메뉴 건너뛰기




Volumn 52, Issue 10, 2014, Pages 6724-6737

Soil phosphorus and nitrogen predictions across spatial escalating scales in an aquatic ecosystem using remote sensing images

Author keywords

Digital soil model; Entropy; Random forest (RF); Remote sensing (RS); Spatial resolution; Wetland

Indexed keywords

AQUATIC ECOSYSTEMS; DECISION TREES; ENTROPY; FORECASTING; IMAGE RECONSTRUCTION; MATHEMATICAL MODELS; MEAN SQUARE ERROR; RADIOMETERS; REMOTE SENSING; WATER CONSERVATION; WETLANDS;

EID: 84901825901     PISSN: 01962892     EISSN: None     Source Type: Journal    
DOI: 10.1109/TGRS.2014.2301443     Document Type: Article
Times cited : (25)

References (78)
  • 1
    • 68749119346 scopus 로고    scopus 로고
    • Multi-criteria characterization of recent digital soil mapping and modeling approaches
    • Sep
    • S. Grunwald, "Multi-criteria characterization of recent digital soil mapping and modeling approaches," Geoderma, vol. 152, no. 3/4, pp. 195-207, Sep. 2009
    • (2009) Geoderma , vol.152 , Issue.3-4 , pp. 195-207
    • Grunwald, S.1
  • 2
    • 0347447325 scopus 로고    scopus 로고
    • On digital soil mapping
    • DOI 10.1016/S0016-7061(03)00223-4
    • A. B. McBratney, M. L. Mendonça Santos, and B. Minasny, "On digital soil mapping," Geoderma, vol. 117, no. 1/2, pp. 3-52, Nov. 2003 (Pubitemid 37537769)
    • (2003) Geoderma , vol.117 , Issue.1-2 , pp. 3-52
    • McBratney, A.B.1    Mendonca Santos, M.L.2    Minasny, B.3
  • 3
    • 83155172835 scopus 로고    scopus 로고
    • Digital soil mapping and modeling at continental scales: Finding solutions for global issues
    • Jul
    • S. Grunwald, J. A. Thompson, and J. L. Boettinger, "Digital soil mapping and modeling at continental scales: Finding solutions for global issues," Soil Sci. Soc. Amer. J., vol. 75, no. 4, pp. 1201-1213, Jul. 2011
    • (2011) Soil Sci. Soc. Amer. J. , vol.75 , Issue.4 , pp. 1201-1213
    • Grunwald, S.1    Thompson, J.A.2    Boettinger, J.L.3
  • 4
    • 0018465733 scopus 로고
    • Red and photographic infrared linear combinations for monitoring vegetation
    • May
    • C. J. Tucker, "Red and photographic infrared linear combinations for monitoring vegetation," Remote Sens. Environ., vol. 8, no. 2, pp. 127-150, May 1979
    • (1979) Remote Sens. Environ , vol.8 , Issue.2 , pp. 127-150
    • Tucker, C.J.1
  • 5
    • 26844432276 scopus 로고    scopus 로고
    • Hyperspectral one-meter-resolution remote sensing in Yellowstone National Park, Wyoming: II. Biomass
    • DOI 10.2111/04-18.1
    • M. Mirik, J. E. Norland, R. L. Crabtree, and M. E. Biondini, "Hyperspectral one-meter-resolution remote sensing in Yellowstone National Park, Wyoming: II. Biomass," Rangeland Ecol. Manage., vol. 58, no. 5, pp. 459-465, Sep. 2005 (Pubitemid 41445044)
    • (2005) Rangeland Ecology and Management , vol.58 , Issue.5 , pp. 459-465
    • Mirik, M.1    Norland, J.E.2    Crabtree, R.L.3    Biondini, M.E.4
  • 6
    • 34447642147 scopus 로고    scopus 로고
    • Total carbon mapping in glacial till soils using near-infrared spectroscopy, Landsat imagery and topographical information
    • DOI 10.1016/j.geoderma.2007.04.023, PII S001670610700119X
    • X. Huang, S. Senthilkumar, A. Kravchenko, K. Thelen, and J. Qi, "Total carbon mapping in glacial till soils using near-infrared spectroscopy, Landsat imagery and topographical information," Geoderma, vol. 141, no. 1/2, pp. 34-42, Sep. 2007 (Pubitemid 47088432)
    • (2007) Geoderma , vol.141 , Issue.1-2 , pp. 34-42
    • Huang, X.1    Senthilkumar, S.2    Kravchenko, A.3    Thelen, K.4    Qi, J.5
  • 7
    • 49649127856 scopus 로고    scopus 로고
    • Spatial and spectral analysis of soil surface properties for an archaeological area in Aksum, Ethiopia, applying high and medium resolution data
    • Sep
    • T. Schmid, M. Koch, M. DiBlasi, and M. Hagos, "Spatial and spectral analysis of soil surface properties for an archaeological area in Aksum, Ethiopia, applying high and medium resolution data," Catena, vol. 75, no. 1, pp. 93-101, Sep. 2008
    • (2008) Catena , vol.75 , Issue.1 , pp. 93-01
    • Schmid, T.1    Koch, M.2    Diblasi, M.3    Hagos, M.4
  • 8
    • 70249102044 scopus 로고    scopus 로고
    • Integrating spectral indices into prediction models of soil phosphorus in a subtropical wetland
    • Nov
    • R. G. Rivero, S. Grunwald,M.W. Binford, and T. Z. Osborne, "Integrating spectral indices into prediction models of soil phosphorus in a subtropical wetland," Remote Sens. Environ., vol. 113, no. 11, pp. 2389-2402, Nov. 2009
    • (2009) Remote Sens. Environ , vol.113 , Issue.11 , pp. 2389-2402
    • Rivero, R.G.1    Grunwald, S.2    Binford, M.W.3    Osborne, T.Z.4
  • 9
    • 79952959031 scopus 로고    scopus 로고
    • The use of remote sensing in soil and terrain mappingA review
    • Apr
    • V. L. Mulder, S. de Bruin, M. E. Schaepman, and T. R. Mayr, "The use of remote sensing in soil and terrain mapping-A review," Geoderma, vol. 162, no. 1/2, pp. 1-19, Apr. 2011
    • (2011) Geoderma , vol.162 , Issue.1-2 , pp. 1-19
    • Mulder, V.L.1    De Bruin, S.2    Schaepman, M.E.3    Mayr, T.R.4
  • 10
    • 0042361815 scopus 로고    scopus 로고
    • Delineating patterns of soil drainage class on bare soils using remote sensing analyses
    • DOI 10.1016/S0016-7061(03)00066-1
    • W. Peng, D. B. Wheeler, J. C. Bell, and M. G. Krusemark, "Delineating patterns of soil drainage class on bare soils using remote sensing analyses," Geoderma, vol. 115, no. 3/4, pp. 261-279, Aug. 2003 (Pubitemid 37060371)
    • (2003) Geoderma , vol.115 , Issue.3-4 , pp. 261-279
    • Peng, W.1    Wheeler, D.B.2    Bell, J.C.3    Krusemark, M.G.4
  • 11
    • 27644478749 scopus 로고    scopus 로고
    • IKONOS imagery to estimate surface soil property variability in two Alabama physiographies
    • DOI 10.2136/sssaj2005.0071
    • D. G. Sullivan, J. N. Shaw, and D. Rickman, "IKONOS imagery to estimate surface soil property variability in two Alabama physiographies," Soil Sci. Soc. Amer. J., vol. 69, no. 6, pp. 1789-1798, Nov. 2005 (Pubitemid 41572571)
    • (2005) Soil Science Society of America Journal , vol.69 , Issue.6 , pp. 1789-1798
    • Sullivan, D.G.1    Shaw, J.N.2    Rickman, D.3
  • 12
    • 33646250432 scopus 로고    scopus 로고
    • Fine-resolution mapping of soil organic carbon based on multivariate secondary data
    • Jun
    • G. C. Simbahan, A. Dobermann, P. Goovaerts, J. Ping, and M. L. Haddix, "Fine-resolution mapping of soil organic carbon based on multivariate secondary data," Geoderma, vol. 132, no. 3/4, pp. 471-489, Jun. 2006
    • (2006) Geoderma , vol.132 , Issue.3-4 , pp. 471-489
    • Simbahan, G.C.1    Dobermann, A.2    Goovaerts, P.3    Ping, J.4    Haddix, M.L.5
  • 13
    • 33751040555 scopus 로고    scopus 로고
    • High resolution topsoil mapping using hyperspectral image and field data in multivariate regression modeling procedures
    • DOI 10.1016/j.geoderma.2006.03.050, PII S0016706106001030
    • T. Selige, J. Böhner, and U. Schmidhalter, "High resolution topsoil mapping using hyperspectral image and field data in multivariate regression modeling procedures," Geoderma, vol. 136, no. 1/2, pp. 235-244, Dec. 2006 (Pubitemid 44755379)
    • (2006) Geoderma , vol.136 , Issue.1-2 , pp. 235-244
    • Selige, T.1    Bohner, J.2    Schmidhalter, U.3
  • 14
    • 34447331264 scopus 로고    scopus 로고
    • Incorporation of spectral data into multivariate geostatistical models to map soil phosphorus variability in a Florida wetland
    • DOI 10.1016/j.geoderma.2007.04.026, PII S001670610700122X
    • R. G. Rivero, S. Grunwald, and G. L. Bruland, "Incorporation of spectral data into multivariate geostatistical models to map soil phosphorus variability in a Florida wetland," Geoderma, vol. 140, no. 4, pp. 428-443, Aug. 2007 (Pubitemid 47058482)
    • (2007) Geoderma , vol.140 , Issue.4 , pp. 428-443
    • Rivero, R.G.1    Grunwald, S.2    Bruland, G.L.3
  • 15
    • 84868017175 scopus 로고    scopus 로고
    • Influence of the spatial extent and resolution of input data on soil carbon models in Florida, USA
    • Dec
    • G. M. Vasques, S. Grunwald, and D. B. Myers, "Influence of the spatial extent and resolution of input data on soil carbon models in Florida, USA," J. Geophys. Res., Biogeosci., vol. 117, no. G4, pp. G04004-1-G04004-12, Dec. 2012
    • (2012) J. Geophys. Res., Biogeosci , vol.117 , Issue.G4
    • Vasques, G.M.1    Grunwald, S.2    Myers, D.B.3
  • 16
    • 0028557530 scopus 로고
    • Spatial prediction of soil properties from landform attributes derived from a digital elevation model
    • Nov
    • I. O. A. Odeha, A. B. McBratney, and D. J. Chittleborough, "Spatial prediction of soil properties from landform attributes derived from a digital elevation model," Geoderma, vol. 63, no. 3/4, pp. 197-214, Nov. 1994
    • (1994) Geoderma , vol.63 , Issue.3-4 , pp. 197-214
    • Odeha, I.O.A.1    McBratney, A.B.2    Chittleborough, D.J.3
  • 17
    • 0035656795 scopus 로고    scopus 로고
    • Phosphorus biogeochemistry and the impact of phosphorus enrichment: Why is the Everglades so unique?
    • DOI 10.1007/s10021-001-0032-1
    • G. B. Noe, D. L. Childers, and R. D. Jones, "Phosphorus biogeochemistry and the impact of phosphorus enrichment: Why is the Everglades so unique?" Ecosystems, vol. 4, no. 7, pp. 603-624, Nov. 2001 (Pubitemid 34000227)
    • (2001) Ecosystems , vol.4 , Issue.7 , pp. 603-624
    • Noe, G.B.1    Childers, D.L.2    Jones, R.D.3
  • 19
    • 34247874550 scopus 로고    scopus 로고
    • Phosphorus budgets in Everglades wetland ecosystems: The effects of hydrology and nutrient enrichment
    • DOI 10.1007/s11273-006-9023-5
    • G. B. Noe and D. L. Childers, "Phosphorus budgets in Everglades wetland ecosystems: The effects of hydrology and nutrient enrichment," Wetlands Ecol. Manage., vol. 15, pp. 189-205, Jun. 2007 (Pubitemid 46693103)
    • (2007) Wetlands Ecology and Management , vol.15 , Issue.3 , pp. 189-205
    • Noe, G.B.1    Childers, D.L.2
  • 20
    • 78651469445 scopus 로고    scopus 로고
    • Everglades Depth Estimation Network, Jacksonville, FL, USA
    • Everglades Depth Estimation Network, USGS-US Army Corps of Engineers, Jacksonville, FL, USA, 2009
    • (2009) USGS-US Army Corps of Engineers
  • 22
    • 33750415700 scopus 로고    scopus 로고
    • History and description of the Everglades Nutrient Removal Project, a subtropical constructed wetland in south Florida (USA)
    • DOI 10.1016/j.ecoleng.2006.05.015, PII S0925857406000978
    • M. J. Chimney and G. Goforth, "History and description of the Everglades nutrient removal project, a subtropical constructed wetland in south Florida (USA)," Ecol. Eng., vol. 27, no. 4, pp. 268-278, Oct. 2006 (Pubitemid 44740377)
    • (2006) Ecological Engineering , vol.27 , Issue.4 , pp. 268-278
    • Chimney, M.J.1    Goforth, G.2
  • 23
    • 33847238459 scopus 로고    scopus 로고
    • Characterization of the spatial distribution of soil properties in Water Conservation Area 2A, Everglades, Florida
    • Feb
    • R. G. Rivero, S. Grunwald, T. Z. Osborne, K. R. Reddy, and S. Newman, "Characterization of the spatial distribution of soil properties in Water Conservation Area 2A, Everglades, Florida," Soil Sci., vol. 172, no. 2, pp. 149-166, Feb. 2007
    • (2007) Soil Sci , vol.172 , Issue.2 , pp. 149-166
    • Rivero, R.G.1    Grunwald, S.2    Osborne, T.Z.3    Reddy, K.R.4    Newman, S.5
  • 24
    • 70349338737 scopus 로고    scopus 로고
    • Response of the Everglades ridge and slough landscape to climate variability and 20th-century water management
    • Oct
    • C. E. Bernhardt and D. A.Willard, "Response of the Everglades ridge and slough landscape to climate variability and 20th-century water management," Ecol. Appl., vol. 19, no. 7, pp. 1723-1738, Oct. 2009
    • (2009) Ecol. Appl , vol.19 , Issue.7 , pp. 1723-1738
    • Bernhardt, C.E.1    Willard, D.A.2
  • 25
    • 0029239860 scopus 로고
    • Inland wetland change detection in the Everglades Water Conservation Area 2A using a time series of normalized remotely sensed data
    • Feb
    • J. R. Jensen, K. Rutchey, M. S. Koch, and S. Narumalani, "Inland wetland change detection in the Everglades Water Conservation Area 2A using a time series of normalized remotely sensed data," Photogramm. Eng. Rem. S., vol. 61, no. 2, pp. 199-209, Feb. 1995
    • (1995) Photogramm. Eng. Rem. S. , vol.61 , Issue.2 , pp. 199-209
    • Jensen, J.R.1    Rutchey, K.2    Koch, M.S.3    Narumalani, S.4
  • 26
    • 0030785339 scopus 로고    scopus 로고
    • Analysis and simulations of fragmentation patterns in the Everglades
    • Feb
    • Y.Wu, F. H. Sklar, and K. Rutchey, "Analysis and simulations of fragmentation patterns in the Everglades," Ecol. Appl., vol. 7, no. 1, pp. 268-276, Feb. 1997
    • (1997) Ecol. Appl , vol.7 , Issue.1 , pp. 268-276
    • Wu, Y.1    Sklar, F.H.2    Rutchey, K.3
  • 27
    • 84901856975 scopus 로고    scopus 로고
    • United States Geological Survey, High Accuracy Elevation Data-Water Conservation Areas andReston VA USA Online]. Available
    • United States Geological Survey, High Accuracy Elevation Data-Water Conservation Areas and Greater Everglades Region, Reston, VA, USA 2009. [Online]. Available: Http://sofia.usgs.gov/projects/index.php? project-url=elev-data
    • (2009) Greater Everglades Region
  • 29
    • 0030613490 scopus 로고    scopus 로고
    • A comparison of vegetation indices over a global set of TM images for EOS-MODIS
    • Mar
    • A. R. Huete, H. Q. Liu, K. Batchily, andW. van Leeuwen, "A comparison of vegetation indices over a global set of TM images for EOS-MODIS," Remote Sens. Environ., vol. 59, no. 3, pp. 440-451, Mar. 1997
    • (1997) Remote Sens. Environ , vol.59 , Issue.3 , pp. 440-451
    • Huete, A.R.1    Liu, H.Q.2    Batchily, K.3    Van Leeuwen, W.4
  • 30
    • 33644622259 scopus 로고    scopus 로고
    • Mapping soil salinity using a combined spectral response index for bare soil and vegetation: A case study in the former Lake Texcoco, Mexico
    • Jun
    • N. Fernández-Buces, C. Siebe, S. Cram, and J. L. Palacio, "Mapping soil salinity using a combined spectral response index for bare soil and vegetation: A case study in the former Lake Texcoco, Mexico," J. Arid Environ., vol. 65, no. 4, pp. 644-667, Jun. 2006
    • (2006) J. Arid Environ , vol.65 , Issue.4 , pp. 644-667
    • Fernández-Buces, N.1    Siebe, C.2    Cram, S.3    Palacio, J.L.4
  • 31
    • 38349085923 scopus 로고    scopus 로고
    • Detecting soil salinity in alfalfa fields using spatial modeling and remote sensing
    • Jan
    • A. A. Eldeiry and L. A. Garcia, "Detecting soil salinity in alfalfa fields using spatial modeling and remote sensing," Soil Sci. Soc. Amer. J., vol. 72, no. 1, pp. 201-211, Jan. 2008
    • (2008) Soil Sci. Soc. Amer. J. , vol.72 , Issue.1 , pp. 201-211
    • Eldeiry, A.A.1    Garcia, L.A.2
  • 32
    • 57049109382 scopus 로고    scopus 로고
    • Timing of erosion and satellite data: A multi-resolution approach to soil erosion risk mapping
    • Sep
    • A. Vrieling, S. M. de Jong, G. Sterk, and S. C. Rodrigues, "Timing of erosion and satellite data: A multi-resolution approach to soil erosion risk mapping," Int. J. Appl. Earth Obs., vol. 10, no. 3, pp. 267-281, Sep. 2008
    • (2008) Int. J. Appl. Earth Obs , vol.10 , Issue.3 , pp. 267-281
    • Vrieling, A.1    De Jong, S.M.2    Sterk, G.3    Rodrigues, S.C.4
  • 33
    • 0017242348 scopus 로고
    • The tasseled capA graphic description of the spectral-Temporal development of agricultural crops as seen by Landsat
    • R. J. Kauth and G. S. Thomas, "The tasseled cap-A graphic description of the spectral-Temporal development of agricultural crops as seen by Landsat," in Proc. Symp. Mach. Process. Rem. Sens. Data, 1976, pp. 4B41-4B51
    • (1976) Proc. Symp. Mach. Process. Rem. Sens. Data
    • Kauth, R.J.1    Thomas, G.S.2
  • 34
    • 84871310434 scopus 로고    scopus 로고
    • United States Geological Survey Reston VA USA Online]. Available
    • United States Geological Survey, Digital Data Series DDS-9: Terrestrial Gamma Radioactivity, Reston, VA, USA 1999. [Online]. Available: Http:// energy.cr.usgs.gov/radon/DDS-9.html
    • (1999) Digital Data Series DDS-9: Terrestrial Gamma Radioactivity
  • 35
    • 0032925759 scopus 로고    scopus 로고
    • Spatial aggregation and soil process modelling
    • DOI 10.1016/S0016-7061(98)00077-9, PII S0016706198000779
    • G. B. M. Heuvelink and E. J. Pebesma, "Spatial aggregation and soil process modeling," Geoderma, vol. 89, no. 1/2, pp. 47-65, Apr. 1999 (Pubitemid 29167381)
    • (1999) Geoderma , vol.89 , Issue.1-2 , pp. 47-65
    • Heuvelink, G.B.M.1    Pebesma, E.J.2
  • 37
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • DOI 10.1023/A:1010933404324
    • L. Breiman, "Random forests," Mach. Learn., vol. 45, pp. 5-32, Oct. 2001 (Pubitemid 32933532)
    • (2001) Machine Learning , vol.45 , Issue.1 , pp. 5-32
    • Breiman, L.1
  • 38
    • 33645330972 scopus 로고    scopus 로고
    • Newer classification and regression tree techniques: Bagging and random forests for ecological prediction
    • Mar
    • A. Prasad, L. Iverson, and A. Liaw, "Newer classification and regression tree techniques: Bagging and random forests for ecological prediction," Ecosystems, vol. 9, no. 2, pp. 181-199, Mar. 2006
    • (2006) Ecosystems , vol.9 , Issue.2 , pp. 181-199
    • Prasad, A.1    Iverson, L.2    Liaw, A.3
  • 39
    • 30644464444 scopus 로고    scopus 로고
    • Gene selection and classification of microarray data using random forest
    • Jan
    • R. Díaz-Uriarte and S. A. de Andrés, "Gene selection and classification of microarray data using random forest," BMC Bioinform., vol. 7, no. 3, pp. 1-13, Jan. 2006
    • (2006) BMC Bioinform , vol.7 , Issue.3 , pp. 1-13
    • Díaz-Uriarte, R.1    De Andrés, S.A.2
  • 40
    • 79951813354 scopus 로고    scopus 로고
    • Digital mapping of soil organic matter stocks using random forest modeling in a semi-Arid steppe ecosystem
    • Mar
    • M. Wiesmeier, F. Barthold, B. Blank, and I. Kögel-Knabner, "Digital mapping of soil organic matter stocks using random forest modeling in a semi-Arid steppe ecosystem," Plant Soil, vol. 340, no. 1/2, pp. 7-24, Mar. 2011
    • (2011) Plant Soil , vol.340 , Issue.1-2 , pp. 7-24
    • Wiesmeier, M.1    Barthold, F.2    Blank, B.3    Kögel-Knabner, I.4
  • 41
    • 0345040873 scopus 로고    scopus 로고
    • Classification and regression by random forest
    • Dec
    • A. Liaw andM.Wiener, "Classification and regression by random forest," R News, vol. 2, pp. 18-22, Dec. 2002
    • (2002) R News , vol.2 , pp. 18-22
    • Liaw, A.1    Wiener, M.2
  • 42
    • 72449170109 scopus 로고    scopus 로고
    • An introduction to recursive partitioning: Rationale, application, characteristics of classification and regression trees, bagging random forests
    • Dec
    • C. Strobl, J. Malley, and G. Tutz, "An introduction to recursive partitioning: Rationale, application, characteristics of classification and regression trees, bagging, random forests," Psychol. Methods, vol. 14, no. 4, pp. 323-348, Dec. 2009
    • (2009) Psychol. Methods , vol.14 , Issue.4 , pp. 323-348
    • Strobl, C.1    Malley, J.2    Tutz, G.3
  • 43
  • 44
    • 0034887966 scopus 로고    scopus 로고
    • Measuring the quality of digital soil maps using information criteria
    • DOI 10.1016/S0016-7061(01)00071-4, PII S0016706101000714
    • T. F. A. Bishop, A. B. McBratney, and B. M. Whelan, "Measuring the quality of digital soil maps using information criteria," Geoderma, vol. 103, no. 1/2, pp. 95-111, Sep. 2001 (Pubitemid 32773735)
    • (2001) Geoderma , vol.103 , Issue.1-2 , pp. 95-111
    • Bishop, T.F.A.1    McBratney, A.B.2    Whelan, B.M.3
  • 45
    • 0002947255 scopus 로고    scopus 로고
    • A mathematical theory of communication
    • Jan
    • C. E. Shannon, "A mathematical theory of communication," SIGMOBILE Mobile Comput. Commun. Rev., vol. 5, no. 1, pp. 3-55, Jan. 2001
    • (2001) SIGMOBILE Mobile Comput. Commun. Rev , vol.5 , Issue.1 , pp. 3-55
    • Shannon, C.E.1
  • 46
    • 68949161935 scopus 로고    scopus 로고
    • Entropy inference and the James-Stein estimator, with application to nonlinear gene association networks
    • Dec
    • J. Hausser and K. Strimmer, "Entropy inference and the James-Stein estimator, with application to nonlinear gene association networks," J. Mach. Learn. Res., vol. 10, pp. 1469-1484, Dec. 2009
    • (2009) J. Mach. Learn. Res , vol.10 , pp. 1469-1484
    • Hausser, J.1    Strimmer, K.2
  • 47
    • 0028388830 scopus 로고
    • Spatial distribution of soil nutrients in a northern Everglades marsh: Water conservation area 2A
    • W. F. DeBusk, K. R. Reddy, M. S. Koch, and Y. Wang, "Spatial distribution of soil nutrients in a northern Everglades marsh: Water Conservation Area 2A," Soil Sci. Soc. Amer. J., vol. 58, no. 2, pp. 543-552, Mar. 1994 (Pubitemid 2079512)
    • (1994) Soil Science Society of America Journal , vol.58 , Issue.2 , pp. 543-552
    • Debusk, W.F.1    Reddy, K.R.2    Koch, M.S.3    Wang, Y.4
  • 48
    • 10044248088 scopus 로고    scopus 로고
    • Spatial variability, distribution and uncertainty assessment of soil phosphorus in a south Florida wetland
    • DOI 10.1002/env.668
    • S. Grunwald, K. R. Reddy, S. Newman, and W. F. DeBusk, "Spatial variability, distribution and uncertainty assessment of soil phosphorus in a south Florida wetland," Environmetrics, vol. 15, no. 8, pp. 811-825, Dec. 2004 (Pubitemid 39606302)
    • (2004) Environmetrics , vol.15 , Issue.8 , pp. 811-825
    • Grunwald, S.1    Reddy, K.R.2    Newman, S.3    Debusk, W.F.4
  • 49
    • 50849142217 scopus 로고    scopus 로고
    • Development of a twoband enhanced vegetation index without a blue band
    • Oct
    • Z. Jiang, A. R. Huete, K. Didan, and T. Miura, "Development of a twoband enhanced vegetation index without a blue band," Remote Sens. Environ., vol. 112, no. 10, pp. 3833-3845, Oct. 2008
    • (2008) Remote Sens. Environ , vol.112 , Issue.10 , pp. 3833-3845
    • Jiang, Z.1    Huete, A.R.2    Didan, K.3    Miura, T.4
  • 50
    • 40649122252 scopus 로고    scopus 로고
    • Prediction of soil property distribution in paddy soil landscapes using terrain data and satellite information as indicators
    • DOI 10.1016/j.ecolind.2007.05.005, PII S1470160X07000593
    • K. Sumfleth and R. Duttmann, "Prediction of soil property distribution in paddy soil landscapes using terrain data and satellite information as indicators," Ecol. Indicators, vol. 8, no. 5, pp. 485-501, Sep. 2008 (Pubitemid 351375158)
    • (2008) Ecological Indicators , vol.8 , Issue.5 , pp. 485-501
    • Sumfleth, K.1    Duttmann, R.2
  • 51
    • 82455171941 scopus 로고    scopus 로고
    • Spatial distributions and eco-partitioning of soil biogeochemical properties in the Everglades National Park
    • Dec
    • T. Z. Osborne, G. Bruland, S. Newman, K. R. Reddy, and S. Grunwald, "Spatial distributions and eco-partitioning of soil biogeochemical properties in the Everglades National Park," Environ. Monit. Assess., vol. 183, no. 1-4, pp. 395-408, Dec. 2011
    • (2011) Environ. Monit. Assess , vol.183 , Issue.1-4 , pp. 395-408
    • Osborne, T.Z.1    Bruland, G.2    Newman, S.3    Reddy, K.R.4    Grunwald, S.5
  • 52
    • 0027830015 scopus 로고
    • Peat accretion and N, P, and organic C accumulation in nutrient- enriched and unenriched Everglades peatlands
    • C. B. Craft and C. J. Richardson, "Peat accretion and N, P, organic C accumulation in nutrient-enriched and unenriched Everglades peatlands," Ecol. Appl., vol. 3, no. 3, pp. 446-458, Aug. 1993 (Pubitemid 24396109)
    • (1993) Ecological Applications , vol.3 , Issue.3 , pp. 446-458
    • Craft, C.B.1    Richardson, C.J.2
  • 53
  • 54
    • 0025919792 scopus 로고
    • Response of vegetation indices to changes in three measures of leaf water stress
    • Feb
    • W. B. Cohen, "Response of vegetation indices to changes in three measures of leaf water stress," Photogramm. Eng. Remote S., vol. 57, pp. 195-202, Feb. 1991
    • (1991) Photogramm. Eng. Remote S. , vol.57 , pp. 195-202
    • Cohen, W.B.1
  • 55
    • 84870227511 scopus 로고
    • Transformed vegetation index for measuring spatial variation in drought impacted biomass on Konza Prairie, Kansas
    • Apr
    • M. D. Nellis and J. M. Briggs, "Transformed vegetation index for measuring spatial variation in drought impacted biomass on Konza Prairie, Kansas," Trans. Kansas Acad. Sci., vol. 95, no. 1/2, pp. 93-99, Apr. 1992
    • (1992) Trans. Kansas Acad. Sci , vol.95 , Issue.1-2 , pp. 93-99
    • Nellis, M.D.1    Briggs, J.M.2
  • 56
    • 0028326339 scopus 로고
    • Quantitative estimation of chlorophyll-A using reflectance spectra: Experiments with autumn chestnut and maple leaves
    • DOI 10.1016/1011-1344(93)06963-4
    • A. A. Gitelson and M. N. Merzlyak, "Quantitative estimation of chlorophyll-A using reflectance spectra: Experiments with autumn chestnut and maple leaves," J. Photochem. Photobiol. B, Biol., vol. 22, no. 3, pp. 247-252, Mar. 1994 (Pubitemid 24082925)
    • (1994) Journal of Photochemistry and Photobiology B: Biology , vol.22 , Issue.3 , pp. 247-252
    • Gitelson, A.1    Merzlyak, M.N.2
  • 57
    • 0030429663 scopus 로고    scopus 로고
    • NDWI - A normalized difference water index for remote sensing of vegetation liquid water from space
    • DOI 10.1016/S0034-4257(96)00067-3, PII S0034425796000673
    • B. Gao, "NDWI-A normalized difference water index for remote sensing of vegetation liquid water from space," Remote Sens. Environ., vol. 58, no. 3, pp. 257-266, Dec. 1996 (Pubitemid 27054073)
    • (1996) Remote Sensing of Environment , vol.58 , Issue.3 , pp. 257-266
    • Gao, B.-C.1
  • 59
    • 78651466762 scopus 로고    scopus 로고
    • Foliar nutrient and water content in subtropical tree islands: A new chemohydrodynamic link between satellite vegetation indices and foliar δ15N values
    • Mar
    • X. Wang, D. O. Fuller, L. da S. L. O. Sternberg, and F. Miralles-Wilhelm, "Foliar nutrient and water content in subtropical tree islands: A new chemohydrodynamic link between satellite vegetation indices and foliar δ15N values," Remote Sens. Environ., vol. 115, no. 3, pp. 923-930, Mar. 2011
    • (2011) Remote Sens. Environ , vol.115 , Issue.3 , pp. 923-930
    • Wang, X.1    Fuller, D.O.2    Da, L.3    Sternberg, S.L.O.4    Miralles-Wilhelm, F.5
  • 60
    • 0029778414 scopus 로고    scopus 로고
    • Remote sensing of algal bloom dynamics
    • L. Richardson, "Remote sensing of algal bloom dynamics," BioScience, vol. 46, no. 7, pp. 492-501, Jul.-Aug. 1996 (Pubitemid 26311010)
    • (1996) BioScience , vol.46 , Issue.7 , pp. 492-501
    • Richardson, L.L.1
  • 61
    • 0028161825 scopus 로고
    • Development of an everglades vegetation map using a SPOT image and the global positioning system
    • K. Rutchey and L. Vilchek, "Development of an Everglades vegetation map using a SPOT image and the Global Positioning System," Photogramm. Eng. Remote Sens., vol. 60, no. 6, pp. 767-775, Jun. 1994 (Pubitemid 2120768)
    • (1994) Photogrammetric Engineering and Remote Sensing , vol.60 , Issue.6 , pp. 767-775
    • Rutchey, K.1    Vilcheck, L.2
  • 62
    • 0032935184 scopus 로고    scopus 로고
    • Air photointerpretation and satellite imagery analysis techniques for mapping cattail coverage in a northern Everglades impoundment
    • K. Rutchey and L. Vilchek, "Air photointerpretation and satellite imagery analysis techniques for mapping cattail coverage in a Northern Everglades impoundment," Photogramm. Eng. Remote Sens., vol. 65, no. 2, pp. 185-191, Feb. 1999 (Pubitemid 29083553)
    • (1999) Photogrammetric Engineering and Remote Sensing , vol.65 , Issue.2 , pp. 185-191
    • Rutchey, K.1    Vilchek, L.2
  • 63
    • 0030467908 scopus 로고    scopus 로고
    • Quantifying periphyton responses to phosphorus in the Florida Everglades: A synoptic-experimental approach
    • P. V. McCormick and M. B. O'Dell, "Quantifying periphyton responses to phosphorus enrichment in the Florida Everglades: A synoptic-experimental approach," J. N. Amer. Benthol. Soc., vol. 15, no. 4, pp. 450-468, Dec. 1996 (Pubitemid 27052746)
    • (1996) Journal of the North American Benthological Society , vol.15 , Issue.4 , pp. 450-468
    • McCormick, P.V.1    O'Dell, M.B.2
  • 64
    • 33646590647 scopus 로고    scopus 로고
    • Assessment of the spatial distribution of soil properties in a Northern Everglades marsh
    • DOI 10.2134/jeq2005.0255
    • R. Corstanje, S. Grunwald, K. R. Reddy, T. Z. Osborne, and S. Newman, "Assessment of the spatial distribution of soil properties in a northern Everglades marsh," J. Environ. Qual., vol. 35, no. 3, pp. 938-949, May 2006 (Pubitemid 43727225)
    • (2006) Journal of Environmental Quality , vol.35 , Issue.3 , pp. 938-949
    • Corstanje, R.1    Grunwald, S.2    Reddy, K.R.3    Osborne, T.Z.4    Newman, S.5
  • 65
    • 31844433248 scopus 로고    scopus 로고
    • Spatial patterns of labile forms of phosphorus in a subtropical wetland
    • DOI 10.2134/jeq2005.0042
    • S. Grunwald, R. Corstanje, B. E. Weinrich, and K. R. Reddy, "Spatial patterns of labile forms of phosphorus in a subtropical wetland 10 years after a sustained nutrient impact," J. Environ. Qual., vol. 35, pp. 378-389, May 2006 (Pubitemid 43185205)
    • (2006) Journal of Environmental Quality , vol.35 , Issue.1 , pp. 378-389
    • Grunwald, S.1    Corstanje, R.2    Weinrich, B.E.3    Reddy, K.R.4
  • 66
    • 0035041814 scopus 로고    scopus 로고
    • Comparison of methods for interpolating soil properties using limited data
    • Mar
    • C. A. Schloeder, N. E. Zimmerman, and M. J. Jacobs, "Comparison of methods for interpolating soil properties using limited data," Soil Sci. Soc. Amer. J., vol. 65, no. 2, pp. 470-479, Mar. 2001
    • (2001) Soil Sci. Soc. Amer. J. , vol.65 , Issue.2 , pp. 470-479
    • Schloeder, C.A.1    Zimmerman, N.E.2    Jacobs, M.J.3
  • 67
    • 62049084628 scopus 로고    scopus 로고
    • Spatial variability of soil total nitrogen and soil total phosphorus under different land uses in a small watershed on the Loess Plateau, China
    • Apr
    • Y. Wang, X. Zhang, and C. Huang, "Spatial variability of soil total nitrogen and soil total phosphorus under different land uses in a small watershed on the Loess Plateau, China," Geoderma, vol. 150, no. 1/2, pp. 141-149, Apr. 2009
    • (2009) Geoderma , vol.150 , Issue.1-2 , pp. 141-149
    • Wang, Y.1    Zhang, X.2    Huang, C.3
  • 69
    • 4444223958 scopus 로고    scopus 로고
    • Effects of remote sensing pixel resolution on modeled energy flux variability of croplands in Iowa
    • DOI 10.1016/j.rse.2004.02.020, PII S003442570400183X
    • W. P. Kustas, F. Li, T. J. Jackson, J. H. Prueger, J. I. MacPherson, and M. Wolde, "Effects of remote sensing pixel resolution on modeled energy flux variability of croplands in Iowa," Remote Sens. Environ., vol. 92, no. 4, pp. 535-547, Sep. 2004 (Pubitemid 39204635)
    • (2004) Remote Sensing of Environment , vol.92 , Issue.4 , pp. 535-547
    • Kustas, W.P.1    Li, F.2    Jackson, T.J.3    Prueger, J.H.4    MacPherson, J.I.5    Wolde, M.6
  • 70
    • 0031778211 scopus 로고    scopus 로고
    • Pedodiversity and global soil patterns at coarse scales (with discussion)
    • May
    • J. J. Ibáñez, S. De-Alba, A. Lobo, and V. Zucarello, "Pedodiversity and global soil patterns at coarse scales (with discussion)," Geoderma, vol. 83, no. 3/4, pp. 171-192, May 1998
    • (1998) Geoderma , vol.83 , Issue.3-4 , pp. 171-192
    • Ibáñez, J.J.1    De-Alba, S.2    Lobo, A.3    Zucarello, V.4
  • 71
    • 13444312207 scopus 로고    scopus 로고
    • An entropy-based heterogeneity index for mass-size distributions in Earth science
    • DOI 10.1016/j.ecolmodel.2004.04.002, PII S0304380004001590, Scaling, Fractals and Diversity in Soils and Echohydrology
    • M. A. Martín, J-M. Rey, and F. J. Taguas, "An entropy-based heterogeneity index for mass-size distributions in Earth science," Ecol. Modell., vol. 182, no. 3/4, pp. 221-228, Mar. 2005 (Pubitemid 40205669)
    • (2005) Ecological Modelling , vol.182 , Issue.3-4 , pp. 221-228
    • Martin, M.A.1    Rey, J.-M.2    Taguas, Fco.J.3
  • 72
    • 0033820393 scopus 로고    scopus 로고
    • On the role of Shannon's entropy as a measure of heterogeneity
    • Mar
    • M. A. Martín and J-M. Rey, "On the role of Shannon's entropy as a measure of heterogeneity," Geoderma, vol. 98, no. 1, pp. 1-3, Mar. 2000
    • (2000) Geoderma , vol.98 , Issue.1 , pp. 1-3
    • Martín, M.A.1    Rey, J.-M.2
  • 73
    • 0024192784 scopus 로고
    • Response to soil moisture of spectral indexes derived from bidirectional reflectance in Thematic Mapper wavebands
    • DOI 10.1016/0034-4257(88)90099-5
    • H. B. Musick and R. E. Pelletier, "Response to soil moisture of spectral indexes derived from bidirectional reflectance in thematic mapper wavebands," Remote Sens. Environ., vol. 25, no. 2, pp. 167-184, Jul. 1988 (Pubitemid 19297841)
    • (1988) Remote Sensing of Environment , vol.25 , Issue.2 , pp. 167-184
    • Musick, H.B.1    Pelletier, R.E.2
  • 75
    • 0030453414 scopus 로고    scopus 로고
    • Use of a green channel in remote sensing of global vegetation from EOS-MODIS
    • Dec
    • A. A. Gitelson, Y. J. Kaufman, andM. N.Merzlyak, "Use of a green channel in remote sensing of global vegetation from EOS-MODIS," Remote Sens. Environ., vol. 58, no. 3, pp. 289-298, Dec. 1996
    • (1996) Remote Sens. Environ , vol.58 , Issue.3 , pp. 289-298
    • Gitelson, A.A.1    Kaufman, Y.J.2    Merzlyak, M.N.3
  • 76
    • 0034482939 scopus 로고    scopus 로고
    • Optical-biophysical relationships of vegetation spectra without background contamination
    • DOI 10.1016/S0034-4257(00)00150-4, PII S0034425700001504
    • X. Gao, A. R. Huete, W. Ni, and T. Miura, "Optical-biophysical relationships of vegetation spectra without background contamination," Remote Sens. Environ., vol. 74, no. 3, pp. 609-620, Dec. 2000 (Pubitemid 32139661)
    • (2000) Remote Sensing of Environment , vol.74 , Issue.3 , pp. 609-620
    • Gao, X.1    Huete, A.R.2    Ni, W.3    Miura, T.4
  • 77
    • 0033988863 scopus 로고    scopus 로고
    • A shortwave infrared modification to the simple ratio for LAI retrieval in boreal forests: An image and model analysis
    • DOI 10.1016/S0034-4257(99)00035-8, PII S0034425799000358
    • L. Brown, J. M. Chen, S. G. Leblanc, and J. Cihlar, "A shortwave infrared modification to the simple ratio for LAI retrieval in boreal forests: An image and model analysis," Remote Sens. Environ., vol. 71, no. 1, pp. 16-25, Jan. 2000 (Pubitemid 30037171)
    • (2000) Remote Sensing of Environment , vol.71 , Issue.1 , pp. 16-25
    • Brown, L.1    Chen, J.M.2    Leblanc, S.G.3    Cihlar, J.4
  • 78
    • 0038606455 scopus 로고    scopus 로고
    • Retrieval of leaf area index in different vegetation types using high resolution satellite data
    • DOI 10.1016/S0034-4257(03)00094-4
    • R. Colombo, D. Bellingeri, D. Fasolini, and C. M. Marino, "Retrieval of leaf area index in different vegetation types using high resolution satellite data," Remote Sens. Environ., vol. 86, no. 1, pp. 120-131, Jun. 2003. (Pubitemid 36832474)
    • (2003) Remote Sensing of Environment , vol.86 , Issue.1 , pp. 120-131
    • Colombo, R.1    Bellingeri, D.2    Fasolini, D.3    Marino, C.M.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.