Suitability of low-altitude remote sensing images for estimating nitrogen treatment variations in rice cropping for precision agriculture adoption

Journal of Applied Remote Sensing

Volumn 1, Issue 1, 2007, Pages

  Swain, Kishore C ^a   Jayasuriya, Hemantha P ^a   Salokhe, Vilas M ^a  

^a ASIAN INSTITUTE OF TECHNOLOGY   (Thailand)

Author keywords

[No Author keywords available]

Indexed keywords

AERIAL PHOTOGRAPHY; CROPS; IMAGE ACQUISITION; NITROGEN; NUTRIENTS; REMOTE SENSING;

NITROGEN TREATMENT VARIATIONS; RICE CROPPING; TEMPORAL RESOLUTION; YIELD ESTIMATION MODELS;

IMAGING SYSTEMS;

EID: 37249025078     PISSN: None     EISSN: 19313195     Source Type: Journal    
DOI: 10.1117/1.2824287     Document Type: Article

References (23)

1. Y. Kim and J. F. Reid, "Modeling and calibration of a multi-spectral imaging sensor for in-field crop nitrogen assessment," Appl. Eng. Agr. 22(6), 935-941(2006).
2. C. L. Jones, N. O. Maness, M. L. Stone, and R. Jayasekara, "Chlorophyll estimation using multi-spectral reflectance and height sensing," Proc. ASAE 043081, St. Joseph, MI (2004).
3. D. Haboudane, J. R. Miller, N. Tremblay, P. J. Zarco-Tejada, and L. Dextraze, "Integrated narrow-band vegetation indices for prediction of crop chlorophyll content for application to precision agriculture," Rem. Sens. Environ. 81 (2-3), 416-426 (2002) 10.1016/S0034-4257(02)00018-4
4. C. S. T. Daughtry, C. L. Walthall, M. S. Kim, E. B. de Colstoun, and J. E. McMurtrey III, "Estimating corn leaf chlorophyll concentration from leaf and canopy reflectance," Rem. Sens. Environ. 74 (2), 229-239 (2000) 10.1016/S0034-4257(00)00113-9
5. C. W. Wood, D. W. Reeves, and D. G. Himelrick, "Relationships between chlorophyll meter readings and leaf chlorophyll concentration, N-status, and crop yield: A review," Proc. Agronomy Soc. New Zealand 23, 1-9 (1993).
6. J. A. Gamon, and J. S. Surfus, "Assessing leaf pigment content and activity with a reflectometer," New Phytologist 143, 105-117 (1999) 10.1046/j.1469-8137.1999.00424.x
7. H. Auernhammer, M. Demmel, F.X. Maidl, U. Shmidnalter, T. Chneider, and P. wagner, "An on-farm communication system for precision farming with nitrogen real-time application," Proc. ASAE 99-1150, St. Joseph, MI (1999).
8. H. K. Noh, Q. Zhang, and S. Han, "Sensor based variable rate application of nitrogen by using multi-spectral image sensor," Proc. ASAE 041133, St. Joseph, MI (2004).
9. I. GiannoPoulos, C. Would, A. Yoon, and S. Yoon, "3D modeling using kite aerial photography," Drexel University, Philadelphia, PA (2000), http://prism.mem.drexel.edu/projects/kite/proposal.pdf#search= %22kites%20%20Giannopoulos%22.
10. J. S. Aber, K. Aaviksoo, E. Karofeld, and S. W. Aber, "Patterns in Estonian bogs as depicted in color kite aerial photographs," Suo 53, 1-15 (2002).
11. T. P. Seang, "Geo-referenced balloon digital aerial photo technique: a low-cost high resolution option for developing countries," Proc. of 5th Annual Conf. Geographic Info. Technol. Application, Bangkok, Thailand (2006) http://www.gisdevelopment.net/technology/rs/ma06_217abs.htm.
12. L. Amoroso and R. Arrowsmith, "Balloon photography of brush fire scars east of Carefree, AZ," (10-24-2000), http://activetectonics.asu.edu/ Fires_and_Floods/ 10_24_00_photos/.
13. W. Bausch, "Remote sensing in agriculture: using radiometers to quantify and control nitrogen stress in corn," USDA-ARS Water Management Research Unit (2002) http://www.colostate.edu/Depts/SoilCrop/extension/ Newsletters/2002/Se nsors/radiometers.html.
14. H. Eisenbeiss, "A mini unmanned aerial vehicle (UAV): system overview and image acquisition, Proc. Int. Workshop Processing and Visualization using High-Resolution Imagery, Pitsanulok, Thailand (2004).
15. R. Sugiura, N. Noguchi, K. Ishii, and H. Terao, " The development of remote sensing system using unmanned helicopter," Proc. ASAE 701P0502, pp. 120-128 (2002).
16. H. Xiang, and L. Tian, "Development of autonomous unmanned helicopter based agricultural remote sensing system,"Proc. ASAE 063097 (2006).
17. K. Iida, M. Suguri, M. Umeda, and T. Matsui, "Estimation of nitrogen content using machine vision in a paddy field," Proc. ASAE 003021, St. Joseph, MI (2000).
18. E. R. Hunt Jr., M. Cavigelli, C. S. T. Daughtry, J. E. Mcmurtrey III, and C. L. Walthall, "Evaluation of digital photography from model aircraft for remote sensing of crop biomass and nitrogen status," Precis. Agr. 6, 359-378 (2005) 10.1007/s11119-005-2324-5
19. J. W. Rouse, R. H., Haas, J. A. Shell, and D. W. Deering, "Monitoring vegetation systems in the Great Plains with ERTS-1," in Third Earth Resources Technol. Satellite Symp. 1, 309-317 (1973).
20. A. A. Gitelson, Y. J. Kaufman and M. N. Merzlyak, "Use of a green channel in remote sensing of global vegetation from EOS-MODIS," Rem. Sens. Environ. 58, 289-298 (1996), 10.1016/S0034-4257(96)00072-7
21. J. Markwell, J. C. Osterman, and J. L. Mitchell, "Calibration of the Minolta SPAD-502 leaf chlorophyll meter," Photosynth. Res. 46, 467-472 (1995) 10.1007/BF00032301
22. S. Chen, C. W. Huang, C. C. Huang, C. K. Yang, T. H. Wu, Y. Z. Tsai, and P. L Miao, "Determination of nitrogen content in rice crop using multi-spectral imaging," Proc. ASAE 031132, St. Joseph, MI (2003).
23. P. S. Forche, and N. W. Booysen, "Assessment of crop stress conditions using low altitude aerial CIR photography and computer image processing," Geocarto Int. 9(2), 25-31 (1994).