Publications

Supria Sarkar, Vasit Sagan, Sourav Bhadra, Felix B. Fritschi (2024). Spectral enhancement of PlanetScope using Sentinel-2 images to estimate soybean yield and seed composition. Scientific Reports.

Boubacar Gano, Sourav Bhadra, Justin M. Vilbig, Nurzaman Ahmed, Vasit Sagan, Nadia Shakoor (2024). Drone-based imaging sensors, techniques, and applications in plant phenotyping for crop breeding: A comprehensive review. The Plant Phenome Journal.

Vasit Sagan, Roberto Coral, Sourav Bhadra, Alifu Haireti, Omar Al Akkad, Aviskar Giri, Flavio Esposito (2024). Hyperfidelis: A Software Toolkit to Empower Precision Agriculture with GeoAI. Remote Sensing.

Sourav Bhadra, Vasit Sagan, Supria Sarkar, Maxwell Braud, Todd C. Mockler, Andrea L. Eveland D (2024). PROSAIL-Net: A transfer learning-based dual stream neural network to estimate leaf chlorophyll and leaf angle of crops from UAV hyperspectral images. ISPRS Journal of Photogrammetry and Remote Sensing.

Sourav Bhadra, Vasit Sagan, Juan Skobalski, Fernando Grignola, Supria Sarkar, Justin Vilbig (2023). End-to-end 3D CNN for plot-scale soybean yield prediction using multitemporal UAV-based RGB images. Precision Agriculture.

Supria Sarkar, Vasit Sagan, Sourav Bhadra, Kristen Rhodes, Meghnath Pokharel, Felix B. Fritschi (2023). Soybean seed composition prediction from standing crops using PlanetScope satellite imagery and machine learning. ISPRS Journal of Photogrammetry and Remote Sensing.

Canh Nguyen, Vasit Sagan, Sourav Bhadra, Stephen Moose (2023). UAV Multisensory Data Fusion and Multi-Task Deep Learning for High-Throughput Maize Phenotyping. Remote Sensing.

Sourav Bhadra, Vasit Sagan, Canh Nguyen, Maxwell Braud, Andrea L. Eveland, Todd C. Mockler (2022). Automatic Extraction of Solar and Sensor Imaging Geometry from UAV-borne Push-broom Hyperspectral Camera. In ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences.

Mashoukur Rahaman, Md Manjur Morshed, Sourav Bhadra (2022). An integrated machine learning and remote sensing approach for monitoring forest degradation due to Rohingya refugee influx in Bangladesh. Remote Sensing Applications: Society and Environment.

Sourav Bhadra, Ruopu Li, Di Wu, Guangxing Wang, Banafsheh Rekabdar (2021). Assessing the impacts of anthropogenic drainage structures on hydrologic connectivity using high-resolution digital elevation models. Remote Sensing Applications: Society and Environment.