Modeling

Knowledge-Guided Graph Machine Learning for Spatially Distributed Prediction of Daily Discharge and Nitrogen Export Dynamics

Type: Publication

Themes: Sustainability

Keywords: AI/ML, Modeling, Nitrogen, Water

Crop Models: Integrating Systems from the Molecular to Global for Agricultural Productivity and Sustainability

Type: Publication

Themes: Feedstock Production

Keywords: Modeling, Review

Dataset for “Climatic and Socioeconomic Drivers of Water Use and Their Spatio-Temporal Patterns for Small and Mid-Sized Cities in the Contiguous United States”

Type: Dataset

Themes: Sustainability

Keywords: Modeling, Water

Yield From Iowa’s First Commercial Miscanthus Fields: Implications of Spatial Variability for Productivity and Sustainability Beyond Research Plots

Type: Publication

Themes: Feedstock Production, Sustainability

Keywords: Economics, Field Data, Land Management, Marginal Land, Miscanthus, Modeling, Remote Sensing, Yield

Metabolic Flux and Resource Balance in the Oleaginous Yeast Rhodotorula toruloides

Type: Publication

Themes: Conversion

Keywords: Genetics, Metabolomics, Modeling, Proteomics

Data for Supplementing Biofuel Mandates with a Carbon Mitigation Policy Can Lead to Water Quality Co-Benefits

Type: Dataset

Themes: Sustainability

Keywords: Biofuels, Carbon, Modeling, Water

Artificial Neural Networks Estimate Evapotranspiration for Miscanthus × giganteus as Effectively as Empirical Model but with Fewer Inputs

Type: Publication

Themes: Sustainability

Keywords: AI/ML, Miscanthus, Modeling

Designing Cost-Effective Carbon Payments to Induce Cellulosic Feedstock Production for Sustainable Aviation Fuel

Type: Publication

Themes: Sustainability

Keywords: Carbon, Modeling, Policy, Sustainable Aviation Fuel

DayCent MUVP Model Calibrated for the Simulation of Bioenergy Crops Grown on Set-aside Land in the US

Type: Dataset

Themes: Sustainability

Keywords: Carbon, Modeling, Nitrogen

Clumping Index Estimation With 30°-tilted Cameras in Row Crops: Evaluation of Methods and Segment Size Effects

Type: Publication

Themes: Sustainability

Keywords: Modeling

Environmental Factors have a Greater Influence on Photosynthetic Capacity in C4 Plants than Biochemical Subtypes or Growth Forms

Type: Publication

Themes: Feedstock Production

Keywords: Modeling, Photosynthesis, Sorghum

rtRBA: R. toruloides Resource Balance Analysis Model

Type: Dataset

Themes: Conversion

Keywords: Metabolomics, Modeling, Proteomics

Greenhouse Gas Accounting Procedures in Low Carbon Fuel Policies Overlook the Spatial Variability of Miscanthus-Derived Sustainable Aviation Fuel

Type: Dataset

Themes: Sustainability

Keywords: Economics, Modeling, Sustainable Aviation Fuel

Coarse-Grained S. cerevisiae Model

Type: Dataset

Themes: Conversion

Keywords: Metabolomics, Modeling

Modeling Plant Nutrient Acquisition Strategies Alters Projections of Carbon and Nitrogen Dynamics in Bioenergy Agroecosystems

Type: Publication

Themes: Sustainability

Keywords: Carbon, Modeling, Nitrogen, Plant-Soil Microbiome