Matthew E. Carroll
Iowa Soybean Association(US)
Publications by Year
Research Areas
Smart Agriculture and AI, Remote Sensing in Agriculture, Spectroscopy and Chemometric Analyses, Soybean genetics and cultivation, Genetic Mapping and Diversity in Plants and Animals
Most-Cited Works
- → UAS-Based Plant Phenotyping for Research and Breeding Applications(2021)123 cited
- → Unoccupied aerial systems imagery for phenotyping in cotton, maize, soybean, and wheat breeding(2023)62 cited
- → Deep Multiview Image Fusion for Soybean Yield Estimation in Breeding Applications(2021)58 cited
- → High-Throughput Phenotyping in Soybean(2021)36 cited
- → Smart connected farms and networked farmers to improve crop production, sustainability and profitability(2024)23 cited
- → “Canopy fingerprints” for characterizing three-dimensional point cloud data of soybean canopies(2023)21 cited
- → Self‐supervised learning improves classification of agriculturally important insect pests in plants(2023)13 cited
- → Leveraging soil mapping and machine learning to improve spatial adjustments in plant breeding trials(2024)7 cited
- → Persistent monitoring of insect-pests on sticky traps through hierarchical transfer learning and slicing-aided hyper inference(2024)5 cited
- → Smart Connected Farms and Networked Farmers to Tackle Climate Challenges Impacting Agricultural Production(2023)2 cited