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Volumn 9, Issue 1, 2017, Pages

Estimating biomass of native grass grown under complex management treatments using worldview-3 spectral derivatives

Author keywords

Estimation accuracy; Grass biomass; SPLSR; Vegetation indices

Indexed keywords

BIOMASS; FORECASTING; FORESTRY; LEAST SQUARES APPROXIMATIONS; MEAN SQUARE ERROR;

EID: 85010660456     PISSN: None     EISSN: 20724292     Source Type: Journal    
DOI: 10.3390/rs9010055     Document Type: Article
Times cited : (56)

References (75)
  • 1
    • 84998907295 scopus 로고    scopus 로고
    • Review of the use of remote sensing for biomass estimation to support renewable energy generation
    • Kumar, L.; Sinha, P.; Taylor, S.; Alqurashi, A.F. Review of the use of remote sensing for biomass estimation to support renewable energy generation. J. Appl. Remote Sens. 2015, 9, 097696.
    • (2015) J. Appl. Remote Sens , vol.9 , pp. 097696
    • Kumar, L.1    Sinha, P.2    Taylor, S.3    Alqurashi, A.F.4
  • 3
    • 84868007823 scopus 로고    scopus 로고
    • The role of grasslands in food security and climate change
    • O'Mara, F.P. The role of grasslands in food security and climate change. Ann. Bot. 2012, 110, 1263-1270.
    • (2012) Ann. Bot , vol.110 , pp. 1263-1270
    • O'Mara, F.P.1
  • 4
    • 84960258800 scopus 로고    scopus 로고
    • Grassland degradation and restoration: A conceptual framework of stages and thresholds illustrated by southern Brazilian grasslands
    • Andrade, B.O.; Koch, C.; Boldrini, Vélez-Martin E.; Hasenack, H.; Hermann, J.-M.; Kollmann, J.; Pillar, V.D.; Overbeck, G.E. Grassland degradation and restoration: A conceptual framework of stages and thresholds illustrated by southern Brazilian grasslands. Nat. Conserv. 2015, 13, 95-104.
    • (2015) Nat. Conserv , vol.13 , pp. 95-104
    • Andrade, B.O.1    Koch, C.2    Boldrini, V.-M.E.3    Hasenack, H.4    Hermann, J.-M.5    Kollmann, J.6    Pillar, V.D.7    Overbeck, G.E.8
  • 5
    • 0035065678 scopus 로고    scopus 로고
    • Grassland management and conversion into grassland: Effects on soil carbon
    • Conant, R.T.; Paustian, K.; Elliott, E.T. Grassland management and conversion into grassland: Effects on soil carbon. Ecol. Appl. 2001, 11, 343-355.
    • (2001) Ecol. Appl , vol.11 , pp. 343-355
    • Conant, R.T.1    Paustian, K.2    Elliott, E.T.3
  • 6
    • 84919326472 scopus 로고    scopus 로고
    • Aboveground biomass mapping of African forest mosaics using canopy texture analysis: Toward a regional approach
    • Bastin, J.-F.; Barbier, N.; Couteron, P.; Adams, B.; Shapiro, A.; Bogaert, J.; De Cannière, C. Aboveground biomass mapping of African forest mosaics using canopy texture analysis: Toward a regional approach. Ecol. Appl. 2014, 24, 1984-2001.
    • (2014) Ecol. Appl , vol.24 , pp. 1984-2001
    • Bastin, J.-F.1    Barbier, N.2    Couteron, P.3    Adams, B.4    Shapiro, A.5    Bogaert, J.6    De Cannière, C.7
  • 7
    • 79960729748 scopus 로고    scopus 로고
    • Improved forest biomass estimates using ALOS AVNIR-2 texture indices
    • Sarker, L.R.; Nichol, J.E. Improved forest biomass estimates using ALOS AVNIR-2 texture indices. Remote Sens. Environ. 2011, 115, 968-977.
    • (2011) Remote Sens. Environ , vol.115 , pp. 968-977
    • Sarker, L.R.1    Nichol, J.E.2
  • 8
  • 9
    • 33646702801 scopus 로고    scopus 로고
    • The potential and challenge of remote sensing-based biomass estimation
    • Lu, D. The potential and challenge of remote sensing-based biomass estimation. Int. J. Remote Sens. 2006, 27, 1297-1328.
    • (2006) Int. J. Remote Sens , vol.27 , pp. 1297-1328
    • Lu, D.1
  • 10
    • 84962613569 scopus 로고    scopus 로고
    • Mapping Aboveground Biomass using Texture Indices from Aerial Photos in a Temperate Forest of Northeastern China
    • Meng, S.; Pang, Y.; Zhang, Z.; Jia, W.; Li, Z. Mapping Aboveground Biomass using Texture Indices from Aerial Photos in a Temperate Forest of Northeastern China. Remote Sens. 2016, 8, 230.
    • (2016) Remote Sens , vol.8 , pp. 230
    • Meng, S.1    Pang, Y.2    Zhang, Z.3    Jia, W.4    Li, Z.5
  • 11
    • 84958521192 scopus 로고    scopus 로고
    • Quantifying aboveground biomass in African environments: A review of the trade-offs between sensor estimation accuracy and costs
    • Timothy, D.; Onisimo, M.; Riyad, I. Quantifying aboveground biomass in African environments: A review of the trade-offs between sensor estimation accuracy and costs. Trop. Ecol. 2016, 57, 393-405.
    • (2016) Trop. Ecol , vol.57 , pp. 393-405
    • Timothy, D.1    Onisimo, M.2    Riyad, I.3
  • 13
    • 0035003699 scopus 로고    scopus 로고
    • A multivariate analysis of biophysical parameters of tallgrass prairie among land management practices and years
    • Griffith, J.A.; Price, K.P.; Martinko, E.A. A multivariate analysis of biophysical parameters of tallgrass prairie among land management practices and years. Environ. Monit. Assess. 2001, 68, 249-271.
    • (2001) Environ. Monit. Assess , vol.68 , pp. 249-271
    • Griffith, J.A.1    Price, K.P.2    Martinko, E.A.3
  • 14
    • 66149165735 scopus 로고    scopus 로고
    • A comparison of two models with Landsat data for estimating above ground grassland biomass in Inner Mongolia, China
    • Xie, Y.; Sha, Z.; Yu, M.; Bai, Y.; Zhang, L. A comparison of two models with Landsat data for estimating above ground grassland biomass in Inner Mongolia, China. Ecol. Model. 2009, 220, 1810-1818.
    • (2009) Ecol. Model , vol.220 , pp. 1810-1818
    • Xie, Y.1    Sha, Z.2    Yu, M.3    Bai, Y.4    Zhang, L.5
  • 15
    • 0022926549 scopus 로고
    • Separation of soil-plant spectral mixtures by factor analysis
    • Huete, A.R. Separation of soil-plant spectral mixtures by factor analysis. Remote Sens. Environ. 1986, 19, 237-251.
    • (1986) Remote Sens. Environ , vol.19 , pp. 237-251
    • Huete, A.R.1
  • 17
    • 5444267906 scopus 로고    scopus 로고
    • Narrow band vegetation indices overcome the saturation problem in biomass estimation
    • Mutanga, O.; Skidmore, A.K. Narrow band vegetation indices overcome the saturation problem in biomass estimation. Int. J. Remote Sens. 2004, 25, 3999-4014.
    • (2004) Int. J. Remote Sens , vol.25 , pp. 3999-4014
    • Mutanga, O.1    Skidmore, A.K.2
  • 18
    • 79952038910 scopus 로고    scopus 로고
    • Improved biomass estimation using the texture parameters of two high-resolution optical sensors
    • Nichol, J.E.; Sarker, M.L.R. Improved biomass estimation using the texture parameters of two high-resolution optical sensors. IEEE Trans. Geosci. Remote Sens. 2011, 49, 930-948.
    • (2011) IEEE Trans. Geosci. Remote Sens , vol.49 , pp. 930-948
    • Nichol, J.E.1    Sarker, M.L.R.2
  • 19
    • 85010691527 scopus 로고    scopus 로고
    • Assessment of the Contribution of WorldView-2 Strategically Positioned Bands in Bracken fern (Pteridium aquilinum (L.) Kuhn) Mapping
    • Ngubane, Z.; Odindi, J.; Mutanga, O.; Slotow, R. Assessment of the Contribution of WorldView-2 Strategically Positioned Bands in Bracken fern (Pteridium aquilinum (L.) Kuhn) Mapping. S. Afr. J. Geomat. 2014, 3, 210-223.
    • (2014) S. Afr. J. Geomat , vol.3 , pp. 210-223
    • Ngubane, Z.1    Odindi, J.2    Mutanga, O.3    Slotow, R.4
  • 21
    • 84974777892 scopus 로고    scopus 로고
    • Examining Spectral Reflectance Saturation in Landsat Imagery and Corresponding Solutions to Improve Forest Aboveground Biomass Estimation
    • Zhao, P.; Lu, D.; Wang, G.; Wu, C.; Huang, Y.; Yu, S. Examining Spectral Reflectance Saturation in Landsat Imagery and Corresponding Solutions to Improve Forest Aboveground Biomass Estimation. Remote Sens. 2016, 8, 469.
    • (2016) Remote Sens , vol.8 , pp. 469
    • Zhao, P.1    Lu, D.2    Wang, G.3    Wu, C.4    Huang, Y.5    Yu, S.6
  • 22
    • 0035031849 scopus 로고    scopus 로고
    • Comparing prediction power and stability of broadband and hyperspectral vegetation indices for estimation of green leaf area index and canopy chlorophyll density
    • Broge, N.H.; Leblanc, E. Comparing prediction power and stability of broadband and hyperspectral vegetation indices for estimation of green leaf area index and canopy chlorophyll density. Remote Sens. Environ. 2001, 76, 156-172.
    • (2001) Remote Sens. Environ , vol.76 , pp. 156-172
    • Broge, N.H.1    Leblanc, E.2
  • 23
    • 0038575032 scopus 로고    scopus 로고
    • Extraction of red edge optical parameters from Hyperion data for estimation of forest leaf area index
    • Pu, R.; Gong, P.; Biging, G.S.; Larrieu, M.R. Extraction of red edge optical parameters from Hyperion data for estimation of forest leaf area index. IEEE Trans. Geosci. Remote Sens. 2003, 41, 916-921.
    • (2003) IEEE Trans. Geosci. Remote Sens , vol.41 , pp. 916-921
    • Pu, R.1    Gong, P.2    Biging, G.S.3    Larrieu, M.R.4
  • 25
    • 0003032927 scopus 로고
    • Exploring the relationship between reflectance red edge and chlorophyll content in slash pine
    • Curran, P.J.; Dungan, J.L.; Gholz, H.L. Exploring the relationship between reflectance red edge and chlorophyll content in slash pine. Tree Physiol. 1990, 7, 33-48.
    • (1990) Tree Physiol , vol.7 , pp. 33-48
    • Curran, P.J.1    Dungan, J.L.2    Gholz, H.L.3
  • 26
    • 0032084065 scopus 로고    scopus 로고
    • Biophysical and biochemical sources of variability in canopy reflectance
    • Asner, G.P. Biophysical and biochemical sources of variability in canopy reflectance. Remote Sens. Environ. 1998, 64, 234-253.
    • (1998) Remote Sens. Environ , vol.64 , pp. 234-253
    • Asner, G.P.1
  • 27
    • 22744458580 scopus 로고    scopus 로고
    • Aboveground biomass estimation using Landsat TM data in the Brazilian Amazon
    • Lu, D. Aboveground biomass estimation using Landsat TM data in the Brazilian Amazon. Int. J. Remote Sens. 2005, 26, 2509-2525.
    • (2005) Int. J. Remote Sens , vol.26 , pp. 2509-2525
    • Lu, D.1
  • 28
    • 84860520922 scopus 로고    scopus 로고
    • Estimating tropical forest biomass with a combination of SAR image texture and Landsat TM data: An assessment of predictions between regions
    • Cutler, M.; Boyd, D.; Foody, G.; Vetrivel, A. Estimating tropical forest biomass with a combination of SAR image texture and Landsat TM data: An assessment of predictions between regions. ISPRS J. Photogramm. Remote Sens. 2012, 70, 66-77.
    • (2012) ISPRS J. Photogramm. Remote Sens , vol.70 , pp. 66-77
    • Cutler, M.1    Boyd, D.2    Foody, G.3    Vetrivel, A.4
  • 29
    • 84861313046 scopus 로고    scopus 로고
    • Improved forest biomass and carbon estimations using texture measures from WorldView-2 satellite data
    • Eckert, S. Improved forest biomass and carbon estimations using texture measures from WorldView-2 satellite data. Remote Sens. 2012, 4, 810-829.
    • (2012) Remote Sens , vol.4 , pp. 810-829
    • Eckert, S.1
  • 30
    • 84935033969 scopus 로고    scopus 로고
    • Investigating the robustness of the new Landsat-8 Operational Land Imager derived texture metrics in estimating plantation forest aboveground biomass in resource constrained areas
    • Dube, T.; Mutanga, O. Investigating the robustness of the new Landsat-8 Operational Land Imager derived texture metrics in estimating plantation forest aboveground biomass in resource constrained areas. ISPRS J. Photogramm. Remote Sens. 2015, 108, 12-32.
    • (2015) ISPRS J. Photogramm. Remote Sens , vol.108 , pp. 12-32
    • Dube, T.1    Mutanga, O.2
  • 32
    • 83455255580 scopus 로고    scopus 로고
    • Predicting forest structural parameters using the image texture derived from WorldView-2 multispectral imagery in a dryland forest, Israel
    • Ozdemir, I.; Karnieli, A. Predicting forest structural parameters using the image texture derived from WorldView-2 multispectral imagery in a dryland forest, Israel. Int. J. Appl. Earth Obs. Geoinf. 2011, 13, 701-710.
    • (2011) Int. J. Appl. Earth Obs. Geoinf , vol.13 , pp. 701-710
    • Ozdemir, I.1    Karnieli, A.2
  • 33
    • 84957900257 scopus 로고    scopus 로고
    • Multispectral and Texture Feature Application in Image-Object Analysis of Summer Vegetation in Eastern Tajikistan Pamirs
    • Salas, E.A.L.; Boykin, K.G.; Valdez, R. Multispectral and Texture Feature Application in Image-Object Analysis of Summer Vegetation in Eastern Tajikistan Pamirs. Remote Sens. 2016, 8, 78.
    • (2016) Remote Sens , vol.8 , pp. 78
    • Salas, E.A.L.1    Boykin, K.G.2    Valdez, R.3
  • 34
    • 17044428583 scopus 로고    scopus 로고
    • Determinants of community organization of a South African mesic grassland
    • Fynn, R.W.; O'Connor, T.G. Determinants of community organization of a South African mesic grassland. J. Veg. Sci. 2005, 16, 93-102.
    • (2005) J. Veg. Sci , vol.16 , pp. 93-102
    • Fynn, R.W.1    O'Connor, T.G.2
  • 35
    • 0005172965 scopus 로고    scopus 로고
    • The Ukulinga long-term grassland trials: Reaping the fruits of meticulous, patient research
    • Morris, C.; Fynn, R. The Ukulinga long-term grassland trials: Reaping the fruits of meticulous, patient research. Bull. Grassl. Soc. South. Afr. 2001, 11, 7-22.
    • (2001) Bull. Grassl. Soc. South. Afr , vol.11 , pp. 7-22
    • Morris, C.1    Fynn, R.2
  • 37
    • 85004010295 scopus 로고    scopus 로고
    • Testing the capabilities of the new WorldView-3 spaceborne sensor's red-edge spectral band in discriminating and mapping complex grassland management treatments
    • Sibanda, M.; Mutanga, O.; Rouget, M. Testing the capabilities of the new WorldView-3 spaceborne sensor's red-edge spectral band in discriminating and mapping complex grassland management treatments. Int. J. Remote Sens. 2017, 38, 1-22.
    • (2017) Int. J. Remote Sens , vol.38 , pp. 1-22
    • Sibanda, M.1    Mutanga, O.2    Rouget, M.3
  • 38
    • 85011274936 scopus 로고    scopus 로고
    • Do Red Edge and Texture Attributes from High-Resolution Satellite Data Improve Wood Volume Estimation in a Semi-Arid Mountainous Region
    • Schumacher, P.; Mislimshoeva, B.; Brenning, A.; Zandler, H.; Brandt, M.; Samimi, C.; Koellner, T. Do Red Edge and Texture Attributes from High-Resolution Satellite Data Improve Wood Volume Estimation in a Semi-Arid Mountainous Region? Remote Sens. 2016, 8, 540.
    • (2016) Remote Sens , vol.8 , pp. 540
    • Schumacher, P.1    Mislimshoeva, B.2    Brenning, A.3    Zandler, H.4    Brandt, M.5    Samimi, C.6    Koellner, T.7
  • 39
    • 17344387949 scopus 로고    scopus 로고
    • Computing geostatistical image texture for remotely sensed data classification
    • Chica-Olmo, M.; Abarca-Hernandez, F. Computing geostatistical image texture for remotely sensed data classification. Comput. Geosci. 2000, 26, 373-383.
    • (2000) Comput. Geosci , vol.26 , pp. 373-383
    • Chica-Olmo, M.1    Abarca-Hernandez, F.2
  • 40
    • 2942752404 scopus 로고    scopus 로고
    • Comparison of IKONOS and QuickBird images for mapping mangrove species on the Caribbean coast of Panama
    • Wang, L.; Sousa, W.P.; Gong, P.; Biging, G.S. Comparison of IKONOS and QuickBird images for mapping mangrove species on the Caribbean coast of Panama. Remote Sens. Environ. 2004, 91, 432-440.
    • (2004) Remote Sens. Environ , vol.91 , pp. 432-440
    • Wang, L.1    Sousa, W.P.2    Gong, P.3    Biging, G.S.4
  • 41
    • 84979518300 scopus 로고    scopus 로고
    • Ability of Landsat-8 OLI derived texture metrics in estimating aboveground carbon stocks of coppice Oak Forests
    • Safari, A.; Sohrabi, H. Ability of Landsat-8 OLI derived texture metrics in estimating aboveground carbon stocks of coppice Oak Forests. ISPRS Int. Arch. Photogramm. Remote Sens. Spat. Inf. Sci. 2016, 751-754.
    • (2016) ISPRS Int. Arch. Photogramm. Remote Sens. Spat. Inf. Sci , pp. 751-754
    • Safari, A.1    Sohrabi, H.2
  • 43
    • 0031205878 scopus 로고    scopus 로고
    • Remote estimation of chlorophyll content in higher plant leaves
    • Gitelson, A.A.; Merzlyak, M.N. Remote estimation of chlorophyll content in higher plant leaves. Int. J. Remote Sens. 1997, 18, 2691-2697.
    • (1997) Int. J. Remote Sens , vol.18 , pp. 2691-2697
    • Gitelson, A.A.1    Merzlyak, M.N.2
  • 45
    • 79952485335 scopus 로고    scopus 로고
    • Mapping and identifying basal stem rot disease in oil palms in North Sumatra with QuickBird imagery
    • Santoso, H.; Gunawan, T.; Jatmiko, R.H.; Darmosarkoro, W.; Minasny, B. Mapping and identifying basal stem rot disease in oil palms in North Sumatra with QuickBird imagery. Precis. Agric. 2011, 12, 233-248.
    • (2011) Precis. Agric , vol.12 , pp. 233-248
    • Santoso, H.1    Gunawan, T.2    Jatmiko, R.H.3    Darmosarkoro, W.4    Minasny, B.5
  • 46
    • 84990803705 scopus 로고
    • A critical review of remote sensing and other methods for non-destructive estimation of standing crop biomass
    • Tucker, C.J. A critical review of remote sensing and other methods for non-destructive estimation of standing crop biomass. Grass Forage Sci. 1980, 35, 177-182.
    • (1980) Grass Forage Sci , vol.35 , pp. 177-182
    • Tucker, C.J.1
  • 47
    • 0024165401 scopus 로고
    • A soil-adjusted vegetation index (SAVI)
    • Huete, A.R. A soil-adjusted vegetation index (SAVI). Remote Sens. Environ. 1988, 25, 295-309.
    • (1988) Remote Sens. Environ , vol.25 , pp. 295-309
    • Huete, A.R.1
  • 48
    • 84978015156 scopus 로고    scopus 로고
    • Predicting Vascular Plant Richness in a Heterogeneous Wetland Using Spectral and Textural Features and a Random Forest Algorithm
    • Cabezas, J.; Galleguillos, M.; Perez-Quezada, J.F. Predicting Vascular Plant Richness in a Heterogeneous Wetland Using Spectral and Textural Features and a Random Forest Algorithm. IEEE Geosci. Remote Sens. Lett. 2016, 13, 646-650.
    • (2016) IEEE Geosci. Remote Sens. Lett , vol.13 , pp. 646-650
    • Cabezas, J.1    Galleguillos, M.2    Perez-Quezada, J.F.3
  • 51
    • 77549083823 scopus 로고    scopus 로고
    • Measuring and predicting canopy nitrogen nutrition in wheat using a spectral index-The canopy chlorophyll content index (CCCI)
    • Fitzgerald, G.; Rodriguez, D.; O'Leary, G. Measuring and predicting canopy nitrogen nutrition in wheat using a spectral index-The canopy chlorophyll content index (CCCI). Field Crop. Res. 2010, 116, 318-324.
    • (2010) Field Crop. Res , vol.116 , pp. 318-324
    • Fitzgerald, G.1    Rodriguez, D.2    O'Leary, G.3
  • 52
    • 0346706430 scopus 로고    scopus 로고
    • Non-destructive and remote sensing techniques for estimation of vegetation status
    • Gitelson, A.A.; Merzlyak, M.; Zur, Y.; Stark, R.; Gritz, U. Non-destructive and remote sensing techniques for estimation of vegetation status. Pap. Nat. Resour. 2001, 273, 205-210.
    • (2001) Pap. Nat. Resour , vol.273 , pp. 205-210
    • Gitelson, A.A.1    Merzlyak, M.2    Zur, Y.3    Stark, R.4    Gritz, U.5
  • 53
    • 84904490457 scopus 로고    scopus 로고
    • Estimates of aboveground biomass from texture analysis of Landsat imagery
    • Kelsey, K.C.; Neff, J.C. Estimates of aboveground biomass from texture analysis of Landsat imagery. Remote Sens. 2014, 6, 6407-6422.
    • (2014) Remote Sens , vol.6 , pp. 6407-6422
    • Kelsey, K.C.1    Neff, J.C.2
  • 54
    • 46349105751 scopus 로고    scopus 로고
    • Analysis of co-occurrence and discrete wavelet transform textures for differentiation of forest and non-forest vegetation in very-high-resolution optical-sensor imagery
    • Ouma, Y.O.; Tetuko, J.; Tateishi, R. Analysis of co-occurrence and discrete wavelet transform textures for differentiation of forest and non-forest vegetation in very-high-resolution optical-sensor imagery. Int. J. Remote Sens. 2008, 29, 3417-3456.
    • (2008) Int. J. Remote Sens , vol.29 , pp. 3417-3456
    • Ouma, Y.O.1    Tetuko, J.2    Tateishi, R.3
  • 55
    • 74049093630 scopus 로고    scopus 로고
    • Sparse partial least squares regression for simultaneous dimension reduction and variable selection
    • Chun, H.; Keles, S. Sparse partial least squares regression for simultaneous dimension reduction and variable selection. J. R. Stat. Soc. Ser. B (Stat. Methodol.) 2010, 72, 3-25.
    • (2010) J. R. Stat. Soc. Ser. B (Stat. Methodol.) , vol.72 , pp. 3-25
    • Chun, H.1    Keles, S.2
  • 56
    • 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 irrigation water sources using hyperspectral data
    • Abdel-Rahman, E.M.; Mutanga, O.; Odindi, J.; Adam, E.; Odindo, A.; Ismail, R. A comparison of partial least squares (PLS) and sparse PLS regressions for predicting yield of Swiss chard grown under different irrigation water sources using hyperspectral data. Comput. Electron. Agric. 2014, 106, 11-19.
    • (2014) Comput. Electron. Agric , vol.106 , pp. 11-19
    • Abdel-Rahman, E.M.1    Mutanga, O.2    Odindi, J.3    Adam, E.4    Odindo, A.5    Ismail, R.6
  • 57
    • 78650877896 scopus 로고    scopus 로고
    • Simulated impact of sample plot size and co-registration error on the accuracy and uncertainty of LiDAR-derived estimates of forest stand biomass
    • Frazer, G.W.; Magnussen, S.; Wulder, M.A.; Niemann, K.O. Simulated impact of sample plot size and co-registration error on the accuracy and uncertainty of LiDAR-derived estimates of forest stand biomass. Remote Sens. Environ. 2011, 115, 636-649.
    • (2011) Remote Sens. Environ , vol.115 , pp. 636-649
    • Frazer, G.W.1    Magnussen, S.2    Wulder, M.A.3    Niemann, K.O.4
  • 58
  • 59
    • 36248949001 scopus 로고    scopus 로고
    • Estimation of green grass/herb biomass from airborne hyperspectral imagery using spectral indices and partial least squares regression
    • Cho, M.A.; Skidmore, A.; Corsi, F.; van Wieren, S.E.; Sobhan, I. Estimation of green grass/herb biomass from airborne hyperspectral imagery using spectral indices and partial least squares regression. Int. J. Appl. Earth Obs. Geoinf. 2007, 9, 414-424.
    • (2007) Int. J. Appl. Earth Obs. Geoinf , vol.9 , pp. 414-424
    • Cho, M.A.1    Skidmore, A.2    Corsi, F.3    van Wieren, S.E.4    Sobhan, I.5
  • 62
    • 84942693587 scopus 로고    scopus 로고
    • Improved model for estimating the biomass of Populus euphratica forest using the integration of spectral and textural features from the Chinese high-resolution remote sensing satellite GaoFen-1
    • Zhang, L.; Cheng, Q.; Li, C. Improved model for estimating the biomass of Populus euphratica forest using the integration of spectral and textural features from the Chinese high-resolution remote sensing satellite GaoFen-1. J. Appl. Remote Sens. 2015, 9, 096010.
    • (2015) J. Appl. Remote Sens , vol.9 , pp. 096010
    • Zhang, L.1    Cheng, Q.2    Li, C.3
  • 63
    • 85010689532 scopus 로고    scopus 로고
    • Optimal Wavelength Selection on Hyperspectral Data with Fused Lasso for Biomass Estimation of Tropical Rain Forest
    • Takayama, T.; Iwasaki, A. Optimal Wavelength Selection on Hyperspectral Data with Fused Lasso for Biomass Estimation of Tropical Rain Forest. ISPRS Ann. Photogramm. Remote Sens. Spat. Inf. Sci. 2016, III-8, 101-108.
    • (2016) ISPRS Ann. Photogramm. Remote Sens. Spat. Inf. Sci , vol.III-8 , pp. 101-108
    • Takayama, T.1    Iwasaki, A.2
  • 64
    • 84976385226 scopus 로고    scopus 로고
    • Estimation of the stand ages of tropical secondary forests after shifting cultivation based on the combination of WorldView-2 and time-series Landsat images
    • Fujiki, S.; Okada, K.-I.; Nishio, S.; Kitayama, K. Estimation of the stand ages of tropical secondary forests after shifting cultivation based on the combination of WorldView-2 and time-series Landsat images. ISPRS J. Photogramm. Remote Sens. 2016, 119, 280-293.
    • (2016) ISPRS J. Photogramm. Remote Sens , vol.119 , pp. 280-293
    • Fujiki, S.1    Okada, K.-I.2    Nishio, S.3    Kitayama, K.4
  • 65
    • 85010689538 scopus 로고    scopus 로고
    • Quantifying Live Aboveground Biomass and Forest Disturbance of Mountainous Natural and Plantation Forests in Northern Guangdong, China, Based on Multi-Temporal Landsat, PALSAR and Field Plot Data
    • Shen, W.; Li, M.; Huang, C.; Wei, A. Quantifying Live Aboveground Biomass and Forest Disturbance of Mountainous Natural and Plantation Forests in Northern Guangdong, China, Based on Multi-Temporal Landsat, PALSAR and Field Plot Data. Remote Sens. 2016, 8, 595.
    • (2016) Remote Sens , vol.8 , pp. 595
    • Shen, W.1    Li, M.2    Huang, C.3    Wei, A.4
  • 66
    • 33745106412 scopus 로고    scopus 로고
    • Relating SAR image texture to the biomass of regenerating tropical forests
    • Kuplich, T.; Curran, P.J.; Atkinson, P.M. Relating SAR image texture to the biomass of regenerating tropical forests. Int. J. Remote Sens. 2005, 26, 4829-4854.
    • (2005) Int. J. Remote Sens , vol.26 , pp. 4829-4854
    • Kuplich, T.1    Curran, P.J.2    Atkinson, P.M.3
  • 67
    • 0028166734 scopus 로고
    • The red edge position and shape as indicators of plant chlorophyll content, biomass and hydric status
    • Filella, I.; Penuelas, J. The red edge position and shape as indicators of plant chlorophyll content, biomass and hydric status. Int. J. Remote Sens. 1994, 15, 1459-1470.
    • (1994) Int. J. Remote Sens , vol.15 , pp. 1459-1470
    • Filella, I.1    Penuelas, J.2
  • 68
    • 84946846551 scopus 로고    scopus 로고
    • Examining the potential of Sentinel-2 MSI spectral resolution in quantifying above ground biomass across different fertilizer treatments
    • Sibanda, M.; Mutanga, O.; Rouget, M. Examining the potential of Sentinel-2 MSI spectral resolution in quantifying above ground biomass across different fertilizer treatments. ISPRS J. Photogramm. Remote Sens. 2015, 110, 55-65.
    • (2015) ISPRS J. Photogramm. Remote Sens , vol.110 , pp. 55-65
    • Sibanda, M.1    Mutanga, O.2    Rouget, M.3
  • 69
    • 85027001048 scopus 로고    scopus 로고
    • Discriminating Rangeland Management Practices Using Simulated HyspIRI, Landsat 8 OLI, Sentinel 2 MSI, and VENμS Spectral Data
    • Sibanda, M.; Mutanga, O.; Rouget, M. Discriminating Rangeland Management Practices Using Simulated HyspIRI, Landsat 8 OLI, Sentinel 2 MSI, and VENμS Spectral Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. 2016, 9, 1-13.
    • (2016) IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens , vol.9 , pp. 1-13
    • Sibanda, M.1    Mutanga, O.2    Rouget, M.3
  • 70
    • 84948571214 scopus 로고    scopus 로고
    • Predicting forest carbon stocks from high resolution satellite data in dry forests of Zimbabwe: Exploring the effect of the red-edge band in forest carbon stocks estimation
    • Gara, T.W.; Murwira, A.; Ndaimani, H. Predicting forest carbon stocks from high resolution satellite data in dry forests of Zimbabwe: Exploring the effect of the red-edge band in forest carbon stocks estimation. Geocarto Int. 2016, 31, 176-192.
    • (2016) Geocarto Int , vol.31 , pp. 176-192
    • Gara, T.W.1    Murwira, A.2    Ndaimani, H.3
  • 71
    • 84864512878 scopus 로고    scopus 로고
    • High density biomass estimation for wetland vegetation using WorldView-2 imagery and random forest regression algorithm
    • Mutanga, O.; Adam, E.; Cho, M.A. High density biomass estimation for wetland vegetation using WorldView-2 imagery and random forest regression algorithm. Int. J. Appl. Earth Obs. Geoinf. 2012, 18, 399-406.
    • (2012) Int. J. Appl. Earth Obs. Geoinf , vol.18 , pp. 399-406
    • Mutanga, O.1    Adam, E.2    Cho, M.A.3
  • 72
    • 84888132749 scopus 로고
    • Time of mowing and burning veld: Short term effects on production and tiller development
    • Tainton, N.; Groves, R.; Nash, R. Time of mowing and burning veld: Short term effects on production and tiller development. Proc. Annu. Congr. Grassl. Soc. South. Afr. 1977, 12, 59-64.
    • (1977) Proc. Annu. Congr. Grassl. Soc. South. Afr , vol.12 , pp. 59-64
    • Tainton, N.1    Groves, R.2    Nash, R.3
  • 74
    • 0021532879 scopus 로고
    • The effect of fire on forage production and quality
    • Springer: Berlin/Heidelberg, Germany
    • Mentis, M.; Tainton, N. The effect of fire on forage production and quality. In Ecological Effects of Fire in South African Ecosystems; Springer: Berlin/Heidelberg, Germany, 1984; pp. 245-254.
    • (1984) Ecological Effects of Fire in South African Ecosystems , pp. 245-254
    • Mentis, M.1    Tainton, N.2


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