ITS1 – Digital Twins / Digital Earth / Digital Geosciences
EGU23-338 | ECS | Posters virtual | ITS1.1/NH0.1
A Stacking Ensemble Deep Learning Approach for Post Disaster Building Assessment using UAV ImageryEGU23-2564 | ECS | Posters on site | ITS1.1/NH0.1
Investigating the Correlation between the Characteristics of Seismic Activity and Environmental Variables in TaiwanEGU23-2996 | ECS | Posters virtual | ITS1.1/NH0.1
Development of a Rapid Seismic Loss Prediction Model for Residential Buildings using Machine Learning - Christchurch, New ZealandEGU23-4455 | ECS | Posters virtual | ITS1.1/NH0.1
Traffic Monitoring System Design considering Multi-Hazard Disaster RisksEGU23-4757 | Posters on site | ITS1.1/NH0.1
Machine Learning-based Site Classification System for Earthquake-Induced Multi-Hazard in South KoreaEGU23-4816 | ECS | Posters on site | ITS1.1/NH0.1
XAIDA4Detection: A Toolbox for the Detection and Characterization of Spatio-Temporal Extreme EventsEGU23-5581 | Posters on site | ITS1.1/NH0.1
Vision Transformers for building damage assessment after natural disastersEGU23-6790 | ECS | Posters on site | ITS1.1/NH0.1
Deep learning for automatic flood mapping from high resolution SAR imagesEGU23-8419 | ECS | Orals | ITS1.1/NH0.1
Synthetic Generation of Extra-Tropical Cyclones’ fields with Generative Adversarial NetworksEGU23-8944 | ECS | Orals | ITS1.1/NH0.1
Towards probabilistic impact-based drought risk analysis – a case study on the Volta BasinEGU23-9426 | ECS | Orals | ITS1.1/NH0.1
Fire hazard modelling with remote sensing data for South AmericaEGU23-11636 | ECS | Posters on site | ITS1.1/NH0.1
State-of-the-Art Review of Machine Learning Models in Civil Engineering: Based on DAMIE Classification TreeEGU23-11756 * | Orals | ITS1.1/NH0.1 | Highlight
Digital twin computing for enhancing resilience of disaster response systemEGU23-12240 | ECS | Posters on site | ITS1.1/NH0.1
Classification Seismic Spectrograms from Deep Neural Network: Application to Alarm System of Post-failure LandslidesEGU23-12716 | ECS | Posters on site | ITS1.1/NH0.1
Investigating causal effects of anthropogenic factors on global fire modelingEGU23-16626 | ECS | Posters on site | ITS1.1/NH0.1
Danish national early warning system for flash floods based on a gradient boosting machine learning frameworkEGU23-1224 | ECS | Posters on site | ITS1.2/AS5.14
Implications for engineering design of shorter more extreme rainfalls and increased flood variabilityEGU23-5418 | ECS | Posters virtual | ITS1.2/AS5.14
High resolution exposure model for a flood displacement risk assessmentEGU23-7110 | ECS | Orals | ITS1.2/AS5.14
Combining future projections of land-use and climate change to assess their impact on biodiversityEGU23-7346 | Orals | ITS1.2/AS5.14 | Highlight
End-to-end modelling of flood risk and impact for climate change resilienceEGU23-9246 | ECS | Posters on site | ITS1.2/AS5.14
Assessing the appropriateness of different climate modelling approaches for the estimation of aviation NOx climate effectsEGU23-10210 | ECS | Orals | ITS1.2/AS5.14
Can annual streamflow volumes be characterised by flood events alone?EGU23-10715 | Posters on site | ITS1.2/AS5.14
Towards global km-scale greenhouse warming simulations with the AWI-CM3EGU23-13826 | ECS | Posters on site | ITS1.2/AS5.14
Change in the Tropical Storms activity in the future over the Ganges basinEGU23-15643 | ECS | Posters on site | ITS1.2/AS5.14
Measuring Carbon: A Tool for Analysing Gridded, Continuous, Carbon Measurements at High Temporal and Spatial ResolutionEGU23-17497 | Posters on site | ITS1.2/AS5.14
Bridging the Gap: Cervest's Climate Intelligence Approach for Effective Adaptation StrategiesEGU23-17504 | Posters on site | ITS1.2/AS5.14
Cost-Effective Climate-Friendly Aircraft Flight PlanningEGU23-17517 | Posters on site | ITS1.2/AS5.14
Network Assessment of the Aviation Climate Impact Considering the European Structured AirspaceEGU23-1988 | ECS | Orals | ITS1.4/NH0.6
Changes in Compound Flood Event frequency in Northern and Central Europe under climate changeEGU23-2079 | ECS | Orals | ITS1.4/NH0.6
Hotspots and impacts of present and future compound hot and dry summers in EuropeEGU23-3133 | Posters on site | ITS1.4/NH0.6
Changes in temperature-precipitation correlations over Europe: Are climate models reliable?EGU23-3172 | ECS | Posters on site | ITS1.4/NH0.6
The perfect storm? Concurrent climate extremes in East AfricaEGU23-3273 | ECS | Orals | ITS1.4/NH0.6
Compound drought and heatwave events in the eastern part of the Baltic Sea regionEGU23-5942 | Posters on site | ITS1.4/NH0.6
Climate Change to Exacerbate the Compounding of Heat Stress and FloodingEGU23-6226 | ECS | Orals | ITS1.4/NH0.6
Recurrence of drought events over Iberia under present and future climate conditionsEGU23-6283 | Posters on site | ITS1.4/NH0.6
Compound precipitation and wind extremes under recent and future climate conditionsEGU23-6479 | ECS | Posters on site | ITS1.4/NH0.6
Characterization of compound occurrence of heat waves and drought in Europe and North AmericaEGU23-7203 | Posters on site | ITS1.4/NH0.6
Co-occurring British flood-wind events (1980-2080): Their anatomy & driversEGU23-8705 | ECS | Orals | ITS1.4/NH0.6
Interdependence among subregional crop production affects global crop failure riskEGU23-9048 | ECS | Orals | ITS1.4/NH0.6
The joint impact of rainfall events on water- and dike systems in Dutch poldersEGU23-11000 | ECS | Orals | ITS1.4/NH0.6
Analysis of compound river flood and heavy rainfall events for a development of combined flood mapsEGU23-11029 | ECS | Posters on site | ITS1.4/NH0.6
Unfolding the role of active/break spells in compound hot and dry extremes (CHDE) in IndiaEGU23-12427 | ECS | Orals | ITS1.4/NH0.6
Compounding hydro-meteorological drivers of forest damage over EuropeEGU23-13562 | ECS | Orals | ITS1.4/NH0.6
Defining compound extreme events on objective spatiotemporal scalesEGU23-14152 | ECS | Posters on site | ITS1.4/NH0.6
How compound can a compound event be? Mapping the compoundness of the Gloria stormEGU23-15290 | ECS | Posters on site | ITS1.4/NH0.6
Quantifying climate change induced shifts in the risk of jointly and individually occurring drought and late-spring frostEGU23-15427 | ECS | Posters on site | ITS1.4/NH0.6
Temporal compounding of precipitation and its occurrence before landslide events over the Italian territoryEGU23-16867 | Orals | ITS1.4/NH0.6
Characterization of Lagged Compound Floods and Droughts Under Climate ChangeEGU23-17187 | Posters virtual | ITS1.4/NH0.6
Trends in the Frequency and Intensity of Compound Coastal Flooding Events along the Indian coastline during 1980-2020EGU23-1183 | ECS | Orals | ITS1.5/GI1.5 | Highlight
Detection of anomalous NO2 emitting ships using AutoML on TROPOMI satellite dataEGU23-1902 | Posters on site | ITS1.5/GI1.5
TACTICIAN: AI-based applications knowledge extraction from ESA’s mission scientific publicationsEGU23-2388 | ECS | Orals | ITS1.5/GI1.5
Deep learning based identification of carbonate rock components in core imagesEGU23-6696 | ECS | Orals | ITS1.5/GI1.5 | Highlight
Satellite-based continental-scale inventory of European wetland types at 10m spatial resolutionEGU23-8702 | ECS | Orals | ITS1.5/GI1.5 | Highlight
Evaluating the risk of cumulative impacts in the Mediterranean Sea using a Random Forest modelEGU23-10681 | Orals | ITS1.5/GI1.5
EarthQA: A Question Answering Engine for Earth Observation Data ArchivesEGU23-11527 | ECS | Posters on site | ITS1.5/GI1.5
Global Layer——An integrated, fully online, cloud based platformEGU23-12373 | ECS | Posters on site | ITS1.5/GI1.5
Mapping streams and ditches using Aerial Laser ScanningEGU23-13099 | ECS | Posters virtual | ITS1.5/GI1.5
Mapping Swedish Soils with High-resolution DEM-derived Indices and Machine LearningEGU23-14519 | Orals | ITS1.5/GI1.5 | Highlight
From satellite data and Sustainable Development Goals to interactive tools and better territorial decision makingEGU23-15656 | Posters virtual | ITS1.5/GI1.5
Karst integration into groundwater recharge simulation in WaterGAPEGU23-16252 | ECS | Posters on site | ITS1.5/GI1.5
GEOTEK: Extracting Marine Geological Data from PublicationsEGU23-16813 | ECS | Posters on site | ITS1.5/GI1.5 | Highlight
The Use of Artificial Intelligence in ESA’s Climate Change InitiativeEGU23-67 | ECS | Orals | ITS1.7/GM2
A global analysis of how human infrastructure squeezes sandy coastsEGU23-4673 | Posters on site | ITS1.7/GM2
Restoring Piping Plover Habitat and Building Coastal Resilience with Nature-based Solutions in Atlantic CanadaEGU23-7877 | ECS | Posters on site | ITS1.7/GM2
Early melt-season nutrient and inorganic carbon sediment-water fluxes in the Bering and Chukchi SeasEGU23-9832 | Posters on site | ITS1.7/GM2
Beach ridge formation and landward migration along the isostatically rising coastlines of Hudson BayEGU23-11651 | ECS | Orals | ITS1.7/GM2
Procedure for examining long-term Arctic shoreline displacement from multispectral satellite dataEGU23-12412 | ECS | Orals | ITS1.7/GM2
Glacier decay boosts formation of new Arctic coastal environments – lessons learned from SvalbardEGU23-13052 | ECS | Posters on site | ITS1.7/GM2
Sea ice, wind waves and coastal erosion in Hornsund, SvalbardEGU23-14578 | ECS | Orals | ITS1.7/GM2 | Highlight
Pan-Arctic remotely sensed observation of coastal settlements - recent updatesEGU23-14844 | ECS | Posters on site | ITS1.7/GM2
A framework for assessing the space needed for dune-based coastal adaption at multiple time scales.EGU23-15297 | ECS | Orals | ITS1.7/GM2
Decision-Making on Nature-Based Solutions for Multifunctional Coastal Climate AdaptationEGU23-15893 | Posters on site | ITS1.7/GM2
Small-scale nature-based solutions for protection of sandy coastsEGU23-164 | ECS | Orals | ITS1.8/AS5.5 | Highlight
Improvement and verification of urban extreme temperature predictions with satellite and ground observations in Austria (VERITAS-AT)EGU23-617 | ECS | Posters on site | ITS1.8/AS5.5
Applying statistical downscaling to CMIP6 projections of precipitation for South America: Analysis of pre and post-processed simulationsEGU23-3343 | Orals | ITS1.8/AS5.5 | Highlight
Conceptual development and use of downscaled climate model informationEGU23-3741 | ECS | Orals | ITS1.8/AS5.5
Validation of MVT bias correction in dynamical downscaling simulations for climate extremeEGU23-3922 | ECS | Posters on site | ITS1.8/AS5.5
Scale Heterogeneity Avoided Dasymetric Mapping for the Gridded PopulationEGU23-5321 | Posters on site | ITS1.8/AS5.5
Multi-model downscaling simulations of regional climate and air quality in ChinaEGU23-8234 | ECS | Posters on site | ITS1.8/AS5.5 | Highlight
Weather reconstruction and application for Switzerland: Long-term changes of spring weather impacts since 1763EGU23-8829 | ECS | Posters on site | ITS1.8/AS5.5
A soil moisture downscaling playground of multiple resolution physics-based simulationsEGU23-9644 | ECS | Orals | ITS1.8/AS5.5
Analysis of Ensemble Uncertainty Transfer in AI-Based Downscaling of C3S Seasonal ForecastEGU23-11595 | ECS | Orals | ITS1.8/AS5.5
Understanding the double-ITCZ problem over the Atlantic with bias-corrected downscalingEGU23-12899 | ECS | Orals | ITS1.8/AS5.5
A downscaling exercise for the Adriatic Sea in a perfect model approachEGU23-13876 | ECS | Posters on site | ITS1.8/AS5.5
Evaluating state-of-art statistical downscaling and analogs approaches on historical climate statistics over European regionsEGU23-14253 | ECS | Orals | ITS1.8/AS5.5 | Highlight
Downscaling with a machine learning-based emulator of a local-scale UK climate modelEGU23-15537 | ECS | Posters virtual | ITS1.8/AS5.5
Analysis of the statistical bias correction of ERA5-Land on different time aggregations in Trentino-Alto AdigeEGU23-1770 | ECS | Posters on site | ITS1.10/NP0.1
Influential factors of intercity patient mobility and its network structure in China