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2019 Journal Article Mapping the multi-decadal mangrove dynamics of the Australian coastlineLymburner, Leo, Bunting, Peter, Lucas, Richard, Scarth, Peter, Alam, Imam, Phillips, Claire, Ticehurst, Catherine and Held, Alex (2019). Mapping the multi-decadal mangrove dynamics of the Australian coastline. Remote Sensing of Environment, 238 111185, 111185. doi: 10.1016/j.rse.2019.05.004 |
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2019 Journal Article A structural classification of Australian vegetation using ICESat/GLAS, ALOS PALSAR, and landsat sensor dataScarth, Peter, Armston, John, Lucas, Richard and Bunting, Peter (2019). A structural classification of Australian vegetation using ICESat/GLAS, ALOS PALSAR, and landsat sensor data. Remote Sensing, 11 (2) 147, 147. doi: 10.3390/rs11020147 |
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2018 Journal Article Relating foliage and crown projective cover in Australian tree standsFisher, Adrian, Scarth, Peter, Armston, John and Danaher, Tim (2018). Relating foliage and crown projective cover in Australian tree stands. Agricultural and Forest Meteorology, 259, 39-57. doi: 10.1016/j.agrformet.2018.04.016 |
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2017 Conference Publication Management effects on ground cover "Clumpiness": Scaling from field to Sentinel-2 cover estimatesScarth, P. and Trevithick, R. (2017). Management effects on ground cover "Clumpiness": Scaling from field to Sentinel-2 cover estimates. 37th International Symposium on Remote Sensing of Environment, ISRSE 2017, Tshwane, South Africa, May 8-12, 2017. GOTTINGEN: International Society for Photogrammetry and Remote Sensing. doi: 10.5194/isprs-archives-XLII-3-W2-183-2017 |
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2024 Journal Article Improvement of pasture biomass modelling using high-resolution satellite imagery and machine learningOgungbuyi, Michael Gbenga, Guerschman, Juan, Fischer, Andrew M., Crabbe, Richard Azu, Ara, Iffat, Mohammed, Caroline, Scarth, Peter, Tickle, Phil, Whitehead, Jason and Harrison, Matthew Tom (2024). Improvement of pasture biomass modelling using high-resolution satellite imagery and machine learning. Journal of Environmental Management, 356 120564, 120564-356. doi: 10.1016/j.jenvman.2024.120564 |
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2023 Journal Article Pre-processing training data improves accuracy and generalisability of convolutional neural network based landscape semantic segmentationClark, Andrew, Phinn, Stuart and Scarth, Peter (2023). Pre-processing training data improves accuracy and generalisability of convolutional neural network based landscape semantic segmentation. Land, 12 (7) 1268, 1-25. doi: 10.3390/land12071268 |
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2023 Journal Article Enabling regenerative agriculture using remote sensing and machine learningOgungbuyi, Michael Gbenga, Guerschman, Juan P., Fischer, Andrew M., Crabbe, Richard Azu, Mohammed, Caroline, Scarth, Peter, Tickle, Phil, Whitehead, Jason and Harrison, Matthew Tom (2023). Enabling regenerative agriculture using remote sensing and machine learning. Land, 12 (6) 1142, 1-25. doi: 10.3390/land12061142 |
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2023 Journal Article Optimised U-Net for land use–land cover classification using aerial photographyClark, Andrew, Phinn, Stuart and Scarth, Peter (2023). Optimised U-Net for land use–land cover classification using aerial photography. PFG – Journal of Photogrammetry, Remote Sensing and Geoinformation Science, 91 (2), 125-147. doi: 10.1007/s41064-023-00233-3 |
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2022 Journal Article Green space in health research: an overview of common indicators of greennessVilcins, Dwan, Sly, Peter D., Scarth, Peter and Mavoa, Suzanne (2022). Green space in health research: an overview of common indicators of greenness. Reviews on Environmental Health, 39 (2), 1-11. doi: 10.1515/reveh-2022-0083 |
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2022 Journal Article Seeing the locust in the swarm: accounting for spatiotemporal hierarchy improves ecological models of insect populationsLawton, Douglas, Scarth, Peter, Deveson, Edward, Piou, Cyril, Spessa, Allan, Waters, Cathy and Cease, Arianne J. (2022). Seeing the locust in the swarm: accounting for spatiotemporal hierarchy improves ecological models of insect populations. Ecography, 2022 (2) ECOG12844. doi: 10.1111/ecog.05763 |
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2021 Journal Article Climate-resilient grazing in the pastures of Queensland: an integrated remotely piloted aircraft system and satellite-based deep-learning method for estimating pasture yieldBarnetson, Jason, Phinn, Stuart and Scarth, Peter (2021). Climate-resilient grazing in the pastures of Queensland: an integrated remotely piloted aircraft system and satellite-based deep-learning method for estimating pasture yield. AgriEngineering, 3 (3), 681-703. doi: 10.3390/agriengineering3030044 |
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2020 Journal Article Woody vegetation cover, height and biomass at 25-m resolution across Australia derived from multiple site, airborne and satellite observationsLiao, Zhanmang, Van Dijk, Albert I.J.M., He, Binbin, Larraondo, Pablo Rozas and Scarth, Peter F. (2020). Woody vegetation cover, height and biomass at 25-m resolution across Australia derived from multiple site, airborne and satellite observations. International Journal of Applied Earth Observation and Geoinformation, 93 102209, 102209. doi: 10.1016/j.jag.2020.102209 |
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2020 Journal Article Estimating plant pasture biomass and quality from UAV imaging across Queensland’s rangelandsBarnetson, Jason, Phinn, Stuart and Scarth, Peter (2020). Estimating plant pasture biomass and quality from UAV imaging across Queensland’s rangelands. AgriEngineering, 2 (4), 523-543. doi: 10.3390/agriengineering2040035 |
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2020 Journal Article The association of fractional cover, foliage projective cover and biodiversity with birthweightVilcins, Dwan, Scarth, Peter, Sly, Peter D., Jagals, Paul, Knibbs, Luke and Baker, Peter (2020). The association of fractional cover, foliage projective cover and biodiversity with birthweight. Science of The Total Environment, 763 143051, 143051. doi: 10.1016/j.scitotenv.2020.143051 |
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2020 Journal Article Combining fractional cover images with one-class classifiers enables near real-time monitoring of fallows in the northern grains region of AustraliaZhao, Liya, Waldner, François, Scarth, Peter, Mack, Benjamin and Hochman, Zvi (2020). Combining fractional cover images with one-class classifiers enables near real-time monitoring of fallows in the northern grains region of Australia. Remote Sensing, 12 (8) 1337, 1337. doi: 10.3390/rs12081337 |
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2020 Journal Article Cloud and cloud shadow masking for Sentinel-2 using multitemporal images in global areaCandra, Danang Surya, Phinn, Stuart and Scarth, Peter (2020). Cloud and cloud shadow masking for Sentinel-2 using multitemporal images in global area. International Journal of Remote Sensing, 41 (8), 2877-2904. doi: 10.1080/01431161.2019.1697006 |
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2020 Journal Article Modelling canopy gap probability, foliage projective cover and crown projective cover from airborne lidar metrics in Australian forests and woodlandsFisher, Adrian, Armston, John, Goodwin, Nicholas and Scarth, Peter (2020). Modelling canopy gap probability, foliage projective cover and crown projective cover from airborne lidar metrics in Australian forests and woodlands. Remote Sensing of Environment, 237 111520, 111520. doi: 10.1016/j.rse.2019.111520 |
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2019 Journal Article Mapping woody vegetation cover across Australia's arid rangelands: utilising a machine-learning classification and low-cost Remotely Piloted Aircraft SystemBarnetson, J., Phinn, S. and Scarth, P. (2019). Mapping woody vegetation cover across Australia's arid rangelands: utilising a machine-learning classification and low-cost Remotely Piloted Aircraft System. International Journal of Applied Earth Observation and Geoinformation, 83 101909, 101909. doi: 10.1016/j.jag.2019.101909 |
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2019 Journal Article Automated cloud and cloud-shadow masking for landsat 8 using multitemporal images in a variety of environmentsCandra, Danang Surya, Phinn, Stuart and Scarth, Peter (2019). Automated cloud and cloud-shadow masking for landsat 8 using multitemporal images in a variety of environments. Remote Sensing, 11 (17) 2060, 2060. doi: 10.3390/rs11172060 |
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2019 Journal Article Multispectral, aerial disease detection for myrtle rust (Austropuccinia psidii) on a lemon myrtle plantationHeim, René, Wright, Ian, Scarth, Peter, Carnegie, Angus, Taylor, Dominique and Oldeland, Jens (2019). Multispectral, aerial disease detection for myrtle rust (Austropuccinia psidii) on a lemon myrtle plantation. Drones, 3 (1) 25, 25-14. doi: 10.3390/drones3010025 |
