PhD Position - Agroecosystem Digital Twins and Drone-Based Data Assimilation

Forschungszentrum Jülich; Deutschland; Vor Ort; EUR 40.000 - 50.000; Vollzeit

Zusammenfassung

A leading research institution in Germany is seeking a highly motivated PhD candidate. This role focuses on developing digital twins for sustainable agriculture, using advanced robotics and remote sensing techniques. Candidates should possess a Master's degree in a relevant field and have skills in programming and drone data processing. This position offers an interdisciplinary environment and aims to foster research collaboration on a global scale, contributing to innovative agricultural practices.

Leistungen

30 days of annual leave

Development training and networking opportunities

Dynamic work environment

Qualifikationen

• Master’s degree in geography, remote sensing, geoscience, physics or related.
• Experience in programming (e.g., Python, C/C++).
• Good communication and organizational skills essential.
• Drivers license and EU drone license required.

Aufgaben

• Fly drones and process data from sensors.
• Integrate drone data into agroecosystem models.
• Evaluate performance of data assimilation framework.
• Improve simulation accuracy for ecosystem variables.

Kenntnisse

Programming (e.g., Python, C/C++)

Communication and organizational skills

Experience with drone data processing

Numerical methods knowledge

Ausbildung

Master’s degree in geography, remote sensing, or related

Tools

Drones for thermal IR, multispectral, LiDAR

Jobbeschreibung

Organisation/Company Forschungszentrum Jülich Research Field All Researcher Profile First Stage Researcher (R1) Country Germany Application Deadline 19 Jan 2038 - 03:14 (UTC) Type of Contract To be defined Job Status Other Is the job funded through the EU Research Framework Programme? Not funded by a EU programme Is the Job related to staff position within a Research Infrastructure? No

Offer Description

Area of research: PHD Thesis

Your Job:

The PhD position is offered within the Cluster of Excellence PhenoRob – Robotics and Phenotyping for Sustainable Crop Production. We are looking for a highly motivated PhD candidate to join our world-leading research program in robotics, remote sensing, and data-driven approaches for sustainable agriculture. PhenoRob’s mission is to transform crop production by optimizing breeding and farm management through innovative sensing technologies, advanced modeling, and intelligent automation.

This PhD project contributes to PhenoRob’s initiative to develop digital twins, i.e., high-fidelity virtual representations of agricultural ecosystems. These digital twins will enhance our understanding of ecosystem functioning and carbon fluxes, supporting the design of more sustainable and resilient crop production systems. The project will focus on integrating high-resolution drone-based remote sensing data, including multispectral and thermal imagery as well as LiDAR measurements, into ensemble agroecosystem model simulations. The successful candidate will play a key role in developing robust landscape-scale digital twins and advancing data assimilation techniques for agricultural and environmental applications.

Responsibilities

• Fly drones and process data of multispectral, thermal and LiDAR sensors
• Implement approaches to integrate drone data into an existing agroecosystem data assimilation framework
• Use radiative transfer models to convert model state variables (e.g., LAI, canopy temperature) into synthetic observations
• Evaluate the performance of the data assimilation framework in controlled experiments and evaluate its potential for spaceborne remote sensing and landscape-scale applications
• Improve simulation accuracy for key ecosystem variables such as gross primary productivity (GPP) and net ecosystem exchange (NEE)
• Work with data from PhenoRob experimental field sites, equipped with Eddy Covariance towers, to generate digital twins and quantify model uncertainties

Qualifications

• Master’s degree in geography, remote sensing, geoscience, physics, computational geoscience, or related natural sciences with an overall grade of at least good
• Experience in programming (e.g., Phyton, C/C++)
• Advanced knowledge of numerical methods
• Experience with flying drones and drone data processing (thermal IR, multispectral, LiDAR), fieldwork experience
• Since the work involves interdisciplinary cooperation with several researchers and technicians, good communication and organizational skills are essential
• Drivers license and EU drone license is required (or should be obtained within first 3 months)
• Physical work is required for manual soil and plant measurements in and transport of equipment to the field

Our Offer

We work on the very latest issues that impact our society and are offering you the chance to actively help in shaping the change! We offer ideal conditions for you to complete your doctoral degree:

• Working in an interdisciplinary environment as well as excellent facilities for remote sensing research and numerical simulation and inversion
• Opportunities to being part of the national and international scientific community
• PhD students are encouraged to attend international conferences and a three months research stay abroad with a cooperating partner is possible
• Working in the heart of Europe
• Dynamic and diverse working group and work environment
• Your professional development is important to us – we support you specifically and individually e.g., through training and networking opportunities specifically for doctoral candidates (JuDocS): go.fzj.de/JuDocs
• 30 days of annual leave
• Further development of your personal strengths, e.g. through an extensive range of training courses; a structured program of continuing education and networking opportunities specifically for doctoral researchers via JuDocS, the Jülich Center for Doctoral Researchers and Supervisors: www.fz-juelich.de/en/judocs
• Targeted services for international employees, e.g. through our International Advisory Service

The position is for a fixed term of 4 years. Pay is in line with 70% of pay group 13 of the Collective Agreement for the Public Service (TVöD-Bund) and additionally 60 % of a monthly salary as special payment („Christmas bonus“). The monthly salaries in euro can be found on the BMI website: go.fzj.de/bmi.tvoed.entgelt Further information on doctoral degrees at Forschungszentrum Jülich (including its various branch offices) is available at www.fz-juelich.de/en/careers/phd

We welcome applications from people with diverse backgrounds, e.g. in terms of age, gender, disability, sexual orientation / identity, and social, ethnic and religious origin. A diverse and inclusive working environment with equal opportunities in which everyone can realize their potential is important to us.

Further information on diversity and equal opportunities: go.fzj.de/equality

This research center is part of the Helmholtz Association of German Research Centers. With more than 42,000 employees and an annual budget of over € 5 billion, the Helmholtz Association is Germany's largest scientific organisation.