John W. Nowlin
Affiliation confirmed via AI analysis of OpenAlex, ORCID, and web sources.
Interim Associate Dean/Associate Professor
Also affiliated: University of North Carolina at Greensboro (2016); Purdue University West Lafayette (2013); University of Arkansas System (2024)
Faculty Researcher
Research Areas
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Biography and Research Information
OverviewAI-generated summary
John W. Nowlin's research focuses on water resource management, with a particular emphasis on groundwater and irrigation systems. His work investigates methods to optimize water recharge into sedimentary aquifers, utilizing simulation-optimization approaches. He has also explored the extension of irrigation reservoir histories to improve groundwater modeling and support conjunctive water management strategies in critical groundwater areas within Arkansas.
His recent publications include studies on using Small Unmanned Aircraft Systems for generating digital elevation surfaces relevant to irrigation and precision grading, as well as the application of deep learning models, specifically Long Short-Term Memory (LSTM) networks coupled with wavelet transforms, for enhancing multilevel groundwater level forecasts. Nowlin also examines surface water storage and subsurface recharge dynamics within declining aquifer systems, such as the Mississippi River Valley Alluvial Aquifer, and has worked on automated detection methods for on-farm irrigation reservoirs.
Metrics
- h-index: 4
- Publications: 13
- Citations: 36
Selected Publications
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Surface Water Storage and Subsurface Recharge in Declining Portions of the Mississippi River Valley Alluvial Aquifer (2026)
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A maximal overlap discrete wavelet packet transform coupled with an LSTM deep learning model for improving multilevel groundwater level forecasts (2024)
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Optimizing the quantity of recharge water into a sedimentary aquifer through infiltration galleries using a surrogate assisted coupled simulation–optimization approach (2024)
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Automated Detection of On-Farm Irrigation Reservoirs in Two Critical Groundwater Regions of Arkansas (2024)
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Extending irrigation reservoir histories for improved groundwater modeling and conjunctive water management in two Arkansas critical groundwater areas (2024)
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Small Unmanned Aircraft Systems and Agro-Terrestrial Surveys Comparison for Generating Digital Elevation Surfaces for Irrigation and Precision Grading (2023)
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A Maximal Overlap Discrete Wavelet Packet Transform Coupled with an LSTM Deep Learning Model for Improving Multilevel Groundwater Level Forecasts (2023)
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Extending Irrigation Reservoir Histories for Improved Groundwater Modeling and Conjunctive Water Management in Two Arkansas Critical Groundwater Areas (2023)
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Viticultural site selection: Testing the effectiveness of North Carolina's commercial vineyards (2019)
Collaboration Network
Top Collaborators
- Optimizing the quantity of recharge water into a sedimentary aquifer through infiltration galleries using a surrogate assisted coupled simulation–optimization approach
- Extending irrigation reservoir histories for improved groundwater modeling and conjunctive water management in two Arkansas critical groundwater areas
- Small Unmanned Aircraft Systems and Agro-Terrestrial Surveys Comparison for Generating Digital Elevation Surfaces for Irrigation and Precision Grading
- A maximal overlap discrete wavelet packet transform coupled with an LSTM deep learning model for improving multilevel groundwater level forecasts
- Extending Irrigation Reservoir Histories for Improved Groundwater Modeling and Conjunctive Water Management in Two Arkansas Critical Groundwater Areas
Showing 5 of 8 shared publications
- Optimizing the quantity of recharge water into a sedimentary aquifer through infiltration galleries using a surrogate assisted coupled simulation–optimization approach
- Small Unmanned Aircraft Systems and Agro-Terrestrial Surveys Comparison for Generating Digital Elevation Surfaces for Irrigation and Precision Grading
- A maximal overlap discrete wavelet packet transform coupled with an LSTM deep learning model for improving multilevel groundwater level forecasts
- A Maximal Overlap Discrete Wavelet Packet Transform Coupled with an LSTM Deep Learning Model for Improving Multilevel Groundwater Level Forecasts
- Optimizing the quantity of recharge water into a sedimentary aquifer through infiltration galleries using a surrogate assisted coupled simulation–optimization approach
- A maximal overlap discrete wavelet packet transform coupled with an LSTM deep learning model for improving multilevel groundwater level forecasts
- A Maximal Overlap Discrete Wavelet Packet Transform Coupled with an LSTM Deep Learning Model for Improving Multilevel Groundwater Level Forecasts
- Surface Water Storage and Subsurface Recharge in Declining Portions of the Mississippi River Valley Alluvial Aquifer
- Extending irrigation reservoir histories for improved groundwater modeling and conjunctive water management in two Arkansas critical groundwater areas
- Small Unmanned Aircraft Systems and Agro-Terrestrial Surveys Comparison for Generating Digital Elevation Surfaces for Irrigation and Precision Grading
- Automated Detection of On-Farm Irrigation Reservoirs in Two Critical Groundwater Regions of Arkansas
- Surface Water Storage and Subsurface Recharge in Declining Portions of the Mississippi River Valley Alluvial Aquifer
- Extending irrigation reservoir histories for improved groundwater modeling and conjunctive water management in two Arkansas critical groundwater areas
- Extending Irrigation Reservoir Histories for Improved Groundwater Modeling and Conjunctive Water Management in Two Arkansas Critical Groundwater Areas
- Automated Detection of On-Farm Irrigation Reservoirs in Two Critical Groundwater Regions of Arkansas
- Optimizing the quantity of recharge water into a sedimentary aquifer through infiltration galleries using a surrogate assisted coupled simulation–optimization approach
- A maximal overlap discrete wavelet packet transform coupled with an LSTM deep learning model for improving multilevel groundwater level forecasts
- A Maximal Overlap Discrete Wavelet Packet Transform Coupled with an LSTM Deep Learning Model for Improving Multilevel Groundwater Level Forecasts
- Extending irrigation reservoir histories for improved groundwater modeling and conjunctive water management in two Arkansas critical groundwater areas
- Extending Irrigation Reservoir Histories for Improved Groundwater Modeling and Conjunctive Water Management in Two Arkansas Critical Groundwater Areas
- Extending Irrigation Reservoir Histories for Improved Groundwater Modeling and Conjunctive Water Management in Two Arkansas Critical Groundwater Areas
- Small Unmanned Aircraft Systems and Agro-Terrestrial Surveys Comparison for Generating Digital Elevation Surfaces for Irrigation and Precision Grading
- Small Unmanned Aircraft Systems and Agro-Terrestrial Surveys Comparison for Generating Digital Elevation Surfaces for Irrigation and Precision Grading
- Optimizing the quantity of recharge water into a sedimentary aquifer through infiltration galleries using a surrogate assisted coupled simulation–optimization approach
- Surface Water Storage and Subsurface Recharge in Declining Portions of the Mississippi River Valley Alluvial Aquifer
- Surface Water Storage and Subsurface Recharge in Declining Portions of the Mississippi River Valley Alluvial Aquifer
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