TY - JOUR
T1 - Delineating site-specific management zones for pH-induced iron chlorosis
AU - Kyaw, T.
AU - Ferguson, R. B.
AU - Adamchuk, V. I.
AU - Marx, D. B.
AU - Tarkalson, D. D.
AU - McCallister, D. L.
N1 - Funding Information:
Acknowledgements The authors express their appreciation to Glen Slater, Jim Peterson, Maribeth Milner, and Lesli Rawlings for their assistance with data collection, analysis and interpretation for this study. The authors gratefully acknowledge Pioneer Hi-Bred International and the University of Nebraska Agricultural Research Division for financial support, and also thank local producers Dale Large, Dave Baurle, Ernie Mehls, Steve and Ed Kyes, and Todd Schutz for their support and cooperation.
PY - 2008/4
Y1 - 2008/4
N2 - Iron chlorosis can limit crop yield, especially on calcareous soil. Typical management for iron chlorosis includes the use of iron fertilizers or chlorosis tolerant cultivars. Calcareous and non-calcareous soil can be interspersed within fields. If chlorosis-prone areas within fields can be predicted accurately, site-specific use of iron fertilizers and chlorosis-tolerant cultivars might be more profitable than uniform management. In this study, the use of vegetation indices (VI) derived from aerial imagery, on-the-go measurement of soil pH and apparent soil electrical conductivity (EC a) were evaluated for their potential to delineate chlorosis management zones. The study was conducted at six sites in 2004 and 2005. There was a significant statistical relationship between grain yield and selected properties at two sites (sites 1 (2005) and 3), moderate relationships at sites 2 and 4, and weak relationships at site 5. For sites 1 (2005) and 3, and generally across all sites, yield was predicted best with the combination of NDVI and deep ECa. These two properties were used to delineate chlorosis management zones for all sites. Sites 1 and 3 showed a good relationship between delineated zones and the selected properties, and would be good candidates for site-specific chlorosis management. For site 5, differences in the properties between mapped zones were small, and the zones had weak relationships to yield. This site would be a poor candidate for site-specific chlorosis management. Based on this study, the delineation of chlorosis management zones from aerial imagery combined with soil ECa appears to be a useful tool for the site-specific management of iron chlorosis.
AB - Iron chlorosis can limit crop yield, especially on calcareous soil. Typical management for iron chlorosis includes the use of iron fertilizers or chlorosis tolerant cultivars. Calcareous and non-calcareous soil can be interspersed within fields. If chlorosis-prone areas within fields can be predicted accurately, site-specific use of iron fertilizers and chlorosis-tolerant cultivars might be more profitable than uniform management. In this study, the use of vegetation indices (VI) derived from aerial imagery, on-the-go measurement of soil pH and apparent soil electrical conductivity (EC a) were evaluated for their potential to delineate chlorosis management zones. The study was conducted at six sites in 2004 and 2005. There was a significant statistical relationship between grain yield and selected properties at two sites (sites 1 (2005) and 3), moderate relationships at sites 2 and 4, and weak relationships at site 5. For sites 1 (2005) and 3, and generally across all sites, yield was predicted best with the combination of NDVI and deep ECa. These two properties were used to delineate chlorosis management zones for all sites. Sites 1 and 3 showed a good relationship between delineated zones and the selected properties, and would be good candidates for site-specific chlorosis management. For site 5, differences in the properties between mapped zones were small, and the zones had weak relationships to yield. This site would be a poor candidate for site-specific chlorosis management. Based on this study, the delineation of chlorosis management zones from aerial imagery combined with soil ECa appears to be a useful tool for the site-specific management of iron chlorosis.
KW - Iron chlorosis
KW - Management zone delineation
KW - Soil pH
UR - http://www.scopus.com/inward/record.url?scp=41549099518&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=41549099518&partnerID=8YFLogxK
U2 - 10.1007/s11119-008-9059-z
DO - 10.1007/s11119-008-9059-z
M3 - Article
AN - SCOPUS:41549099518
SN - 1385-2256
VL - 9
SP - 71
EP - 84
JO - Precision Agriculture
JF - Precision Agriculture
IS - 1-2
ER -