Modules

8 results

Electives8

Seminar ML4Earth: Machine Learning for Earth Observation and ModelingNo ratings for this module yet.Elective Modules 2nd SemesterYou engage with applications of artificial intelligence and machine learning in earth observation and earth system modelling. You learn to survey, summarize and present current scholarly publications and data-science concepts in your own lectures. In doing so you also practice presenting datasets or initial coding/algorithm concepts and discuss them professionally. In the end you can design and deliver scientific talks on ML applications in earth observation and respond confidently to questions and feedback.5 ECTSruns this semesterED110126Advanced Numerical Modeling and Signal ProcessingNo ratings for this module yet.Elective Modules 2nd SemesterIn this module you will learn and apply advanced methods of signal processing and numerical modeling. This includes wavelet and multiscale analysis, principal component analysis, methods of regression and finite elements, and the application to real datasets within the framework of an overarching project.5 ECTSno date this semesterED110155Advanced Remote SensingNo ratings for this module yet.Elective Modules 2nd SemesterYou will learn fundamentals and advanced methods of remote sensing and machine learning. This includes supervised and unsupervised procedures for regression and classification, neural networks/Deep Learning, as well as fundamentals of microwave remote sensing and Synthetic Aperture Radar (SAR). In the end you will be able to select appropriate ML methods and apply them to practice-oriented remote sensing problems, and explain fundamental SAR methods.5 ECTSno date this semesterED110143Advanced Spacecraft TechnologyNo ratings for this module yet.Elective Modules 2nd SemesterYou learn how satellites and their subsystems are holistically designed, evaluated, and aligned with mission requirements. In the end, you will be able to understand subsystem requirements and performance metrics, consider propulsion and launch vehicle choices, assess performance trade-offs, and estimate life-cycle costs.5 ECTSno date this semesterED110144ErdsystemmodellierungNo ratings for this module yet.Elective Modules 2nd SemesterYou deepen your methods of Earth system modelling and learn how the atmosphere, oceans, biosphere and cryosphere are simulated together. You acquire the ability to develop simple to complex climate and Earth system models, to understand nonlinear feedbacks, and to validate models with observational data. In the end you can select suitable Earth system models for specific questions and critically evaluate their results.5 ECTSno date this semesterED110011
3 more in ElectivesGround and Space Mission ElementsNo ratings for this module yet.Elective Modules 2nd SemesterThe module covers dynamics and control of spacecraft and robotic systems in orbit, as well as basics of satellite communication and space operations. You will learn to apply dynamic models, understand control principles for attitude and robotics, and assess the ground network and operational processes of satellites.5 ECTSno date this semesterED110146Project Seminar in Earth Oriented Space Science and TechnologyNo ratings for this module yet.Elective Modules 2nd SemesterYou work in a project team on an application for Earth observation with satellite data: from the idea through system requirements and architecture to software implementation and data analysis with real satellite data. In addition, you prepare an individual seminar presentation on a current ESPACE topic and present it to the group.5 ECTSno date this semesterED110150Satellitennavigation und vertiefte HimmelsmechanikNo ratings for this module yet.Elective Modules 2nd SemesterYou learn methods of differential satellite navigation (GNSS, Differential-GPS, carrier-phase ambiguities, augmentation systems) and advanced celestial mechanics (non-gravitational accelerations, position determination, analytical orbit theory, Lagrange points). By the end you will be able to process GNSS data for precise positioning, solve phase ambiguities, and apply orbit-mechanical concepts to practical problems.5 ECTSno date this semesterBGU61033