2.0 -//Pentabarf//Schedule//EN PUBLISH GE9KCU@@pretalx.earthmonitor.org -GE9KCU Introduction to the OEMC Project by Tomislav Hengl en en 20250917T090000 20250917T093000 0.03000

Introduction to the OEMC Project by Tomislav Hengl

PUBLIC CONFIRMED Keynote lecture https://pretalx.earthmonitor.org/open-earth-monitor-global-workshop-2025/talk/GE9KCU/ Aula Magna Tom Hengl (OpenGeoHub) PUBLISH WDHNZE@@pretalx.earthmonitor.org -WDHNZE Evolving FAIR and Open Earth Observations in the Technology-Science-Policy Nexus en en 20250917T093000 20250917T100000 0.03000

Evolving FAIR and Open Earth Observations in the Technology-Science-Policy Nexus

Earth Observation (EO) data have become indispensable for understanding and managing environmental change. The OpenEarthMonitor project (and other efforts) have highlighted that the societal value of EO can only be realized when data is not only open but also FAIR—Findable, Accessible, Interoperable, and Reusable. Use cases and demonstrations are already showcasing evolving frameworks and technologies for enhancing the FAIRness and openness of EO systems, and narrowing the gap between data production, scientific utility, and policy and service application. The presentation will study some recent EO implications of EU Green Deal policies and the discussion around their evolution, also in light of the Copernicus expansion missions and “new space” developments. We will illustrate several examples on how technology, science and policies interlink and how co-designed EO infrastructures—rooted in open science principles—can align with policy priorities and accelerate progress toward their implementation and performance assessment. Situating FAIR and open EO within the broader technology-science-policy nexus, this work underscores the transformative potential of data-driven environmental governance in the face of a changing role and perception of critical environmental issues in policy and society. PUBLIC CONFIRMED Keynote lecture https://pretalx.earthmonitor.org/open-earth-monitor-global-workshop-2025/talk/WDHNZE/ Aula Magna Martin Herold PUBLISH BMLFHF@@pretalx.earthmonitor.org -BMLFHF Adapting the Planetary Health Index framework to sub-national scale for Europe en en 20250917T110000 20250917T112000 0.02000

Adapting the Planetary Health Index framework to sub-national scale for Europe

PUBLIC CONFIRMED Oral talk https://pretalx.earthmonitor.org/open-earth-monitor-global-workshop-2025/talk/BMLFHF/ Aula Magna Gregory Duveiller PUBLISH H9SJ8C@@pretalx.earthmonitor.org -H9SJ8C Evolution of the Copernicus Land Monitoring Service (EvoLand) – project, results and public dissemination en en 20250917T112000 20250917T114000 0.02000

Evolution of the Copernicus Land Monitoring Service (EvoLand) – project, results and public dissemination

EvoLand is developing and testing new and innovative methods in support of the evolution of the Copernicus Land Monitoring Service. It integrates novel Earth Observation, in-situ data and the latest Machine Learning techniques to continuously monitor the status, dynamics and biomass of the land surface. The project focuses on five key thematic domains: agriculture, forest, water, urban, and general land cover. Across these themes, we are developing 11 prototype services that could potentially be part of the future CLMS baseline. These will be operationally benchmarked and qualified as candidate CLMS services with a TRL5-7, which will have the potential to be taken up and integrated into CLMS by the Entrusted Entities from 2026 onwards. Within this talk we will give a general overview of the project, the 11 prototype services and how one can explore and use the open-source project results using the EvoLand results portal. Evoland is funded by the European Union through the Horizon programme, and is undertaken by a consortium of 10 European EO companies coordinated by VITO. PUBLIC CONFIRMED Oral talk https://pretalx.earthmonitor.org/open-earth-monitor-global-workshop-2025/talk/H9SJ8C/ Aula Magna Daniel Thiex PUBLISH XDAQCZ@@pretalx.earthmonitor.org -XDAQCZ Assessing Climate Change Risk for the Private Sector: A Geospatial Approach Using OpenEarthMonitor in the European Reinsurance Sector en en 20250917T114000 20250917T120000 0.02000

Assessing Climate Change Risk for the Private Sector: A Geospatial Approach Using OpenEarthMonitor in the European Reinsurance Sector

PUBLIC CONFIRMED Oral talk https://pretalx.earthmonitor.org/open-earth-monitor-global-workshop-2025/talk/XDAQCZ/ Aula Magna Codrina Maria Ilie PUBLISH KPNRVV@@pretalx.earthmonitor.org -KPNRVV A UNIFIED TOOL TO ACCESS FLUX TOWERS DATA WORLDWIDE: THE FLUXNET SHUTTLE en en 20250917T133000 20250917T135000 0.02000

A UNIFIED TOOL TO ACCESS FLUX TOWERS DATA WORLDWIDE: THE FLUXNET SHUTTLE

PUBLIC CONFIRMED Oral talk https://pretalx.earthmonitor.org/open-earth-monitor-global-workshop-2025/talk/KPNRVV/ Aula Magna Simone Sabbatini PUBLISH DRGTVD@@pretalx.earthmonitor.org -DRGTVD Monitor-EO: an online tool for monitoring and evaluating impacts on land resources and ecosystems from restoration activities en en 20250917T135000 20250917T141000 0.02000

Monitor-EO: an online tool for monitoring and evaluating impacts on land resources and ecosystems from restoration activities

PUBLIC CONFIRMED Oral talk https://pretalx.earthmonitor.org/open-earth-monitor-global-workshop-2025/talk/DRGTVD/ Aula Magna Lorenzo De Simone PUBLISH KFU7BK@@pretalx.earthmonitor.org -KFU7BK Transfer Learning as a Solution for the Large Areas Classification Dilemma en en 20250917T141000 20250917T143000 0.02000

Transfer Learning as a Solution for the Large Areas Classification Dilemma

We use a time-series Random Forest model taking samples from 2022 to classify yearly date cubes up to 2015. The classification achieved an agreement of 89.20% with the reference map for 2022. Over the years, the agreement showed a cumulative decline of 2%. Our results suggest that the transferability of a machine-learning model is highly correlated with a set of highly representative training samples. PUBLIC CONFIRMED Oral talk https://pretalx.earthmonitor.org/open-earth-monitor-global-workshop-2025/talk/KFU7BK/ Aula Magna Gilberto Camara Felipe Carvalho PUBLISH KT7B8A@@pretalx.earthmonitor.org -KT7B8A EuroGEO Green Deal Data Space Action Group - interoperability of forest monitoring data at regional, national, European, and global scales en en 20250917T143000 20250917T145000 0.02000

EuroGEO Green Deal Data Space Action Group - interoperability of forest monitoring data at regional, national, European, and global scales

PUBLIC CONFIRMED Oral talk https://pretalx.earthmonitor.org/open-earth-monitor-global-workshop-2025/talk/KT7B8A/ Aula Magna Kaori Otsu Imma Serra PUBLISH 8NFGGH@@pretalx.earthmonitor.org -8NFGGH A framework of federal global ensemble digital terrain model en en 20250917T153000 20250917T155000 0.02000

A framework of federal global ensemble digital terrain model

PUBLIC CONFIRMED Oral talk https://pretalx.earthmonitor.org/open-earth-monitor-global-workshop-2025/talk/8NFGGH/ Aula Magna Yu-Feng Ho PUBLISH QQGPVH@@pretalx.earthmonitor.org -QQGPVH Global soil carbon and soil pH predictions for 2000-2024 at 30-m based on spatiotemporal Machine Learning and harmonized legacy soil samples and observations en en 20250917T155000 20250917T161000 0.02000

Global soil carbon and soil pH predictions for 2000-2024 at 30-m based on spatiotemporal Machine Learning and harmonized legacy soil samples and observations

The most important variables for predicting soil organic carbon density (kg m-3) were: soil depth, Landsat-based uncalibrated Gross Primary Productivity (GPP), Normalized Difference Vegetation Index (NDVI) and CHELSA bioclimatic indices. The global distribution of soil pH can be primarily explained by the CHELSA Aridity Index (long-term), annual precipitation, and salinity grade. Detecting key variables controlling dynamics of soil properties helps improve soil management for the decades to come. PUBLIC CONFIRMED Oral talk https://pretalx.earthmonitor.org/open-earth-monitor-global-workshop-2025/talk/QQGPVH/ Aula Magna Tom Hengl (OpenGeoHub) PUBLISH MAHPTK@@pretalx.earthmonitor.org -MAHPTK High-Resolution Global Maps of Cocoa Farms Extent en en 20250917T161000 20250917T163000 0.02000

High-Resolution Global Maps of Cocoa Farms Extent

PUBLIC CONFIRMED Oral talk https://pretalx.earthmonitor.org/open-earth-monitor-global-workshop-2025/talk/MAHPTK/ Aula Magna Robert Masolele PUBLISH B3GWYZ@@pretalx.earthmonitor.org -B3GWYZ Towards the Development of a Serbian Ground Motion Service (GMS-Serbia) Using Sentinel-1 InSAR Data: Necessity, Opportunities, and Future Directions en en 20250917T163000 20250917T165000 0.02000

Towards the Development of a Serbian Ground Motion Service (GMS-Serbia) Using Sentinel-1 InSAR Data: Necessity, Opportunities, and Future Directions

The importance of ground motion monitoring in the context of contemporary geospatial and environmental challenges cannot be overstated. As natural disasters, such as landslides, subsidence, and seismic activity, increasingly threaten infrastructure and communities, the ability to detect and monitor ground deformation in real-time becomes vital for disaster preparedness, urban resilience, and sustainable development. Ground motion monitoring using satellite-based remote sensing technologies, particularly InSAR, has proven to be an invaluable tool in addressing these issues across the globe. However, while many countries have already established their own national services to monitor ground motion, Serbia remains without such a system, despite the increasing need for precise and reliable data for decision-making across various sectors. This session will provide an in-depth look at the proposed GMS-Serbia service, exploring its conceptual framework, methodological approach, and potential impact on the national and regional landscape. Attendees will gain insights into the technologies behind SAR based ground motion monitoring, including the latest advancements in InSAR and the integration of Sentinel-1 data, and how these can be leveraged to address the pressing challenges faced by Serbia and its neighbors. PUBLIC CONFIRMED Oral talk https://pretalx.earthmonitor.org/open-earth-monitor-global-workshop-2025/talk/B3GWYZ/ Aula Magna Miloš Basarić PUBLISH GFBHAC@@pretalx.earthmonitor.org -GFBHAC OpenLandMap-soildb global dynamic soil data tutorial en en 20250917T133000 20250917T150000 1.03000

OpenLandMap-soildb global dynamic soil data tutorial

To cite layers distributed via OpenLandMap-soildb please use: Hengl, T., Consoli, D., Tian, X., Nauman, T. W., Nussbaum, M., Isik, M. S., Parente, L., Ho, Y.-F., Simoes, R., Gupta, S., Samuel-Rosa, A., Zborowski Horst, T., Safanelli, J. L., and Harris, N., (2025??). OpenLandMap-soildb: global soil information at 30~m spatial resolution for 2000--2022+ based on spatiotemporal Machine Learning and harmonized legacy soil samples and observations. Earth Syst. Sci. Data Discuss. [preprint], https://doi.org/10.5194/essd-2025-336, in review, PUBLIC CONFIRMED Workshop proposal https://pretalx.earthmonitor.org/open-earth-monitor-global-workshop-2025/talk/GFBHAC/ Aula 2 (workshops) Tom Hengl (OpenGeoHub) PUBLISH YET9ZL@@pretalx.earthmonitor.org -YET9ZL Multi-language support for image time series analysis using SITS en en 20250917T153000 20250917T161500 0.04500

Multi-language support for image time series analysis using SITS

PUBLIC CONFIRMED Workshop proposal https://pretalx.earthmonitor.org/open-earth-monitor-global-workshop-2025/talk/YET9ZL/ Aula 2 (workshops) Gilberto Camara PUBLISH SKHBW7@@pretalx.earthmonitor.org -SKHBW7 Open EO-Based Monitoring of Drought–Flood Abrupt Alternation in Northwestern Mediterranean Basins en en 20250917T092500 20250917T102500 1.00000

Open EO-Based Monitoring of Drought–Flood Abrupt Alternation in Northwestern Mediterranean Basins

PUBLIC CONFIRMED Poster presentation https://pretalx.earthmonitor.org/open-earth-monitor-global-workshop-2025/talk/SKHBW7/ Aula 3 (Posters) imane serbouti PUBLISH 98CNWA@@pretalx.earthmonitor.org -98CNWA Bridging communities: How open source geospatial software stays relevant in science, policy, and industry en en 20250917T102500 20250917T112500 1.00000

Bridging communities: How open source geospatial software stays relevant in science, policy, and industry

PUBLIC CONFIRMED Poster presentation https://pretalx.earthmonitor.org/open-earth-monitor-global-workshop-2025/talk/98CNWA/ Aula 3 (Posters) Codrina Maria Ilie PUBLISH DGXU8Y@@pretalx.earthmonitor.org -DGXU8Y From Dry to Desiccated: A New Paradigm for Flash Drought Monitoring over India en en 20250917T112500 20250917T122500 1.00000

From Dry to Desiccated: A New Paradigm for Flash Drought Monitoring over India

1) The proposed framework identifies flash drought events by their rapid intensification rate and prolonged dry conditions. 2) The core monsoon region in India exhibits a high frequency of flash drought events spatially consistence with duration, severity, and onset speed. 3) Flash droughts occur more frequently due to the combined impacts of soil-moisture depletion and increased atmospheric aridity. PUBLIC CONFIRMED Poster presentation https://pretalx.earthmonitor.org/open-earth-monitor-global-workshop-2025/talk/DGXU8Y/ Aula 3 (Posters) VAIBHAV KUMAR PUBLISH QYZZJE@@pretalx.earthmonitor.org -QYZZJE Improving the Reconstruction of the Hydrological Cycle through Satellite Observations: The Case Study of the Po River Basin en en 20250917T122500 20250917T132500 1.00000

Improving the Reconstruction of the Hydrological Cycle through Satellite Observations: The Case Study of the Po River Basin

PUBLIC CONFIRMED Poster presentation https://pretalx.earthmonitor.org/open-earth-monitor-global-workshop-2025/talk/QYZZJE/ Aula 3 (Posters) Sindhu Kalimisetty PUBLISH STMSRS@@pretalx.earthmonitor.org -STMSRS Using Jensen-Shannon distance to better understand the role of landscape heterogeneity in the relationship between TROPOMI SIF product and Gross Primary Production en en 20250917T142500 20250917T152500 1.00000

Using Jensen-Shannon distance to better understand the role of landscape heterogeneity in the relationship between TROPOMI SIF product and Gross Primary Production

PUBLIC CONFIRMED Poster presentation https://pretalx.earthmonitor.org/open-earth-monitor-global-workshop-2025/talk/STMSRS/ Aula 3 (Posters) Daniel E. Pabon-Moreno PUBLISH KKRARH@@pretalx.earthmonitor.org -KKRARH Incremental steps towards near-real time enhanced drought monitoring combining remote sensing and model-based soil moisture products en en 20250917T152500 20250917T162500 1.00000

Incremental steps towards near-real time enhanced drought monitoring combining remote sensing and model-based soil moisture products

PUBLIC CONFIRMED Poster presentation https://pretalx.earthmonitor.org/open-earth-monitor-global-workshop-2025/talk/KKRARH/ Aula 3 (Posters) Jaime Gaona PUBLISH MXHPBU@@pretalx.earthmonitor.org -MXHPBU Digital Public Infrastructure for Ecological Variables: An Indian approach to public service delivery meets global best practices for disseminating climate data en en 20250917T162500 20250917T172500 1.00000

Digital Public Infrastructure for Ecological Variables: An Indian approach to public service delivery meets global best practices for disseminating climate data

PUBLIC CONFIRMED Poster presentation https://pretalx.earthmonitor.org/open-earth-monitor-global-workshop-2025/talk/MXHPBU/ Aula 3 (Posters) Trishal Kumar PUBLISH ACUVCN@@pretalx.earthmonitor.org -ACUVCN Multi-Sensor Snow Cover Assessment over the Mediterranean Region en en 20250917T172500 20250917T182500 1.00000

Multi-Sensor Snow Cover Assessment over the Mediterranean Region

PUBLIC CONFIRMED Poster presentation https://pretalx.earthmonitor.org/open-earth-monitor-global-workshop-2025/talk/ACUVCN/ Aula 3 (Posters) Mohsin Tariq PUBLISH 9K3D9B@@pretalx.earthmonitor.org -9K3D9B Preventing Catastrophic Climate Change: The Role of In-Situ Data and Citizen-Collected Observations en en 20250918T093000 20250918T100000 0.03000

Preventing Catastrophic Climate Change: The Role of In-Situ Data and Citizen-Collected Observations

Global warming has already exceeded the critical 1.5°C threshold, and fossil fuel emissions continue to rise by approximately 2% annually—despite the urgent need for reductions of at least 8% per year. This presentation highlights key actions required to avert catastrophic climate change, with a particular focus on the terrestrial carbon sink and the critical roles of land use and land-use change. However, it must be emphasized: technological innovation alone will not be enough. What is urgently needed are mindset shifts and transformative societal changes—reaching social tipping points that can drive sustained and meaningful climate action. While data improvements may have only a limited direct effect on emissions, they are essential to inform better policies, ensure transparency, and mobilize public engagement. A deeper understanding of land-use dynamics is especially important in countries with limited capacity for regular forest inventories or land-use change monitoring. Emerging technologies—such as the new P-band radar sensors aboard Europe’s BIOMASS mission—offer promising opportunities to improve our knowledge of carbon stocks and assess the restoration potential of forests, peatlands, and other ecosystems. Today, high-resolution maps can be generated with just a few clicks, enabled by increasingly accessible algorithms and open-source tools. Yet their full potential depends on the availability of high-quality training and validation data—an area where citizen engagement can play a key role. Citizen participation in data collection not only improves coverage but also strengthens public awareness and accountability. This presentation showcases innovative tools—from user-friendly apps for visual interpretation and machine learning–ready data collection to in-situ observation tools embedded in the Geo-Quest app—that empower citizens to contribute meaningfully to land-use monitoring and climate action. PUBLIC CONFIRMED Keynote lecture https://pretalx.earthmonitor.org/open-earth-monitor-global-workshop-2025/talk/9K3D9B/ Aula Magna Steffen Fritz PUBLISH GEDAFD@@pretalx.earthmonitor.org -GEDAFD Ten years of Advancing Forest Disturbance Monitoring with Sentinel-1 radar en en 20250918T100000 20250918T103000 0.03000

Ten years of Advancing Forest Disturbance Monitoring with Sentinel-1 radar

PUBLIC CONFIRMED Keynote lecture https://pretalx.earthmonitor.org/open-earth-monitor-global-workshop-2025/talk/GEDAFD/ Aula Magna Johannes Reiche PUBLISH 9FWUEC@@pretalx.earthmonitor.org -9FWUEC Open Earth Monitor implementation on openEO en en 20250918T110000 20250918T112000 0.02000

Open Earth Monitor implementation on openEO

PUBLIC CONFIRMED Oral talk https://pretalx.earthmonitor.org/open-earth-monitor-global-workshop-2025/talk/9FWUEC/ Aula Magna Dainius Masiliunas PUBLISH PEZNQY@@pretalx.earthmonitor.org -PEZNQY Mapping Land Use Following Deforestation Across the Pan-Tropics with Sentinel Data en en 20250918T112000 20250918T114000 0.02000

Mapping Land Use Following Deforestation Across the Pan-Tropics with Sentinel Data

PUBLIC CONFIRMED Oral talk https://pretalx.earthmonitor.org/open-earth-monitor-global-workshop-2025/talk/PEZNQY/ Aula Magna Robert Masolele PUBLISH ABRPXE@@pretalx.earthmonitor.org -ABRPXE Advancing High-Resolution Drought Monitoring: Evaluating Remote Sensing Soil Moisture Products for Integration in OEMC Drought Monitoring en en 20250918T114000 20250918T120000 0.02000

Advancing High-Resolution Drought Monitoring: Evaluating Remote Sensing Soil Moisture Products for Integration in OEMC Drought Monitoring

PUBLIC CONFIRMED Oral talk https://pretalx.earthmonitor.org/open-earth-monitor-global-workshop-2025/talk/ABRPXE/ Aula Magna Eirini Trypidaki PUBLISH XJETFR@@pretalx.earthmonitor.org -XJETFR Restoration at scale: Evaluating the progress of global restoration efforts using high spatial resolution time-series information of vegetation traits and indices en en 20250918T133000 20250918T135000 0.02000

Restoration at scale: Evaluating the progress of global restoration efforts using high spatial resolution time-series information of vegetation traits and indices

PUBLIC CONFIRMED Oral talk https://pretalx.earthmonitor.org/open-earth-monitor-global-workshop-2025/talk/XJETFR/ Aula Magna Felix Specker PUBLISH AV9QP3@@pretalx.earthmonitor.org -AV9QP3 Predicting future tree species suitability across Europe with harmonized forest data and climate ensembles en en 20250918T135000 20250918T141000 0.02000

Predicting future tree species suitability across Europe with harmonized forest data and climate ensembles

PUBLIC CONFIRMED Oral talk https://pretalx.earthmonitor.org/open-earth-monitor-global-workshop-2025/talk/AV9QP3/ Aula Magna Carmelo Bonannella PUBLISH 7YX37V@@pretalx.earthmonitor.org -7YX37V Integration of Radar and Optical Data for Identifying Tropical Forest Disturbances en en 20250918T141000 20250918T143000 0.02000

Integration of Radar and Optical Data for Identifying Tropical Forest Disturbances

PUBLIC CONFIRMED Oral talk https://pretalx.earthmonitor.org/open-earth-monitor-global-workshop-2025/talk/7YX37V/ Aula Magna Gilberto Camara Felipe Carvalho PUBLISH TMLCVN@@pretalx.earthmonitor.org -TMLCVN Multi-source Fusion Framework for Statistical Downscaling of Global Monthly Precipitation en en 20250918T143000 20250918T145000 0.02000

Multi-source Fusion Framework for Statistical Downscaling of Global Monthly Precipitation

PUBLIC CONFIRMED Oral talk https://pretalx.earthmonitor.org/open-earth-monitor-global-workshop-2025/talk/TMLCVN/ Aula Magna Mustafa Serkan Isik PUBLISH YAQHQA@@pretalx.earthmonitor.org -YAQHQA Developing Precipitation within Digital Twin Earth Hydrology – Leveraging the individual strengths of multiple products en en 20250918T153000 20250918T155000 0.02000

Developing Precipitation within Digital Twin Earth Hydrology – Leveraging the individual strengths of multiple products

PUBLIC CONFIRMED Oral talk https://pretalx.earthmonitor.org/open-earth-monitor-global-workshop-2025/talk/YAQHQA/ Aula Magna Paolo Filippucci Luca Ciabatta Luca Brocca Christian Massari PUBLISH XD9SXB@@pretalx.earthmonitor.org -XD9SXB Assessing the Impact of Next Generation Gravity Missions on Precipitation Estimation over Europe en en 20250918T155000 20250918T161000 0.02000

Assessing the Impact of Next Generation Gravity Missions on Precipitation Estimation over Europe

The Gravity Recovery and Climate Experiment (GRACE) mission and its Follow-On (GRACE-FO) mission provide observations of terrestrial water storage (TWS) dynamics on regional to global scales. However, they lack high spatio-temporal resolution, making them challenging to interpret different hydrological fluxes. A join collaboration between the National Aeronautics and Space Administration (NASA) and the European Space Agency (ESA), initiated a decade ago, is known as the Mass- change And Geosciences International Constellation (MAGIC). The aim of this collaboration to launch new high resolution missions in order to improve capacity for monitoring extreme events such droughts and floods. The primary objective of this work is to examine the impact of improving the spatial-temporal resolution of NGGM and MAGIC on precipitation estimation by developing multiple synthetic experiments on a European scale. The study employed SM2RAIN algorithm by inverting the soil water balance equation to estimate the rainfall accumulated between two consecutive TWS measurements (Brocca et al., 2014). Initially, the ERA5L based TWSA at daily time scale was incorporated into SM2RAIN to check reliability of the model against ERA5L precipitation with spatial resolution of 100 km over Europe with range of latitudes 30 to 60°N and longitudes 10°W to 50°E. The results shows SM2RAIN exhibited satisfactory performance at a daily temporal resolution, with mean values of R, RMSE, BIAS (0.85, 13.76, -0.29) against ERA5L precipitation. Based on statistical analysis, SM2RAIN-simulated precipitation shows good agreement across the most of Europe except in some areas of the northern Italy, northeastern states (Estonia, Latvia) and costal regions of Norway. Subsequently, synthetic experiments were developed by degrading the temporal resolution of TWS data from daily into 5-day interval and by introducing error ranging from 1.9 mm to 42 mm. The results shows that degrading temporal resolution and larger error make the model quite difficult to capture and represent meaningful rainfall patterns, as the error completely overshadows the underlying dynamics captured in the SM2RAIN-simulated rainfall. The results of the study clearly highlight the benefit of NGGM and MAGIC in improving our capability to estimate various hydrological components relying on satellite data as inputs. References Brocca, L., Ciabatta, L., Massari, C., Moramarco, T., Hahn, S., Hasenauer, S., Kidd, R., Dorigo, W., Wagner, W., & Levizzani, V. (2014). Soil as a natural rain gauge: Estimating global rainfall from satellite soil moisture data. Journal of Geophysical Research: Atmospheres, 119(9), 5128–5141. PUBLIC CONFIRMED Oral talk https://pretalx.earthmonitor.org/open-earth-monitor-global-workshop-2025/talk/XD9SXB/ Aula Magna Muhammad Usman Liaqat PUBLISH ENZYEY@@pretalx.earthmonitor.org -ENZYEY Leveraging Earth Observation to monitor the most impactful (yet unknown) human activity on the water cycle: irrigation en en 20250918T161000 20250918T163000 0.02000

Leveraging Earth Observation to monitor the most impactful (yet unknown) human activity on the water cycle: irrigation

PUBLIC CONFIRMED Oral talk https://pretalx.earthmonitor.org/open-earth-monitor-global-workshop-2025/talk/ENZYEY/ Aula Magna Jacopo Dari PUBLISH Y3FBNN@@pretalx.earthmonitor.org -Y3FBNN Streamlining Snow Monitoring with openEO and CDSE en en 20250918T133000 20250918T141500 0.04500

Streamlining Snow Monitoring with openEO and CDSE

PUBLIC CONFIRMED Workshop proposal https://pretalx.earthmonitor.org/open-earth-monitor-global-workshop-2025/talk/Y3FBNN/ Aula 2 (workshops) Valentina Premier PUBLISH QZBPBM@@pretalx.earthmonitor.org -QZBPBM Federal workflow to acess GEDTM30, and improve it with airborne lidar en en 20250918T153000 20250918T161500 0.04500

Federal workflow to acess GEDTM30, and improve it with airborne lidar

PUBLIC CONFIRMED Workshop proposal https://pretalx.earthmonitor.org/open-earth-monitor-global-workshop-2025/talk/QZBPBM/ Aula 2 (workshops) Yu-Feng Ho PUBLISH CNVZJU@@pretalx.earthmonitor.org -CNVZJU Toward a global scale runoff estimation through satellite observations: the STREAM model en en 20250919T093000 20250919T095000 0.02000

Toward a global scale runoff estimation through satellite observations: the STREAM model

PUBLIC CONFIRMED Oral talk https://pretalx.earthmonitor.org/open-earth-monitor-global-workshop-2025/talk/CNVZJU/ Aula Magna Francesco Leopardi PUBLISH 8Q8CVW@@pretalx.earthmonitor.org -8Q8CVW From Soil Grids and Spectral Analysis to Soil Mineral Composition Estimates en en 20250919T095000 20250919T101000 0.02000

From Soil Grids and Spectral Analysis to Soil Mineral Composition Estimates

PUBLIC CONFIRMED Oral talk https://pretalx.earthmonitor.org/open-earth-monitor-global-workshop-2025/talk/8Q8CVW/ Aula Magna Christophe Van Neste PUBLISH VGPKKZ@@pretalx.earthmonitor.org -VGPKKZ Accessing Big Satellite LiDAR from Cloud en en 20250919T110000 20250919T114500 0.04500

Accessing Big Satellite LiDAR from Cloud

PUBLIC CONFIRMED Workshop proposal https://pretalx.earthmonitor.org/open-earth-monitor-global-workshop-2025/talk/VGPKKZ/ Aula Magna Yu-Feng Ho