An effective biophysical indicator for opium yield estimation

Computers and Electronics in Agriculture

Volumn 75, Issue 2, 2011, Pages 272-277

  Jia, Kun ^a,b   Wu, Bingfang ^a   Tian, Yichen ^a   Li, Qiangzi ^a   Du, Xin ^a,b  

^a INSTITUTE OF REMOTE SENSING APPLICATIONS   (China)

^b UNIVERSITY OF CHINESE ACADEMY OF SCIENCES   (China)

Author keywords

Estimation model; Leaf area index; Opium; Opium poppy; Yield

Indexed keywords

ESTIMATION MODELS; LEAF AREA INDEX; OPIUM; OPIUM POPPY; YIELD;

CRIME; REGRESSION ANALYSIS; REMOTE SENSING;

ESTIMATION;

AGRICULTURAL POLICY; CROP YIELD; CULTIVATION; DICOTYLEDON; DRUG; ESTIMATION METHOD; HARVESTING; LEAF AREA INDEX; REGRESSION ANALYSIS; REMOTE SENSING;

CHINA;

PAPAVER; PAPAVER SOMNIFERUM;

EID: 79551685352     PISSN: 01681699     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.compag.2010.12.003     Document Type: Article

References (21)

1. Chen J.M., Black T.A. Defining leaf area index for nonflat leaves. Plant Cell Environment 1992, 15:421-429.
2. Chinese National Narcotics Control Commission (CNNCC), 2008. Poppy Crop Monitoring using Remote Sensing in North Myanmar 2008 (Interior Material). Beijing.
3. Chuinsiri S., Blasco F., Bellan M.-F., Kergoat L. A poppy survey using high resolution remote sensing data. International Journal of Remote Sensing 1997, 18:393-407.
4. Ciccarone D., Unick G.J., Kraus A. Impact of South American heroin on the US heroin market 1993-2004. International Journal of Drug Policy 2009, 20:392-401.
5. Darvishzadeh R., Skidmore A., Schlerf M., Atzberger C. Inversion of a radiative transfer model for estimating vegetation chlorophyll in a heterogeneous grassland. Remote Sensing of Environment 2008, 112:2592-2604.
6. Dewick P.M. Medicinal Natural Products: A Biosynthetic Approach 1997, Wiley, New York.
7. Fang H., Liang S., Kuusk A. Retrieving leaf area index using a genetic algorithm with a canopy radiative transfer model. Remote Sensing of Environment 2003, 85:257-270.
8. Gibson A., Degenhardt L., Day C., McKetin R. Recent trends in heroin supply to markets in Australia, the United States and Western Europe. International Journal of Drug Policy 2005, 16:293-299.
9. Guan J., Nutter F.W. Relationships between defoliation, leaf area index, canopy reflectance, and forage yield in the alfalfa-leaf spot pathosystem. Computers and Electronics in Agriculture 2002, 37:97-112.
10. Johnson L.F., Roczen D.E., Youkhana S.K., Nemani R.R., Bosch D.F. Mapping vineyard leaf area with multispectral satellite imagery. Computers and Electronics in Agriculture 2003, 38:33-44.
11. Jonckheere I., Fleck S., Nackaert K., Muys B., Pol Coppin P., Weiss M., Baret F. Review of methods for in situ leaf area index determination. Part I. Theories, sensors and hemispherical photography. Agricultural and Forest Meteorology 2004, 121:19-35.
12. Schiff P.L. Opium and its alkaloids. American Journal of Pharmaceutical Education 2002, 66:186-194.
13. Tang S., Chen J.M., Zhu Q., Li X., Chen M., Sun R., Zhou Y., Deng F., Xie D. LAI inversion algorithm based on directional reflectance kernels. Journal of Environmental Management 2007, 85:638-648.
14. Tian Y.C., Wu, B.F., Zhang L., Li, Q.Z., Jia K., Wen, M.P., 2011. Opium poppy monitoring with remote sensing in North Myanmar. International Journal of Drug Policy (accepted).
15. United Nations Office on Drugs and Crime Myanmar Opium Survey 2003 2003, United Nations, New York.
16. United Nations Office on Drugs and Crime 2007 World Drug Report 2007, United Nations, New York.
17. United Nations Office on Drugs and Crime 2008 World Drug Report 2008, United Nations, New York.
18. United Nations Office on Drugs and Crime 2009 World Drug Report 2009, United Nations, New York.
19. Weiss M., Baret F., Smith G.J., Jonckheere I., Coppin P. Review of methods for in situ leaf area index (LAI) determination. Part II. Estimation of LAI, errors and sampling. Agricultural and Forest Meteorology 2004, 121:37-53.
20. Xavier A.C., Vettorazzi C.A. Mapping leaf area index through spectral vegetation indices in a subtropical watershed. International Journal of Remote Sensing 2004, 25:1661-1672.
21. Yao Y.J., Liu Q.H., Liu Q., Li X.W. LAI retrieval and uncertainty evaluations for typical row-planted crops at different growth stages. Remote Sensing of Environment 2008, 112:94-106.