416 Shojanoori and Shafri: Review on the Use of Remote Sensing for Urban Forest Monitoring APPENDIX II. Satellites and airborne sensors for urban tree species detection. Sensor Acquisition date ADS40, MIVIS December 2011 Landsat TM May 1996 RIEGL LMS-Q560 CIR Sensor CIR Sensor Winter 2006 /2007 2004 2004 WorldView-2 January 2010 X LiDAR Classification algorithm X ML>SAM, SID Supervised > Unsupervised DT / ANN Species Overall no. Acc. 10 92.57 Tree species Herbaceous, heatland, pine, Arundo donax, poplar, oak, Cupressus, spruce, willow, olive 3 6 61 DT: 72 / ANN: 95 SVM (texture measure) SVM MD, SAM & segmentation 2 6 8 0–87 Oil palm, rubber tree, bush, grass (+6 different land-cover types) Fagus sylvatica, Acer platanoides, Platanus acerifolia, Tilia cordata, platyphyllos, Aesculus hippocastanum delineation Tree counting Forzieri et al. 2013 Ismail and Jusoff 2004 Hofle et al. 2012 Planetree (Platanus Hispanica), Tree crown Iovan et al. lime tree (Tilia) 2008 Platanus, Sophora, Tilia, Celtis, Pinus, Cupressus Hopean, Odorata Roxb, Shorea Leprosula, Neobalanocarpus Heimii, Gymnacranthera Bancana (Ihiq) Sinclair, Rusty Sterculia, Palaquium Rostratum, Eugenia Oleina, Dyera Costulata QuickBird 2007 Segmentation & fuzzy multi- thresholds classification IKONOS & IKO: April 2006 WorldView-2 /WV2: May 2011 LDA/ regression trees 7 16% to 18% Sand live oak, laurel oak, live improved by oak, pine, palm, camphor, magnolia WV2 (com- pared with IKONOS) Aerial & LandSat TM 5 RapidEye QuickBird Aerial: 2006 & 2009 / LandSat: 2005 & 2007 2009, LiDAR: X 2007 2008 QuickBird March 2007 X X OB > PB 1 Aerial (HSR): 94.2 /Landsat (MSR): 74.6 SVM SMA SMA / DT 8 2 2 Evergreen: 80%, Deci: 67% AISA July 2004 & October 2006, LiDAR: April 2006 X Segmentation 7 Summer: 56%, adding LiDAR Pinus, Aesculus, Platanus, Tilia, Acer, Populus, Fagus, Quercus Evergreen and deciduous species Evergreen and deciduous species Tigges et al. 2013 Tooke et al. 2009 Tooke et al. 2009 Deciduous trees: Gleditsia 57%/ autumn: triacanthos, Acer saccharum, Tilia Americana, Quercus palustris, Pinus strobus, improved 19% Picea glauca ©2016 International Society of Arboriculture Voss and Sugumaran 2008 Bush honeysuckle (Lonicera maackii) Shouse et al. 2013 Pu and Landry 2012 2 93.72 Forest, grassland, thick grassland Li et al. 2010 Tree crown Iovan et al. delineation 2014 Tree counting Abd Latif et al. 2012 Reference
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