Modules

86 results

Electives86

Advanced Earth System ModelingNo ratings for this module yet.Subject-Specific Elective ModulesYou learn how Earth system models (ESMs) are used to understand the Earth's climate, which experiments are possible with them, and what limitations these models have. In the end you will be able to explain applications and limitations of ESMs, critically interpret results, and present research literature to a target audience.3 ECTSruns this semesterED110227Advanced Earth System Modeling and Continental HydrologyNo ratings for this module yet.Subject-Specific Elective ModulesYou will learn how Earth cover components and their interactions are represented and coupled in modern Earth system models. You will also learn how satellite hydrogeodesy (in particular radar altimetry and other space-based techniques) is used to observe continental water bodies and to calibrate hydrological models. In the end you will be able to critically evaluate models and observations and derive water levels, sea volumes and discharge from altimetry data.5 ECTSruns this semesterED110153AI4EO-Plattformen und Best PracticesNo ratings for this module yet.Subject-Specific Elective ModulesIn this module you will learn how to prepare earth observation data for machine learning tasks, create benchmark datasets, and train ML models for classification and semantic segmentation. You will practice using various computing platforms, debugging convergence issues, and best practices for experiment reproducibility. By the end, you will be able to curate datasets, organize experiments, and disseminate results online.5 ECTSruns this semesterED110156Astronautische RaumfahrttechnologieNo ratings for this module yet.Subject-Specific Elective ModulesYou get a comprehensive overview of the history, present and future of astronautical spaceflight as well as the role of space science. In the end you will be able to conduct mission analyses, evaluate station and habitat configurations, and classify and assess the major subsystems (transport, power, thermal, orbit/attitude control, communication, life support) for manned spaceflight missions.5 ECTSruns this semesterED110168Atmosphäre und OzeanNo ratings for this module yet.Subject-Specific Elective ModulesYou will learn the fundamentals of atmospheric and ocean physics as well as methods for remote sensing of these system components from space. After completion you can understand atmospheric composition, dynamics and climate aspects as well as physical properties of the ocean and apply altimetric satellite observations to oceanographic questions.5 ECTSruns this semesterBGU45038
81 more in ElectivesAutonome SystemeNo ratings for this module yet.Subject-Specific Elective ModulesYou will learn concepts, principles and algorithms for modern mobile, autonomous systems (e.g. autonomous vehicles, unmanned aerial systems). The module provides fundamentals of kinematics, dynamics, sensing, state estimation, machine vision, environmental representation as well as control and path planning and shows tools such as ROS. In the end you will understand, implement and further develop modern algorithms for autonomous systems and work problem-oriented in teams.5 ECTSruns this semesterLRG6300Control and Simulation of Rocket Hopper DemonstratorNo ratings for this module yet.Subject-Specific Elective ModulesYou work on modeling, simulation and control of a Cold-Gas rocket engine (Rocket Hopper) and implement the developed controller in software and hardware. In the end you can build a simulation environment with ODE-based and lumped-parameter models, use Ecosim Pro / ESPSS, design controls (PID, MPC, RL) and practically test them in a high-pressure gas test campaign.4 ECTSruns this semesterED110129Datenwissenschaft in der ErdbeobachtungNo ratings for this module yet.Subject-Specific Elective ModulesYou deepen your knowledge in data science for Earth observation and learn central methods of machine learning (e.g., SVM, Random Forests, Deep Neural Networks, CNNs, RNNs). You apply these methods to typical EO tasks such as classification, segmentation and regression and finally develop a concrete ML model as a project work.5 ECTSruns this semesterED110087Fernerkundung - Vertiefte MethodenNo ratings for this module yet.Subject-Specific Elective ModulesYou will learn advanced remote sensing methods, in particular interferometric SAR techniques, atmospheric remote sensing, and hyperspectral techniques. In the end you will be able to apply these methods, assess their suitability for practical questions, and independently work on and present a research topic.5 ECTSruns this semesterBGU69002Fernerkundung für Anwendungen in der UmweltbeobachtungNo ratings for this module yet.Subject-Specific Elective ModulesYou will learn methods and data of remote sensing used in environmental monitoring and in monitoring climate change impacts and natural hazards. In the end you will be able to explain important Earth observation missions, properties of various remote sensing time series, and basics of topographic 3D/4D point clouds, as well as perform analyses, classification and change detection on remote sensing data and adapt them to environmental questions.5 ECTSruns this semesterED110163Geodätische AstronomieNo ratings for this module yet.Subject-Specific Elective ModulesThe module conveys fundamentals of astronomical observation and their significance for geodesy. You will learn to identify celestial objects, apply astronomical measuring instruments (e.g., sextant, zenithal camera, telescope), and perform basic astrometric reductions and distance determinations in the cosmos. In the end you will also understand the goals and working principles of astrometric satellite missions such as Hipparcos and Gaia.3 ECTSruns this semesterBV610016Geoinformation (ESPACE)No ratings for this module yet.Subject-Specific Elective ModulesYou learn the basics of geoinformation: data representation of space and time, spatial analyses, and cartographic visualization. In the end you will be able to edit, analyze, design maps, and assess quality as well as appropriate data structures in desktop GIS (e.g., ArcGIS Pro, QGIS).5 ECTSruns this semesterBGU30062Geokinematik und kontinentale HydrologieNo ratings for this module yet.Subject-Specific Elective ModulesYou learn the basics of modern terrestrial reference systems (ITRS/ITRF), their realizations and current problems as well as methods with which space data are used to observe continental hydrology. At the end you will be able to classify reference frames, assess geodetic observations, and apply satellite altimetry to estimate sea volumes and river discharge.5 ECTSruns this semesterBGU57019Geostatistik und GeomarketingNo ratings for this module yet.Subject-Specific Elective ModulesYou will learn geostatistical methods for the analysis and prediction of space–time data and apply this knowledge to geomarketing questions. In the end you will be able to apply geostatistical models (including Kriging), exploratory spatial data analyses and machine learning methods in R and plan geomarketing applications for real cases.5 ECTSruns this semesterED110031GNSS Satellitenbahnbestimmung und UhrensynchronisationNo ratings for this module yet.Subject-Specific Elective ModulesYou learn how to determine and evaluate precise GNSS satellite orbits, satellite times, and biases. In the end you can compute these products using the Bernese software package, assess their influence on position solutions, and present results from practical laboratories.3 ECTSruns this semesterED110050Hydrogeodäsie: Monitoring von Oberflächengewässern aus dem WeltraumNo ratings for this module yet.Subject-Specific Elective ModulesIn this module you will learn how radar satellite altimetry is used to observe lakes, rivers and reservoirs. You will apply data-driven methods to convert water levels into volume changes and discharges, assess data quality relative to other observation sources, and integrate altimetry information into hydrological models.3 ECTSruns this semesterBGU57014Hyperspektrale Fernerkundung: Theorie und AnwendungNo ratings for this module yet.Subject-Specific Elective ModulesYou will learn the fundamentals and applications of hyperspectral remote sensing as well as practical procedures for improving and evaluating such image data. In the end you will be able to download hyperspectral datasets, improve their quality, use common geospatial ML libraries, and perform reproducible experiments including checkpoints and visualizations.5 ECTSruns this semesterED110172Inertial NavigationNo ratings for this module yet.Subject-Specific Elective ModulesYou learn the fundamentals of inertial navigation: from torque and inertia to coordinate transformations (Euler angles, quaternions) and to sensors (gyroscopes, accelerometers). In the end you can couple inertial and satellite navigation, estimate sensor errors, and develop your own algorithms for integration and calibration and implement them in Matlab.5 ECTSruns this semesterEI7342Introduction to Deep LearningNo ratings for this module yet.Subject-Specific Elective ModulesIn this module you will learn the fundamentals and current methods of Deep Learning, with a special focus on neural networks and Convolutional Neural Networks. You understand theory (e.g. backpropagation, SGD, regularization) and acquire practical experience in training and optimizing network architectures, so you can solve simple applications such as digit recognition or image classification.6 ECTSruns this semesterIN2346Inventory Methods, Statistics and GISNo ratings for this module yet.Subject-Specific Elective ModulesIn this module you will learn how spatial data is collected, managed, visualized and linked with tabular data. You acquire fundamentals in vector-based GIS applications, terrestrial inventory methods, basic remote sensing techniques, and statistical methods for evaluating and interpreting data.6 ECTSruns this semesterWZ1823Kausale Inferenz im Klima- und ErdsystemNo ratings for this module yet.Subject-Specific Elective ModulesYou learn how to derive causal relationships from data in the climate and earth system, which methods exist for this purpose and what their limits are. In the end you will be able to compare different correlation- and causality-based approaches, assess their assumptions and apply methods to questions of the earth system.3 ECTSruns this semesterED110089Kipppunkte in der Dynamik des ErdsystemsNo ratings for this module yet.Subject-Specific Elective ModulesYou will learn how nonlinear and abrupt behavior in the Earth system is described and analyzed. You will receive methodological foundations for mathematical modeling of nonlinear dynamics and will become familiar with typical multistable components of the Earth system as well as their interactions.3 ECTSruns this semesterED110066LebenserhaltungssystemeNo ratings for this module yet.Subject-Specific Elective ModulesYou will learn the fundamentals, technologies and design aspects of life support systems (LSS) for spaceflight. In the end you will be able to design, analyse and compare different physico-chemical and biological LSS solutions for a given mission.5 ECTSruns this semesterED110123Machine LearningNo ratings for this module yet.Subject-Specific Elective ModulesYou will learn the probabilistic foundations of machine learning and central learning algorithms — from simple neighborhood and clustering methods to linear models and support vector machines up to neural networks and the EM method. By the end you will be able to select, describe and derive suitable algorithms for given problems.8 ECTSruns this semesterIN2064Machine Learning for CommunicationsNo ratings for this module yet.Subject-Specific Elective Modules5 ECTSruns this semesterEI71018Maschinelles Lernen in der ErdsystemmodellierungNo ratings for this module yet.Subject-Specific Elective ModulesYou will learn data-driven and process-based approaches to modeling the Earth system and its components. In the end you will be able to name classical process-based models and various machine-learning methods for describing Earth system dynamics, apply interpretable AI methods, and critically evaluate approaches that combine process- and data-driven models.3 ECTSruns this semesterED110065Mathematik der Klima- und ErdsystemwissenschaftenNo ratings for this module yet.Subject-Specific Elective ModulesYou will learn mathematical methods for the analysis and modeling of nonlinear processes in the climate and Earth system. In the end you will be able to explain the basics of energy balance modeling, nonlinear and stochastic dynamics as well as fundamental equations of fluid mechanics, and mathematically analyze time series from climate and Earth system processes.9 ECTSruns this semesterED110088Natural Resources - Traits, Management and Theory of SustainabilityNo ratings for this module yet.Subject-Specific Elective ModulesIn this module you will learn the basics and history of sustainability, receive methodological introductions, and engage with properties of central natural resources as well as the associated sustainability challenges. Through interdisciplinary case studies you will practice critically evaluating real problems and sketch well-founded solutions.5 ECTSruns this semesterWZ1821Orbital and Space Flight Mechanics1.3★ · 3 ratingsSubject-Specific Elective ModulesYou learn the physical and mathematical foundations of orbital dynamics of artificial satellites: from ideal Keplerian motion through disturbed and controlled orbits to orbit maneuvers, mission analysis, launch and reentry. In the end you will be able to describe orbital elements, model perturbing forces, compute basic maneuvers, perform orbit determination and analyze launch/reentry processes using the rocket equation and reentry dynamics.5 ECTSruns this semesterED110185Praktikum NavigationNo ratings for this module yet.Subject-Specific Elective ModulesYou will work on practical laboratory tasks around GNSS/GPS: mapping, receiver properties, multipath and ionosphere analysis, software-based correlation and space-based GPS tracking. In the end you will be able to operate GNSS hardware, analyze measurement data and document and discuss results professionally.5 ECTSruns this semesterBGU61032Precise GNSS and Inertial NavigationNo ratings for this module yet.Subject-Specific Elective ModulesIn this module you will learn the theory and practice of precise GNSS positioning and inertial navigation. You will deal with sensors (GNSS and inertial sensors), the underlying models, as well as strategies for integrating both systems and you will apply this knowledge practically, e.g. with Matlab and professional GNSS software.5 ECTSruns this semesterED110149Principles of ProgrammingNo ratings for this module yet.Subject-Specific Elective ModulesYou will learn advanced programming and algorithmic practices in Python and C++ and apply them to examples from Computational Geometry, point cloud processing and image analysis. In the end you will be able to tackle geodetic problems programmatically, use appropriate data structures and libraries, and bring Python and C++ together.5 ECTSruns this semesterED110040Programming in Python for Business and Life Science AnalyticsNo ratings for this module yet.Subject-Specific Elective ModulesYou will learn the fundamentals of Python with a focus on applications in Business Analytics and Life Science Analytics. By the end you will be able to read and write Python code, implement your own algorithms, and use common Python packages for analysis, visualization, modeling, and optimization.6 ECTSruns this semesterMGT001437Prozessanalyse, Modellierung und Vorbeugung/Schutzmaßnahmen für Alpine NaturgefahrenNo ratings for this module yet.Subject-Specific Elective ModulesYou learn processes, modelling approaches and strategies for prevention and warning in alpine natural hazards (e.g., avalanches, debris flows, slope movements, glacial and periglacial hazards, flooding, forest fires). By the end you can understand hazard processes, model them, develop scenarios and assess sustainable preventive and early warning strategies for mountain regions.3 ECTSruns this semesterBGU67003PSC - Photogrammetrie - Ausgewählte KapitelNo ratings for this module yet.Subject-Specific Elective ModulesYou engage with selected current topics in photogrammetry and remote sensing. At the end you will understand and apply methods for the extraction and analysis of objects (e.g., buildings, roads, vehicles, vegetation, glaciers) from different sensor data (aerial imagery, satellite imagery, LiDAR, SAR, IR) and evaluate their usage possibilities.5 ECTSruns this semesterBGU48035Quantifizierung von Erdsystemresilience aus dem WeltraumNo ratings for this module yet.Subject-Specific Elective ModulesYou will learn methods for quantifying the resilience of Earth system components from observation data, especially satellite data. In the end you can explain the most important diagnostic methods, assess their advantages and disadvantages, and contextualize results from observations within geoscientific theories and models.3 ECTSruns this semesterED110178Radar Signals and SystemsNo ratings for this module yet.Subject-Specific Elective ModulesYou will learn the physical fundamentals and system aspects of radar technology as well as methods for signal processing. In the end you will be able to apply operating modes (CW, FMCW, pulsed), metrics (range, resolution, SNR) and basic signal processing procedures, and you will be able to analyze and evaluate radar systems as functional units.5 ECTSruns this semesterEI73761Robot and Swarm NavigationNo ratings for this module yet.Subject-Specific Elective ModulesYou will learn how cooperative navigation and positioning for swarms of robots work. The module conveys Bayesian estimation methods (including Kalman filters and sequential Monte Carlo/particle filters), radio localization concepts, and methods of estimation theory for the analysis and optimization of swarm navigation. At the end you will be able to design a radio-based swarm navigation system and evaluate its performance.5 ECTSruns this semesterEI71026Selbständig wissenschaftlich ArbeitenNo ratings for this module yet.Subject-Specific Elective ModulesYou learn how to plan, write, revise, and peer-review a scientific paper. In the end you can formulate a relevant research problem and research aims, design an outline for a research paper, and write a complete scientific paper with clear argumentation, discussion, and conclusions.3 ECTSruns this semesterBV400016Seminar Environmental SensingNo ratings for this module yet.Subject-Specific Elective ModulesYou work independently on current scientific topics of environmental sensor technology, prepare a written report and present your results to a specialist audience. In the end you can scientifically work on a current topic of environmental sensor technology, document it and give a presentation.5 ECTSruns this semesterEI7772Space ResourcesNo ratings for this module yet.Subject-Specific Elective ModulesThe module provides an introduction to Space Resource Utilisation (SRU). You will learn which products from space resources are possible, how the value chain is structured, and which technical as well as economic aspects are relevant for the exploration, extraction, processing and distribution of resources. In the end you will be able to assess the necessity and feasibility of SRU and to develop concrete system concepts for its realisation.5 ECTSruns this semesterED110086Space-based Gravity and Magnetic Field MonitoringNo ratings for this module yet.Subject-Specific Elective ModulesYou will learn the fundamentals of potential field theory as well as the mathematical description of the Earth's gravity and magnetic field. You will also gain insights into the concepts, objectives and satellite designs of important missions for gravity and magnetic field measurement (e.g. CHAMP, GRACE, GOCE, ØRSTE D, SAC-C, SWARM) and you will be able to transfer measurements into modelling, interpretation and monitoring of the Earth system.5 ECTSruns this semesterED110152Spacecraft Attitude Mechanics and ControlNo ratings for this module yet.Subject-Specific Elective ModulesYou will learn how the rotational motion of a spacecraft as a rigid body is described, analyzed and controlled. In the end you will be able to apply kinematic and dynamic fundamental equations, use common rotation parameters and angular velocity, and evaluate concepts for propulsion and control system design for attitude control tasks.5 ECTSruns this semesterED110187Systems Engineering - GrundlagenNo ratings for this module yet.Subject-Specific Elective ModulesYou will learn the fundamentals of Systems Engineering: methods, processes and tools for the development of technical systems over their lifecycle. In the end you will be able to derive requirements from stakeholder needs, perform simple architecture and trade-off analyses, apply selected system modelling techniques, and design and adapt a Systems Engineering approach for a project.5 ECTSruns this semesterED110106Terrestrial NavigationNo ratings for this module yet.Subject-Specific Elective ModulesThe module conveys methods and models of terrestrial radio navigation. You will learn physical principles of radio wave propagation, various measurement principles (range, time difference of arrival, angle, signatures), multilateration, and modern algorithms for position estimation and trajectory processing. In the end you will be able to evaluate navigation techniques and classify them in applications such as GSM/UMTS, RFID, WLAN or Bluetooth.5 ECTSruns this semesterEI7620Vertiefte Aspekte der NavigationstechnologieNo ratings for this module yet.Subject-Specific Elective ModulesYou gain an in-depth insight into navigation technology: from GNSS signals and receiver technology to concrete fields of application. In the end you will be able to explain the fundamentals of GNSS signals and the operation of receivers, trace the emergence of position solutions, and assess typical GNSS applications.5 ECTSruns this semesterBGU61031Wissenschaftliches Schreiben - Theorie und PraxisNo ratings for this module yet.Subject-Specific Elective ModulesIn this module you will learn systematically how scientific writing is planned, written, revised and reviewed. In the end you can formulate a research question, a research objective and a central method, as well as create a draft for a scientific paper and develop it in correct form.5 ECTSruns this semesterBGU40064Analyse und Interpretation von Geoinformationen in der ErdbeobachtungNo ratings for this module yet.Subject-Specific Elective ModulesYou will receive a practice-oriented introduction to remote sensing techniques with a focus on satellite data. You will learn how processes in the geo-, hydro-, bio- and anthroposphere can be analyzed and interpreted using earth observation data. In the end, you will be able to select suitable EO datasets, interpret satellite images, and apply remote sensing tools to monitor real environmental processes.5 ECTSno date this semesterED110183Ansätze der theoretischen Physik in den Klima- und ErdsystemwissenschaftenNo ratings for this module yet.Subject-Specific Elective ModulesYou learn how the Earth system and its climate can be described with concepts from theoretical physics. Based on selected works from dynamical systems theory, statistical mechanics and stochastic processes you understand central principles of climate dynamics and can classify them critically.3 ECTSno date this semesterED110116Applied Remote SensingNo ratings for this module yet.Subject-Specific Elective ModulesYou will learn the basics and applications of applied remote sensing: structure and characteristics of remote sensing missions and sensors, theoretical capture and processing of Earth observation data, as well as typical application areas such as environmental monitoring and disaster management. In the end you will be able to distinguish main missions and programs, describe application areas and challenges, and theoretically present approaches for processing Earth observation data for these tasks.3 ECTSno date this semesterED110182Asteroiden auf erdnahen BahnenNo ratings for this module yet.Subject-Specific Elective ModulesYou learn theories, methods and tools for the discovery, tracking, cataloguing and characterization of near-Earth objects (NEOs). You also engage with technologies and approaches for mitigation, distraction or destruction of such objects as well as relevant data sources and institutions. In the end you can assess the threat potential of NEOs and evaluate design processes for distraction missions.3 ECTSno date this semesterMW1790Astronomie SeminarNo ratings for this module yet.Subject-Specific Elective ModulesIn the seminar you develop the path from data acquisition to scientific analysis of astronomical observations. In the end you understand the components of an observatory, can autonomously capture CCD images with a telescope, extract astrometric positions and light curves from images, and develop simple software for astronomical navigation.3 ECTSno date this semesterED110070Ausgewählte Kapitel der physikalischen GeodäsieNo ratings for this module yet.Subject-Specific Elective ModulesYou engage with selected current topics in physical geodesy, including practical applications. You will learn to understand and apply processes such as the behavior of continental ice masses, interactions of the cryosphere with the ocean/atmosphere/solid earth, as well as the analysis and design of gravity field missions.3 ECTSno date this semesterBGU45025Ausgewählte Themen aus dem Bereich Computergrafik und -visionNo ratings for this module yet.Subject-Specific Elective ModulesIn this module selected current topics from computer graphics and image understanding are presented. You will learn the state of research and technology in these areas and can engage with current research projects.no date this semesterIN3200Ausgewählte Themen in Big Geospatial DataNo ratings for this module yet.Subject-Specific Elective ModulesYou will learn advanced techniques for managing and analyzing large geospatial data sets. The module introduces current research topics; you will select one of them and practically implement it in the accompanying seminar, including implementation and documentation.3 ECTSno date this semesterLRG1501Concepts of C++ ProgrammingNo ratings for this module yet.Subject-Specific Elective ModulesYou will learn the fundamental and modern concepts of the C++ programming language with a focus on runtime efficiency. By the end you will be able to apply, analyze and use concepts such as RAII, smart pointers, templates, classes/ inheritance, STL containers/iterators and build/test concepts in programming tasks.6 ECTSno date this semesterCIT323000Detektion des Klimawandels in ErdbeobachtungsdatenNo ratings for this module yet.Subject-Specific Elective ModulesYou learn how climate change signals are detected and interpreted in observational data. In the seminar, measurement methods (focus on satellite remote sensing, also in situ) and findings for the atmosphere, oceans, ice, sea ice, and land vegetation are compared and reconciled with theoretical insights and model results, so that you can assess observable changes and methodological boundaries.5 ECTSno date this semesterED110179Erdsystemdynamik in Modellen und BeobachtungenNo ratings for this module yet.Subject-Specific Elective ModulesYou will learn how the Earth system is analyzed with the help of models and observational data, with a focus on data-driven dynamic modeling and its differences to process-based modeling. In the end you can assess uncertainties in measurement data and evaluate how measurements influence the calibration, evaluation and parameter estimation of data-driven models.3 ECTSno date this semesterED110064EuroTeQ Collider. Enhancing Connections for Sustainable Futures (MSc)No ratings for this module yet.Subject-Specific Elective ModulesIn this module you work in interdisciplinary and international teams on real challenges around ‘Enhancing connections for sustainable futures’. You develop and test creative, prototype solutions in the areas People, Nature or Technology and learn to communicate these to stakeholders.6 ECTSno date this semesterSOT86701Fachübergreifendes ProjektNo ratings for this module yet.Subject-Specific Elective ModulesYou work on a current, interdisciplinary topic in geodesy, individually or in a team. In the end you can independently analyze the topic, apply appropriate methods and literature, develop Lösungsansätze and defend your results in a report and presentation.3 ECTSno date this semesterBV450023Fachübergreifendes ProjektNo ratings for this module yet.Subject-Specific Elective ModulesYou work on a current, cross-disciplinary research topic in Geodesy, individually or in a team. In the end you will be able to analyse the topic independently, apply suitable methods, develop your own solutions, and present and defend the results in writing and orally.6 ECTSno date this semesterBV450022Geographic Text AnalysisNo ratings for this module yet.Subject-Specific Elective ModulesYou will learn how large text data collections — for example from social media, news, or government sources — can be used to answer geodetic and geographic questions. In the end you will be able to process, classify and geocode text data on a large scale and apply these results with other geospatial data, in particular remote sensing data, and in practice.3 ECTSno date this semesterED110049Geosensornetzwerke und das Internet der DingeNo ratings for this module yet.Subject-Specific Elective ModulesIn this module you will learn how IoT and geosensor networks are built, operated and analyzed. At the end you will be able to deploy sensor hardware and microcontrollers, transmit data over networks (in particular LoRa/LoRaWAN) and use open standards (e.g. OGC SensorThings API) for management, visualization and analysis of sensor data.5 ECTSno date this semesterED110027GIS mit freiwillig erhobenen geographischen InformationenNo ratings for this module yet.Subject-Specific Elective ModulesYou will learn fundamental concepts and applications of open geodata (e.g. VGI and Open Government data) and of FOSSGIS software (e.g. GRASS GIS, QGIS, GDAL/OGR). The focus is on evaluating data quality of voluntarily collected geoinformation as well as its potential and limits. Practically you will practice GIS analyses and mini-projects with open-source tools.3 ECTSno date this semesterED110103Klimasignaturen in der HydrosphäreNo ratings for this module yet.Subject-Specific Elective ModulesYou engage with climate signals in oceans and continental hydrology using satellite altimetry and physical models. In the end you will be able to process observed data, analyze it, and assess temporal changes of hydrosphere estimates in the context of physical processes and climate change.3 ECTSno date this semesterED110014Machine Learning for Graphs and Sequential DataNo ratings for this module yet.Subject-Specific Elective ModulesYou will learn methods of machine learning for graph data and sequential data. You understand models for texts and temporal sequences as well as techniques for networks and graphs and can apply and evaluate them to real tasks. In the end you can select suitable procedures and assess their strengths/weaknesses for non-independent data.5 ECTSno date this semesterIN2323Maschinelles Lernen für ComputersehenNo ratings for this module yet.Subject-Specific Elective ModulesYou will learn fundamental machine learning methods that are frequently used in computer vision (e.g., object classification, segmentation, denoising, camera calibration). In the end you will be able to explain the mathematical formulation of central procedures, create simple implementations, and apply them to concrete datasets from the field of computer vision.5 ECTSno date this semesterIN2357Modellierung und Maschinelles Lernen von dynamischen SystemenNo ratings for this module yet.Subject-Specific Elective ModulesYou will learn to use the Julia programming language for the analysis and simulation of nonlinear and chaotic dynamical systems. In the end you can implement simple nonlinear models in Julia, analyze time series of dynamical systems, and apply data-driven modeling approaches — with examples from Earth system and climate modeling.5 ECTSno date this semesterED110068Navigation mit INS und GNSSNo ratings for this module yet.Subject-Specific Elective ModulesYou learn how to combine inertial navigation (INS) and GNSS: from the mathematical foundations and sensor concepts through calibration and kinematic GNSS positioning to Kalman filters and the evaluation of joint measurements. In the end you will be able to deploy coupled sensor systems in the field, develop measurement concepts and evaluate and interpret the results.3 ECTSno date this semesterBV610018New Space EconomyNo ratings for this module yet.Subject-Specific Elective ModulesYou will learn the development and current structure of the space economy, distinguish New Space from traditional spaceflight and analyze the value chain. In the end you can analyze New Space companies using a six-element framework (product, process, technology, business model, financing, stakeholders) and identify opportunities for innovation.5 ECTSno date this semesterED110181Precision AgricultureNo ratings for this module yet.Subject-Specific Elective ModulesYou will learn the concepts, technologies and economic aspects of precision agriculture. The module conveys how remote sensing, GIS/GPS, sensor technology, robotics and variable application are used to analyze soil and crop variability and to derive site-specific management decisions.5 ECTSno date this semesterWZ1060Principles of Atmospheric Remote Sensing RetrievalsNo ratings for this module yet.Subject-Specific Elective ModulesIn this module you will learn numerical methods for solving inverse problems in atmospheric remote sensing. Building on linear algebra and differential equations, regularization techniques such as Tikhonov, Generalized Cross Validation and L-curve are covered and applied to real measurement tasks (e.g., temperature profiles, gas concentrations). By the end you will be able to understand inverse problems, practically apply regularization methods, and estimate regularization parameters.3 ECTSno date this semesterLRG5400Project Week: GovTech Design Lab: Harnessing AI, Earth Observation and Data Storytelling to Tackle Climate Security and ConflictNo ratings for this module yet.Subject-Specific Elective ModulesYou work in an interdisciplinary team to analyze geospatial data and publicly available datasets (e.g., via Google Earth Engine) and derive insights that are valuable for decision-makers and the public. The aim is the further development of Geoguard (an environmental dashboard) in collaboration with UN DPPA, as well as learning Data Storytelling to communicate complex interrelationships.6 ECTSno date this semesterSOT86081Projekt Photogrammetrie und FernerkundungNo ratings for this module yet.Subject-Specific Elective ModulesYou work independently on a project from photogrammetry, remote sensing or image understanding. Possible topics range from object extraction and sensor/platform analysis to surface modelling, change detection and sensor fusion to modern methods of computer vision and machine learning. In the end you can analyze a research problem, implement solutions and evaluate them experimentally, and present the results in writing and orally.5 ECTSno date this semesterED110039Rechnergestützte Physik 2No ratings for this module yet.Subject-Specific Elective ModulesYou will learn advanced numerical methods for classical and quantum mechanical problems. Topics range from random numbers, Fourier transforms and Monte Carlo techniques to nonlinear systems, chaos theory and fractals up to finite elements, wavelets, neural networks and fundamentals of lattice gauge theory. By the end you will be able to formulate such models numerically, implement them and assess them.5 ECTSno date this semesterPH2090Satellite NavigationNo ratings for this module yet.Subject-Specific Elective ModulesYou will learn how satellite-based navigation systems determine position, time and velocity using radio measurements. You understand influencing factors such as satellite geometry, measurement errors and propagation disturbances, and you know the fundamental algorithms for the design of a simple receiver.6 ECTSno date this semesterEI0432Satellite Navigation LaboratoryNo ratings for this module yet.Subject-Specific Elective ModulesYou implement in six practical sessions the fundamental building blocks of a satellite navigation receiver. In the end you will be able to program the individual receiver blocks, study their convergence and complexity, and assess the quantities and corrections important for satellite navigation.6 ECTSno date this semesterEI5028Seminar Design von ErdbeobachtungsmissionenNo ratings for this module yet.Subject-Specific Elective ModulesYou design and analyze Earth observation satellite missions. You learn to define scientific and technical requirements, to design suitable satellite concepts (bus, instruments, orbit, ground segment), and to specify data management and processing algorithms.3 ECTSno date this semesterBGU45026Seminar Entwicklung von ErdbeobachtungsmissionenNo ratings for this module yet.Subject-Specific Elective ModulesIn seminar format you develop a concept for an Earth observation satellite mission: from scientific requirements through the specification of technical components to simple simulations and a numerical data processor. In the end you can present and defend a satellite concept including measurement concept and simulation results.3 ECTSno date this semesterBGU45027Signalverarbeitung mit FPGAs für DetektorenNo ratings for this module yet.Subject-Specific Elective ModulesIn this module you will learn the structure and operation of FPGAs and how to realize projects for detectors with them. You acquire practical skills in creating FPGA projects and in programming with VHDL. In the end you will be able to independently design simple FPGA designs and implement them in VHDL.5 ECTSno date this semesterPH2101Softwaredefinierter GNSS-EmpfängerNo ratings for this module yet.Subject-Specific Elective ModulesYou learn how to design and implement a software-defined GNSS receiver (SDR-based). The module covers front-end design, signal preprocessing, acquisition and tracking of GPS L1(C/A) signals, and the processing of navigation data for position determination. In the end you will be able to conceive a GNSS software receiver and explain and apply its components for signal acquisition and position determination.4 ECTSno date this semesterED110118Space ExplorationNo ratings for this module yet.Subject-Specific Elective ModulesThe module offers an introduction to space exploration: history, the formation of the solar system, planets, moons, small bodies, trajectories as well as mission and space systems. You will learn to evaluate scientific mission objectives, to develop mission architectures, and to formulate technology requirements.5 ECTSno date this semesterED110108Space Systems SeminarNo ratings for this module yet.Subject-Specific Elective ModulesIn this seminar you will learn about current topics and trends in Space System Engineering, e.g. Pico-/Nanosatellites, constellations, remote sensing, astronautics, space medicine and New Space. By the end you will be able to overview the major challenges of the space industry and derive critical research questions and innovation ideas from lectures.3 ECTSno date this semesterED110111Spacecraft Design - GrundlagenNo ratings for this module yet.Subject-Specific Elective ModulesYou learn the fundamentals of satellite and mission design: structure, functions and performance indicators of the subsystems, their interfaces and interactions, and the trade-off of design alternatives under mission requirements. You also get an overview of payloads, space mechanics, transport and the space environment and can make well-founded subsystem-spanning design decisions.5 ECTSno date this semesterED110105Spacecraft OperationsNo ratings for this module yet.Subject-Specific Elective ModulesYou learn the fundamentals and practice of spacecraft operations management: from mission phases, roles and procedures to ground stations and communication basics up to flight dynamics, onboard systems and anomaly analysis. In the end you will be able to describe mission operations processes, evaluate communication and ground station designs, apply simple orbit maneuvers and link budgets, as well as analyze telemetry anomalies in a fault-tolerant manner and propose countermeasures.4 ECTSno date this semesterED110165TUM Data Innovation LabNo ratings for this module yet.Subject-Specific Elective ModulesIn the TUM Data Innovation Lab you work in your Master's program in small, interdisciplinary teams on real data-driven projects from science or industry. In the end you will be able to process, analyze and visualize data, implement numerical solutions, and present your results both technically and in an understandable way.10 ECTSno date this semesterMA8113
2 more modules match, but they are taught in German. Show themModel Based Systems EngineeringNo ratings for this module yet.Subject-Specific Elective ModulesDu lernst, wie man komplexe technische Systeme mithilfe von modellbasiertem Systems Engineering (MBSE) strukturiert beschreibt und analysiert. Am Ende kannst du SysML-Diagramme erstellen und bewerten sowie MBSE auf praktische Systeme anwenden.3 ECTSruns this semesterMW0141Praktikum Systems EngineeringNo ratings for this module yet.Subject-Specific Elective ModulesDu wendest die Grundlagen des modellbasierten Systems Engineerings praktisch an, indem du im Rahmen eines konkreten Satellitenprojekts Mission und relevante Subsysteme modellierst und auslegst. Am Ende kannst du ein einfaches Satellitenmodell erstellen, eine einfache Satellitenmission planen und technische Fragestellungen mit dem Concurrent Engineering Vorgehen bearbeiten.4 ECTSno date this semesterMW0259