메뉴 건너뛰기




Volumn 52, Issue 8, 2014, Pages 4980-4991

Improvement of spatio-temporal growth estimates in heterogeneous forests using gaussian bayesian networks

Author keywords

Gaussian Bayesian networks (GBNs); leaf area index (LAI); linear mixture model (LMM); mixed pixels; Moderate Resolution Imaging Spectroradiometer (MODIS); physiological principles predicting growth (3PG) model

Indexed keywords

BAYESIAN NETWORKS; FORESTRY; GAUSSIAN DISTRIBUTION; MIXTURES; PHYSIOLOGICAL MODELS; PHYSIOLOGY; PIXELS; RADIOMETERS;

EID: 84896315647     PISSN: 01962892     EISSN: None     Source Type: Journal    
DOI: 10.1109/TGRS.2013.2286219     Document Type: Article
Times cited : (11)

References (33)
  • 1
    • 77956983887 scopus 로고
    • Comparative physiological studies on the growth of field crops i Variation in net assimilation rate and leaf area between species and varieties, and within and between years
    • D. J. Watson, Comparative physiological studies on the growth of field crops. I. Variation in net assimilation rate and leaf area between species and varieties, and within and between years, Ann. Bot., vol. 11, no. 41, pp. 41-76, 1947.
    • (1947) Ann. Bot , vol.11 , Issue.41 , pp. 41-76
    • Watson, D.J.1
  • 2
    • 16844368430 scopus 로고    scopus 로고
    • Carbon and water fluxes over a temperate Eucalyptus forest and a tropical wet/dry savanna in Australia: Measurements and comparison with MODIS remote sensing estimates
    • DOI 10.1016/j.agrformet.2004.12.004
    • R. Leuning, H. A. Cleugh, S. J. Zegelin, and D. Hughes, Carbon and water fluxes over a temperate eucalyptus forest and a tropical wet/dry savanna in Australia: Measurements and comparison with MODIS remote sensing estimates, Agric. Forest Meteorol., vol. 129, no. 3/4, pp. 151-173, Apr. 2005. (Pubitemid 40483284)
    • (2005) Agricultural and Forest Meteorology , vol.129 , Issue.3-4 , pp. 151-173
    • Leuning, R.1    Cleugh, H.A.2    Zegelin, S.J.3    Hughes, D.4
  • 5
    • 0032551520 scopus 로고    scopus 로고
    • Synergy in remote sensing-Whats in a pixel?
    • Jul
    • A. P. Cracknell, Synergy in remote sensing-Whats in a pixel? Int. J. Remote Sens., vol. 19, no. 11, pp. 2025-2047, Jul. 1998.
    • (1998) Int. J. Remote Sens , vol.19 , Issue.11 , pp. 2025-2047
    • Cracknell, A.P.1
  • 6
    • 0037211652 scopus 로고    scopus 로고
    • Retrieval of canopy biophysical variables from bidirectional reflectance using prior information to solve the ill-posed inverse problem
    • DOI 10.1016/S0034-4257(02)00035-4, PII S0034425702000354
    • B. Combal, F. Baret, M. Weiss, A. Trubuil, D. Mace, A. Pragnere, R. Myneni, Y. Knyazikhin, and Wang L., Retrieval of canopy biophysical variables from bidirectional reflectance-Using prior information to solve the ill-posed inverse problem, Remote Sens. Environ., vol. 84, no. 1, pp. 1-15, Jan. 2002. (Pubitemid 35409419)
    • (2003) Remote Sensing of Environment , vol.84 , Issue.1 , pp. 1-15
    • Combal, B.1    Baret, F.2    Weiss, M.3    Trubuil, A.4    Mace, D.5    Pragnere, A.6    Myneni, R.7    Knyazikhin, Y.8    Wang, L.9
  • 7
    • 0030767089 scopus 로고    scopus 로고
    • A generalised model of forest productivity using simplified concepts of radiation-use efficiency, carbon balance and partitioning
    • DOI 10.1016/S0378-1127(97)00026-1, PII S0378112797000261
    • J. J. Landsberg and R. H. Waring, A generalised model of forest productivity using simplified concepts of radiation-use efficiency, carbon balance and partitioning, Forest Ecol. Manage., vol. 95, no. 3, pp. 209-228, Aug. 1997. (Pubitemid 27383743)
    • (1997) Forest Ecology and Management , vol.95 , Issue.3 , pp. 209-228
    • Landsberg, J.J.1    Waring, R.H.2
  • 8
    • 0035888024 scopus 로고    scopus 로고
    • Assessing forest productivity at local scales across a native eucalypt forest using a process model, 3PG-SPATIAL
    • DOI 10.1016/S0378-1127(00)00609-5, PII S0378112700006095
    • P. K. Tickle, N. C. Coops, and S. D. Hafner, Assessing forest productivity at local scales across a native eucalypt forest using a process model, 3PG-SPATIAL, Forest Ecol. Manage., vol. 152, no. 1-3, pp. 275-291, Oct. 2001. (Pubitemid 32949016)
    • (2001) Forest Ecology and Management , vol.152 , Issue.1-3 , pp. 275-291
    • Tickle, P.K.1    Coops, N.C.2    Hafner, S.D.3
  • 9
    • 54049137554 scopus 로고    scopus 로고
    • Sensitivity and uncertainty analysis from a coupled 3-PG and soil organic matter decomposition model
    • Nov
    • G. Xenakis, D. Ray, and M. Mencuccini, Sensitivity and uncertainty analysis from a coupled 3-PG and soil organic matter decomposition model, Ecol. Modell., vol. 219, no. 1/2, pp. 1-16, Nov. 2008.
    • (2008) Ecol. Modell , vol.219 , Issue.1-2 , pp. 1-16
    • Xenakis, G.1    Ray, D.2    Mencuccini, M.3
  • 10
    • 0035740438 scopus 로고    scopus 로고
    • The use of multiscale remote sensing imagery to derive regional estimates of forest growth capacity using 3-PGS
    • DOI 10.1016/S0034-4257(00)00176-0, PII S0034425700001760
    • N. C. Coops and R. H. Waring, The use of multiscale remote sensing imagery to derive regional estimates of forest growth capacity using 3-PGS, Remote Sens. Environ., vol. 75, no. 3, pp. 324-334, Mar. 2001. (Pubitemid 34608913)
    • (2001) Remote Sensing of Environment , vol.75 , Issue.3 , pp. 324-334
    • Coops, N.C.1    Waring, R.H.2
  • 11
    • 2342650272 scopus 로고    scopus 로고
    • Understanding 3-PG using a sensitivity analysis
    • DOI 10.1016/j.foreco.2004.01.032, PII S037811270400060X
    • L. J. Esprey, P. J. Sands, and C. W. Smith, Understanding 3-PG using a sensitivity analysis, Forest Ecol.Manage., vol. 193, no. 1/2, pp. 235-250, May 2004. (Pubitemid 38583571)
    • (2004) Forest Ecology and Management , vol.193 , Issue.1-2 , pp. 235-250
    • Esprey, L.J.1    Sands, P.J.2    Smith, C.W.3
  • 12
    • 0347301547 scopus 로고    scopus 로고
    • Review of methods for in situ leaf area index (LAI) determination Part II. Estimation of LAI, errors and sampling
    • DOI 10.1016/j.agrformet.2003.08.001
    • M. Weiss, F. Baret, G. J. Smith, I. Jonckheere, and P. Coppin, Review of methods for in situ leaf area index (LAI) determination. Part II. Estimation of LAI, errors and sampling, Agric. Forest Meteorol., vol. 121, no. 1/2, pp. 37-53, Jan. 2004. (Pubitemid 38086339)
    • (2004) Agricultural and Forest Meteorology , vol.121 , Issue.1-2 , pp. 37-53
    • Weiss, M.1    Baret, F.2    Smith, G.J.3    Jonckheere, I.4    Coppin, P.5
  • 13
    • 79151485999 scopus 로고    scopus 로고
    • Bayesian network modeling for improving forest growth estimates
    • Feb
    • Y. T. Mustafa, P. E. Van Laake, and A. Stein, Bayesian network modeling for improving forest growth estimates, IEEE Trans. Geosci. Remote Sens., vol. 49, no. 2, pp. 639-649, Feb. 2011.
    • (2011) IEEE Trans. Geosci. Remote Sens , vol.49 , Issue.2 , pp. 639-649
    • Mustafa, Y.T.1    Van Laake, P.E.2    Stein, A.3
  • 14
    • 84857149837 scopus 로고    scopus 로고
    • Improving forest growth estimates using a Bayesian network approach
    • Y. T. Mustafa, A. Stein, V. Tolpekin, and P. E. Van Laake, Improving forest growth estimates using a Bayesian network approach, Photogramm. Eng. Remote Sens., vol. 78, no. 1, pp. 45-51, 2012.
    • (2012) Photogramm. Eng. Remote Sens , vol.78 , Issue.1 , pp. 45-51
    • Mustafa, Y.T.1    Stein, A.2    Tolpekin, V.3    Van Laake, P.E.4
  • 15
    • 84896319835 scopus 로고    scopus 로고
    • EAGLE 2006-EAGLE Netherlands multi-purpose, multi-angle and multi-sensor in-situ, airborne and space borne campaigns over grassland and forest, final report
    • The Netherlands Jan
    • W. Timmermans, R. Dost, and Z. Su, EAGLE 2006-EAGLE Netherlands multi-purpose, multi-angle and multi-sensor in-situ, airborne and space borne campaigns over grassland and forest, final report, presented at the Proc. AGRISAR EAGLE Campaigns, Noordwijk, The Netherlands, Jan. 2008.
    • (2008) Presented at the Proc AGRISAR EAGLE Campaigns, Noordwijk
    • Timmermans, W.1    Dost, R.2    Su, Z.3
  • 16
    • 33750401870 scopus 로고    scopus 로고
    • The impact of gridding artifacts on the local spatial properties of MODIS data: Implications for validation, compositing, and band-to-band registration across resolutions
    • DOI 10.1016/j.rse.2006.06.008, PII S0034425706002367
    • B. Tan, C. Woodcock, J. Hu, P. Zhang, M. Ozdogan, D. Huang, W. Yang, Y. Knyazikhin, and R. Myneni, The impact of gridding artifacts on the local spatial properties of {MODIS} data: Implications for validation, compositing, and band-to-band registration across resolutions, Remote Sens. Environ., vol. 105, no. 2, pp. 98-114, Nov. 2006. (Pubitemid 44637226)
    • (2006) Remote Sensing of Environment , vol.105 , Issue.2 , pp. 98-114
    • Tan, B.1    Woodcock, C.E.2    Hu, J.3    Zhang, P.4    Ozdogan, M.5    Huang, D.6    Yang, W.7    Knyazikhin, Y.8    Myneni, R.B.9
  • 17
    • 84877675425 scopus 로고    scopus 로고
    • Toward near real-time monitoring of forest disturbance by fusion of {MODIS} and Landsat data
    • Aug
    • Q. Xin, P. Olofsson, Z. Zhu, B. Tan, and C. E. Woodcock, Toward near real-time monitoring of forest disturbance by fusion of {MODIS} and Landsat data, Remote Sens. Environ., vol. 135, pp. 234-247, Aug. 2013.
    • (2013) Remote Sens. Environ , vol.135 , pp. 234-247
    • Xin, Q.1    Olofsson, P.2    Zhu, Z.3    Tan, B.4    Woodcock, C.E.5
  • 18
    • 0032118074 scopus 로고    scopus 로고
    • MODIS land data storage, gridding, and compositing methodology: Level 2 grid
    • PII S0196289298047500
    • R. E. Wolfe, D. P. Roy, and E. Vermote, MODIS land data storage, gridding, and compositing methodology: Level 2 grid, IEEE Trans. Geosci. Remote Sens., vol. 36, no. 4, pp. 1324-1338, Jul. 1998. (Pubitemid 128748538)
    • (1998) IEEE Transactions on Geoscience and Remote Sensing , vol.36 , Issue.4 , pp. 1324-1338
    • Wolfe, R.E.1    Roy, D.P.2    Vermote, E.3
  • 20
    • 0034233771 scopus 로고    scopus 로고
    • Estimates of New Zealand forest and scrub biomass from the 3-PG model
    • DOI 10.1016/S0304-3800(00)00251-9, PII S0304380000002519
    • J. D. White, N. C. Coops, and N. A. Scott, Estimates of New Zealand forest and scrub biomass from the 3-PG model, Ecol. Modell., vol. 131, no. 2/3, pp. 175-190, Jul. 2000. (Pubitemid 30610743)
    • (2000) Ecological Modelling , vol.131 , Issue.2-3 , pp. 175-190
    • White, J.D.1    Coops, N.C.2    Scott, N.A.3
  • 21
    • 70249096680 scopus 로고    scopus 로고
    • Application of the 3-PGS model to assess carbon accumulation in forest ecosystems at a regional level
    • A. Nole, B. E. Law, F. Magnani, G. Matteucci, A. Ferrara, F. Ripullone, and M. Borghetti, Application of the 3-PGS model to assess carbon accumulation in forest ecosystems at a regional level, Can. J. Forest Res., vol. 39, no. 9, pp. 1647-1661, 2009.
    • (2009) Can. J. Forest Res , vol.39 , Issue.9 , pp. 1647-1661
    • Nole, A.1    Law, B.E.2    Magnani, F.3    Matteucci, G.4    Ferrara, A.5    Ripullone, F.6    Borghetti, M.7
  • 22
    • 0036010316 scopus 로고    scopus 로고
    • Use of a physiological process model with forestry yield tables to set limits on annual carbon balances
    • R. H. Waring and N. McDowell, Use of a physiological process model with forestry yield tables to set limits on annual carbon balances, Tree Physiol., vol. 22, no. 2/3, pp. 179-188, Feb. 2002. (Pubitemid 34294376)
    • (2002) Tree Physiology , vol.22 , Issue.2-3 , pp. 179-188
    • Waring, R.H.1    McDowell, N.2
  • 23
    • 0346186106 scopus 로고    scopus 로고
    • Plant parameter values for models in temperate climates
    • DOI 10.1016/S0304-3800(03)00274-6
    • L. Breuer, K. Eckhardt, and H. G. Frede, Plant parameter values for models in temperate climates, Ecol. Modell., vol. 169, no. 2/3, pp. 237-293, Nov. 2003. (Pubitemid 37537892)
    • (2003) Ecological Modelling , vol.169 , Issue.2-3 , pp. 237-293
    • Breuer, L.1    Eckhardt, K.2    Frede, H.-G.3
  • 24
    • 34447310537 scopus 로고    scopus 로고
    • Simulating the carbon balance of a temperate larch forest under various meteorological conditions
    • M. Toda, M. Yokozawa, A. Sumida, T. Watanabe, and T. Hara, Simulating the carbon balance of a temperate larch forest under various meteorological conditions, Carbon Balance Manage., vol. 2, no. 6, pp. 1-18, 2007.
    • (2007) Carbon Balance Manage , vol.2 , Issue.6 , pp. 1-18
    • Toda, M.1    Yokozawa, M.2    Sumida, A.3    Watanabe, T.4    Hara, T.5
  • 25
    • 16544380453 scopus 로고    scopus 로고
    • 2 efflux in a northern larch (Larix kaempferi Sarg.) forest
    • DOI 10.1016/j.agrformet.2003.10.002, PII S016819230300251X
    • N. S. Liang, T. Nakadai, T. Hirano, L. Y. Qu, T. Koike, Y. Fujinuma, and G. Inoue, In situ comparison of four approaches to estimating soil CO2 efflux in a northern larch (Larix kaempferi Sarg.) forest, Agricultural Forest Meteorol., vol. 123, no. 1/2, pp. 97-117, May 2004. (Pubitemid 38498095)
    • (2004) Agricultural and Forest Meteorology , vol.123 , Issue.1-2 , pp. 97-117
    • Liang, N.1    Nakadai, T.2    Hirano, T.3    Qu, L.4    Koike, T.5    Fujinuma, Y.6    Inoue, G.7
  • 27
    • 0035960070 scopus 로고    scopus 로고
    • A comparison of digital and film fisheye photography for analysis of forest canopy structure and gap light transmission
    • DOI 10.1016/S0168-1923(01)00274-X, PII S016819230100274X
    • G. W. Frazer, R. A. Fournier, J. A. Trofymow, and R. J. Hall, A comparison of digital and film fisheye photography for analysis of forest canopy structure and gap light transmission, Agricultural Forest Meteorol., vol. 109, no. 4, pp. 249-263, Sep. 2001. (Pubitemid 32931185)
    • (2001) Agricultural and Forest Meteorology , vol.109 , Issue.4 , pp. 249-263
    • Frazer, G.W.1    Fournier, R.A.2    Trofymow, J.A.3    Hall, R.J.4
  • 29
    • 0028794961 scopus 로고
    • Seasonal changes of leaf area index (LAI) in a tropical deciduous forest in west Mexico
    • Jun
    • J. M. Maass, J. M. Vose,W. T. Swank, and A. Martinez-Yrizar, Seasonal changes of leaf area index (LAI) in a tropical deciduous forest in west Mexico, Forest Ecol. Manage., vol. 74, no. 1-3, pp. 171-180, Jun. 1995.
    • (1995) Forest Ecol. Manage , vol.74 , Issue.1-3 , pp. 171-180
    • Maass, J.M.1    Vosew. T Swank, J.M.2    Martinez-Yrizar, A.3
  • 30
    • 67949095742 scopus 로고    scopus 로고
    • The computation of foliage clumping index using hemispherical photography
    • Oct
    • A. Gonsamo and P. Pellikka, The computation of foliage clumping index using hemispherical photography, Agricultural Forest Meteorol., vol. 149, no. 10, pp. 1781-1787, Oct. 2009.
    • (2009) Agricultural Forest Meteorol , vol.149 , Issue.10 , pp. 1781-1787
    • Gonsamo, A.1    Pellikka, P.2
  • 31
    • 0034270699 scopus 로고    scopus 로고
    • Linear spectral mixture models and support vectormachines for remote sensing
    • Sep
    • M. Brown, H. Lewis, and S. Gunn, Linear spectral mixture models and support vectormachines for remote sensing, IEEE Trans. Geosci. Remote Sens., vol. 38, no. 5, pp. 2346-2360, Sep. 2000.
    • (2000) IEEE Trans. Geosci. Remote Sens , vol.38 , Issue.5 , pp. 2346-2360
    • Brown, M.1    Lewis, H.2    Gunn, S.3
  • 32
    • 0003448310 scopus 로고    scopus 로고
    • 2nd ed. New York, NY, USA: Springer-Verlag, ser. Information Science and Statistics
    • F. V. Jensen and T. D. Nielsen, Bayesian Networks and Decision Graphs, 2nd ed. New York, NY, USA: Springer-Verlag, 2007, ser. Information Science and Statistics.
    • (2007) Bayesian Networks and Decision Graphs
    • Jensen, F.V.1    Nielsen, T.D.2
  • 33
    • 0029751225 scopus 로고    scopus 로고
    • Retrieving leaf area index of boreal conifer forests using Landsat TM images
    • Feb
    • J. M. Chen and J. Cihlar, Retrieving leaf area index of boreal conifer forests using Landsat TM images, Remote Sens. Environ., vol. 55, no. 2, pp. 153-162, Feb. 1996.
    • (1996) Remote Sens. Environ , vol.55 , Issue.2 , pp. 153-162
    • Chen, J.M.1    Cihlar, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.