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Full-Text Articles in Engineering

Navigating In Numerous Video Data: User Interface Design For An On-Camera Video Analytics Engine, Sabriya Maryam Alam Aug 2020

Navigating In Numerous Video Data: User Interface Design For An On-Camera Video Analytics Engine, Sabriya Maryam Alam

The Journal of Purdue Undergraduate Research

Video analytics powered by artificial intelligence shows high promise in making our society smarter. Harnessing large amounts of video data, however, requires the development of processing systems demonstrating high performance and high efficiency. To this end, this work has contributed to a video analytics system powered by artificial intelligence for object detection and recognition. Rather than streaming all the video frames to the cloud, the system analyzes images on-camera and only returns those of interest to the cloud. This edge analytics research-grade software is available, but it lacks a simple web interface for general use by scientists, engineers, and other …

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Electromagnetic Characteristics Of The Soil, Abdul Salam, Usman Raza Aug 2020

Electromagnetic Characteristics Of The Soil, Abdul Salam, Usman Raza

Faculty Publications

The electromagnetic characteristics of the soil are discussed in this chapter. The characteristics of porous bedrock, soil medium, and impacts of rain attenuations are also presented. The models of dielectric soil properties are studied with a rigorous focus on the constitutive parameters of subsurface soil medium. Moreover, the permittivity and wavenumber in soil are explained. In addition, the frequency-dependent dielectric properties such as dispersion in soil, absorption characteristic, and penetration depth versus frequency are reviewed. Furthermore, the effective permittivity of soil–water mixture for through-the soil-propagation mechanism is analyzed thoroughly.

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Wireless Underground Channel Modeling, Abdul Salam, Usman Raza Aug 2020

Wireless Underground Channel Modeling, Abdul Salam, Usman Raza

Faculty Publications

A comprehensive treatment of wireless underground channel modeling is presented in this chapter. The impacts of the soil on bandwidth and path loss are analyzed. A mechanism for the UG channel sounding and multipath characteristics analysis is discussed. Moreover, novel time-domain impulse response model for WUC is reviewed with the explanation of model parameters and statistics. Furthermore, different types of the through-the-soil wireless communications are surveyed. Finally, the chapter concludes with discussion of the UG wireless statistical model and path loss model for through-the-soil wireless communications in decision agriculture. The model presented in this chapter is also validated with empirical …

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Signals In The Soil: An Introduction To Wireless Underground Communications, Abdul Salam, Usman Raza Aug 2020

Signals In The Soil: An Introduction To Wireless Underground Communications, Abdul Salam, Usman Raza

Faculty Publications

In this chapter, wireless underground (UG) communications are introduced. A detailed overview of WUC is given. A comprehensive review of research challenges in WUC is presented. The evolution of underground wireless is also discussed. Moreover, different component of UG communications is wireless. The WUC system architecture is explained with a detailed discussion of the anatomy of an underground mote. The examples of UG wireless communication systems are explored. Furthermore, the differences of UG wireless and over-the-air wireless are debated. Different types of wireless underground channel (e.g., In-Soil, Soil-to-Air, and Air-to-Soil) are reported as well.

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Signals In The Soil: Underground Antennas, Abdul Salam, Usman Raza Aug 2020

Signals In The Soil: Underground Antennas, Abdul Salam, Usman Raza

Faculty Publications

Antenna is a major design component of Internet of Underground Things (IOUT) communication system. The use of antenna, in IOUT, differs from traditional communication in that it is buried in the soil. Therefore, one of the main challenges, in IOUT applications, is to establish a reliable communication. To that end, there is a need of designing an underground-specific antenna. Three major factors that can impact the performance of a buried antenna are: (1) effect of high soil permittivity changes the wavelength of EM waves, (2) variations in soil moisture with time affecting the permittivity of the soil, and (3) difference …

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Underground Phased Arrays And Beamforming Applications, Abdul Salam, Usman Raza Aug 2020

Underground Phased Arrays And Beamforming Applications, Abdul Salam, Usman Raza

Faculty Publications

This chapter presents a framework for adaptive beamforming in underground communication. The wireless propagation is thoroughly analyzed to develop a model using the soil moisture as an input parameter to provide feedback mechanism while enhancing the system performance. The working of array element in the soil is analyzed. Moreover, the effect of soil texture and soil moisture on the resonant frequency and return loss is studied in detail. The wave refraction from the soil–air interface highly degrades the performance of the system. Furthermore, to beam steering is done to achieve high gain for lateral component improving the UG communication. The …

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Current Advances In Internet Of Underground Things, Abdul Salam, Usman Raza Aug 2020

Current Advances In Internet Of Underground Things, Abdul Salam, Usman Raza

Faculty Publications

The latest developments in Internet of Underground Things are covered in this chapter. First, the IOUT Architecture is discussed followed by the explanation of the challenges being faced in this paradigm. Moreover, a comprehensive coverage of the different IOUT components is presented that includes communications, sensing, and system integration with the cloud. An in-depth coverage of the applications of the IOUT in various disciplines is also surveyed. These applications include areas such as decision agriculture, pipeline monitoring, border control, and oil wells.

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Soil Moisture And Permittivity Estimation, Abdul Salam, Usman Raza Aug 2020

Soil Moisture And Permittivity Estimation, Abdul Salam, Usman Raza

Faculty Publications

The soil moisture and permittivity estimation is vital for the success of the variable rate approaches in the field of the decision agriculture. In this chapter, the development of a novel permittivity estimation and soil moisture sensing approach is presented. The empirical setup and experimental methodology for the power delay measurements used in model are introduced. Moreover, the performance analysis is explained that includes the model validation and error analysis. The transfer functions are reported as well for soil moisture and permittivity estimation. Furthermore, the potential applications of the developed approach in different disciplines are also examined.

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Signals In The Soil: Subsurface Sensing, Abdul Salam, Usman Raza Aug 2020

Signals In The Soil: Subsurface Sensing, Abdul Salam, Usman Raza

Faculty Publications

In this chapter, novel subsurface soil sensing approaches are presented for monitoring and real-time decision support system applications. The methods, materials, and operational feasibility aspects of soil sensors are explored. The soil sensing techniques covered in this chapter include aerial sensing, in-situ, proximal sensing, and remote sensing. The underlying mechanism used for sensing is also examined as well. The sensor selection and calibration techniques are described in detail. The chapter concludes with discussion of soil sensing challenges.

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Decision Agriculture, Abdul Salam, Usman Raza Aug 2020

Decision Agriculture, Abdul Salam, Usman Raza

Faculty Publications

In this chapter, the latest developments in the field of decision agriculture are discussed. The practice of management zones in digital agriculture is described for efficient and smart faming. Accordingly, the methodology for delineating management zones is presented. Modeling of decision support systems is explained along with discussion of the issues and challenges in this area. Moreover, the precision agriculture technology is also considered. Moreover, the chapter surveys the state of the decision agriculture technologies in the countries such as Bulgaria, Denmark, France, Israel, Malaysia, Pakistan, United Kingdom, Ukraine, and Sweden. Finally, different field factors such as GPS accuracy and …

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Autonomous Irrigation Management In Decision Agriculture, Abdul Salam, Usman Raza Aug 2020

Autonomous Irrigation Management In Decision Agriculture, Abdul Salam, Usman Raza

Faculty Publications

In this chapter, the important application of autonomous irrigation management in the field decision agriculture is discussed. The different types of sensor-guided irrigation systems are presented that includes center pivot systems and drip irrigation systems. Their sensing and actuator components are with detailed focus on real-time decision-making and integration to the cloud. This chapter also presents irrigation control systems which takes, as an input, soil moisture and temperature from IOUT and weather data from Internet and communicate with center pivot based irrigation systems. Moreover, the system architecture is explored where development of the nodes including sensing and actuators is presented. …

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Underground Wireless Channel Bandwidth And Capacity, Abdul Salam, Usman Raza Aug 2020

Underground Wireless Channel Bandwidth And Capacity, Abdul Salam, Usman Raza

Faculty Publications

The UG channel bandwidth and capacity are vital parameters in wireless underground communication system design. In this chapter, a comprehensive analysis of the wireless underground channel capacity is presented. The impact of soil on return loss, bandwidth, and path loss is discussed. The results of underground multi-carrier modulation capacity are also outlined. Moreover, the single user capacity and multi-carrier capacity are also introduced with an in-depth treatment of soil texture, soil moisture, and distance effects on channel capacity. Finally, the chapter is concluded with a discussion of challenges and open research issues.

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Modulation Schemes And Connectivity In Wireless Underground Channel, Abdul Salam, Usman Raza Aug 2020

Modulation Schemes And Connectivity In Wireless Underground Channel, Abdul Salam, Usman Raza

Faculty Publications

In this chapter, a thorough treatment of the modulation schemes for UG Wireless is presented. The effects of soil texture and water content on the capacity of multi-carrier modulation in WUC are discussed. The multi-carrier capacity model results are analyzed. Moreover, the underground MIMO design for underground communications is explained thoroughly. An analysis of medium access in wireless underground is done as well. Furthermore, the soil properties are considered for cross-layer communications of UG wireless. The performance analysis of traditional modulation schemes is also considered. The soil moisture-based modulation approach is also explored in this chapter. The connectivity and diversity …

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Variable Rate Applications In Decision Agriculture, Abdul Salam, Usman Raza Aug 2020

Variable Rate Applications In Decision Agriculture, Abdul Salam, Usman Raza

Faculty Publications

In this chapter, the variable rate applications (VRA) are presented for the field of decision agriculture. The characteristics of VRA control systems are described along with control hardware. Different types of VRA systems are discussed (e.g., liquid VRA systems and dry VRA systems). A case study is also explored in this regard. Moreover, recent advances and future trends are also outlined. Accordingly, a sustainable variable-rate irrigation scheduling is studied where different hardware and software component of the cyber-physical system are considered. Finally, chapter is concluded with a novel sensor deployment methodology.

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Seismic Design Coefficients For Speedcore Or Composite Plate Shear Walls - Concrete Filled (C-Psw/Cf), Shubham Agrawal, Morgan Broberg, Amit H. Varma Aug 2020

Seismic Design Coefficients For Speedcore Or Composite Plate Shear Walls - Concrete Filled (C-Psw/Cf), Shubham Agrawal, Morgan Broberg, Amit H. Varma

Bowen Laboratory Research Reports

This report summarizes the results from FEMA P695 analytical studies conducted to verify the seismic design factors for composite plate shear walls – concrete filled (C-PSW/CF), also referred to as Speedcore. ASCE 7-16 provides the seismic design factors, which include the seismic response modification factor, R, deflection amplification factor, Cd, and overstrength factor, Ωo, for various approved seismic systems. C-PSW/CFs are assigned a response modification factor of 6.5, a deflection amplification factor of 5.5, and an overstrength factor of 2.5 for C-PSW/CFs. These seismic design factors were selected based on the seismic performance of similar structural …

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A Data‐Driven Framework To Characterize State‐Level Water Use In The U.S., E Wongso, Roshanak Nateghi, Benjamin Zaitchik, Steven Quiring, Rohini Kumar Jul 2020

A Data‐Driven Framework To Characterize State‐Level Water Use In The U.S., E Wongso, Roshanak Nateghi, Benjamin Zaitchik, Steven Quiring, Rohini Kumar

School of Industrial Engineering Faculty Publications

Access to credible estimates of water-use are critical for making optimal operational de-15 cisions and investment plans to ensure reliable and affordable provisioning of water. Fur-16 thermore, identifying the key predictors of water use is important for regulators to pro-17 mote sustainable development policies to reduce water use. In this paper, we propose18 a data-driven framework, grounded in statistical learning theory, to develop a rigorously19 evaluated predictive model of state-level, per capita water use in the US as a function20 of various geographic, climatic and socioeconomic variables. Specifically, we compare the21 accuracy of various statistical methods in predicting the state-level, …

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Asymmetrical Response Of California Electricity Demand To Summer-Time Temperature Variation, Rohini Kumar, Benjamin A. Rachunok, Debora Maia-Silva, Roshanak Nateghi Jul 2020

Asymmetrical Response Of California Electricity Demand To Summer-Time Temperature Variation, Rohini Kumar, Benjamin A. Rachunok, Debora Maia-Silva, Roshanak Nateghi

School of Industrial Engineering Faculty Publications

Current projections of the climate-sensitive portion of residential electricity demand are based on estimating the temperature response of the mean of the demand distribution. In this work, we show that there is significant asymmetry in the summer-time temperature response of electricity demand in the state of California, with high-intensity demand demonstrating a greater sensitivity to temperature increases. The greater climate sensitivity of high-intensity demand is found not only in the observed data, but also in the projections in the near future (2021–2040) and far future periods (2081–2099), and across all (three) utility service regions in California. We illustrate that disregarding …

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Factorial Validity Of The Flight Risk Assessment Tool In General Aviation Operations, Chenyu Huang, Allen Xie, Flavio A.C. Mendonca Jun 2020

Factorial Validity Of The Flight Risk Assessment Tool In General Aviation Operations, Chenyu Huang, Allen Xie, Flavio A.C. Mendonca

Journal of Aviation Technology and Engineering

The Flight Risk Assessment Tool (FRAT) was developed and is recommended by the Federal Aviation Administration to provide a solution of proactively identifying and mitigating risk before each flight. General aviation (GA) operators are encouraged to adapt the FRAT based upon specific operational characteristics. Currently, most safety management systems-compliant GA operators have implemented various versions of FRATs with different operational purposes. However, the FRAT could be inappropriately implemented because of the dynamic operational features of GA operations. The purpose of this study is to explore insights into potential approaches to validate the FRAT that is used for flight risk assessment …

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Purdue Mission To Mars 2.0: A Learn-By-Doing Approach To Recruiting, Rustin Webster, Matthew Turner Jun 2020

Purdue Mission To Mars 2.0: A Learn-By-Doing Approach To Recruiting, Rustin Webster, Matthew Turner

School of Engineering Technology Faculty Publications

In the summer of 2018, a prior award winning and effective learn-by-doing recruiting event for Purdue Polytechnic New Albany (PPNA) was revamped since its inception in 2015 and delivered to 28 secondary education students. The authors’ internal, emotional drive to improve the recruiting event and host such a complex, dynamic, and hands-on engineering design and robotics experience again, was in hopes that students would be inspired to choose technology-related majors and apply to PPNA. The purpose of this descriptive nonexperimental study is to investigate the actual impact Purdue Mission to Mars (PMTM) 2.0 had on the students’ self-reported interest in …

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Comparison Of Pre-Intervention Idi Results From Stem And Non-Stem Undergraduate Students, Anne M. Lucietto, Lisa Russell Jun 2020

Comparison Of Pre-Intervention Idi Results From Stem And Non-Stem Undergraduate Students, Anne M. Lucietto, Lisa Russell

School of Engineering Technology Faculty Publications

The emphasis on intercultural competence is more prevalent in STEM (Science, Technology, Engineering and Mathematics) majors as the world shifts towards a more globalized economy. When entering higher education, students have differing levels of cultural interaction due to varying peer interaction, family experiences, international travel, and social media experiences. The Intercultural Development Inventory (IDI) has been used to develop an understanding of how students view others and the level of skills they have to interact and adapt to other cultures. Using published data focused on pre-intervention assessment, researchers compared it to data obtained from STEM students preparing for an international …

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Math Anxiety: Engineering Technology Students Problem Solving Through Rational Or Experiential Context, Anne M. Lucietto, Meher Rusi Taleyarkhan, Natalie Hobson, Therese M. Azevedo Jun 2020

Math Anxiety: Engineering Technology Students Problem Solving Through Rational Or Experiential Context, Anne M. Lucietto, Meher Rusi Taleyarkhan, Natalie Hobson, Therese M. Azevedo

School of Engineering Technology Faculty Publications

Math anxiety is a pernicious problem. The issue manifests in a variety of ways, some avoid math completely, while others enact coping skills to avoid the use of math. This study surveys students who are pursuing Engineering Technology degrees and delves into the tendencies of the students and how they utilize certain types of problem-solving techniques. The survey utilized the instrument Cognitive-Experiential Self Theory (CEST) [1]. The survey will help to learn the extent to which the students rely on the rational and experiential context of their lives to answer technical questions. The study is intended to enlighten educators and …

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Professional Women Identify Their Professional And Personal Needs, Anne M. Lucietto, Diane L. Peters, Meher Rusi Taleyarkhan, Shelly Tan Jun 2020

Professional Women Identify Their Professional And Personal Needs, Anne M. Lucietto, Diane L. Peters, Meher Rusi Taleyarkhan, Shelly Tan

School of Engineering Technology Faculty Publications

Professional women in various fields often express issues they encounter in being able to access quality materials to support professional and personal needs, as well as work-life balance. By studying a variety of modes through which these materials are generally obtained, including conference participation, informal communication via social media, and utilization of networking opportunities, several gaps were identified in available support for professionals. Professionals from various backgrounds were also surveyed in order to better identify their needs in terms of career development. Distributed through a variety of social networks including Facebook, Twitter, and LinkedIn, as well as the Indiana Secretary …

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Math Anxiety In Female And Underrepresented Minority Students A Literature Review, Anne M. Lucietto, Meher Rusi Taleyarkhan, Therese M. Azevedo, Natalie Hobson Jun 2020

Math Anxiety In Female And Underrepresented Minority Students A Literature Review, Anne M. Lucietto, Meher Rusi Taleyarkhan, Therese M. Azevedo, Natalie Hobson

School of Engineering Technology Faculty Publications

Educators have noticed that some students respond to exercises requiring mathematical calculations with numerical answers that are not correct and far from realistic. These student solutions are often given without further comment or calculation by the students and seem to such avoidance by the students to engage with the numerical calculations. Anecdotal evidence, by these educators, suggest that such responses are more prevalent from female and underrepresented minority groups — raising the question of whether demographics play a role in a students’ approach to numerical problems. Researchers have searched for existing work in this area and find that there are …

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Public Perception Of Engineering Technology: A Literature Review, Anne M. Lucietto, Shelly Tan, Liza Ann Russell, Mary E. Johnson Jun 2020

Public Perception Of Engineering Technology: A Literature Review, Anne M. Lucietto, Shelly Tan, Liza Ann Russell, Mary E. Johnson

School of Engineering Technology Faculty Publications

Engineering technology describes a field closely related to engineering in which practical application of learned concepts is emphasized over theoretical knowledge. Although an increasing amount of emphasis is being placed on the importance of this experiential learning in all engineering curricula, and the specifics of engineering technology’s place among engineering and technical fields is becoming clearer, there are still significant gaps in our understanding of several key aspects of this field. One of these aspects is its perception by the general public, which is important in, among other things, determining the employability of engineering technology program graduates and encouraging the …

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Evaluating Student Conceptions Of Technology Majors: Development Of Assessment Keyword Tables, Matthew Turner, Rustin Webster Jun 2020

Evaluating Student Conceptions Of Technology Majors: Development Of Assessment Keyword Tables, Matthew Turner, Rustin Webster

School of Engineering Technology Faculty Publications

This paper presents the continuation of research on student conceptions related to technology majors (TMs) and careers using the Aspirations, Interests, and Confidence (AIC) survey. For four years, first-semester students at Purdue New Albany, a statewide location for the Purdue Polytechnic, were surveyed in order understand their conceptions of TMs and job titles they associate with them. Prior work reported on dominate terms used by students to describe TM and careers including: Computer Graphics Technology (CGT), Electrical Engineering Technology (EET), Mechanical Engineering Technology (MET), and Manufacturing Engineering Technology (MHET). This paper presents the results of an online survey that asked …

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Advancing High School Stem Education: Implications For Engineering Technology, Anne M. Lucietto, Mesut Akdere Jun 2020

Advancing High School Stem Education: Implications For Engineering Technology, Anne M. Lucietto, Mesut Akdere

School of Engineering Technology Faculty Publications

A novel STEM education approach focused on competency-based education was implemented in a college preparatory high school. This high school is intended to provide students access to a nearby higher education institution, with the intent of aiding the students in obtaining STEM based education. This program prepares the students to move into the university environment by encouraging faculty collaboration with the high school, coursework promoting creativity and problem-solving skills, and the use of case studies in classroom instruction. These case studies are grounded in real-life scenarios students can expect to encounter in a professional setting. This study focuses on the …

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Congressional Committee Resources On Space Policy During The 115th Congress (2017-2018): Providing Context And Insight Into Us Government Space Policy, Bert Chapman May 2020

Congressional Committee Resources On Space Policy During The 115th Congress (2017-2018): Providing Context And Insight Into Us Government Space Policy, Bert Chapman

Libraries Faculty and Staff Presentations

Article 1 of the US Constitution assigns the US Congress numerous responsibilities. These include creating new laws, revising existing laws, funding government programs, and conducting oversight of these programs' performance. Oversight of US Government agency space policy programs is executed by various congressional space policy committees including the House and Senate Science Committees, Armed Services, and Appropriations Committees. These committees conduct many public hearings on space policy, which invite expert witnesses to testify on US space policy programs and feature debate on the strengths and weaknesses of these programs. Documentation produced by these committees is widely available to the public, …

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The Inaugural Readership And Authorship Report Of The Journal Of Pre-College Engineering Education Research (J-Peer), Senay Purzer, Emily Jones May 2020

The Inaugural Readership And Authorship Report Of The Journal Of Pre-College Engineering Education Research (J-Peer), Senay Purzer, Emily Jones

Journal of Pre-College Engineering Education Research (J-PEER)

The Journal of Pre-College Engineering Education Research (J-PEER) approaches a decade of publications since its launch in 2011. This inaugural report presents metrics and statistics on J-PEER's readership and authorship, looking specifically at data from 2019, along with reflections from the founding and immediate-past editors.

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Zenneck Waves In Decision Agriculture: An Empirical Verification And Application In Em-Based Underground Wireless Power Transfer, Usman Raza, Abdul Salam May 2020

Zenneck Waves In Decision Agriculture: An Empirical Verification And Application In Em-Based Underground Wireless Power Transfer, Usman Raza, Abdul Salam

Faculty Publications

In this article, the results of experiments for the observation of Zenneck surface waves in sub GHz frequency range using dipole antennas are presented. Experiments are conducted over three different soils for communications distances of up to 1 m. This empirical analysis confirms the existence of Zenneck waves over the soil surface. Through the power delay profile (PDP) analysis, it has been shown that other subsurface components exhibit rapid decay as compared to the Zenneck waves. A potential application of the Zenneck waves for energy transmission in the area of decision agriculture is explored. Accordingly, a novel wireless through-the-soil power …

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Understanding Early Childhood Engineering Interest Development As A Family-Level Systems Phenomenon: Findings From The Head Start On Engineering Project, Scott Pattison, Gina Svarovsky, Smirla Ramos-MontañEz, Ivel Gontan, Shannon Weiss, VeróNika NúÑEz, Pam Corrie, Cynthia Smith, Marcie Benne May 2020

Understanding Early Childhood Engineering Interest Development As A Family-Level Systems Phenomenon: Findings From The Head Start On Engineering Project, Scott Pattison, Gina Svarovsky, Smirla Ramos-MontañEz, Ivel Gontan, Shannon Weiss, VeróNika NúÑEz, Pam Corrie, Cynthia Smith, Marcie Benne

Journal of Pre-College Engineering Education Research (J-PEER)

There is growing recognition that interest is critical for engaging and supporting learners from diverse communities in engineering and other science, technology, engineering, and mathematics (STEM) topics. Although interest research has historically focused on older children, studies demonstrate that preschool-age and younger children also develop persistent, individualized interests in different objects, activities, and topics and that these early interests have important implications for ongoing learning and development. Unfortunately, there is relatively little research on engineering learning in early childhood and almost no work specific to the concept of interest. To begin to address this need, we conducted in-depth case study …

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