Determining relative contributions of vegetation and topography to burn severity from LANDSAT imagery

Environmental Management

Volumn 52, Issue 4, 2013, Pages 821-836

  Wu, Zhiwei ^a   He, Hong S ^a,b   Liang, Yu ^a   Cai, Longyan ^a   Lewis, Bernard J ^b  

^a INSTITUTE OF APPLIED ECOLOGY   (China)

^b UNIVERSITY OF MISSOURI   (United States)

Author keywords

Burn severity; Fire management; Fire size; NDVI; Topography; Vegetation

Indexed keywords

BURN SEVERITY; EXTREME WEATHER CONDITIONS; FIRE MANAGEMENT; FIRE SIZE; FOREST FIRE MANAGEMENT; NDVI; NORMALIZED DIFFERENCE VEGETATION INDEX; TOPOGRAPHIC CONDITIONS;

DEFORESTATION; FIRES; TOPOGRAPHY;

VEGETATION;

BOREAL FOREST; FIRE MANAGEMENT; FOREST FIRE; LANDSAT; NDVI; SATELLITE IMAGERY; TOPOGRAPHY; VEGETATION;

ARTICLE; BURN SEVERITY; CHINA; ENVIRONMENTAL FACTOR; ENVIRONMENTAL PARAMETERS; ENVIRONMENTAL PLANNING; FIRE ECOLOGY; FOREST MANAGEMENT; FOREST STAND; FOREST STRUCTURE; LANDSCAPE ECOLOGY; RESOURCE ALLOCATION; VEGETATION DYNAMICS;

DEFORESTATION; FOREST FIRES; PLANTS; SATELLITES;

CHINA;

CHINA; FIRES; GEOGRAPHY; PLANTS; REMOTE SENSING TECHNOLOGY;

EID: 84885472708     PISSN: 0364152X     EISSN: 14321009     Source Type: Journal    
DOI: 10.1007/s00267-013-0128-3     Document Type: Article

References (80)

1. Alexander JD, Seavy NE, Ralph CJ, Hogoboom B (2006) Vegetation and topographical correlates of fire severity from two fires in the Klamath-Siskiyou region of Oregon and California. Int J Wildland Fire 15(2):237-245
2. Anderson HE (1982) Aids to determining fuel models for estimating fire behavior. USDA Forest Service General Technical Report INT-122
3. Barrett K, Kasischke ES, Mcguire AD, Turetsky MR, Kane ES (2010) Modeling fire severity in black spruce stands in the Alaskan boreal forest using spectral and non-spectral geospatial data. Remote Sens Environ 114(7):1494-1503
4. Bergeron Y, Leduc A, Harvey BD, Gauthier S (2002) Natural fire regime: a guide for sustainable management of the Canadian boreal forest. Silva Fenn 36(1):81-95
5. Bessie WC, Johnson EA (1995) The relative importance of fuels and weather on fire behavior in sub-alpine forests. Ecology 76(3):747-762
6. Bigler C, Kulakowski D, Veblen TT (2005) Multiple disturbance interactions and drought influence fire severity in rocky mountain subalpine forests. Ecology 86(11):3018-3029
7. Boelman NT, Rocha AV, Shaver GR (2011) Understanding burn severity sensing in Arctic tundra: exploring vegetation indices, suboptimal assessment timing and the impact of increasing pixel size. Int J Remote Sens 32(22):7033-7056
8. Boer MM, Sadler RJ, Bradstock RA, Gill AM, Grierson PF (2008) Spatial scale invariance of southern Australian forest fires mirrors the scaling behaviour of fire-driving weather events. Landscape Ecol 23(8):899-913
9. Bradstock RA, Hammill KA, Collins L, Price O (2010) Effects of weather, fuel and terrain on fire severity in topographically diverse landscapes of south-eastern Australia. Landscape Ecol 25(4):607-619
10. Cahoon DR, Stocks BJ, Levine JS, Cofer WR, Pierson JM (1994) Satellite analysis of the severe 1987 forest-fires in Northern China and Southeastern Siberia. J Geophys Res-Atmos 99:18627-18638
11. Calbk ME, White D, Kiester AR (2002) Assessment of spatial autocorrelation in empirical models of ecology. In: Scott JM, Heglund PJ, Morrison ML, Haufler JB, Raphael MG, Wall WA, Samson FB (eds) Predicting species occurrences: issues of scale and accuracy. Island Press, Washington, DC, pp 429-440
12. Carlson DJ, Reich PB, Frelich LE (2011) Fine-scale heterogeneity in overstory composition contributes to heterogeneity of wildfire severity in southern boreal forest. J Forest Res 16(3):203-214
13. Chang Y, He HS, Bishop I, Hu YM, Bu RC, Xu CG, Li XZ (2007) Long-term forest landscape responses to fire exclusion in the Great Xing'an Mountains, China. Int J Wildland Fire 16(1):34-44
14. Collins BM, Kelly M, Van Wagtendonk JW, Stephens SL (2007) Spatial patterns of large natural fires in Sierra Nevada wilderness areas. Landscape Ecol 22(4):545-557
15. Cumming SG (2001) Forest type and wildfire in the Alberta boreal mixedwood: what do fires burn? Ecol Appl 11(1):97-110
16. Cyr D, Gauthier S, Bergeron Y (2007) Scale-dependent determinants of heterogeneity in fire frequency in a coniferous boreal forest of eastern Canada. Landscape Ecol 22(9):1325-1339
17. Dillon GK, Hollden ZA, Morgan P, Crimins MA, Heyerdahl EK, Luce CH (2011) Both topography and climate affected forest and woodland burn severity in two regions of western US, 1984 to 2006. Ecosphere 2(12):130
18. Duffy PA, Epting J, Graham JM, Rupp TS, Mcguire AD (2007) Analysis of Alaskan burn severity patterns using remotely sensed data. Int J Wildland Fire 16(3):277-284
19. Epting J, Verbyla D (2005) Landscape-level interactions of prefire vegetation, burn severity, and postfire vegetation over a 16-year period in interior Alaska. Can J Forest Res 35(6):1367-1377
20. Epting J, Verbyla D, Sorbel B (2005) Evaluation of remotely sensed indices for assessing burn severity in interior Alaska using Landsat TM and ETM+. Remote Sens Environ 96(3-4):328-339
21. Falk DA, Miller C, Mckenzie D, Black AE (2007) Cross-scale analysis of fire regimes. Ecosystems 10(5):809-823
22. Falk DA, Heyerdahl EK, Brown PM, Farris C, Fule PZ, Mckenzie D, Swetnam TW, Taylor AH, Van Horne ML (2011) Multi-scale controls of historical forest-fire regimes: new insights from fire-scar networks. Front Ecol Environ 9(8):446-454
23. Feng YT (2012) Spatial heterogeneity analysis of forest fire severity in Heilongjiang Province. Master thesis, Graduate University of Chinese Academy of Sciences (in Chinese)
24. Finney MA (2005) The challenge of quantitative risk analysis for wildland fire. Forest Ecol Manag 211(1-2):97-108
25. Finney MA, Mchugh CW, Grenfell IC, Riley KL, Short KC (2011) A simulation of probabilistic wildfire risk components for the continental United States. Stoch Environ Res Risk Assess 25(7):973-1000
26. Hammill KA, Bradstock RA (2006) Remote sensing of fire severity in the Blue Mountains: influence of vegetation type and inferring fire intensity. Int J Wildland Fire 15(2):213-226
27. Hely C, Flannigan M, Bergeron Y (2003) Modeling tree mortality following wildfire in the southeastern Canadian mixed-wood boreal forest. Forest Sci 49(4):566-576
28. Holden ZA, Morgan P, Evans JS (2009) A predictive model of burn severity based on 20-year satellite-inferred burn severity data in a large southwestern US wilderness area. Forest Ecol Manag 258(11):2399-2406
29. Hoy EE, French NHF, Turetsky MR, Trigg SN, Kasischke ES (2008) Evaluating the potential of Landsat TM/ETM+ imagery for assessing fire severity in Alaskan black spruce forests. Int J Wildland Fire 17(4):500-514
30. Hu HQ, Wei SJ, Sun L (2012) Estimation of carbon emissions from forest fires in 2010 in Huzhong of Daxing'anling Mountain. Scientia Silvae Sinicae 48(10):109-119 (in Chinese)
31. Johnstone J, Chapin F (2006) Effects of soil burn severity on post-fire tree recruitment in boreal forest. Ecosystems 9(1):14-31
32. Kane ES, Kasischke ES, Valentine DW, Turetsky MR, Mcguire AD (2007) Topographic influences on wildfire consumption of soil organic carbon in interior Alaska: implications for black carbon accumulation. J Geophys Res 112:G03017. doi: 10.1029/2007JG00458
33. Keane RE, Burgan R, Van Wagtendonk J (2001) Mapping wildland fuels for fire management across multiple scales: integrating remote sensing, GIS, and biophysical modeling. Int J Wildland Fire 10(3-4):301-319
34. Keeley JE (2009) Fire intensity, fire severity and burn severity: a brief review and suggested usage. Int J Wildland Fire 18(1):116-126
35. Keeley JE, Fotheringham CJ (2001) History and management of crown-fire ecosystems: a summary and response. Conserv Biol 15(6):1561-1567
36. Keeley JE, Brennan T, Pfaff AH (2008) Fire severity and ecosystem responses following crown fires in California shrublands. Ecol Appl 18(6):1530-1546
37. Krawchuk MA, Cumming SG, Flannigan MD, Wein RW (2006) Biotic and abiotic regulation of lightning fire initiation in the mixedwood boreal forest. Ecology 87(2):458-468
38. Lee B, Kim SY, Chung J, Park PS (2008) Estimation of fire severity by use of Landsat TM images and its relevance to vegetation and topography in the 2000 Samcheok forest fire. J Forest Res 13(4):197-204
39. Lee SW, Lee MB, Lee YG, Won MS, Kim JJ, Hong SK (2009) Relationship between landscape structure and burn severity at the landscape and class levels in Samchuck, South Korea. Forest Ecol Manag 258(7):1594-1604
40. Lentile LB, Smith FW, Shepperd WD (2006a) Influence of topography and forest structure on patterns of mixed severity fire in ponderosa pine forests of the South Dakota Black Hills, USA. Int J Wildland Fire 15(4):557-566
41. Lentile LB, Holden ZA, Smith AMS, Falkowski MJ, Hudak AT, Morgan P, Lewis SA, Gessler PE, Benson NC (2006b) Remote sensing techniques to assess active fire characteristics and post-fire effects. Int J Wildland Fire 15(3):319-345
42. Liu ZH, He HS, Yang J (2012) Emulating natural fire effects using harvesting in an eastern boreal forest landscape of northeast China. J Veg Sci 23(4):782-795
43. Mckenzie D, Gedalof Z, Peterson DL, Mote P (2004) Climatic change, wildfire, and conservation. Conserv Biol 18(4):890-902
44. Metz MR, Frangioso KM, Meentemeyer RK, Rizzo DM (2011) Interacting disturbances: wildfire severity affected by stage of forest disease invasion. Ecol Appl 21(2):313-320
45. Miller JD, Knapp EE, Key CH, Skinner CN, Isbell CJ, Creasy RM, Sherlock JW (2009) Calibration and validation of the relative differenced Normalized Burn Ratio (RdNBR) to three measures of fire severity in the Sierra Nevada and Klamath Mountains, California, USA. Remote Sens Environ 113(3):645-656
46. Morgan P, Hardy CC, Swetnam TW, Rollins MG, Long DG (2001) Mapping fire regimes across time and space: understanding coarse and fine-scale fire patterns. Int J Wildland Fire 10(3-4):329-342
47. Odion DC, Frost EJ, Strittholt JR, Jiang H, Dellasala DA, Moritz MA (2004) Patterns of fire severity and forest conditions in the western Klamath Mountains, California. Conserv Biol 18(4):927-936
48. Oliveras I, Gracia M, More G, Retana J (2009) Factors influencing the pattern of fire severities in a large wildfire under extreme meteorological conditions in the Mediterranean basin. Int J Wildland Fire 18(7):755-764
49. Parisien MA, Parks SA, Krawchuk MA, Flannigan MD, Bowman LM, Moritz MA (2011) Scale-dependent controls on the area burned in the boreal forest of Canada, 1980-2005. Ecol Appl 21(3):789-805
50. Parks SA, Parisien MA, Miller C (2011) Multi-scale evaluation of the environmental controls on burn probability in a southern Sierra Nevada landscape. Int J Wildland Fire 20(7):815-828
51. Parks SA, Parisien MA, Miller C (2012) Spatial bottom-up controls on fire likelihood vary across western North America. Ecosphere 3(1):1-20
52. Podur JJ, Martell DL (2009) The influence of weather and fuel type on the fuel composition of the area burned by forest fires in Ontario, 1996-2006. Ecol Appl 19(5):1246-1252
53. Ricotta C, Arianoutsou M, Diaz-Delgado R, Duguy B, Lloret F, Maroudi E, Mazzoleni S, Moreno JM, Rambal S, Vallejo R, Vazquez A (2001) Self-organized criticality of wildfires ecologically revisited. Ecol Model 141(1-3):307-311
54. Rollins MG, Morgan P, Swetnam T (2002) Landscape-scale controls over 20(th) century fire occurrence in two large Rocky Mountain (USA) wilderness areas. Landscape Ecol 17(6):539-557
55. Ryan KC (2002) Dynamic interactions between forest structure and fire behavior in boreal ecosystems. Silva Fenn 36(1):13-39
56. Schoennagel T, Veblen TT, Romme WH (2004) The interaction of fire, fuels, and climate across rocky mountain forests. Bioscience 54(7):661-676
57. Shu LF, Wang MY, Tian XR, Li ZQ, Xiao RJ (2003) Fire environment mechanism of ground fire formation in Daxingan Mountains. J Nat Disasters 12(4):62-67 (in Chinese)
58. Steve T (2003) An analysis of shaded fuel breaks on fire behavior. Technical Fire Management 17 Fairbanks, Bureau of Land Management, Alaska Fire Service, Alaska
59. Taylor AH, Skinner CN (2003) Spatial patterns and controls on historical fire regimes and forest structure in the Klamath Mountains. Ecol Appl 13(3):704-719
60. Thaxton JM, Platt WJ (2006) Small-scale fuel variation alters fire intensity and shrub abundance in a pine savanna. Ecology 87(5):1331-1337
61. Thompson JR, Spies TA (2009) Vegetation and weather explain variation in crown damage within a large mixed-severity wildfire. Forest Ecol Manag 258(7):1684-1694
62. Thompson JR, Spies TA, Olsen KA (2011) Canopy damage to conifer plantations within a large mixed-severity wildfire varies with stand age. Forest Ecol Manag 262(3):355-360
63. Tian XR, Shu LF, Wang MY (2005) Influences of fire regime changes on the forest ecosystem in Northeast China. Forest Fire Prevention 1:21-25 (in Chinese)
64. Tian XR, Yin L, Shu LF, Wang MY (2009) Carbon emission from forest fires in Daxing'anling region in 2005-2007. Chin J Appl Ecol 20(12):2877-2883 (in Chinese)
65. Turetsky MR, Kane ES, Harden JW, Ottmar RD, Manies KL, Hoy E, Kasischke ES (2010) Recent acceleration of biomass burning and carbon losses in Alaskan forests and peatlands. Nat Geosci 4(1):27-31
66. Turner MG (2010) Disturbance and landscape dynamics in a changing world. Ecology 91(10):2833-2849
67. Turner MG, Romme WH (1994) Landscape dynamics in crown fire ecosystems. Landscape Ecol 9(1):59-77
68. Turner MG, Romme WH, Gardner RH (1999) Prefire heterogeneity, fire severity, and early postfire plant reestablishment in subalpine forests of Yellowstone National Park, Wyoming. Int J Wildland Fire 9(1):21-36
69. Turner MG, Romme WH, Tinker DB (2003) Surprises and lessons from the 1988 Yellowstone fires. Front Ecol Environ 1(7):351-358
70. Wang MY, Shu LF, Xiao RJ, Li J, Du JH (2004) Landscape dynamics analysis of Daxing'an Mountains Huzhong Zone under the disturbance of forest fires. J Mt Sci 22(6):702-706 (in Chinese)
71. Wang XG, He HS, Li XZ (2007) The long-term effects of fire suppression and reforestation on a forest landscape in Northeastern China after a catastrophic wildfire. Landscape Urban Plan 79(1):84-95
72. Wimberly MC, Reilly MJ (2007) Assessment of fire severity and species diversity in the southern Appalachians using Landsat TM and ETM plus imagery. Remote Sens Environ 108(2):189-197
73. Wu JG (2004) Effects of changing scale on landscape pattern analysis: scaling relations. Landscape Ecol 19(2):125-138
74. Wu ZW, He HS, Chang Y, Liu ZH, Chen HW (2011) Development of customized fire behavior fuel models for boreal forests of northeastern China. Environ Manage 48(6):1148-1157
75. Wu ZW, He HS, Liu ZH, Liang Y (2013) Comparing fuel reduction treatments for reducing wildfire size and intensity in a boreal forest landscape of northeastern China. Sci Total Environ 454-455(1):30-39
76. Xiao DN, Tao DL, Xu ZB (1988) Impacts of an extra-ordinarily disastrous fire on forest resources and environment. Chin J Ecol 7:5-9 (in Chinese)
77. Xie FJ, Xiao DN, Li XZ, Wang XG, Xia SH, Zhao YZ (2005) Forest landscape restoration assessment based on NDVI under different burn intensity in the burned blank of Daxinganling Mountains. Chinese Journal of Ecology 24(4):368-372 (in Chinese)
78. Xu HC (1998) Forest in Great Xing'an Mountains of China. Science Press, Beijing, pp 1-231 (in Chinese)
79. Xu HC, Li ZD, Qiu Y (1997) Fire disturbance history in virgin forest in northern region of Daxinganling Mountatins. Acta Ecol Sin 17(4):337-343 (in Chinese)
80. Zumbrunnen T, Menéndez P, Bugmann H, Conedera M, Gimmi U, Bürgi M (2012) Human impacts on fire occurrence: a case study of hundred years of forest fires in a dry alpine valley in Switzerland. Reg Environ Change 12(4):935-949