Studying the change in fAPAR after forest fires in Siberia using MODIS

References

• Arseneault , D. 2001 . Impact of fire behaviour on postfire forest development in a homogeneous boreal landscape. . Canadian Journal of Forest Research , 31 : 1367 – 1374 .
   Google Scholar
• Babintseva , R. M. and Titova , Y. V. 1996 . “ Effects of fire on the regeneration of Larch forests in the Lake Baikal Basin. ” . In Fire in Ecosystems of Boreal Eurasia , Edited by: Goldammer , J. G and Furyaev , V. V . 358 – 365 . Boston : Kluwer Academic .
   Google Scholar
• Balzter , H. , Gerard , F. F. , George , C. T. , Rowland , C. S. , Jupp , T. E. , Macallum , I. , Shvidenko , A. , Nilsson , S. , Sukhinin , A. , Onuchin , A. and Schmullius , C. 2005 . Impact of the arctic oscillation pattern on interannual forest fire variability in central Siberia. . Geophysical Research Letters , 32 doi:10.1029/2005GL022526
   Google Scholar
• B artalev , S.A., B elward , A.S., E rchov , D.V. and I saev , A.S., 2003a, The land cover map of Northern Eurasia: method, product and initial users' feedback. Global Land Cover 2000. Available online at http://www‐gvm.jrc.it/glc2000/publications.htm (http://www-gvm.jrc.it/glc2000/publications.htm) (accessed 3 March 2005).
   Google Scholar
• Bartalev , S. A. , Belward , A. S. , Erchov , D. V. and Isaev , A. S. 2003b . A new SPOT4‐VEGETATION derived land cover map of Northern Eurasia. . International Journal of Remote Sensing , 24 : 1977 – 1982 .
   Web of Science ®Google Scholar
• Bergeron , Y. and Dansereau , P. R. 1993 . Predicting the composition of Canadian southern boreal forest in different fire cycles. . Journal of Vegetation Science , 4 : 827 – 832 .
   Web of Science ®Google Scholar
• Bonan , G. B. 1993 . Importance of Leaf Area Index and forest type when estimating photosynthesis in boreal forests. . Remote Sensing of Environment , 43 : 303 – 314 .
   Web of Science ®Google Scholar
• Chapin III , F. S. , Sturm , M. , Serreze , M. C. , McFadden , J. P. , Key , J. R. , Lloyd , A. H. , McGuire , A. D. , Rupp , T. S. , Lynch , A. H. , Schimel , J. P. , Beringer , J. , Chapman , W. L. , Epstein , H. E. , Euskirchen , E. S. , Hinzman , L. D. , Jia , G. , Ping , C.‐L. , Tape , K. D. , Thompson , C. D. C. , Walker , D. A. and Welker , J. M. 2005 . Role of land‐surface changes in Arctic summer warming. . Science , 310 : 657 – 660 .
   PubMed Web of Science ®Google Scholar
• Cumming , S. G. 2001 . Forest type and wildfire in the Alberta Boreal mixed wood: what do fires burn? . Ecological Applications , 11 : 97 – 110 .
   Web of Science ®Google Scholar
• De Grandpre , L. , Morissette , J. and Gauthier , S. 2000 . Long‐term post‐fire changes in the northeastern boreal forest of Quebec. . Journal of Vegetation Science , 11 : 791 – 800 .
   Web of Science ®Google Scholar
• Diaz‐Delgado , R. and Pons , X. 2001 . Spatial patterns of forest fires in Catalonia (NE of Spain) along the period 1975–1995. Analysis of vegetation recovery after fire. . Forest Ecology and Management , 147 : 67 – 74 .
   Web of Science ®Google Scholar
• Diaz‐Delgado , R. , Salvador , R. and Pons , X. 1998 . “ Monitoring of plant community regeneration after fire by remote sensing. ” . In Fire Management and Landscape Ecology , Edited by: Trabaud , L . 315 – 324 . Fairfield, WA : International Association of Wildland Fire .
   Google Scholar
• Diaz‐Delgado , R. , Lloret , F. and Pons , X. 2003 . Influence of fire severity on plant regeneration by means of remote sensing imagery. . International Journal of Remote Sensing , 24 : 1751 – 1763 .
   Web of Science ®Google Scholar
• Dyrness , C. T. , Viereck , L. A. and Van Cleve , K. 1986 . “ Fire in taiga communities of interior Alaska. ” . In Forest Ecosystems in the Alaskan Taiga: A synthesis of structure and function , Edited by: Van Cleve , K , Chapin III , F. S , Flanagan , P. W , Viereck , L. A and Dyrness , C. T . 74 – 88 . New York : Springer‐Verlag .
   Google Scholar
• ECE/FAO (Economy Commission for Europe/Food and Agricultural Organization of the United Nations) . 1985 . The Forest Resources of the ECE Region (Europe, USSR, North America) ECE/FAO/27, Geneva
   Google Scholar
• Environment Canada . 1995 . “ The state of Canada's climate: monitoring change and variability. ” . 52 SOE Report No. 95‐1, Ottawa, Canada
   Google Scholar
• Eugster , W. , Rouse , W. R. , Pielke , R. A. Sr. , McFadden , J. P. , Baldocchi , D. D. , Kittel , T. G. F. , Chapin III , F. S. , Liston , G. E. , Vidale , P. L. , Vaganov , E. and Chambers , S. D. 2000 . Land‐atmosphere energy exchange in Arctic tundra and boreal forest: available data and feedbacks to climate. . Global Change Biology , 6 (suppl. 1) : 84 – 115 .
   PubMedGoogle Scholar
• Everitt , B. S. 1995 . The analysis of repeated measures: a practical review with examples. . The Statistician , 44 : 113 – 135 .
   Google Scholar
• Fiorella , M. and Ripple , W. J. 1993 . Analysis of conifer forest regeneration using Landsat Thematic Mapper data. . Photogrammetric Engineering and Remote Sensing , 59 : 1383 – 1388 .
   Web of Science ®Google Scholar
• Flannigan , M. D. and Van Wagner , C. E. 1991 . Climate change and wildfire in Canada. . Canadian Journal of Forest Research , 21 : 66 – 72 .
   Web of Science ®Google Scholar
• Fortin , M. J. , Payette , S. and Marineau , K. 1999 . Spatial vegetation diversity index along a postfire successional gradient in the northern boreal forest. . Ecoscience , 6 : 204 – 213 .
   Web of Science ®Google Scholar
• Fosberg , M. A. , Goldammer , J. G. , Rind , D. and Price , C. 1990 . “ Global change: effects on forest ecosystems and wildfire severity. ” . In Fire in the Tropical Biota. Ecosystem processes and global challenges , Edited by: Goldammer , J. G . 463 – 486 . Berlin : Springer‐Verlag .
   Google Scholar
• FRA (G lobal F orest R esources A ssessment ), 2000, Main report. Available online at http://www.fao.org/forestry/site/fra2000report/en (accessed 18 July 2006).
   Google Scholar
• F rench , N.H., K asischke , E.S., J ohnson , R.D., B ourgeau ‐C havez , L.L., F rick , A.L. and U stin , S.L., 1996, Estimating fire‐related carbon flux in Alaskan boreal forests using multi‐sensor remote sensing data. AGU Chapman Conference on Biomass Burning and Climate Change . Available online at http://www.cstars.ucdavis.edu/papers/pdf/frenchetal1996a.pdf (accessed 6 March 2006).
   Google Scholar
• Furyaev , V. V. , Vaganov , E. A. , Tchebakova , N. M. and Valendik , E. N. 2001 . Effects of fire and climate on successions and structural changes in the Siberian boreal forest. . Eurasian Journal of Forest Research , 2 : 1 – 15 .
   Google Scholar
• George , C. T. , Rowland , C. , Gerard , F. F. and Balzter , H. 2006 . Retrospective mapping of burnt areas in Central Siberia using a modification of the Normalised Difference Water Index. . Remote Sensing of Environment , 104 : 346 – 359 .
   Google Scholar
• Gerard , F. , Plummer , S. , Wadsworth , R. , Ferreruela , A. , Iliffe , L. , Balzter , H. and Wyatt , B. 2003 . Forest fire scar detection in the Boreal forest with multitemporal SPOT‐VEGETATION data. . IEEE Transactions on Geoscience and Remote Sensing , 41 : 2575 – 2585 .
   Web of Science ®Google Scholar
• Goetz , S. J. , Fiske , G. J. and Bunn , A. G. 2006 . Using satellite time‐series data sets to analyze fire disturbance and forest recovery across Canada. . Remote Sensing of Environment , 101 : 352 – 365 .
   Web of Science ®Google Scholar
• Henry , M. C. and Hope , A. S. 1998 . Monitoring post‐burn recovery of chaparral vegetation in southern California using multi‐temporal satellite data. . International Journal of Remote Sensing , 19 : 3097 – 3107 .
   Web of Science ®Google Scholar
• Hicke , J. A. , Asner , G. P. , Kasischke , E. S. , French , N. H. F. , Randerson , J. T. , Collatz , G. J. , Stocks , B. J. , Tucker , C. J. , Los , S. O. and Field , C. B. 2003 . Postfire response of North American boreal forest net primary productivity analyzed with satellite observations. . Global Change Biology , 9 : 1145 – 1157 .
   Web of Science ®Google Scholar
• Jakubauskas , M. E. , Lulla , K. P. and Mausel , P. W. 1990 . Assessment of vegetation change in a fire‐altered forest landscape. . Photogrammetric Engineering and Remote Sensing , 56 : 371 – 377 .
   Web of Science ®Google Scholar
• Johnstone , J. F. , Chapin III , F. S. , Foote , J. , Kemmet , S. , Price , K. and Viereck , L. 2004 . Decadal observations of the tree regeneration following fire in boreal forests. . Canadian Journal of Forest Research , 34 : 267 – 273 .
   Web of Science ®Google Scholar
• Jupp , T. E. , Taylor , C. M. , Balzter , H. and George , C. T. 2006 . A statistical model linking Siberian forest fire scars with early summer rainfall anomalies. . Geophysical Research Letters , 33 : L14701 doi:10.1029/2006GL026679
   Web of Science ®Google Scholar
• Kasischke , E. S. and French , N. H. F. 1997 . Constraints on using AVHRR composite index imagery to study patterns of vegetation cover in boreal forests. . International Journal of Remote Sensing , 18 : 2403 – 2426 .
   Web of Science ®Google Scholar
• Kasischke , E. S. 2000 . “ Boreal ecosystems in the Global Carbon Cycle. ” . In Fire, Climate Change and Carbon Cycling in the Boreal Forest , Edited by: Kasischke , E. S and Stocks , B. J . 19 – 30 . New York : Springer‐Verlag .
   Google Scholar
• Kasischke , E. S. , French , N. H. F. , Harrell , P. , Christensen , N. L. J. , Ustin , S. L. and Barry , D. 1993 . Monitoring of wildfires in boreal forests using large area AVHRR NDVI composite image data. . Remote Sensing of Environment , 45 : 61 – 71 .
   Web of Science ®Google Scholar
• Knyazikhin , Y. , Martonchik , J. V. , Myneni , R. B. , Diner , D. J. and Running , S. W. 1998 . Synergistic algorithm for estimating vegetation canopy leaf area index and fraction of absorbed photosynthetically active radiation from MODIS and MISR data. . Journal of Geophysical Research , 103 : 32257 – 32275 .
   Web of Science ®Google Scholar
• K nyazikhin , Y., G lassy , J., P rivette , J.L., T ian , Y., L otsch , A., Z hang , Y., W ang , Y., M orisette , J.T., V otava , P., M yneni , R.B., N emani , R.R. and R unning , S.W., 1999, MODIS Leaf Area Index (LAI) and Fraction of Photosynthetically Active Radiation Absorbed by Vegetation (FPAR) Product (MOD15) Algorithm Theoretical Basis Document. Available online at http://eospso.gsfc.nasa.gov/atbd/modistables.html (accessed 1 July 2004).
   Google Scholar
• Larcher , W. 1980 . Physiological Plant Ecology , Berlin : Springer‐Verlag . 2nd edn
   Google Scholar
• Lloyd , J. 1999 . The CO2 dependence of photosynthesis, plant growth responses to elevated CO2 concentrations and their interaction with soil nutrient status, II. Temperate and boreal forest productivity and the combined affects of increasing CO2 concentrations and increased nitrogen deposition at a global scale. . Functional Ecology , 13 : 439 – 459 .
   Web of Science ®Google Scholar
• Loveland , T. R. , Reed , B. C. , Brown , J. F. , Ohlen , D. O. , Zhu , Z. , Yang , L. and Merchant , J. W. 2000 . Development of a global land cover characteristics database and IGBP DISCover from 1 km AVHRR data. . International Journal of Remote Sensing , 21 : 1303 – 1330 .
   Web of Science ®Google Scholar
• McGuire , A. D. , Chapin III , F. S. , Walsh , J. E. and Wirth , C. 2006 . Integrated regional changes in Arctic climate feedbacks: implications for the global climate system. . Annual Review of Environment and Resources , 31 : 61 – 91 .
   Web of Science ®Google Scholar
• Marchetti , M. , Ricotta , C. and Volpe , F. 1995 . A qualitative approach to the mapping of post‐fire regrowth in Mediterranean vegetation with Landsat TM data. . International Journal of Remote Sensing , 16 : 2487 – 2494 .
   Web of Science ®Google Scholar
• Meroni , M. , Mollicone , D. , Belelli , L. , Manca , G. , Rosellini , S. , Stivanello , S. , Tirone , G. , Zompati , R. , Tchebakova , N. , Schulze , E. D. and Valentini , R. 2002 . Carbon and water exchanges of regenerating forests in central Siberia. . Forest Ecology and Management , 169 : 115 – 122 .
   Web of Science ®Google Scholar
• MOD15_BU product, 2005, Declaration of the bug in Collection 4 MOD15A2 fAPAR product. Climate and Vegetation Research Group, Boston University. Available online at ftp://primavera.bu.edu/pub/datasets/MODIS/readme.pdf (accessed 6 March 2005).
   Google Scholar
• Myneni , R. B. , Hoffman , S. , Knyazikhin , Y. , Privette , J. L. , Glassy , J. , Tian , Y. , Wang , Y. , Song , X. , Zhang , Y. , Smith , G. R. , Lotsch , A. , Friedl , M. , Morisette , J. T. , Votava , P. , Nemani , R. R. and Running , S. W. 2002 . Global products of vegetation leaf area and fraction absorbed PAR from year one of MODIS data. . Remote Sensing of Environment , 83 : 214 – 231 .
   Web of Science ®Google Scholar
• M yneni , R., K nyazikhin , Y., G lassy , J., V otava , P. and S habanov , N., 2003, User's guide FAPAR, LAI (ESDT: MOD15A2) 8‐day Composite. NASA MODIS Land Algorithm. Available online at http://cybele.bu.edu/modismisr/products/modis/userguide.pdf (accessed 1 July 2004).
   Google Scholar
• Pastor , J. , Cohen , Y. and Moen , R. 1999 . Generation of spatial patterns in Boreal forest landscapes. . Ecosystems , 2 : 439 – 450 .
   Web of Science ®Google Scholar
• Payette , S. 1992 . “ Fire as controlling process in the North American boreal forest. ” . In A Systems Analysis of the Global Boreal Forest , Edited by: Shugart , H. H , Leemans , R and Bonan , G. B . 144 – 165 . Cambridge : Cambridge University Press .
   Google Scholar
• Peltzer , D. A. , Bast , M. L. , Wilson , S. D. and Gerry , A. K. 2000 . Plant diversity and tree responses following contrasting disturbances in boreal forest. . Forest Ecology and Management , 127 : 191 – 203 .
   Web of Science ®Google Scholar
• Potter , C. S. , RandersoN , J. T. , Field , C. B. , Matson , P. A. , Vitousek , P. M. , Mooney , H. A. and Klooster , S. A. 1993 . Terrestrial ecosystem production: a process model based on global satellite and surface data. . Global Biogeochemical Cycles , 7 : 811 – 841 .
   Web of Science ®Google Scholar
• Riaño , D. , Chuvieco , E. , Ustin , S. , Zomer , R. , Dennison , P. , Roberts , D. and Salas , J. 2002 . Assessment of vegetation regeneration after fire through multitemporal analysis of AVIRIS images in the Santa Monica Mountains. . Remote Sensing of Environment , 79 : 60 – 71 .
   Web of Science ®Google Scholar
• Riaño , D. , Moreno Ruiz , J. A. , Isidoro , D. and Ustin , S. L. 2007 . Spatial and temporal patterns of burned area at global scale between 1981–2000 using NOAA‐NASA Pathfinder. . Global Change Biology , 13 : 40 – 50 .
   Google Scholar
• Rojkov , V. A. , Efremov , D. , Nilsson , S. , Sedykh , V. N. , Shvidenko , A. Z. , Sokolov , V. and Wagner , V. B. 1996 . “ Siberian landscape classification and a digitized map of Siberian landscapes. ” . WP‐96‐111. International Institute for Applied Systems Analysis, Laxenburg, Austria
   Google Scholar
• Rowe , J. S. and Scotter , G. W. 1973 . Fire in the boreal forest. . Quaternary Research , 3 : 444 – 464 .
   Google Scholar
• Schaaf , C. B. , Gao , F. , Strahler , A. H. , Lucht , W. , Li , X. , Tsang , T. , Strugnell , N. C. , Zhang , X. , Jin , Y. , Muller , J. P. , Lewis , P. , Barnsley , M. , Hobson , P. , Disney , M. , Roberts , G. , Dunderdale , M. , Doll , C. , D'Entremont , R. , Hu , B. , Liang , S. and Privette , J. L. 2002 . First operational BRDF, albedo and nadir reflectance products from MODIS. . Remote Sensing of Environment , 83 : 135 – 148 .
   Web of Science ®Google Scholar
• Schimmel , J. and Granström , A. 1996 . Fire severity and vegetation response in the boreal Swedish forest. . Ecology , 77 : 1436 – 1450 .
   Web of Science ®Google Scholar
• S chmullius , C. and H ese , S., SIBERIA‐II T eam 2002, SIBERIA‐II: sensor systems and data products for greenhouse gas accounting. Proceedings of 19 DFD Nutzerseminar , Oberpfaffnehofen, Jena, 2002, pp. 173–180, Available online at http://www.caf.dlr.de/caf/aktuelles/veranstaltungen/nutzerseminar/dfd_19/publikationen/papers/schmullius.pdf (accessed 2 May 2007).
   Google Scholar
• Schroeder , D. and Perera , A. H. 2002 . A comparison of large‐scale spatial vegetation patterns following clearcuts and fires in Ontario's boreal forests. . Forest Ecology and Management , 159 : 217 – 230 .
   Google Scholar
• Schulze , E. D. , LLoyd , J. , Kelliher , F. M. , Wirth , C. , Rebmann , C. , Luhker , B. , Mund , M. , Knohl , A. , Milyukova , I. M. , Schulze , W. , Ziegler , W. , Varlangin , A. B. , Sogachev , A. F. , Valentini , R. , Dore , S. , Grigoriev , S. , Kolle , O. , Panfyorov , M. I. , Tchebakova , N. and Vygodskaya , N. N. 1999 . Productivity of forests in the Eurosiberian boreal region and their potential to act as a carbon sink—a synthesis. . Global Change Biology , 5 : 703 – 722 .
   Web of Science ®Google Scholar
• Schulze , E. D. , Wirth , C. , Mollicone , D. and Ziegler , W. 2005 . Succession after stand replacing disturbances by fire, wind throw, and insects in the dark Taiga of Central Siberia. . Oecologia , 146 : 77 – 88 .
   PubMed Web of Science ®Google Scholar
• Shvidenko , A. and Nilsson , S. 1994 . What do we know about the Siberian forests? . Ambio , 23 : 396 – 404 .
   Web of Science ®Google Scholar
• Shvidenko , A. and Nilsson , S. 1999 . “ Phytomass, increment, mortality and carbon budget of Russian forests. ” . Interim Report (IR‐98‐105). International Institute for Applied Systems Analysis, Laxenburg, Austria
   Google Scholar
• Skinner , L. and Luckman , A. 2004 . “ Introducing a land cover map of Siberia derived from MERIS and MODIS data. ” . In Proceedings of International Geoscience and Remote Sensing Symposium 223 – 226 . Anchorage, AK, (Anchorage, Alaska: IEEE) 2004
   Google Scholar
• Slayback , D. A. , Pinzon , J. E. , Los , S. O. and Tucker , C. J. 2003 . Northern hemisphere photosynthetic trends 1982–99. . Global Change Ecology , 9 : 1 – 15 .
   Web of Science ®Google Scholar
• Soja , A. J. , Sukhinin , A. I. , Cahoon , J. R. , Shugart , H. H. and Stackhouse Jr , P. W. 2004 . AVHRR‐derived fire frequency, distribution and area burned in Siberia. . International Journal of Biometeorology , 25 : 1939 – 1960 .
   Google Scholar
• Song , C. , Woodcock , C. E. and Li , X. 2002 . The spectral/temporal manifestation of forest succession in optical imagery. The potential of multitemporal imagery. . Remote Sensing of Environment , 82 : 285 – 302 .
   Web of Science ®Google Scholar
• Steyaert , L. T. , Hall , F. G. and Loveland , T. R. 1997 . Land cover mapping, fire regeneration, and scaling studies in the Canadian boreal forest with 1 km AVHRR and Landsat TM data. . Journal of Geophysical Research – Atmospheres , 102 : 29581 – 29598 .
   Web of Science ®Google Scholar
• Stocks , B. J. and Street , R. B. 1983 . “ Forest fire weather and wildfire occurrence in the boreal forest of northwestern Ontario. ” . In Resources and Dynamics of the Boreal Zone , Edited by: Wein , R. W , Riewe , R. R and Methven , I. R . 249 – 265 . Ottawa : Association of Canadian Universities Northern Studies .
   Google Scholar
• Stocks , B. J. , Fosberg , M. A. , Lynham , T. J. , Mearns , L. , Wotton , B. M. , Yang , Q. , Jin , J‐Z. , Lawrence , K. , Hartley , G. R. , Mason , J. A. and McKenney , D. W. 1998 . Climate change and forest fire potential in Russian and Canadian boreal forests. . Climatic Change , 38 : 1 – 13 .
   Web of Science ®Google Scholar
• Tian , Y. , Dickinson , E. , Zhou , L. , Zeng , X. , Dai , Y. , Myneni , R. B. , Knyazikhin , Y. , Zhang , X. , Friedl , M. , Wu , W. and Shaikh , M. 2004 . Comparison of seasonal and spatial variations of leaf area index and fraction of absorbed photosynthetically active radiation from Moderate Resolution Imaging Spectroradiometer (MODIS) and Common Land Model. . Journal of Geophysical Research , 109 (D01103), doi:10.1029/2003JD003777
   Google Scholar
• Ustin , S. L. and Xiao , Q. F. 2001 . Mapping successional boreal forest in interior central Alaska. . International Journal of Remote Sensing , 22 : 1779 – 1797 .
   Web of Science ®Google Scholar
• Valentini , R. , Dore , S. , Marchi , G. , Mollicone , D. , Panfyorov , M. , Rebmann , C. , Kolle , O. and Schulze , E. D. 2000 . Carbon and water exchanges of two contrasting central Siberia landscape types: regenerating forest and bog. . Functional Ecology , 14 : 87 – 96 .
   Web of Science ®Google Scholar
• Van Wagner , C. E. 1983 . “ Fire behaviour in northern conifer forests and shrublands. ” . In The Role of Fire in Northern Circumpolar Ecosystems , Edited by: Wein , R. W and MacLean , D. A . 65 – 80 . New York : Wiley .
   Google Scholar
• Viedma , O. , Melia , J. , Segarra , D. and Garcia‐Haro , J. 1997 . Modelling rates of ecosystem recovery after fires using Landsat TM data. . Remote Sensing of Environment , 61 : 383 – 398 .
   Web of Science ®Google Scholar
• Vine , P. and Puech , C. 1999 . Cartography of post‐fire forest regeneration by coupling a spectral mixture model with a vegetation regrowth model. . Canadian Journal of Remote Sensing , 25 : 152 – 159 .
   Google Scholar
• Wirth , C. 2005 . Fire regime and tree diversity in Boreal forests: implications for the carbon cycle. . Ecological Studies , 176 : 309 – 344 .
   Google Scholar
• Wotton , B. M. and Flannigan , M. D. 1993 . Length of the fire season in a changing climate. . Forestry Chronicle , 69 : 187 – 192 .
   Web of Science ®Google Scholar
• Xiao , J. and Moody , A. 2004 . Trends in vegetation activity and their climatic correlates: China 1982 to 1998. . International Journal of Remote Sensing , 25 : 5669 – 5689 .
   Web of Science ®Google Scholar