Sourav Bhadra

Geospatial Research (United Kingdom) — United Kingdom

Environmental Science · Physical Sciences

10h-index858citations19works43.32yr avg
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Research Topics

Remote Sensing in Agriculture(15), Smart Agriculture and AI(8), Spectroscopy and Chemometric Analyses(5), Leaf Properties and Growth Measurement(5), Remote Sensing and LiDAR Applications(3)

Publications19 total

Spectral enhancement of PlanetScope using Sentinel-2 images to estimate soybean yield and seed composition
Scientific Reports·2024· 5 citedOpen Access
Hyperfidelis: A Software Toolkit to Empower Precision Agriculture with GeoAI
Remote Sensing·2024· 4 citedOpen Access
Drone‐based imaging sensors, techniques, and applications in plant phenotyping for crop breeding: A comprehensive review
The Plant Phenome Journal·2024· 90 citedOpen Access
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·2024· 74 citedOpen Access
End-to-end 3D CNN for plot-scale soybean yield prediction using multitemporal UAV-based RGB images
Precision Agriculture·2023· 34 citedOpen Access
Estimating corn plant nitrogen content from hyperspectral images acquired using UAV and LeafSpec in the field
2023Open Access
Soybean seed composition prediction from standing crops using PlanetScope satellite imagery and machine learning
ISPRS Journal of Photogrammetry and Remote Sensing·2023· 20 citedOpen Access
UAV Multisensory Data Fusion and Multi-Task Deep Learning for High-Throughput Maize Phenotyping
Sensors·2023· 52 citedOpen Access
AUTOMATIC EXTRACTION OF SOLAR AND SENSOR IMAGING GEOMETRY FROM UAV-BORNE PUSH-BROOM HYPERSPECTRAL CAMERA
ISPRS annals of the photogrammetry, remote sensing and spatial information sciences·2022· 4 citedOpen Access
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·2022· 8 cited
Extraction of PROSAIL-simulated Spectra from Multi-angular UAV Observations: Application for Leaf Angle Estimation
2021Open Access
Data-Driven Artificial Intelligence for Calibration of Hyperspectral Big Data
IEEE Transactions on Geoscience and Remote Sensing·2021· 43 citedOpen Access
Assessing the impacts of anthropogenic drainage structures on hydrologic connectivity using high‐resolution digital elevation models
Transactions in GIS·2021· 11 cited
A FULLY AUTOMATED AND FAST APPROACH FOR CANOPY COVER ESTIMATION USING SUPER HIGH-RESOLUTION REMOTE SENSING IMAGERY
ISPRS annals of the photogrammetry, remote sensing and spatial information sciences·2021· 7 citedOpen Access
Field-scale crop yield prediction using multi-temporal WorldView-3 and PlanetScope satellite data and deep learning
ISPRS Journal of Photogrammetry and Remote Sensing·2021· 161 cited
Early Detection of Plant Viral Disease Using Hyperspectral Imaging and Deep Learning
Sensors·2021· 258 citedOpen Access
Enhancing Drainage Delineation Using High-resolution Terrain Data Model and Geospatial Artificial Intelligence
AGU Fall Meeting Abstracts·2020
Quantifying Leaf Chlorophyll Concentration of Sorghum from Hyperspectral Data Using Derivative Calculus and Machine Learning
Remote Sensing·2020· 83 citedOpen Access
An objective assessment of walkability in Khulna City: A GIS based approach
2015· 4 cited

Frequent Co-authors

Vasit Sagan(14), Todd C. Mockler(6), Maitiniyazi Maimaitijiang(5), Canh Nguyen(4), Matthew Maimaitiyiming(4), Nadia Shakoor(4), Supria Sarkar(4), Felix Fritschi(3), Andrea L. Eveland(3), Justin M. Vilbig(2), Maria Newcomb(2), Max Braud(2), Di Wu(2), Misha T. Kwasniewski(1), Davis Brown(1), Paheding Sidike(1), Boubacar Gano(1), Nurzaman Ahmed(1), Stephen P. Moose(1), Sidike Paheding(1)