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Volumn 7, Issue 4, 2015, Pages 4565-4580

Potential of space-borne hyperspectral data for biomass quantification in an arid environment: Advantages and limitations

Author keywords

Arid environment; Biomass; Drylands; Hyperion; Hyperspectral bands; Hyperspectral vegetation indices; Landsat OLI; Spatial transferability

Indexed keywords

ARID REGIONS; FORECASTING; INFRARED RADIATION; VEGETATION;

EID: 84937948335     PISSN: None     EISSN: 20724292     Source Type: Journal    
DOI: 10.3390/rs70404565     Document Type: Article
Times cited : (20)

References (44)
  • 2
    • 0042212752 scopus 로고    scopus 로고
    • Imaging spectroscopy measures desertification in United States and Argentina
    • Asner, G.P.; Green, R. Imaging spectroscopy measures desertification in United States and Argentina. Eos Trans. AGU 2001, 82, 601-606.
    • (2001) Eos Trans. AGU , vol.82 , pp. 601-606
    • Asner, G.P.1    Green, R.2
  • 3
    • 84857941233 scopus 로고    scopus 로고
    • Derivation of biomass information for semi-arid areas using remote-sensing data
    • Eisfelder, C.; Kuenzer, C.; Dech, S. Derivation of biomass information for semi-arid areas using remote-sensing data. Int. J. Remote Sens. 2012, 33, 2937-2984.
    • (2012) Int. J. Remote Sens. , vol.33 , pp. 2937-2984
    • Eisfelder, C.1    Kuenzer, C.2    Dech, S.3
  • 4
    • 84913553500 scopus 로고    scopus 로고
    • Quantifying dwarf shrub biomass in an arid environment: Comparing empirical methods in a high dimensional setting
    • Zandler, H.; Brenning, A.; Samimi, C. Quantifying dwarf shrub biomass in an arid environment: Comparing empirical methods in a high dimensional setting. Remote Sens. Environ. 2015, 158, 140-155.
    • (2015) Remote Sens. Environ. , vol.158 , pp. 140-155
    • Zandler, H.1    Brenning, A.2    Samimi, C.3
  • 5
    • 80052631826 scopus 로고    scopus 로고
    • Mapping biomass and stress in the Sierra Nevada using lidar and hyperspectral data fusion
    • Swatantran, A.; Dubayah, R.; Roberts, D.; Hofton, M.; Blair, J.B. Mapping biomass and stress in the Sierra Nevada using lidar and hyperspectral data fusion. Remote Sens. Environ. 2011, 115, 2917-2930.
    • (2011) Remote Sens. Environ. , vol.115 , pp. 2917-2930
    • Swatantran, A.1    Dubayah, R.2    Roberts, D.3    Hofton, M.4    Blair, J.B.5
  • 6
    • 84987957311 scopus 로고    scopus 로고
    • Estimating fractional shrub cover using simulated EnMAP data: A comparison of three machine learning regression techniques
    • Schwieder, M.; Leitão, P.; Suess, S.; Senf, C.; Hostert, P. Estimating fractional shrub cover using simulated EnMAP data: A comparison of three machine learning regression techniques. Remote Sens. 2014, 6, 3427-3445.
    • (2014) Remote Sens , vol.6 , pp. 3427-3445
    • Schwieder, M.1    Leitão, P.2    Suess, S.3    Senf, C.4    Hostert, P.5
  • 7
    • 2942724627 scopus 로고    scopus 로고
    • Accuracy assessments of hyperspectral waveband performance for vegetation analysis applications
    • Thenkabail, P.S.; Enclona, E.A.; Ashton, M.S.; van der Meer, B. Accuracy assessments of hyperspectral waveband performance for vegetation analysis applications. Remote Sens. Environ. 2004, 91, 354-376.
    • (2004) Remote Sens. Environ. , vol.91 , pp. 354-376
    • Thenkabail, P.S.1    Enclona, E.A.2    Ashton, M.S.3    van der Meer, B.4
  • 8
    • 0035392662 scopus 로고    scopus 로고
    • Discrimination of arid vegetation with airborne multispectral scanner hyperspectral imagery
    • Lewis, M.; Jooste, V.; de Gasparis, A.A. Discrimination of arid vegetation with airborne multispectral scanner hyperspectral imagery. IEEE Trans. Geosci. Remote Sens. 2001, 39, 1471-1479.
    • (2001) IEEE Trans. Geosci. Remote Sens. , vol.39 , pp. 1471-1479
    • Lewis, M.1    Jooste, V.2    de Gasparis, A.A.3
  • 9
    • 0027599528 scopus 로고
    • Detection of trace quantities of green vegetation in 1990 AVIRIS data
    • Elvidge, C.D.; Chen, Z.; Groeneveld, D.P. Detection of trace quantities of green vegetation in 1990 AVIRIS data. Remote Sens. Environ. 1993, 44, 271-279.
    • (1993) Remote Sens. Environ. , vol.44 , pp. 271-279
    • Elvidge, C.D.1    Chen, Z.2    Groeneveld, D.P.3
  • 10
    • 0036323440 scopus 로고    scopus 로고
    • Remote sensing of nitrogen and lignin in Mediterranean vegetation from AVIRIS data: Decomposing biochemical from structural signals
    • Serrano, L.; Penuelas, J.; Ustin, S.L. Remote sensing of nitrogen and lignin in Mediterranean vegetation from AVIRIS data: Decomposing biochemical from structural signals. Remote Sens. Environ. 2002, 81, 355-364.
    • (2002) Remote Sens. Environ. , vol.81 , pp. 355-364
    • Serrano, L.1    Penuelas, J.2    Ustin, S.L.3
  • 11
    • 84860389247 scopus 로고    scopus 로고
    • Mapping bush encroaching species by seasonal differences in hyperspectral imagery
    • Oldeland, J.; Dorigo, W.; Wesuls, D.; Jürgens, N. Mapping bush encroaching species by seasonal differences in hyperspectral imagery. Remote Sens. 2010, 2, 1416-1438.
    • (2010) Remote Sens , vol.2 , pp. 1416-1438
    • Oldeland, J.1    Dorigo, W.2    Wesuls, D.3    Jürgens, N.4
  • 12
    • 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
    • Thenkabail, P.S.; Mariotto, I.; Gumma, M.K.; Middleton, E.M.; Landis, D.R.; Huemmrich, K.F. 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. Top. Appl. Earth Obs. Remote Sens. 2013, 6, 427-439.
    • (2013) IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. , vol.6 , pp. 427-439
    • Thenkabail, P.S.1    Mariotto, I.2    Gumma, M.K.3    Middleton, E.M.4    Landis, D.R.5    Huemmrich, K.F.6
  • 13
    • 0034306947 scopus 로고    scopus 로고
    • Impact of tissue, canopy, and landscape factors on the hyperspectral reflectance variability of arid ecosystems
    • Asner, G.P.; Wessman, C.A.; Bateson, C.; Privette, J.L. Impact of tissue, canopy, and landscape factors on the hyperspectral reflectance variability of arid ecosystems. Remote Sens. Environ. 2000, 74, 69-84.
    • (2000) Remote Sens. Environ. , vol.74 , pp. 69-84
    • Asner, G.P.1    Wessman, C.A.2    Bateson, C.3    Privette, J.L.4
  • 14
    • 77949488471 scopus 로고    scopus 로고
    • Combining vegetation indices, constrained ordination and fuzzy classification for mapping semi-natural vegetation units from hyperspectral imagery
    • Oldeland, J.; Dorigo, W.; Lieckfeld, L.; Lucieer, A.; Jürgens, N. Combining vegetation indices, constrained ordination and fuzzy classification for mapping semi-natural vegetation units from hyperspectral imagery. Remote Sens. Environ. 2010, 114, 1155-1166.
    • (2010) Remote Sens. Environ. , vol.114 , pp. 1155-1166
    • Oldeland, J.1    Dorigo, W.2    Lieckfeld, L.3    Lucieer, A.4    Jürgens, N.5
  • 15
    • 0034890857 scopus 로고    scopus 로고
    • Practical limits on hyperspectral vegetation discrimination in arid and semiarid environments
    • Okin, G.S.; Roberts, D.A.; Murray, B.; Okin, W.J. Practical limits on hyperspectral vegetation discrimination in arid and semiarid environments. Remote Sens. Environ. 2001, 77, 212-225.
    • (2001) Remote Sens. Environ. , vol.77 , pp. 212-225
    • Okin, G.S.1    Roberts, D.A.2    Murray, B.3    Okin, W.J.4
  • 16
    • 84866691669 scopus 로고    scopus 로고
    • The High-Mountain Pastures of the Eastern Pamirs (Tajikistan): An Evaluation of the Ecological Basis and the Pasture Potential
    • Ph. D. Thesis, Friedrich Alexander University, Erlangen-Nuremberg, Germany
    • Vanselow, K.A. The High-Mountain Pastures of the Eastern Pamirs (Tajikistan): An Evaluation of the Ecological Basis and the Pasture Potential. Ph. D. Thesis, Friedrich Alexander University, Erlangen-Nuremberg, Germany, 2011.
    • (2011)
    • Vanselow, K.A.1
  • 17
    • 84913548740 scopus 로고    scopus 로고
    • Predictive mapping of dwarf shrub vegetation in an arid high mountain ecosystem using remote sensing and random forests
    • Vanselow, K.; Samimi, C. Predictive mapping of dwarf shrub vegetation in an arid high mountain ecosystem using remote sensing and random forests. Remote Sens. 2014, 6, 6709-6726.
    • (2014) Remote Sens , vol.6 , pp. 6709-6726
    • Vanselow, K.1    Samimi, C.2
  • 18
    • 84937871184 scopus 로고    scopus 로고
    • Tajik Met Service, Dushanbe, Tajikistan. Climatic data for the Pamir Region
    • Tajik Met Service, Dushanbe, Tajikistan. Climatic data for the Pamir Region, 2013.
    • (2013)
  • 19
    • 84888411242 scopus 로고    scopus 로고
    • Realities and myths of the Teresken Syndrome-An evaluation of the exploitation of dwarf shrub resources in the Eastern Pamirs of Tajikistan
    • Kraudzun, T.; Vanselow, K.A.; Samimi, C. Realities and myths of the Teresken Syndrome-An evaluation of the exploitation of dwarf shrub resources in the Eastern Pamirs of Tajikistan. J. Environ. Manage. 2014, 132, 49-59.
    • (2014) J. Environ. Manage. , vol.132 , pp. 49-59
    • Kraudzun, T.1    Vanselow, K.A.2    Samimi, C.3
  • 21
    • 84866166493 scopus 로고    scopus 로고
    • Constructing satellite-derived hyperspectral indices sensitive to canopy structure variables of a Cordilleran Cypress (Austrocedrus chilensis) forest
    • Peña, M.A.; Brenning, A.; Sagredo, A. Constructing satellite-derived hyperspectral indices sensitive to canopy structure variables of a Cordilleran Cypress (Austrocedrus chilensis) forest. ISPRS J. Photogramm. Remote Sens. 2012, 74, 1-10.
    • (2012) ISPRS J. Photogramm. Remote Sens. , vol.74 , pp. 1-10
    • Peña, M.A.1    Brenning, A.2    Sagredo, A.3
  • 24
    • 0019381997 scopus 로고
    • Integrating ground data with remote sensing
    • Townshend, J.G., Ed.; Allen and Unwin: London, UK
    • Justice, C.O.; Townshend, J.G. Integrating ground data with remote sensing. In Terrain Analysis and Remote Sensing; Townshend, J.G., Ed.; Allen and Unwin: London, UK, 1981; pp. 38-58.
    • (1981) In Terrain Analysis and Remote Sensing , pp. 38-58
    • Justice, C.O.1    Townshend, J.G.2
  • 25
    • 0030152155 scopus 로고    scopus 로고
    • Leaf optical properties with explicit description of its biochemical composition: Direct and inverse problems
    • Fourty, T.; Baret, F.; Jacquemoud, S.; Schmuck, G.; Verdebout, J. Leaf optical properties with explicit description of its biochemical composition: Direct and inverse problems. Remote Sens. Environ. 1996, 56, 104-117.
    • (1996) Remote Sens. Environ. , vol.56 , pp. 104-117
    • Fourty, T.1    Baret, F.2    Jacquemoud, S.3    Schmuck, G.4    Verdebout, J.5
  • 26
    • 0032157736 scopus 로고    scopus 로고
    • Monitoring seasonal dynamics of arid land vegetation using AVIRIS data
    • Chen, Z.; Elvidge, C.D.; Groeneveld, D.P. Monitoring seasonal dynamics of arid land vegetation using AVIRIS data. Remote Sens. Environ. 1998, 65, 255-266.
    • (1998) Remote Sens. Environ. , vol.65 , pp. 255-266
    • Chen, Z.1    Elvidge, C.D.2    Groeneveld, D.P.3
  • 27
    • 0030616809 scopus 로고    scopus 로고
    • High spectral resolution remote sensing of forest canopy lignin, nitrogen, and ecosystem processes
    • Martin, M.E.; Aber, J.D. High spectral resolution remote sensing of forest canopy lignin, nitrogen, and ecosystem processes. Ecol. Appl. 1997, 7, 431-443.
    • (1997) Ecol. Appl. , vol.7 , pp. 431-443
    • Martin, M.E.1    Aber, J.D.2
  • 29
    • 10844264572 scopus 로고    scopus 로고
    • Cellulose absorption index (CAI) to quantify mixed soil-plant litter scenes
    • Nagler, P.L.; Inoue, Y.; Glenn, E.; Russ, A.; Daughtry, C.S. Cellulose absorption index (CAI) to quantify mixed soil-plant litter scenes. Remote Sens. Environ. 2003, 87, 310-325.
    • (2003) Remote Sens. Environ. , vol.87 , pp. 310-325
    • Nagler, P.L.1    Inoue, Y.2    Glenn, E.3    Russ, A.4    Daughtry, C.S.5
  • 30
    • 0035140762 scopus 로고    scopus 로고
    • Discriminating crop residues from soil by shortwave infrared reflectance
    • Daughtry, C.S. Discriminating crop residues from soil by shortwave infrared reflectance. Agron. J. 2001, 93, 125-131.
    • (2001) Agron. J. , vol.93 , pp. 125-131
    • Daughtry, C.S.1
  • 31
    • 0001677717 scopus 로고
    • Controlling the false discovery rate: A practical and powerful approach to multiple testing
    • Benjamini, Y.; Hochberg, Y. Controlling the false discovery rate: A practical and powerful approach to multiple testing. J. R. Stat. Soc. Ser. B Methodol. 1995, 57, 289-300.
    • (1995) J. R. Stat. Soc. Ser. B Methodol. , vol.57 , pp. 289-300
    • Benjamini, Y.1    Hochberg, Y.2
  • 32
    • 0042884026 scopus 로고    scopus 로고
    • Imaging spectroscopy for desertification studies: Comparing AVIRIS and EO-1 Hyperion in Argentina drylands
    • Asner, G.P.; Heidebrecht, K.B. Imaging spectroscopy for desertification studies: Comparing AVIRIS and EO-1 Hyperion in Argentina drylands. IEEE Trans. Geosci. Remote Sens. 2003, 41, 1283-1296.
    • (2003) IEEE Trans. Geosci. Remote Sens. , vol.41 , pp. 1283-1296
    • Asner, G.P.1    Heidebrecht, K.B.2
  • 35
    • 0025573172 scopus 로고
    • Visible and near infrared reflectance characteristics of dry plant materials
    • Elvidge, C.D. Visible and near infrared reflectance characteristics of dry plant materials. Int. J. Remote Sens. 1990, 11, 1775-1795.
    • (1990) Int. J. Remote Sens. , vol.11 , pp. 1775-1795
    • Elvidge, C.D.1
  • 36
    • 0009392909 scopus 로고
    • Examination of the spectral features of vegetation in 1987 AVIRIS data
    • Pasadena, CA, USA, 6-8 June 1988; Jet Propulsion Laboratory: Pasadena, CA, USA
    • Elvidge, C.D. Examination of the spectral features of vegetation in 1987 AVIRIS data. In Proceedings of the First AVIRIS Performance Evaluation Workshop, Pasadena, CA, USA, 6-8 June 1988; Jet Propulsion Laboratory: Pasadena, CA, USA 1988; pp. 97-101.
    • (1988) In Proceedings of the First AVIRIS Performance Evaluation Workshop , pp. 97-101
    • Elvidge, C.D.1
  • 37
    • 56949103056 scopus 로고    scopus 로고
    • Effects of soil composition and mineralogy on remote sensing of crop residue cover
    • Serbin, G.; Daughtry, C.S.T.; Hunt, E.R.; Reeves, J.B.; Brown, D.J. Effects of soil composition and mineralogy on remote sensing of crop residue cover. Remote Sens. Environ. 2009, 113, 224-238.
    • (2009) Remote Sens. Environ. , vol.113 , pp. 224-238
    • Serbin, G.1    Daughtry, C.S.T.2    Hunt, E.R.3    Reeves, J.B.4    Brown, D.J.5
  • 39
    • 0035923263 scopus 로고    scopus 로고
    • Sensitivity of vegetation indices to substrate brightness in hyper-arid environment: The Makhtesh Ramon Crater (Israel) case study
    • Schmidt, H.; Karnieli, A. Sensitivity of vegetation indices to substrate brightness in hyper-arid environment: The Makhtesh Ramon Crater (Israel) case study. Int. J. Remote Sens. 2001, 22, 3503-3520.
    • (2001) Int. J. Remote Sens. , vol.22 , pp. 3503-3520
    • Schmidt, H.1    Karnieli, A.2
  • 41
    • 0042232657 scopus 로고    scopus 로고
    • Cross comparison of EO-1 sensors and other earth resources sensors to Landsat-7 ETM+ using Railroad Valley Playa
    • Thome, K.J.; Biggar, S.F.; Wisniewski, W. Cross comparison of EO-1 sensors and other earth resources sensors to Landsat-7 ETM+ using Railroad Valley Playa. IEEE Trans. Geosci. Remote Sens. 2003, 41, 1180-1188.
    • (2003) IEEE Trans. Geosci. Remote Sens. , vol.41 , pp. 1180-1188
    • Thome, K.J.1    Biggar, S.F.2    Wisniewski, W.3
  • 42
    • 84883544681 scopus 로고    scopus 로고
    • Hyperspectral versus multispectral crop-productivity modeling and type discrimination for the HyspIRI mission
    • Mariotto, I.; Thenkabail, P.S.; Huete, A.; Slonecker, E.T.; Platonov, A. Hyperspectral versus multispectral crop-productivity modeling and type discrimination for the HyspIRI mission. Remote Sens. Environ. 2013, 139, 291-305.
    • (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
  • 43
    • 0035384646 scopus 로고    scopus 로고
    • Influence of slope aspect on Mediterranean woody formations: Comparison of a semiarid and an arid site in Israel
    • Sternberg, M.; Shoshany, M. Influence of slope aspect on Mediterranean woody formations: Comparison of a semiarid and an arid site in Israel. Ecol. Res. 2001, 16, 335-345.
    • (2001) Ecol. Res. , vol.16 , pp. 335-345
    • Sternberg, M.1    Shoshany, M.2
  • 44
    • 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


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