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Volumn 53, Issue 1, 2010, Pages 21-27

Adoption of an unmanned helicopter for low-altitude remote sensing to estimate yield and total biomass of a rice crop

Author keywords

Biomass yield; NDVI; Nutrient stress; Remote sensing; Rice yield; Unmanned aerial vehicle; Vegetation index

Indexed keywords

BIOMASS YIELD; NDVI; NUTRIENT STRESS; RICE YIELD; VEGETATION INDEX;

EID: 77949821115     PISSN: 21510032     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (186)

References (63)
  • 1
    • 0347828945 scopus 로고
    • Microbial colonization and digestion of feed materials in cattle and buffaloes: II. Rice straw and palm press fibre
    • Abdullah, N., Y. W. Ho, and S. Jalaludin. 1992. Microbial colonization and digestion of feed materials in cattle and buffaloes: II. Rice straw and palm press fibre. Asian-Australasian J. Animal Sci. 5(2): 329-335.
    • (1992) Asian-Australasian J. Animal Sci , vol.5 , Issue.2 , pp. 329-335
    • Abdullah, N.1    Ho, Y.W.2    Jalaludin, S.3
  • 2
    • 0036293660 scopus 로고    scopus 로고
    • Patterns in Estonian bogs as depicted in color kite aerial photographs
    • Aber, J. S., K. Aaviksoo, E. Karofeld, and S. W. Aber. 2002. Patterns in Estonian bogs as depicted in color kite aerial photographs. Suo (Mires and Peat) 53(1): 1-15.
    • (2002) Suo (Mires and Peat) , vol.53 , Issue.1 , pp. 1-15
    • Aber, J.S.1    Aaviksoo, K.2    Karofeld, E.3    Aber, S.W.4
  • 3
    • 15044365232 scopus 로고    scopus 로고
    • In-field assessment of single-leaf nitrogen status by spectral reflectance measurements
    • Alchanatis, V., Z. Schmilovitch, and M. Meron. 2005. In-field assessment of single-leaf nitrogen status by spectral reflectance measurements. Precision Agric. 6(1): 25-39.
    • (2005) Precision Agric , vol.6 , Issue.1 , pp. 25-39
    • Alchanatis, V.1    Schmilovitch, Z.2    Meron, M.3
  • 4
    • 34249891044 scopus 로고    scopus 로고
    • Usefulness of remote sensing for the assessment of growth traits in individual cereal plants grown in the field
    • Alvaro, F., L. F. García del Moral, and C. Royo. 2007. Usefulness of remote sensing for the assessment of growth traits in individual cereal plants grown in the field. Intl. J. Remote Sensing 28(11): 2497-2512.
    • (2007) Intl. J. Remote Sensing , vol.28 , Issue.11 , pp. 2497-2512
    • Alvaro, F.1    García del Moral, L.F.2    Royo, C.3
  • 5
    • 84865406322 scopus 로고    scopus 로고
    • Balloon photography of brush fire scars east of Carefree, Arizona. Tempe, Ariz
    • Available at
    • Amoroso, L., and R. Arrowsmith. 2000. Balloon photography of brush fire scars east of Carefree, Arizona. Tempe, Ariz.: Arizona State University, Department of Geological Sciences. Available at: http://activetectonics.asu.edu/ Fires-and-Floods/10-24-00-photos.
    • (2000) Arizona State University, Department of Geological Sciences
    • Amoroso, L.1    Arrowsmith, R.2
  • 7
    • 28244486425 scopus 로고    scopus 로고
    • Impact of residual soil nitrate on in-season nitrogen applications to irrigated corn based on remotely sensed assessments of crop nitrogen status
    • Bausch, W., and J. A. Delgado. 2005. Impact of residual soil nitrate on in-season nitrogen applications to irrigated corn based on remotely sensed assessments of crop nitrogen status. Precision Agric. 6(6): 509-519.
    • (2005) Precision Agric , vol.6 , Issue.6 , pp. 509-519
    • Bausch, W.1    Delgado, J.A.2
  • 8
    • 0035502694 scopus 로고    scopus 로고
    • An automatic capture-detection, time-logging instrumentation system for boll weevil pheromone traps
    • Beerwinkle, K. R. 2001. An automatic capture-detection, time-logging instrumentation system for boll weevil pheromone traps. Applied Eng. in Agric. 17(6): 893-898.
    • (2001) Applied Eng. in Agric , vol.17 , Issue.6 , pp. 893-898
    • Beerwinkle, K.R.1
  • 10
    • 0344272412 scopus 로고    scopus 로고
    • Corn (Zea mays L.) yield prediction using multispectral and multidate reflectance
    • Chang, J., D. E. Clay, K. Dalsted, S. Clay, and M. O'Neill. 2003. Corn (Zea mays L.) yield prediction using multispectral and multidate reflectance. Agron. J. 95(6): 1447-1453.
    • (2003) Agron. J , vol.95 , Issue.6 , pp. 1447-1453
    • Chang, J.1    Clay, D.E.2    Dalsted, K.3    Clay, S.4    O'Neill, M.5
  • 11
    • 33645961585 scopus 로고    scopus 로고
    • Predicting rice yield using canopy reflectance measured at booting stage
    • Chang, K. W., Y. Shen, and J. C. Lo. 2005. Predicting rice yield using canopy reflectance measured at booting stage. Agron. J. 97(3): 872-878.
    • (2005) Agron. J , vol.97 , Issue.3 , pp. 872-878
    • Chang, K.W.1    Shen, Y.2    Lo, J.C.3
  • 15
    • 57249087873 scopus 로고    scopus 로고
    • A mini unmanned aerial vehicle (UAV): System overview and image acquisition
    • International Society for Photogrammetry and Remote Sensing ISPRS
    • Eisenbiss, H. 2004. A mini unmanned aerial vehicle (UAV): System overview and image acquisition. In Proc. Intl. Workshop on Processing and Visualization Using High-Resolution Imagery. International Society for Photogrammetry and Remote Sensing (ISPRS).
    • (2004) Proc. Intl. Workshop on Processing and Visualization Using High-Resolution Imagery
    • Eisenbiss, H.1
  • 16
    • 0035004435 scopus 로고    scopus 로고
    • Analysis of GAC NDVI data for cropland identification and yield forecasting in Mediterranean African countries
    • Fablo, M., and R. Felix. 2001. Analysis of GAC NDVI data for cropland identification and yield forecasting in Mediterranean African countries. Photogram. Eng. and Remote Sensing 67(5): 593-602.
    • (2001) Photogram. Eng. and Remote Sensing , vol.67 , Issue.5 , pp. 593-602
    • Fablo, M.1    Felix, R.2
  • 17
    • 79955511506 scopus 로고    scopus 로고
    • FAOSTAT, Rome, Italy: Food and Agriculture Organization of the United Nations
    • FAOSTAT. 2007. Agricultural Statistics Yearbook: 2006. Rome, Italy: Food and Agriculture Organization of the United Nations.
    • (2007) Agricultural Statistics Yearbook: 2006
  • 18
    • 77949805696 scopus 로고    scopus 로고
    • Field crop report. 1998. Field crop report for rice cropping in Thailand. Bangkok, Thailand: Field Crop Research Station.
    • Field crop report. 1998. Field crop report for rice cropping in Thailand. Bangkok, Thailand: Field Crop Research Station.
  • 20
    • 0032815356 scopus 로고    scopus 로고
    • Assessing leaf pigment content and activity with a reflectometer
    • Gamon, J. A., and J. S. Surfus. 1999. Assessing leaf pigment content and activity with a reflectometer. New Phytologist 143(1): 105-117.
    • (1999) New Phytologist , vol.143 , Issue.1 , pp. 105-117
    • Gamon, J.A.1    Surfus, J.S.2
  • 21
    • 33748999764 scopus 로고    scopus 로고
    • Identification of broad-leaved dock (Rumex obtusifolius L.) on grassland by means of digital image processing
    • Gebhardt, S., J. Schellberg, R. Lock, and W. Kuhbauch. 2006. Identification of broad-leaved dock (Rumex obtusifolius L.) on grassland by means of digital image processing. Precision Agric. 7(3): 165-178.
    • (2006) Precision Agric , vol.7 , Issue.3 , pp. 165-178
    • Gebhardt, S.1    Schellberg, J.2    Lock, R.3    Kuhbauch, W.4
  • 22
    • 2942709985 scopus 로고    scopus 로고
    • Imaging from an unmanned aerial vehicle: Agricultural surveillance and decision support
    • Herwitz, S. R., L. F. Johnson, S. E. Dunagan, and R. G. Higgins. 2004. Imaging from an unmanned aerial vehicle: Agricultural surveillance and decision support. Computers and Electronics in Agric. 44(1): 49-61.
    • (2004) Computers and Electronics in Agric , vol.44 , Issue.1 , pp. 49-61
    • Herwitz, S.R.1    Johnson, L.F.2    Dunagan, S.E.3    Higgins, R.G.4
  • 23
    • 77949796518 scopus 로고    scopus 로고
    • Development of an unmanned aerial vehicle-based remote sensing system for site-specific management in precision agriculture
    • Denver, Colo, Colorado State University
    • Huang, Y., Y. Lan, W. C. Hoffmann, and B. Fritz. 2008. Development of an unmanned aerial vehicle-based remote sensing system for site-specific management in precision agriculture. In Proc. 9th Intl. Conf. on Precision Agriculture. Denver, Colo.: Colorado State University.
    • (2008) Proc. 9th Intl. Conf. on Precision Agriculture
    • Huang, Y.1    Lan, Y.2    Hoffmann, W.C.3    Fritz, B.4
  • 25
    • 84858000184 scopus 로고    scopus 로고
    • IRRI, Manila, Philippines: International Rice Research Institute
    • IRRI. 2006. Atlas of Rice and World Rice Statistics. Manila, Philippines: International Rice Research Institute.
    • (2006) Atlas of Rice and World Rice Statistics
  • 29
    • 7744245917 scopus 로고    scopus 로고
    • Spatial analysis of maize response to nitrogen fertilizer in central New York
    • Kahabka, J. E., H. M. V. Es, E. J. McClenahan, and W. J. Cox. 2004. Spatial analysis of maize response to nitrogen fertilizer in central New York. Precision Agric. 5(5): 463-476.
    • (2004) Precision Agric , vol.5 , Issue.5 , pp. 463-476
    • Kahabka, J.E.1    Es, H.M.V.2    McClenahan, E.J.3    Cox, W.J.4
  • 30
    • 0009010412 scopus 로고
    • Intake and digestion in swamp buffaloes and cattle: 3. Comparison with four forage diets, and with rice straw supplemented with energy and protein
    • Kennedy, P. M. 1995. Intake and digestion in swamp buffaloes and cattle: 3. Comparison with four forage diets, and with rice straw supplemented with energy and protein. J. Agric. Sci. Cambridge 124(2): 265-275.
    • (1995) J. Agric. Sci. Cambridge , vol.124 , Issue.2 , pp. 265-275
    • Kennedy, P.M.1
  • 31
    • 33846544312 scopus 로고    scopus 로고
    • Modeling and calibration of a multi-spectral imaging sensor for in-field crop nitrogen assessment
    • Kim, Y., and J. F. Reid. 2006. Modeling and calibration of a multi-spectral imaging sensor for in-field crop nitrogen assessment. Applied Eng. in Agric. 22(6): 935-941.
    • (2006) Applied Eng. in Agric , vol.22 , Issue.6 , pp. 935-941
    • Kim, Y.1    Reid, J.F.2
  • 32
    • 0013340647 scopus 로고    scopus 로고
    • Remote sensing and mapping of weeds in crops
    • Lamb, D. W., and R. B. Brown. 2001. Remote sensing and mapping of weeds in crops. J. Agric. Eng. Res. 78(2): 117-125.
    • (2001) J. Agric. Eng. Res , vol.78 , Issue.2 , pp. 117-125
    • Lamb, D.W.1    Brown, R.B.2
  • 34
    • 33645455326 scopus 로고    scopus 로고
    • Changes of nitrogen and chlorophyll contents and reflectance spectral characteristics to the application of nitrogen fertilizer in rice plants
    • Lee, Y. S., C. M. Yang, and A. H. Chang. 2002. Changes of nitrogen and chlorophyll contents and reflectance spectral characteristics to the application of nitrogen fertilizer in rice plants. J. Agric. Res. China 51(1): 1-14.
    • (2002) J. Agric. Res. China , vol.51 , Issue.1 , pp. 1-14
    • Lee, Y.S.1    Yang, C.M.2    Chang, A.H.3
  • 40
    • 33847141943 scopus 로고    scopus 로고
    • Plant classification for weed detection using hyperspectral imaging with wavelet analysis
    • Okamoto, H., T. Murata, T. Kataoka, and S-I Hata. 2007. Plant classification for weed detection using hyperspectral imaging with wavelet analysis. Weed Biol. and Mgmt. 7(1): 31-37.
    • (2007) Weed Biol. and Mgmt , vol.7 , Issue.1 , pp. 31-37
    • Okamoto, H.1    Murata, T.2    Kataoka, T.3    Hata, S.-I.4
  • 41
    • 34147187151 scopus 로고    scopus 로고
    • Yield prediction and waterlogging assessment for tea plantation land using satellite image-based techniques
    • Rama Rao, N., M. Kapoor, N. Sharma, and K. Venkateswarlu. 2007. Yield prediction and waterlogging assessment for tea plantation land using satellite image-based techniques. Intl. J. Remote Sensing 28(7): 1561-1576.
    • (2007) Intl. J. Remote Sensing , vol.28 , Issue.7 , pp. 1561-1576
    • Rama Rao, N.1    Kapoor, M.2    Sharma, N.3    Venkateswarlu, K.4
  • 42
    • 33645723353 scopus 로고    scopus 로고
    • Measuring wheat nitrogen status from space and ground-based platform
    • Reyniers, M., and E. Vrindts. 2006. Measuring wheat nitrogen status from space and ground-based platform. Intl. J. Remote Sensing 27(3): 549-567.
    • (2006) Intl. J. Remote Sensing , vol.27 , Issue.3 , pp. 549-567
    • Reyniers, M.1    Vrindts, E.2
  • 46
    • 77949781111 scopus 로고    scopus 로고
    • Geo-referenced balloon digital aerial photo technique: A low-cost high-resolution option for developing countries
    • Noida, India: GIS Development Pvt. Ltd
    • Seang, T. P., and J.-P. Mund. 2006. Geo-referenced balloon digital aerial photo technique: A low-cost high-resolution option for developing countries. In Proc. Map Asia 2006: 5th Annual Conf. on Geographic Information Technology and Application. Noida, India: GIS Development Pvt. Ltd.
    • (2006) Proc. Map Asia 2006: 5th Annual Conf. on Geographic Information Technology and Application
    • Seang, T.P.1    Mund, J.-P.2
  • 47
    • 0000742297 scopus 로고    scopus 로고
    • Implementing precision agriculture in the 21st century
    • Stafford, J. V. 2000. Implementing precision agriculture in the 21st century. J. Agric. Eng. Res. 76(3): 267-275.
    • (2000) J. Agric. Eng. Res , vol.76 , Issue.3 , pp. 267-275
    • Stafford, J.V.1
  • 48
    • 70349152330 scopus 로고    scopus 로고
    • The development of remote sensing system using unmanned helicopter
    • ASAE Paper No. 701P0502. Q. Zhang, ed. St. Joseph, Mich, ASAE
    • Sugiura, R., N. Noguchi, K. Ishii, and H. Terao. 2002. The development of remote sensing system using unmanned helicopter. In Proc. Automation Technology for Off-Road Equipment, 120-128. ASAE Paper No. 701P0502. Q. Zhang, ed. St. Joseph, Mich.: ASAE.
    • (2002) Proc. Automation Technology for Off-Road Equipment , pp. 120-128
    • Sugiura, R.1    Noguchi, N.2    Ishii, K.3    Terao, H.4
  • 49
    • 27844541411 scopus 로고    scopus 로고
    • Remote sensing technology for field information using an unmanned helicopter
    • ASAE Paper No. 701P1004. St. Joseph, Mich, ASAE
    • Sugiura, R., K. Ishii, and N. Noguchi. 2004. Remote sensing technology for field information using an unmanned helicopter. In Proc. Automation Technology for Off-Road Equipment. ASAE Paper No. 701P1004. St. Joseph, Mich.: ASAE.
    • (2004) Proc. Automation Technology for Off-Road Equipment
    • Sugiura, R.1    Ishii, K.2    Noguchi, N.3
  • 50
    • 0026614595 scopus 로고
    • Estimation of cropped area and grain yield of rice using remote sensing data
    • Tennakoon, S. B., V. V. N. Murty, and A. Eiumnoh. 1992. Estimation of cropped area and grain yield of rice using remote sensing data. Intl. J. Remote Sensing 13(3): 427-439.
    • (1992) Intl. J. Remote Sensing , vol.13 , Issue.3 , pp. 427-439
    • Tennakoon, S.B.1    Murty, V.V.N.2    Eiumnoh, A.3
  • 51
    • 7044247763 scopus 로고    scopus 로고
    • Evaluation of optical remote sensing models for crop residue cover assessment
    • Thoma, D., S. Gupta, and M. Bauer. 2004. Evaluation of optical remote sensing models for crop residue cover assessment. J. Soil and Water Cons. Soc. 59(5): 224-233.
    • (2004) J. Soil and Water Cons. Soc , vol.59 , Issue.5 , pp. 224-233
    • Thoma, D.1    Gupta, S.2    Bauer, M.3
  • 56
    • 0001823076 scopus 로고
    • Relationships between chlorophyll meter readings and leaf chlorophyll concentration, N status, and crop yield: A review
    • Wood, C. W., D. W. Reeves, and D. G. Himelrick. 1993. Relationships between chlorophyll meter readings and leaf chlorophyll concentration, N status, and crop yield: A review. Proc Agron. Soc. New Zealand 23: 1-9.
    • (1993) Proc Agron. Soc. New Zealand , vol.23 , pp. 1-9
    • Wood, C.W.1    Reeves, D.W.2    Himelrick, D.G.3
  • 60
    • 33645452191 scopus 로고    scopus 로고
    • Estimation of citrus fruit yield using ultrasonically sensed tree size
    • Zaman, Q., A. W. Schumann, and K. H. Hostler. 2006. Estimation of citrus fruit yield using ultrasonically sensed tree size. Applied Eng. in Agric. 22(1): 39-44.
    • (2006) Applied Eng. in Agric , vol.22 , Issue.1 , pp. 39-44
    • Zaman, Q.1    Schumann, A.W.2    Hostler, K.H.3
  • 61
    • 0242543246 scopus 로고    scopus 로고
    • Zhang, F., B. Wu, and C. Liu. 2003. Using time series of SPOT VGT NDVI for yield forecasting. In Proc. Geoscience and Remote Sensing Symp., 1: 386-388. Piscataway, N.J.: IEEE.
    • Zhang, F., B. Wu, and C. Liu. 2003. Using time series of SPOT VGT NDVI for yield forecasting. In Proc. Geoscience and Remote Sensing Symp., 1: 386-388. Piscataway, N.J.: IEEE.
  • 62
    • 28244435114 scopus 로고    scopus 로고
    • Remote sensed spectral imagery to detect late blight in field tomatoes
    • Zhang, M., Z. Qin, and X. Liu. 2005. Remote sensed spectral imagery to detect late blight in field tomatoes. Precision Agric. 6(6): 489-508.
    • (2005) Precision Agric , vol.6 , Issue.6 , pp. 489-508
    • Zhang, M.1    Qin, Z.2    Liu, X.3
  • 63
    • 0035502762 scopus 로고    scopus 로고
    • Applications of a field-level geographic information system (FIS) in precision agriculture
    • Zhang, N., and R. K. Taylor. 2001. Applications of a field-level geographic information system (FIS) in precision agriculture. Applied Eng. in Agric. 17(6): 885-892.
    • (2001) Applied Eng. in Agric , vol.17 , Issue.6 , pp. 885-892
    • Zhang, N.1    Taylor, R.K.2


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