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Volumn 14, Issue 4, 2015, Pages 835-843

Monitoring downed coarse woody debris through appearance of canopy gaps in urban boreal forests with bitemporal ALS data

Author keywords

Airborne LiDAR; Change detection; CWD; Deadwood mapping

Indexed keywords

BOREAL FOREST; CANOPY GAP; COARSE WOODY DEBRIS; CONIFEROUS TREE; DATA ACQUISITION; DEAD WOOD; DECIDUOUS TREE; DETECTION METHOD; FOREST MANAGEMENT; LIDAR; MAPPING METHOD; URBAN AREA;

EID: 84951780488     PISSN: 16188667     EISSN: 16108167     Source Type: Journal    
DOI: 10.1016/j.ufug.2015.08.005     Document Type: Article
Times cited : (16)

References (55)
  • 2
    • 33846784000 scopus 로고    scopus 로고
    • A rigorous assessment of tree height measurements obtained using airborne lidar and conventional field methods
    • Andersen H.-E., Reutebuch S., McGaughey R. A rigorous assessment of tree height measurements obtained using airborne lidar and conventional field methods. Can. J. For. Sci. 2006, 32(5):355-366.
    • (2006) Can. J. For. Sci. , vol.32 , Issue.5 , pp. 355-366
    • Andersen, H.-E.1    Reutebuch, S.2    McGaughey, R.3
  • 3
    • 85044575962 scopus 로고    scopus 로고
    • DEM generation from laser scanner data using adaptive TIN models
    • Axelsson P. DEM generation from laser scanner data using adaptive TIN models. Int. Arch. Photogramm. Remote Sens. 2000, 33:110-117.
    • (2000) Int. Arch. Photogramm. Remote Sens. , vol.33 , pp. 110-117
    • Axelsson, P.1
  • 4
    • 67649371193 scopus 로고    scopus 로고
    • Estimation of standing dead tree class distribution in northwest coastal forests using lidar remote sensing
    • Bater C., Coops N., Gergel S., LeMay V., Collins D. Estimation of standing dead tree class distribution in northwest coastal forests using lidar remote sensing. Can. J. For. Res. 2009, 39:1080-1091.
    • (2009) Can. J. For. Res. , vol.39 , pp. 1080-1091
    • Bater, C.1    Coops, N.2    Gergel, S.3    LeMay, V.4    Collins, D.5
  • 5
    • 84856732722 scopus 로고    scopus 로고
    • Object-based image analysis of downed logs in disturbed forested landscapes using lidar
    • Blanchard S.D., Jakubowski M.K., Kelly M. Object-based image analysis of downed logs in disturbed forested landscapes using lidar. Remote Sens. 2011, 3(11):2420-2439.
    • (2011) Remote Sens. , vol.3 , Issue.11 , pp. 2420-2439
    • Blanchard, S.D.1    Jakubowski, M.K.2    Kelly, M.3
  • 7
    • 0036145005 scopus 로고    scopus 로고
    • Estimating down deadwood from FIA forest inventory variables in Maine
    • Chojnacky D., Heath L. Estimating down deadwood from FIA forest inventory variables in Maine. Environ. Pollut. 2002, 116:S25-S30.
    • (2002) Environ. Pollut. , vol.116 , pp. S25-S30
    • Chojnacky, D.1    Heath, L.2
  • 8
    • 0002506001 scopus 로고    scopus 로고
    • Threats to forestry by insect pests in Europe
    • Chapman & Hall, London, 0-412-79110-2. A.D. Watt, N.E. Stork, M.D. Hunter (Eds.)
    • Day K.R., Leather S.R. Threats to forestry by insect pests in Europe. Forests and Insects 1997, 177-205. Chapman & Hall, London, 0-412-79110-2. (450 pp.). A.D. Watt, N.E. Stork, M.D. Hunter (Eds.).
    • (1997) Forests and Insects
    • Day, K.R.1    Leather, S.R.2
  • 10
    • 0002988810 scopus 로고    scopus 로고
    • Detecting and estimating attributes for single trees using laser scanner
    • Hyyppä J., Inkinen M. Detecting and estimating attributes for single trees using laser scanner. Photogramm. J. Finland 1999, 16(2):27-42.
    • (1999) Photogramm. J. Finland , vol.16 , Issue.2 , pp. 27-42
    • Hyyppä, J.1    Inkinen, M.2
  • 12
    • 21244506784 scopus 로고    scopus 로고
    • Functions for estimating stem diameter and tree age using tree height, crown width and existing stand database information
    • Kalliovirta J., Tokola T. Functions for estimating stem diameter and tree age using tree height, crown width and existing stand database information. Silva Fenn. 2005, 39(2):227-248.
    • (2005) Silva Fenn. , vol.39 , Issue.2 , pp. 227-248
    • Kalliovirta, J.1    Tokola, T.2
  • 15
    • 0036091866 scopus 로고    scopus 로고
    • Amount and diversity of coarse woody debris within a boreal landscape dominated by Pinus sylvestris in Vienansalo wilderness, eastern Fennoscandia
    • Karjalainen L., Kuuluvainen T. Amount and diversity of coarse woody debris within a boreal landscape dominated by Pinus sylvestris in Vienansalo wilderness, eastern Fennoscandia. Silva Fenn. 2002, 36:147-167.
    • (2002) Silva Fenn. , vol.36 , pp. 147-167
    • Karjalainen, L.1    Kuuluvainen, T.2
  • 16
    • 67349288558 scopus 로고    scopus 로고
    • Tree species differentiation 462 using intensity data derived from leaf-on and leaf-offairborne laser scanner data
    • Kim S., McGaughey R., Andersen H.-E., Schreuder G. Tree species differentiation 462 using intensity data derived from leaf-on and leaf-offairborne laser scanner data. Remote Sens. Environ. 2009, 113:1575-1586.
    • (2009) Remote Sens. Environ. , vol.113 , pp. 1575-1586
    • Kim, S.1    McGaughey, R.2    Andersen, H.-E.3    Schreuder, G.4
  • 17
    • 33645801594 scopus 로고    scopus 로고
    • Detection of individual tree crowns in airborne lidar data
    • Koch B., Heyder U., Weinacker H. Detection of individual tree crowns in airborne lidar data. Photogramm. Eng. Remote Sens. 2006, 72:357-363.
    • (2006) Photogramm. Eng. Remote Sens. , vol.72 , pp. 357-363
    • Koch, B.1    Heyder, U.2    Weinacker, H.3
  • 18
    • 0345448811 scopus 로고    scopus 로고
    • Hotspots of insect diversity in boreal forests
    • Komonen A. Hotspots of insect diversity in boreal forests. Conserv. Biol. 2003, 17(4):976-981.
    • (2003) Conserv. Biol. , vol.17 , Issue.4 , pp. 976-981
    • Komonen, A.1
  • 19
    • 33746484995 scopus 로고    scopus 로고
    • Individual tree measurements by means of digital aerial photogrammetry
    • (Tampere)
    • Korpela I. Individual tree measurements by means of digital aerial photogrammetry. Silva Fenn. Monogr. 2004, 3:93. (Tampere).
    • (2004) Silva Fenn. Monogr. , vol.3 , pp. 93
    • Korpela, I.1
  • 20
    • 0028991361 scopus 로고
    • Dynamics of the dead wood carbon pool in northwestern Russian boreal forests
    • Krankina O., Harmon M. Dynamics of the dead wood carbon pool in northwestern Russian boreal forests. Water, Air Soil Pollut. 1995, 82:227-238.
    • (1995) Water, Air Soil Pollut. , vol.82 , pp. 227-238
    • Krankina, O.1    Harmon, M.2
  • 21
    • 0028584660 scopus 로고
    • Gap disturbance, ground microtopography, and the regeneration dynamics of boreal coniferous forests in Finland
    • Kuuluvainen T. Gap disturbance, ground microtopography, and the regeneration dynamics of boreal coniferous forests in Finland. Ann. Zool. Fenn. 1994, 31:35-51.
    • (1994) Ann. Zool. Fenn. , vol.31 , pp. 35-51
    • Kuuluvainen, T.1
  • 22
    • 9344245985 scopus 로고
    • Runkopuun saannon riippuvuus kannon korkeudesta ja latvan katkaisuläpimitasta
    • (In Finnish)
    • Laasasenaho J. Runkopuun saannon riippuvuus kannon korkeudesta ja latvan katkaisuläpimitasta. Folia For. 1975, 233:20. (In Finnish).
    • (1975) Folia For. , vol.233 , pp. 20
    • Laasasenaho, J.1
  • 23
    • 0002039879 scopus 로고
    • Taper curve and volume functions for pine, spruce and birch
    • Laasasenaho J. Taper curve and volume functions for pine, spruce and birch. Commun. Inst. For. Fenn. 1982, 108:1-74.
    • (1982) Commun. Inst. For. Fenn. , vol.108 , pp. 1-74
    • Laasasenaho, J.1
  • 25
    • 70349750475 scopus 로고    scopus 로고
    • Applying spatial conservation prioritization software and high-resolution GIS data to a national-scale study in forest conservation
    • Lehtomäki J., Tomppo E., Kuokkanen P., Hanski I., Moilanen A. Applying spatial conservation prioritization software and high-resolution GIS data to a national-scale study in forest conservation. For. Ecol. Manage. 2009, 258:2439-2449.
    • (2009) For. Ecol. Manage. , vol.258 , pp. 2439-2449
    • Lehtomäki, J.1    Tomppo, E.2    Kuokkanen, P.3    Hanski, I.4    Moilanen, A.5
  • 26
    • 40049097656 scopus 로고    scopus 로고
    • Deciduous-coniferous tree classification using difference between first and last pulse laser signatures
    • 3/W52, XXXVI
    • Liang X., Hyyppä J., Matikainen L. Deciduous-coniferous tree classification using difference between first and last pulse laser signatures. ISPRS Workshop on Laser Scanning 2007 and Silvilaser 2007 2007, 253-257. 3/W52, XXXVI.
    • (2007) ISPRS Workshop on Laser Scanning 2007 and Silvilaser 2007 , pp. 253-257
    • Liang, X.1    Hyyppä, J.2    Matikainen, L.3
  • 28
    • 9944260989 scopus 로고    scopus 로고
    • The accuracy of estimating individual tree variables with airborne laser scanning in a boreal nature reserve
    • Maltamo M., Mustonen K., Hyyppä J., Pitkänen J., Yu X. The accuracy of estimating individual tree variables with airborne laser scanning in a boreal nature reserve. Can. J. For. Res. 2004, 34:1791-1801.
    • (2004) Can. J. For. Res. , vol.34 , pp. 1791-1801
    • Maltamo, M.1    Mustonen, K.2    Hyyppä, J.3    Pitkänen, J.4    Yu, X.5
  • 29
    • 0034057578 scopus 로고    scopus 로고
    • Species richness of Coleoptera in mature managed and old-growth boreal forests in southern Finland
    • Martikainen P., Siitonen J., Punttila P., Kaila L., Rauh J. Species richness of Coleoptera in mature managed and old-growth boreal forests in southern Finland. Biol. Conserv. 2000, 94:199-209.
    • (2000) Biol. Conserv. , vol.94 , pp. 199-209
    • Martikainen, P.1    Siitonen, J.2    Punttila, P.3    Kaila, L.4    Rauh, J.5
  • 31
    • 0034744175 scopus 로고    scopus 로고
    • Gap dynamics of forest trees: a review with particular attention to boreal forests
    • McCarthy J. Gap dynamics of forest trees: a review with particular attention to boreal forests. Environ. Rev. 2001, 9:1-59.
    • (2001) Environ. Rev. , vol.9 , pp. 1-59
    • McCarthy, J.1
  • 32
    • 84891119155 scopus 로고    scopus 로고
    • Detection of fallen trees in forested areas using small footprint airborne laser scanning data
    • Mücke W., Deák B., SchroiffA., Hollaus M., Pfeifer N. Detection of fallen trees in forested areas using small footprint airborne laser scanning data. Can. J. Remote Sens. 2013, 39(S1):S32-S40.
    • (2013) Can. J. Remote Sens. , vol.39 , pp. S32-S40
    • Mücke, W.1    Deák, B.2    Schroiff, A.3    Hollaus, M.4    Pfeifer, N.5
  • 33
    • 0033020506 scopus 로고    scopus 로고
    • Decomposition rate constants of Picea abies log in southeastern Norway
    • Næsset E. Decomposition rate constants of Picea abies log in southeastern Norway. Can. J. For. Res. 1999, 29:372-381.
    • (1999) Can. J. For. Res. , vol.29 , pp. 372-381
    • Næsset, E.1
  • 34
    • 0036218720 scopus 로고    scopus 로고
    • Predicting forest stand characteristics with airborne scanning laser using a practical two-stage procedure and field data
    • Næsset E. Predicting forest stand characteristics with airborne scanning laser using a practical two-stage procedure and field data. Remote Sens. Environ. 2002, 80:88-99.
    • (2002) Remote Sens. Environ. , vol.80 , pp. 88-99
    • Næsset, E.1
  • 36
    • 68949131074 scopus 로고    scopus 로고
    • Mapping dead wood distribution in a temperate hardwood forest using high resolution airborne imagery
    • Pasher J., King D. Mapping dead wood distribution in a temperate hardwood forest using high resolution airborne imagery. For. Ecol. Manage. 2009, 258:1536-1548.
    • (2009) For. Ecol. Manage. , vol.258 , pp. 1536-1548
    • Pasher, J.1    King, D.2
  • 37
    • 0036731654 scopus 로고    scopus 로고
    • Detecting and measuring individual trees using an airborne laser scanner
    • Persson Å., Holmgren J., Söderman U. Detecting and measuring individual trees using an airborne laser scanner. Photogramm. Eng. Remote Sens. 2002, 68(9):925-932.
    • (2002) Photogramm. Eng. Remote Sens. , vol.68 , Issue.9 , pp. 925-932
    • Persson, Å.1    Holmgren, J.2    Söderman, U.3
  • 38
    • 59749100017 scopus 로고    scopus 로고
    • Comparison of field sampling 504 methods for assessing coarse woody debris and use of airborne laser scanning as auxiliary information
    • Pesonen A., Leino O., Maltamo M., Kangas A. Comparison of field sampling 504 methods for assessing coarse woody debris and use of airborne laser scanning as auxiliary information. For. Ecol. Manage. 2009, 257:1532-1541.
    • (2009) For. Ecol. Manage. , vol.257 , pp. 1532-1541
    • Pesonen, A.1    Leino, O.2    Maltamo, M.3    Kangas, A.4
  • 39
    • 43049128446 scopus 로고    scopus 로고
    • Airborne laser scanning-based prediction of coarse woody debris volumes in a conservation area
    • Pesonen A., Maltamo M., Eerikäinen K., Packalèn P. Airborne laser scanning-based prediction of coarse woody debris volumes in a conservation area. For. Ecol. Manage. 2008, 255:3288-3296.
    • (2008) For. Ecol. Manage. , vol.255 , pp. 3288-3296
    • Pesonen, A.1    Maltamo, M.2    Eerikäinen, K.3    Packalèn, P.4
  • 40
    • 84914179053 scopus 로고    scopus 로고
    • R Foundation for Statistical Computing, Vienna, Austria
    • R Core Team R: A Language and Environment for Statistical Computing 2013, R Foundation for Statistical Computing, Vienna, Austria, 〈http://www. R-project.org/〉.
    • (2013) R: A Language and Environment for Statistical Computing
  • 41
    • 40049090216 scopus 로고    scopus 로고
    • Analysis of full waveform LIDAR data for the classification of deciduous and coniferous trees
    • Reitberger J., Krzystek P., Stilla U. Analysis of full waveform LIDAR data for the classification of deciduous and coniferous trees. Int. J. Remote Sens. 2008, 29(5):1407-1431.
    • (2008) Int. J. Remote Sens. , vol.29 , Issue.5 , pp. 1407-1431
    • Reitberger, J.1    Krzystek, P.2    Stilla, U.3
  • 42
    • 0002033692 scopus 로고    scopus 로고
    • Forest management, coarse woody debris and saproxylic organisms: Fennoscandian boreal forests as an example
    • Siitonen J. Forest management, coarse woody debris and saproxylic organisms: Fennoscandian boreal forests as an example. Ecol. Bull. 2001, 49:11-41.
    • (2001) Ecol. Bull. , vol.49 , pp. 11-41
    • Siitonen, J.1
  • 43
    • 0037450783 scopus 로고    scopus 로고
    • Saproxylic beetles in managed and seminatural Scots pine forests: quality of dead wood matters
    • Similä M., Kouki J., Martikainen P. Saproxylic beetles in managed and seminatural Scots pine forests: quality of dead wood matters. For. Ecol. Manage. 2003, 174:365-381.
    • (2003) For. Ecol. Manage. , vol.174 , pp. 365-381
    • Similä, M.1    Kouki, J.2    Martikainen, P.3
  • 44
    • 0001056967 scopus 로고
    • Satellite image-based national forest inventory of Finland
    • Tomppo E. Satellite image-based national forest inventory of Finland. Int. Arch. Photogramm. Remote Sens. 1991, 28:419-424.
    • (1991) Int. Arch. Photogramm. Remote Sens. , vol.28 , pp. 419-424
    • Tomppo, E.1
  • 46
    • 81355149448 scopus 로고    scopus 로고
    • Combination of individual tree detection and area-based approach in imputation of forest variables using airborne laser data
    • Vastaranta M., Kankare V., Holopainen M., Yu X., Hyyppä J., Hyyppä H. Combination of individual tree detection and area-based approach in imputation of forest variables using airborne laser data. ISPRS J. Photogramm. Remote Sens. 2012, 67:73-79.
    • (2012) ISPRS J. Photogramm. Remote Sens. , vol.67 , pp. 73-79
    • Vastaranta, M.1    Kankare, V.2    Holopainen, M.3    Yu, X.4    Hyyppä, J.5    Hyyppä, H.6
  • 47
    • 84860916194 scopus 로고    scopus 로고
    • Mapping 525 of snow damaged trees based on bitemporal airborne LiDAR data
    • Vastaranta M., Korpela I., Uotila A., Hovi A., Holopainen M. Mapping 525 of snow damaged trees based on bitemporal airborne LiDAR data. Eur. J. For. Res. 2012, 131:1217-1228.
    • (2012) Eur. J. For. Res. , vol.131 , pp. 1217-1228
    • Vastaranta, M.1    Korpela, I.2    Uotila, A.3    Hovi, A.4    Holopainen, M.5
  • 48
    • 77949492502 scopus 로고    scopus 로고
    • Imputation of single-tree attributes using airborne laser scanning-based height, intensity, and alpha shape metrics
    • Vauhkonen J., Korpela I., Maltamo M., Tokola T. Imputation of single-tree attributes using airborne laser scanning-based height, intensity, and alpha shape metrics. Remote Sens. Environ. 2010, 114:1263-1276.
    • (2010) Remote Sens. Environ. , vol.114 , pp. 1263-1276
    • Vauhkonen, J.1    Korpela, I.2    Maltamo, M.3    Tokola, T.4
  • 50
    • 6344294605 scopus 로고    scopus 로고
    • Ecology and management of the spruce bark beetle Ips typographus-a review of recent research
    • Werleminger B. Ecology and management of the spruce bark beetle Ips typographus-a review of recent research. For. Ecol. Manage. 2004, 202:67-82.
    • (2004) For. Ecol. Manage. , vol.202 , pp. 67-82
    • Werleminger, B.1
  • 51
    • 84896919747 scopus 로고    scopus 로고
    • A best practices guide for generating forest inventory attributes from airborne laser scanning data using an area-based approach
    • Natural Resources Canada, Canadian Forest Service, Canadian Wood Fibre Centre, Pacific Forestry Centre, Victoria, BC
    • White J., Wulder M., Varhola A., Vastaranta M., Coops N., Cook B., Pitt D., Woods M. A best practices guide for generating forest inventory attributes from airborne laser scanning data using an area-based approach. Information Report FI-X-10 2013, 50. Natural Resources Canada, Canadian Forest Service, Canadian Wood Fibre Centre, Pacific Forestry Centre, Victoria, BC.
    • (2013) Information Report FI-X-10 , pp. 50
    • White, J.1    Wulder, M.2    Varhola, A.3    Vastaranta, M.4    Coops, N.5    Cook, B.6    Pitt, D.7    Woods, M.8
  • 53
    • 84951736003 scopus 로고    scopus 로고
    • (accessed 9.9.2014).
    • www.forest.fi. 2014. http://www.forest.fi/smyforest/foresteng.nsf/10256a7420866fd0c2256b030 0248b0d/e42f4bc91d52352fc2257d43003060cd?OpenDocument.(accessed 9.9.2014).
    • (2014)
  • 54
    • 2342525333 scopus 로고    scopus 로고
    • Automatic detection of harvested trees and determination of forest growth using airborne laser scanning
    • Yu X., Hyyppä J., Kaartinen H., Maltamo M. Automatic detection of harvested trees and determination of forest growth using airborne laser scanning. Remote Sens. Environ. 2004, 90:451-462.
    • (2004) Remote Sens. Environ. , vol.90 , pp. 451-462
    • Yu, X.1    Hyyppä, J.2    Kaartinen, H.3    Maltamo, M.4
  • 55
    • 78650726103 scopus 로고    scopus 로고
    • Predicting 545 individual tree attributes from airborne laser point clouds based on random forests technique
    • Yu X., Hyyppä J., Vastaranta M., Holopainen M., Viitala R. Predicting 545 individual tree attributes from airborne laser point clouds based on random forests technique. ISPRS J. Photogramm. Remote Sens. 2011, 66:28-37.
    • (2011) ISPRS J. Photogramm. Remote Sens. , vol.66 , pp. 28-37
    • Yu, X.1    Hyyppä, J.2    Vastaranta, M.3    Holopainen, M.4    Viitala, R.5


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