메뉴 건너뛰기




Volumn 6, Issue 7, 2014, Pages 6620-6635

Toward a satellite-based system of sugarcane yield estimation and forecasting in smallholder farming conditions: A case study on reunion island

Author keywords

Model; Remote sensing; Sugarcane; Yield estimation

Indexed keywords

CROPS; ESTIMATION; MODELS; PLANTS (BOTANY); REMOTE SENSING; SUGAR CANE; SATELLITES;

EID: 84904479640     PISSN: None     EISSN: 20724292     Source Type: Journal    
DOI: 10.3390/rs6076620     Document Type: Article
Times cited : (83)

References (40)
  • 1
    • 0037307653 scopus 로고    scopus 로고
    • Remote sensing of regional crop production in the Yaqui Valley, Mexico: Estimates and uncertainties
    • Lobell, D.B.; Asner, G.P.; Ortiz-Monasterio, J.I.; Benning, T.L. Remote sensing of regional crop production in the Yaqui Valley, Mexico: Estimates and uncertainties. Agric. Ecosyst. Environ. 2003, 94, 205-220.
    • (2003) Agric. Ecosyst. Environ. , vol.94 , pp. 205-220
    • Lobell, D.B.1    Asner, G.P.2    Ortiz-Monasterio, J.I.3    Benning, T.L.4
  • 2
    • 67349259379 scopus 로고    scopus 로고
    • Assessing the performance of NDVI as a proxy for plant biomass using non-linear models: A case study on the Kerguelen Archipelago
    • Santin-Janin, H.; Garel, M.; Chapuis, J.L.; Pontier, D. Assessing the performance of NDVI as a proxy for plant biomass using non-linear models: A case study on the Kerguelen Archipelago. Polar Biol. 2009, 32, 861-871.
    • (2009) Polar Biol , vol.32 , pp. 861-871
    • Santin-Janin, H.1    Garel, M.2    Chapuis, J.L.3    Pontier, D.4
  • 4
    • 33845637951 scopus 로고    scopus 로고
    • Combining vegetation index and model inversion methods for the extraction of key vegetation biophysical parameters using terra and aqua modis reflectance data
    • Houborg, R.; Soegaard, H.; Boegh, E. Combining vegetation index and model inversion methods for the extraction of key vegetation biophysical parameters using terra and aqua modis reflectance data. Remote Sens. Environ. 2007, 106, 39-58.
    • (2007) Remote Sens. Environ. , vol.106 , pp. 39-58
    • Houborg, R.1    Soegaard, H.2    Boegh, E.3
  • 5
    • 0024857115 scopus 로고
    • Use of vegetation indices to estimate indices to estimate intercepted solar radiation and net carbon dioxide exchange of a grass canopy
    • Bartlett, D.S.; Whiting, G.J.; Hartman, J.M. Use of vegetation indices to estimate indices to estimate intercepted solar radiation and net carbon dioxide exchange of a grass canopy. Remote Sens. Environ. 1989, 30, 115-128.
    • (1989) Remote Sens. Environ. , vol.30 , pp. 115-128
    • Bartlett, D.S.1    Whiting, G.J.2    Hartman, J.M.3
  • 6
    • 0027790342 scopus 로고
    • Leaf area index, intercepted photosynthetically active radiation, and spectral vegetation indices: A sensitivity analysis for regular-clumped canopies
    • Bégué, A. Leaf area index, intercepted photosynthetically active radiation, and spectral vegetation indices: A sensitivity analysis for regular-clumped canopies. Remote Sens. Environ. 1993, 46, 45-59.
    • (1993) Remote Sens. Environ. , vol.46 , pp. 45-59
    • Bégué, A.1
  • 7
    • 84904476883 scopus 로고
    • Remote Sensing Crop Growth; Academic Press: Leicester UK
    • Kumar, M.; Monteith, J.L. Remote Sensing Crop Growth; Academic Press: Leicester, UK, 1981.
    • (1981)
    • Kumar, M.1    Monteith, J.L.2
  • 8
    • 84904510346 scopus 로고    scopus 로고
    • Analysis and forecasting of the sucrose content of sugarcane crops during the harvest period in Reunion Island
    • Durban, South Africa, 29 July-2 August
    • Martiné, J.F. Analysis and forecasting of the sucrose content of sugarcane crops during the harvest period in Reunion Island. In Proceedings of the 26th Congress of the International Society of Sugar Cane Technologists, Durban, South Africa, 29 July-2 August 2007; pp. 607-612.
    • (2007) In Proceedings of the 26th Congress of the International Society of Sugar Cane Technologists , pp. 607-612
    • Martiné, J.F.1
  • 9
    • 84875117682 scopus 로고    scopus 로고
    • Forecasting crop yield using remotely sensed vegetation indices and crop phenology metrics
    • Bolton, D.K.; Friedl, M.A. Forecasting crop yield using remotely sensed vegetation indices and crop phenology metrics. Agric. For. Meteorol. 2013, 173, 74-84.
    • (2013) Agric. For. Meteorol. , vol.173 , pp. 74-84
    • Bolton, D.K.1    Friedl, M.A.2
  • 10
    • 0022267354 scopus 로고
    • Satellite remote sensing of total herbaceous biomass production in the Senegalese Sahel: 1980-1984
    • Tucker, C.J.; Vanpraet, C.L.; Sharman, M.J.; van Ittersum, G. Satellite remote sensing of total herbaceous biomass production in the Senegalese Sahel: 1980-1984. Remote Sens. Environ. 1985, 17, 233-249.
    • (1985) Remote Sens. Environ. , vol.17 , pp. 233-249
    • Tucker, C.J.1    Vanpraet, C.L.2    Sharman, M.J.3    van Ittersum, G.4
  • 11
    • 84874777876 scopus 로고    scopus 로고
    • Enhanced processing of 1-km spatial resolution fapar time series for sugarcane yield forecasting and monitoring
    • Duveiller, G.; López-Lozano, R.; Baruth, B. Enhanced processing of 1-km spatial resolution fapar time series for sugarcane yield forecasting and monitoring. Remote Sens. 2013, 5, 1091-1116.
    • (2013) Remote Sens , vol.5 , pp. 1091-1116
    • Duveiller, G.1    López-Lozano, R.2    Baruth, B.3
  • 12
    • 84874784839 scopus 로고    scopus 로고
    • Forecasting regional sugarcane yield based on time integral and spatial aggregation of MODIS NDVI
    • Mulianga, B.; Bégué, A.; Simoes, M.; Todoroff, P. Forecasting regional sugarcane yield based on time integral and spatial aggregation of MODIS NDVI. Remote Sens. 2013, 5, 2184-2199.
    • (2013) Remote Sens , vol.5 , pp. 2184-2199
    • Mulianga, B.1    Bégué, A.2    Simoes, M.3    Todoroff, P.4
  • 14
    • 0000781739 scopus 로고
    • Solar radiation and productivity in tropical ecosystems
    • Monteith, J.L. Solar radiation and productivity in tropical ecosystems. J. Appl. Ecol. 1972, 9, 744-766.
    • (1972) J. Appl. Ecol. , vol.9 , pp. 744-766
    • Monteith, J.L.1
  • 16
    • 0022267320 scopus 로고
    • Estimation of total above-ground phytomass production using remotely sensed data
    • Asrar, G.; Kanemasu, E.T.; Jackson, R.D.; Pinter, P.J., Jr. Estimation of total above-ground phytomass production using remotely sensed data. Remote Sens. Environ. 1985, 17, 211-220.
    • (1985) Remote Sens. Environ. , vol.17 , pp. 211-220
    • Asrar, G.1    Kanemasu, E.T.2    Jackson, R.D.3    Pinter, P.J.4
  • 17
    • 77949490918 scopus 로고    scopus 로고
    • Estimating crop stresses, aboveground dry biomass and yield of corn using multi-temporal optical data combined with a radiation use efficiency model
    • Liu, J.; Pattey, E.; Miller, J.R.; McNairn, H.; Smith, A.; Hu, B. Estimating crop stresses, aboveground dry biomass and yield of corn using multi-temporal optical data combined with a radiation use efficiency model. Remote Sens. Environ. 2010, 114, 1167-1177.
    • (2010) Remote Sens. Environ. , vol.114 , pp. 1167-1177
    • Liu, J.1    Pattey, E.2    Miller, J.R.3    McNairn, H.4    Smith, A.5    Hu, B.6
  • 19
    • 84874788283 scopus 로고    scopus 로고
    • Advances in remote sensing of agriculture: Context description, existing operational monitoring systems and major information needs
    • Atzberger, C. Advances in remote sensing of agriculture: Context description, existing operational monitoring systems and major information needs. Remote Sens. 2013, 5, 949-981.
    • (2013) Remote Sens , vol.5 , pp. 949-981
    • Atzberger, C.1
  • 21
    • 0003612086 scopus 로고
    • Le milieu physique et les sols de l'ile de la réunion
    • CIRAD: Montpellier, France
    • Raunet, M. Le milieu physique et les sols de l'ile de la réunion. In Conséquences pour la Mise en Valeur Agricole CIRAD: Montpellier, France, 1991; p. 438.
    • (1991) In Conséquences pour la Mise en Valeur Agricole , pp. 438
    • Raunet, M.1
  • 22
    • 84904476876 scopus 로고    scopus 로고
    • The Kalideos Databases, Reference Remote Sensing Data Repositories for Coastal Applications-Content and Examples of Applications; OCOSS: Brest, France
    • De Boissezon, H.; Rabaute, T.; Marzocchi-Polizzi, S.; Froidefond, J.M.; Dehouck, A.; Pennober, G.; Lafon, V. The Kalideos Databases, Reference Remote Sensing Data Repositories for Coastal Applications-Content and Examples of Applications; OCOSS: Brest, France, 2010; p. 6.
    • (2010)
    • De Boissezon, H.1    Rabaute, T.2    Marzocchi-Polizzi, S.3    Froidefond, J.M.4    Dehouck, A.5    Pennober, G.6    Lafon, V.7
  • 24
    • 84863304598 scopus 로고    scopus 로고
    • R Foundation for Statistical Computing: Vienna, Austria,R Development Core Team
    • R Development Core Team. R: A Language and Environment for Statistical Computing; R Foundation for Statistical Computing: Vienna, Austria, 2010.
    • (2010) R: A Language and Environment for Statistical Computing;
  • 25
    • 84863207036 scopus 로고    scopus 로고
    • Estimating sugarcane yield potential using an in-season determination of normalized difference vegetative index
    • Lofton, J.; Tubana, B.S.; Kanke, Y.; Teboh, J.; Viator, H.; Dalen, M. Estimating sugarcane yield potential using an in-season determination of normalized difference vegetative index. Sensors 2012, 12, 7529-7547.
    • (2012) Sensors , vol.12 , pp. 7529-7547
    • Lofton, J.1    Tubana, B.S.2    Kanke, Y.3    Teboh, J.4    Viator, H.5    Dalen, M.6
  • 26
    • 84904476877 scopus 로고    scopus 로고
    • Modélisation de la Production Potentielle de la Canne à Sucre en Zone Tropicale, Sous Conditions Thermiques et Hydriques Contrastées; Institut National Agronomique Paris-Grignon: Paris France
    • Martiné, J.F. Modélisation de la Production Potentielle de la Canne à Sucre en Zone Tropicale, Sous Conditions Thermiques et Hydriques Contrastées; Institut National Agronomique Paris-Grignon: Paris, France, 2003.
    • (2003)
    • Martiné, J.F.1
  • 27
    • 0030222635 scopus 로고    scopus 로고
    • Growth of sugarcane under high input conditions in tropical Australia. I. Radiation use, biomass accumulation and partitioning
    • Robertson, M.J.; Wood, A.W.; Muchow, R.C. Growth of sugarcane under high input conditions in tropical Australia. I. Radiation use, biomass accumulation and partitioning. Field Crops Res. 1996, 48, 11-25.
    • (1996) Field Crops Res , vol.48 , pp. 11-25
    • Robertson, M.J.1    Wood, A.W.2    Muchow, R.C.3
  • 28
    • 0027137253 scopus 로고
    • Relationships of photosynthetically active radiation and shortwave irradiance
    • Papaioannou, G.; Papanikolaou, N.; Retalis, D. Relationships of photosynthetically active radiation and shortwave irradiance. Theor. Appl. Climatol. 1993, 48, 23-27.
    • (1993) Theor. Appl. Climatol. , vol.48 , pp. 23-27
    • Papaioannou, G.1    Papanikolaou, N.2    Retalis, D.3
  • 29
    • 0001134528 scopus 로고
    • The relative flux density of photosynthetically active radiation
    • Stanhill, G.; Fuchs, M. The relative flux density of photosynthetically active radiation. J. Appl. Ecol. 1977, 14, 317-322.
    • (1977) J. Appl. Ecol. , vol.14 , pp. 317-322
    • Stanhill, G.1    Fuchs, M.2
  • 30
    • 0027334351 scopus 로고
    • Deriving light interception and biomass from spectral reflectance ratio
    • Christensen, S.; Goudriaan, J. Deriving light interception and biomass from spectral reflectance ratio. Remote Sens. Environ. 1993, 43, 87-95.
    • (1993) Remote Sens. Environ. , vol.43 , pp. 87-95
    • Christensen, S.1    Goudriaan, J.2
  • 32
    • 0003101452 scopus 로고    scopus 로고
    • Sugarcane
    • Smith, D. L., Hamel, C., Eds. ; Springer-Verlag: Berlin, Germany
    • Lingle, S.E. Sugarcane. In Crop Yield, Physiology and Processes; Smith, D.L., Hamel, C., Eds.; Springer-Verlag: Berlin, Germany, 1999; pp. 287-310.
    • (1999) In Crop Yield, Physiology and Processes
    • Lingle, S.E.1
  • 33
    • 0029536280 scopus 로고
    • Analysis and field evaluation of the ceres models water balance component
    • Gabrielle, B.; Menasseri, S.; Houot, S. Analysis and field evaluation of the ceres models water balance component. Soil Sci. Soc. Am. J. 1995, 59, 1403-1412.
    • (1995) Soil Sci. Soc. Am. J. , vol.59 , pp. 1403-1412
    • Gabrielle, B.1    Menasseri, S.2    Houot, S.3
  • 34
    • 84904476868 scopus 로고
    • Ceres-Maize: A Simulation Model of Maize Growth and Development; Texas A&M University Press: Texas, TX, USA
    • Jones, C.A.; Kiniry, J.R.; Dyke, P.T. Ceres-Maize: A Simulation Model of Maize Growth and Development; Texas A&M University Press: Texas, TX, USA, 1986.
    • (1986)
    • Jones, C.A.1    Kiniry, J.R.2    Dyke, P.T.3
  • 36
    • 84904476869 scopus 로고    scopus 로고
    • Apport de la Télédétection Aérospatiale pour l'Aide à la Gestion de la Sole Cannière Réunionnaise; La Réunion: Saint-Denis France
    • Bappel, E. Apport de la Télédétection Aérospatiale pour l'Aide à la Gestion de la Sole Cannière Réunionnaise; La Réunion: Saint-Denis, France, 2005.
    • (2005)
    • Bappel, E.1
  • 37
    • 43049122458 scopus 로고    scopus 로고
    • Relative radiometric normalization and atmospheric correction of a SPOT 5 time series
    • El Hajj, M.; Bégué, A.; Lafrance, B.; Hagolle, O.; Dedieu, G.; Rumeau, M. Relative radiometric normalization and atmospheric correction of a SPOT 5 time series. Sensors 2008, 8, 2774-2791.
    • (2008) Sensors , vol.8 , pp. 2774-2791
    • El Hajj, M.1    Bégué, A.2    Lafrance, B.3    Hagolle, O.4    Dedieu, G.5    Rumeau, M.6
  • 38
    • 84904463945 scopus 로고    scopus 로고
    • Automatic cloud detection from multi-temporal satellite images: Towards the use of pléiades time series
    • Champion, N. Automatic cloud detection from multi-temporal satellite images: Towards the use of pléiades time series. Int. Arc. Photogramm. Remote Sens. Spatial Inf. Sci. 2012, 1, 559-564.
    • (2012) Int. Arc. Photogramm. Remote Sens. Spatial Inf. Sci. , vol.1 , pp. 559-564
    • Champion, N.1
  • 39
    • 68049090822 scopus 로고    scopus 로고
    • Integrating SPOT-5 time series, crop growth modeling and expert knowledge for monitoring agricultural practices-The case of sugarcane harvest on Reunion island
    • El Hajj, M.; Bégué, A.; Guillaume, S.; Martiné, J.F. Integrating SPOT-5 time series, crop growth modeling and expert knowledge for monitoring agricultural practices-The case of sugarcane harvest on Reunion island. Remote Sens. Environ. 2009, 113, 2052-2061.
    • (2009) Remote Sens. Environ. , vol.113 , pp. 2052-2061
    • El Hajj, M.1    Bégué, A.2    Guillaume, S.3    Martiné, J.F.4
  • 40
    • 77958009243 scopus 로고    scopus 로고
    • Multitemporal observations of sugarcane by TerraSAR-X images
    • Baghdadi, N.; Cresson, R.; Todoroff, P.; Moinet, S. Multitemporal observations of sugarcane by TerraSAR-X images. Sensors 2010, 10, 8899-8919.
    • (2010) Sensors , vol.10 , pp. 8899-8919
    • Baghdadi, N.1    Cresson, R.2    Todoroff, P.3    Moinet, S.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.