메뉴 건너뛰기




Volumn 9, Issue 5, 1999, Pages 521-529

Artificial neural networks and dendroclimatic reconstructions: An example from the Front Range, Colorado, USA

Author keywords

Artificial neural networks; Climatic reconstruction; Colorado Front Range; Dendrochronology; Dendroclimatology; Late Holocene; Precipitation; USA

Indexed keywords

CLIMATE CHANGE; ENVIRONMENTAL MONITORING; NEURAL NETWORK; PALEOECOLOGY; PRECIPITATION; STATISTICAL MODEL;

EID: 0032845578     PISSN: 09596836     EISSN: None     Source Type: Journal    
DOI: 10.1191/095968399667128516     Document Type: Article
Times cited : (42)

References (44)
  • 1
    • 85077274959 scopus 로고
    • History of American drought
    • Rosenberg, N.J., editor. Boulder, Colorado: Westview Press
    • Bark, L.D. 1978: History of American drought. In Rosenberg, N.J., editor. North American droughts. Boulder, Colorado: Westview Press, 9-23.
    • (1978) North American Droughts , pp. 9-23
    • Bark, L.D.1
  • 2
    • 0002191096 scopus 로고
    • Dendroclimatic calibration and verification using regionally averaged and single station precipitation data
    • Blasing, T.J., Duvick, D.N. and West, D.C. 1981: Dendroclimatic calibration and verification using regionally averaged and single station precipitation data. Tree-Ring Bulletin 41, 37-43.
    • (1981) Tree-ring Bulletin , vol.41 , pp. 37-43
    • Blasing, T.J.1    Duvick, D.N.2    West, D.C.3
  • 3
    • 0001341549 scopus 로고
    • Tree-ring density reconstructions of summer temperature patterns across western North America since 1600
    • Briffa, K.R., Jones, P.D. and Schweingruber, F.H. 1992: Tree-ring density reconstructions of summer temperature patterns across western North America since 1600. Journal of Climate 5, 735-54.
    • (1992) Journal of Climate , vol.5 , pp. 735-754
    • Briffa, K.R.1    Jones, P.D.2    Schweingruber, F.H.3
  • 4
    • 0008813396 scopus 로고
    • Engelmann spruce tree-ring chronologies from Fraser experimental forest, Colorado: Potential for a long-term temperature reconstruction in the central Rocky Mountains
    • Tinus, R.W., editor, Interior West Global Change Workshop. 25-27 April. Fort Collins, CO.
    • Brown, P.M. and Shepperd, W.D. 1995: Engelmann spruce tree-ring chronologies from Fraser Experimental Forest, Colorado: potential for a long-term temperature reconstruction in the central Rocky Mountains. In Tinus, R.W., editor, Interior West Global Change Workshop. 25-27 April. Fort Collins, CO. USDA Forest Service General Technical Report RM-GTR-262, 23-26.
    • (1995) USDA Forest Service General Technical Report RM-GTR-262 , pp. 23-26
    • Brown, P.M.1    Shepperd, W.D.2
  • 5
    • 0027071236 scopus 로고
    • Iowa climate reconstructed from tree rings, 1640-1982
    • Cleaveland, M.K. and Duvick, D.N. 1992: Iowa climate reconstructed from tree rings, 1640-1982. Water Resources Research 28, 2607-15.
    • (1992) Water Resources Research , vol.28 , pp. 2607-2615
    • Cleaveland, M.K.1    Duvick, D.N.2
  • 7
    • 0028323787 scopus 로고
    • Spatial regression methods in dendroclimatology: A review and comparison of two techniques
    • Cook, E.R., Briffa, K.E. and Jones, P.D. 1994: Spatial regression methods in dendroclimatology: a review and comparison of two techniques. International Journal of Climatology 14, 379-402.
    • (1994) International Journal of Climatology , vol.14 , pp. 379-402
    • Cook, E.R.1    Briffa, K.E.2    Jones, P.D.3
  • 8
    • 0002051979 scopus 로고    scopus 로고
    • Tree-ring reconstructions of past drought across the coterminous United States: Tests of a regression method and calibration/verification results
    • Dean, J.S., Meko, D.M. and Swetnam, T.W., editors. Tucson, Arizona: Radiocarbon
    • Cook, E.R., Meko. D.M., Stahle, D.W. and Cleaveland, M.K. 1996: Tree-ring reconstructions of past drought across the coterminous United States: tests of a regression method and calibration/verification results. In Dean, J.S., Meko, D.M. and Swetnam, T.W., editors. Tree rings, environment, and humanity, Tucson, Arizona: Radiocarbon, 155-69.
    • (1996) Tree Rings, Environment, and Humanity , pp. 155-169
    • Cook, E.R.1    Meko, D.M.2    Stahle, D.W.3    Cleaveland, M.K.4
  • 9
    • 0033117522 scopus 로고    scopus 로고
    • Drought reconstructions for the continental United States
    • _ 1999: Drought reconstructions for the continental United States. Journal of Climate 12, 1145-62.
    • (1999) Journal of Climate , vol.12 , pp. 1145-1162
  • 11
    • 0001022070 scopus 로고
    • Tree-ring evidences for climatic changes in western North America
    • Fritts, H.C. 1965: Tree-ring evidences for climatic changes in western North America. Monthly Weather Review 93, 421-43.
    • (1965) Monthly Weather Review , vol.93 , pp. 421-443
    • Fritts, H.C.1
  • 12
    • 0006224241 scopus 로고
    • Bristlecone pine in the White Mountains of California: Growth and ring-width characteristics
    • Tucson: University of Arizona Press, 44 pp.
    • _ 1969: Bristlecone pine in the White Mountains of California: growth and ring-width characteristics. Papers of the Laboratory of Tree-Ring Research 4, Tucson: University of Arizona Press, 44 pp.
    • (1969) Papers of the Laboratory of Tree-ring Research , vol.4
  • 13
    • 0004249818 scopus 로고
    • London: Academic Press
    • _ 1976: Tree rings and climate. London: Academic Press.
    • (1976) Tree Rings and Climate
  • 15
    • 0026283347 scopus 로고
    • Climatic variation and tree-ring structure in conifers: Empirical and mechanistic models of tree-ring width, number of cells, cell size, cell-wall thickness and wood density
    • Fritts, H.C., Vaganov, E.A., Sviderskaya, I.V. and Shashkin, A.V. 1991: Climatic variation and tree-ring structure in conifers: empirical and mechanistic models of tree-ring width, number of cells, cell size, cell-wall thickness and wood density. Climate Research I, 97-116.
    • (1991) Climate Research , vol.1 , pp. 97-116
    • Fritts, H.C.1    Vaganov, E.A.2    Sviderskaya, I.V.3    Shashkin, A.V.4
  • 17
    • 0026002272 scopus 로고
    • 2: An assessment of recent growth trends
    • 2: an assessment of recent growth trends. Ecology 72, 1-11.
    • (1991) Ecology , vol.72 , pp. 1-11
    • Graumlich, L.G.1
  • 18
    • 0027387845 scopus 로고
    • A 1000-year record of temperature and precipitation in the Sierra Nevada
    • _ 1993: A 1000-year record of temperature and precipitation in the Sierra Nevada. Quaternary Research 39, 249-55.
    • (1993) Quaternary Research , vol.39 , pp. 249-255
  • 19
    • 0022824627 scopus 로고
    • Reconstruction of annual temperature (1590-1979) for Longmire, Washington, derived from tree rings
    • Graumlich, L.G. and Brubaker, L.B. 1986: Reconstruction of annual temperature (1590-1979) for Longmire, Washington, derived from tree rings. Quaternary Research 25, 223-34.
    • (1986) Quaternary Research , vol.25 , pp. 223-234
    • Graumlich, L.G.1    Brubaker, L.B.2
  • 20
    • 0002386369 scopus 로고
    • Coniferous forests of the Colorado Front Range: The response of western forests to air pollution
    • Olson, R.K., Binkley, D., Bohm, M., and Arbaugh, M., editors. New York: Springer-Verlag.
    • Graybill, D.A., Peterson, D.L. and Arbaugh, M.J. 1992: Coniferous forests of the Colorado Front Range: the response of western forests to air pollution. In Olson, R.K., Binkley, D., Bohm, M., and Arbaugh, M., editors. Ecological Studies 97. New York: Springer-Verlag. 366-401.
    • (1992) Ecological Studies , vol.97 , pp. 366-401
    • Graybill, D.A.1    Peterson, D.L.2    Arbaugh, M.J.3
  • 21
    • 0030616922 scopus 로고    scopus 로고
    • The international tree-ring data bank: An enhanced global database serving the global scientific community
    • Grissino-Mayer, H.D. and Fritts, H.C. 1997: The International Tree-Ring Data Bank: an enhanced global database serving the global scientific community. The Holocene 7, 235-38.
    • (1997) The Holocene , vol.7 , pp. 235-238
    • Grissino-Mayer, H.D.1    Fritts, H.C.2
  • 22
    • 0002028901 scopus 로고
    • Relational database in dendroclimatology and new non-linear methods to analyze the tree response to climate and pollution
    • Ohta, S., Fujii, T., Okada, N., Hughes, M.K. and Eckstein, D., editors. Tree rings: from the past to the future. Proceedings of the International Workshop on Asian and Pacific Dendrochronology.
    • Guiot, J., Keller, T. and Tessier, L. 1995: Relational database in dendroclimatology and new non-linear methods to analyze the tree response to climate and pollution. In Ohta, S., Fujii, T., Okada, N., Hughes, M.K. and Eckstein, D., editors. Tree rings: from the past to the future. Proceedings of the International Workshop on Asian and Pacific Dendrochronology. Forestry und Forest Products Research Institute Scientific Meeting Report 1, 17-23.
    • (1995) Forestry und Forest Products Research Institute Scientific Meeting Report , vol.1 , pp. 17-23
    • Guiot, J.1    Keller, T.2    Tessier, L.3
  • 25
    • 0345256904 scopus 로고    scopus 로고
    • The artificial neural networks: A new advance in response function calculation
    • Urbinati, C. and Carrer, M.. editors, Atti del XXXIV Corso di Cultura in Ecologia, San Vito di Cadore, Italy, 1-5 September 1997. Dipartamento Territorio e Sistemi Agroforestali. Universita degli Studi di Padova
    • Keller, T., Guiot, J. and Tessier, L. 1997a: The artificial neural networks: a new advance in response function calculation. In Urbinati, C. and Carrer, M.. editors, Dendrocronologia: una scienza per l'ambienle tra passato e presente. Atti del XXXIV Corso di Cultura in Ecologia, San Vito di Cadore, Italy, 1-5 September 1997. Dipartamento Territorio e Sistemi Agroforestali. Universita degli Studi di Padova, 43-53.
    • (1997) Dendrocronologia: Una Scienza per l'Ambienle Tra Passato e Presente , pp. 43-53
    • Keller, T.1    Guiot, J.2    Tessier, L.3
  • 26
    • 0031422612 scopus 로고    scopus 로고
    • 2 doubling on radial tree growth in southeastern France
    • 1997
    • 2 doubling on radial tree growth in southeastern France. Journal of Biogeography 24, 857-64.
    • Journal of Biogeography , vol.24 , pp. 857-864
  • 27
    • 0022830765 scopus 로고
    • Dendro-ecological studies in the Front Range, Colorado, USA
    • Kienast, F. and Schweingruher, F.H. 1986: Dendro-ecological studies in the Front Range, Colorado, USA. Arctic and Alpine Research 18, 277-88.
    • (1986) Arctic and Alpine Research , vol.18 , pp. 277-288
    • Kienast, F.1    Schweingruher, F.H.2
  • 28
    • 0023518160 scopus 로고
    • Tree-ring studies on conifers along ecological gradients and the potential of single-year analysis
    • Kienast, F., Schweingruber, F.H., Bräker, O.U. and Schär, E. 1987: Tree-ring studies on conifers along ecological gradients and the potential of single-year analysis. Canadian Journal of Forest Research 17, 683-96.
    • (1987) Canadian Journal of Forest Research , vol.17 , pp. 683-696
    • Kienast, F.1    Schweingruber, F.H.2    Bräker, O.U.3    Schär, E.4
  • 30
    • 0010505811 scopus 로고
    • Princeton. New Jersey: Weatherwise. Inc., 98 pp.
    • Ludlum, D.M. 1971: Weather record book. Princeton. New Jersey: Weatherwise. Inc., 98 pp.
    • (1971) Weather Record Book
    • Ludlum, D.M.1
  • 32
    • 0026303605 scopus 로고
    • Drought and precipitation fluctuations in the Great Plains during the late nineteenth century
    • Mock, C.J. 1991: Drought and precipitation fluctuations in the Great Plains during the late nineteenth century. Great Plains Research 1, 26-56.
    • (1991) Great Plains Research , vol.1 , pp. 26-56
    • Mock, C.J.1
  • 33
    • 0028829874 scopus 로고
    • Evidence of active dune sand on the Great Plains in the 19th century from accounts of early explorers
    • Muhs, D.R. and Holliday, V.T. 1995: Evidence of active dune sand on the Great Plains in the 19th Century from accounts of early explorers. Quaternary Research 43, 198-208.
    • (1995) Quaternary Research , vol.43 , pp. 198-208
    • Muhs, D.R.1    Holliday, V.T.2
  • 34
    • 0347458328 scopus 로고    scopus 로고
    • posted to the Usenet newsgroup comp.ai.neural-nets.
    • Sarle, W.S., editor, cited 1998: Neural Network FAQ. posted to the Usenet newsgroup comp.ai.neural-nets. URL: ftp://ftp.sas.com/ pub/neural/FAQ.html.
    • (1998) Neural Network FAQ
    • Sarle, W.S.1
  • 35
    • 0002961236 scopus 로고
    • Tree-rings and runoff in the South Platte River basin
    • Schulman, E. 1945: Tree-rings and runoff in the South Platte River basin. Tree-Ring Bulletin 11, 18-24.
    • (1945) Tree-ring Bulletin , vol.11 , pp. 18-24
    • Schulman, E.1
  • 36
    • 0002716282 scopus 로고
    • Texas drought history reconstructed and analyzed from 1698 to 1980
    • Stahle, D.W. and Cleaveland, M.K. 1988: Texas drought history reconstructed and analyzed from 1698 to 1980. Journal of Climate 1, 59-74.
    • (1988) Journal of Climate , vol.1 , pp. 59-74
    • Stahle, D.W.1    Cleaveland, M.K.2
  • 37
    • 0001277152 scopus 로고
    • Southern oscillation extremes reconstructed from tree rings of the Sierra Madre Occidental and southern Great Plains
    • _ 1993: Southern Oscillation extremes reconstructed from tree rings of the Sierra Madre Occidental and southern Great Plains. Journal of Climate 6, 129-410.
    • (1993) Journal of Climate , vol.6 , pp. 129-410
  • 38
    • 0006600925 scopus 로고
    • Long-term surface water supply and streamflow levels in the upper Colorado River basin
    • Los Angeles, California: Institute of Geophysics and Planetary Physics. 67 pp.
    • Stockton, C.W. and Jacoby, G.C. 1976: Long-term surface water supply and streamflow levels in the upper Colorado River basin. Lake Powell Research Project Bulletin No. 18, Los Angeles, California: Institute of Geophysics and Planetary Physics. 67 pp.
    • (1976) Lake Powell Research Project Bulletin , vol.18
    • Stockton, C.W.1    Jacoby, G.C.2
  • 39
    • 0001518876 scopus 로고
    • A long-term history of drought occurrence in western United States as inferred from tree rings
    • Dec.
    • Stockton, C.W. and Meko, D.M. 1975: A long-term history of drought occurrence in western United States as inferred from tree rings. Weatherwise Dec., 244-49.
    • (1975) Weatherwise , pp. 244-249
    • Stockton, C.W.1    Meko, D.M.2
  • 40
    • 0028181302 scopus 로고
    • Climatic influences on the growth of subalpine trees in the Colorado Front Range
    • Villalba, R., Veblen, T.T. and Ogden, J. 1994: Climatic influences on the growth of subalpine trees in the Colorado Front Range. Ecology 75, 1450-62.
    • (1994) Ecology , vol.75 , pp. 1450-1462
    • Villalba, R.1    Veblen, T.T.2    Ogden, J.3
  • 41
    • 0019707668 scopus 로고
    • On the validation of models
    • Willmott, C.J. 1981: On the validation of models. Physical Geography 2, 184-94.
    • (1981) Physical Geography , vol.2 , pp. 184-194
    • Willmott, C.J.1
  • 43
    • 0027708576 scopus 로고
    • Tree-growth response to ENSO events in the central Colorado Front Range
    • Woodhouse, C.A. 1993: Tree-growth response to ENSO events in the central Colorado Front Range. Physical Geography 14, 417-35.
    • (1993) Physical Geography , vol.14 , pp. 417-435
    • Woodhouse, C.A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.