Environmental Data Science

New article! One stone three birds: Three-dimensional implicit neural network for compression and continuous representation of multi-altitude climate data 👉cup.org/4wbBDm3 ✍️Alif Bin Abdul Qayyum, Xihaier Luo, Nathan M. Urban, Xiaoning Qian & Byung-Jun Yoon #climate

Recent article! Explainable machine learning highlights the role of diffuse radiation in ecosystem carbon uptake of boreal forest 👉cup.org/4wIPNLh ✍️Topi Markus Laanti, Aino Aarne, Maxime Durand et al. @MarkkuKulmala1 @lintunen_anna  #machinelearning #borrealforest

New article! Calibrated conformal prediction intervals for microphysical process rates 👉cup.org/4w0sooz ✍️Miriam Simm, Corinna Hoose and Tom Beucler #cloud #microphysics #conformalprediction #machinelearning

New article! Precipitation nowcasting of satellite data using physically aligned neural networks 👉cup.org/4wfMkDp ✍️Antônio Catão, Leonardo Voltarelli, Melvin Poveda and Paulo Orenstein (@IMPAOficial) #precipitation #data #satellitedata #neuralnetworks #nowcasting

New article! Correcting dry/wet classification bias in precipitation downscaling via generative adversarial networks 👉 cup.org/4ugXdUr ✍️Shivam Singh, @SimonPapalexiou, Hebatallah M. Abdelmoaty, @tom_hartvigsen & @AntoniosMamala2 #data #generativemodels #precipitation

New article! Assessing the risk of future Dunkelflaute events for Germany using generative deep learning 👉cup.org/4nEHj4c ✍️ Felix Strnad, Jonathan Schmidt, Fabian Mockert, Philipp Hennig & @nnludwig (@uni_tue) #CMIP6 #renewableenergy #generativeAI #climate

Recently published! How reliable are retrieval-augmented and standard ChatGPT models to support flood susceptibility mapping? 👉cup.org/4uoQb0F ✍️@pourzangbar and @Mario_J_Franca #ChatGPT #LLMs #floods #machinelearning

Recently published! Data-driven discovery of meteotsunami patterns from sparse observations 👉 cup.org/4wcgN6l ✍️Ardiansyah Fauzi, Emiliano Renzi, @FredericDiasUCD, Daniel Santiago Pelaez-Zapata & @koksikt #data #meteotsunami #coastalhazard

Recent article! Detecting unique wind field features in hurricane Sandy from topological data maps 👉 cup.org/3OEfL25 ✍️Justin Hoffmeier (@FLPolyU) Part of the Connecting Data-Driven and Physical Approaches special issue #weather #cyclones #wind #dataanalysis

New article! Language models for the analysis of and interaction with climate change documents 👉 bit.ly/48RjC1W ✍️ Elena Volkanovska (@linglitTUDA) Part of the Tackling Climate Change with Machine Learning special issue #climatechange #MachineLearning

Calling all @BritishEcolSoc #BES2025 attendees! Visit @CambridgeUP at booth L15 in the Lennox Suite on floor -2 to find out more about Environmental Data Science journal and how to publish your research #openaccess! Have a great conference! #ecology #environment #data

New article! Using Gaussian processes for spatial prediction of PM2.5 concentration based on calibrated data from distributed low-cost sensor networks 👉 bit.ly/496Ty42 ✍️Lillian Muyama, @sserurichx, @OkureDo & @iBaino #airquality #airpollution @AirQoProject

New article! Prediction and uncertainty quantification of drought in North Benin 👉bit.ly/3Xhrrsc By authors from @UM6P_officiel, @IFDCGlobal & @uacbenin Part of the Tackling Climate Change with Machine Learning special issue #climatechange #drought #MachineLearning

📢CALL FOR PAPERS! Solution-Based #DataScience for #Environmental #Biology Challenges A special collection with @CU_ESIIL to advance data-intensive approaches to better understand today's environmental challenges 🗓️1 March-31 May 2026 ℹ️bit.ly/4q0b68m #TippingPoints

New article! From winter storm thermodynamics to wind gust extremes: discovering interpretable equations from data 👉 bit.ly/4oPzZSN ✍️ Frederick Iat-Hin Tam, Fabien Augsburger & Tom Beucler (@FGSE_UNIL) @Climformatics #CI2025 #thermodynamics #wind #windgusts

📢 CALL FOR PAPERS: Last day to submit! Connecting Data-Driven and Physical Approaches: Application to Climate Modeling and Earth System Observation A special collection building upon a workshop at #EGU25. ⏰ 31 October 2025 ℹ️ bit.ly/4k09cBu @brajard #climate #AI

📢 CALL FOR PAPERS: Closing soon! Connecting Data-Driven and Physical Approaches: Application to Climate Modeling and Earth System Observation A special collection building upon a workshop at #EGU25. ⏰ 31 October 2025 ℹ️ bit.ly/4k09cBu @brajard #climate #AI

New article! Graph neural networks for hourly precipitation projections at the convection permitting scale with a novel hybrid imperfect framework 👉 bit.ly/46RPjIF ✍️ Valentina Blasone,@ErikaCoppolaE, Guido Sanguinetti, Viplove Arora, @SerafinaDiG & Luca Bortolussi

📢Solution-Based #DataScience for #Environmental #Biology Challenges Announcing a new Call for Papers with @CU_ESIIL to advance data-intensive approaches to better understand today's environmental challenges: ℹ️bit.ly/4q0b68m #TippingPoints #Resilience #Adaptation

📢 CALL FOR PAPERS: Connecting Data-Driven and Physical Approaches: Application to Climate Modeling and Earth System Observation Only 1 month left to submit to this special collection building upon a workshop at #EGU25. ℹ️ bit.ly/4k09cBu @brajard #climate #AI