메뉴 건너뛰기




Volumn 9, Issue 5, 2016, Pages 1876-1887

TanDEM-X for Large-Area Modeling of Urban Vegetation Height: Evidence from Berlin, Germany

Author keywords

Digital elevation model (DEM); digital terrain model (DTM); morphological filters (MFs); normalized digital surface model (nDSM); Tandem X; trees; UltraCamX; urban vegetation

Indexed keywords

CARBON; DIGITAL STORAGE; ECOLOGY; ECOSYSTEMS; FORESTRY; SURVEYING;

EID: 84957623232     PISSN: 19391404     EISSN: 21511535     Source Type: Journal    
DOI: 10.1109/JSTARS.2015.2508660     Document Type: Article
Times cited : (16)

References (58)
  • 1
    • 0033047396 scopus 로고    scopus 로고
    • Ecosystem services in urban areas
    • P. Bolund and S. Hunhammer, "Ecosystem services in urban areas," Ecol. Econ., vol. 29, pp. 293-301, 1999.
    • (1999) Ecol. Econ. , vol.29 , pp. 293-301
    • Bolund, P.1    Hunhammer, S.2
  • 2
    • 84859485654 scopus 로고    scopus 로고
    • Carbon storage and sequestration by urban forests in Shenyang, China
    • C. Liu and X. Li, "Carbon storage and sequestration by urban forests in Shenyang, China," Urban For. Urban Green., vol. 11, pp. 121-128, 2012.
    • (2012) Urban For. Urban Green. , vol.11 , pp. 121-128
    • Liu, C.1    Li, X.2
  • 3
    • 0027341419 scopus 로고
    • Atmospheric carbon reduction by urban trees
    • D. J. Nowak, "Atmospheric carbon reduction by urban trees," J. Environ. Manage., vol. 37, pp. 207-217, 1992.
    • (1992) J. Environ. Manage. , vol.37 , pp. 207-217
    • Nowak, D.J.1
  • 4
    • 31944444283 scopus 로고    scopus 로고
    • The urban forest in Beijing and its role in air pollution reduction
    • J. Yang, J. McBride, J. Zhou, and Z. Sun, "The urban forest in Beijing and its role in air pollution reduction," Urban For. Urban Green., vol. 3, pp. 65-78, 2005.
    • (2005) Urban For. Urban Green. , vol.3 , pp. 65-78
    • Yang, J.1    McBride, J.2    Zhou, J.3    Sun, Z.4
  • 5
    • 0036145010 scopus 로고    scopus 로고
    • Pollution mitigation and carbon sequestration by an urban forest
    • C. L. Brack, "Pollution mitigation and carbon sequestration by an urban forest," Environ. Pollut., vol. 116, pp. 195-200, 2002.
    • (2002) Environ. Pollut. , vol.116 , pp. 195-200
    • Brack, C.L.1
  • 6
    • 80053932374 scopus 로고    scopus 로고
    • Ecosystem services and urban heat riskscape moderation: Water, green spaces, and social inequality in Phoenix, USA
    • G. D. Jenerette, S. L. Harlan, W. L. Stefanov, and C. A. Martin, "Ecosystem services and urban heat riskscape moderation: Water, green spaces, and social inequality in Phoenix, USA," Ecol. Appl., vol. 21, pp. 2637-2651, 2011.
    • (2011) Ecol. Appl. , vol.21 , pp. 2637-2651
    • Jenerette, G.D.1    Harlan, S.L.2    Stefanov, W.L.3    Martin, C.A.4
  • 7
    • 80052719334 scopus 로고    scopus 로고
    • The influence of vegetation and building morphology on shadow patterns and mean radiant temperatures in urban areas: Model development and evaluation
    • F. Lindberg and C. S. B. Grimmond, "The influence of vegetation and building morphology on shadow patterns and mean radiant temperatures in urban areas: model development and evaluation," Theor. Appl. Climatol., vol. 105, pp. 311-323, 2011.
    • (2011) Theor. Appl. Climatol. , vol.105 , pp. 311-323
    • Lindberg, F.1    Grimmond, C.S.B.2
  • 8
    • 84864857441 scopus 로고    scopus 로고
    • Seasonal variations of the urban heat Island at the surface and the near-surface and reductions due to urban vegetation in Mexico City
    • May
    • Y. Y. Cui and B. de Foy, "Seasonal variations of the urban heat Island at the surface and the near-surface and reductions due to urban vegetation in Mexico City," J. Appl. Meteorol. Climatol., vol. 51, pp. 855-868, May 2012.
    • (2012) J. Appl. Meteorol. Climatol. , vol.51 , pp. 855-868
    • Cui, Y.Y.1    De Foy, B.2
  • 9
    • 80053562085 scopus 로고    scopus 로고
    • Modeling urban heat Islands and their relationship with impervious surface and vegetation abundance by using ASTER images
    • Oct.
    • Q. H. Weng, U. Rajasekar, and X. F. Hu, "Modeling urban heat Islands and their relationship with impervious surface and vegetation abundance by using ASTER images," IEEE Trans. Geosci. Remote Sens., vol. 49, no. 10, pp. 4080-4089, Oct. 2011.
    • (2011) IEEE Trans. Geosci. Remote Sens. , vol.49 , Issue.10 , pp. 4080-4089
    • Weng, Q.H.1    Rajasekar, U.2    Hu, X.F.3
  • 10
    • 45149092910 scopus 로고    scopus 로고
    • Tree pollen and hospitalization for asthma in urban Canada
    • R. E. Dales, S. Cakmak, S. Judek, and F. Coates, "Tree pollen and hospitalization for asthma in urban Canada," Int. Arch. Allergy Immunol., vol. 146, pp. 241-247, 2008.
    • (2008) Int. Arch. Allergy Immunol. , vol.146 , pp. 241-247
    • Dales, R.E.1    Cakmak, S.2    Judek, S.3    Coates, F.4
  • 11
    • 84875880986 scopus 로고    scopus 로고
    • Urban tree canopy and asthma, wheeze, rhinitis, and allergic sensitization to tree pollen in a New York City Birth Cohort
    • Apr.
    • G. S. Lovasi et al., "Urban tree canopy and asthma, wheeze, rhinitis, and allergic sensitization to tree pollen in a New York City Birth Cohort," Environ. Health Perspect., vol. 121, pp. 494-500, Apr. 2013.
    • (2013) Environ. Health Perspect. , vol.121 , pp. 494-500
    • Lovasi, G.S.1
  • 12
    • 79958804405 scopus 로고    scopus 로고
    • Urban forests and pollution mitigation: Analyzing ecosystem services and disservices
    • F. J. Escobedo, T. Kroeger, and J. E. Wagner, "Urban forests and pollution mitigation: Analyzing ecosystem services and disservices," Environ. Pollut., vol. 159, pp. 2078-2087, 2011.
    • (2011) Environ. Pollut. , vol.159 , pp. 2078-2087
    • Escobedo, F.J.1    Kroeger, T.2    Wagner, J.E.3
  • 13
    • 84856393633 scopus 로고    scopus 로고
    • Risk of root intrusion by tree and shrub species into sewer pipes in Swedish urban areas
    • J. Ostberg, M. Martinsson, O. Stal, and A. M. Fransson, "Risk of root intrusion by tree and shrub species into sewer pipes in Swedish urban areas," Urban For. Urban Green., vol. 11, pp. 65-71, 2012.
    • (2012) Urban For. Urban Green. , vol.11 , pp. 65-71
    • Ostberg, J.1    Martinsson, M.2    Stal, O.3    Fransson, A.M.4
  • 14
    • 34249085478 scopus 로고    scopus 로고
    • Understanding the benefits and costs of urban forest ecosystems
    • J. Kuser, Ed. New York, NY, USA: Springer
    • D. Nowak and J. Dwyer, "Understanding the benefits and costs of urban forest ecosystems," in Urban and Community Forestry in the Northeast, J. Kuser, Ed. New York, NY, USA: Springer, 2007, pp. 25-46.
    • (2007) Urban and Community Forestry in the Northeast , pp. 25-46
    • Nowak, D.1    Dwyer, J.2
  • 16
    • 84968865332 scopus 로고    scopus 로고
    • CityGML-Ein Standard für virtuelle 3D-Stadtmodelle
    • presented at the Potsdam, Germany
    • T. Kolbe, "CityGML-Ein Standard für virtuelle 3D-Stadtmodelle," presented at the REFINA-Workshop, Potsdam, Germany, 2008.
    • (2008) REFINA-Workshop
    • Kolbe, T.1
  • 17
    • 84856369266 scopus 로고    scopus 로고
    • Tree and impervious cover change in U.S
    • D. J. Nowak and E. J. Greenfield, "Tree and impervious cover change in U.S," Urban For. Urban Green., vol. 11, pp. 21-30, 2012.
    • (2012) Urban For. Urban Green. , vol.11 , pp. 21-30
    • Nowak, D.J.1    Greenfield, E.J.2
  • 18
    • 81455158700 scopus 로고    scopus 로고
    • Above-ground carbon storage by urban trees in Leipzig, Germany: Analysis of patterns in a European city
    • Jan.
    • M. W. Strohbach and D. Haase, "Above-ground carbon storage by urban trees in Leipzig, Germany: Analysis of patterns in a European city," Landscape Urban Plann., vol. 104, pp. 95-104, Jan. 2012.
    • (2012) Landscape Urban Plann. , vol.104 , pp. 95-104
    • Strohbach, M.W.1    Haase, D.2
  • 19
    • 84912117668 scopus 로고    scopus 로고
    • Using airborne LiDAR and quickbird data for modelling urban tree carbon storage and its distribution-A Case Study of Berlin
    • J. Schreyer, J. Tigges, T. Lakes, and G. Churkina, "Using airborne LiDAR and quickbird data for modelling urban tree carbon storage and its distribution-A Case Study of Berlin," Remote Sens., vol. 6, pp. 10636-10655, 2014.
    • (2014) Remote Sens. , vol.6 , pp. 10636-10655
    • Schreyer, J.1    Tigges, J.2    Lakes, T.3    Churkina, G.4
  • 20
    • 84855418272 scopus 로고    scopus 로고
    • Urban vegetation detection using radiometrically calibrated small-footprint full-waveform airborne LiDAR data
    • Jan.
    • B. Hoefle, M. Hollaus, and J. Hagenauer, "Urban vegetation detection using radiometrically calibrated small-footprint full-waveform airborne LiDAR data," ISPRS J. Photogramm. Remote Sens., vol. 67, pp. 134-147, Jan. 2012.
    • (2012) ISPRS J. Photogramm. Remote Sens. , vol.67 , pp. 134-147
    • Hoefle, B.1    Hollaus, M.2    Hagenauer, J.3
  • 21
    • 84897562134 scopus 로고    scopus 로고
    • Unmanned aerial systems for photogrammetry and remote sensing: A review
    • Jun.
    • I. Colomina and P. Molina, "Unmanned aerial systems for photogrammetry and remote sensing: A review," ISPRS J. Photogramm. Remote Sens., vol. 92, pp. 79-97, Jun. 2014.
    • (2014) ISPRS J. Photogramm. Remote Sens. , vol.92 , pp. 79-97
    • Colomina, I.1    Molina, P.2
  • 22
    • 84979895639 scopus 로고    scopus 로고
    • UAV remote sensing for urban vegetation mapping using random forest and texture analysis
    • Jan.
    • Q. L. Feng, J. T. Liu, and J. H. Gong, "UAV remote sensing for urban vegetation mapping using random forest and texture analysis," Remote Sens., vol. 7, pp. 1074-1094, Jan. 2015.
    • (2015) Remote Sens. , vol.7 , pp. 1074-1094
    • Feng, Q.L.1    Liu, J.T.2    Gong, J.H.3
  • 24
    • 57849154438 scopus 로고    scopus 로고
    • Shuttle radar topography mapper (SRTM)
    • Bellingham, WA, USA
    • R. L. Jordan et al., "Shuttle radar topography mapper (SRTM)," in Proc. SPIE-Int Soc. Opt. Eng., Bellingham, WA, USA, 1996, vol. 2958, pp. 412-422.
    • (1996) Proc. SPIE-Int Soc. Opt. Eng. , vol.2958 , pp. 412-422
    • Jordan, R.L.1
  • 25
    • 35649022726 scopus 로고    scopus 로고
    • TanDEM-X: A satellite formation for high-resolution SAR interferometry
    • Nov.
    • G. Krieger et al., "TanDEM-X: A satellite formation for high-resolution SAR interferometry," IEEE Trans. Geosci. Remote Sens., vol. 45, no. 11, pp. 3317-3341, Nov. 2007.
    • (2007) IEEE Trans. Geosci. Remote Sens. , vol.45 , Issue.11 , pp. 3317-3341
    • Krieger, G.1
  • 27
    • 80051744664 scopus 로고    scopus 로고
    • Ground filtering algorithms for airborne LiDAR data: A review of critical issues
    • X. Meng, N. Currit, and K. Zhao, "Ground filtering algorithms for airborne LiDAR data: A review of critical issues," Remote Sens., vol. 2, pp. 833-860, 2010.
    • (2010) Remote Sens. , vol.2 , pp. 833-860
    • Meng, X.1    Currit, N.2    Zhao, K.3
  • 28
    • 84926300319 scopus 로고    scopus 로고
    • Normalization of TanDEM-X DSM data in urban environments with morphological filters
    • Aug.
    • C. Geiß, M. Wurm, M. Breunig, A. Felbier, and H. Taubenböck, "Normalization of TanDEM-X DSM data in urban environments with morphological filters," IEEE Trans. Geosci. Remote Sens., vol. 53, no. 8, pp. 4348-4362, Aug. 2015.
    • (2015) IEEE Trans. Geosci. Remote Sens. , vol.53 , Issue.8 , pp. 4348-4362
    • Geiß, C.1    Wurm, M.2    Breunig, M.3    Felbier, A.4    Taubenböck, H.5
  • 33
    • 84888012367 scopus 로고    scopus 로고
    • Earth Observation Center (EOC), Oberpfaffenhofen, Germany, Tech. Rep. Public Document TD-GS-PS-0021
    • G. A. C. (DLR), "TanDEM-X ground segment-DEM products specification document," Earth Observation Center (EOC), Oberpfaffenhofen, Germany, Tech. Rep. Public Document TD-GS-PS-0021, 2013.
    • (2013) TanDEM-X Ground Segment-DEM Products Specification Document
    • G. A. C. (DLR)1
  • 38
    • 0039253819 scopus 로고    scopus 로고
    • LOF: Identifying density-based local outliers
    • M. M. Breunig and H.-P. Kriegel, "LOF: Identifying density-based local outliers," in Proc. SIGMOD Rec., 2000, vol. 29, pp. 93-104.
    • (2000) Proc. SIGMOD Rec. , vol.29 , pp. 93-104
    • Breunig, M.M.1    Kriegel, H.-P.2
  • 39
    • 84968933177 scopus 로고
    • Digital elevation models (DEM)-Data users guide
    • 3rd ed., Reston, Virginia: United States Geological Survey
    • U. S. G. S. (USGA), "Digital elevation models (DEM)-Data users guide," in Earth Science Information Center and U. S. G. Survey, 3rd ed., Reston, Virginia: United States Geological Survey, 1993.
    • (1993) Earth Science Information Center and U. S. G. Survey
    • U. S. G. S. (USGA)1
  • 42
    • 84979613283 scopus 로고    scopus 로고
    • Radar imagery filtering with use of the mathematical morphology operations
    • P. Kupidura and P. Koza, "Radar imagery filtering with use of the mathematical morphology operations," Polish J. Environ. Stud., vol. 17, pp. 31-35, 2008.
    • (2008) Polish J. Environ. Stud. , vol.17 , pp. 31-35
    • Kupidura, P.1    Koza, P.2
  • 43
    • 0037934719 scopus 로고    scopus 로고
    • A progressive morphological filter for removing nonground measurements from airborne LIDAR data
    • Apr.
    • J. J. Zhang, S. H. Chen, D.Whitmann, M.-L. Shyu, J. Yan, and C. Zhang, "A progressive morphological filter for removing nonground measurements from airborne LIDAR data" IEEE Trans. Geosci. Remote Sens., vol. 41, no, 4, pp. 872-882, Apr. 2003.
    • (2003) IEEE Trans. Geosci. Remote Sens. , vol.41 , Issue.4 , pp. 872-882
    • Zhang, J.J.1    Chen, S.H.2    Whitmann, D.3    Shyu, M.-L.4    Yan, J.5    Zhang, C.6
  • 44
    • 0019654573 scopus 로고
    • Bilinear interpolation of digital images
    • P. R. Smith, "Bilinear interpolation of digital images," Ultramicroscopy, vol. 6, pp. 201-204, 1981.
    • (1981) Ultramicroscopy , vol.6 , pp. 201-204
    • Smith, P.R.1
  • 45
    • 85059754274 scopus 로고
    • A two-dimensional interpolation function for irregularlyspaced data
    • presented at the New York, NY, USA
    • D. Shepard, "A two-dimensional interpolation function for irregularlyspaced data," presented at the 23rd ACM National Conf., New York, NY, USA, 1968.
    • (1968) 23rd ACM National Conf.
    • Shepard, D.1
  • 46
    • 0025573208 scopus 로고
    • Adaptive box filters for removal of random noise from digital images
    • E. M. Eliason and A. S. McEwen, "Adaptive box filters for removal of random noise from digital images," Photogramm. Eng. Remote Sens., vol. 56, pp. 453-458, 1990.
    • (1990) Photogramm. Eng. Remote Sens. , vol.56 , pp. 453-458
    • Eliason, E.M.1    McEwen, A.S.2
  • 48
    • 85041146999 scopus 로고
    • U.S. Dept. Agric. For. Serv. Rocky Mountain For. Range Exp. Station, Fort Collins, CO, USA, Tech. Rep. RM-316
    • R. L. Czaplewski, "Variance approximations for assessments of classification accuracy," U.S. Dept. Agric. For. Serv. Rocky Mountain For. Range Exp. Station, Fort Collins, CO, USA, Tech. Rep. RM-316, 1994.
    • (1994) Variance Approximations for Assessments of Classification Accuracy
    • Czaplewski, R.L.1
  • 49
    • 84884689646 scopus 로고    scopus 로고
    • Delineating individual trees from lidar data: A comparison of vector-and raster-based segmentation approaches
    • M. Jakubowski, W. Li, Q. Guo, and M. Kelly, "Delineating individual trees from lidar data: A comparison of vector-and raster-based segmentation approaches," Remote Sens., vol. 5, pp. 4163-4186, 2013.
    • (2013) Remote Sens. , vol.5 , pp. 4163-4186
    • Jakubowski, M.1    Li, W.2    Guo, Q.3    Kelly, M.4
  • 50
    • 80053105702 scopus 로고    scopus 로고
    • Comparison of six individual tree crown detection algorithms evaluated under varying forest conditions
    • M. Larsen, M. Eriksson, X. Descombes, G. Perrin, T. Brandtberg, and F. A. Gougeon, "Comparison of six individual tree crown detection algorithms evaluated under varying forest conditions," Int. J. Remote Sens., vol. 32, pp. 5827-5852, 2011.
    • (2011) Int. J. Remote Sens. , vol.32 , pp. 5827-5852
    • Larsen, M.1    Eriksson, M.2    Descombes, X.3    Perrin, G.4    Brandtberg, T.5    Gougeon, F.A.6
  • 51
    • 84886930214 scopus 로고    scopus 로고
    • What makes segmentation good? A case study in boreal forest habitat mapping
    • Dec.
    • A. Rasanen, A. Rusanen, M. Kuitunen, and A. Lensu, "What makes segmentation good? A case study in boreal forest habitat mapping," Int. J. Remote Sens., vol. 34, pp. 8603-8627, Dec. 2013.
    • (2013) Int. J. Remote Sens. , vol.34 , pp. 8603-8627
    • Rasanen, A.1    Rusanen, A.2    Kuitunen, M.3    Lensu, A.4
  • 52
    • 84856009464 scopus 로고    scopus 로고
    • Mean-curvature watersheds: A simple method for segmentation of a digital elevation model into terrain units
    • Feb.
    • B. Romstad and B. Etzelmuller, "Mean-curvature watersheds: A simple method for segmentation of a digital elevation model into terrain units," Geomorphology, vol. 139, pp. 293-302, Feb. 2012.
    • (2012) Geomorphology , vol.139 , pp. 293-302
    • Romstad, B.1    Etzelmuller, B.2
  • 53
    • 84901830513 scopus 로고    scopus 로고
    • Extracting ground-level DEM from SRTM DEM in forest environments based on mathematical morphology
    • Oct.
    • J. K. Liu, D. S. Liu, and D. Alsdorf, "Extracting ground-level DEM from SRTM DEM in forest environments based on mathematical morphology," IEEE Trans. Geosci. Remote Sens., vol. 52, no. 10, pp. 6333-6340, Oct. 2014.
    • (2014) IEEE Trans. Geosci. Remote Sens. , vol.52 , Issue.10 , pp. 6333-6340
    • Liu, J.K.1    Liu, D.S.2    Alsdorf, D.3
  • 57
    • 84878372022 scopus 로고    scopus 로고
    • Urban vegetation classification: Benefits of multitemporal RapidEye satellite data
    • J. Tigges, T. Lakes, and P. Hostert, "Urban vegetation classification: Benefits of multitemporal RapidEye satellite data," Remote Sens. Environ., vol. 136, pp. 66-75, 2013.
    • (2013) Remote Sens. Environ. , vol.136 , pp. 66-75
    • Tigges, J.1    Lakes, T.2    Hostert, P.3
  • 58
    • 80053129356 scopus 로고    scopus 로고
    • A review ofmethods for automatic individual tree-crown detection and delineation from passive remote sensing
    • Y. H. Ke and L. J. Quackenbush, "A review ofmethods for automatic individual tree-crown detection and delineation from passive remote sensing," Int. J. Remote Sens., vol. 32, pp. 4725-4747, 2011.
    • (2011) Int. J. Remote Sens. , vol.32 , pp. 4725-4747
    • Ke, Y.H.1    Quackenbush, L.J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.