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Volumn 472, Issue , 2014, Pages 929-938

Spatio-temporal analysis of remotely-sensed forest mortality associated with road de-icing salts

Author keywords

Aerial deposition; De icing salts; Forest health; Lagged effects; Remote sensing; Soil uptake

Indexed keywords

ANTENNAS; DEPOSITION; REMOTE SENSING; ROADSIDES; SALTS; SNOW AND ICE REMOVAL; SOILS; TOPOGRAPHY; WATERSHEDS;

EID: 84890409233     PISSN: 00489697     EISSN: 18791026     Source Type: Journal    
DOI: 10.1016/j.scitotenv.2013.11.103     Document Type: Article
Times cited : (14)

References (60)
  • 1
    • 66349099040 scopus 로고    scopus 로고
    • Temperature sensitivity of drought-induced tree mortality portends increased regional die-off under global-change-type drought
    • Adams H.D., Guardiola-Claramonte M., Barron-Gafford G.A., Villegas J.C., Breshears D.D., Zou C.B., et al. Temperature sensitivity of drought-induced tree mortality portends increased regional die-off under global-change-type drought. Proc Natl Acad Sci 2009, 106:7063-7066.
    • (2009) Proc Natl Acad Sci , vol.106 , pp. 7063-7066
    • Adams, H.D.1    Guardiola-Claramonte, M.2    Barron-Gafford, G.A.3    Villegas, J.C.4    Breshears, D.D.5    Zou, C.B.6
  • 2
    • 0016355478 scopus 로고
    • A new look at the statistical model identification
    • Akaike H. A new look at the statistical model identification. IEEE Trans Autom Control 1974, 19:716-723.
    • (1974) IEEE Trans Autom Control , vol.19 , pp. 716-723
    • Akaike, H.1
  • 3
    • 73649140927 scopus 로고    scopus 로고
    • A global overview of drought and heat-induced tree mortality reveals emerging climate change risks for forests
    • Allen C.D., Macalady A.K., Chenchouni H., Bachelet D., McDowell N., Vennetier M., et al. A global overview of drought and heat-induced tree mortality reveals emerging climate change risks for forests. For Ecol Manage 2010, 259:660-684.
    • (2010) For Ecol Manage , vol.259 , pp. 660-684
    • Allen, C.D.1    Macalady, A.K.2    Chenchouni, H.3    Bachelet, D.4    McDowell, N.5    Vennetier, M.6
  • 4
    • 84871354967 scopus 로고    scopus 로고
    • Consequences of widespread tree mortality triggered by drought and temperature stress
    • Anderegg W.R.L., Kane J.M., Anderegg L.D.L. Consequences of widespread tree mortality triggered by drought and temperature stress. Nat Clim Chang 2013, 3:30-36.
    • (2013) Nat Clim Chang , vol.3 , pp. 30-36
    • Anderegg, W.R.L.1    Kane, J.M.2    Anderegg, L.D.L.3
  • 5
    • 77954909746 scopus 로고    scopus 로고
    • Drought impacts on the Amazon forest: the remote sensing perspective
    • Asner G.P., Alencar A. Drought impacts on the Amazon forest: the remote sensing perspective. New Phytol 2010, 187:569-578.
    • (2010) New Phytol , vol.187 , pp. 569-578
    • Asner, G.P.1    Alencar, A.2
  • 6
    • 0442282973 scopus 로고    scopus 로고
    • Canopy shadow in IKONOS satellite observations of tropical forests and savannas
    • Asner G.P., Warner A.S. Canopy shadow in IKONOS satellite observations of tropical forests and savannas. Remote Sens Environ 2003, 87:521-533.
    • (2003) Remote Sens Environ , vol.87 , pp. 521-533
    • Asner, G.P.1    Warner, A.S.2
  • 7
    • 0026305589 scopus 로고
    • Potentials and limits of vegetation indexes for LAI and APAR assessment
    • Baret F., Guyot G. Potentials and limits of vegetation indexes for LAI and APAR assessment. Remote Sens Environ 1991, 35:161-173.
    • (1991) Remote Sens Environ , vol.35 , pp. 161-173
    • Baret, F.1    Guyot, G.2
  • 8
    • 33646379371 scopus 로고    scopus 로고
    • Chloride retention and release in a boreal forest soil: effects of soil water residence time and nitrogen and chloride loads
    • Bastviken D., Sanden P., Svensson T., Stahlberg A.C., Magounakis M., Oberg G. Chloride retention and release in a boreal forest soil: effects of soil water residence time and nitrogen and chloride loads. Environ Sci Technol 2006, 40:2977-2982.
    • (2006) Environ Sci Technol , vol.40 , pp. 2977-2982
    • Bastviken, D.1    Sanden, P.2    Svensson, T.3    Stahlberg, A.C.4    Magounakis, M.5    Oberg, G.6
  • 9
    • 0032719728 scopus 로고    scopus 로고
    • Airborne spreading and deposition of de-icing salt-a case study
    • Blomqvist G., Johansson E.L. Airborne spreading and deposition of de-icing salt-a case study. Sci Total Environ 1999, 235:161-168.
    • (1999) Sci Total Environ , vol.235 , pp. 161-168
    • Blomqvist, G.1    Johansson, E.L.2
  • 10
    • 0036161861 scopus 로고    scopus 로고
    • Sodium accumulation in soils and plants along Massachusetts roadsides
    • Bryson G.M., Barker A.V. Sodium accumulation in soils and plants along Massachusetts roadsides. Commun. Soil Sci. Plant Anal. 2002, 33:67-78.
    • (2002) Commun. Soil Sci. Plant Anal. , vol.33 , pp. 67-78
    • Bryson, G.M.1    Barker, A.V.2
  • 11
    • 0032908668 scopus 로고    scopus 로고
    • Deicing salt accumulation and loss in highway snowbanks
    • Buttle J.M., Labadia C.F. Deicing salt accumulation and loss in highway snowbanks. J Environ Qual 1999, 28:155-164.
    • (1999) J Environ Qual , vol.28 , pp. 155-164
    • Buttle, J.M.1    Labadia, C.F.2
  • 13
    • 39749119412 scopus 로고    scopus 로고
    • Automatic radiometric normalization of multitemporal satellite imagery with the iteratively re-weighted MAD transformation
    • Canty M.J., Nielsen A.A. Automatic radiometric normalization of multitemporal satellite imagery with the iteratively re-weighted MAD transformation. Remote Sens Environ 2008, 112:1025-1036.
    • (2008) Remote Sens Environ , vol.112 , pp. 1025-1036
    • Canty, M.J.1    Nielsen, A.A.2
  • 14
    • 0023823146 scopus 로고
    • An improved dark-object subtraction technique for atmospheric scattering correction of multispectral data
    • Chavez P.S. An improved dark-object subtraction technique for atmospheric scattering correction of multispectral data. Remote Sens Environ 1988, 24:459-479.
    • (1988) Remote Sens Environ , vol.24 , pp. 459-479
    • Chavez, P.S.1
  • 15
    • 0030472333 scopus 로고    scopus 로고
    • Digital change detection in forest ecosystems with remote sensing imagery
    • Coppin P.R., Bauer M.E. Digital change detection in forest ecosystems with remote sensing imagery. Remote Sens Rev 1996, 13:207-234.
    • (1996) Remote Sens Rev , vol.13 , pp. 207-234
    • Coppin, P.R.1    Bauer, M.E.2
  • 17
    • 79953148371 scopus 로고    scopus 로고
    • Emerging indirect and long-term road salt effects on ecosystems
    • Findlay S.E.G., Kelly V.R. Emerging indirect and long-term road salt effects on ecosystems. Ann N Y Acad Sci 2011, 1223:58-68.
    • (2011) Ann N Y Acad Sci , vol.1223 , pp. 58-68
    • Findlay, S.E.G.1    Kelly, V.R.2
  • 18
    • 84869888402 scopus 로고    scopus 로고
    • Quantifying tree mortality in a mixed species woodland using multitemporal high spatial resolution satellite imagery
    • Garrity S.R., Allen C.D., Brumby S.P., Gangodagamage C., McDowell N.G., Cai D.M. Quantifying tree mortality in a mixed species woodland using multitemporal high spatial resolution satellite imagery. Remote Sens Environ 2013, 129:54-65.
    • (2013) Remote Sens Environ , vol.129 , pp. 54-65
    • Garrity, S.R.1    Allen, C.D.2    Brumby, S.P.3    Gangodagamage, C.4    McDowell, N.G.5    Cai, D.M.6
  • 19
    • 0026614563 scopus 로고
    • Registration-noise reduction in difference images for change detection
    • Gong P., LeDrew E.F., Miller J.R. Registration-noise reduction in difference images for change detection. Int J Remote Sens 1992, 13:773-779.
    • (1992) Int J Remote Sens , vol.13 , pp. 773-779
    • Gong, P.1    LeDrew, E.F.2    Miller, J.R.3
  • 20
    • 0001284622 scopus 로고
    • Effects of de-icing salt on eastern white pine: foliar injury, growth suppression and seasonal changes in foliar concentrations of sodium and chloride
    • Hall R., Hofstra G., Lumis G.P. Effects of de-icing salt on eastern white pine: foliar injury, growth suppression and seasonal changes in foliar concentrations of sodium and chloride. Can J Forest Res 1972, 2:244-249.
    • (1972) Can J Forest Res , vol.2 , pp. 244-249
    • Hall, R.1    Hofstra, G.2    Lumis, G.P.3
  • 22
    • 0343229199 scopus 로고
    • Studies of salt induced damage to roadside plants in Ontario
    • Hofstra G., Hall R., Lumis G.P. Studies of salt induced damage to roadside plants in Ontario. J Arboric 1979, 5:25-31.
    • (1979) J Arboric , vol.5 , pp. 25-31
    • Hofstra, G.1    Hall, R.2    Lumis, G.P.3
  • 23
    • 77954121313 scopus 로고    scopus 로고
    • Beyond Landsat: a comparison of four satellite sensors for detecting burn severity in ponderosa pine forests of the Gila Wilderness, NM, USA
    • Holden Z.A., Morgan P., Smith A.M.S., Vierling L. Beyond Landsat: a comparison of four satellite sensors for detecting burn severity in ponderosa pine forests of the Gila Wilderness, NM, USA. Int J Wildland Fire 2010, 19:449-458.
    • (2010) Int J Wildland Fire , vol.19 , pp. 449-458
    • Holden, Z.A.1    Morgan, P.2    Smith, A.M.S.3    Vierling, L.4
  • 24
    • 0008250256 scopus 로고
    • Salt injury to trees
    • Holmes F.W. Salt injury to trees. Phytopathology 1961, 51:712-718.
    • (1961) Phytopathology , vol.51 , pp. 712-718
    • Holmes, F.W.1
  • 25
    • 0024165401 scopus 로고
    • A soil-adjusted vegetation index (SAVI)
    • Huete A.R. A soil-adjusted vegetation index (SAVI). Remote Sens Environ 1988, 25:295-309.
    • (1988) Remote Sens Environ , vol.25 , pp. 295-309
    • Huete, A.R.1
  • 26
    • 0019728363 scopus 로고
    • Urban change detection mapping using Landsat digital data
    • Jensen J.R. Urban change detection mapping using Landsat digital data. Am Cartographer 1981, 8:127-147.
    • (1981) Am Cartographer , vol.8 , pp. 127-147
    • Jensen, J.R.1
  • 28
    • 40949131477 scopus 로고    scopus 로고
    • Long-term sodium chloride retention in a rural watershed: legacy effects of road salt on streamwater concentration
    • Kelly V.R., Lovett G.M., Weathers K.C., Findlay S.E., Strayer D.L., Burns D.I., et al. Long-term sodium chloride retention in a rural watershed: legacy effects of road salt on streamwater concentration. Environ Sci Technol 2008, 42:410-415.
    • (2008) Environ Sci Technol , vol.42 , pp. 410-415
    • Kelly, V.R.1    Lovett, G.M.2    Weathers, K.C.3    Findlay, S.E.4    Strayer, D.L.5    Burns, D.I.6
  • 29
    • 0004285939 scopus 로고
    • Conifer damage and mortality associated with highway de-icing and snow removal in the Lake Tahoe area
    • USDA Forest Service, Pacific Southwest Region, Vallejo, California
    • Kliejunas J., Marosy M., Pronos J. Conifer damage and mortality associated with highway de-icing and snow removal in the Lake Tahoe area. Forest Pest Management Report 89-11 1989, USDA Forest Service, Pacific Southwest Region, Vallejo, California.
    • (1989) Forest Pest Management Report 89-11
    • Kliejunas, J.1    Marosy, M.2    Pronos, J.3
  • 31
    • 84865408801 scopus 로고    scopus 로고
    • Landsat: building a strong future
    • [Landsat Legacy Special Issue]
    • Loveland T.R., Dwyer J.L. Landsat: building a strong future. Remote Sens Environ 2012, 122:22-29. [Landsat Legacy Special Issue]. 10.1016/j.rse.2011.09.022.
    • (2012) Remote Sens Environ , vol.122 , pp. 22-29
    • Loveland, T.R.1    Dwyer, J.L.2
  • 33
    • 0028669119 scopus 로고
    • Mapping and monitoring conifer mortality using remote sensing in the Lake Tahoe Basin
    • Macomber S.A., Woodcock C.E. Mapping and monitoring conifer mortality using remote sensing in the Lake Tahoe Basin. Remote Sens Environ 1994, 50:255-266.
    • (1994) Remote Sens Environ , vol.50 , pp. 255-266
    • Macomber, S.A.1    Woodcock, C.E.2
  • 35
    • 85067719202 scopus 로고
    • Evaluation of vegetation damage along Nevada highways in the Lake Tahoe Basin
    • USDA Forest Service Boise Field Office, Boise, Idaho
    • Marshall J.P. Evaluation of vegetation damage along Nevada highways in the Lake Tahoe Basin. Forest Pest Report 84-3 1984, USDA Forest Service Boise Field Office, Boise, Idaho.
    • (1984) Forest Pest Report 84-3
    • Marshall, J.P.1
  • 36
    • 79954596639 scopus 로고    scopus 로고
    • Evaluating the potential of multispectral imagery to map multiple stages of tree mortality
    • Meddens A.J.H., Hicke J.A., Vierling L.A. Evaluating the potential of multispectral imagery to map multiple stages of tree mortality. Remote Sens Environ 2011, 115:1632-1642.
    • (2011) Remote Sens Environ , vol.115 , pp. 1632-1642
    • Meddens, A.J.H.1    Hicke, J.A.2    Vierling, L.A.3
  • 37
    • 84873507501 scopus 로고    scopus 로고
    • Evaluating methods to detect bark beetle-caused tree mortality using single-date and multi-date Landsat imagery
    • Meddens A.J.H., Hicke J.A., Vierling L.A., Hudak A.T. Evaluating methods to detect bark beetle-caused tree mortality using single-date and multi-date Landsat imagery. Remote Sens Environ 2013, 132:49-58.
    • (2013) Remote Sens Environ , vol.132 , pp. 49-58
    • Meddens, A.J.H.1    Hicke, J.A.2    Vierling, L.A.3    Hudak, A.T.4
  • 38
    • 77955771168 scopus 로고    scopus 로고
    • Long-term impact of de-icing salts on tree health in the Lake Tahoe Basin: environmental influences and interactions with insects and diseases
    • Munck I.A., Bennett C.M., Camilli K.S., Nowak R.S. Long-term impact of de-icing salts on tree health in the Lake Tahoe Basin: environmental influences and interactions with insects and diseases. For Ecol Manage 2010, 260:1218-1229.
    • (2010) For Ecol Manage , vol.260 , pp. 1218-1229
    • Munck, I.A.1    Bennett, C.M.2    Camilli, K.S.3    Nowak, R.S.4
  • 39
    • 85067738780 scopus 로고    scopus 로고
    • Retrieved from
    • OpenTopography Facility Lake Tahoe Basin LiDAR Retrieved from. http://opentopo.sdsc.edu/gridsphere/gridsphere?gs_action=lidarDataset&cid=geonlidarframeportlet&opentopoID=OTLAS.032011.26910.1.
    • Lake Tahoe Basin LiDAR
    • OpenTopography Facility1
  • 40
    • 0034582033 scopus 로고    scopus 로고
    • Effects of road distance and protective measures on deicing NaCl deposition and soil solution chemistry in planted median strips
    • Pedersen L.B., Randrup T.B., Ingerslev M. Effects of road distance and protective measures on deicing NaCl deposition and soil solution chemistry in planted median strips. J Arboric 2000, 26:238-245.
    • (2000) J Arboric , vol.26 , pp. 238-245
    • Pedersen, L.B.1    Randrup, T.B.2    Ingerslev, M.3
  • 42
    • 85067720331 scopus 로고
    • Roadside erosion control and revegetation needs associated with the use of de-icing salt within the Lake Tahoe Basin
    • Resource Concepts Inc.(RCI), Resource Concepts, Inc., Carson City, Nevada
    • Resource Concepts Inc.(RCI) Roadside erosion control and revegetation needs associated with the use of de-icing salt within the Lake Tahoe Basin. Report to Nevada/California Department of Transportation 1990, vol. I. Resource Concepts, Inc., Carson City, Nevada.
    • (1990) Report to Nevada/California Department of Transportation , vol.1
  • 43
    • 71349085671 scopus 로고    scopus 로고
    • Detecting wind disturbance severity and canopy heterogeneity in boreal forest by coupling high-spatial resolution satellite imagery and field data
    • Rich R.L., Frelich L., Reich P.B., Bauer M.E. Detecting wind disturbance severity and canopy heterogeneity in boreal forest by coupling high-spatial resolution satellite imagery and field data. Remote Sens Environ 2010, 114:299-308.
    • (2010) Remote Sens Environ , vol.114 , pp. 299-308
    • Rich, R.L.1    Frelich, L.2    Reich, P.B.3    Bauer, M.E.4
  • 45
    • 0004327387 scopus 로고
    • Conifer damage and death associated with the use of highway deicing salt in the Lake Tahoe Basin of California and Nevada
    • USDA Forest Service, California Region, Sacramento, California
    • Scharpf R.F., Srago M. Conifer damage and death associated with the use of highway deicing salt in the Lake Tahoe Basin of California and Nevada. Forest Pest Control Technical Report 1 1974, USDA Forest Service, California Region, Sacramento, California.
    • (1974) Forest Pest Control Technical Report 1
    • Scharpf, R.F.1    Srago, M.2
  • 46
    • 0000462482 scopus 로고
    • Studies on the effects of de-icing salts on roadside trees
    • Simini M., Leone I.A. Studies on the effects of de-icing salts on roadside trees. J Arboric 1986, 10:221-231.
    • (1986) J Arboric , vol.10 , pp. 221-231
    • Simini, M.1    Leone, I.A.2
  • 47
  • 48
    • 0000882905 scopus 로고
    • Deicing salt (sodium chloride) damage to Pinus resinosa Ait
    • Sucoff E., Feller R., Kanten D. Deicing salt (sodium chloride) damage to Pinus resinosa Ait. Can J Forest Res 1975, 5:546-556.
    • (1975) Can J Forest Res , vol.5 , pp. 546-556
    • Sucoff, E.1    Feller, R.2    Kanten, D.3
  • 49
    • 0037380573 scopus 로고    scopus 로고
    • Na+tolerance and Na+transport in higher plants
    • Tester M., Davenport R. Na+tolerance and Na+transport in higher plants. Ann Bot 2003, 91:503-527.
    • (2003) Ann Bot , vol.91 , pp. 503-527
    • Tester, M.1    Davenport, R.2
  • 51
    • 85067731381 scopus 로고
    • An economic analysis of the environmental impact of highway deicing
    • U.S.Environmental Protection Agency (EPA), Cambridge, MA, [Retrieved from], D.M. Murray, U.F.W. Ernst (Eds.)
    • U.S.Environmental Protection Agency (EPA) An economic analysis of the environmental impact of highway deicing. EPA Report No. EPA-600/2-76-105 1976, Cambridge, MA, [Retrieved from http://nepis.epa.gov/Exe/ZyPURL.cgi?Dockey=300001KJ.txt]. D.M. Murray, U.F.W. Ernst (Eds.).
    • (1976) EPA Report No. EPA-600/2-76-105
  • 52
    • 84872535694 scopus 로고    scopus 로고
    • Retrieved from
    • U.S.Geological Survey (USGS) Landsat processing details Retrieved from. http://landsat.usgs.gov/Landsat_Processing_Details.php.
    • Landsat processing details
  • 54
    • 2442599176 scopus 로고    scopus 로고
    • AIC model selection using Akaike weights
    • Wagenmakers E.J., Farrell S. AIC model selection using Akaike weights. Psychon Bull Rev 2004, 11:192-196.
    • (2004) Psychon Bull Rev , vol.11 , pp. 192-196
    • Wagenmakers, E.J.1    Farrell, S.2
  • 55
    • 38549144961 scopus 로고    scopus 로고
    • Forest health impacts of bark beetles, dwarf mistletoe, and blister rust in a Lake Tahoe Basin mixed conifer stand
    • Walker R.F., Fecko R.M., Frederick W.B., Johnson D.W., Miller W.W. Forest health impacts of bark beetles, dwarf mistletoe, and blister rust in a Lake Tahoe Basin mixed conifer stand. West N Am Nat 2007, 67:562-571.
    • (2007) West N Am Nat , vol.67 , pp. 562-571
    • Walker, R.F.1    Fecko, R.M.2    Frederick, W.B.3    Johnson, D.W.4    Miller, W.W.5
  • 57
    • 85067712720 scopus 로고    scopus 로고
    • Western Regional Climate Center (WRCC), Desert Research Institute, Retrieved October 2008, from
    • Western Regional Climate Center (WRCC), Desert Research Institute Tahoe, California-climate summary (1903-2010 climate data) Retrieved October 2008, from. http://www.wrcc.dri.edu/cgi-bin/cliMAIN.pl?ca8758.
    • Tahoe, California-climate summary (1903-2010 climate data)
  • 58
    • 0030509068 scopus 로고    scopus 로고
    • Remote sensing of forest fire severity and vegetation recovery
    • White J.D., Ryan K.C., Key C.C., Running S.W. Remote sensing of forest fire severity and vegetation recovery. Int J Wildland Fire 1996, 6:125-136.
    • (1996) Int J Wildland Fire , vol.6 , pp. 125-136
    • White, J.D.1    Ryan, K.C.2    Key, C.C.3    Running, S.W.4
  • 59
    • 85067707906 scopus 로고    scopus 로고
    • Atmospheric dispersion study of deicing salt applied to roads
    • Illinois State Water Survey, Atmospheric Environment Section, Champaign, Illinois
    • Williams A.L., Stensland G.J., Peters C.R., Osborne J. Atmospheric dispersion study of deicing salt applied to roads. First Progress Report 2000, Illinois State Water Survey, Atmospheric Environment Section, Champaign, Illinois.
    • (2000) First Progress Report
    • Williams, A.L.1    Stensland, G.J.2    Peters, C.R.3    Osborne, J.4
  • 60
    • 29744439952 scopus 로고    scopus 로고
    • Surveying mountain pine beetle damage of forests: a review of remote sensing opportunities
    • Wulder M.A., Dymond C.C., White J.C., Leckie D.G., Carroll A.L. Surveying mountain pine beetle damage of forests: a review of remote sensing opportunities. For Ecol Manage 2006, 221:27-41.
    • (2006) For Ecol Manage , vol.221 , pp. 27-41
    • Wulder, M.A.1    Dymond, C.C.2    White, J.C.3    Leckie, D.G.4    Carroll, A.L.5


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