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Casey M. Ryan

University of Edinburgh

Old College

South Bridge

Edinburgh, EH8 9JY

United Kingdom

SCHOLARLY PAPERS

4

DOWNLOADS

385

TOTAL CITATIONS

5

Scholarly Papers (4)

1.

Determinants of L-Band Backscatter in Dry Tropical Ecosystems: Implications for Biomass Mapping

Number of pages: 43 Posted: 27 Nov 2024
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Stockholm University - Stockholm Resilience Center, Universidade do Estado de Mato Grosso, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Universidade Federal do Piauí, affiliation not provided to SSRN, Universidade Federal do Ceara, affiliation not provided to SSRN, Federal University of Pará, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Bees Consultancy, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Oxford - School of Geography and Environment, Universidade do Estado de Mato Grosso, Universidade do Estado de Mato Grosso, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Space Intelligence, affiliation not provided to SSRN, Universidade do Estado de Mato Grosso, affiliation not provided to SSRN, Bees Consultancy, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Space Intelligence, affiliation not provided to SSRN, Universidade do Estado de Mato Grosso, State University of Feira de Santana, Universidade Federal do Vale do São Francisco, Universidade Federal do Vale do São Francisco, affiliation not provided to SSRN, Royal Botanic Garden Edinburgh, affiliation not provided to SSRN, affiliation not provided to SSRN, Conservation International, affiliation not provided to SSRN, Wageningen University, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Edinburgh, University of Edinburgh, affiliation not provided to SSRN, University of Leeds, University of Exeter, affiliation not provided to SSRN, University of Sheffield and University of Edinburgh
Downloads 148 (500,001)

Abstract:

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dry tropics, Forests, stem biomass, stem density, Soil properties, L-band Synthetic Aperture Radar (SAR), polarimetric decomposition, structural equation modelling

2.

Design and Performance of the Climate Change Initiative Biomass Global Retrieval Algorithm

Number of pages: 73 Posted: 18 Jul 2024
affiliation not provided to SSRN, affiliation not provided to SSRN, University of Sheffield, Aberystwyth University, Aberystwyth University, Wageningen University, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Toulouse 3, Paul Sabatier University - Laboratoire Évolution & Diversité Biologique - UMR 5174 (EDB), Japan Aerospace Exploration Agency (JAXA), Japan Aerospace Exploration Agency, Remote Sensing Technology Center of Japan, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Helsinki, University of Sheffield, University of Utah, University of Zagreb, The University of Manchester, Institute of Space Technology, affiliation not provided to SSRN, Central University of Jharkhand, University College London, Purdue University, Space Intelligence, Satellite Applications Catapult Company Ltd, University of Leeds, University of Edinburgh, affiliation not provided to SSRN, International Institute of Applied Systems Analysis (IIASA), affiliation not provided to SSRN, Ghent University, affiliation not provided to SSRN, affiliation not provided to SSRN, Bangor University and European Space Agency
Downloads 108 (649,907)
Citation 3

Abstract:

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above-ground biomass, carbon, forest, synthetic aperture radar, backscatter, Sentinel-1, ALOS-2 PALSAR-2, LiDAR, ICESat GLAS, ICESat-2 ATLAS, retrieval

3.

Multimodal Deep Learning Enables Forest Height Mapping from Patchy Spaceborne Lidar Using Sar and Passive Optical Satellite Data

Number of pages: 22 Posted: 17 Jul 2024
University of Edinburgh, Lund University, University of Edinburgh, University of Edinburgh, University of Edinburgh, University of Edinburgh, University of Edinburgh and Space Intelligence
Downloads 65 (916,100)
Citation 2

Abstract:

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Dominant height estimation, Multimodal, Deep learning, GEDI

4.

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
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:

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