processing procedures
- Publication of results in high quality journals

**Requirements**:

- PhD in remote sensing, ecology, earth science or related fields
- Experience in UAV surveying and data processing in an ecological context and/or hyperspectral data analysis
- Willingness to closely cooperate with other researchers in project
- Optional: Experience with machine learning and data science methods, python programming, forest ecology

**What we offer**:

- A vibrant research community in an open, diverse and international work environment
- Scientific excellence and extensive professional networking opportunities
- A wide range of qualification opportunities and individual career counseling provided by the Postdoc Center HZDR-TUD
- The employment contract is limited to three years
- Salary and social benefits in accordance with the collective agreement for the public sector (TVöD-Bund) including 30 days of paid holiday leave, company pension scheme (VBL)
- We support a good work-life balance with the possibility of part-time employment and flexible working hours
- Numerous company health management offerings

**How to apply**:

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