1
|
McCoy AG, Jacobs JL, Chilvers MI. Host Range Characterization of Phytophthora sansomeana Across Corn, Soybean, Wheat, Winter Cereal Rye, Dry Bean, and Oats and an In Vitro Assessment of Seed Treatment Sensitivity. PLANT DISEASE 2024; 108:2710-2721. [PMID: 38600772 DOI: 10.1094/pdis-11-23-2303-re] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/12/2024]
Abstract
Formally described in 2009, Phytophthora sansomeana is a pathogen of increasing interest in native, agricultural, and horticulturally important plant species. The objective of this study was to elucidate the symptomatic and asymptomatic host range of P. sansomeana on six agricultural crop species commonly used in field crop rotations in Michigan. In addition, sensitivity to oomicides commonly used in seed treatments, including oxathiapiprolin, mefenoxam, ethaboxam, and pyraclostrobin, was performed to aid in disease management recommendations. Plant biomass, quantity of P. sansomeana DNA in roots, and reisolations were used to assess pathogenicity and virulence of 18 isolates of P. sansomeana on each plant species using an inoculated seedling growth chamber assay. Isolates displayed varying levels of virulence to the hosts tested. Reisolations were completed for each plant species tested, and varying quantities of P. sansomeana DNA were found within all plant species root samples. Corn, wheat, soybean, dry bean, and winter cereal rye plants were symptomatic hosts with significant reduction observed in the total plant biomass. No significant reduction in total plant biomass was observed in oats, and oat roots harbored the least amount of P. sansomeana DNA. No P. sansomeana isolates were insensitive to the oomicide compounds tested with mean absolute inhibition (EC50) values of fungicide required for 50% growth inhibition values of 7.8 × 10-2 μg/ml for mefenoxam, 1.13 × 10-1 μg/ml for ethaboxam, 2.6 × 10-2 μg/ml for oxathiapiprolin, and 3.04 × 10-1 μg/ml for pyraclostrobin. These results suggest that common crop rotations in Michigan may not be a viable option to reduce soilborne inoculum accumulation and oomicide seed treatments could be considered for early-season management of P. sansomeana.
Collapse
Affiliation(s)
- Austin G McCoy
- Department of Plant, Soil and Microbial Sciences, Michigan State University, East Lansing, MI
| | - Janette L Jacobs
- Department of Plant, Soil and Microbial Sciences, Michigan State University, East Lansing, MI
| | - Martin I Chilvers
- Department of Plant, Soil and Microbial Sciences, Michigan State University, East Lansing, MI
| |
Collapse
|
2
|
Ghidoli M, Geuna F, De Benedetti S, Frazzini S, Landoni M, Cassani E, Scarafoni A, Rossi L, Pilu SR. Genetic study of Camelina sativa oilseed crop and selection of a new variety by the bulk method. FRONTIERS IN PLANT SCIENCE 2024; 15:1385332. [PMID: 38863552 PMCID: PMC11165348 DOI: 10.3389/fpls.2024.1385332] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/12/2024] [Accepted: 05/06/2024] [Indexed: 06/13/2024]
Abstract
Camelina sativa, commonly referred to as camelina or false flax, has emerged as a promising cover crop with the potential to mitigate climate change-a pressing global challenge that demands urgent and sustainable solutions. Belonging to the Brassicaceae family and native to Europe and Central Asia, camelina is an oilseed crop known for its resilience in diverse climates, including arid and semi-arid regions, making it adaptable to various environments. A breeding program started from a study of six winter varieties and five spring varieties of camelina is described: these genetic materials were characterized by SSRs molecular markers and by GBS technique. Molecular data clearly showed all spring varieties were genetically similar and distinguishable from the winter varieties, which, in turn, clustered together. Using molecular data, parental varieties belonging to the two different clusters were selected to generate new genetic variability. The new variety obtained, selected through the bulk method based on three parameters: yield, earliness, and weight of 1000 seeds, has allowed the generation of the new genetic material provisionally named C1244. Chemical characterization was performed (bromatological and glucosinolates analysis) to better describe C1244 in comparison with benchmark varieties. The new variety exhibited early maturity, similar to spring varieties, making this genetic material promising for use in intercropping systems, a high weight of 1000 seeds (1.46 g) which improves and facilitates seeding/harvesting operations and a high oil content (33.62%) akin to winter varieties making it valuable for human and animal food purposes.
Collapse
Affiliation(s)
- Martina Ghidoli
- Department of Agricultural and Environmental Sciences - Production, Landscape and Agroenergy, University of Milan, Milan, Italy
| | - Filippo Geuna
- Department of Agricultural and Environmental Sciences - Production, Landscape and Agroenergy, University of Milan, Milan, Italy
| | - Stefano De Benedetti
- Department of Food, Environmental and Nutritional Sciences, University of Milan, Milan, Italy
| | - Sara Frazzini
- Department of Veterinary Medicine and Animal Sciences, University of Milan, Lodi, Italy
| | - Michela Landoni
- Department of Earth and Environmental Sciences, University of Pavia, Pavia, Italy
| | - Elena Cassani
- Department of Agricultural and Environmental Sciences - Production, Landscape and Agroenergy, University of Milan, Milan, Italy
| | - Alessio Scarafoni
- Department of Food, Environmental and Nutritional Sciences, University of Milan, Milan, Italy
| | - Luciana Rossi
- Department of Veterinary Medicine and Animal Sciences, University of Milan, Lodi, Italy
| | - Salvatore Roberto Pilu
- Department of Agricultural and Environmental Sciences - Production, Landscape and Agroenergy, University of Milan, Milan, Italy
| |
Collapse
|
3
|
Pimentel MF, Srour AY, Warner AJ, Bond JP, Bradley CA, Rupe J, Chilvers MI, Rojas JA, Jacobs JL, Little CR, Robertson AE, Giesler LJ, Malvick D, Wise K, Tenuta A, Fakhoury AM. Ecology and diversity of culturable fungal species associated with soybean seedling diseases in the Midwestern United States. J Appl Microbiol 2022; 132:3797-3811. [PMID: 35226387 PMCID: PMC9311804 DOI: 10.1111/jam.15507] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2021] [Revised: 01/29/2022] [Accepted: 02/21/2022] [Indexed: 12/03/2022]
Abstract
AIMS To isolate and characterize fungi associated with diseased soybean seedlings in Midwestern soybean production fields and to determine the influence of environmental and edaphic factors on their incidence. METHODS AND RESULTS Seedlings were collected from fields with seedling disease history in 2012 and 2013 for fungal isolation. Environmental and edaphic data associated with each field was collected. 3036 fungal isolates were obtained and assigned to 76 species. The most abundant genera recovered were Fusarium (73%) and Trichoderma (11.2%). Other genera included Mortierella, Clonostachys, Rhizoctonia, Alternaria, Mucor, Phoma, Macrophomina and Phomopsis. Most recovered species are known soybean pathogens. However, non-pathogenic organisms were also isolated. Crop history, soil density, water source, precipitation and temperature were the main factors influencing the abundance of fungal species. CONCLUSION Key fungal species associated with soybean seedling diseases occurring in several US production regions were characterized. This work also identified major environment and edaphic factors affecting the abundance and occurrence of these species. SIGNIFICANCE AND IMPACT OF THE STUDY The identification and characterization of the main pathogens associated with seedling diseases across major soybean-producing areas could help manage those pathogens, and devise more effective and sustainable practices to reduce the damage they cause.
Collapse
Affiliation(s)
- Mirian F. Pimentel
- Department of Agricultural SciencesSouthern Illinois UniversityCarbondaleIllinoisUSA
| | - Ali Y. Srour
- USDA, ARS, New England Plant, Soil, and Water LaboratoryOronoMaineUSA
| | | | - Jason P. Bond
- Department of Agricultural SciencesSouthern Illinois UniversityCarbondaleIllinoisUSA
| | - Carl A. Bradley
- Department of Plant PathologyUniversity of Kentucky Research and Educational CenterPrincetonKentuckyUSA
| | - John Rupe
- Department of Entomology and Plant PathologyUniversity of ArkansasFayettevilleArkansasUSA
| | - Martin I. Chilvers
- Department of Plant, Soil and Microbial SciencesMichigan State UniversityEast LansingMichiganUSA
| | - J. Alejandro Rojas
- Department of Plant, Soil and Microbial SciencesMichigan State UniversityEast LansingMichiganUSA
| | - Janette L. Jacobs
- Department of Plant, Soil and Microbial SciencesMichigan State UniversityEast LansingMichiganUSA
| | | | - Alison E. Robertson
- Department of Plant Pathology and MicrobiologyIowa State UniversityAmesIowaUSA
| | - Loren J. Giesler
- Department of Plant PathologyUniversity of Nebraska‐LincolnLincolnNebraskaUSA
| | - Dean Malvick
- Department of Plant PathologyUniversity of MinnesotaMinneapolisMinnesotaUSA
| | - Kiersten Wise
- Department of Botany and Plant PathologyPurdue UniversityWest LafayetteIndianaUSA
| | - Albert Tenuta
- Ontario Ministry of AgricultureFood and Rural Affairs (OMAFRA)RidgetownOntarioUSA
| | - Ahmad M. Fakhoury
- Department of Agricultural SciencesSouthern Illinois UniversityCarbondaleIllinoisUSA
| |
Collapse
|
4
|
Acharya J, Moorman TB, Kaspar TC, Lenssen AW, Gailans S, Robertson AE. Effect of Planting into a Green Winter Cereal Rye Cover Crop on Growth and Development, Seedling Disease, and Yield of Corn. PLANT DISEASE 2022; 106:114-120. [PMID: 34253039 DOI: 10.1094/pdis-04-21-0836-re] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
Terminating winter cereal rye (Secale cereale L.) cover crops ≥10 days before planting (DBP) corn is recommended to minimize seedling disease and potential yield loss. In Iowa, cold temperatures and frequent precipitation can prevent farmers from following that recommendation and sometimes force them to plant corn while the rye plants are still green, referred to as "planting green" (PG). A field trial was established to evaluate the effect of rye termination shortly before or after corn planting on growth, seedling root disease, and yield of corn. A rye cover crop was terminated 17 and 3 DBP and 6 and 12 days after planting (DAP) corn; corn planted following no rye was included as a control. Rye biomass, C/N ratio, and N accumulation increased when terminated 6 or 12 DAP corn compared with rye terminated 17 or 3 DBP corn. Corn seedlings were taller from the PG treatments. More radicle root rot was observed when rye was terminated 3 DBP, 6 DAP, and 12 DAP corn than for the 17 DBP treatment and the no-rye control. Generally, greater Pythium clade B populations were detected on radicles and seminal roots of corn from the PG treatments. Corn populations, ears, or barren plants were not affected by the treatments. In both years, the no-rye control had the greatest corn yield and the 12 DAP treatment had the lowest yield. Our results suggest that PG increased corn seedling root disease and contributed to reduced corn yield.
Collapse
Affiliation(s)
- J Acharya
- Department of Plant Pathology and Microbiology, Iowa State University, Ames, IA 50011
| | - T B Moorman
- National Laboratory for Agriculture and the Environment, U.S. Department of Agriculture Agricultural Research Service, Ames, IA 50011
| | - T C Kaspar
- National Laboratory for Agriculture and the Environment, U.S. Department of Agriculture Agricultural Research Service, Ames, IA 50011
| | - A W Lenssen
- Department of Agronomy, Iowa State University, Ames, IA 50011
| | - S Gailans
- Practical Farmers of Iowa, Ames, IA 50010
| | - A E Robertson
- Department of Plant Pathology and Microbiology, Iowa State University, Ames, IA 50011
| |
Collapse
|
5
|
Kurtz SM, Acharya J, Kaspar TC, Robertson AE. Influence of Spatial Planting Arrangement of Winter Rye Cover Crop on Corn Seedling Disease and Corn Productivity. PLANT DISEASE 2021; 105:4014-4024. [PMID: 34253043 DOI: 10.1094/pdis-04-21-0764-re] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
Despite numerous environmental benefits associated with cover crop (CC) use, some farmers are reluctant to include CCs in their production systems because of reported yield declines in corn. There are numerous potential reasons for this yield decline, including seedling disease. A winter rye CC can serve as a "green bridge" for corn seedling pathogens. We hypothesized that proximity of corn seedling roots to decaying rye CC roots contributes to corn seeding disease. An experimental field plot and an on-farm study were conducted over 2 years to evaluate growth, development, and disease severity of corn seedlings planted at various distances from decaying winter rye CC plants. The experimental field plot study was conducted in a no-till corn-soybean rotation with five replications of a winter rye CC treatment seeded as (i) no-CC control, (ii) broadcast, (iii) 19-cm drilled rows, and (iv) 76-cm drilled rows. The on-farm study was no-till corn-soybean rotation with four replications of a winter rye CC seeded as 38-cm drilled rows, 76-cm drilled rows, and no-CC control. The corn was planted on 76-cm rows shortly after rye was terminated. With multiple seeding arrangements of winter rye, corn was planted at different distances from winter rye. Corn radicle root rot severity and incidence, shoot height, shoot dry weight, corn height and chlorophyll at VT (tasseling), ear parameters, and yield were collected. Soil samples were taken in the corn row and the interrow at winter rye termination, corn planting, and corn growth stage V3 (three leaves with fully developed collars) to estimate the abundance of Pythium clade B members present in soil samples. Our results showed that increased distance between winter rye residue and corn reduced seedling disease and Pythium clade B populations in the radicles and soil and increased shoot dry weight, leaf chlorophyll, plant height, and yield. This suggests that physically distancing the corn crop from the winter rye CC is one way to reduce the negative effects of a winter rye CC on corn.
Collapse
Affiliation(s)
- Sarah M Kurtz
- Department of Plant Pathology and Microbiology, Iowa State University, Ames, IA 50011
| | - Jyotsna Acharya
- Department of Plant Pathology and Microbiology, Iowa State University, Ames, IA 50011
| | - Thomas C Kaspar
- National Laboratory for Agriculture and the Environment, U.S. Department of Agriculture Agricultural Research Service, Ames, IA 50011
- Department of Agronomy, Iowa State University, Ames, IA 50011
| | - Alison E Robertson
- Department of Plant Pathology and Microbiology, Iowa State University, Ames, IA 50011
| |
Collapse
|
6
|
Reeves ER, Kerns JP, Shew BB. Pythium spp. Associated with Root Rot and Stunting of Winter Crops in North Carolina. PLANT DISEASE 2021; 105:3433-3442. [PMID: 33988468 DOI: 10.1094/pdis-11-20-2403-re] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
Annual double-crop rotation systems that incorporate winter wheat, clary sage, or a cover crop are common in eastern North Carolina. Stunting and root rot of clary sage (Salvia sclarea L.) reduce yields of this crop, especially in wet soils. Stunting and reduced stand establishment also afflict winter cover crops, including rye, rapeseed, and winter pea. Pythium spp. are causal agents of root rot of winter wheat in this region, but their role in root rot and stunting of other winter crops is not understood. During the growing seasons of 2018 to 2019 and 2019 to 2020, samples of clary sage, rye, rapeseed, and winter pea displaying symptoms of stunting were collected across eastern North Carolina, resulting in the recovery of 420 isolates of Pythium from the roots of all hosts. Pythium irregulare, Pythium spinosum, and the complex Pythium sp. cluster B2A were the species most frequently isolated from clary sage. P. irregulare and P. spinosum were aggressive pathogens of clary sage at 18°C and caused moderate root rot at 28°C. Koch's postulates confirmed that isolates belonging to Pythium sp. cluster B2A, Pythium sylvaticum, Pythium pachycaule, Pythium aphanidermatum, Pythium myriotylum, and Pythium oopapillum are pathogens of clary sage. P. irregulare (37% of all isolates) and members of the species complex Pythium sp. cluster B2A (28% of all isolates) constituted the majority of isolates collected from all hosts and were the species most frequently isolated from rye, rapeseed, and winter pea. In pathogenicity assays, isolates representing P. irregulare and P. spinosum caused slight to moderate root necrosis on rye, rapeseed, and winter pea. Isolates representing Pythium sp. cluster B2A caused slight to moderate root necrosis on rapeseed and clary sage, but no symptoms on rye or winter pea.
Collapse
Affiliation(s)
- Ella R Reeves
- Department of Entomology and Plant Pathology, North Carolina State University, Raleigh, NC 27695
| | - James P Kerns
- Department of Entomology and Plant Pathology, North Carolina State University, Raleigh, NC 27695
| | - Barbara B Shew
- Department of Entomology and Plant Pathology, North Carolina State University, Raleigh, NC 27695
| |
Collapse
|
7
|
Chiluwal A, Haramoto ER, Hildebrand D, Naeve S, Poffenbarger H, Purcell LC, Salmeron M. Late-Season Nitrogen Applications Increase Soybean Yield and Seed Protein Concentration. FRONTIERS IN PLANT SCIENCE 2021; 12:715940. [PMID: 34691097 PMCID: PMC8527004 DOI: 10.3389/fpls.2021.715940] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/27/2021] [Accepted: 08/25/2021] [Indexed: 06/13/2023]
Abstract
Low seed and meal protein concentration in modern high-yielding soybean [Glycine max L. (Merr.)] cultivars is a major concern but there is limited information on effective cultural practices to address this issue. In the objective of dealing with this problem, this study conducted field experiments in 2019 and 2020 to evaluate the response of seed and meal protein concentrations to the interactive effects of late-season inputs [control, a liquid Bradyrhizobium japonicum inoculation at R3, and 202 kg ha-1 nitrogen (N) fertilizer applied after R5], previous cover crop (fallow or cereal cover crop with residue removed), and short- and full-season maturity group cultivars at three U.S. locations (Fayetteville, Arkansas; Lexington, Kentucky; and St. Paul, Minnesota). The results showed that cover crops had a negative effect on yield in two out of six site-years and decreased seed protein concentration by 8.2 mg g-1 on average in Minnesota. Inoculant applications at R3 did not affect seed protein concentration or yield. The applications of N fertilizer after R5 increased seed protein concentration by 6 to 15 mg g-1, and increased yield in Arkansas by 13% and in Minnesota by 11% relative to the unfertilized control. This study showed that late-season N applications can be an effective cultural practice to increase soybean meal protein concentration in modern high-yielding cultivars above the minimum threshold required by the industry. New research is necessary to investigate sustainable management practices that increase N availability to soybeans late in the season.
Collapse
Affiliation(s)
- Anuj Chiluwal
- Department of Plant and Soil Sciences, University of Kentucky, Lexington, KY, United States
| | - Erin R. Haramoto
- Department of Plant and Soil Sciences, University of Kentucky, Lexington, KY, United States
| | - David Hildebrand
- Department of Plant and Soil Sciences, University of Kentucky, Lexington, KY, United States
| | - Seth Naeve
- Department of Agronomy and Plant Genetics, University of Minnesota, Saint Paul, MN, United States
| | - Hanna Poffenbarger
- Department of Plant and Soil Sciences, University of Kentucky, Lexington, KY, United States
| | - Larry C. Purcell
- Department of Crop, Soil, and Environmental Sciences, University of Arkansas, Fayetteville, AR, United States
| | - Montserrat Salmeron
- Department of Plant and Soil Sciences, University of Kentucky, Lexington, KY, United States
| |
Collapse
|
8
|
Acharya J, Kaspar TC, Robertson AE. Effect of 6-Methoxy-2-Benzoxazolinone (MBOA) on Pythium Species and Corn Seedling Growth and Disease. PLANT DISEASE 2021; 105:752-757. [PMID: 33048595 DOI: 10.1094/pdis-04-20-0824-sc] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
Corn yield reduction following a cereal rye cover crop has been attributed to, among other factors, allelochemicals released from decomposing cereal rye residue. The allelopathic effect of 6-methoxy-2-benzoxazolinone (MBOA) was evaluated on corn seedling growth, mycelial growth of seven pathogenic species of Pythium, and root rot of corn seedlings caused by Pythium spp. at 13, 16, and 22 to 23°C (room temperature) using a plate assay. Mycelial growth of all Pythium spp. tested was slower with MBOA at 0.25 mg/ml compared with MBOA at 0.125 and 0.0625 mg/ml and the check (4% V8 juice medium containing neomycin sulfate and chloramphenicol with 0.5% dimethyl sulfoxide). Therefore, no further tests were done with MBOA at 0.25 mg/ml. In general, MBOA reduced corn radicle length and did not cause root rot across all temperatures. However, greater root rot severity in corn was observed on corn seedlings grown in the presence of Pythium lutarium and P. oopapillum on media amended with MBOA compared with the check at all temperatures. Similarly, more root rot caused by P. torulosum and P. spinosum was observed when MBOA was present at 16°C compared with the check with no MBOA. These data suggest that corn seedling disease caused by Pythium spp. could be more severe when corn is planted following a cover crop of winter cereal rye due to the presence of allelochemicals that are released from the cover crop.
Collapse
Affiliation(s)
- J Acharya
- Department of Plant Pathology and Microbiology, Iowa State University, Ames, IA
| | - T C Kaspar
- National Laboratory for Agriculture and the Environment, United States Department of Agriculture-Agricultural Research Service, Ames, IA
| | - A E Robertson
- Department of Plant Pathology and Microbiology, Iowa State University, Ames, IA
| |
Collapse
|
9
|
Kurtz SM, Acharya J, Kaspar TC, Robertson AE. Seedling Disease of Corn Caused by Pythium Increases With Proximity of Rye. PLANT DISEASE 2021; 105:538-541. [PMID: 32830593 DOI: 10.1094/pdis-06-20-1389-sc] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
Yield loss of corn following a winter rye cover crop (CC) has been associated with increases in seedling disease caused by Pythium spp. We hypothesized that physical separation between the CC and corn could reduce the risk of seedling disease, and benefit corn growth and development. In a growth chamber experiment, corn seedlings were planted at 0 cm and 8 to 10 cm from terminated winter rye plants. Root rot severity was assessed at crop development stage V2, and quantitative PCR was used to estimate the abundance of Pythium clade B and clade F members present in corn roots. Radicle and seminal root rot severity was numerically greater when seedlings were planted 0 cm from terminated rye plants compared with seedlings planted 8 to 10 cm away. Moreover, a greater abundance of Pythium clade B was detected in corn grown within the terminated winter rye compared with corn planted further away (P = 0.0003). No effect of distance between corn and winter rye was detected for Pythium clade F. These data contribute to our understanding of the effect of a winter rye cover crop on corn and will inform field trial management practices for farmers to reduce occasional yield loss of corn following a winter rye cover crop.
Collapse
Affiliation(s)
- Sarah M Kurtz
- Department of Plant Pathology and Microbiology, Iowa State University, Ames, IA 50011
| | - Jyotsna Acharya
- Department of Plant Pathology and Microbiology, Iowa State University, Ames, IA 50011
| | - Thomas C Kaspar
- National Laboratory for Agriculture and the Environment, USDA-ARS, Ames, IA 50011
- Department of Agronomy, Iowa State University, Ames, IA 50011
| | - Alison E Robertson
- Department of Plant Pathology and Microbiology, Iowa State University, Ames, IA 50011
| |
Collapse
|