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Volumn 25, Issue 3, 2011, Pages 509-521

Scaling up: Linking field data and remote sensing with a hierarchical model

Author keywords

Biomass; Ground truthing; Hierarchical bayes; Remote sensing; Scale

Indexed keywords

ANALYTICAL HIERARCHY PROCESS; BAYESIAN ANALYSIS; BIOMASS; ECOPHYSIOLOGY; LANDSAT THEMATIC MAPPER; NDVI; NUMERICAL MODEL; REMOTE SENSING; SPATIAL DATA; UPSCALING; VEGETATION DYNAMICS; VEGETATION MAPPING;

EID: 79957616420     PISSN: 13658816     EISSN: 13623087     Source Type: Journal    
DOI: 10.1080/13658816.2010.522779     Document Type: Article
Times cited : (29)

References (44)
  • 1
    • 16844364999 scopus 로고    scopus 로고
    • Tropical deforestation in Madagascar: Analysis using hierarchical spatially explicit, Bayesian regression models
    • Agarwal, D., et al., 2005. Tropical deforestation in Madagascar: analysis using hierarchical spatially explicit, Bayesian regression models. Ecological modelling, 185 (1), 105-131.
    • (2005) Ecological Modelling , vol.185 , Issue.1 , pp. 105-131
    • Agarwal, D.1
  • 2
    • 34547586955 scopus 로고    scopus 로고
    • Scaling field data to calibrate and validate moderate spatial resolution remote sensing models
    • Baccini, A., et al., 2007. Scaling field data to calibrate and validate moderate spatial resolution remote sensing models. Photogrammetric Engineering and Remote Sensing, 73 (8), 945.
    • (2007) Photogrammetric Engineering and Remote Sensing , vol.73 , Issue.8 , pp. 945
    • Baccini, A.1
  • 3
    • 33646238253 scopus 로고    scopus 로고
    • Linking the concept of scale to studies of biological diversity: Evolving approaches and tools
    • Beever, E., Swihart, R., and Bestelmeyer, B., 2006. Linking the concept of scale to studies of biological diversity: evolving approaches and tools. Diversity and Distributions, 12 (3), 229-235.
    • (2006) Diversity and Distributions , vol.12 , Issue.3 , pp. 229-235
    • Beever, E.1    Swihart, R.2    Bestelmeyer, B.3
  • 4
    • 33746378166 scopus 로고    scopus 로고
    • Evaluation of the consistency of long-term NDVI time series derived from AVHRR, SPOT-Vegetation, SeaWiFS, MODIS, and Landsat ETM+ Sensors
    • Brown, M., et al., 2006. Evaluation of the consistency of long-term NDVI time series derived from AVHRR, SPOT-Vegetation, SeaWiFS, MODIS, and Landsat ETM+ Sensors. IEEE Transactions on Geoscience and Remote Sensing, 44 (7), 1787.
    • (2006) IEEE Transactions on Geoscience and Remote Sensing , vol.44 , Issue.7
    • Brown, M.1
  • 5
    • 34447327561 scopus 로고    scopus 로고
    • Regional ecosystem structure and function: Ecological insights from remote sensing of tropical forests
    • Chambers, J., et al., 2007. Regional ecosystem structure and function: ecological insights from remote sensing of tropical forests. Trends in Ecology & Evolution, 22 (8), 414-423.
    • (2007) Trends in Ecology & Evolution , vol.22 , Issue.8 , pp. 414-423
    • Chambers, J.1
  • 6
    • 12944287801 scopus 로고    scopus 로고
    • Why environmental scientists are becoming Bayesians
    • Clark, J., 2005. Why environmental scientists are becoming Bayesians. Ecology Letters, 8 (1), 2-14.
    • (2005) Ecology Letters , vol.8 , Issue.1 , pp. 2-14
    • Clark, J.1
  • 7
    • 33745420790 scopus 로고    scopus 로고
    • A future for models and data in environmental science
    • Clark, J.S. and Gelfand, A.E., 2006a. A future for models and data in environmental science. Trends in Ecology & evolution, 21 (7), 375-380.
    • (2006) Trends in Ecology & Evolution , vol.21 , Issue.7 , pp. 375-380
    • Clark, J.S.1    Gelfand, A.E.2
  • 9
    • 33746373124 scopus 로고    scopus 로고
    • MODIS land cover and LAI collection 4 product quality across nine sites in the western hemisphere
    • Cohen, W.B., et al., 2006. MODIS land cover and LAI collection 4 product quality across nine sites in the western hemisphere. IEEE Transactions on Geoscience and Remote Sensing, 44 (7), 1843-1857.
    • (2006) Transactions on Geoscience and Remote Sensing , vol.44 , Issue.7 , pp. 1843-1857
    • Cohen, W.B.1
  • 10
    • 0036115641 scopus 로고    scopus 로고
    • Heterogeneity, speciation/extinction history and climate: Explaining regional plant diversity patterns in the Cape Floristic Region
    • Cowling, R. and Lombard, A., 2002. Heterogeneity, speciation/extinction history and climate: explaining regional plant diversity patterns in the Cape Floristic Region. Diversity & Distributions, 8 (3), 163-179.
    • (2002) Diversity & Distributions , vol.8 , Issue.3 , pp. 163-179
    • Cowling, R.1    Lombard, A.2
  • 11
    • 65349116559 scopus 로고    scopus 로고
    • Accounting for uncertainty in ecological analysis: The strengths and limitations of hierarchical statistical modeling
    • Cressie, N., et al., 2009. Accounting for uncertainty in ecological analysis: the strengths and limitations of hierarchical statistical modeling. Ecological Applications, 19 (3), 553-570.
    • (2009) Ecological Applications , vol.19 , Issue.3 , pp. 553-570
    • Cressie, N.1
  • 12
    • 0038709624 scopus 로고    scopus 로고
    • Influence of fire severity on plant regeneration by means of remote sensing imagery
    • 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 (8), 1751.
    • (2003) International Journal of Remote Sensing , vol.24 , Issue.8 , pp. 1751
    • Diaz-Delgado, R.1    Lloret, F.2    Pons, X.3
  • 13
    • 0012813720 scopus 로고    scopus 로고
    • Satellite evidence of decreasing resilience in Mediterranean plant communities after recurrent wildfires
    • Diaz-Delgado, et al., 2002. Satellite evidence of decreasing resilience in Mediterranean plant communities after recurrent wildfires. Ecology, 83 (8), 2293-2303.
    • (2002) Ecology , vol.83 , Issue.8 , pp. 2293-2303
    • Diaz-Delgado1
  • 14
    • 55649108642 scopus 로고    scopus 로고
    • The recent fire history of the Table Mountain National Park, and implications for fire management. Koedoe - African Protected Area Conservation and
    • Forsyth, G. and van Wilgen, B., 2008. The recent fire history of the Table Mountain National Park, and implications for fire management. Koedoe - African Protected Area Conservation and Science, 50 (1), 3-9.
    • (2008) Science , vol.50 , Issue.1 , pp. 3-9
    • Forsyth, G.1    van Wilgen, B.2
  • 15
    • 12844260203 scopus 로고    scopus 로고
    • Modelling species diversity through species level hierarchical modelling
    • Gelfand, A., et al., 2005. Modelling species diversity through species level hierarchical modelling. Journal of the Royal Statistical Society. Series C, 54, 1-20.
    • (2005) Journal of the Royal Statistical Society. Series C , vol.54 , pp. 1-20
    • Gelfand, A.1
  • 16
    • 84972492387 scopus 로고
    • Inference from iterative simulation using multiple sequences
    • Gelman, A. and Rubin, D., 1992. Inference from iterative simulation using multiple sequences. Statistical Science, 7 (4), 457-472.
    • (1992) Statistical Science , vol.7 , Issue.4 , pp. 457-472
    • Gelman, A.1    Rubin, D.2
  • 17
    • 0040360763 scopus 로고    scopus 로고
    • Development of a ground truthing method for determination of rangeland biomass using canopy reflectance properties
    • Gerber, L., 2000. Development of a ground truthing method for determination of rangeland biomass using canopy reflectance properties. African Journal of Range and Forage Science, 17 (1), 93-100.
    • (2000) African Journal of Range and Forage Science , vol.17 , Issue.1 , pp. 93-100
    • Gerber, L.1
  • 21
    • 2542527029 scopus 로고    scopus 로고
    • Phenological description of natural vegetation in southern Africa using remotely-sensed vegetation data
    • Hoare, D. and Frost, P., 2004. Phenological description of natural vegetation in southern Africa using remotely-sensed vegetation data. Application of Vegetation Science, 7 (1), 19-28.
    • (2004) Application of Vegetation Science , vol.7 , Issue.1 , pp. 19-28
    • Hoare, D.1    Frost, P.2
  • 22
    • 4143059182 scopus 로고    scopus 로고
    • An evaluation of gap-filled landsat SLC-off imagery for wildland fire burn severity mapping
    • Howard, S. and Lacasse, J., 2004. An evaluation of gap-filled landsat SLC-off imagery for wildland fire burn severity mapping. Photogrammetric Engineering & Remote Sensing, 70 (8), 877-880.
    • (2004) Photogrammetric Engineering & Remote Sensing , vol.70 , Issue.8 , pp. 877-880
    • Howard, S.1    Lacasse, J.2
  • 23
    • 65349116557 scopus 로고    scopus 로고
    • Multiscale analysis of tree cover and aboveground carbon stocks in pinyonjuniper woodlands
    • Huang, C.Y., et al., 2009. Multiscale analysis of tree cover and aboveground carbon stocks in pinyonjuniper woodlands. Ecological Applications, 19 (3), 668-681.
    • (2009) Ecological Applications , vol.19 , Issue.3 , pp. 668-681
    • Huang, C.Y.1
  • 24
    • 0037500103 scopus 로고    scopus 로고
    • From space to species: Ecological applications for remote sensing
    • Kerr, J. and Ostrovsky, M., 2003. From space to species: ecological applications for remote sensing. Trends in Ecology & evolution, 18 (6), 299-305.
    • (2003) Trends in Ecology & Evolution , vol.18 , Issue.6 , pp. 299-305
    • Kerr, J.1    Ostrovsky, M.2
  • 25
    • 33645097847 scopus 로고    scopus 로고
    • Building statistical models to analyze species distributions
    • Latimer, A., et al., 2006. Building statistical models to analyze species distributions. Ecological Applications, 16 (1), 33-50.
    • (2006) Ecological Applications , vol.16 , Issue.1 , pp. 33-50
    • Latimer, A.1
  • 26
    • 3042825322 scopus 로고    scopus 로고
    • The metacommunity concept: A framework for multi-scale community ecology
    • Leibold, M.A., et al., 2004. The metacommunity concept: a framework for multi-scale community ecology. Ecology Letters, 7 (7), 601 - 613.
    • (2004) Ecology Letters , vol.7 , Issue.7 , pp. 601-613
    • Leibold, M.A.1
  • 27
    • 0027101175 scopus 로고
    • The problem of pattern and scale in ecology: The Robert H. MacArthur Award lecture
    • Landscape Ecology Week 2
    • Levin, S., 1992. The problem of pattern and scale in ecology: the Robert H. MacArthur Award lecture. Ecology, 73 (6), 1943-1967, Landscape Ecology Week 2.
    • (1992) Ecology , vol.73 , Issue.6 , pp. 1943-1967
    • Levin, S.1
  • 28
    • 22744458580 scopus 로고    scopus 로고
    • Aboveground biomass estimation using Landsat TM data in the Brazilian Amazon
    • Lu, D., 2005. Aboveground biomass estimation using Landsat TM data in the Brazilian Amazon. International Journal of Remote Sensing, 26 (12), 2509-2526.
    • (2005) International Journal of Remote Sensing , vol.26 , Issue.12 , pp. 2509-2526
    • Lu, D.1
  • 29
    • 33646702801 scopus 로고    scopus 로고
    • The potential and challenge of remote sensing-based biomass estimation
    • Lu, D., 2006. The potential and challenge of remote sensing-based biomass estimation. International Journal of Remote Sensing, 27 (7), 1297-1328.
    • (2006) International Journal of Remote Sensing , vol.27 , Issue.7 , pp. 1297-1328
    • Lu, D.1
  • 30
    • 0034688121 scopus 로고    scopus 로고
    • GAC NDVI interannual coefficient of variation (CoV) images: Ground truth sampling of the Sahel along north-south transects
    • Milich, L. and Weiss, E., 2000. GAC NDVI interannual coefficient of variation (CoV) images: ground truth sampling of the Sahel along north-south transects. International Journal of Remote Senstive, 21 (2), 235-260.
    • (2000) International Journal of Remote Senstive , vol.21 , Issue.2 , pp. 235-260
    • Milich, L.1    Weiss, E.2
  • 31
    • 0036092476 scopus 로고    scopus 로고
    • Simulating climate change impacts on fire frequency and vegetation dynamics in a Mediterranean-type ecosystem
    • doi:10.1046/ j.1365-2486.2002.00494.x
    • Mouillot, F., Rambal, S., and Joffre, R., 2002. Simulating climate change impacts on fire frequency and vegetation dynamics in a Mediterranean-type ecosystem doi:10.1046/ j.1365-2486.2002.00494.x. Global Change Biology, 8 (5), 423-437.
    • (2002) Global Change Biology , vol.8 , Issue.5 , pp. 423-437
    • Mouillot, F.1    Rambal, S.2    Joffre, R.3
  • 33
    • 21744447850 scopus 로고    scopus 로고
    • The response of elephants to the spatial heterogeneity of vegetation in a Southern African agricultural landscape
    • Murwira, A. and Skidmore, A., 2005. The response of elephants to the spatial heterogeneity of vegetation in a Southern African agricultural landscape. Landscape ecology, 20 (2), 217-234.
    • (2005) Landscape Ecology , vol.20 , Issue.2 , pp. 217-234
    • Murwira, A.1    Skidmore, A.2
  • 34
    • 33747144435 scopus 로고    scopus 로고
    • Monitoring change in the spatial heterogeneity of vegetation cover in an African savanna
    • Murwira, A. and Skidmore, A., 2006. Monitoring change in the spatial heterogeneity of vegetation cover in an African savanna. International Journal of Remote Sensing, 27 (11), 2255-2269.
    • (2006) International Journal of Remote Sensing , vol.27 , Issue.11 , pp. 2255-2269
    • Murwira, A.1    Skidmore, A.2
  • 35
    • 2442702614 scopus 로고    scopus 로고
    • Ecosystem process models at multiple scales for mapping tropical forest productivity
    • Nightingale, J., Phinn, S., and Held, A., 2004. Ecosystem process models at multiple scales for mapping tropical forest productivity. Progress in Physical Geography, 28 (2), 241.
    • (2004) Progress in Physical Geography , vol.28 , Issue.2 , pp. 241
    • Nightingale, J.1    Phinn, S.2    Held, A.3
  • 37
    • 3442879342 scopus 로고    scopus 로고
    • Biomass estimation using Landsat-TM and-ETM+. Towards a regional model for Southern Africa?
    • Samimi, C. and Kraus, T., 2004. Biomass estimation using Landsat-TM and-ETM+. Towards a regional model for Southern Africa? GeoJournal, 59 (3), 177-187.
    • (2004) GeoJournal , vol.59 , Issue.3 , pp. 177-187
    • Samimi, C.1    Kraus, T.2
  • 38
    • 0003904656 scopus 로고    scopus 로고
    • Schulze, R.E., ed., Pretoria, South Africa,Technical Report WRC Report 1489/1/06, Water Research Commission
    • Schulze, R.E., ed., 2007. The South African Atlas of Agrohydrology and Climatology. Technical report WRC Report 1489/1/06, Water Research Commission, Pretoria, South Africa.
    • (2007) The South African Atlas of Agrohydrology and Climatology
  • 39
    • 0345308554 scopus 로고    scopus 로고
    • Monitoring forest succession with multitemporal Landsat images: Factors of uncertainty
    • Song, C. and Woodcock,as C.E., 2003. Monitoring forest succession with multitemporal Landsat images: factors of uncertainty. IEEE Transactions on Geoscience and Remote Sensing, 41 (11), 2557-2567.
    • (2003) IEEE Transactions on Geoscience and Remote Sensing , vol.41 , Issue.11 , pp. 2557-2567
    • Song, C.1    Woodcock, C.E.2
  • 40
    • 0034655779 scopus 로고    scopus 로고
    • Satellite estimation of tropical secondary forest above-ground biomass: Data from Brazil and Bolivia
    • Steininger, M., 2000. Satellite estimation of tropical secondary forest above-ground biomass: data from Brazil and Bolivia. International Journal of Remote Sensing, 21 (6-7), 1139-1157.
    • (2000) International Journal of Remote Sensing , vol.21 , Issue.6-7 , pp. 1139-1157
    • Steininger, M.1
  • 41
    • 34248327024 scopus 로고    scopus 로고
    • Making BUGS Open
    • Thomas, A., et al., 2006. Making BUGS Open. R News, 6 (1), 12-17.
    • (2006) R News , vol.6 , Issue.1 , pp. 12-17
    • Thomas, A.1
  • 42
    • 79957612348 scopus 로고
    • Use of Near Infrared/Red Radiance Ratios for Estimating Vegetation Biomass and Physiological Status. Technical report X-923-109
    • Tucker, C., 1977. Use of Near Infrared/Red Radiance Ratios for Estimating Vegetation Biomass and Physiological Status. Technical report X-923-109, NASA Goddard Space Flight Center 41 p.
    • (1977) NASA Goddard Space Flight Center , pp. 41
    • Tucker, C.1
  • 43
    • 0020401393 scopus 로고
    • Some effects of post-fire age on the above-ground plant biomass of Fynbos(Macchia) vegetation in South Africa
    • van Wilgen, B., 1982. Some effects of post-fire age on the above-ground plant biomass of Fynbos(Macchia) vegetation in South Africa. Journal of Ecology, 70 (1), 217-225.
    • (1982) Journal of Ecology , vol.70 , Issue.1 , pp. 217-225
    • van Wilgen, B.1
  • 44
    • 70450196194 scopus 로고    scopus 로고
    • A Hierarchical Bayesian model of wildfire in a Mediterranean biodiversity hotspot: Implications of weather variability and global circulation
    • Wilson, A.M., et al., 2010. A Hierarchical Bayesian model of wildfire in a Mediterranean biodiversity hotspot: implications of weather variability and global circulation. Ecological Modelling, 221, 106-112.
    • (2010) Ecological Modelling , vol.221 , pp. 106-112
    • Wilson, A.M.1


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