Homogeneous tree height derivation from tree crown delineation using Seeded Region Growing (SRG) segmentation

References

• Balenovi, I., A. Seletkovi, R. Pernar, and A. Jazbec. 2015. “Estimation of the Mean Tree Height of Forest Stands by Photogrammetric Measurement Using Digital Aerial Images of High Spatial Resolution.” Annals of Forest Research 58 (1): 125–143.
   Web of Science ®Google Scholar
• Birdal, A. C., U. Avdan, and T. Türk. 2017. “Estimating Tree Heights with Images from an Unmanned Aerial Vehicle.” Geomatics, Natural Hazards and Risk 8 (2): 1144–1156. doi:10.1080/19475705.2017.1300608.
   Web of Science ®Google Scholar
• Blomley, R., A. Hovi, M. Weinmann, S. Hinz, I. Korpela, and B. Jutzi. 2017. “Tree Species Classification Using within Crown Localization of Waveform LiDAR Attributes.” ISPRS Journal of Photogrammetry and Remote Sensing 133: 142–156. doi:10.1016/j.isprsjprs.2017.08.013.
   Web of Science ®Google Scholar
• Cabo, C., C. Ordóñez, C. A. López–sánchez, and J. Armesto. 2018. “Automatic Dendrometry: Tree Detection, Tree Height and Diameter Estimation Using Terrestrial Laser Scanning.” International Journal of Applied Earth Observation and Geoinformation 69: 164–174. doi:10.1016/j.jag.2018.01.011.
   Web of Science ®Google Scholar
• Chu, T., M. J. Starek, M. J. Brewer, and C. S. Murray. 2017. “Multi-platform UAS Imaging for Crop Height Estimation: Performance Analysis over an Experimental Maize Field.” IGARSS 1: 4338–4341.
   Google Scholar
• Dyce, D. R., and J. A. Voogt. 2018. “The Influence of Tree Crowns on Urban Thermal Effective Anisotropy.” Urban Climate 23: 91–113. doi:10.1016/j.uclim.2017.02.006.
   Web of Science ®Google Scholar
• Gatziolis, D., J. F. Lienard, A. Vogs, and N. S. Strigul. 2015. “3D Tree Dimensionality Assessment Using Photogrammetry and Small Unmanned Aerial Vehicles.” Plos One 10 (9): 1–21. doi:10.1371/journal.pone.0137765.
   Web of Science ®Google Scholar
• Iersel, W., M. Van Straatsma, E. Addink, and H. Middelkoop. 2018. “Monitoring Height and Greenness of Non-woody Floodplain Vegetation with UAV Time Series.” ISPRS Journal of Photogrammetry and Remote Sensing 141: 112–123. doi:10.1016/j.isprsjprs.2018.04.011.
   Web of Science ®Google Scholar
• Li, W., Z. Niu, H. Chen, D. Li, M. Wu, and W. Zhao. 2016. “Remote Estimation of Canopy Height and Aboveground Biomass of Maize Using High-Resolution Stereo Images from a Low-cost Unmanned Aerial Vehicle System.” Ecological Indicators 67: 637–648. doi:10.1016/j.ecolind.2016.03.036.
   Web of Science ®Google Scholar
• Lim, Y. S., P. H. La, J. S. Park, M. H. Lee, M. W. Pyeon, and J.-I. Kim. 2015. “Calculation of Tree Height and Canopy Crown from Drone Images Using Segmentation.” Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography 33(6): 605–614. doi:10.7848/ksgpc.2015.33.6.605.
   Google Scholar
• Lisein, J., A. Michez, H. Claessens, and P. Lejeune. 2015. “Discrimination of Deciduous Tree Species from Time Series of Unmanned Aerial System Imagery.” Plos One 10 (11): 1–20. doi:10.1371/journal.pone.0141006.
   Web of Science ®Google Scholar
• Matese, A., S. F. Di Gennaro, and A. Berton. 2017. “Assessment of a Canopy Height Model (CHM) in a Vineyard Using UAV-based Multispectral Imaging.” International Journal of Remote Sensing 38 (8): 2150–2160. doi:10.1080/01431161.2016.1226002.
   Web of Science ®Google Scholar
• Miller, J., J. Morgenroth, and C. Gomez. 2015. “3D Modelling of Individual Trees Using a Handheld Camera: Accuracy of Height, Diameter and Volume Estimates.” Urban Forestry & Urban Greening 14 (4): 932–940. doi:10.1016/j.ufug.2015.09.001.
   Web of Science ®Google Scholar
• Mohan, M., C. A. Silva, C. Klauberg, P. Jat, G. Catts, A. Cardil, A. T. Hudak, and M. Dia. 2017. “Individual Tree Detection from Unmanned Aerial Vehicle (UAV) Derived Canopy Height Model in an Open Canopy Mixed Conifer Forest.” Forests 8 (9): 1–17. doi:10.3390/f8090340.
   Web of Science ®Google Scholar
• Nugroho, G., Z. Taha, T. S. Nugraha, and H. Hadsanggeni. 2015. “Development of a Fixed Wing Unmanned Aerial Vehicle (UAV) for Disaster Area Monitoring and Mapping.” Journal of Mechatronics, Electrical Power, and Vehicular Technology 6 (2): 83–88. doi:10.14203/j.mev.2015.v6.83-88.
   Google Scholar
• Ok, A. O., and A. Ozdarici-ok. 2017. “2-D Delineation of Individual Citrus Trees from UAV-based Dense Photogrammetric Surface Models.” IJDE 11 (6): 583–608.
   Google Scholar
• Panagiotidis, D., A. Abdollahnejad, P. Surový, and V. Chiteculo. 2017. “Determining Tree Height and Crown Diameter from High-resolution UAV Imagery.” International Journal of Remote Sensing 38 (8): 2392–2410. doi:10.1080/01431161.2016.1264028.
   Web of Science ®Google Scholar
• Pohl, C., K. D. Kanniah, and C. K. Loong. 2018. “Monitoring Oil Palm Plantations in Malaysia.” IEEE International Geoscience and Remote Sensing Symposium, IGARSS 1: 2556–2559.
   Google Scholar
• Puliti, S., T. Gobakken, H. O. Ørka, and E. Næsset. 2017. “Assessing 3D Point Clouds from Aerial Photographs for Species-Specific Forest Inventories.” Scandinavian Journal of Forest Research 32 (1): 68–79. doi:10.1080/02827581.2016.1186727.
   Web of Science ®Google Scholar
• Rosca, S., J. Suomalainen, H. Bartholomeus, and M. Herold. 2018. “Comparing Terrestrial Laser Scanning and Unmanned Aerial Vehicle Structure from Motion to Assess Top of Canopy Structure in Tropical Forests.” Interface Focus 8 (2): 1–11. doi:10.1098/rsfs.2017.0038.
   Web of Science ®Google Scholar
• Stone, C., M. Webster, J. Osborn, and I. Iqbal. 2016. “Alternatives to LiDAR-derived Canopy Height Models for Softwood Plantations: A Review and Example Using Photogrammetry.” Australian Forestry 79 (4): 271–282. doi:10.1080/00049158.2016.1241134.
   Web of Science ®Google Scholar
• Suhardiman, A., S. Tsuyuki, and Y. Setiawan. 2016. “”Estimating Mean Tree Crown Diameter of Mangrove Stands Using Aerial Photo”.” Procedia Environmental Sciences 33: 416–427. doi:10.1016/j.proenv.2016.03.092.
   Google Scholar
• Surový, P., N. A. Ribeiro, and D. Panagiotidis. 2018. “Estimation of Positions and Heights from UAV-sensed Imagery in Tree Plantations in Agrosilvopastoral Systems.” International Journal of Remote Sensing 39 (14): 4786–4800. doi:10.1080/01431161.2018.1434329.
   Web of Science ®Google Scholar
• Tiede, D., G. Hochleitner, and T. Blaschke. 2005. “A Full GIS-based Workflow for Tree Identification and Tree Crown Delineation Using Laser Scanning.” CMRT05, IAPRS 36 (3): 9–14.
   Google Scholar
• Tuominen, S., A. Balazs, H. Saari, I. Pölönen, J. Sarkeala, and R. Viitala. 2015. “Unmanned Aerial System Imagery and Photogrammetric Canopy Height Data in Area-based Estimation of Forest Variables.” Silva Fennica 49 (5): 1–19. doi:10.14214/sf.1348.
   Web of Science ®Google Scholar
• Webster, C., M. Westoby, N. Rutter, and T. Jonas. 2018. “Three-dimensional Thermal Characterization of Forest Canopies Using UAV Photogrammetry.” Remote Sensing of Environment 209: 835–847. doi:10.1016/j.rse.2017.09.033.
   Web of Science ®Google Scholar
• Yilmaz, V., C. Serifoglu Yilmaz, L. Tasci, and O. Gungor. 2017. “Determination of Tree Crown Diameters with Segmentation of a UAS-based Canopy Height Model.” IPSI BGD Transactions on Internet Research 13 (2): 63–67.
   Web of Science ®Google Scholar