Article
Geosciences, Multidisciplinary
Apolline Mariotti, Pierre-Henri Blard, Julien Charreau, Samuel Toucanne, Stephan J. Jorry, Stephane Molliex, Didier L. Bourles, Georges Aumaitre, Karim Keddadouche
Summary: Denudation is a major process shaping landscapes, with climatic fluctuations exerting a nonlinear forcing on denudation, mainly controlled by the interplay between glacier velocity and basin topography. The onset of Quaternary glaciations did not necessarily induce a synchronous global denudation pulse.
Article
Engineering, Mechanical
Fei-Fei Liu, Xing Lu, Jian-Ping Wang, Yi-Cheng Wu
Summary: This paper focuses on the dynamical behavior and modulation instability of optical solitons in nonlinear directional couplers. The expressions of single soliton solutions are derived, and the hyperbolic secant-type pulse is used to excite the input channel. The dynamical behavior of single optical soliton in traditional directional and negative index material couplers with varying self-phase modulation is discussed. Based on linear stability analysis, the distribution of modulation instability gain is studied, and the effect of dispersion, nonlinearity, and input power on modulation instability gain is investigated. It is worth noting that the physical information neural network algorithm performs well in simulating the transmission of an optical pulse in the coupler and leading to novel optical waves. These results contribute to understanding the generation of soliton-like excitation and lay a foundation for exploring novel optical solitons in nonlinear directional couplers.
NONLINEAR DYNAMICS
(2023)
Article
Engineering, Electrical & Electronic
Yuexin Huang, Qiukun Zhang, Jianfeng Zhong, Zhixiong Chen, Shuncong Zhong
Summary: This paper proposes a novel parameterized method for estimating instantaneous frequency (IF) by approximating the non-linear IF with a high-order polynomial function and constructing overdetermined systems of linear equations using Fourier transform. The method is applicable to both non-linear FM mono-component and multi-component signals, and it has high computational efficiency.
Article
Automation & Control Systems
Cheung-Chieh Ku, Shao-Hao Jian
Summary: In this paper, the fuzzy control issue of the nonlinear inverted pendulum system is discussed using Sum-Of-Square (SOS) technology. A Parameter-Dependent Polynomial Fuzzy (PDPF) model is constructed to describe the system, combining Takagi-Sugeno (T-S) fuzzy model, polynomial representation, and Linear Parameter Varying (LPV) description. A PDPF controller is established based on Parallel Distributed Compensation (PDC) method and gain-scheduled scheme to ensure stability. To overcome the complexity caused by nonconvex problem in the PDPF model, a parameter-dependent polynomial Lyapunov function is adopted and sufficient conditions are derived into SOS form for efficient solving. Simulation results are provided to verify the proposed design method.
INTERNATIONAL JOURNAL OF FUZZY SYSTEMS
(2023)
Article
Automation & Control Systems
Yichun Niu, Li Sheng, Ming Gao, Donghua Zhou
Summary: This article discusses a method for state estimation of continuous-time polynomial nonlinear systems with unknown but bounded disturbances. By employing the Taylor polynomial expansion technique and event-triggered sampling scheme, the estimation of the system is achieved while excluding Zeno behavior.
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
(2021)
Article
Engineering, Chemical
Daliborka Nikolic, Carsten Seidel, Matthias Felischak, Tamara Milicic, Achim Kienle, Andreas Seidel-Morgenstern, Menka Petkovska
Summary: This study presents the potential to improve performance of a methanol synthesis reactor through forced periodical operations using the Nonlinear Frequency Response method. The analysis was extended to simultaneous modulations of two inputs, determining optimal forcing parameters for maximizing methanol production. While improvement is possible for all combinations, it is not significant in some cases, with the highest improvement predicted for the simultaneous modulation of the inlet partial pressure of CO and the inlet volumetric flow rate.
CHEMICAL ENGINEERING SCIENCE
(2022)
Article
Biology
Allison L. Bidlack, Sarah M. Bisbing, Brian J. Buma, Heida L. Diefenderfer, Jason B. Fellman, William C. Floyd, Ian Giesbrecht, Amritpal Lally, Ken P. Lertzman, Steven S. Perakis, David E. Butman, David D'Amore, Sean W. Fleming, Eran W. Hood, Brian P. Hunt, Peter M. Kiffney, Gavin McNicol, Brian Menounos, Suzanne E. Tank
Summary: Coastal margins are vital areas for material exchange between terrestrial and marine ecosystems. Climate-induced changes in coastal terrestrial ecosystems and hydrologic regimes can impact nearshore ocean chemistry and food web dynamics. Research in these ecosystems can enhance understanding of terrestrial-marine links and climate sensitivities.
Article
Physics, Multidisciplinary
Sean W. Fleming
Summary: An agent-based model is presented to simulate social interactions, revealing self-organized criticality and scale-free network as emergent behaviors. Adjustment of model parameters can lead to a variety of fundamentally different behaviors, suggesting applicability to a wide range of social systems.
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS
(2021)
Article
Environmental Sciences
Hannah Waterhouse, Bhavna Arora, Nicolas F. Spycher, Peter S. Nico, Craig Ulrich, Helen E. Dahlke, William R. Horwath
Summary: The study used a reactive transport model to analyze the impact of Agricultural Managed Aquifer Recharge (AgMAR) on nitrate (NO3-) leaching to groundwater under different management strategies. Simulation results indicated that finer textured sediments are crucial for providing conditions needed for denitrification, while applying water all-at-once may exacerbate groundwater quality issues but also increase denitrification within the vadose zone. The research concludes that AgMAR can be designed to enhance denitrification in the subsurface and reduce NO3- leaching to groundwater.
WATER RESOURCES RESEARCH
(2021)
Article
Engineering, Civil
Sean W. Fleming, Velimir V. Vesselinov, Angus G. Goodbody
Summary: In a study focused on operational water supply forecasting in the western US, a hybrid statistical-artificial intelligence method was introduced to improve geophysical interpretability. The method involved extracting a compact basin-scale hydroclimatic index using machine learning algorithms and applying it in a probabilistic regression model. Results showed improved interpretability and physical realism compared to traditional statistical methods, with potential for enhancing geophysical relationships and climate variability interpretations.
JOURNAL OF HYDROLOGY
(2021)
Article
Environmental Sciences
Nicholas P. Murphy, Hannah Waterhouse, Helen E. Dahlke
Summary: Agricultural managed aquifer recharge (Ag-MAR) involves flooding farmland with excess surface water to recharge groundwater. This study demonstrates that longer intervals of flooding increase nitrogen mineralization and leaching, while reducing flooding frequency may decrease the potential for nitrogen leaching to groundwater.
VADOSE ZONE JOURNAL
(2021)
Article
Engineering, Civil
Sean W. Fleming, David C. Garen, Angus G. Goodbody, Cara S. McCarthy, Lexi C. Landers
Summary: The M-4 ensemble artificial intelligence prototype shows superior performance in a wide range of tests, surpassing current benchmarks, and has been confirmed to meet NRCS requirements for operational adoption. This indicates that well-designed novel AI systems have the potential to transition into large-scale practical applications, with M-4 potentially being the largest AI migration into operational river forecasting to date.
JOURNAL OF HYDROLOGY
(2021)
Letter
Multidisciplinary Sciences
Elad Levintal
Correction
Geosciences, Multidisciplinary
Sean W. Fleming, James R. Watson, Ashley Ellenson, Alex J. Cannon, Velimir C. Vesselinov
Review
Environmental Sciences
Elad Levintal, Maribeth L. Kniffin, Yonatan Ganot, Nisha Marwaha, Nicholas P. Murphy, Helen E. Dahlke
Summary: More than two billion people and 40% of global agricultural production depend on unsustainable groundwater extraction. Agricultural managed aquifer recharge (Ag-MAR) is an emerging method for spreading large volume flows on agricultural lands and has the capacity for widespread global implementation. However, there are still knowledge gaps and other issues to address in the implementation of Ag-MAR.
CRITICAL REVIEWS IN ENVIRONMENTAL SCIENCE AND TECHNOLOGY
(2023)
Article
Agriculture, Multidisciplinary
Xiaochi Ma, Helen Dahlke, Roger Duncan, David Doll, Paul Martinez, Bruce Lampinen, Astrid Volder
Summary: This study tested the impact of applying captured winter water runoff for groundwater recharge on tree performance in almond orchards in Northern California. The results showed that most of the water applied percolated past the root zones without any adverse effects on tree health and yield. Therefore, applying additional water in moderately drained to well-drained soils is not likely to have negative impacts on almond orchards.
CALIFORNIA AGRICULTURE
(2022)
Article
Engineering, Environmental
Chaozi Wang, Geng Liu, Coy P. McNew, Till Hannes Moritz Volkmann, Luke Pangle, Peter A. Troch, Steven W. Lyon, Minseok Kim, Zailin Huo, Helen E. Dahlke
Summary: By conducting experiments and simulations, the movement and transport mechanisms of free synthetic DNA tracers in hydrological systems have been revealed. It has been found that free DNA can be used to trace vadose zone water flow and solute/contaminant transport.
Article
Engineering, Environmental
Ahmed A. Ali, Dat Q. Tran, Kent F. Kovacs, Helen E. Dahlke
Summary: The Mississippi Embayment aquifer is one of the largest alluvial groundwater aquifers in the United States. It has been excessively used and its annual average groundwater depletion has increased sharply since 2000. Efforts have been made to improve the aquifer's sustainability, and the study evaluates the impact of managed aquifer recharge on land and water use decisions and the overall groundwater system.
JOURNAL OF THE AMERICAN WATER RESOURCES ASSOCIATION
(2023)
Article
Environmental Sciences
Georgios Kourakos, Giuseppe Brunetti, Daniel P. Bigelow, Steven Wallander, Helen E. Dahlke
Summary: Managed aquifer recharge (MAR) can store excess surface water for later use, and this study proposes a simulation-optimization (SO) framework to determine cost-effective locations for MAR facilities. The framework combines an evolutionary algorithm with objective functions to maximize groundwater storage gains and minimize MAR costs. The application to California's Central Valley shows that recharging high-magnitude flows can double groundwater storage gain at a marginal cost of $57 to $110 million per km(3), while sourcing recharge water from outside local basins increases storage gain by 25%-80% but increases costs by 10%-15% due to additional lift cost.
WATER RESOURCES RESEARCH
(2023)
Article
Engineering, Environmental
Laibin Huang, Elad Levintal, Christian Bernard Erikson, Adolfo Coyotl, William R. Horwath, Helen E. Dahlke, Jorge L. Mazza Rodrigues
Summary: Nitrate (NO3(-)) leaching, a significant concern in global agroecosystems, is influenced by microbial activities and environmental factors. This study investigates the microbial controls on NO3(-) leaching using isotopic signatures, metagenomics, PCR, and TITAN analysis in Californian vineyards under agricultural-managed aquifer recharge (Ag-MAR) application. Results show that denitrification activities are significantly stimulated in the topsoil (0-10 cm) under Ag-MAR, while minimal denitrification occurs in deeper soils (60-100 cm), leading to substantial NO3(-) leaching. Metagenomic profiling indicates a decrease in nitrifying and denitrifying groups with soil depth. This study highlights the importance of understanding microbial controls for nitrate leaching in agricultural systems.
ENVIRONMENTAL SCIENCE & TECHNOLOGY
(2023)
Article
Soil Science
Elad Levintal, Yonatan Ganot, Gail Taylor, Peter Freer-Smith, Kosana Suvocarev, Helen E. Dahlke
Summary: This study presents an underground, wireless, open-source, low-cost system for monitoring soil oxygen, temperature, and moisture. The system is modular and can be easily duplicated or changed without previous engineering knowledge.