Space2Ground 2.0: A Multi-Source Dataset and Framework for Agricultural Monitoring through Fusion of Street-Level and Satellite Imagery

Publication Year: 2026

Earth System Science Data

CY-Bench: a comprehensive benchmark dataset for sub-national crop yield forecasting

Publication Year: 2026

SHRUG-FM: Reliability-Aware Foundation Models for Earth Observation

Publication Year: 2026

Translating causal models into environmental practice

Publication Year: 2026

A Causal Machine Learning approach for estimating the heterogeneous effects of fertilizer dose and timing on smallholder maize yields in...

Publication Year: 2026

Environmental Research Letters

Winter wheat improves soil carbon sequestration with reduced gains in warmer climates

Publication Year: 2026

Landscape Ecology

Causal machine learning methods for understanding land use and land cover change

Publication Year: 2026

Dimensionality Reduction for Remote Sensing Data Analysis: A Systematic Review of Methods and Applications

Publication Year: 2025

Staged Event Trees for Transparent Treatment Effect Estimation

Publication Year: 2025

Positive-Unlabeled Learning for Control Group Construction in Observational Causal Inference

Publication Year: 2025