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Research

Publications: DR Stuart Grieve

Mosig C, Vajna-Jehle J, Mahecha MD, Cheng Y, Hartmann H, Montero D, Junttila S, Horion S et al. ( 2026 ) . deadtrees.earth — An open-access and interactive database for centimeter-scale aerial imagery to uncover global tree mortality dynamics . Remote Sensing of Environment vol. 332 ,
Metheringham CL, Plumb WJ, Flynn WRM, Stocks JJ, Kelly LJ, Nemesio Gorriz M, Grieve SWD, Moat J et al. ( 2025 ) . Rapid polygenic adaptation in a wild population of ash trees under a novel fungal epidemic . Science vol. 388 , ( 6754 ) 1422 - 1425 .
Kargère B, Constantine J, Hales T, Grieve S, Johnson S ( 2025 ) . A fractal framework for channel–hillslope coupling . Earth Surface Dynamics vol. 13 , ( 3 ) 403 - 415 .
Grieve SWD, Chen S-A, Singer MB, Michaelides K ( 2025 ) . GDBM: A database of global drainage basin morphology . PLOS ONE vol. 20 , ( 4 )
Miltiadou M, Grieve S, Ruiz-Benito P, Astigarraga J, Cruz-Alonso V, Triviño JT, Lines ER ( 2025 ) . PlotToSat: A tool for generating time-series signatures from Sentinel-1 and Sentinel-2 at field-based plots for machine learning applications . Environmental Modelling & Software vol. 188 ,
Grieve S, Xue S, Spencer K ( 2025 ) . Geomorphometric monitoring of eroding historic coastal landfills .
Allen MJ, Owen HJF, Grieve SWD, Lines ER ( 2025 ) . Manual Labelling Artificially Inflates Deep Learning-Based Segmentation Performance on RGB Images of Closed Canopy: Validation Using TLS .
Owen HJF, Allen MJA, Grieve SWD, Wilkes P, Lines ER ( 2025 ) . PointsToWood: A deep learning framework for complete canopy leaf-wood segmentation of TLS data across diverse European forests .
Wu N, Grieve SWD, Manning AJ, Spencer KL ( 2025 ) . Marine snow as vectors for microplastic transport: Multiple aggregation cycles account for the settling of buoyant microplastics to deep‐sea sediments . Limnology and Oceanography vol. 70 , ( 4 ) 899 - 910 .
Grieve S, Owen H, Ruiz-Benito P, Lines E ( 2025 ) . Forest-landscape dynamics across a climate gradient .
Wu N, Grieve S, Manning A, Spencer K ( 2025 ) . Modelling the sedimentation of macro-, micro- and nanoplastics in the ocean from surface to sediment .
Singer MB, Grieve SWD, Chen S, Michaelides K ( 2024 ) . Climatic Controls on the Length and Shape of the World's Drainage Basins . Geophysical Research Letters vol. 51 , ( 24 )
Allen MJ, Moreno-Fernández D, Ruiz-Benito P, Grieve SWD, Lines ER ( 2024 ) . Low-cost tree crown dieback estimation using deep learning-based segmentation . Environmental Data Science vol. 3 ,
Allen MJ, Moreno-Fernández D, Ruiz-Benito P, Grieve SWD, Lines ER ( 2024 ) . Low-Cost Tree Crown Dieback Estimation Using Deep Learning-Based Segmentation .
Miltiadou M, Lines ER, Grieve S, Benito PR, Astigarraga J, Cruz V ( 2024 ) . Tree Genera Classifications in Spain Using Time-Series Sentinel-2 Data Extracted from Plottosat . Conference: IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium vol. 00 , 4953 - 4956 .
Flynn WRM, Grieve SWD, Henshaw AJ, Owen HJF, Buggs RJA, Metheringham CL, Plumb WJ, Stocks JJ et al. ( 2024 ) . UAV‐derived greenness and within‐crown spatial patterning can detect ash dieback in individual trees . Ecological Solutions and Evidence vol. 5 , ( 2 )
James OC, Schillereff DN, Grieve SWD, Baas ACW ( 2024 ) . PyShoreVolume 1.0.0: A Python based Shoreline Change and beach Volumetric Change Analysis tool . Computers & Geosciences vol. 187 ,
Flynn WRM, Owen HJF, Grieve SWD, Lines ER ( 2023 ) . Quantifying vegetation indices using terrestrial laser scanning: methodological complexities and ecological insights from a Mediterranean forest . Biogeosciences vol. 20 , ( 13 ) 2769 - 2784 .
Wu N, Grieve S, Manning A, Spencer K ( 2023 ) . Aquatic Aggregates as “Vector” for Microplastics .
Lines E, Flynn W, Grieve S, Owen H, Ruiz-Benito P ( 2023 ) . Comparison of extracted ecological features of forests from multiple 3D technologies .
Miltiadou M, Grieve S, Tijerín Triviño J, Astigarraga J, Owen H, Ruiz Benito P, Lines E ( 2023 ) . Fusion of European forest inventories with Sentinel-1 and Sentinel-2 data for improving scalability in estimating forest variables .
Grieve S, Owen H, Ruiz-Benito P, Lines E ( 2023 ) . High resolution forest-landscape interactions .
Xue S, Spencer K, Grieve S ( 2023 ) . The impacts of climate change on eroding coastal historic landfills .
Michaelides K, Chen S-A, Grieve S, Singer MB ( 2022 ) . Reply to: Climate versus tectonics as controls on river profiles . Nature vol. 612 , ( 7941 ) e15 - e17 .
Lines ER, Allen M, Cabo C, Calders K, Debus A, Grieve SWD, Miltiadou M, Noach A et al. ( 2022 ) . AI applications in forest monitoring need remote sensing benchmark datasets . Conference: 2022 IEEE International Conference on Big Data (Big Data) vol. 00 , 4528 - 4533 .
Lines ER, Allen M, Cabo C, Calders K, Debus A, Grieve SWD, Miltiadou M, Noach A et al. ( 2022 ) . AI applications in forest monitoring need remote sensing benchmark datasets .
Allen MJ, Grieve SWD, Owen HJF, Lines ER ( 2022 ) . Tree species classification from complex laser scanning data in Mediterranean forests using deep learning . Methods in Ecology and Evolution vol. 14 , ( 7 ) 1657 - 1667 .
Chen S-A, Michaelides K, Grieve SWD, Singer MB ( 2022 ) . Author Correction: Aridity is expressed in river topography globally . Nature vol. 608 , ( 7924 ) e31 - e31 .
Grieve S, Xue S, Spencer K ( 2022 ) . Geomorphometric monitoring of eroding historic coastal landfills .
Wu N, Spencer K, Grieve S, Manning A ( 2022 ) . The Estuary as a Natural Water Treatment Plant for Microplastics .
Lefebvre A, Stammler M, Goodwin G, Bosch R, Fernández R, Grieve SWD ( 2022 ) . The initiative for a diamond open access journal in the field of geomorphology: an effort grounded on and guided by EDI concepts .
Gailleton B, Mudd SM, Clubb FJ, Grieve SWD, Hurst MD ( 2021 ) . Impact of Changing Concavity Indices on Channel Steepness and Divide Migration Metrics . Journal of Geophysical Research: Earth Surface vol. 126 , ( 10 )
Gabet EJ, Mudd SM, Wood RW, Grieve SWD, Binnie SA, Dunai TJ ( 2021 ) . Hilltop Curvature Increases With the Square Root of Erosion Rate . Journal of Geophysical Research: Earth Surface vol. 126 , ( 5 )
Mudd SM, Gabet EJ, Wood RW, Grieve SWD, Binnie SA, Dunai TJ ( 2021 ) . Rapidly eroding hilltops are surprisingly smooth: ridgetop curvature varies with the square root of erosion rate .
Wheatland J, Spencer K, Grieve S, Gu C, Carr S, Manning A, Bushby A, Botto L ( 2020 ) . A New 3D Descriptor for Irregularly Shaped Suspended Sediment Aggregates .
Gailleton B, Mudd S, Clubb F, Hurst M, Grieve S ( 2020 ) . Importance of concavity for interpreting rates and patterns of landscape evolution from river profiles .
Grieve S, Mudd S, Clubb F, Singer M, Michaelides K, Chen S-A ( 2020 ) . Inverting fluvial network topology to understand landscape dynamics .
Grieve SWD, Clubb FJ, Mudd SM ( 2020 ) . Chapter 12 Reproducible topographic analysis . Remote Sensing of Geomorphology , vol. 23 , Elsevier
Grieve SWD, Clubb FJ, Mudd SM ( 2020 ) . Reproducible topographic analysis . Developments in Earth Surface Processes , vol. 23 ,
Chen SA, Michaelides K, Grieve SWD, Singer MB ( 2019 ) . Aridity is expressed in river topography globally . Nature vol. 573 , ( 7775 ) 573 - 577 .
Hurst MD, Grieve SWD, Clubb FJ, Mudd SM ( 2019 ) . Detection of channel-hillslope coupling along a tectonic gradient . Earth and Planetary Science Letters vol. 522 , 30 - 39 .
Chen S-A, Michaelides K, Bliss Singer M, Grieve S ( 2019 ) . Global Longitudinal Profile database .
Alegre R, Georgoulas A, Grieve S, Robson E, IEEE ( 2018 ) . Democratizing ancient Mesopotamian research through digital scholarship . 2018 IEEE 14TH INTERNATIONAL CONFERENCE ON E-SCIENCE (E-SCIENCE 2018) . Conference: EEE 14TH INTERNATIONAL CONFERENCE ON E-SCIENCE322 - 322 .
GRIEVE SWD, Hales TC, Mudd SM, Parker RN, Clubb FJ ( 2018 ) . Controls on zero order basin morphology . Journal of Geophysical Research: Earth Surface
Clubb FJ, Mudd SM, Attal M, Milodowski DT, Grieve SWD ( 2016 ) . The relationship between drainage density, erosion rate, and hilltop curvature: Implications for sediment transport processes . Journal of Geophysical Research Earth Surface vol. 121 , ( 10 ) 1724 - 1745 .
Parker RN, Hales TC, Mudd SM, Grieve SWD, Constantine JA ( 2016 ) . Colluvium supply in humid regions limits the frequency of storm-triggered landslides . Scientific Reports vol. 6 , ( 1 ) Article 34438 ,
Mudd SM, Harel M-A, Hurst MD, Grieve SWD, Marrero SM ( 2016 ) . The CAIRN method: automated, reproducible calculation of catchment-averaged denudation rates from cosmogenic nuclide concentrations . Earth Surface Dynamics vol. 4 , ( 3 ) 655 - 674 .
Grieve SWD, Mudd SM, Milodowski DT, Clubb FJ, Furbish DJ ( 2016 ) . How does grid-resolution modulate the topographic expression of geomorphic processes? . Earth Surface Dynamics vol. 4 , ( 3 ) 627 - 653 .
Grieve SWD, Mudd SM, Milodowski DT, Clubb FJ, Furbish DJ ( 2016 ) . How does grid-resolution modulate the topographic expression of geomorphic processes? . Earth Surface Dynamics1 - 48 .
Mudd SM, Harel M-A, Hurst MD, Grieve SWD, Marrero SM ( 2016 ) . The CAIRN method: Automated, reproducible calculation of catchment-averaged denudation rates from cosmogenic radionuclide concentrations . Earth Surface Dynamics1 - 36 .
Grieve SWD, Mudd SM, Hurst MD, Milodowski DT ( 2016 ) . A nondimensional framework for exploring the relief structure of landscapes . Earth Surface Dynamics vol. 4 , ( 2 ) 309 - 325 .
Grieve SWD, Mudd SM, Hurst MD ( 2016 ) . How long is a hillslope? . Earth Surface Processes and Landforms vol. 41 , ( 8 ) 1039 - 1054 .
Mudd SM, Attal M, Milodowski DT, Grieve SWD, Valters DA ( 2014 ) . A statistical framework to quantify spatial variation in channel gradients using the integral method of channel profile analysis . Journal of Geophysical Research Earth Surface vol. 119 , ( 2 ) 138 - 152 .
Kargère BA, Constantine JA, Hales TC, Grieve SWD, Johnson SD . A Fractal Framework for Channel-Hillslope Coupling .
Grieve SWD, Mudd SM, Hurst MD, Milodowski DT . A nondimensional framework for exploring the relief structure of landscapes .
Singer M, Grieve S, Chen S-A, Michaelides K . Climate controls the length and shape of the world’s drainage basins .
Clubb F, Simon M, Martin H, Grieve S . Differences in channel and hillslope geometry record a migrating uplift wave at the Mendocino Triple Junction . Geology (Boulder)
Gabet EJ, Mudd SM, Wood R, Grieve SWD, Binnie SA, Dunai TJ . Hilltop Curvature Increases with the Square Root of Erosion Rate .
Gailleton B, Mudd SM, Clubb FJ, Grieve SWD, Hurst MD . Impact of changing concavity indices on channel steepness and divide migration metrics .
Flynn WRM, Owen HJF, Grieve SWD, Lines ER . Quantifying vegetation indices using TLS: methodological complexities and ecological insights from a Mediterranean forest .
Gabet EJ, Mudd SM, Wood R, Grieve SWD, Binnie SA, Dunai TJ . Rapid erosion increases the efficiency of hillslope sediment transport .
Metheringham CL, Plumb WJ, Flynn WRM, Stocks JJ, Kelly LJ, Gorriz MN, Grieve SWD, Moat J et al. . Rapid polygenic adaptation in a wild population of ash trees under a novel fungal epidemic .
Mosig C, Vajna-Jehle J, Mahecha MD, Cheng Y, Hartmann H, Montero D, Junttila S, Horion S et al. . deadtrees.earth - An Open-Access and Interactive Database for Centimeter-Scale Aerial Imagery to Uncover Global Tree Mortality Dynamics .