Richard C. Peralta
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View article: Visible Image-Based Machine Learning for Identifying Abiotic Stress in Sugar Beet Crops
Visible Image-Based Machine Learning for Identifying Abiotic Stress in Sugar Beet Crops Open
Previous researches have proved that the synchronized use of inexpensive RGB images, image processing, and machine learning (ML) can accurately identify crop stress. Four Machine Learning Image Modules (MLIMs) were developed to enable the …
View article: Visible Image-Based Machine Learning for Identifying Abiotic Stress in Sugar Beet Crops
Visible Image-Based Machine Learning for Identifying Abiotic Stress in Sugar Beet Crops Open
Results proved that synchronized use of inexpensive RGB images, image processing, and machine learning (ML) can accurately identify crop stress. Four Machine Learning Image Modules (MLIMs) were developed to enable rapid and cost-effective …
View article: Comparing Recovery Volumes of Steady and Unsteady Injections into an Aquifer Storage and Recovery Well
Comparing Recovery Volumes of Steady and Unsteady Injections into an Aquifer Storage and Recovery Well Open
Aquifer Storage and Recovery (ASR) can involve injecting available surface water into an unconfined aquifer and then extracting it to provide secondary water for irrigation. This study demonstrates a method for evaluating the appropriatene…
View article: Balancing Results from AI-Based Geostatistics versus Fuzzy Inference by Game Theory Bargaining to Improve a Groundwater Monitoring Network
Balancing Results from AI-Based Geostatistics versus Fuzzy Inference by Game Theory Bargaining to Improve a Groundwater Monitoring Network Open
An artificial intelligence-based geostatistical optimization algorithm was developed to upgrade a test Iranian aquifer’s existing groundwater monitoring network. For that aquifer, a preliminary study revealed that a Multi-Layer Perceptron …
View article: ANN-Based Predictors of ASR Well Recovery Effectiveness in Unconfined Aquifers
ANN-Based Predictors of ASR Well Recovery Effectiveness in Unconfined Aquifers Open
In this study, we present artificial neural networks (ANNs) to aid in a reconnaissance evaluation of an aquifer storage and recovery (ASR) well. Recovery effectiveness (REN) is the proportion of ASR-injected water recovered during subseque…
View article: Simulation-Optimization for Conjunctive Water Resources Management and Optimal Crop Planning in Kushabhadra-Bhargavi River Delta of Eastern India
Simulation-Optimization for Conjunctive Water Resources Management and Optimal Crop Planning in Kushabhadra-Bhargavi River Delta of Eastern India Open
Water resources sustainability is a worldwide concern because of climate variability, growing population, and excessive groundwater exploitation in order to meet freshwater demand. Addressing these conflicting challenges sometimes can be a…
View article: Comparing Single-Objective Optimization Protocols for Calibrating the Birds Nest Aquifer Model—A Problem Having Multiple Local Optima
Comparing Single-Objective Optimization Protocols for Calibrating the Birds Nest Aquifer Model—A Problem Having Multiple Local Optima Open
To best represent reality, simulation models of environmental and health-related systems might be very nonlinear. Model calibration ideally identifies globally optimal sets of parameters to use for subsequent prediction. For a nonlinear sy…
View article: An Exploratory Study of Video Games on Higher Education Students Managing Institutional Based Anxiety
An Exploratory Study of Video Games on Higher Education Students Managing Institutional Based Anxiety Open
This exploratory study delves into video game (VG) habits and personal histories of students managing anxiety from their respective courses and institutions of higher education. Whilst the expanse of video game research is limited, the rec…
View article: NCER Assistance Agreement Annual Progress Report for Grant #83582401 - Assessment of Stormwater Harvesting via Manage Aquifer Recharge (MAR) to Develop New Water Supplies in the Arid West: The Salt Lake Valley Example
NCER Assistance Agreement Annual Progress Report for Grant #83582401 - Assessment of Stormwater Harvesting via Manage Aquifer Recharge (MAR) to Develop New Water Supplies in the Arid West: The Salt Lake Valley Example Open
The goals of the original proposed project remain the same, that is, to test the hypothesis that Managed Aquifer Recharge (MAR) for stormwater harvesting is a technically feasible, socially and environmentally acceptable, economically viab…