Deliverables Documents, reports (13) Energy budget simulations report A summary on the approaches developed in WP4 and documentation of the DART-based bottom-up approach for modeling the 3D urban energy budget and of the database containing the EO-derived 3D radiation balance Q*. EO-based method for QF determination and product documentation Report on the determination of QF from satellite data, consideration of the spatial characteristics and evaluation of the method. Documentation of the database that includes all (satellite and non-satellite) derived QF products. Participatory methodology for stakeholder involvement Report on the methodology for CoP development. Urban surface analysis and LCZ mapping documentation Report on the EO-based methods and results of the WP3. 1st Demonstration Event Proceedings Proceedings of the 1st umbrella CoP meeting in the framework of which the 1st URBANFLUXES demonstration event will be performed. Spatial assessment of ΔQs Report on the development of ESTM for spatial assessment of ΔQs using EO, GIS-data and in-situ measurements. Summary of users knowledge operational requirements Report on users knowledge, operational needs and sustainable planning requirements as capture by CoPs. The requirements of scientific community will be also included. Users feedback report Report on users (scientific community included) feedback on URBANFLUXES method and products, as captured by the second umbrella CoP. ΔQs evaluation and documentation Assessment and evaluation of ΔQs using ESTM in comparison with OHM and other methods. Documentation of the database that includes all derived ΔQs products for all case studies. Validation, uncertainty analysis and documentation of EO-derived QH and QE fluxes Report on cross-checking QH and QE fluxes with independent methods and measurements and documentation of the database of the final QH and QE products. This is the main product of WP6 which will be delivered to WP7 for further processing. Data Management Plan It will outline how data will be handled during and after the project, how this data will be shared and made openly accessible and how it will be curated and preserved. A first version of D.1.4 will be provided in M6, a second version in M18 and a final version in M36. 2nd Demonstration Event Proceedings Proceedings of the 2nd umbrella CoP meeting in the framework of which the 1st URBANFLUXES demonstration event will be performed, including gguidelines on the use of QF products time series. Assessment of QF via non remote sensing approaches Report on the assessment of QF via non-remote sensing approached. Websites, patent fillings, videos etc. (3) URBANFLUXES Published material Scientific papers, review articles, newsletters, and leaflets. They will be published periodically starting from M6. Two short films on URBANFLUXES Films providing easily accessible information on the project goals and outcomes. URBANFLUXES Web-site The project Web-site. It will be the main detailed information source Other (10) Case studies measurements Database containing all in-situ measurement performed at all case study areas during the project’s lifecycle. This data also will be made available at the URBANFLUXES data repository. QF and rest UEB time series products Final QF and rest UEB time series products. Pixel based QH and QE fluxes The first version of the turbulent heat fluxes estimation. Sentinels data collection Collection of Sentinel 1, 2 and 3 data, or generation of simulated Sentinel data (in case of Sentinels launch delay) and synergistic products. Demonstration App Development of an app to present QF hotspots in URBANFLUXES case studies and compare it with temperature hot spots. Adaptation to Sentinels methodology and evaluation report Methodology adaptation for Sentinels synergy and framework for an operational application. Urban surface morphology land cover/use and characteristics Database of local scale maps of the urban surface morphology and characteristics for the three case study cities. Preliminary LCZ classification Database containing preliminary LCZ maps. Final LCZ classification Database containing final LCZ maps for the three study cities. Multidimensional normalization functions Multidimensional normalization functions FLCZ of directional reflectance and brightness temperature, for any sun direction Ωsun and LCZ. Demonstrators, pilots, prototypes (1) UEB fluxes products for demonstration Database with examples of Sentinel derived UEB fluxes products for use at the 2nd demonstration event. Publications Peer reviewed articles (11) CO2 emission estimation in the urban environment: Measurement of the CO2 storage term Author(s): A.B. Bjorkegren, C.S.B. Grimmond, S. Kotthaus, B.D. Malamud Published in: Atmospheric Environment, Issue 122, 2015, Page(s) 775-790, ISSN 1352-2310 Publisher: Elsevier BV DOI: 10.1016/j.atmosenv.2015.10.012 Influence of ground surface characteristics on the mean radiant temperature in urban areas Author(s): Fredrik Lindberg, Shiho Onomura, C. S. B. Grimmond Published in: International Journal of Biometeorology, Issue 60/9, 2016, Page(s) 1439-1452, ISSN 0020-7128 Publisher: Springer Verlag DOI: 10.1007/s00484-016-1135-x Surface Urban Energy and Water Balance Scheme (SUEWS): Development and evaluation at two UK sites Author(s): H.C. Ward, S. Kotthaus, L. Järvi, C.S.B. Grimmond Published in: Urban Climate, Issue 18, 2016, Page(s) 1-32, ISSN 2212-0955 Publisher: Elsevier BV DOI: 10.1016/j.uclim.2016.05.001 Spatial and temporal patterns of surface-atmosphere energy exchange in a dense urban environment using scintillometry Author(s): B. Crawford, C. S. B. Grimmond, H. C. Ward, W. Morrison, S. Kotthaus Published in: Quarterly Journal of the Royal Meteorological Society, Issue 143/703, 2017, Page(s) 817-833, ISSN 0035-9009 Publisher: Royal Meteorological Society DOI: 10.1002/qj.2967 DART: Recent Advances in Remote Sensing Data Modeling With Atmosphere, Polarization, and Chlorophyll Fluorescence Author(s): Jean-Philippe Gastellu-Etchegorry, Nicolas Lauret, Tiangang Yin, Lucas Landier, Abdelaziz Kallel, Zbynek Malenovsky, Ahmad Al Bitar, Josselin Aval, Sahar Benhmida, Jianbo Qi, Ghania Medjdoub, Jordan Guilleux, Eric Chavanon, Bruce Cook, Douglas Morton, Nektarios Chrysoulakis, Zina Mitraka Published in: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Issue 10/6, 2017, Page(s) 2640-2649, ISSN 1939-1404 Publisher: Institute of Electrical and Electronics Engineers DOI: 10.1109/JSTARS.2017.2685528 Erratum to: Evaluation of Urban Local-Scale Aerodynamic Parameters: Implications for the Vertical Profile of Wind Speed and for Source Areas Author(s): Christoph W. Kent, Sue Grimmond, Janet Barlow, David Gatey, Simone Kotthaus, Fredrik Lindberg, Christos H. Halios Published in: Boundary-Layer Meteorology, Issue 164/2, 2017, Page(s) 215-215, ISSN 0006-8314 Publisher: Kluwer Academic Publishers DOI: 10.1007/s10546-017-0267-9 Aerodynamic roughness parameters in cities: Inclusion of vegetation Author(s): Christoph W. Kent, Sue Grimmond, David Gatey Published in: Journal of Wind Engineering and Industrial Aerodynamics, Issue 169, 2017, Page(s) 168-176, ISSN 0167-6105 Publisher: Elsevier BV DOI: 10.1016/j.jweia.2017.07.016 Multiple Regression Analysis for Unmixing of Surface Temperature Data in an Urban Environment Author(s): A. Wicki, E. Parlow Published in: Remote Sensing, Issue 9/12, 2017, Page(s) 684, ISSN 2072-4292 Publisher: Multidisciplinary Digital Publishing Institute (MDPI) DOI: 10.3390/rs9070684 Attribution of local climate zones using a multitemporal land use/land cover classification scheme Author(s): Andreas Wicki, Eberhard Parlow Published in: Journal of Applied Remote Sensing, Issue 11/2, 2017, Page(s) 026001, ISSN 1931-3195 Publisher: Society of Photo-Optical Instrumentation Engineers DOI: 10.1117/1.JRS.11.026001 Urban Multi-scale Environmental Predictor (UMEP): An integrated tool for city-based climate services Author(s): Fredrik Lindberg, C.S.B. Grimmond, Andrew Gabey, Bei Huang, Christoph W. Kent, Ting Sun, Natalie E. Theeuwes, Leena Järvi, Helen C. Ward, I. Capel-Timms, Yuanyong Chang, Per Jonsson, Niklas Krave, Dongwei Liu, D. Meyer, K. Frans G. Olofson, Jianguo Tan, Dag Wästberg, Lingbo Xue, Zhe Zhang Published in: Environmental Modelling & Software, Issue 99, 2018, Page(s) 70-87, ISSN 1364-8152 Publisher: Elsevier BV DOI: 10.1016/j.envsoft.2017.09.020 Sunlit fractions on urban facets – Impact of spatial resolution and approach Author(s): Fredrik Lindberg, C.S.B. Grimmond, Alberto Martilli Published in: Urban Climate, Issue 12, 2015, Page(s) 65-84, ISSN 2212-0955 Publisher: Elsevier BV DOI: 10.1016/j.uclim.2014.11.006 Conference proceedings (19) Urban Energy Budget estimation from Sentinels: The URBANFLUXES project Author(s): N. Chrysoulakis,W. Heldens,J.P. Gastellu-Etchegorry,S. Grimmond,C. Feigenwinter,F. Lindberg,F.D. Frate,J. Klostermann,Z. Mitraka,T. Esch,A. Albitar, A. Gabey,E. Parlow,F. Olofson Published in: ESA Living Planet Symposium, 2016 Publisher: ESA Anthropogenic Heat Flux Estimation from Space: The URBANFLUXES Project Author(s): N. Chrysoulakis,C. Feigenwinter,A. Al Bitar,T. Esch, Del Frate, Fabio,A. Gabey,J.-P. Gastellu-Etchegorry,S. Grimmond,W. Heldens,J. Klostermann,F. Lindberg,Z. Mitraka,F. Olofson,E. Parlow Published in: AMS 22nd Symposium on Boundary Layers and Turbulence, 2016 Publisher: Proceedings A novel approach for anthropogenic heat flux estimation from space Author(s): N.Chrysoulakis,W. Heldens,J.P. Gastellu-Etchegorry,S. Grimmond,C. Feigenwinter,F. Lindberg,F.D. Frate,J. Klostermann,Z. Mitraka,T. Esch,A. Albitar, A. Gabey,E. Parlow,F. Olofson Published in: International Geoscience and Remote Sensing Symposium, 2016, Page(s) 6774–6777, ISBN 978-1-5090-3332-4 Publisher: IEEE Modeling parameters and remote sensing acquisition of urban canopies Author(s): Landier L, Al Bitar A, Gregoire T, Lauret N, Yin T, Gastellu-Etchegorry JP, Aubert S, Mitraka Z, Chrysoulakis N, Feigenwinter , Parlow E, Heldens W, KC, Lindberg F Published in: 9th International Conference on Urban Climate (ICUC9), 20-24 July, Toulouse, France, 2015 Publisher: Proccedings Urban Anthropogenic heat flux estimation from space: first results Author(s): N. Chrysoulakis, W. Heldens, J.-P. Gastellu-Etchegorry, S. Grimmond, C. Feigenwinter, F. Lindberg, F. Del Frate,J. Klostermann,Z. Mitraka,T. Esch, A. Al Bitar,A. Gabey,E. Parlow, F. Olofson Published in: Proceedings of the 36th EARSEL Symposium, 2016 Publisher: Proceedings Anthropogenic heat flux estimation from space: first results Author(s): N. Chrysoulakis, M. Marconcini, J.-P. Gastellu-Etchegorry, C.S.B. Grimmond, C. Feigenwinter, F. Lindberg, F. Del Frate, J. Klostermann, Z. Mitraka, T. Esch, L. Landier, A. Gabey,E. Parlow,F. Olofson Published in: EGU General Assembly, 2016 Publisher: EGU Anthropogenic heat flux estimation from space: results of the first phase of the URBANFLUXES project Author(s): N. Chrysoulakis, M. Marconcini, J.-P. Gastellu-Etchegorry, C.S.B. Grimmond, C. Feigenwinter, F. Lindberg, F. Del Frate, J. Klostermann, Z. Mitraka, T. Esch, L. Landier, A. Gabey,E. Parlow,F. Olofson Published in: Proc. SPIE 10008, 2016 Publisher: SPIE 3D modeling of radiative transfer and energy balance in urban canopies combined to remote sensing acquisitions, Author(s): L. Landier, A. Al Bitar, N. Lauret,J.P. Gastellu-Etchegorry, S. Aubert, Z.Mitraka, C. Feigenwinter, E. Parlow, W. Heldens, S. Kotthaus, S. Grimmond, F. Lindberg ,N. Chrysoulakis Published in: IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2016, ISBN 978-1-5090-3332-4 Publisher: IEEE Calibration of DART Radiative Transfer Model with Satellite Images for Simulating Albedo and Thermal Irradiance Images and 3D Radiative Budget of Urban Environment Author(s): L. Landier,N. Lauret,J.-P. Gastellu-Etchegorry, A. Al Bitar, Z. Mitraka, C. Feigenwinter, E. Parlow, W. Heldens, S. Kotthaus, S. Grimmond, F. Lindberg, N. Chrysoulakis Published in: 36th EARSeL Symposium, 2016, Page(s) 120-121 Publisher: EARSeL ANthropogenic heat FLUX estimation from Space Author(s): Nektarios Chrysoulakis, Mattia Marconcini, Jean-Philippe Gastellu-Etchegorry, C.S.B Grimmong, Christian Feigenwinter, Fredrik Lindberg, Fabio Del Frate, Judith Klostermann, Zina Mi, Thomas Esch, Lucas Landier, Andy Gabey, Eberhard Parlow, Frans Olofson Published in: 2017 Joint Urban Remote Sensing Event (JURSE), 2017, Page(s) 1-4, ISBN 978-1-5090-5808-2 Publisher: IEEE DOI: 10.1109/JURSE.2017.7924591 Spatial distribution of sensible and latent heat flux in the URBANFLUXES case study city Basel (Switzerland) Author(s): Christian Feigenwinter, Eberhard Parlow, Roland Vogt, Michael Schmutz, Nektarios Chrysoulakis, Fredrik Lindberg, Mattia Marconcini, Fabio del Frate Published in: 2017 Joint Urban Remote Sensing Event (JURSE), 2017, Page(s) 1-4, ISBN 978-1-5090-5808-2 Publisher: IEEE DOI: 10.1109/JURSE.2017.7924594 EO-based products in support of urban heat fluxes estimation Author(s): Mattia Marconcini, Wieke Heldens, Fabio Del Frate, Daniele Latini, Zina Mitraka, Fredrik Lindberg Published in: 2017 Joint Urban Remote Sensing Event (JURSE), 2017, Page(s) 1-4, ISBN 978-1-5090-5808-2 Publisher: IEEE DOI: 10.1109/JURSE.2017.7924592 A novel approach for anthropogenic heat flux estimation from space Author(s): Chrysoulakis, N Esch, T Grimmond, C S B Parlow, E Lindberg, F Frate, Del Klostermann, J Mitraka, Z Heldens, W Albitar, A Feigenwinter, C Published in: 9th International Conference on Urban Climate (ICUC9), 20-24 July, Toulouse, France, 2015 Publisher: Proceedings Urban Energy Budget Estimation from Sentinels: The URBANFLUXES Project Author(s): Chrysoulakis, Nektarios Heldens, Wieke Gastellu-Etchegorry, Jean-Philippe Grimmond, Sue Feigenwinter, Christian Lindberg, Fredrik Del Frate, Fabio Klostermann, Judith Mitraka, Zina Esch, Thomas Al Bitar, Ahmad Gabey, Andrew Parlow, Eberhard Olofson, Frans Published in: Mapping Urban Areas from Space Conference, Frascati, Italy, 4-5 November, 2015 Publisher: ESA Earth Observation for Urban Climate: Mapping the Local Climate Zones Author(s): Mitraka, Zina Chrysoulakis, Nektarios Heldens, Wieke Feigenwinter, Christian Lindberg, Fredrik Grimmond, Sue Del Frate, Fabio Gastellu-Etchegorry, Jean Philippe Published in: Mapping Urban Areas from Space Conference, Frascati, Italy, 4-5 November, 2015 Publisher: ESA A novel approach for anthropogenic heat flux estimation from space Author(s): Chrysoulakis, N. Esch, T. Gastellu-Etchegorry, J.P. Grimmond, C.S.B. Parlow, E. Lindberg, F. Frate, F. Del Klostermann, J. Mitraka, Z. Published in: 36th International Symposium on remote Sensing of Environment (ISRSE), 11-15 May, Berlin, Germany, 2015 Publisher: Proceedings Mapping urban surface characteristics for urban energy flux modelling Author(s): Heldens, Wieke Del Frate, Fabio Lindberg, Fredrik Mitraka, Zina Latini, Daniele Chrysoulakis, Nektarios Esch, Thomas Published in: Mapping Urban Areas from Space Conference, Frascati, Italy, 4-5 November, 2015 Publisher: ESA Exploiting Earth Observation data products for mapping Local Climate Zones Author(s): Zina Mitraka, Fabio Del Frate, Nektarios Chrysoulakis, Jean-Philippe Gastellu-Etchegorry Published in: 2015 Joint Urban Remote Sensing Event (JURSE), 2015, Page(s) 1-4, ISBN 978-1-4799-6652-3 Publisher: IEEE DOI: 10.1109/JURSE.2015.7120456 Exploiting Earth Observation data products for mapping Local Climate Zones Author(s): Mitraka, Zina Chrysoulakis, Nektarios Gastellu-Etchegorry, Jean-Philippe Del Frate, Fabio Chrysoulakis, Nektarios Published in: 9th International Conference on Urban Climate (ICUC9), 20-24 July, Toulouse, France, 2015 Publisher: Proceedings Book chapters (1) Urban Climate Mitigation Techniques Author(s): N. Chrysoulakis,C.S.B. Grimmond Published in: 2016, ISBN 9780-415712132 Publisher: Routledge Non-peer reviewed articles (2) Recommendations for processing atmospheric attenuated backscatter profiles from Vaisala CL31 ceilometers Author(s): Simone Kotthaus, Ewan O'Connor, Christoph Münkel, Cristina Charlton-Perez, Martial Haeffelin, Andrew M. Gabey, C. Sue B. Grimmond Published in: Atmospheric Measurement Techniques, Issue 9/8, 2016, Page(s) 3769-3791, ISSN 1867-8548 Publisher: Copernicus Publications DOI: 10.5194/amt-9-3769-2016 The Analytical Objective Hysteresis Model (AnOHM v1.0): methodology to determine bulk storage heat flux coefficients Author(s): Ting Sun, Zhi-Hua Wang, Walter C. Oechel, Sue Grimmond Published in: Geoscientific Model Development, Issue 10/7, 2017, Page(s) 2875-2890, ISSN 1991-9603 Publisher: EGU DOI: 10.5194/gmd-10-2875-2017 Monographic books (1) Remote Sensing Studies of Urban Canopies: 3D Radiative Transfer Modeling Author(s): Lucas Landier, Nicolas Lauret, Tiangang Yin, Ahmad Al Bitar, JeanPhilippe Gastellu-Etchegorry, Christian Feigenwinter, Eberhard Parlow, Zina Mitraka, Nektarios Chrysoulakis Published in: 2016, ISBN 978-953-51-2653-9 Publisher: InTech DOI: 10.5772/63887 Other (1) Insights from more than ten years of CO2 flux measurements in the city of Basel, Switzerland Author(s): C. Feigenwinter, M. Schmutz, R. Vogt, E. Parlow Published in: Urban Climate News, Quarterly Newsletter of the International Association for Urban Climate, 2017 Publisher: International Association for Urban Climate Searching for OpenAIRE data... There was an error trying to search data from OpenAIRE No results available
