메뉴 건너뛰기




Volumn 9, Issue 9, 2016, Pages 3957-3969

Discriminating Rangeland Management Practices Using Simulated HyspIRI, Landsat 8 OLI, Sentinel 2 MSI, and VENμS Spectral Data

Author keywords

Classification; discriminant analysis (DA); field spectroscopy; rangeland management practices; remote sensing

Indexed keywords

DISCRIMINANT ANALYSIS; REMOTE SENSING; SPECTROMETERS; VEGETATION;

EID: 85027001048     PISSN: 19391404     EISSN: 21511535     Source Type: Journal    
DOI: 10.1109/JSTARS.2016.2574360     Document Type: Article
Times cited : (43)

References (83)
  • 1
    • 84973265074 scopus 로고    scopus 로고
    • Identification of grassland management practices from leaf area index time series
    • P. Dusseux, X. Gong, L. Hubert-Moy, and T. Corpetti, "Identification of grassland management practices from leaf area index time series," J. Appl. Remote Sens., vol. 8, pp. 083559-1-083559-9, 2014.
    • (2014) J. Appl. Remote Sens. , vol.8 , pp. 1-9
    • Dusseux, P.1    Gong, X.2    Hubert-Moy, L.3    Corpetti, T.4
  • 2
    • 25844463079 scopus 로고    scopus 로고
    • Biophysical and spectral characteristics of cool- and warm-season grasslands under three land management practices in eastern Kansas
    • X. Guo, K. P. Price, and J. M. Stiles, "Biophysical and spectral characteristics of cool- and warm-season grasslands under three land management practices in eastern Kansas," Natural Resour. Res., vol. 9, pp. 321-331, 2000.
    • (2000) Natural Resour. Res. , vol.9 , pp. 321-331
    • Guo, X.1    Price, K.P.2    Stiles, J.M.3
  • 3
    • 15244356428 scopus 로고    scopus 로고
    • An ecosystem in transition: Causes and consequences of the conversion of mesic grassland to shrubland
    • J.M. Briggs et al., "An ecosystem in transition: Causes and consequences of the conversion of Mesic grassland to Shrubland," BioScience, vol. 55, pp. 243-254, 2005.
    • (2005) BioScience , vol.55 , pp. 243-254
    • Briggs, J.M.1
  • 5
    • 84953877714 scopus 로고    scopus 로고
    • Estimating ground cover in the mixed prairie grassland of southern Alberta using vegetation indices related to physiological function
    • A. M. Smith, M. J. Hill, and Y. Zhang, "Estimating ground cover in the mixed prairie grassland of Southern Alberta using vegetation indices related to physiological function," Can. J. Remote Sen., vol. 41, pp. 51-66, 2015.
    • (2015) Can. J. Remote Sen. , vol.41 , pp. 51-66
    • Smith, A.M.1    Hill, M.J.2    Zhang, Y.3
  • 6
    • 85004068275 scopus 로고    scopus 로고
    • Multifunctional rangeland in southern Africa: Managing for production, conservation, and resilience with fire and grazing
    • D. A. McGranahan and K. P. Kirkman, "Multifunctional rangeland in Southern Africa: Managing for production, conservation, and resilience with fire and grazing," Land, vol. 2, pp. 176-193, 2013.
    • (2013) Land , vol.2 , pp. 176-193
    • McGranahan, D.A.1    Kirkman, K.P.2
  • 7
    • 84901497313 scopus 로고    scopus 로고
    • Estimating canopy nitrogen content in a heterogeneous grassland with varying fire and grazing treatments: Konza prairie, Kansas, USA
    • B. Ling, D. G. Goodin, R. L. Mohler, A. N. Laws, and A. Joern, "Estimating canopy nitrogen content in a heterogeneous grassland with varying fire and grazing treatments: Konza prairie, Kansas, USA," Remote Sens., vol. 6, pp. 4430-4453, 2014.
    • (2014) Remote Sens. , vol.6 , pp. 4430-4453
    • Ling, B.1    Goodin, D.G.2    Mohler, R.L.3    Laws, A.N.4    Joern, A.5
  • 8
    • 84921536617 scopus 로고    scopus 로고
    • Reorienting land degradation towards sustainable land management: Linking sustainable livelihoods with ecosystem services in rangeland systems
    • M. S. Reed et al., "Reorienting land degradation towards sustainable land management: Linking sustainable livelihoods with ecosystem services in rangeland systems," J. Environ. Manage., vol. 151, pp. 472-485, 2015.
    • (2015) J. Environ. Manage , vol.151 , pp. 472-485
    • Reed, M.S.1
  • 10
    • 0035652720 scopus 로고    scopus 로고
    • The role of landbased strategies in rural livelihoods: The contribution of arable production, animal husbandry and natural resource harvesting in communal areas in South Africa
    • C. M. Shackleton, S. E. Shackleton, and B. Cousins, "The role of landbased strategies in rural livelihoods: The contribution of arable production, animal husbandry and natural resource harvesting in communal areas in South Africa," Develop. Southern Africa, vol. 18, pp. 581-604, 2001.
    • (2001) Develop. Southern Africa , vol.18 , pp. 581-604
    • Shackleton, C.M.1    Shackleton, S.E.2    Cousins, B.3
  • 11
    • 0026296432 scopus 로고
    • Mowing and fertilization effect on productivity and spectral reflectance in bromus inermis plots
    • M. Dyer, C. Turner, and T. Seastedt, "Mowing and fertilization effect on productivity and spectral reflectance in Bromus Inermis plots," Ecol. Appl., vol. 1, pp. 443-452, 1991.
    • (1991) Ecol. Appl. , vol.1 , pp. 443-452
    • Dyer, M.1    Turner, C.2    Seastedt, T.3
  • 12
    • 3042769518 scopus 로고    scopus 로고
    • Detecting biophysical properties of a semi-arid grassland and distinguishing burned from unburned areas with hyperspectral reflectance
    • Sep.
    • A. F. Rahman and J. A. Gamon, "Detecting biophysical properties of a semi-arid grassland and distinguishing burned from unburned areas with hyperspectral reflectance," J. Arid Environ., vol. 58, pp. 597-610, Sep. 2004.
    • (2004) J. Arid Environ. , vol.58 , pp. 597-610
    • Rahman, A.F.1    Gamon, J.A.2
  • 13
    • 84912021466 scopus 로고    scopus 로고
    • Using imaging spectroscopy to predict aboveground plant biomass in alpine grasslands grazed by large ungulates
    • A. K. Schweiger et al., "Using imaging spectroscopy to predict aboveground plant biomass in alpine grasslands grazed by large ungulates," J. Vegetation Sci., vol. 26, pp. 175-190, 2015.
    • (2015) J. Vegetation Sci. , vol.26 , pp. 175-190
    • Schweiger, A.K.1
  • 14
    • 84897631679 scopus 로고    scopus 로고
    • Restoring the degraded grassland and improving sustainability of grassland ecosystem through chicken farming: A case study in northern China
    • H. Xu, H. Su, B. Su, X. Han, D. K. Biswas, and Y. Li, "Restoring the degraded grassland and improving sustainability of grassland ecosystem through chicken farming: A case study in Northern China," Agriculture, Ecosyst. Environ., vol. 186, pp. 115-123, 2014.
    • (2014) Agriculture, Ecosyst. Environ. , vol.186 , pp. 115-123
    • Xu, H.1    Su, H.2    Su, B.3    Han, X.4    Biswas, D.K.5    Li, Y.6
  • 15
    • 84858718326 scopus 로고    scopus 로고
    • Separating grazing and rainfall effects at regional scale using remote sensing imagery: A dynamic reference-cover method
    • G. Bastin et al., "Separating grazing and rainfall effects at regional scale using remote sensing imagery: A dynamic reference-cover method," Remote Sens. Environ., vol. 121, pp. 443-457, 2012.
    • (2012) Remote Sens. Environ. , vol.121 , pp. 443-457
    • Bastin, G.1
  • 16
    • 84877309520 scopus 로고    scopus 로고
    • Soil nutrients and other major properties in grassland fertilized with nitrogen and phosphorus
    • A. J. Messiga, N. Ziadi, G. Bélanger, and C. Morel, "Soil nutrients and other major properties in grassland fertilized with nitrogen and phosphorus," Soil Sci. Soc. Amer. J., vol. 77, pp. 643-652, 2013.
    • (2013) Soil Sci. Soc. Amer. J. , vol.77 , pp. 643-652
    • Messiga, A.J.1    Ziadi, N.2    Bélanger, G.3    Morel, C.4
  • 17
    • 84947444662 scopus 로고    scopus 로고
    • Phosphorus fertilization and herbage production in Finland
    • 8.-9.1. 2014 Viikki, Helsinki: esitelmät-ja posteritiivistelmät/Toim. Risto Kuisma, Nina Schulman, Hanna-Riitta Kymäläinen ja Laura Alakukku, 2014
    • E. Valkama, P. Virkajärvi, R. Uusitalo, K. Ylivainio, and E. Turtola, "Phosphorus fertilization and herbage production in Finland," Maataloustieteen Päivät 2014, 8.-9.1. 2014 Viikki, Helsinki: esitelmät-ja posteritiivistelmät/Toim. Risto Kuisma, Nina Schulman, Hanna-Riitta Kymäläinen ja Laura Alakukku, 2014.
    • (2014) Maataloustieteen Päivät
    • Valkama, E.1    Virkajärvi, P.2    Uusitalo, R.3    Ylivainio, K.4    Turtola, E.5
  • 18
    • 0035462215 scopus 로고    scopus 로고
    • Effects of nitrogen fertilization and harvest date on yield, digestibility, fiber, and protein fractions of tropical grasses
    • C. R. Johnson, B. A. Reiling, P. Mislevy, and M. B. Hall, "Effects of nitrogen fertilization and harvest date on yield, digestibility, fiber, and protein fractions of tropical grasses," J. Animal Sci., vol. 79, pp. 2439-2448, 2001.
    • (2001) J. Animal Sci. , vol.79 , pp. 2439-2448
    • Johnson, C.R.1    Reiling, B.A.2    Mislevy, P.3    Hall, M.B.4
  • 19
    • 77955172819 scopus 로고    scopus 로고
    • The effects of grazing, fire, nitrogen and water availability on nutritional quality of grass in semi-arid savanna, South Africa
    • Oct.
    • K. R. Mbatha and D. Ward, "The effects of grazing, fire, nitrogen and water availability on nutritional quality of grass in semi-arid Savanna, South Africa," J. Arid Environ., vol. 74, pp. 1294-1301, Oct. 2010.
    • (2010) J. Arid Environ. , vol.74 , pp. 1294-1301
    • Mbatha, K.R.1    Ward, D.2
  • 20
    • 83955165281 scopus 로고    scopus 로고
    • Stoichiometric response of dominant grasses to fire andmowing in a semi-arid grassland
    • Mar.
    • X. T. Lü, F. M. Lü, L. S. Zhou, X. Han, and X. G. Han, "Stoichiometric response of dominant grasses to fire andmowing in a semi-arid grassland," J. Arid Environ., vol. 78, pp. 154-160, Mar. 2012.
    • (2012) J. Arid Environ. , vol.78 , pp. 154-160
    • Lü, X.T.1    Lü, F.M.2    Zhou, L.S.3    Han, X.4    Han, X.G.5
  • 21
    • 84867659353 scopus 로고    scopus 로고
    • Estimation of grassland biomass and nitrogen using MERIS data
    • S. Ullah et al., "Estimation of grassland biomass and nitrogen using MERIS data," Int. J. Appl. Earth Observation. Geoinf., vol. 19, pp. 196-204, 2012.
    • (2012) Int. J. Appl. Earth Observation. Geoinf. , vol.19 , pp. 196-204
    • Ullah, S.1
  • 22
    • 84902972855 scopus 로고    scopus 로고
    • Assessment of multitemporal, multi-sensor radar and ancillary spatial data for grasslands monitoring in Ireland using machine learning approaches
    • Sep.
    • B. Barrett, I. Nitze, S. Green, and F. Cawkwell, "Assessment of multitemporal, multi-sensor radar and ancillary spatial data for grasslands monitoring in Ireland using machine learning approaches," Remote Sens. Environ., vol. 152, pp. 109-124, Sep. 2014.
    • (2014) Remote Sens. Environ. , vol.152 , pp. 109-124
    • Barrett, B.1    Nitze, I.2    Green, S.3    Cawkwell, F.4
  • 23
    • 84922993215 scopus 로고    scopus 로고
    • Spectroscopic determination of aboveground biomass in grasslands using spectral transformations, support vector machine and partial least squares regression
    • M. Marabel and F. Alvarez-Taboada, "Spectroscopic determination of aboveground biomass in grasslands using spectral transformations, support vector machine and partial least squares regression," Sensors, vol. 13, pp. 10027-10051, 2013.
    • (2013) Sensors , vol.13 , pp. 10027-10051
    • Marabel, M.1    Alvarez-Taboada, F.2
  • 24
    • 77951850694 scopus 로고    scopus 로고
    • Estimation of aboveground biomass using in situ hyperspectral measurements in five major grassland ecosystems on the tibetan plateau
    • M. Shen et al., "Estimation of aboveground biomass using in situ hyperspectral measurements in five major grassland ecosystems on the Tibetan plateau," J. Plant Ecol., vol. 1, pp. 247-257, 2008.
    • (2008) J. Plant Ecol. , vol.1 , pp. 247-257
    • Shen, M.1
  • 25
    • 0041764310 scopus 로고    scopus 로고
    • Hyperspectral identification of grassland vegetation in xilinhot, inner Mongolia, China
    • H. Yamano, J. Chen, and M. Tamura, "Hyperspectral identification of grassland vegetation in Xilinhot, Inner Mongolia, China," Int. J. Remote Sens., vol. 24, pp. 3171-3178, 2003.
    • (2003) Int. J. Remote Sens. , vol.24 , pp. 3171-3178
    • Yamano, H.1    Chen, J.2    Tamura, M.3
  • 26
    • 0037059222 scopus 로고    scopus 로고
    • Optimal landsat TM band combinations and vegetation indices for discrimination of six grassland types in eastern Kansas
    • K. P. Price, X. Guo, and J. M. Stiles, "Optimal Landsat TM band combinations and vegetation indices for discrimination of six grassland types in eastern Kansas," Int. J. Remote Sens., vol. 23, pp. 5031-5042, 2002.
    • (2002) Int. J. Remote Sens. , vol.23 , pp. 5031-5042
    • Price, K.P.1    Guo, X.2    Stiles, J.M.3
  • 27
    • 84907980048 scopus 로고    scopus 로고
    • Assessing rangeland condition in the kalahari duneveld through local ecological knowledge of livestock farmers and remotely sensed data
    • Feb.
    • T. M. Kong, S. E. Marsh, A. F. van Rooyen, K. Kellner, and B. J. Orr, "Assessing rangeland condition in the Kalahari Duneveld through local ecological knowledge of livestock farmers and remotely sensed data," J. Arid Environ., vol. 113, pp. 77-86, Feb. 2015.
    • (2015) J. Arid Environ. , vol.113 , pp. 77-86
    • Kong, T.M.1    Marsh, S.E.2    Van Rooyen, A.F.3    Kellner, K.4    Orr, B.J.5
  • 28
    • 84907966451 scopus 로고    scopus 로고
    • Pan-european grasslandmapping using seasonal statistics from multisensor image time series
    • Aug.
    • E. Zillmann et al., "Pan-European grasslandmapping using seasonal statistics from multisensor image time series," IEEE J. Sel. Topics Appl. Earth Observ., vol. 7, no. 8, pp. 3461-3472, Aug. 2014.
    • (2014) IEEE J. Sel. Topics Appl. Earth Observ. , vol.7 , Issue.8 , pp. 3461-3472
    • Zillmann, E.1
  • 29
    • 84883544681 scopus 로고    scopus 로고
    • Hyperspectral versus multispectral crop-productivity modeling and type discrimination for the HyspIRI mission
    • Dec.
    • I. Mariotto, P. S. Thenkabail, A. Huete, E. T. Slonecker, and A. Platonov, "Hyperspectral versus multispectral crop-productivity modeling and type discrimination for the HyspIRI mission," Remote Sens. Environ., vol. 139, pp. 291-305, Dec. 2013.
    • (2013) Remote Sens. Environ. , vol.139 , pp. 291-305
    • Mariotto, I.1    Thenkabail, P.S.2    Huete, A.3    Slonecker, E.T.4    Platonov, A.5
  • 30
    • 85006707357 scopus 로고    scopus 로고
    • Estimating above-ground biomass on mountain meadows and pastures through remote sensing
    • M. Barrachina, J. Cristóbal, and A. Tulla, "Estimating above-ground biomass on mountain meadows and pastures through remote sensing," Int. J. Appl. Earth Observation Geoinf., vol. 38, pp. 184-192, 2015.
    • (2015) Int. J. Appl. Earth Observation Geoinf. , vol.38 , pp. 184-192
    • Barrachina, M.1    Cristóbal, J.2    Tulla, A.3
  • 31
    • 33646702801 scopus 로고    scopus 로고
    • The potential and challenge of remote sensing-based biomass estimation
    • D. Lu, "The potential and challenge of remote sensing-based biomass estimation," Int. J. Remote Sens., vol. 27, pp. 1297-1328, 2006.
    • (2006) Int. J. Remote Sens. , vol.27 , pp. 1297-1328
    • Lu, D.1
  • 32
    • 84891831978 scopus 로고    scopus 로고
    • Super-resolutionmapping of forestswith bitemporal different spatial resolution images based on the spatial-temporal markov random field
    • Jan.
    • X. Li, Y. Du, and F. Ling, "Super-resolutionmapping of forestswith bitemporal different spatial resolution images based on the spatial-temporal Markov random field," IEEE J. Sel. Topics Appl. Earth Observ., vol. 7, no. 1, pp. 29-39, Jan. 2014.
    • (2014) IEEE J. Sel. Topics Appl. Earth Observ. , vol.7 , Issue.1 , pp. 29-39
    • Li, X.1    Du, Y.2    Ling, F.3
  • 33
    • 84903143000 scopus 로고    scopus 로고
    • Evaluating the impact of rededge band from rapideye image for classifying insect defoliation levels
    • S. Adelabu, O. Mutanga, and E. Adam, "Evaluating the impact of rededge band from Rapideye image for classifying insect defoliation levels," ISPRS J. Photogrammetry Remote Sens., vol. 95, pp. 34-41, 2014.
    • (2014) ISPRS J. Photogrammetry Remote Sens. , vol.95 , pp. 34-41
    • Adelabu, S.1    Mutanga, O.2    Adam, E.3
  • 35
    • 84893373886 scopus 로고    scopus 로고
    • Above ground biomass estimation in an african tropical forest with lidar and hyperspectral data
    • Mar.
    • G. Vaglio Laurin et al., "Above ground biomass estimation in an African tropical forest with Lidar and hyperspectral data," ISPRS J. Photogrammetry Remote Sens., vol. 89, pp. 49-58, Mar. 2014.
    • (2014) ISPRS J. Photogrammetry Remote Sens. , vol.89 , pp. 49-58
    • Vaglio Laurin, G.1
  • 36
    • 68949127055 scopus 로고    scopus 로고
    • Imaging spectroscopy (hyperspectral remote sensing) in southern Africa: An overview
    • O. Mutanga, J. Van Aardt, and L. Kumar, "Imaging spectroscopy (hyperspectral remote sensing) in Southern Africa: An overview," South African J. Sci., vol. 105, pp. 193-198, 2009.
    • (2009) South African J. Sci. , vol.105 , pp. 193-198
    • Mutanga, O.1    Van Aardt, J.2    Kumar, L.3
  • 37
    • 84892990190 scopus 로고    scopus 로고
    • Estimating standing biomass in papyrus (Cyperus papyrus L.) swamp: Exploratory of in situ hyperspectral indices and random forest regression
    • E. Adam, O. Mutanga, E. M. Abdel-Rahman, and R. Ismail, "Estimating standing biomass in papyrus (Cyperus papyrus L.) swamp: Exploratory of in situ hyperspectral indices and random forest regression," Int. J. Remote Sens., vol. 35, pp. 693-714, 2014.
    • (2014) Int. J. Remote Sens. , vol.35 , pp. 693-714
    • Adam, E.1    Mutanga, O.2    Abdel-Rahman, E.M.3    Ismail, R.4
  • 38
    • 84939000749 scopus 로고    scopus 로고
    • Remote sensing of phytoplankton functional types in the coastal ocean from the HyspIRI preparatory flight campaign
    • S. L. Palacios, R. M. Kudela, L. S. Guild, K. H. Negrey, J. Torres-Perez, and J. Broughton, "Remote sensing of phytoplankton functional types in the coastal ocean from the HyspIRI preparatory flight campaign," Remote Sensi. Environ., vol. 167, pp. 269-280, 2015.
    • (2015) Remote Sensi. Environ. , vol.167 , pp. 269-280
    • Palacios, S.L.1    Kudela, R.M.2    Guild, L.S.3    Negrey, K.H.4    Torres-Perez, J.5    Broughton, J.6
  • 39
    • 79960785014 scopus 로고    scopus 로고
    • Evaluation of sentinel-2 red-edge bands for empirical estimation of green LAI and chlorophyll content
    • J. Delegido, J. Verrelst, L. Alonso, and J. Moreno, "Evaluation of sentinel-2 red-edge bands for empirical estimation of green LAI and chlorophyll content," Sensors, vol. 11, pp. 7063-7081, 2011.
    • (2011) Sensors , vol.11 , pp. 7063-7081
    • Delegido, J.1    Verrelst, J.2    Alonso, L.3    Moreno, J.4
  • 40
    • 79957590267 scopus 로고    scopus 로고
    • LAI assessment of wheat and potato crops by VENμS and sentinel-2 bands
    • I. Herrmann et al., "LAI assessment of wheat and potato crops by VENμS and Sentinel-2 bands," Remote Sens. Environ., vol. 115, pp. 2141-2151, 2011.
    • (2011) Remote Sens. Environ. , vol.115 , pp. 2141-2151
    • Herrmann, I.1
  • 42
    • 84896818071 scopus 로고    scopus 로고
    • Landsat-8: Science and product vision for terrestrial global change research
    • D. P. Roy et al., "Landsat-8: Science and product vision for terrestrial global change research," Remote Sens. Environ., vol. 145, pp. 154-172, 2014.
    • (2014) Remote Sens. Environ. , vol.145 , pp. 154-172
    • Roy, D.P.1
  • 43
    • 84935033969 scopus 로고    scopus 로고
    • Investigating the robustness of the new landsat-8Operational land imager derived texturemetrics in estimating plantation forest aboveground biomass in resource constrained areas
    • Oct.
    • T. Dube and O. Mutanga, "Investigating the robustness of the new Landsat-8Operational Land Imager derived texturemetrics in estimating plantation forest aboveground biomass in resource constrained areas," ISPRS J. Photogrammetry Remote Sens., vol. 108, pp. 12-32, Oct. 2015.
    • (2015) ISPRS J. Photogrammetry Remote Sens. , vol.108 , pp. 12-32
    • Dube, T.1    Mutanga, O.2
  • 44
    • 80052616754 scopus 로고    scopus 로고
    • Effect of reduced spatial resolution on mineral mapping using imaging spectrometry-examples using hyperspectral infrared imager (HyspIRI)-simulated data
    • F. A. Kruse et al., "Effect of reduced spatial resolution on mineral mapping using imaging spectrometry-Examples using hyperspectral infrared imager (HyspIRI)-simulated data," Remote Sens., vol. 3, pp. 1584-1602, 2011.
    • (2011) Remote Sens. , vol.3 , pp. 1584-1602
    • Kruse, F.A.1
  • 45
    • 84855449469 scopus 로고    scopus 로고
    • Synergies between VSWIR and TIR data for the urban environment: An evaluation of the potential for the hyperspectral infrared imager (HyspIRI) decadal survey mission
    • D. A. Roberts, D. A. Quattrochi, G. C. Hulley, S. J. Hook, and R.O. Green, "Synergies between VSWIR and TIR data for the urban environment: An evaluation of the potential for the hyperspectral infrared imager (HyspIRI) decadal survey mission," Remote Sens. Environ., vol. 117, pp. 83-101, 2012.
    • (2012) Remote Sens. Environ. , vol.117 , pp. 83-101
    • Roberts, D.A.1    Quattrochi, D.A.2    Hulley, G.C.3    Hook, S.J.4    Green, R.O.5
  • 46
    • 84947460638 scopus 로고    scopus 로고
    • Exploring the potential of in situ hyperspectral data and multivariate techniques in discriminating different fertilizer treatments in grasslands
    • M. Sibanda, O. Mutanga, M. Rouget, and J. Odindi, "Exploring the potential of in situ hyperspectral data and multivariate techniques in discriminating different fertilizer treatments in grasslands," J. Appl. Remote Sens., vol. 9, pp. 096033-1-096033-19, 2015.
    • (2015) J. Appl. Remote Sens. , vol.9 , pp. 1-19
    • Sibanda, M.1    Mutanga, O.2    Rouget, M.3    Odindi, J.4
  • 47
    • 2542592502 scopus 로고    scopus 로고
    • Effect of burning and mowing on grass and forb diversity in a long-term grassland experiment
    • W. S. F. Richard, C. D. Morris, and T. J. Edwards, "Effect of Burning and mowing on grass and forb diversity in a long-term grassland experiment," Appl. Vegetation Sci., vol. 7, pp. 1-10, 2004.
    • (2004) Appl. Vegetation Sci. , vol.7 , pp. 1-10
    • Richard, W.S.F.1    Morris, C.D.2    Edwards, T.J.3
  • 48
    • 0005172965 scopus 로고    scopus 로고
    • The ukulinga long-term grassland trials: Reaping the fruits of meticulous, patient research
    • C. Morris and R. Fynn, "The Ukulinga long-term grassland trials: Reaping the fruits of meticulous, patient research," Bull. Grassland Soc. Southern Africa, vol. 11, pp. 7-22, 2001.
    • (2001) Bull. Grassland Soc. Southern Africa , vol.11 , pp. 7-22
    • Morris, C.1    Fynn, R.2
  • 49
    • 77950371432 scopus 로고    scopus 로고
    • Predicting plant water content in eucalyptus grandis forest stands in kwa Zulu-natal, South Africa using field spectra resampled to the sumbandila satellite sensor
    • Jun.
    • Z. Oumar and O. Mutanga, "Predicting plant water content in eucalyptus Grandis forest stands in Kwa Zulu-Natal, South Africa using field spectra resampled to the Sumbandila satellite sensor," Int. J. Appl. Earth Observation Geoinf., vol. 12, pp. 158-164, Jun. 2010.
    • (2010) Int. J. Appl. Earth Observation Geoinf. , vol.12 , pp. 158-164
    • Oumar, Z.1    Mutanga, O.2
  • 50
    • 0036259365 scopus 로고    scopus 로고
    • Deriving green crop area index and canopy chlorophyll density of winter wheat from spectral reflectance data
    • N. H. Broge and J. V. Mortensen, "Deriving green crop area index and canopy chlorophyll density of winter wheat from spectral reflectance data," Remote Sens. Environ., vol. 81, pp. 45-57, 2002.
    • (2002) Remote Sens. Environ. , vol.81 , pp. 45-57
    • Broge, N.H.1    Mortensen, J.V.2
  • 51
    • 82155171319 scopus 로고    scopus 로고
    • Discriminating the papyrus vegetation (Cyperus papyrus L.) and its co-existent species using random forest and hyperspectral data resampled to HYMAP
    • E. Adam, O. Mutanga, D. Rugege, and R. Ismail, "Discriminating the papyrus vegetation (Cyperus papyrus L.) and its co-existent species using random forest and hyperspectral data resampled to HYMAP," Int. J. Remote Sens., vol. 33, pp. 552-569, 2012.
    • (2012) Int. J. Remote Sens. , vol.33 , pp. 552-569
    • Adam, E.1    Mutanga, O.2    Rugege, D.3    Ismail, R.4
  • 52
    • 84860222532 scopus 로고    scopus 로고
    • Discriminating indicator grass species for rangeland degradation assessment using hyperspectral data resampled to AISA eagle resolution
    • Jun.
    • K. Mansour, O. Mutanga, T. Everson, and E. Adam, "Discriminating indicator grass species for rangeland degradation assessment using hyperspectral data resampled to AISA Eagle resolution," ISPRS J. Photogrammetry. Remote Sens., vol. 70, pp. 56-65, Jun. 2012.
    • (2012) ISPRS J. Photogrammetry. Remote Sens. , vol.70 , pp. 56-65
    • Mansour, K.1    Mutanga, O.2    Everson, T.3    Adam, E.4
  • 53
    • 84901839275 scopus 로고    scopus 로고
    • A comparison of partial least squares (PLS) and sparse PLS regressions for predicting yield of swiss chard grown under different irrigationwater sources using hyperspectral data
    • E. M. Abdel-Rahman et al., "A comparison of partial least squares (PLS) and sparse PLS regressions for predicting yield of Swiss chard grown under different irrigationwater sources using hyperspectral data," Comput. Electron. Agriculture, vol. 106, pp. 11-19, 2014.
    • (2014) Comput. Electron. Agriculture , vol.106 , pp. 11-19
    • Abdel-Rahman, E.M.1
  • 54
    • 84926224628 scopus 로고    scopus 로고
    • Predicting C3 and C4 grass nutrient variability using in situ canopy reflectance and partial least squares regression
    • C. Adjorlolo, O. Mutanga, and M. A. Cho, "Predicting C3 and C4 grass nutrient variability using in situ canopy reflectance and partial least squares regression," Int. J. Remote Sens., vol. 36, pp. 1743-1761, 2015.
    • (2015) Int. J. Remote Sens. , vol.36 , pp. 1743-1761
    • Adjorlolo, C.1    Mutanga, O.2    Cho, M.A.3
  • 55
    • 84920656982 scopus 로고    scopus 로고
    • Evaluating the robustness of models developed from field spectral data in predicting african grass foliar nitrogen concentration using world view-2 image as an independent test dataset
    • Feb.
    • O. Mutanga, E. Adam, C. Adjorlolo, and E. M. Abdel-Rahman, "Evaluating the robustness of models developed from field spectral data in predicting African grass foliar nitrogen concentration using World View-2 image as an independent test dataset," Int. J. Appl. Earth Observation Geoinf., vol. 34, pp. 178-187, Feb. 2015.
    • (2015) Int. J. Appl. Earth Observation Geoinf. , vol.34 , pp. 178-187
    • Mutanga, O.1    Adam, E.2    Adjorlolo, C.3    Abdel-Rahman, E.M.4
  • 56
    • 85027451179 scopus 로고    scopus 로고
    • Delivering the copernicus land monitoring service, production of the CORINE land cover map in the UK. A forward looking perspective to the sentinel-2 mission
    • presented at the, Vienna, Australia
    • B. Cole, H. Balzter, G. Smith, D. Morton, and S. King, "Delivering the Copernicus land monitoring service, production of the CORINE Land Cover Map in the UK. A forward looking perspective to the Sentinel-2 mission," presented at the EGU General Assembly Conf. Abstracts, Vienna, Australia, 2014.
    • (2014) EGU General Assembly Conf. Abstracts
    • Cole, B.1    Balzter, H.2    Smith, G.3    Morton, D.4    King, S.5
  • 57
    • 84919820421 scopus 로고    scopus 로고
    • Evaluating the utility of the medium-spatial resolution landsat 8 multispectral sensor in quantifying aboveground biomass in uMgeni catchment, South Africa
    • T. Dube and O. Mutanga, "Evaluating the utility of the medium-spatial resolution Landsat 8 multispectral sensor in quantifying aboveground biomass in uMgeni catchment, South Africa," ISPRS J. Photogrammetry Remote Sens., vol. 101, pp. 36-46, 2015.
    • (2015) ISPRS J. Photogrammetry Remote Sens. , vol.101 , pp. 36-46
    • Dube, T.1    Mutanga, O.2
  • 58
    • 84891835408 scopus 로고    scopus 로고
    • Spectral discrimination of insect defoliation levels in mopane woodland using hyperspectral data
    • Jan.
    • S. Adelabu, O. Mutanga, E. Adam, and R. Sebego, "Spectral discrimination of insect defoliation levels in mopane woodland using hyperspectral data," IEEE J. Sel. Topics Appl. Earth Observ., vol. 7, no. 1, pp. 177-186, Jan. 2014.
    • (2014) IEEE J. Sel. Topics Appl. Earth Observ. , vol.7 , Issue.1 , pp. 177-186
    • Adelabu, S.1    Mutanga, O.2    Adam, E.3    Sebego, R.4
  • 59
    • 70350618328 scopus 로고    scopus 로고
    • Spectral discrimination of papyrus vegetation (Cyperus papyrus L) in swamp wetlands using field spectrometry
    • E. Adam and O. Mutanga, "Spectral discrimination of papyrus vegetation (Cyperus papyrus L) in swamp wetlands using field spectrometry," ISPRS J. Photogrammetry. Remote Sens., vol. 64, pp. 612-620, 2009.
    • (2009) ISPRS J. Photogrammetry. Remote Sens. , vol.64 , pp. 612-620
    • Adam, E.1    Mutanga, O.2
  • 61
    • 79956324768 scopus 로고    scopus 로고
    • Death to kappa: Birth of quantity disagreement and allocation disagreement for accuracy assessment
    • R. G. Pontius, Jr., and M. Millones, "Death to Kappa: Birth of quantity disagreement and allocation disagreement for accuracy assessment," Int. J. Remote Sens., vol. 32, pp. 4407-4429, 2011.
    • (2011) Int. J. Remote Sens. , vol.32 , pp. 4407-4429
    • Pontius, R.G.1    Millones, M.2
  • 62
    • 33745115697 scopus 로고    scopus 로고
    • Comparing accuracy assessments to infer superiority of image classification methods
    • J. de Leeuw et al., "Comparing accuracy assessments to infer superiority of image classification methods," Int. J. Remote Sens., vol. 27, pp. 223-232, 2006.
    • (2006) Int. J. Remote Sens. , vol.27 , pp. 223-232
    • De Leeuw, J.1
  • 63
    • 71249087746 scopus 로고    scopus 로고
    • Improving the accuracy of land use and land cover classification of landsat data using post-classification enhancement
    • R. Manandhar, I. Odeh, and T. Ancev, "Improving the accuracy of land use and land cover classification of Landsat data using post-classification enhancement," Remote Sens., vol. 1, pp. 330-344, 2009.
    • (2009) Remote Sens. , vol.1 , pp. 330-344
    • Manandhar, R.1    Odeh, I.2    Ancev, T.3
  • 64
    • 84888060130 scopus 로고    scopus 로고
    • Estimation of the seasonal leaf area index in an alluvial forest using high-resolution satellite-based vegetation indices
    • A. Tillack, A. Clasen, B. Kleinschmit, and M. Förster, "Estimation of the seasonal leaf area index in an alluvial forest using high-resolution satellite-based vegetation indices," Remote Sens. Environ., vol. 141, pp. 52-63, 2014.
    • (2014) Remote Sens. Environ. , vol.141 , pp. 52-63
    • Tillack, A.1    Clasen, A.2    Kleinschmit, B.3    Förster, M.4
  • 65
    • 84939454114 scopus 로고    scopus 로고
    • Combining UAV-based plant height from crop surface models, visible, and near infrared vegetation indices for biomass monitoring in barley
    • Jul.
    • J. Bendig et al., "Combining UAV-based plant height from crop surface models, visible, and near infrared vegetation indices for biomass monitoring in barley," Int. J. Appl. Earth Observation Geoinf., vol. 39, pp. 79-87, Jul. 2015.
    • (2015) Int. J. Appl. Earth Observation Geoinf. , vol.39 , pp. 79-87
    • Bendig, J.1
  • 66
    • 5444267906 scopus 로고    scopus 로고
    • Narrow band vegetation indices overcome the saturation problem in biomass estimation
    • O. Mutanga and A. K. Skidmore, "Narrow band vegetation indices overcome the saturation problem in biomass estimation," Int. J. Remote Sens., vol. 25, pp. 3999-4014, 2004.
    • (2004) Int. J. Remote Sens. , vol.25 , pp. 3999-4014
    • Mutanga, O.1    Skidmore, A.K.2
  • 67
    • 84938972569 scopus 로고    scopus 로고
    • Remote sensing of foliar nitrogen in cultivated grasslands of human dominated landscapes
    • P. A. Pellissier, S. V. Ollinger, L. C. Lepine, M. W. Palace, and W. H. McDowell, "Remote sensing of foliar nitrogen in cultivated grasslands of human dominated landscapes," Remote Sens. Environ., vol. 167, pp. 88-97, 2015.
    • (2015) Remote Sens. Environ. , vol.167 , pp. 88-97
    • Pellissier, P.A.1    Ollinger, S.V.2    Lepine, L.C.3    Palace, M.W.4    McDowell, W.H.5
  • 68
    • 0142103322 scopus 로고    scopus 로고
    • Rangeland monitoring using remote sensing
    • D. T. Booth and P. T. Tueller, "Rangeland monitoring using remote sensing," Arid Land Res. Manage., vol. 17, pp. 455-467, 2003.
    • (2003) Arid Land Res. Manage , vol.17 , pp. 455-467
    • Booth, D.T.1    Tueller, P.T.2
  • 70
    • 84929462188 scopus 로고    scopus 로고
    • Algorithms for estimating green leaf area index in C3 and C4 crops for MODIS, landsat TM/ETM+, MERIS, sentinel MSI/OLCI, and venμs sensors
    • A. L. Nguy-Robertson and A. A. Gitelson, "Algorithms for estimating green leaf area index in C3 and C4 crops for MODIS, Landsat TM/ETM+, MERIS, Sentinel MSI/OLCI, and Venμs sensors," Remote Sens. Lett., vol. 6, pp. 360-369, 2015.
    • (2015) Remote Sens. Lett. , vol.6 , pp. 360-369
    • Nguy-Robertson, A.L.1    Gitelson, A.A.2
  • 71
    • 0242667575 scopus 로고    scopus 로고
    • Grasslands discriminant analysis using landsat TM single and multitemporal data
    • X. Guo, K. P. Price, and J. Stiles, "Grasslands discriminant analysis using Landsat TM single and multitemporal data," Photogrammetric Eng. Remote Sens., vol. 69, pp. 1255-1262, 2003.
    • (2003) Photogrammetric Eng. Remote Sens. , vol.69 , pp. 1255-1262
    • Guo, X.1    Price, K.P.2    Stiles, J.3
  • 72
    • 84877902845 scopus 로고    scopus 로고
    • Selection of hyperspectral narrowbands (HNBs) and composition of hyperspectral twoband vegetation indices (HVIs) for biophysical characterization and discrimination of crop types using field reflectance and hyperion/EO-1 data
    • Apr.
    • P. S. Thenkabail et al., "Selection of hyperspectral narrowbands (HNBs) and composition of hyperspectral twoband vegetation indices (HVIs) for biophysical characterization and discrimination of crop types using field reflectance and hyperion/EO-1 data," IEEE J. Sel. Topics Appl. Earth Observ., vol. 6, no. 2, pp. 427-439, Apr. 2013.
    • (2013) IEEE J. Sel. Topics Appl. Earth Observ. , vol.6 , Issue.2 , pp. 427-439
    • Thenkabail, P.S.1
  • 73
    • 0003032927 scopus 로고
    • Exploring the relationship between reflectance red edge and chlorophyll content in slash pine
    • P. J. Curran, J. L. Dungan, and H. L. Gholz, "Exploring the relationship between reflectance red edge and chlorophyll content in slash pine," Tree Physiol., vol. 7, pp. 33-48, 1990.
    • (1990) Tree Physiol. , vol.7 , pp. 33-48
    • Curran, P.J.1    Dungan, J.L.2    Gholz, H.L.3
  • 74
    • 10844226641 scopus 로고    scopus 로고
    • The MERIS terrestrial chlorophyll index
    • J. Dash and P. Curran, "The MERIS terrestrial chlorophyll index," Int. J. Remote Sens., vol. 25, pp. 5403-5413, 2004.
    • (2004) Int. J. Remote Sens. , vol.25 , pp. 5403-5413
    • Dash, J.1    Curran, P.2
  • 75
    • 0028166734 scopus 로고
    • The red edge position and shape as indicators of plant chlorophyll content, biomass and hydric status
    • I. Filella and J. Penuelas, "The red edge position and shape as indicators of plant chlorophyll content, biomass and hydric status," Int. J. Remote Sens., vol. 15, pp. 1459-1470, 1994.
    • (1994) Int. J. Remote Sens. , vol.15 , pp. 1459-1470
    • Filella, I.1    Penuelas, J.2
  • 76
    • 70449397629 scopus 로고    scopus 로고
    • PRI assessment of long-term changes in carotenoids/chlorophyll ratio and short-term changes in de-epoxidation state of the xanthophyll cycle
    • I. Filella, A. Porcar-Castell, S. Munné-Bosch, J. Bäck, M. Garbulsky, and J. Peñuelas, "PRI assessment of long-term changes in carotenoids/chlorophyll ratio and short-term changes in de-epoxidation state of the xanthophyll cycle," Int. J. Remote Sens., vol. 30, pp. 4443-4455, 2009.
    • (2009) Int. J. Remote Sens. , vol.30 , pp. 4443-4455
    • Filella, I.1    Porcar-Castell, A.2    Munné-Bosch, S.3    Bäck, J.4    Garbulsky, M.5    Peñuelas, J.6
  • 77
    • 84946846551 scopus 로고    scopus 로고
    • Examining the potential of sentinel -2 MSI spectral resolutions in quantifying above ground biomass across different fertilizer treatments
    • M. Sibanda, O. Mutanga, and M. Rouget, "Examining the potential of Sentinel -2 MSI spectral resolutions in quantifying above ground biomass across different fertilizer treatments," ISPRS J. Photogrammetry Remote Sens., 110, pp. 55-65, 2015.
    • (2015) ISPRS J. Photogrammetry Remote Sens. , vol.110 , pp. 55-65
    • Sibanda, M.1    Mutanga, O.2    Rouget, M.3
  • 78
    • 34247531315 scopus 로고    scopus 로고
    • Red edge shift and biochemical content in grass canopies
    • O. Mutanga and A. K. Skidmore, "Red edge shift and biochemical content in grass canopies," ISPRS J. Photogrammetry Remote Sens., vol. 62, pp. 34-42, 2007.
    • (2007) ISPRS J. Photogrammetry Remote Sens. , vol.62 , pp. 34-42
    • Mutanga, O.1    Skidmore, A.K.2
  • 79
    • 33745968936 scopus 로고    scopus 로고
    • Parent material and fire as principle drivers of foliage quality in woody plants
    • J. G. Ferwerda et al., "Parent material and fire as principle drivers of foliage quality in woody plants," Forest Ecol. Manage., vol. 231, pp. 178-183, 2006.
    • (2006) Forest Ecol. Manage , vol.231 , pp. 178-183
    • Ferwerda, J.G.1
  • 80
    • 79953173545 scopus 로고    scopus 로고
    • Dry season mapping of savanna forage quality, using the hyperspectral carnegie airborne observatory sensor
    • N. M. Knox et al., "Dry season mapping of savanna forage quality, using the hyperspectral Carnegie airborne observatory sensor," Remote Sens. Environ., vol. 115, pp. 1478-1488, 2011.
    • (2011) Remote Sens. Environ. , vol.115 , pp. 1478-1488
    • Knox, N.M.1
  • 81
    • 33744771976 scopus 로고    scopus 로고
    • Subpixel analysis of landsat ETM+using self-organizing map (SOM) neural networks for urban land cover characterization
    • Jun.
    • L. Sangbum and R.G. Lathrop, "Subpixel analysis of Landsat ETM+using self-organizing map (SOM) neural networks for urban land cover characterization," IEEE Trans. Geosci. Remote Sens, vol. 44, no. 6, pp. 1642-1654, Jun. 2006.
    • (2006) IEEE Trans. Geosci. Remote Sens , vol.44 , Issue.6 , pp. 1642-1654
    • Sangbum, L.1    Lathrop, R.G.2
  • 82
    • 84875384376 scopus 로고    scopus 로고
    • Interacting effects of fertilization, mowing and grazing on plant species diversity of 1500 grasslands in Germany differ between regions
    • Mar.
    • S. A. Socher et al., "Interacting effects of fertilization, mowing and grazing on plant species diversity of 1500 grasslands in Germany differ between regions," Basic Appl. Ecol., vol. 14, pp. 126-136, Mar. 2013.
    • (2013) Basic Appl. Ecol. , vol.14 , pp. 126-136
    • Socher, S.A.1
  • 83
    • 84899768406 scopus 로고    scopus 로고
    • Evaluation of sensor types and environmental controls on mapping biomass of coastal marsh emergent vegetation
    • Jun.
    • K. B. Byrd, J. L. O'Connell, S. Di Tommaso, and M. Kelly, "Evaluation of sensor types and environmental controls on mapping biomass of coastal marsh emergent vegetation," Remote Sens. Environ., vol. 149, pp. 166-180, Jun. 2014.
    • (2014) Remote Sens. Environ. , vol.149 , pp. 166-180
    • Byrd, K.B.1    O'Connell, J.L.2    Di Tommaso, S.3    Kelly, M.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.