Urban greenhouse gas and air quality monitoring - Institute for Advanced Study (IAS)

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href="/ias/news-events-insights/annual-report-2020/where-do-our-fellows-come-from/" target="_self" title="Where do our Fellows come from?"> Where do our Fellows come from? </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/news-events-insights/annual-report-2020/facts-and-figures/" target="_self" title="Facts and Figures"> Facts and Figures </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/news-events-insights/annual-report-2020/people/" target="_self" title="People" class="accordion-header c-sitenav__header"> People </a> <button class="accordion-button collapsed c-sitenav__button" type="button" data-bs-toggle="collapse" data-bs-target="#l1-e2-l2-e3-l3-e9" aria-label="Öffne das Untermenü von People" aria-expanded="false" aria-controls="l1-e2-l2-e3-l3-e9" > </button> <div id="l1-e2-l2-e3-l3-e9" class="accordion-collapse collapse c-sitenav__accordion" > <div class="accordion-body c-sitenav__body"> <ul id="menuMainl1-e2-l2-e3-l3-e9" class=" c-sitenav__menu-children" > <li class="accordion-item c-sitenav__item-children"> <a href="/ias/institute-for-advanced-study/organization/board-of-trustees/" target="https://www.ias.tum.de/institute-for-advanced-study/organization/board-of-truste" title="Board of Trustees"> Board of Trustees </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/news-events-insights/annual-report-2020/people/advisory-council/" target="_self" title="Advisory Council"> Advisory Council </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/news-events-insights/annual-report-2020/people/management-office/" target="_self" title="Management Office"> Management Office </a> </li> </ul> </div> </div> </li> </ul> </div> </div> </li> <li class="accordion-item c-sitenav__item-children is-active"> <a href="/ias/news-events-insights/annual-report-2021/" target="_self" title="Annual Report 2021" class="accordion-header c-sitenav__header"> Annual Report 2021 </a> 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An International Expert Network </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/news-events-insights/annual-report-2022/where-do-the-tum-ias-fellows-come-from/" target="_self" title="Where do the TUM-IAS Fellows come from?"> Where do the TUM-IAS Fellows come from? </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/news-events-insights/annual-report-2022/facts-and-figures/" target="_self" title="Facts and Figures"> Facts and Figures </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/news-events-insights/annual-report-2022/people/" target="_self" title="People" class="accordion-header c-sitenav__header"> People </a> <button class="accordion-button collapsed c-sitenav__button" type="button" data-bs-toggle="collapse" data-bs-target="#l1-e2-l2-e5-l3-e10" aria-label="Öffne das Untermenü von People" aria-expanded="false" aria-controls="l1-e2-l2-e5-l3-e10" > </button> <div id="l1-e2-l2-e5-l3-e10" 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class="accordion-item c-sitenav__item-children"> <a href="/ias/news-events-insights/annual-report-2023/scientific-reports/equity-and-diversity-in-architecture/" target="_self" title="Equity and diversity in architecture"> Equity and diversity in architecture </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/news-events-insights/annual-report-2023/scientific-reports/data-driven-flow-capture-and-reconstruction/" target="_self" title="Data-driven flow capture and reconstruction"> Data-driven flow capture and reconstruction </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/news-events-insights/annual-report-2023/scientific-reports/comparative-historical-perspectives-on-platform-capitalism/" target="_self" title="Comparative-Historical Perspectives on Platform Capitalism"> Comparative-Historical Perspectives on Platform Capitalism </a> </li> <li class="accordion-item c-sitenav__item-children"> <a 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href="/ias/news-events-insights/annual-report-2023/facts-and-figures/" target="_self" title="Facts and Figures"> Facts and Figures </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/news-events-insights/annual-report-2023/people/" target="_self" title="People" class="accordion-header c-sitenav__header"> People </a> <button class="accordion-button collapsed c-sitenav__button" type="button" data-bs-toggle="collapse" data-bs-target="#l1-e2-l2-e6-l3-e8" aria-label="Öffne das Untermenü von People" aria-expanded="false" aria-controls="l1-e2-l2-e6-l3-e8" > </button> <div id="l1-e2-l2-e6-l3-e8" class="accordion-collapse collapse c-sitenav__accordion" > <div class="accordion-body c-sitenav__body"> <ul id="menuMainl1-e2-l2-e6-l3-e8" class=" c-sitenav__menu-children" > <li class="accordion-item c-sitenav__item-children"> <a href="/ias/news-events-insights/annual-report-2022/people/board-of-trustees-1/" target="_self" title="Board of Trustees"> Board of Trustees </a> 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<li class="accordion-item c-sitenav__item-children"> <a href="/ias/people/members/gottfried-wilhelm-leibniz-prizewinners/" target="_self" title="Gottfried Wilhelm Leibniz Prizewinners"> Gottfried Wilhelm Leibniz Prizewinners </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/people/members/tum-ambassadors/" target="_self" title="TUM Ambassadors"> TUM Ambassadors </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/people/members/tum-distinguished-affiliated-professors/" target="_self" title="TUM Distinguished Affiliated Professors"> TUM Distinguished Affiliated Professors </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/people/members/tum-liesel-beckmann-distinguished-professors/" target="_self" title="TUM Liesel Beckmann Distinguished Professors"> TUM Liesel Beckmann Distinguished Professors </a> </li> <li class="accordion-item c-sitenav__item-children"> <a 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class="accordion-header c-sitenav__header"> General Information </a> <button class="accordion-button collapsed c-sitenav__button" type="button" data-bs-toggle="collapse" data-bs-target="#l1-e4-l2-e0-l3-e0" aria-label="Öffne das Untermenü von General Information" aria-expanded="false" aria-controls="l1-e4-l2-e0-l3-e0" > </button> <div id="l1-e4-l2-e0-l3-e0" class="accordion-collapse collapse c-sitenav__accordion" > <div class="accordion-body c-sitenav__body"> <ul id="menuMainl1-e4-l2-e0-l3-e0" class=" c-sitenav__menu-children" > <li class="accordion-item c-sitenav__item-children"> <a href="/ias/programs/fellowship-programs/general-information/evaluation-process/" target="_self" title="Evaluation Process"> Evaluation Process </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/programs/fellowship-programs/general-information/responsibilities-of-fellows/" target="_self" title="Responsibilities of Fellows"> Responsibilities of Fellows </a> </li> </ul> </div> </div> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/programs/fellowship-programs/albrecht-struppler-fellowship/" target="_self" title="Albrecht Struppler Fellowship"> Albrecht Struppler Fellowship </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/programs/fellowship-programs/anna-boyksen-fellowship/" target="_self" title="Anna Boyksen Fellowship"> Anna Boyksen Fellowship </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/programs/fellowship-programs/carl-von-linde-fellowship/" target="_self" title="Carl von Linde Fellowship"> Carl von Linde Fellowship </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/programs/fellowship-programs/dieter-schwarz-fellowship/" target="_self" title="Dieter Schwarz Fellowship"> Dieter Schwarz Fellowship </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/programs/fellowship-programs/dieter-schwarz-courageous-research-grant/" target="_self" title="Dieter Schwarz Courageous Research Grant"> Dieter Schwarz Courageous Research Grant </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/programs/fellowship-programs/hans-fischer-fellowship/" target="_self" title="Hans Fischer Fellowship"> Hans Fischer Fellowship </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/programs/fellowship-programs/hans-fischer-senior-fellowship/" target="_self" title="Hans Fischer Senior Fellowship"> Hans Fischer Senior Fellowship </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/programs/fellowship-programs/philosopher-in-residence-fellowship/" target="_self" title="Philosopher in Residence Fellowship"> Philosopher in Residence Fellowship </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/programs/fellowship-programs/rudolf-diesel-industry-fellowship/" target="_self" title="Rudolf Diesel Industry Fellowship"> Rudolf Diesel Industry Fellowship </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/programs/fellowship-programs/rudolf-moessbauer-tenure-track-professorship/" target="_self" title="Rudolf Mößbauer Tenure Track Professorship"> Rudolf Mößbauer Tenure Track Professorship </a> </li> </ul> </div> </div> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/programs/focal-periods/" target="_self" title="Focal Periods"> Focal Periods </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/programs/tum-innovation-networks/" target="_self" title="TUM Innovation Networks"> TUM Innovation Networks </a> </li> </ul> </div> </div> </li> <li class="accordion-item c-sitenav__item"> <a href="/ias/research-areas/" target="_self" title="Research Areas" class="accordion-header"> Research Areas </a> <button class="accordion-button collapsed c-sitenav__button" type="button" data-bs-toggle="collapse" data-bs-target="#menuMain5" aria-label="Öffne das Untermenü von Research Areas" aria-expanded="false" aria-controls="menuMain5" ></button> <div id="menuMain5" class="accordion-collapse collapse c-sitenav__accordion" > <div class="accordion-body c-sitenav__body"> <ul id="menuMainl1-e5" class="accordion c-sitenav__menu-children" > <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/advanced-computation-and-modeling/" target="_self" title="Advanced Computation and Modeling" class="accordion-header c-sitenav__header"> Advanced Computation and Modeling </a> <button class="accordion-button collapsed c-sitenav__button" type="button" data-bs-toggle="collapse" data-bs-target="#l1-e5-l2-e0" aria-label="Öffne das Untermenü von Advanced Computation and Modeling" aria-expanded="false" aria-controls="l1-e5-l2-e0" > </button> <div id="l1-e5-l2-e0" class="accordion-collapse collapse c-sitenav__accordion" > <div class="accordion-body c-sitenav__body"> <ul id="menuMainl1-e5-l2-e0" class=" c-sitenav__menu-children" > <li 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class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/advanced-computation-and-modeling/artificial-intelligence-in-traffic-engineering-and-control/" target="_self" title="Artificial Intelligence in Traffic Engineering and Control"> Artificial Intelligence in Traffic Engineering and Control </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/advanced-computation-and-modeling/data-based-maintenance-of-offshore-wind-energy-conversion/" target="_self" title="Data-Based Maintenance of Offshore Wind Energy Conversion"> Data-Based Maintenance of Offshore Wind Energy Conversion </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/advanced-computation-and-modeling/digital-twins-of-civil-structures-and-protection-systems-in-a-climate-change-perspective-react/" target="_self" title="Digital Twins Of Civil StRucturEs And Protection Systems In A ClimAte Change PerspecTive (REACT)"> Digital Twins Of Civil StRucturEs And Protection Systems In A ClimAte Change PerspecTive (REACT) </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/advanced-computation-and-modeling/enabling-neuromorphic-computing-for-multi-tenant-ai/" target="_self" title="Enabling Neuromorphic Computing for Multi-Tenant AI"> Enabling Neuromorphic Computing for Multi-Tenant AI </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/advanced-computation-and-modeling/human-ai-collaboration-for-decision-making/" target="_self" title="Human-AI Collaboration for Decision Making"> Human-AI Collaboration for Decision Making </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/advanced-computation-and-modeling/light-induced-molecular-transformations-on-cluster-assembled-materials/" target="_self" title="Light-Induced Molecular Transformations on Cluster-Assembled Materials"> Light-Induced Molecular Transformations on Cluster-Assembled Materials </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/advanced-computation-and-modeling/machine-learning/" target="_self" title="Machine Learning"> Machine Learning </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/advanced-computation-and-modeling/machine-learning-for-energy-analysis/" target="_self" title="Machine Learning for Energy Analysis"> Machine Learning for Energy Analysis </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/advanced-computation-and-modeling/model-reduction-for-structural-reliability-analysis/" target="_self" title="Model Reduction for Structural Reliability Analysis"> Model Reduction for Structural Reliability Analysis </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/advanced-computation-and-modeling/multibody-systems/" target="_self" title="Multibody Systems"> Multibody Systems </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/advanced-computation-and-modeling/next-generation-deep-learning-in-therapy-monitoring/" target="_self" title="Next Generation Deep Learning in Therapy Monitoring"> Next Generation Deep Learning in Therapy Monitoring </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/advanced-computation-and-modeling/novel-tensor-network-methods-for-strongly-correlated-quantum-systems/" target="_self" title="Novel tensor network methods for strongly correlated quantum systems"> Novel tensor network methods for strongly correlated quantum systems </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/advanced-computation-and-modeling/quantitative-imaging-biomarkers-for-predictive-healthcare/" target="_self" title="Quantitative Imaging Biomarkers for Predictive Healthcare"> Quantitative Imaging Biomarkers for Predictive Healthcare </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/advanced-computation-and-modeling/quantum-logic-and-the-second-quantum-revolution/" target="_self" title="Quantum Logic and the Second Quantum Revolution"> Quantum Logic and the Second Quantum Revolution </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/advanced-computation-and-modeling/responsible-ai-for-trustworthy-technology-and-automation/" target="_self" title="Responsible AI for Trustworthy Technology and Automation"> Responsible AI for Trustworthy Technology and Automation </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/advanced-computation-and-modeling/scientific-machine-learning/" target="_self" title="Scientific Machine Learning"> Scientific Machine Learning </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/advanced-computation-and-modeling/software-engineering-for-ai/" target="_self" title="Software Engineering for AI"> Software Engineering for AI </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/advanced-computation-and-modeling/structural-design/" target="_self" title="Structural Design"> Structural Design </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/advanced-computation-and-modeling/systematically-improvable-modeling-of-electrochemical-processes/" target="_self" title="Systematically Improvable Modeling of Electrochemical Processes"> Systematically Improvable Modeling of Electrochemical Processes </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/advanced-computation-and-modeling/theoretical-methods-in-spectroscopy/" target="_self" title="Theoretical Methods in Spectroscopy"> Theoretical Methods in Spectroscopy </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/advanced-computation-and-modeling/trustworthy-knowledge-graphs/" target="_self" title="Trustworthy Knowledge Graphs"> Trustworthy Knowledge Graphs </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/advanced-computation-and-modeling/visual-computing/" target="_self" title="Visual Computing"> Visual Computing </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/advanced-computation-and-modeling/alumni-focus-groups/" target="_self" title="Alumni Focus Groups" class="accordion-header c-sitenav__header"> Alumni Focus Groups </a> <button class="accordion-button collapsed c-sitenav__button" type="button" data-bs-toggle="collapse" data-bs-target="#l1-e5-l2-e0-l3-e25" aria-label="Öffne das Untermenü von Alumni Focus Groups" aria-expanded="false" aria-controls="l1-e5-l2-e0-l3-e25" > </button> <div id="l1-e5-l2-e0-l3-e25" class="accordion-collapse collapse c-sitenav__accordion" > <div class="accordion-body c-sitenav__body"> <ul id="menuMainl1-e5-l2-e0-l3-e25" class=" c-sitenav__menu-children" > <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/advanced-computation-and-modeling/alumni-focus-groups/advanced-cardiac-mechanics-emulator/" target="_self" title="Advanced Cardiac Mechanics Emulator"> Advanced Cardiac Mechanics Emulator </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/advanced-computation-and-modeling/alumni-focus-groups/advanced-computation/" target="_self" title="Advanced Computation"> Advanced Computation </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/advanced-computation-and-modeling/alumni-focus-groups/advanced-stability-analysis/" target="_self" title="Advanced Stability Analysis"> Advanced Stability Analysis </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/advanced-computation-and-modeling/alumni-focus-groups/built-environment-digital-twinning/" target="_self" title="Built Environment Digital Twinning"> Built Environment Digital Twinning </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/advanced-computation-and-modeling/alumni-focus-groups/complex-systems-modeling-and-computation/" target="_self" title="Complex Systems Modeling and Computation"> Complex Systems Modeling and Computation </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/advanced-computation-and-modeling/alumni-focus-groups/computational-biomechanics/" target="_self" title="Computational Biomechanics"> Computational Biomechanics </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/advanced-computation-and-modeling/alumni-focus-groups/computer-vision-and-machine-learning/" target="_self" title="Computer Vision and Machine Learning"> Computer Vision and Machine Learning </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/advanced-computation-and-modeling/alumni-focus-groups/computational-transport-oncophysics/" target="_self" title="Computational Transport Oncophysics"> Computational Transport Oncophysics </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/advanced-computation-and-modeling/alumni-focus-groups/computational-mechanics-geometry-and-numerical-simulation/" target="_self" title="Computational Mechanics: Geometry and Numerical Simulation"> Computational Mechanics: Geometry and Numerical Simulation </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/advanced-computation-and-modeling/alumni-focus-groups/data-driven-dynamical-systems-analysis-in-fluid-mechanics/" target="_self" title="Data-driven Dynamical Systems Analysis in Fluid Mechanics"> Data-driven Dynamical Systems Analysis in Fluid Mechanics </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/advanced-computation-and-modeling/alumni-focus-groups/data-informed-decisions-for-structures-and-infrastructures/" target="_self" title="Data-informed Decisions for Structures and Infrastructures"> Data-informed Decisions for Structures and Infrastructures </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/advanced-computation-and-modeling/alumni-focus-groups/data-mining-analytics/" target="_self" title="Data Mining & Analytics"> Data Mining & Analytics </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/advanced-computation-and-modeling/alumni-focus-groups/high-performance-computing-hpc/" target="_self" title="High Performance Computing (HPC)"> High Performance Computing (HPC) </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/advanced-computation-and-modeling/alumni-focus-groups/optimal-transport-in-science-technology-and-society/" target="_self" title="Optimal Transport in Science, Technology, and Society"> Optimal Transport in Science, Technology, and Society </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/advanced-computation-and-modeling/alumni-focus-groups/risk-analysis-and-stochastic-modeling/" target="_self" title="Risk Analysis and Stochastic Modeling"> Risk Analysis and Stochastic Modeling </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/advanced-computation-and-modeling/alumni-focus-groups/network-dynamics/" target="_self" title="Network Dynamics"> Network Dynamics </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/advanced-computation-and-modeling/alumni-focus-groups/neuromorphic-computing/" target="_self" title="Neuromorphic Computing"> Neuromorphic Computing </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/advanced-computation-and-modeling/alumni-focus-groups/simulation-and-digital-twin/" target="_self" title="Simulation and Digital Twin"> Simulation and Digital Twin </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/advanced-computation-and-modeling/alumni-focus-groups/uncertainty-quantification-and-predictive-modeling/" target="_self" title="Uncertainty Quantification and Predictive Modeling"> Uncertainty Quantification and Predictive Modeling </a> </li> </ul> </div> </div> </li> </ul> </div> </div> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/bio-engineering-imaging/" target="_self" title="Bio-Engineering & Imaging" class="accordion-header c-sitenav__header"> Bio-Engineering & Imaging </a> <button class="accordion-button collapsed c-sitenav__button" type="button" data-bs-toggle="collapse" data-bs-target="#l1-e5-l2-e1" aria-label="Öffne das Untermenü von Bio-Engineering & Imaging" aria-expanded="false" aria-controls="l1-e5-l2-e1" > </button> <div id="l1-e5-l2-e1" class="accordion-collapse collapse c-sitenav__accordion" > <div class="accordion-body c-sitenav__body"> <ul id="menuMainl1-e5-l2-e1" class=" c-sitenav__menu-children" > <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/bio-engineering-imaging/biomedical-magnetic-resonance/" target="_self" title="Biomedical Magnetic Resonance"> Biomedical Magnetic Resonance </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/bio-engineering-imaging/cardiomri/" target="_self" title="CardioMRI"> CardioMRI </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/bio-engineering-imaging/clinical-translation-of-microbeam-radiotherapy/" target="_self" title="Clinical Translation of Microbeam Radiotherapy"> Clinical Translation of Microbeam Radiotherapy </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/bio-engineering-imaging/imaging-cancer-metabolism-using-magnetic-resonance/" target="_self" title="Imaging Cancer Metabolism using Magnetic Resonance"> Imaging Cancer Metabolism using Magnetic Resonance </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/bio-engineering-imaging/x-ray-and-computed-tomography-research/" target="_self" title="X-Ray and Computed Tomography Research"> X-Ray and Computed Tomography Research </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/bio-engineering-imaging/alumni-focus-groups/" target="_self" title="Alumni Focus Groups" class="accordion-header c-sitenav__header"> Alumni Focus Groups </a> <button class="accordion-button collapsed c-sitenav__button" type="button" data-bs-toggle="collapse" data-bs-target="#l1-e5-l2-e1-l3-e5" aria-label="Öffne das Untermenü von Alumni Focus Groups" aria-expanded="false" aria-controls="l1-e5-l2-e1-l3-e5" > </button> <div id="l1-e5-l2-e1-l3-e5" class="accordion-collapse collapse c-sitenav__accordion" > <div class="accordion-body c-sitenav__body"> <ul id="menuMainl1-e5-l2-e1-l3-e5" class=" c-sitenav__menu-children" > <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/bio-engineering-imaging/alumni-focus-groups/biomedical-engineering/" target="_self" title="Biomedical Engineering"> Biomedical Engineering </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/bio-engineering-imaging/alumni-focus-groups/image-based-biomedical-modeling/" target="_self" title="Image-based Biomedical Modeling"> Image-based Biomedical Modeling </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/bio-engineering-imaging/alumni-focus-groups/human-machine-collaborative-systems/" target="_self" title="Human-Machine Collaborative Systems"> Human-Machine Collaborative Systems </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/bio-engineering-imaging/alumni-focus-groups/microfluidic-design-automation-mda/" target="_self" title="Microfluidic Design Automation (MDA)"> Microfluidic Design Automation (MDA) </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/bio-engineering-imaging/alumni-focus-groups/molecular-imaging/" target="_self" title="Molecular Imaging"> Molecular Imaging </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/bio-engineering-imaging/alumni-focus-groups/neuroimaging/" target="_self" title="Neuroimaging"> Neuroimaging </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/bio-engineering-imaging/alumni-focus-groups/phase-contrast-computed-tomography/" target="_self" title="Phase Contrast Computed Tomography"> Phase Contrast Computed Tomography </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/bio-engineering-imaging/alumni-focus-groups/subcellular-dynamics-in-neurons/" target="_self" title="Subcellular Dynamics in Neurons"> Subcellular Dynamics in Neurons </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/bio-engineering-imaging/alumni-focus-groups/optimal-control-and-medical-imaging/" target="_self" title="Optimal Control and Medical Imaging"> Optimal Control and Medical Imaging </a> </li> </ul> </div> </div> </li> </ul> </div> </div> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/communication-and-information/" target="_self" title="Communication and Information" class="accordion-header c-sitenav__header"> Communication and Information </a> <button class="accordion-button collapsed c-sitenav__button" type="button" data-bs-toggle="collapse" data-bs-target="#l1-e5-l2-e2" aria-label="Öffne das Untermenü von Communication and Information" aria-expanded="false" aria-controls="l1-e5-l2-e2" > </button> <div id="l1-e5-l2-e2" class="accordion-collapse collapse c-sitenav__accordion" > <div class="accordion-body c-sitenav__body"> <ul id="menuMainl1-e5-l2-e2" class=" c-sitenav__menu-children" > <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/communication-and-information/behavioral-science-for-disease-prevention-and-health-care/" target="_self" title="Behavioral Science for Disease Prevention and Health Care"> Behavioral Science for Disease Prevention and Health Care </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/communication-and-information/coding-for-dna-storage-applications/" target="_self" title="Coding for DNA Storage Applications"> Coding for DNA Storage Applications </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/communication-and-information/cryptography/" target="_self" title="Cryptography"> Cryptography </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/communication-and-information/alumni-focus-groups/" target="_self" title="Alumni Focus Groups" class="accordion-header c-sitenav__header"> Alumni Focus Groups </a> <button class="accordion-button collapsed c-sitenav__button" type="button" data-bs-toggle="collapse" data-bs-target="#l1-e5-l2-e2-l3-e3" aria-label="Öffne das Untermenü von Alumni Focus Groups" aria-expanded="false" aria-controls="l1-e5-l2-e2-l3-e3" > </button> <div id="l1-e5-l2-e2-l3-e3" class="accordion-collapse collapse c-sitenav__accordion" > <div class="accordion-body c-sitenav__body"> <ul id="menuMainl1-e5-l2-e2-l3-e3" class=" c-sitenav__menu-children" > <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/communication-and-information/alumni-focus-groups/coding-for-communications-and-data-storage-cod/" target="_self" title="Coding for Communications and Data Storage (COD)"> Coding for Communications and Data Storage (COD) </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/communication-and-information/alumni-focus-groups/exploiting-antenna-arrays-for-next-generation-wireless-communications-systems/" target="_self" title="Exploiting Antenna Arrays for Next Generation Wireless Communications Systems"> Exploiting Antenna Arrays for Next Generation Wireless Communications Systems </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/communication-and-information/alumni-focus-groups/fiber-optic-communication-and-information-theory/" target="_self" title="Fiber-Optic Communication and Information Theory"> Fiber-Optic Communication and Information Theory </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/communication-and-information/alumni-focus-groups/information-interaction-and-mechanism-design/" target="_self" title="Information, Interaction and Mechanism Design"> Information, Interaction and Mechanism Design </a> </li> </ul> </div> </div> </li> </ul> </div> </div> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/control-theory-systems-engineering-and-robotics/" target="_self" title="Control Theory, Systems Engineering and Robotics" class="accordion-header c-sitenav__header"> Control Theory, Systems Engineering and Robotics </a> <button class="accordion-button collapsed c-sitenav__button" type="button" data-bs-toggle="collapse" data-bs-target="#l1-e5-l2-e3" aria-label="Öffne das Untermenü von Control Theory, Systems Engineering and Robotics" aria-expanded="false" aria-controls="l1-e5-l2-e3" > </button> <div id="l1-e5-l2-e3" class="accordion-collapse collapse c-sitenav__accordion" > <div class="accordion-body c-sitenav__body"> <ul id="menuMainl1-e5-l2-e3" class=" c-sitenav__menu-children" > <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/control-theory-systems-engineering-and-robotics/autonomous-vehicles-systems-avs/" target="_self" title="Autonomous Vehicles Systems (AVS)"> Autonomous Vehicles Systems (AVS) </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/control-theory-systems-engineering-and-robotics/efficient-and-reliable-energy-conversion-technique-for-20mw-level-offshore-wind-energy/" target="_self" title="Efficient and Reliable Energy Conversion Technique for 20MW-level Offshore Wind Energy"> Efficient and Reliable Energy Conversion Technique for 20MW-level Offshore Wind Energy </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/control-theory-systems-engineering-and-robotics/alumni-focus-groups/" target="_self" title="Alumni Focus Groups" class="accordion-header c-sitenav__header"> Alumni Focus Groups </a> <button class="accordion-button collapsed c-sitenav__button" type="button" data-bs-toggle="collapse" data-bs-target="#l1-e5-l2-e3-l3-e2" aria-label="Öffne das Untermenü von Alumni Focus Groups" aria-expanded="false" aria-controls="l1-e5-l2-e3-l3-e2" > </button> <div id="l1-e5-l2-e3-l3-e2" class="accordion-collapse collapse c-sitenav__accordion" > <div class="accordion-body c-sitenav__body"> <ul id="menuMainl1-e5-l2-e3-l3-e2" class=" c-sitenav__menu-children" > <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/control-theory-systems-engineering-and-robotics/alumni-focus-groups/aircraft-stability-and-control/" target="_self" title="Aircraft Stability and Control"> Aircraft Stability and Control </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/control-theory-systems-engineering-and-robotics/alumni-focus-groups/artificial-electronic-skin/" target="_self" title="Artificial Electronic Skin"> Artificial Electronic Skin </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/control-theory-systems-engineering-and-robotics/alumni-focus-groups/automated-controller-synthesis/" target="_self" title="Automated Controller Synthesis"> Automated Controller Synthesis </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/control-theory-systems-engineering-and-robotics/alumni-focus-groups/cognitive-technology/" target="_self" title="Cognitive Technology"> Cognitive Technology </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/control-theory-systems-engineering-and-robotics/alumni-focus-groups/control-and-robotics/" target="_self" title="Control and Robotics"> Control and Robotics </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/control-theory-systems-engineering-and-robotics/alumni-focus-groups/diesel-reloaded/" target="_self" title="Diesel Reloaded"> Diesel Reloaded </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/control-theory-systems-engineering-and-robotics/alumni-focus-groups/embedded-systems-and-internet-of-things/" target="_self" title="Embedded Systems and Internet of Things"> Embedded Systems and Internet of Things </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/control-theory-systems-engineering-and-robotics/alumni-focus-groups/human-in-the-loop-ocean-robotics/" target="_self" title="Human-in-the-Loop Ocean Robotics"> Human-in-the-Loop Ocean Robotics </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/control-theory-systems-engineering-and-robotics/alumni-focus-groups/networked-cyber-physical-systems-netcyphy/" target="_self" title="Networked Cyber-Physical Systems (NetCyPhy)"> Networked Cyber-Physical Systems (NetCyPhy) </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/control-theory-systems-engineering-and-robotics/alumni-focus-groups/networked-dynamical-systems/" target="_self" title="Networked Dynamical Systems"> Networked Dynamical Systems </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/control-theory-systems-engineering-and-robotics/alumni-focus-groups/safe-adaptive-dependable-aerospace-systems-sadas/" target="_self" title="Safe Adaptive Dependable Aerospace Systems (SADAS)"> Safe Adaptive Dependable Aerospace Systems (SADAS) </a> </li> </ul> </div> </div> </li> </ul> </div> </div> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/environmental-and-earth-sciences-building-technology/" target="_self" title="Environmental and Earth Sciences, Building Technology" class="accordion-header c-sitenav__header"> Environmental and Earth Sciences, Building Technology </a> <button class="accordion-button collapsed c-sitenav__button" type="button" data-bs-toggle="collapse" data-bs-target="#l1-e5-l2-e4" aria-label="Öffne das Untermenü von Environmental and Earth Sciences, Building Technology" aria-expanded="false" aria-controls="l1-e5-l2-e4" > </button> <div id="l1-e5-l2-e4" class="accordion-collapse collapse c-sitenav__accordion" > <div class="accordion-body c-sitenav__body"> <ul id="menuMainl1-e5-l2-e4" class=" c-sitenav__menu-children" > <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/environmental-and-earth-sciences-building-technology/air-pollution-and-climate/" target="_self" title="Air Pollution and Climate"> Air Pollution and Climate </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/environmental-and-earth-sciences-building-technology/citizen-science-nature-watch/" target="_self" title="Citizen Science Nature Watch"> Citizen Science Nature Watch </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/environmental-and-earth-sciences-building-technology/earth-observation-for-ecosystem-management/" target="_self" title="Earth Observation for Ecosystem Management"> Earth Observation for Ecosystem Management </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/environmental-and-earth-sciences-building-technology/human-centric-building-performance/" target="_self" title="Human-Centric Building Performance"> Human-Centric Building Performance </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/environmental-and-earth-sciences-building-technology/travel-behavior/" target="_self" title="Travel Behavior"> Travel Behavior </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/environmental-and-earth-sciences-building-technology/alumni-focus-groups/" target="_self" title="Alumni Focus Groups" class="accordion-header c-sitenav__header"> Alumni Focus Groups </a> <button class="accordion-button collapsed c-sitenav__button" type="button" data-bs-toggle="collapse" data-bs-target="#l1-e5-l2-e4-l3-e5" aria-label="Öffne das Untermenü von Alumni Focus Groups" aria-expanded="false" aria-controls="l1-e5-l2-e4-l3-e5" > </button> <div id="l1-e5-l2-e4-l3-e5" class="accordion-collapse collapse c-sitenav__accordion" > <div class="accordion-body c-sitenav__body"> <ul id="menuMainl1-e5-l2-e4-l3-e5" class=" c-sitenav__menu-children" > <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/environmental-and-earth-sciences-building-technology/alumni-focus-groups/advanced-construction-chemicals-and-materials/" target="_self" title="Advanced Construction Chemicals and Materials"> Advanced Construction Chemicals and Materials </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/environmental-and-earth-sciences-building-technology/alumni-focus-groups/engineering-risk-analysis/" target="_self" title="Engineering Risk Analysis"> Engineering Risk Analysis </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/environmental-and-earth-sciences-building-technology/alumni-focus-groups/environmental-sensing-and-modeling/" target="_self" title="Environmental Sensing and Modeling"> Environmental Sensing and Modeling </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/environmental-and-earth-sciences-building-technology/alumni-focus-groups/global-change/" target="_self" title="Global Change"> Global Change </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/environmental-and-earth-sciences-building-technology/alumni-focus-groups/high-resolution-gravity-modeling/" target="_self" title="High-Resolution Gravity Modeling"> High-Resolution Gravity Modeling </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/environmental-and-earth-sciences-building-technology/alumni-focus-groups/metropolis-nonformal/" target="_self" title="Metropolis Nonformal"> Metropolis Nonformal </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/environmental-and-earth-sciences-building-technology/alumni-focus-groups/modeling-spatial-mobility/" target="_self" title="Modeling Spatial Mobility"> Modeling Spatial Mobility </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/environmental-and-earth-sciences-building-technology/alumni-focus-groups/pollutants-and-sustainability-governance/" target="_self" title="Pollutants and Sustainability Governance"> Pollutants and Sustainability Governance </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/environmental-and-earth-sciences-building-technology/alumni-focus-groups/satellite-geodesy/" target="_self" title="Satellite Geodesy"> Satellite Geodesy </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/environmental-and-earth-sciences-building-technology/alumni-focus-groups/soil-architecture/" target="_self" title="Soil Architecture"> Soil Architecture </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/environmental-and-earth-sciences-building-technology/alumni-focus-groups/sustainable-water-cycling-for-cities-of-the-future/" target="_self" title="Sustainable Water Cycling for Cities of the Future"> Sustainable Water Cycling for Cities of the Future </a> </li> </ul> </div> </div> </li> </ul> </div> </div> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/fundamental-natural-and-life-sciences/" target="_self" title="Fundamental Natural and Life Sciences" class="accordion-header c-sitenav__header"> Fundamental Natural and Life Sciences </a> <button class="accordion-button collapsed c-sitenav__button" type="button" data-bs-toggle="collapse" data-bs-target="#l1-e5-l2-e5" aria-label="Öffne das Untermenü von Fundamental Natural and Life Sciences" aria-expanded="false" aria-controls="l1-e5-l2-e5" > </button> <div id="l1-e5-l2-e5" class="accordion-collapse collapse c-sitenav__accordion" > <div class="accordion-body c-sitenav__body"> <ul id="menuMainl1-e5-l2-e5" class=" c-sitenav__menu-children" > <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/fundamental-natural-and-life-sciences/auxin-exporters-as-targets-for-herbicide-resistance/" target="_self" title="Auxin Exporters as Targets for Herbicide Resistance"> Auxin Exporters as Targets for Herbicide Resistance </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/fundamental-natural-and-life-sciences/brain-circuit-function-and-dysfunction/" target="_self" title="Brain Circuit Function and Dysfunction"> Brain Circuit Function and Dysfunction </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/fundamental-natural-and-life-sciences/cell-stress-in-intestinal-tissue-repair-and-microbiome-homeostasis/" target="_self" title="Cell Stress in Intestinal Tissue Repair and Microbiome Homeostasis"> Cell Stress in Intestinal Tissue Repair and Microbiome Homeostasis </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/fundamental-natural-and-life-sciences/molecular-designs-of-site-specific-activity/" target="_self" title="Molecular Designs of Site-Specific Activity"> Molecular Designs of Site-Specific Activity </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/fundamental-natural-and-life-sciences/molecular-imaging-of-cellular-metabolism/" target="_self" title="Molecular Imaging of Cellular Metabolism"> Molecular Imaging of Cellular Metabolism </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/fundamental-natural-and-life-sciences/neuroglial-circuits-in-health-and-disease/" target="_self" title="Neuroglial circuits in health and disease"> Neuroglial circuits in health and disease </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/fundamental-natural-and-life-sciences/optoelectronic-properties-of-perovskite-semiconductors/" target="_self" title="Optoelectronic Properties of Perovskite Semiconductors"> Optoelectronic Properties of Perovskite Semiconductors </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/fundamental-natural-and-life-sciences/photophysics-and-electronic-structure-of-metal-organic-frameworks/" target="_self" title="Photophysics and Electronic Structure of Metal-Organic Frameworks"> Photophysics and Electronic Structure of Metal-Organic Frameworks </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/fundamental-natural-and-life-sciences/synthetic-biochemistry/" target="_self" title="Synthetic Biochemistry"> Synthetic Biochemistry </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/fundamental-natural-and-life-sciences/alumni-focus-groups/" target="_self" title="Alumni Focus Groups" class="accordion-header c-sitenav__header"> Alumni Focus Groups </a> <button class="accordion-button collapsed c-sitenav__button" type="button" data-bs-toggle="collapse" data-bs-target="#l1-e5-l2-e5-l3-e9" aria-label="Öffne das Untermenü von Alumni Focus Groups" aria-expanded="false" aria-controls="l1-e5-l2-e5-l3-e9" > </button> <div id="l1-e5-l2-e5-l3-e9" class="accordion-collapse collapse c-sitenav__accordion" > <div class="accordion-body c-sitenav__body"> <ul id="menuMainl1-e5-l2-e5-l3-e9" class=" c-sitenav__menu-children" > <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/fundamental-natural-and-life-sciences/alumni-focus-groups/biochemistry/" target="_self" title="Biochemistry"> Biochemistry </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/fundamental-natural-and-life-sciences/alumni-focus-groups/biologically-inspired-materials-science/" target="_self" title="Biologically Inspired Materials Science"> Biologically Inspired Materials Science </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/fundamental-natural-and-life-sciences/alumni-focus-groups/biophysics/" target="_self" title="Biophysics"> Biophysics </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/fundamental-natural-and-life-sciences/alumni-focus-groups/c-h-activation-chemistry/" target="_self" title="C-H Activation Chemistry"> C-H Activation Chemistry </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/fundamental-natural-and-life-sciences/alumni-focus-groups/cellular-protein-biochemistry/" target="_self" title="Cellular Protein Biochemistry"> Cellular Protein Biochemistry </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/fundamental-natural-and-life-sciences/alumni-focus-groups/chemical-catalysis-photo-catalysis-and-electro-catalysis/" target="_self" title="Chemical Catalysis, Photo-catalysis and Electro-catalysis"> Chemical Catalysis, Photo-catalysis and Electro-catalysis </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/fundamental-natural-and-life-sciences/alumni-focus-groups/computational-biology/" target="_self" title="Computational Biology"> Computational Biology </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/fundamental-natural-and-life-sciences/alumni-focus-groups/drought-mitigation-through-ecosystem-restoration-challenges-and-opportunities/" target="_self" title="Drought mitigation through ecosystem restoration: Challenges and opportunities"> Drought mitigation through ecosystem restoration: Challenges and opportunities </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/fundamental-natural-and-life-sciences/alumni-focus-groups/functional-metagenomics/" target="_self" title="Functional Metagenomics"> Functional Metagenomics </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/fundamental-natural-and-life-sciences/alumni-focus-groups/fundamental-physics/" target="_self" title="Fundamental Physics"> Fundamental Physics </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/fundamental-natural-and-life-sciences/alumni-focus-groups/fungal-sensing-and-signaling-of-the-environment/" target="_self" title="Fungal Sensing and Signaling of the Environment"> Fungal Sensing and Signaling of the Environment </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/fundamental-natural-and-life-sciences/alumni-focus-groups/integrated-structural-biology/" target="_self" title="Integrated Structural Biology"> Integrated Structural Biology </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/fundamental-natural-and-life-sciences/alumni-focus-groups/medicinal-and-bioinorganic-chemistry/" target="_self" title="Medicinal and Bioinorganic Chemistry"> Medicinal and Bioinorganic Chemistry </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/fundamental-natural-and-life-sciences/alumni-focus-groups/multi-messenger-astrophysics-and-the-united-nations-open-universe-initiative/" target="_self" title="Multi-Messenger astrophysics and the United Nations Open Universe initiative"> Multi-Messenger astrophysics and the United Nations Open Universe initiative </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/fundamental-natural-and-life-sciences/alumni-focus-groups/physics-with-effective-field-theories/" target="_self" title="Physics with Effective Field Theories"> Physics with Effective Field Theories </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/fundamental-natural-and-life-sciences/alumni-focus-groups/population-epigenetics-and-epigenomics/" target="_self" title="Population Epigenetics and Epigenomics"> Population Epigenetics and Epigenomics </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/fundamental-natural-and-life-sciences/alumni-focus-groups/protein-misfolding-and-amyloid-diseases/" target="_self" title="Protein Misfolding and Amyloid Diseases"> Protein Misfolding and Amyloid Diseases </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/fundamental-natural-and-life-sciences/alumni-focus-groups/statistical-and-quantitative-genomics/" target="_self" title="Statistical and Quantitative Genomics"> Statistical and Quantitative Genomics </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/fundamental-natural-and-life-sciences/alumni-focus-groups/sterile-neutrinos-and-dark-matter/" target="_self" title="Sterile Neutrinos and Dark Matter"> Sterile Neutrinos and Dark Matter </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/fundamental-natural-and-life-sciences/alumni-focus-groups/structural-membrane-biochemistry/" target="_self" title="Structural Membrane Biochemistry"> Structural Membrane Biochemistry </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/fundamental-natural-and-life-sciences/alumni-focus-groups/supramolecular-chemistry/" target="_self" title="Supramolecular Chemistry"> Supramolecular Chemistry </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/fundamental-natural-and-life-sciences/alumni-focus-groups/theory-of-functional-energy-materials/" target="_self" title="Theory of Functional Energy Materials"> Theory of Functional Energy Materials </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/fundamental-natural-and-life-sciences/alumni-focus-groups/theory-of-soft-matter/" target="_self" title="Theory of Soft Matter"> Theory of Soft Matter </a> </li> </ul> </div> </div> </li> </ul> </div> </div> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/gender-and-diversity-in-science-and-engineering/" target="_self" title="Gender and Diversity in Science and Engineering" class="accordion-header c-sitenav__header"> Gender and Diversity in Science and Engineering </a> <button class="accordion-button collapsed c-sitenav__button" type="button" data-bs-toggle="collapse" data-bs-target="#l1-e5-l2-e6" aria-label="Öffne das Untermenü von Gender and Diversity in Science and Engineering" aria-expanded="false" aria-controls="l1-e5-l2-e6" > </button> <div id="l1-e5-l2-e6" class="accordion-collapse collapse c-sitenav__accordion" > <div class="accordion-body c-sitenav__body"> <ul id="menuMainl1-e5-l2-e6" class=" c-sitenav__menu-children" > <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/gender-and-diversity-in-science-and-engineering/feminism-and-digital-cultures-in-architecture/" target="_self" title="Feminism and Digital Cultures in Architecture"> Feminism and Digital Cultures in Architecture </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/gender-and-diversity-in-science-and-engineering/gene-regulatory-mechanisms/" target="_self" title="Gene-regulatory mechanisms"> Gene-regulatory mechanisms </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/gender-and-diversity-in-science-and-engineering/he-for-she-understanding-mens-allyship-to-promote-gender-equality/" target="_self" title="He for She: Understanding Men’s Allyship to Promote Gender Equality"> He for She: Understanding Men’s Allyship to Promote Gender Equality </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/gender-and-diversity-in-science-and-engineering/inclusion-and-diversity-in-the-manufacturing-sector-in-industry-40/" target="_self" title="Inclusion and Diversity in the Manufacturing sector in Industry 4.0"> Inclusion and Diversity in the Manufacturing sector in Industry 4.0 </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/gender-and-diversity-in-science-and-engineering/learning-sciences-and-educational-design-technologies/" target="_self" title="Learning Sciences and Educational Design Technologies"> Learning Sciences and Educational Design Technologies </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/gender-and-diversity-in-science-and-engineering/alumni-focus-groups/" target="_self" title="Alumni Focus Groups" class="accordion-header c-sitenav__header"> Alumni Focus Groups </a> <button class="accordion-button collapsed c-sitenav__button" type="button" data-bs-toggle="collapse" data-bs-target="#l1-e5-l2-e6-l3-e5" aria-label="Öffne das Untermenü von Alumni Focus Groups" aria-expanded="false" aria-controls="l1-e5-l2-e6-l3-e5" > </button> <div id="l1-e5-l2-e6-l3-e5" class="accordion-collapse collapse c-sitenav__accordion" > <div class="accordion-body c-sitenav__body"> <ul id="menuMainl1-e5-l2-e6-l3-e5" class=" c-sitenav__menu-children" > <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/gender-and-diversity-in-science-and-engineering/alumni-focus-groups/biomedical-humanities/" target="_self" title="Biomedical Humanities"> Biomedical Humanities </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/gender-and-diversity-in-science-and-engineering/alumni-focus-groups/building-bridges-to-promote-gender-inclusivity-in-science/" target="_self" title="Building Bridges to Promote Gender Inclusivity in Science"> Building Bridges to Promote Gender Inclusivity in Science </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/gender-and-diversity-in-science-and-engineering/alumni-focus-groups/diversity-in-information-technology/" target="_self" title="Diversity in Information Technology"> Diversity in Information Technology </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/gender-and-diversity-in-science-and-engineering/alumni-focus-groups/gender-and-diversity-in-science-and-engineering/" target="_self" title="Gender and Diversity in Science and Engineering"> Gender and Diversity in Science and Engineering </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/gender-and-diversity-in-science-and-engineering/alumni-focus-groups/gender-stereotypes-in-organizations/" target="_self" title="Gender Stereotypes in Organizations"> Gender Stereotypes in Organizations </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/gender-and-diversity-in-science-and-engineering/alumni-focus-groups/inclusion-and-diversity-in-physics/" target="_self" title="Inclusion and Diversity in Physics"> Inclusion and Diversity in Physics </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/gender-and-diversity-in-science-and-engineering/alumni-focus-groups/modern-technology-to-support-cognitive-and-mental-health/" target="_self" title="Modern Technology to Support Cognitive and Mental Health"> Modern Technology to Support Cognitive and Mental Health </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/gender-and-diversity-in-science-and-engineering/alumni-focus-groups/preventive-pediatrics/" target="_self" title="Preventive Pediatrics"> Preventive Pediatrics </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/gender-and-diversity-in-science-and-engineering/alumni-focus-groups/removing-institutional-roadblocks-for-inclusion-in-science/" target="_self" title="Removing Institutional Roadblocks for Inclusion in Science"> Removing Institutional Roadblocks for Inclusion in Science </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/gender-and-diversity-in-science-and-engineering/alumni-focus-groups/rethinking-patterns-of-inequity-and-diversity-in-architecture/" target="_self" title="Rethinking Patterns of (In)equity and Diversity in Architecture"> Rethinking Patterns of (In)equity and Diversity in Architecture </a> </li> </ul> </div> </div> </li> </ul> </div> </div> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/health-prevention-care/" target="_self" title="Health, Prevention, Care" class="accordion-header c-sitenav__header"> Health, Prevention, Care </a> <button class="accordion-button collapsed c-sitenav__button" type="button" data-bs-toggle="collapse" data-bs-target="#l1-e5-l2-e7" aria-label="Öffne das Untermenü von Health, Prevention, Care" aria-expanded="false" aria-controls="l1-e5-l2-e7" > </button> <div id="l1-e5-l2-e7" class="accordion-collapse collapse c-sitenav__accordion" > <div class="accordion-body c-sitenav__body"> <ul id="menuMainl1-e5-l2-e7" class=" c-sitenav__menu-children" > <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/health-prevention-care/boundary-situations-and-spiritual-care/" target="_self" title="Boundary Situations and Spiritual Care"> Boundary Situations and Spiritual Care </a> </li> </ul> </div> </div> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/medical-natural-sciences/" target="_self" title="Medical Natural Sciences" class="accordion-header c-sitenav__header"> Medical Natural Sciences </a> <button class="accordion-button collapsed c-sitenav__button" type="button" data-bs-toggle="collapse" data-bs-target="#l1-e5-l2-e8" aria-label="Öffne das Untermenü von Medical Natural Sciences" aria-expanded="false" aria-controls="l1-e5-l2-e8" > </button> <div id="l1-e5-l2-e8" class="accordion-collapse collapse c-sitenav__accordion" > <div class="accordion-body c-sitenav__body"> <ul id="menuMainl1-e5-l2-e8" class=" c-sitenav__menu-children" > <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/medical-natural-sciences/advanced-organoid-technologies-for-mental-health-research/" target="_self" title="Advanced Organoid Technologies for Mental Health Research"> Advanced Organoid Technologies for Mental Health Research </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/medical-natural-sciences/chronobiology-health/" target="_self" title="Chronobiology & Health"> Chronobiology & Health </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/medical-natural-sciences/engineering-cells-for-immune-therapie/" target="_self" title="Engineering Cells for Immune Therapie"> Engineering Cells for Immune Therapie </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/medical-natural-sciences/intestinal-inflammation-anastomotic-healing-and-fibrosis/" target="_self" title="Intestinal inflammation, anastomotic healing and fibrosis"> Intestinal inflammation, anastomotic healing and fibrosis </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/medical-natural-sciences/linking-genomics-with-computational-science/" target="_self" title="Linking genomics with computational science"> Linking genomics with computational science </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/medical-natural-sciences/neurons-and-metabolism/" target="_self" title="Neurons and Metabolism"> Neurons and Metabolism </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/medical-natural-sciences/translational-microbiome-data-integration/" target="_self" title="Translational Microbiome Data Integration"> Translational Microbiome Data Integration </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/medical-natural-sciences/alumni-focus-groups/" target="_self" title="Alumni Focus Groups" class="accordion-header c-sitenav__header"> Alumni Focus Groups </a> <button class="accordion-button collapsed c-sitenav__button" type="button" data-bs-toggle="collapse" data-bs-target="#l1-e5-l2-e8-l3-e7" aria-label="Öffne das Untermenü von Alumni Focus Groups" aria-expanded="false" aria-controls="l1-e5-l2-e8-l3-e7" > </button> <div id="l1-e5-l2-e8-l3-e7" class="accordion-collapse collapse c-sitenav__accordion" > <div class="accordion-body c-sitenav__body"> <ul id="menuMainl1-e5-l2-e8-l3-e7" class=" c-sitenav__menu-children" > <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/medical-natural-sciences/alumni-focus-groups/brain-temperature-control-of-metabolic-diseases/" target="_self" title="Brain-Temperature Control of Metabolic Diseases"> Brain-Temperature Control of Metabolic Diseases </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/medical-natural-sciences/alumni-focus-groups/clinical-cell-processing-and-purification/" target="_self" title="Clinical Cell Processing and Purification"> Clinical Cell Processing and Purification </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/medical-natural-sciences/alumni-focus-groups/early-biomarkers-of-prenatal-stress-felicity/" target="_self" title="Early Biomarkers of Prenatal Stress (FELICITy)"> Early Biomarkers of Prenatal Stress (FELICITy) </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/medical-natural-sciences/alumni-focus-groups/intra-operative-therapy/" target="_self" title="Intra-Operative Therapy"> Intra-Operative Therapy </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/medical-natural-sciences/alumni-focus-groups/micrornas-regulating-diabetes-and-obesity/" target="_self" title="MicroRNAs Regulating Diabetes and Obesity"> MicroRNAs Regulating Diabetes and Obesity </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/medical-natural-sciences/alumni-focus-groups/neuroscience/" target="_self" title="Neuroscience"> Neuroscience </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/medical-natural-sciences/alumni-focus-groups/proteases-in-the-brain/" target="_self" title="Proteases in the Brain"> Proteases in the Brain </a> </li> <li class="accordion-item c-sitenav__item-children"> <a 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href="/ias/research-areas/surface-interface-nano-and-quantum-science/quantum-technologies/" target="_self" title="Quantum Technologies"> Quantum Technologies </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/surface-interface-nano-and-quantum-science/seeing-batteries-from-a-new-perspective/" target="_self" title="Seeing batteries from a new perspective"> Seeing batteries from a new perspective </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/surface-interface-nano-and-quantum-science/sustainable-photocatalysis-using-plasmons-and-2d-materials-susphup2m/" target="_self" title="Sustainable photocatalysis using plasmons and 2D materials (SusPhuP2M)"> Sustainable photocatalysis using plasmons and 2D materials (SusPhuP2M) </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/surface-interface-nano-and-quantum-science/systematically-improvable-modeling-of-electrochemical-processes/" target="_self" title="Systematically Improvable Modeling of Electrochemical Processes"> Systematically Improvable Modeling of Electrochemical Processes </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/surface-interface-nano-and-quantum-science/unprecedented-visualization-of-interfacial-phenomena-and-carrier-dynamics-in-energy-materials/" target="_self" title="Unprecedented visualization of interfacial phenomena and carrier dynamics in energy materials"> Unprecedented visualization of interfacial phenomena and carrier dynamics in energy materials </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/surface-interface-nano-and-quantum-science/alumni-focus-groups/" target="_self" title="Alumni Focus Groups" class="accordion-header c-sitenav__header"> Alumni Focus Groups </a> <button class="accordion-button collapsed c-sitenav__button" type="button" data-bs-toggle="collapse" data-bs-target="#l1-e5-l2-e12-l3-e15" aria-label="Öffne das Untermenü von Alumni Focus Groups" aria-expanded="false" aria-controls="l1-e5-l2-e12-l3-e15" > </button> <div id="l1-e5-l2-e12-l3-e15" class="accordion-collapse collapse c-sitenav__accordion" > <div class="accordion-body c-sitenav__body"> <ul id="menuMainl1-e5-l2-e12-l3-e15" class=" c-sitenav__menu-children" > <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/surface-interface-nano-and-quantum-science/alumni-focus-groups/collective-quantum-dynamics/" target="_self" title="Collective Quantum Dynamics"> Collective Quantum Dynamics </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/surface-interface-nano-and-quantum-science/alumni-focus-groups/computer-simulation-of-charge-transport-in-organic-semiconductors/" target="_self" title="Computer Simulation of 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Materials </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/surface-interface-nano-and-quantum-science/alumni-focus-groups/nanoscience-for-renewable-energy-sources/" target="_self" title="Nanoscience for Renewable Energy Sources"> Nanoscience for Renewable Energy Sources </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/surface-interface-nano-and-quantum-science/alumni-focus-groups/nonequilibrium-statistical-mechanics-at-the-nanoscale/" target="_self" title="Nonequilibrium Statistical Mechanics at the Nanoscale"> Nonequilibrium Statistical Mechanics at the Nanoscale </a> </li> <li class="accordion-item c-sitenav__item-children"> <a href="/ias/research-areas/surface-interface-nano-and-quantum-science/alumni-focus-groups/quantum-electronics-and-computer-engineering/" target="_self" title="Quantum Electronics and Computer Engineering"> Quantum Electronics and Computer Engineering </a> </li> <li 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title="Urban greenhouse gas and air quality monitoring" class="c-breadcrumb__link"> Urban greenhouse gas and air quality monitoring </a> </li> </ol> </nav> <div id="content" class="c-main"> <div id="c11720" class="frame frame-type-textmedia frame-layout-0"> <h1> Urban greenhouse gas and air quality monitoring </h1> <p class="intro">Our research tackles two of today’s most urgent challenges: climate change and air pollution. My group and I have not only developed new types of sensors, but also carried out research on interdisciplinary issues, including the development of novel mathematical methods and atmospheric models. We have initiated two pilot projects, unique in the world, to quantify urban greenhouse gas emissions and air quality.</p> </div> <div id="c11719" class="frame frame-type-textmedia frame-layout-0 frame-space-before-small frame-space-after-small"> <div class="ce-textpic ce-left ce-intext ce-nowrap" > <div class="ce-gallery " data-ce-columns="1" data-ce-images="1" > <figure class="image"> <picture><img class="image-embed-item" loading="lazy" src="/fileadmin/_processed_/8/f/csm__Vorlage_Fllows_800px_c908351f54.webp" width="160" height="160" alt="" /></picture> <figcaption class="image-caption">Prof. Jia Chen </figcaption> </figure> </div> <div class="ce-bodytext"> <h3><a href="https://www.ias.tum.de/ias/research-areas/environmental-and-earth-sciences-building-technology/alumni-focus-groups/environmental-sensing-and-modeling/" target="_top" class="internal-link">Focus Group Environmental Sensing and Modeling</a></h3> <p><strong><a href="/ias/chen-jia/" class="internal-link">Prof. Jia Chen</a></strong> (TUM), Alumna Rudolf Mößbauer Tenure Track Assistant Professor | <br> <strong>Dr. Shrutilipi Bhattacharjee</strong> (TUM), Postdoctoral Researcher | <strong>Florian Dietrich, Xinxu Zhao</strong> (TUM), Doctoral Candidates</p> </div> </div> </div> <div id="c11718" class="frame frame-type-textmedia frame-layout-0"> <h3> Worldwide unique greenhouse gas network </h3> <p>In 2019, my group established a fully automated long-term sensor network in Munich to measure CO2, CH4, and CO [1], which is based on the differential column measurement (DCM) principle that I developed [2]. The network consists of five solar-tracking Fourier transform infrared (FTIR) spectrometers integrated into our patented automated enclosure systems [3]. The configuration of the network is depicted in Figure 1. Four stations are located on the outskirts of the city to capture the inflow / outflow column concentrations in arbitrary wind conditions. One inner-city station serves as a permanent downwind site for half of the city.</p> </div> <div id="c11717" class="frame frame-type-textmedia frame-layout-0"> <p>The fully autonomous DCM sensor network in Munich is the first of its kind and unique worldwide. With this network, my group monitors the long-term greenhouse gas trends in Munich and traces unknown emission sources with unprecedented accuracy [4]. We are currently developing an extension to the sensor system that will measure NO2 and O3 in the future. Our automated enclosure systems are deployed not only in Munich, but also in places at extreme latitudes, and with difficult access and demanding climatic conditions, e.g., in Finland, north of the polar circle, and in Uganda at the equator [5]. The system in Uganda provides the first ground-based observations of greenhouse gas columns over East Africa, thus enabling the study of wetland emissions, which account for a third of global methane growth. The modeling approaches we developed have also been used to assess emissions in other cities in the world [6].</p> </div> <div id="c11716" class="frame frame-type-textmedia frame-layout-0"> <h3> Figure 1 </h3> <div class="ce-textpic ce-left ce-above" > <div class="ce-gallery js-colorbox ce-gallery-full" data-ce-columns="1" data-ce-images="1" > <figure class="image"> <a href="/fileadmin/w00bub/www/Annual_Reports/2021/05_Scientific_Reports/people/Chen__Jia.jpg" data-fancybox="gallery11716" data-media="(max-width: 520px);(max-width: 767px);(max-width: 1199px);(max-width: 1399px);(min-width: 1400px)" data-sources="/fileadmin/_processed_/4/5/csm_Chen__Jia_802fd01025.jpg; /fileadmin/_processed_/4/5/csm_Chen__Jia_ef5e22dcf2.jpg; /fileadmin/_processed_/4/5/csm_Chen__Jia_c3a9a0fc7a.jpg; /fileadmin/_processed_/4/5/csm_Chen__Jia_4c0198fee3.jpg; /fileadmin/_processed_/4/5/csm_Chen__Jia_4c613d3657.jpg " data-caption="Figure 1, Illustration of the Sensornetwork MUCCnet including satellite measurements, air quality sensor network, and emission inventory." aria-label="Figure 1 Gallerie öffnen" class="ti ti-link-zoom"> <picture><source media="(min-width: 1400px)" srcset="/fileadmin/_processed_/4/5/csm_Chen__Jia_4e68adfb76.webp" type="image/webp"><source srcset="/fileadmin/_processed_/4/5/csm_Chen__Jia_2eec9eefe2.webp 869w, /fileadmin/_processed_/4/5/csm_Chen__Jia_6a94e33216.webp 575w, /fileadmin/_processed_/4/5/csm_Chen__Jia_08ef76702c.webp 656w, /fileadmin/_processed_/4/5/csm_Chen__Jia_ff880f50ea.webp 481w " sizes=" (min-width: 1200px) 869px, (min-width: 768px) 575px, calc(100vw - 24px)" type="image/webp"><img class="image-embed-item" loading="lazy" src="/fileadmin/_processed_/4/5/csm_Chen__Jia_464770a4dd.webp" width="936" height="612" alt="" /></picture> </a> <figcaption class="image-caption">Figure 1, Illustration of the Sensornetwork MUCCnet including satellite measurements, air quality sensor network, and emission inventory.</figcaption> </figure> </div> </div> </div> <div id="c11715" class="frame frame-type-div frame-layout-0 frame-space-after-small"> <hr class="ce-div" /> </div> <div id="c11714" class="frame frame-type-textmedia frame-layout-0"> <h3> A new concept for assessing urban air quality </h3> <p>To assess the human exposure to air pollutants and define the best mitigation strategies for NOx and PM, we need to gain a better understanding of their spatial distributions at the neighborhood level. The very limited spatial coverage of the present governmental stations, however, prevents us from achieving this goal. Further, the governmental stations do not necessarily capture the street level pollutant exposure, as their inlets are positioned 4 m above the ground. Our in situ mobile measurements reveal a discrepancy of 48 % between the governmental stations and the spatially averaged street-level data in their vicinity [7]. My group is currently setting up an autonomous NOx, PM, CO and O3 network in Munich, consisting of 50 stand-alone sensor systems. My group developed these systems, which are characterized by very low power consumption, an IoT (Internet of Things) communication interface, and a compact and lightweight design. The sensor network will provide air quality measurement data with a high spatial (every 200 m) and temporal (1 min) resolution. To ensure data quality, these sensors will be automatically calibrated twice a week, using high-precision mobile reference sensors. The calibration process will be supported by machine learning algorithms to compensate for cross-sensitivity, drift, and aging effects.</p> </div> <div id="c11713" class="frame frame-type-textmedia frame-layout-0"> <h3> New ERC Proof of Concept grant awarded to Michael Bronstein in 2020 </h3> <p>Michael Bronstein was awarded the ERC Proof of Concept grant Hyperfoods, to explore the commercial application of graph-based deep learning methods for discovering drug-like molecules in food ingredients. The project, based on previous research of Michael Bronstein on drug repositioning, took a tasty twist through collaboration with the renowned Italian chef Bruno Barbieri, who prepared a series of recipes based on ingredients the team identified. Following an ERC Starting Grant, an ERC Consolidator Grant, and two ERC Proof of Concept Grants, Hyperfoods is Michael Bronstein's fifth grant from the European Research Council.</p> </div> <div id="c11712" class="frame frame-type-textmedia frame-layout-0"> <h3> Application of satellite data </h3> <p>I am a member of the NASA OCO satellite science team and use this one-of-a-kind dataset of global CO2 concentration and SIF (solar induced fluorescence) to study important questions relating to CO2 emissions. For example, we were able to reveal that CO2 emissions from the Nile Delta are about 1 % of the global anthropogenic emissions, which is significantly more than previously assumed [8].  </p> <p>Apart from identifying greenhouse gas sources worldwide, we are also interested in how climate change affects the behavior of carbon sinks [9]. We also employ the data of the European Sentinel-2 satellite in our studies: With the help of a neural network, this data was used to quantify the distribution of the invasive eucalyptus population in Portugal [10].</p> <p>Moreover, we pursue innovative approaches to data fusion, which are of vital importance in analyzing satellite data. My group developed the Semantic Kriging method, which creates new possibilities for spatial interpolation of measurement data [11].</p> </div> <div id="c11711" class="frame frame-type-textmedia frame-layout-0 frame-space-after-extra-small"> <h3> Figure 2 </h3> <div class="ce-textpic ce-center ce-above" > <div class="ce-gallery js-colorbox ce-gallery-full" data-ce-columns="1" data-ce-images="1" > <div class="ce-outer"> <div class="ce-inner"> <figure class="image"> <a href="/fileadmin/w00bub/www/Annual_Reports/2021/05_Scientific_Reports/people/1600239-1_01.jpg" data-fancybox="gallery11711" data-media="(max-width: 520px);(max-width: 767px);(max-width: 1199px);(max-width: 1399px);(min-width: 1400px)" data-sources="/fileadmin/_processed_/4/f/csm_1600239-1_01_696e062d02.jpg; /fileadmin/_processed_/4/f/csm_1600239-1_01_3873aef2f7.jpg; /fileadmin/w00bub/www/Annual_Reports/2021/05_Scientific_Reports/people/1600239-1_01.jpg; /fileadmin/w00bub/www/Annual_Reports/2021/05_Scientific_Reports/people/1600239-1_01.jpg; /fileadmin/w00bub/www/Annual_Reports/2021/05_Scientific_Reports/people/1600239-1_01.jpg " data-caption="" aria-label="Figure 2 Gallerie öffnen" class="ti ti-link-zoom"> <picture><source media="(min-width: 1400px)" srcset="/fileadmin/_processed_/4/f/csm_1600239-1_01_86973116c1.webp" type="image/webp"><source srcset=" /fileadmin/_processed_/4/f/csm_1600239-1_01_466ba5ebfd.webp 575w, /fileadmin/_processed_/4/f/csm_1600239-1_01_3db1217ca0.webp 656w, /fileadmin/_processed_/4/f/csm_1600239-1_01_a5c6c95516.webp 481w " sizes=" (min-width: 1200px) 869px, (min-width: 768px) 575px, calc(100vw - 24px)" type="image/webp"><img class="image-embed-item" loading="lazy" src="/fileadmin/_processed_/4/f/csm_1600239-1_01_c79fc14590.webp" width="721" height="541" alt="" /></picture> </a> </figure> </div> </div> </div> </div> </div> <div id="c11710" class="frame frame-type-div frame-layout-0 frame-space-after-small"> <hr class="ce-div" /> </div> <div id="c11708" class="frame frame-type-textmedia frame-layout-0"> <p class="small"><strong>[1]</strong><br> Dietrich et al. (2021).</p> <p class="small"><strong>[2]</strong><br> Chen et al. (2016).</p> <p class="small"><strong>[3]</strong><br> Heinle, L. & Chen, J. Automated Enclosure and Protection System for Compact Solar-Tracking Spectrometers. Atmos. Meas. Tech. 11, 2173–2185 (2018), <a href="https://doi.org/10.5194/amt-11-2173-2018" target="_top">https://doi.org/10.5194/amt-11-2173-2018</a>. </p> <p class="small"><strong>[4]</strong><br> Chen et al. (2020); Toja-Silva, F., Chen, J., Hachinger, S., Hase, F. CFD simulation of CO2 dispersion from urban thermal power plant: Analysis of turbulent Schmidt number and comparison with Gaussian plume model and measurements. Journal of Wind Engineering and Industrial Aerodynamics 169, 177–193 (2017). <a href="https://doi.org/10.1016/j.jweia.2017.07.015" target="_top">https://doi.org/10.1016/j.jweia.2017.07.015</a>. </p> <p class="small"><strong>[5]</strong><br> Dietrich et al. (2021).</p> <p class="small"><strong>[6]</strong><br> Jones, T. S., Franklin, J. E., Chen, J., Dietrich, F., Hajny, K. D., Paetzold, J. C., Wenzel, A., Gately, C., Gottlieb, E., Parker, H., Dubey, M., Hase, F., Shepson, P. B., Mielke, L. H. & Wofsy, S. C. Assessing urban methane emissions using column-observing portable Fourier transform infrared (FTIR) spectrometers and a novel Bayesian inversion framework. Atmos. Chem. Phys. 21, 13131–13147 (2021), https://doi.org/10.5194/acp-21-13131-2021; Zhao, X., Marshall, J., Hachinger, S., Gerbig, C., Frey, M., Hase, F. & Chen, J. Analysis of total column CO2 and CH4 measurements in Berlin with WRF-GHG. Atmos. Chem. Phys. 19, 11279–11302 (2019), <a href="https://doi.org/10.5194/acp-19-11279-2019" target="_top">https://doi.org/10.5194/acp-19-11279-2019</a>. </p> <p class="small"><strong>[7]</strong><br> Zhu, Y., Chen, J., Bi, X., Kuhlmann, G., Chan, K. L., Dietrich, F., Brunner, D., Ye, S. & Wenig, M. Spatial and temporal representativeness of point measurements for nitrogen dioxide pollution levels in cities. Atmos. Chem. Phys. 20, 13241–13251 (2020), <a href="https://doi.org/10.5194/acp-20-13241-2020" target="_top">https://doi.org/10.5194/acp-20-13241-2020</a>. </p> <p class="small"><strong>[8]</strong><br> Shekhar, A., Chen, J., Bhattacharjee, S., Buras, A., Castro, A.O., Zang, C.S., Rammig, A. Capturing the Impact of the 2018 European Drought and Heat across Different Vegetation Types Using OCO-2 Solar-Induced Fluorescence. Remote Sensing 12, 3249 (2020a), <a href="https://doi.org/10.3390/rs12193249" target="_top">https://doi.org/10.3390/rs12193249</a>. </p> <p class="small"><strong>[9]</strong><br> Shekar, A. et al. (2020b); Castro, A. O., Chen, J., Zang, C. S., Shekhar, A., Jimenez, J. C., Bhattacharjee, S., Kindu, M., Morales, V. H., Rammig, A. OCO-2 Solar-Induced Chlorophyll Fluorescence Variability across Ecoregions of the Amazon Basin and the Extreme Drought Effects of El Niño (2015–2016). Remote Sensing 12, 1202 (2020), <a href="https://doi.org/10.3390/rs12071202" target="_top">https://doi.org/10.3390/rs12071202</a>. </p> <p class="small"><strong>[10]</strong><br> Forstmaier, A., Shekhar, A. & Chen, J. Mapping of Eucalyptus in Natura 2000 Areas Using Sentinel 2 Imagery and Artificial Neural Networks. Remote Sensing 12, 2176 (2020), <a href="https://doi.org/10.3390/rs12142176" target="_top">https://doi.org/10.3390/rs12142176</a>. </p> <p class="small"><strong>[11]</strong><br> Bhattarcharjee, S. & Chen, J. (2020).</p> </div> <div id="c11707" class="frame frame-type-div frame-layout-0"> <hr class="ce-div" /> </div> <div id="c11706" class="frame frame-type-textmedia frame-layout-0"> <h2> Selected publications </h2> <ul> <li>Chen, J., Viatte, C., Hedelius, J. K., Jones, T., Franklin, J. E., Parker, H., Gottlieb, E. W., Wennberg, P. O., Dubey, M. K., and Wofsy, S. C. Differential column measurements using compact solar-tracking spectrometers. Atmos. Chem. Phys. 16, 8479–8498 (2016), <a href="https://doi.org/10.5194/acp-16-8479-2016" target="_blank" class="external-link" rel="noreferrer">https://doi.org/10.5194/acp-16-8479-2016</a>.</li> <li>Chen, J., Dietrich, F., Maazallahi, H., Forstmaier, A., Winkler, D., Hofmann, M. E. G., Denier van der Gon, H., and R.ckmann, T. Methane emissions from the Munich Oktoberfest. Atmos. Chem. Phys. 20, 3683–3696 (2020), <a href="https://doi.org/10.5194/acp-20-3683-2020" target="_blank" class="external-link" rel="noreferrer">https://doi.org/10.5194/acp-20-3683-2020</a>.</li> <li>Bhattacharjee, S. & Chen, J. Prediction of Satellite-Based Column CO₂ Concentration by Combining Emission Inventory and LULC Information. IEEE Transactions on Geoscience and Remote Sensing 58, 8285–8300 (2020), <a href="https://doi.org/10.1109/TGRS.2020.2985047" target="_blank" class="external-link" rel="noreferrer">https://doi.org/10.1109/TGRS.2020.2985047</a>.</li> <li>Dietrich, F., Chen, J., Voggenreiter, B., Aigner, P., Nachtigall, N., and Reger, B. MUCCnet: Munich Urban Carbon Column network. Atmos. Meas. Tech. 14, 1111–1126 (2021), <a href="https://doi.org/10.5194/amt-14-1111-2021" target="_top">doi.org/10.5194/amt-14-1111-2021</a>.</li> <li>Shekhar, A., Chen, J., Paetzold, J. C., Dietrich, F., Zhao, X., Bhattacharjee, S., Ruisinger, V., Wofsy, S. C. Anthropogenic CO2 emissions assessment of Nile Delta using XCO2 and SIF data from OCO-2 satellite. Environ. Res. Lett. 15, 095010 (2020b), <a href="https://doi.org/10.1088/1748-9326/ab9cfe" target="_blank" class="external-link" rel="noreferrer">https://doi.org/10.1088/1748-9326/ab9cfe</a>.</li> </ul><p><strong>Full list of publications</strong></p> </div> </div> <div class="c-link-to-top js-link-to-top"> <a href="#topbar" title="nach oben springen"> To top </a> </div> </div> <div class="col-md-3 col-xl-2 c-content-area__aside js-link-checker"> <div id="sidebar" class="sidebar"> <aside class="c-aside"> <div id="c1" class="frame frame-type-textmedia frame-layout-0"> <h4><strong>Institute for </strong><br><strong>Advanced Study</strong><br> </h4> <p>Lichtenbergstraße 2 a<br>85748 Garching</p> <p>Tel +49.89.289.10550</p> <p><a href="/ias/contact-directions/" class="internal-link">Contact & Directions</a></p> <p><strong>Follow us on X / Twitter:</strong> <a href="https://twitter.com/ias_tum" target="_top" class="external-link"><strong>@ias_tum</strong></a></p> </div> <div id="c1563" class="frame 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