Assessment of soil electrical conductivity using remotely sensed thermal data

Agronomy Research

Volumn 16, Issue 3, 2018, Pages 784-793

  Krizova K ^a,b   Haberle, J ^b   Kroulik M ^a   Kumhalova J ^a   Lukas J ^b  

^a CZECH UNIVERSITY OF LIFE SCIENCES PRAGUE   (Czech Republic)

^b CROP RESEARCH INSTITUTE   (Czech Republic)

Author keywords

Heterogeneity; Kriging; Precision agriculture; UAV; Winter wheat

Indexed keywords

EID: 85050918618     PISSN: 1406894X     EISSN: None     Source Type: Journal    
DOI: 10.15159/AR.18.111     Document Type: Article

References (19)

1. Bulanon, D.M., Burks, T.F. & Alchantis, V. 2008. Study on temporal variation in citrus canopy using thermal imaging for citrus fruit detection. Biosystems Engineering 101, 161-171.
2. Cai, J. & Cespedes, M. 2012. Plant temperature measurement and analysis from infrared images. In: 27th Conference on Image and Vision Computing New Zealand. IVCNZ, Dunedin, pp. 406-411.
3. Camoglu, G., Demirel, K. & Levent, G. 2017. Use of infrared thermography and hyperspectral data to detect effects of water stress on pepper. Quantitative InfraRed Thermography Journal, DOI: 10.1080/17686733.2017.1331008.
4. Corwin, D.I. & Lesch, S.M. 2003. Applicaion of Soil Electrical Conductivity to Precision Agriculture: Theory, Principles, and Guidelines. Agronomy Journal 95, 445-471.
5. Corwin, D.L. & Lesch, S.M. 2005. Apparent soil electrical conductivity measurements in agriculture. Computers and Electronics in Agriculture 46, 11-43.
6. Ishimwe, R., Abutaleb, K. & Ahmed, F. 2014. Applications of Thermal Imaging in Agriculture A Review. Advances in Remote Sensing 3, 128-140.
7. Jones, H.G. & Vaughan, R.A. 2010. Remote Sensing of Vegetation: Principles, techniques and applications. Oxford University Press, Oxford, 353 pp.
8. Khanal, S., Fulton, J. & Shearer, S. 2017. An overview of current and potential applications of thermal remote sensing in precision agriculture. Computer and Electronics in Agriculture 139, 22-32.
9. Kumhálová J., Kumhála, F., Kroulík, M. & Matějková, Š. 2011. The impact of topography on soil properties and yield and the effects of weather conditions. Precision Agriculture 12, 813-830.
10. Logsdon S.D. 2008. Soil Science: Step-by-step Field Analysis. ASA-CSSA-SSSA, Madison, 251 pp.
11. Malin, J.P. & Faulin, G.CH. 2013. Spatial and Temporal variability of soil electrical conductivity related to soil moisture. Scientia Agricola 70, 1-5.
12. Mattikalli, N.M., Engman, E.T., Jackson, T.J. & Ahuja, L.R. 1998. Microwave remote sensing of temporal variations of brightness temperature and near-surface soil water content during a watershed-scale field experiment and its application to the estimation of soil physical properties. Water Resources Research 34, 2289-2299.
13. Richards, J.A. 1993. Remote Sensing Digital Image Analysis: An Introduction. Springer-Verlag, Berlin, 340 pp.
14. RStudio Team 2016. RStudio: Integrated Development for R. RStudio, Inc., Boston, MA URL http://www.rstudio.com/.
15. rd Edition. W.H. Freeman, New York, 494 pp.
16. Sahoo, R.N., Ray, S.S. & Manjunath, K.R. 2015. Hyperspectral remote sensing of agriculture. Current Science 108, 848-859.
17. Sassenrath, G.F. & Kulesza, S. 2017. Measuring Soil Electrical Conductivity to Delineate Zones of Variability in Production Fields. In: SEARC Agricultural Research 2017. Kansas State University, Manhattan, pp. 64-72.
18. Stajnko, D., Lakota, M. & Hočevar, M.2004. Estimation of number and diameter of apple fruits in an orchard during the growing season by thermal imaging. Computer and Electronics in Agriculture 42, 31-42.
19. Valente, D.S.M., DeQueiroz, D.M., Pinto, F.A.C., Santos, N.T. & Santos, F.L. 2012. The relationship between apparent soil electrical conductivity and soil properties. Revista Ciência Agronômica 43, 683-690.