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Kaiyu Guan
University of Illinois Urbana-ChampaignMeeting roles in:
Climate Shapes Asymmetric Biophysical and Economic Outcomes of Large-Scale Agrivoltaics
Knowledge-Guided Graph Machine Learning Enables High-Resolution Nitrogen Transport Modeling in the Upper Mississippi River Basin
Spatiotemporal Changes and Driving Factors of Riverine Nutrient Export at HUC12 Scale in the Mississippi/Atchafalaya River Basin
Quantifying the Impact of Tile Drainage and Bioenergy Feedstock Production on Water Budget with Integrated Surface-Subsurface Hydrological Modeling
A Hybrid Modeling and Digital Twin Framework for Field-Scale Water and Nutrient Dynamics of Tile Drainage Systems
Modeling paddy rice growth and fluxes of CH4 and CO2 using the ecosys model
Digital Twins and GeoAI: Revolutionizing the Future of Sustainable Agriculture
Remote Sensing for Sustainable Agriculture I Oral
Real-Time U.S. Crop-Type Forecasting at 30 m Using Expert-Tiled Mixture Models
Spatiotemporal Patterns and Driving Factors of Event-scale Nitrate Concentration and Discharge Relationship in the Upper Mississippi River Basin
Monitoring Rice Photosynthesis Under Contrasting Water Management Conditions with Near-Surface Hyperspectral Sensing
Remote Sensing for Sustainable Agriculture II Oral
Improving Simulation of Soybean Canopy Photosynthesis by Incorporating Realistic 3D Canopy Structure
Remote Sensing for Sustainable Agriculture III Poster
Cross-scale Multi-task Deep Learning for Tillage Practice Monitoring using Multi-Source Remote Sensing Observations
Spatiotemporal Yield Estimation of Four Major Crops in Canadian Prairies using Remote Sensing and Environmental Data
Monitoring Phenotypic Variation Across Diverse Cover Crop Species and Assessing Their Impacts on Subsequent Corn Production via Airborne-Satellite Cross-Scale Sensing
From Predictions to Patterns with AI: A Differentiable SPARROW Framework for Improved Water Quality Prediction and Attribution
Water, Agriculture, and Conservation: Sustaining Agricultural Production and Healthy Watersheds I Oral
Water, Agriculture, and Conservation: Sustaining Agricultural Production and Healthy Watersheds II Oral
Modeling watershed nitrogen loss responses to cover cropping in the Upper Mississippi River Basin
Developing a Targeted Conservation Framework for Nitrogen Loss Reduction Based on Watershed Typology in the Upper Mississippi River Basin
A Phenology-Aligned Multi-Task Temporal Fusion Framework for Satellite-Based Seasonal Rice Yield Estimation in Southeast Asia
Enhancing Cropland Waterlogging Detection in the Prairie Pothole Region with Deep-Learning-based Large-Scale Segmentation of PlanetScope Imagery
Monitoring Crop Nitrogen Status Across the US Corn Belt Using Airborne-Satellite Cross-Scale Sensing
Water, Agriculture, and Conservation: Sustaining Agricultural Production and Healthy Watersheds III Poster
VPD-induced yield loss in U.S. cotton and potential for its mitigation
Sustainable Agriculture and Climate Change: Toward Decarbonization of Agrifood Systems I Oral
Bridging Spatial Gaps in Crop Yield Mapping to Support Climate-Resilient Agriculture via Knowledge-Guided Graph Neural Networks
Modeling the major bioenergy crop Miscanthus in an agroecosystem model (Ecosys)
Agricultural Ammonia Emissions and Source Attribution over the Conterminous United States
Sustainable Agriculture and Climate Change: Toward Decarbonization of Agrifood Systems II Poster
Minimal sampling, maximum insight: A deep learning BRIDGE framework for regional carbon assessment
Investigating Tile Drainage Impacts on Hydrological Connectivity and River Flashiness in Agricultural Watersheds of the U.S. Midwest by Integrated Surface-Subsurface Hydrological Modeling
NASA Acres and the Essential Agriculture Variables: Contributions and Collaborations toward a Globally-Consistent, Site-Relevant Agricultural Knowledge System
Unveiling the role of groundwater in hydrology and nitrate transport: insights from model structure intercomparison over an agricultural watershed in the U.S. Corn Belt
The impact of biomass on the performance of remote sensing-based detection of cover crops in the Mid-Atlantic
Improving Simulation of Soybean Canopy Photosynthesis by Incorporating Realistic 3D Canopy Structure
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