default author photo

Jadunandan Dash

University of Southampton

Southampton Business School

Southampton

United Kingdom

  • University of Southampton

SCHOLARLY PAPERS

4

DOWNLOADS

303

TOTAL CITATIONS

9

Scholarly Papers (4)

Actions:
Email selected abstracts
1.

Improving Generalisability and Transferability of Machine-Learning-Based Maize Yield Prediction Model Through Domain Adaptation

Number of pages: 41 Posted: 28 May 2022
Rhorom Priyatikanto, Yang Lu, Jadunandan Dash and Justin Sheffield
University of Southampton, University of Southampton, University of Southampton and University of Southampton
Downloads 110 (640,165)
Citation 8

Abstract:

Loading...

yield prediction, MACHINE LEARNING, generalisability, transferability, domain adaptation

2.

Not Just a Pretty Picture: Mapping Leaf Area Index at 10m Resolution Using Sentinel-2

Number of pages: 65 Posted: 22 Feb 2024
Richard Fernandes, Gang Hong, Luke Brown, Jadunandan Dash, Kate Harvey, Camryn MacDougall, Courtney Meier, Harry Morris, Hemit Shah and Abhay Sharma
Natural Resources Canada, Natural Resources Canada, University of Salford, University of Southampton, Natural Resources Canada, Natural Resources Canada, affiliation not provided to SSRN, National Physical Laboratory, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 87 (759,537)

Abstract:

Loading...

Keywords: Sentinel-2, leaf area index, downscaling, validation

3.

Towards Consistent Carbon Monitoring: The Role of Satellite Resolution and Process-Informed Machine Learning in Terrestrial Carbon Cycle Modelling

Number of pages: 19 Posted: 15 Jul 2025
Songyan Zhu, Wenquan Dong, Jian Xu, Edward Mitchard, Qiaoyun Xie, Vasileios Myrgiotis, Zhonghua Zheng, Man Chen, Casey M. Ryan and Jadunandan Dash
University of Southampton, Lund University, Chinese Academy of Sciences (CAS) - Beijing Branch, Space Intelligence, The University of Western Australia, UK Centre for Ecology & Hydrology, The University of Manchester, affiliation not provided to SSRN, University of Edinburgh and University of Southampton
Downloads 64 (924,743)

Abstract:

Loading...

Satellite spatial resolution, Process-informed machine learning modelling, Eddy covariance flux upscaling, Terrestrial carbon cycles

4.

Innovative Spectral Characterisation of Beached Pelagic Sargassum Towards Remote Estimation of Biochemical and Phenotypic Properties

Number of pages: 25 Posted: 05 Jun 2023
Yanna Alexia Fidai, Carla Machado, Victoria Dominguez Almela, Hazel Oxenford, Philip-Neri Jayson-Quashigah, Thierry Tonon and Jadunandan Dash
University of Southampton, University of York, University of Southampton, University of the West Indies (Mona), University of Ghana, University of York and University of Southampton
Downloads 42 (1,157,785)
Citation 1

Abstract:

Loading...

macroalgae, remote sensing, marine ecosystems, coastal management, Sargassum