📢 The uncertainties and potential of locational-based social media for floodscape mapping by Edwin Chow, T. Yang & Y. Yan 👉 doi.org/10.1080/2096... 💌 #flood #SocialMedia #LBSM #uncertaintyanalysis #geocomputation #hazard #machinelearning #remotesensing #GIS #geography

📢 Advancing regional #waterquality modelling: integrating spatial #machinelearning with large-scale #catchment data by Marta Jemeljanova et al. 👉 doi.org/10.1080/2096... 💌 #nitrogen #phosphorus #runoff #waterquality #hydrology #hydrology #hydrogeology #remotesensing #GIS

📢 #Offshore oil and gas platform dynamics in the North Sea, Gulf of #Mexico, and Persian Gulf: exploiting the #Sentinel-1 archive by Robin Spanier, Thorsten Hoeser, John Truckenbrodt, Felix Bachofer & Claudia Kuenzer 👉 doi.org/10.1080/2096... 💌 #Earthobservation #SAR #oilrigs #remotesensing

📢 Context-aware #landmark recognition in #location-based augmented reality: A switching framework with a #MobileNet backbone for cultural #heritage engagement 👉https://doi.org/10.1080/20964471.2026.2649432 💌 #AI #geoontology #VGI #smartcity #culturalheritage #geocomputation #remotesensing #GIS

📢 Publicly available soil moisture datasets: an overview and the UB-SMDC portal by Farzane Mohseni & Jan-Henrik Haunert 👉 doi.org/10.1080/2096... 💌 #Soilmoisture #agriculture #drought #opensource #GeoNetwork #hydrology #geovisualization #geoscience #remotesensing #GIS #dataanalysis #opendata

📢 #Review | Digital twins as decision infrastructure: evolution, architecture, and research roadmap by Chaowei Yang et al. 👉 doi.org/10.1080/2096... 💌 #Digitaltwins #AI #interoperability #datascience #DigitalEarth #bigdata #GeoAI #cyberinfrastructure #remotesensing #GIS #BigData #dataanalytics

📢 #AI-driven ensemble forecasting of extreme wind gusts: Random Forest modeling and case studies from the western #Mediterranean by Gustavo H. Guerrero-Navarro et al. 👉https://doi.org/10.1080/20964471.2025.2593745 #windgust #extremeweather #climatechange #meteorology #remotesensing #GIS #disaster

📢Regional #drought prediction from #Sentinel-2 time series using Random Forest, DNN, and 1D-CNN: a case study in Marchfeld, #Austria by Omid Ghorbanzadeh et al. 👉https://doi.org/10.1080/20964471.2026.2649428 💌 #maize #water #remotesensing #GIS #Agriculture #disaster #climatechange #crop

📢Uncertainty quantification in geospatial AI/ML applications: methods, metrics, and open-source support with an air quality use case by Anusha Malarvizhi, Kaylee Smith & Chaowei Yang 👉https://doi.org/10.1080/20964471.2026.2629680 #AI #GeoAI #remotesensing #GIS #airquality @stc-gmu.bsky.social

📢 #Cyprus Earth Observation Data Cube towards water resource management in the context of climate crisis by Stelios P. Neophytides, Gregory Giuliani @greggiuliani.bsky.social et al. 👉 doi.org/10.1080/2096... #water #environment #remotesensing #earthobservation #GIS #datacube #Climate #AI #disaster

📢A digital twin approach for the identification and update of ecological infrastructure by Audrey Lambiel, Gregory Giuliani@greggiuliani.bsky.social, Nathan Külling & Anthony Lehmann 👉https://doi.org/10.1080/20964471.2026.2615504 #ecosystemservices #remotesensing #GIS #FAIR #digitaltwin #JupyterLab

📢 A multimodal GeoAI approach to combining text with spatiotemporal features for enhanced relevance classification of social media posts in disaster response 👉 doi.org/10.1080/2096... 💌 #socialmedia #GeoAI #disaster #geoscience #remotesensing #earthobservation #GIS #risk #hazard

📢 CA-MTransUNet: Cloud-Aware Mixture-of-Experts Linear Transformer U-Net for forest burned area (FBA) mapping using Sentinel-1 and Sentinel-2 images 👉https://doi.org/10.1080/20964471.2025.2598994 #wildfire #forest #burnedarea #UNet #Sentinel #Deeplearning #remotesensing #GIS #forestfire

📢 Call for Papers | Climate change modelling and urban resilience driven by big Earth data and artificial intelligence 👉 lnkd.in/gph9vddz #climatechange #Urban #AI #climate #cloudcomputing #riskassessment #bigdata #SDG #resilience #earthobservation #remotesensing #GIS #GeoAI #sustainability

📢 Big data, sound science, lasting impact: A framework for passive acoustic monitoring 👉 doi.org/10.1080/2096... 💌 #SoundCoop #cyberinfrastructure #marine #sound #ocean #marineecology #oceanography #FAIR #openscience #AI #deepsea #geoscience #remotesensing #bigdata #acousticdata #opendata #software

📢 Towards an AI Cube for EO data inference in a distributed infrastructure 👉 doi.org/10.1080/2096... 💌 #datacube #geoprocessing #GeoAI #AI #OGE #SpatialDataInfrastructure #SDI #remotesensing #earthobservation #GIS #deeplearning #GIServices #Earthscience #informationsystem #WebGIS

📢 Big Earth Data for Sustainable Development: Open Data and Software Innovation 👉 lnkd.in/guHSsWeb 💞 Guest Advisors: Gregory Giuliani @greggiuliani.bsky.social uliani.bsky.social & Alexander Kmoch @allixender.bsky.social #remotesensing #GIS #BigData #SDGs #GeoAI #opendata #opentool #FAIR

📢Geo-Disasters: Geocoding climate-related events in the international #disaster database EM-DAT by Khalil Teber and Miguel D. Mahecha (‪@miguelmahecha.bsky.social‬) et al. 👉 doi.org/10.1080/2096... #Climate #hazard #EM-DAT #machinelearning #risk #geocoding #opendata #remotesensing #GIS #BigData

📢Assessing future risk of humanitarian crises using projections of climate-related hazards, population, conflict and other socioeconomic variables within the INFORM framework 👉https://doi.org/10.1080/20964471.2025.2535852 💌 #INFORM #climatechange #risk #hazard #remotesensing #GIS #SDG

📢Evaluation of ten #satellite-based and #reanalysis #precipitation datasets on a daily basis for #Czechia (2001–2021) by Daniel Paluba et al. @palubad.bsky.social 👉https://doi.org/10.1080/20964471.2025.2592444 💌 #ERA5 #timeseries #meteorology #remotesensing #earthobservation #GIS #opendata

📢 [Review Article] Geospatial data and workflows for environmental and sustainability compliance reporting: including the private sector 👉 doi.org/10.1080/2096... #EU #CSRD #ESRS #SFDR #EUDR #EarthObservation #GIS #remotesensing #SDG #governance #sustainability #GeoAI

📢 An introduction to the OGC/ISO coverage and datacube standard for modeling multi-dimensional, spatio-temporal Big Data by Peter Baumann 👉https://doi.org/10.1080/20964471.2025.2585732 💌 #ISO #OGC #standard #datacube #standard #rasdaman #digitalearth #geoscience #remotesensing #BigData #INSPIRE

📢 Call for Papers: 10th Anniversary Special Issue of Big Earth Data! ❤️ vvrl.cc/wvly8a 🤩Submit your work to shape the next era of Earth data science! #BigEarthData #EarthScience #spacescience #sustainability #digitalearth #AIforEarth #SDGs #DataInfrastructure #Earthobservation #AI #digitaltwin

Read the article “Towards a Global Ground-Based Earth Observatory” 📖 Y.H. de Roeck, Euro-Argo ERIC Office's DG, co-authored it, citing Euro-Argo as key to leveraging Earth observations. 👉 doi.org/10.1080/2096... #OceanScience #Argofloats @wmo-global.bsky.social @acccflagship.bsky.social @helsinki.fi

Towards a Global Ground-Based Earth Observatory (GGBEO): Leveraging existing systems and networks

To tackle the planetary environmental and climate crisis and meet the United Nations’ Sustainable Development Goals (SDGs), we must fully leverage the potential of Earth observations (EO). This inv...

doi.org

📢 [Technical Note] An interactive toolkit based on Google Earth Engine for visual interpretation and analysis of land cover and land cover changes 👉https://doi.org/10.1080/20964471.2025.2608464 #GEE #Toolkit #landcover #remotesensing #earthobservation #GIS #visualization #landuse

New paper | A digital twin approach for the identification and update of ecological infrastructure This technical note presents a reproducible and automated approach for supporting land management and planning by identifying and updating ecological infrastructure doi.org/10.1080/2096...

A digital twin approach for the identification and update of ecological infrastructure

Addressing the global environmental crisis necessitates coordinated efforts, supported by open and reproducible research practices. Such practices aim to enhance the reliability, efficiency, and cr...

doi.org

📢 Deriving peri-urban settlement typologies from Landsat time series analysis: the case study of #Mankweng and environs (South Africa) 👉 doi.org/10.1080/2096... #satellite #periurban #settlement #SouthAfrica #Landsat #landuse #landcover #SDGs #remotesensing #GIS #cartography #geovisualisation

📢 A transformer-based multi-feature fusion method for detecting traffic events using Twitter data 👉 doi.org/10.1080/2096... 💌 #traffic #urban #Twitter #remotesensing #GIS #dataanalysis #BigData #deeplearning #urbanmobility #transportation #humanmobility #smartcity #digitaltwin #GeoAI

📢Artificial intelligence-driven #precipitation #downscaling and projections over #Thailand using #CMIP6 climate models 👉https://doi.org/10.1080/20964471.2025.2547500 💌 #AI #DyNN-Mem #LSTM #CNN #Deeplearning #machinelearning #CMIP6 #hydrology #climatechange #remotesensing #WaterResources

💞 🎄 💞 🎄💞This holiday season, we send our heartfelt thanks to our amazing editors, authors, reviewers, and readers. We’re so excited to keep collaborating with you in 2026! Wishing you a warm, joyful Christmas and a New Year full of peace, happiness, and wonderful new opportunities.🌸 🍀 🌸🍀 🌸