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Sourav Bhadra
Sourav Bhadra
Data Scientist, Bayer Crop Sciences
Verifierad e-postadress på bayer.com - Startsida
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Early detection of plant viral disease using hyperspectral imaging and deep learning
C Nguyen, V Sagan, M Maimaitiyiming, M Maimaitijiang, S Bhadra, ...
Sensors 21 (3), 742, 2021
1272021
Field-scale crop yield prediction using multi-temporal WorldView-3 and PlanetScope satellite data and deep learning
V Sagan, M Maimaitijiang, S Bhadra, M Maimaitiyiming, DR Brown, ...
ISPRS journal of photogrammetry and remote sensing 174, 265-281, 2021
962021
Quantifying leaf chlorophyll concentration of sorghum from hyperspectral data using derivative calculus and machine learning
S Bhadra, V Sagan, M Maimaitijiang, M Maimaitiyiming, M Newcomb, ...
Remote Sensing 12 (13), 2082, 2020
582020
Data-driven artificial intelligence for calibration of hyperspectral big data
V Sagan, M Maimaitijiang, S Paheding, S Bhadra, N Gosselin, M Burnette, ...
IEEE Transactions on Geoscience and Remote Sensing 60, 1-20, 2021
252021
UAV multisensory data fusion and multi-task deep learning for high-throughput maize phenotyping
C Nguyen, V Sagan, S Bhadra, S Moose
Sensors 23 (4), 1827, 2023
122023
A Fully Automated and Fast Approach for Canopy Cover Estimation Using Super High-Resolution Remote Sensing Imagery
M Maimaitijiang, V Sagan, S Bhadra, C Nguyen, TC Mockler, N Shakoor
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2021
82021
An objective assessment of walkability in Khulna City: A GIS based approach
S Bhadra, AKMT Sazid, M Esraz-Ul-Zannat
2015 3rd International Conference on Green Energy and Technology (ICGET), 1-5, 2015
62015
An integrated machine learning and remote sensing approach for monitoring forest degradation due to Rohingya refugee influx in Bangladesh
M Rahaman, MM Morshed, S Bhadra
Remote Sensing Applications: Society and Environment 25, 100696, 2022
52022
Assessing the impacts of anthropogenic drainage structures on hydrologic connectivity using high‐resolution digital elevation models
S Bhadra, R Li, D Wu, G Wang, B Rekabdar
Transactions in GIS 25 (5), 2596-2611, 2021
52021
End-to-end 3D CNN for plot-scale soybean yield prediction using multitemporal UAV-based RGB images
S Bhadra, V Sagan, J Skobalski, F Grignola, S Sarkar, J Vilbig
Precision Agriculture, 1-31, 2023
32023
PROSAIL-Net: A transfer learning-based dual stream neural network to estimate leaf chlorophyll and leaf angle of crops from UAV hyperspectral images
S Bhadra, V Sagan, S Sarkar, M Braud, TC Mockler, AL Eveland
ISPRS Journal of Photogrammetry and Remote Sensing 210, 1-24, 2024
22024
Automatic extraction of solar and sensor imaging geometry from UAV-borne push-broom hyperspectral camera
S Bhadra, V Sagan, C Nguyen, M Braud, AL Eveland, TC Mockler
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2022
22022
Soybean seed composition prediction from standing crops using PlanetScope satellite imagery and machine learning
S Sarkar, V Sagan, S Bhadra, K Rhodes, M Pokharel, FB Fritschi
ISPRS Journal of Photogrammetry and Remote Sensing 204, 257-274, 2023
12023
A GIS Based Walkability Measurement within the Built Environment of Khulna City, Bangladesh
S Bhadra, AKMT Sazid, M Esraz-Ul-Zannat
Journal of Bangladesh Institute of Planners ISSN 2075, 9363, 2015
12015
Drone‐based imaging sensors, techniques, and applications in plant phenotyping for crop breeding: A comprehensive review
B Gano, S Bhadra, JM Vilbig, N Ahmed, V Sagan, N Shakoor
The Plant Phenome Journal 7 (1), e20100, 2024
2024
Hyperfidelis: A Software Toolkit to Empower Precision Agriculture with GeoAI
V Sagan, R Coral, S Bhadra, H Alifu, O Al Akkad, A Giri, F Esposito
Remote Sensing 16 (9), 1584, 2024
2024
Estimating corn plant nitrogen content from hyperspectral images acquired using UAV and LeafSpec in the field
JC Tovar, T Mulford, SV Mirnezami, D Ma, S Bhadra, NH Ghalehjegh, ...
Authorea Preprints, 2023
2023
Raster4ML: A Geospatial Raster Processing Library for Machine Learning
S Bhadra, V Sagan
AGU Fall Meeting Abstracts 2022, IN12B-0261, 2022
2022
Extraction of PROSAIL-simulated Spectra from Multi-angular UAV Observations: Application for Leaf Angle Estimation
S Bhadra, V Sagan, A Eveland, T Mockler
Authorea Preprints, 2022
2022
Maize Phenotyping Using UAV-borne Hyperspectral, LiDAR, and Thermal Data Fusion and Machine Learning.
C Nguyen, V Sagan, S Bhadra, M Maimaitijiang, S Moose
AGU Fall Meeting Abstracts 2021, H51H-09, 2021
2021
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