4 papers
FARM: Fine-Tuning Geospatial Foundation Models for Intra-Field Crop Yield Regression
Shayan Nejadshamsi, Yuanyuan Zhang, Shadi Zaki +3
Accurate and timely crop yield prediction is crucial for global food security and modern agricultural management. Traditional methods often lack the scalability and granularity req…
Strategic Investment to Mitigate Transition Risks
Jiayue Zhang, Tony S. Wirjanto, Lysa Porth +1
This paper investigates strategic investments needed to mitigate transition risks, particularly focusing on sectors significantly impacted by the shift to a low-carbon economy. It…
Joint Liability Model with Adaptation to Climate Change
Jiayue Zhang, Ken Seng Tan, Tony S. Wirjanto +1
This paper extends the application of ESG score assessment methodologies from large corporations to individual farmers' production, within the context of climate change. Our propos…
Navigating Uncertainty in ESG Investing
Jiayue Zhang, Ken Seng Tan, Tony S. Wirjanto +1
The widespread confusion among investors regarding Environmental, Social, and Governance (ESG) rankings assigned by rating agencies has underscored a critical issue in sustainable…