Session SSS7.2

More info: meetingorganizer.copernicus.org/EGU26/sessio... #RemoteSensing #ProximalSensing #SoilMonitoring #SoilMapping #SpectralScience #UAV #EarthObservation #SAR #LiDAR #MachineLearning #DataFusion #NatureBasedSolutions #InnovationInSoils #FromWasteToSolution #GreenTechnology #Drone #SmartSoils

Kriging Prior Regression Boosts Soil Mapping Accuracy with TabPFN

Kriging prior Regression (KpR) paired with TabPFN boosted soil mapping accuracy, raising R² by about 30% across six LimeSoDa field datasets of organic carbon, clay and pH. getnews.me/kriging-prior-regression... #soilmapping #tabpfn #kriging

#SoilScience #GeospatialDataScience #PhosphorusSustainability #MachineLearning #SoilMapping #EnvironmentalScience #ResearchToAction

Soil property maps for Europe at 100 m resolution will inform forest management and policies - HoliSoils Forest soils provide important ecosystem services, such as biodiversity support, nutrient cycling, carbon sequestration, water regulation and erosion control.

🔎 Have a look at this post on the HoliSoils website describing the process of developing these maps ➡️ holisoils.eu/soil-propert...

@niels-batjes.bsky.social | #SoilHealth | #SoilMapping

Soil property maps for Europe at 100 m resolution will inform forest management and policies - HoliSoils Forest soils provide important ecosystem services, such as biodiversity support, nutrient cycling, carbon sequestration, water regulation and erosion control.

Soil property maps for Europe at 100 m resolution released by ISRIC - World Soil Information in the framework of the EU HoliSoils project to inform forest management and policies.
holisoils.eu/soil-propert...
🧪🌍👇🌲🌳
#soilscience #soilhealth #soilmapping #forestsoil

A landscape-scale view of soil organic matter dynamics - Nature Reviews Earth & Environment Soil carbon cycling is closely linked with landscape complexities in soil properties, climate and land use. This Perspective outlines how soil formation theory could provide insight on landscape-scale...

"A landscape-scale view of soil organic matter dynamics" by Doetterl et al. (2025) outlines how understanding soil formation processes and complexity at the landscape scale can inform predictions of SOM cycling and SOC sequestration
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www.nature.com/articles/s43...
#soilscience #soilmapping