Abstract
Soybean (Glycine max L. Merrill) is an economically important commodity for United States agriculture. Nonetheless, the profitability of soybean production has been negatively impacted by soybean diseases. The economic impacts of 23 common soybean diseases were estimated in 28 soybean-producing states in the U.S., from 1996 to 2016 (the entire data set consisted of 13,524 data points). Estimated losses were investigated using a variety of statistical approaches. The main effects of state, year, pre- and post-discovery of soybean rust, region, and zones based on yield, harvest area, and production, were significant on “total economic loss” as a function of diseases. Across states and years, the soybean cyst nematode, charcoal rot, and seedling diseases were the most economically damaging diseases while soybean rust, bacterial blight, and southern blight were the least economically damaging. A significantly greater mean loss (51%) was observed in states/years after the discovery of soybean rust (2004 to 2016) compared to the pre-discovery (1996 to 2003). From 1996 to 2016, the total estimated economic loss due to soybean diseases in the U.S. was $95.48 billion, with $80.89 billion and $14.59 billion accounting for the northern and southern U.S. losses, respectively. Over the entire time period, the average annual economic loss due to soybean diseases in the U.S. reached nearly $4.55 billion, with approximately 85% of the losses occurring in the northern U.S. Low yield/harvest/production zones had significantly lower mean economic losses due to diseases in comparison to high yield/harvest/production zones. This observation was further bolstered by the observed positive linear correlation of mean soybean yield loss (in each state, due to all diseases considered in this study, across 21 years) with the mean state wide soybean production (MT), mean soybean yield (kg ha-1), and mean soybean harvest area (ha). Results of this investigation provide useful insights into how research, policy, and educational efforts should be prioritized in soybean disease management.
Document Type
Article
Publication Date
4-2-2020
Digital Object Identifier (DOI)
https://doi.org/10.1371/journal.pone.0231141
Funding Information
The parent project began in 2009 with funding from the United Soybean Board under code 1420-532-5637, awarded to J. Allen Wrather and Steve Koenning. From 2012 to 2016, further funding under the original parent project was received primarily by Carl Bradley, with Paul Esker and Tom Allen also members of the project under codes: 2215 (2012), 1420-532-5637 (2014), 1520-532-5637 (2015), and 1620-532-5637 (2016).
Repository Citation
Bandara, Ananda Y.; Weerasooriya, Dilooshi K.; Bradley, Carl A.; Allen, Tom W.; and Esker, Paul D., "Dissecting the Economic Impact of Soybean Diseases in the United States over Two Decades" (2020). Plant Pathology Faculty Publications. 93.
https://uknowledge.uky.edu/plantpath_facpub/93
S1 Table. Common names of the diseases considered in the study and Latin binomial of the pathogen(s) causing each disease. https://doi.org/10.1371/journal.pone.0231141.s001
pone.0231141.s002.docx (18 kB)
S2 Table. Total state-wide economic losses due to soybean diseases (in million USD) from 12 northern states in the United States from 1996 to 2016. https://doi.org/10.1371/journal.pone.0231141.s002
pone.0231141.s003.docx (20 kB)
S3 Table. Total state-wide economic losses due to soybean diseases (in million USD) from 16 southern states in the United States from 1996 to 2016. https://doi.org/10.1371/journal.pone.0231141.s003
pone.0231141.s004.docx (26 kB)
S4 Table. Estimated annual (from 1996 to 2016) soybean economic losses (in million USD) due to diseases across 28 states within the United States (AL, AR, DE, FL, GA, IA, IL, IN, KS, KY, LA, MD, MI, MN, MO, NC, ND, NE, OH, OK, PA, SC, SD, TN, TX, VA,and WI). https://doi.org/10.1371/journal.pone.0231141.s004
pone.0231141.s005.docx (21 kB)
S5 Table. Estimated cumulative soybean economic losses from 1996 to 2016 (in million USD) as a result of diseases affecting soybean from 12 states in the northern United States. https://doi.org/10.1371/journal.pone.0231141.s005
pone.0231141.s006.docx (22 kB)
S6 Table. Estimated cumulative soybean economic losses from 1996 to 2016 (in million USD) as a result of diseases affecting soybean from 16 states in the southern United States. https://doi.org/10.1371/journal.pone.0231141.s006
pone.0231141.s007.docx (27 kB)
S7 Table. Estimated cumulative soybean economic losses (in U.S. dollars per hectare) due to diseases in 28 states within the United States (AL, AR, DE, FL, GA, IA, IL, IN, KS, KY, LA, MD, MI, MN, MO, NC, ND, NE, OH, OK, PA, SC, SD, TN, TX, VA, and WI) from 1996 to 2016. https://doi.org/10.1371/journal.pone.0231141.s007
pone.0231141.s008.docx (23 kB)
S8 Table. Estimated cumulative soybean economic losses from 1996 to 2016 (in U.S. dollars per hectare) as a result of diseases affecting soybean from 16 states in the southern United States. https://doi.org/10.1371/journal.pone.0231141.s008
pone.0231141.s009.docx (21 kB)
S9 Table. Estimated cumulative economic losses from 1996 to 2016 (in U.S. dollars per hectare) as a result of diseases affecting soybean from 12 states in the northern United States. https://doi.org/10.1371/journal.pone.0231141.s009
pone.0231141.s010.docx (25 kB)
S10 Table. Estimated cumulative economic losses (in U.S. dollars per hectare) associated with soybean diseases (n = 23) observed from a total of 28 states within each of two regions in the United States, pre- and post-discovery of soybean rust, harvest/yield/production zones (factors) of a period from 1996 to 2016. https://doi.org/10.1371/journal.pone.0231141.s010
pone.0231141.s011.docx (18 kB)
S11 Table. Estimated cumulative soybean economic losses (in U.S. dollars per hectare) due to disease categories across 28 states within the United States (AL, AR, DE, FL, GA, IA, IL, IN, KS, KY, LA, MD, MI, MN, MO, NC, ND, NE, OH, OK, PA, SC, SD, TN, TX, VA, and WI) from 1996 to 2016. https://doi.org/10.1371/journal.pone.0231141.s011
pone.0231141.s012.docx (21 kB)
S12 Table. Estimated cumulative soybean economic losses from 1996 to 2016 (in U.S. dollars per hectare) due to disease categories in 16 southern and 12 northern states within the United States. https://doi.org/10.1371/journal.pone.0231141.s012
pone.0231141.s013.docx (19 kB)
S13 Table. Estimated cumulative economic losses (from 1996 to 2016 in U.S. dollars per hectare) due to disease categories observed from a total of 28 states within each of two regions in the United States, pre- and post-discovery of soybean rust, harvest/yield/production zones. https://doi.org/10.1371/journal.pone.0231141.s013
Notes/Citation Information
Published in PLOS ONE, v. 15, no. 4, 0231141, p.1-28.
© 2020 Bandara et al.
This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.