How good is your weed map? A comparison of spatial interpolators

Weed Science

Volumn 51, Issue 1, 2003, Pages 44-55

  Dille, J Anita ^a,b   Milner, Maribeth ^a   Groeteke, Jeremy J ^a   Mortensen, David A ^a   Williams II, Martin M ^a  

^a UNIVERSITY OF NEBRASKA LINCOLN   (United States)

^b KANSAS STATE UNIVERSITY   (United States)

Author keywords

ABUTH; APCCA; HELAN; Inverse distance weighting; Kriging; Minimum curvature; Multiquadric; Radial basis function; SETSS

Indexed keywords

FARMING SYSTEM; INTERPOLATION; MAPPING; SEEDLING; SPECIES DIVERSITY; WEED;

ABUTILON THEOPHRASTI; ALOPECURUS PRATENSIS; APOCYNUM CANNABINUM; CANNABIS; GLYCINE MAX; HELIANTHUS; HELIANTHUS ANNUUS; ZEA MAYS;

EID: 5044227257     PISSN: 00431745     EISSN: None     Source Type: Journal    
DOI: 10.1614/0043-1745(2002)051[0044:HGIYWM]2.0.CO;2     Document Type: Article

References (32)

1. Abtew, W., J. Obeysekera, and G. Shih. 1993. Spatial analysis for monthly rainfall in south Florida. Water Res. Bull. 29:179-188.
2. Brain, P. and R. Cousens. 1990. The effect of weed distribution on predictions of yield loss. J. Appl. Ecol. 27:735-742.
3. Briggs, I. C. 1974. Machine contouring using minimum curvature. Geophysics 39:39-48.
4. Burnside, O. C., R. G. Wilson, S. Weisberg, and K. G. Hubbard. 1996. Seed longevity of 41 weed species buried 17 years in eastern and western Nebraska. Weed Sci. 44:74-86.
5. Cardina, J., D. H. Sparrow, and E. L. McCoy. 1995. Analysis of spatial distribution of common lambsquarters (Chenopodium album) in no-till soybean (Glycine max). Weed Sci. 43:258-268.
6. Cooke, R. A., S. Mostaghimi, and J. B. Campbell. 1993. Assessment of methods for interpolating steady-state infiltrability. Trans. ASAE 36:1333-1341.
7. Dessaint, F. and J. P. Caussanel. 1994. Trend surface analysis: a simple tool for modelling spatial patterns of weeds. Crop Prot. 13:433-438.
8. Dieleman, J. A. and D. A. Mortensen. 1999. Characterizing the spatial pattern of Abutilon theophrasti seedling patches. Weed Res. 39:455-467.
9. Dieleman, J. A., D. A. Mortensen, A. R. Martin, and D. Y. Wyse-Pester. 1999. Influence of velvetleaf (Abutilon theophrasti) and common sunflower (Helianthus annuus) density on weed management outcomes. Weed Sci. 47:81-89. [Errata 47(2):254]
10. Donald, W. W. 1994. Geostatistics for mapping weeds, with a Canada thistle (Cirsium arvense) patch as a case study. Weed Sci. 42:648-657.
11. Forcella, F., R. G. Wilson, K. A. Renner, J. Dekker, R. G. Harvey, D. A. Alm, D. D. Buhler, and J. Cardina. 1992. Weed seedbanks in the U.S. corn belt: magnitude, variation, emergence, and application. Weed Sci. 40:636-644.
12. Gallichand, J., G. D. Buckland, D. Marcotte, and M. J. Hendry. 1992. Spatial interpolation of soil salinity and sodicity for a saline soil in southern Alberta. Can. J. Soil Sci. 72:503-516.
13. Gallichand, J. and D. Marcotte. 1993. Mapping clay content for subsurface drainage in the Nile Delta. Geoderma 58:165-179.
14. Gerhards, R., M. Sökefeld, K. Schulze-Lohne, D. A. Mortensen, and W. Kühbauch. 1997a. Site specific weed control in winter wheat. J. Agron. Crop Sci. 178:219-225.
15. Gerhards, R., D. Y. Wyse-Pester, D. A. Mortensen, and G. A. Johnson. 1997b. Characterizing spatial stability of weed populations using interpolated maps. Weed Sci. 45:108-119.
16. Gotway, C. A., R. B. Ferguson, G. W. Hergert, and T. A. Peterson. 1996. Comparison of kriging and inverse-distance methods for mapping soil parameters. Soil Sci. Soc. Am. J. 60:1237-1247.
17. Heisel, T., A. K. Ersboll, and C. Andreasen. 1999. Weed mapping with co-kriging using soil properties. Prec. Agric. 1:39-52.
18. Hosseini, E., J. Gallichand, and D. Marcotte. 1994. Theoretical and experimental performance of spatial interpolation methods for soil salinity analysis. Trans. ASAE 37:1799-1807.
19. Isaaks, E. H. and R. M. Srivastava. 1989. An Introduction to Applied Geostatistics. New York: Oxford University Press, pp. 249-266, 278-322.
20. Johnson, G. A., D. A. Mortensen, and C. A. Gotway. 1996. Spatial and temporal analysis of weed seedling populations using geostatistics. Weed Sci. 44:704-710.
21. Johnson, G. A., D. A. Mortensen, L. J. Young, and A. R. Martin. 1995. The stability of weed seedling population models and parameters in eastern Nebraska corn (Zea mays) and soybean (Glycine max) fields. Weed Sci. 43:604-611.
22. Lindquist, J. L., J. A. Dieleman, D. A. Mortensen, G. A. Johnson, and D. Y. Wyse-Pester. 1998. Economic importance of managing spatially heterogeneous weed populations. Weed Technol. 12:7-13.
23. Mortensen, D. A., G. A. Johnson, and L. J. Young. 1993. Weed distribution in agricultural fields. Pages 113-124 in P. C. Robert and R. H. Rust, eds. Soil Specific Crop Management. Madison, WI: American Society of Agronomy.
24. Neeser, C., J. A. Dieleman, and D. A. Mortensen. 1999. Density dependant velvetleaf (Abutilon theophrasti) seedling survival in response to post-emergence herbicide applications. Page 337 in Proceedings of the Weed Science Society of America. San Diego, CA: Weed Science Society of America.
25. Nuss, W. A. and D. W. Titley. 1994. Use of multiquadric interpolation for meteorological objective analysis. Monthly Weather Rev. 122:1611-1631.
26. Smith, W.H.R. and P. Wessel. 1990. Gridding with continuous curvature splines in tension. Geophysics 55:293-305.
27. Teo-Sherrell, C.P.A. 1996. The Fates of Weed Seeds. Ph.D. dissertation. University of Nebraska, Lincoln, NE.
28. Wallinga, J. 1995. The role of space in plant population dynamics: annual weeds as an example. Oikos 74:377-383.
29. Watson, D. F. 1992. Contouring-A Guide to the Analysis and Display of Spatial Data. Tarrytown, NY: Pergamon Press, pp. 118-130.
30. Wiles, L. J., G. W. Oliver, A. C. York, H. J. Gold, and G. G. Wilkerson. 1992. Spatial distribution of broadleaf weeds in North Carolina soybean (Glycine max) fields. Weed Sci. 40:554-557.
31. Williams, M. M., II, R. Gerhards, and D. A. Mortensen. 1999. Spatiotemporal outcomes of site-specific weed management in maize. Pages 897-906 in J. V. Stafford, ed. Precision Agriculture '99. Sheffield, Great Britain: Society of Chemical Industry.
32. Wilson, B. J. and P. Brain. 1991. Long-term stability of distribution of Alopecurus myosuroides Huds. within cereal fields. Weed Res. 31:367-373.