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Representing agriculture in Earth System Models: approaches and priorities for development
S S McDermid1, L O Mearns2, A C Ruane3
1Dept. of Environmental Studies, New York University, New York, NY, USA.
Earth System Models (ESMs) are improving their representation of global agriculture, a major climate forcing. Research highlights key agriculture-climate interactions and suggests areas for enhanced model development, like irrigation and biogeochemical cycling.
Area of Science:
- Climate Science
- Earth System Science
- Agricultural Science
Background:
- Global agriculture significantly impacts climate, contributing nearly 30% of greenhouse gas emissions.
- Modern agriculture demands substantial resources (fertilizer, water, land) and presents uncertainties in climate interactions.
- Agriculture is increasingly explored as a carbon sink, with a focus on sustainable intensification.
Purpose of the Study:
- To review current approaches for representing agriculture in Earth System Models (ESMs).
- To highlight identified agriculture-climate interactions, uncertainties, and model limitations.
- To suggest future research directions for improving agricultural representations in ESMs.
Main Methods:
- Review of diverse ESM approaches, from idealized representations to coupled climate-crop models.
- Analysis of modeling efforts to identify robust agriculture-climate interactions and responses.
- Identification of uncertainties and limitations in current ESM agricultural components.
Main Results:
- ESMs increasingly incorporate agricultural land-use and management, crucial for climate forcing.
- Modeling reveals significant agriculture-climate interactions, including energy balance and biogeochemical cycling.
- Existing models show limitations in representing complex processes like irrigation and nutrient cycling.
Conclusions:
- Coordinated assessments and benchmarking are vital for advancing ESM agricultural representations.
- Future model development should prioritize incorporating irrigation and detailed biogeochemical cycling.
- Further research is needed to address critical questions in agriculture-climate feedback modeling.
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