Robert Richardson
Publications
- Drainage water recycling reduced nitrogen, phosphorus, and sediment losses from a drained agricultural field in eastern North Carolina, USA , AGRICULTURAL WATER MANAGEMENT (2023)
- Low carrier volume herbicide trials and UAAS support management efforts of giant salvinia (Salvinia molesta): a case study , Invasive Plant Science and Management (2023)
- Performance of unoccupied aerial application systems for aquatic weed management: Two novel case studies , Weed Technology (2023)
- Simulated herbicide spray retention of commonly managed invasive emergent aquatic macrophytes , Weed Technology (2023)
- Improving chemical control of nonnative aquatic plants in run-of-the-river reservoirs , INVASIVE PLANT SCIENCE AND MANAGEMENT (2022)
- Susceptibility of native and invasive submersed plants in New Zealand to florpyrauxifen-benzyl in growth chamber exposure studies , INVASIVE PLANT SCIENCE AND MANAGEMENT (2022)
- Absorption and translocation of florpyrauxifen-benzyl in ten aquatic plant species , WEED SCIENCE (2021)
- Hybridization between native and invasive Nymphoides species in the United States , BIOLOGICAL INVASIONS (2021)
- Remote Sensing for Palmer Amaranth (Amaranthus palmeri S. Wats.) Detection in Soybean (Glycine max (L.) Merr.) , AGRONOMY-BASEL (2021)
- Windows of action for controlling palmer amaranth (Amaranthus palmeri) using emergence and phenology models , WEED RESEARCH (2021)
Grants
Hydrilla (Hydrilla verticillata) is a nonindigenous aquatic nuisance submersed plant with two biotypes that have historically spread across the United States. Recently, a third biotype of hydrilla has been characterized in the Connecticut River. There is very little published information available about this biotype. Research will be conducted to document important biological and phenological characteristics of the CR biotype. Results from these studies will document important factors in the growth and reproduction of the CR biotype that may be used to determine potential invasiveness of this biotype in comparison to the two biotypes commonly found in the US.
USACE has need for assistance with multiple field and mesocosm projects during 2020-22 exists per herbicide applications to evaluate treatment efficacy on invasive plants, impacts on non-target vegetation, and fate/dissipation of aqueous herbicide residues under a variety of conditions. This agreement will fund 50% of a NCSU employee to assist USACE with research needs.
Like other areas of weed management, herbicide applications for aquatic weed control are exclusively conducted via manned application systems. Whether by boat, land-based vehicle, or aircraft, aquatic herbicide operations are time and labor-intensive. Interest in utilization of unmanned aerial vehicles (UAS) for pesticide applications has increased significantly in the last decade due to advances in UAS technology. The UAS systems offer potential for increased precision and reduced time and labor requirements for pesticide application. However, there is very little known of the comparative efficacy between UAS and standard pesticide application systems, especially in aquatic weed management. This research will evaluate UAS application parameters for weed control efficacy and system efficiency.
Aquatic invasive plants (nonindigenous aquatic nuisance species) may have significant negative consequences upon the water systems that they invade. Hydrilla verticillata, in particular, has invaded a significant portion of the U.S. from Florida to California and as far north as Maine and Idaho. In order to properly assess and manage invasive aquatic plants, managers must determine both the scope of infestation as well as the specific species that present. In recent years, managers have been increasingly using hydroacoustic sensors to quantify submersed plant distributions and densities. This has provided increased efficiency over traditional techniques like point intercept surveys and aerial imagery. However, hydroacoustic sensors and current data processing only provide a representation of “biovolume†and do not provide speciation. Therefore, managers must still conduct some level of point intercept or diver effort in order to determine the specific species that are present. These activities are labor intensive and represent large efficiency gains if these activities can be replaced by advanced data processing. Automated plant identification methods, using high resolution true-color and multispectral imagery, have proven effective for land-based plants but have limited application to submersed aquatic vegetation. Despite the shortcomings of traditional techniques, our recent studies have shown that hydroacoustic imagery can be implemented for submersed aquatic species classification, with the use of deep learning, an advanced machine learning technique. Hydroacoustic data was collected via a small fleet of fully autonomous boats with both subsurface hydroacoustic imaging and herbicide deployment (for vegetation control) capabilities. The proposed research will integrate deep neural networks (DNNs) to develop advanced data processing techniques that classify submersed plant species from hydroacoustic data. While research to date has focused on a limited number of plant varieties (Hydrilla, Cabomba, Coontail, or “otherâ€Â) and geographic locations, DNN training will be expanded to a much wider range of invasive species and locations. To minimize misclassification related to plant maturity, hydroacoustic imagery will also be collected throughout the growing season. True-color (RGB) images both above and below the water surface will be included (sensor fusion) to validate DNN classification.
Invasive plant management is key to ensuring proper ecosystem function and maintaining use of Florida’s water bodies. Aquatic invasive macrophytes, such as hydrilla (Hydrilla verticillata [L.f. Royle]) can have significant negative ecosystem and economic impacts on invaded areas (Pimentel et al. 2005). The objective for this research is to investigate hydrilla control from split applications of florpyrauxifen-benzyl and impact to major non-target species.
This is an Extension Implementation Project (EIP). Our Program Priority Areas are IPM Implementation in: Agronomic Crops (28%), Communities (40%), Specialty Crops (24%), and Pollinator Health (8%). The person who will be responsible for grant coordination and budget management, and participation in the SERA3 meetings is Dr. Danesha Seth Carley, Director for the NSF Center for IPM and the Administrative contact is Dr. Rich Bonanno, Director of NC State Extension, and Associate Dean College of Agriculture and Life Sciences. Through NC Cooperative Extension programs and diverse transdisciplinary team collaboration, we work to sustain and enhance environmental stewardship, reduce economic risks for growers and consumers, and protect human health by applying integrated pest management (IPM) in all suitable situations. Our goal is to increase coordination and improve efficiency of translating IPM research to the scientific community and stakeholders; as well as the residents of NC through extension and outreach programs. By working to synergize efforts and leverage resources, we are better able to promote development and adoption of IPM through collaborative programs and broad-based stakeholder participation. With a strong team of experts and close association with our Evaluation Specialist, we are able to document the value of IPM strategies and programs, and provide comprehensive success stories of IPM integration across NC. Through the outputs and outcomes from this program, NC Extension agents and stakeholders will become more knowledgeable about IPM and develop the skills necessary to implement IPM strategies in Agronomic Crops, Specialty Crops, Pollinator Health, and IPM in the Communities.
The goal of the Wilmington District Aquatic Vegetation Management Program is to maintain a healthy and sustainable ecosystem dominated by native aquatic vegetation at the District's dam and lake projects. Long term monitoring of aquatic vegetation will provide information necessary to identify trends and evaluate the effectiveness of management actions in public waters. Failure to identify effective and efficient methods to promote native aquatic vegetation and control invasive aquatic vegetation will result the degradation the environment and public resources. Knowledge gained will benefit public land managers addressing aquatic vegetation challenges in the region.
Hydrilla (Hydrilla verticillata) is a non-native invasive submersed aquatic plant. In North Carolina, this plant was first documented in Wake County in 1980. Initial infestations were confined to small ponds and lakes; however, by 1988 it had spread into Lake Gaston. The plant continued to spread to numerous Piedmont reservoirs across North Carolina and reached the large lakes on the Catawba River system in the early 2000's. Hydrilla has since spread to most Piedmont Reservoirs within the state.
Flopyrauxifen-benzyl (ProcellacorTM) is the newest chemical control option available to aquatic plant management. It can be used to selectively treat many of the troublesome aquatic weeds that are listed on North Carolina’s Noxious Weed List including Hydrilla verticillata (hydrilla), Ludwigia hexapetala (creeping water primrose), Myriophyllum spicatum (Eurasian watermilfoil), and Alternanthera philoxeroides (alligatorweed). The primary goal of this project is to develop appropriate recommendations for noxious aquatic weed control in North Carolina utilizing new herbicide technology.
The southeastern United States (US) is the richest region of global diversity for freshwater mussel, snail, fish, and crayfish, and is, therefore, a region of high conservation priority. However, this high regional biodiversity intersects with intense pressures of energy mining and development, urbanization and sprawl, increasingly intensive agricultural practices, and growing demands on water and other natural resources for human use. Nestled within this complex landscape, and falling within this rich faunal province, North Carolina contains streams that drain to the Interior Basin (Tennessee – Cumberland) in the west and to the Atlantic Ocean (Atlantic Slope) in the Piedmont and East. The species of freshwater mussels (Unionoida), snails, and fish vary among these regions of the state, face differing landscape and water quality challenges, and, therefore, have differing statues of conservation concern. For example, North Carolina once supported more than 60 species of freshwater mussels, but unfortunately, 50% of these species are now designated as Endangered, Threatened, or of Special Concern and the state’s 161 freshwater fish of conservation concern are also likely integral to the unique unionoid mussel life cycle, serving as obligate hosts during the mussels’ parasitic larval stage. Because of these declines and degree of imperilment, protection, restoration, and conservation of these irreplaceable aquatic organisms are paramount. The proposed research will specifically benefit these imperiled mollusks and non-game fishes and contains objectives related to their captive propagation and culture, improvement of their water quality and riparian environment, and better understanding of their ecosystem function and services. The specific tasks include: (1) propagation and culture of the federally endangered Dwarf Wedgemussel, the at-risk Yellow Lance mussel, and the at-risk Magnificent Ramshorn snail; (2) understanding the ecosystem functions and services provided by native freshwater mussels and their associated economic and social benefits to humans and other wildlife; (3) determining the effects of transportation and energy production stressors on the survival, health and well-being of native freshwater mussels; and (4) assessing the integrated risk, ecology, and control of Giant Lyngbya (an invasive Cyanobacteria species) on native mussels. These collective projects will provide natural resource managers and other decision makers with the tools, organisms, and science-based information needed to restore, improve, and conserve these important faunal resources.