activity
20232025
most citedSoil Organic Carbon Estimation from Climate-related Features with Graph Neural Network

2 citations · 5 across the 9 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2025

Data-Driven Soil Organic Carbon Sampling: Integrating Spectral Clustering with Conditioned Latin Hypercube Optimization

Weiying Zhao, Aleksei Unagaev, Natalia Efremova

Soil organic carbon (SOC) monitoring often relies on selecting representative field sampling locations based on environmental covariates. We propose a novel hybrid methodology that…

cs.LG2023★ 2 cited

Soil Organic Carbon Estimation from Climate-related Features with Graph Neural Network

Weiying Zhao, Natalia Efremova

Soil organic carbon (SOC) plays a pivotal role in the global carbon cycle, impacting climate dynamics and necessitating accurate estimation for sustainable land and agricultural ma…