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Book Estimation of Soil Moisture and Earth Resistivity Using Wenner s Method and Machine Learning

Download or read book Estimation of Soil Moisture and Earth Resistivity Using Wenner s Method and Machine Learning written by Valdimiro Cussei and published by . This book was released on 2020 with total page 78 pages. Available in PDF, EPUB and Kindle. Book excerpt: The present research consists of using Wenner's four electrodes method to measure the electrical resistivity of soil (e.g., clayey silt and clay), applying two machine-learning algorithms (k Nearest Neighbor (KNN) and Support Vector Machine (SVM)) to predict the type of soil. Such predictions may be leveraged, e.g., to extract parameters to help choose materials to withstand electrochemical corrosion in a hybrid environment (soil and moisture). A dataset of 162 sample points was obtained from the literature (151 training, 11 testing points). From laboratory experiments, 26 sample points (corresponding to 130 measurements) were obtained; 6 points were added to the literature training dataset, and 20 were used as testing points for final validation. The results show that given the electrical resistivity of soil and its moisture, the KNN model is capable of predicting the type of soil with accuracy, error rate, sensitivity, specificity, and precision of 70%, 30%, 64%, 83%, and 90% respectively. In contrast, the SVM presented an error rate and accuracy of 44.1% and 55.9 % respectively.

Book Soil Water Measurement

    Book Details:
  • Author : J. David Cooper
  • Publisher : John Wiley & Sons
  • Release : 2016-01-19
  • ISBN : 1119106036
  • Pages : 368 pages

Download or read book Soil Water Measurement written by J. David Cooper and published by John Wiley & Sons. This book was released on 2016-01-19 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is written for all those involved in measurement of soil water phenomena, whether they be environmental scientists, field technicians, agronomists, meteorologists, hydrogeologists, foresters, physical geographers, civil or water engineers or students in these subjects. It contains a comprehensive description of all the major methods used for measurement of soil water content and potential, solute concentration, transport and balance of water and solutes, including recharge to groundwater aquifers. The emphasis is firmly on techniques which can be applied in the field or on samples obtained from the field. The theory and practice of the workings of the main instruments and methods available is described, along with practical tips on surmounting some of the main difficulties and explanations of many commonly encountered jargon words.

Book Measurement of Soil Moisture Content by Means of Electrical Resistivity

Download or read book Measurement of Soil Moisture Content by Means of Electrical Resistivity written by Vernon Trampe Loesing and published by . This book was released on 1948 with total page 84 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Book Site Investigation using Resistivity Imaging

Download or read book Site Investigation using Resistivity Imaging written by Sahadat Hossain and published by CRC Press. This book was released on 2018-08-06 with total page 232 pages. Available in PDF, EPUB and Kindle. Book excerpt: Subsurface investigation is the most important phase of any civil engineering construction or development activities. The geologic conditions can be extremely complex, variable, and subject to change with time; soil test borings and in-situ tests are employed to obtain subsoil information. Resistivity Imaging (RI) is a non-destructive, fast and cost-effective method of site investigation and soil characterization. Site Investigation using Resistivity Imaging aims to summarize pertinent details of RI in site investigation for geotechnical and geo-environmental applications. It aims to bridge the gap that currently exists between the geotechnical/geo-environmental and geophysical engineering community. The geotechnical and geo-environmental engineers will be able to use annd understand geophysical data and utilize the information for their design. Features: First comprehensive handbook aimed at engineers that summarises pertinent details of Resitivity Imaging (RI) in site investigation for geotechnical and geo-environmental applications. for geotechnical and geoenvironmental engineers, making it possible to interpret geophysical data and utilize the information for their design. explanining the advantages of RI over conventional site investigations: continuous image, large coverage, low cost, quick and easy data processing. It will be a comprehensive handbook for the application of RI in geotechnical and geo-environmental site investigations.

Book The Electrical Resistance Method of Measuring Soil Moisture

Download or read book The Electrical Resistance Method of Measuring Soil Moisture written by D. Crodney and published by . This book was released on 1951* with total page 7 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Book Electrical Resistivity and Conductivity

Download or read book Electrical Resistivity and Conductivity written by Adel El-Shahat and published by BoD – Books on Demand. This book was released on 2017-05-31 with total page 126 pages. Available in PDF, EPUB and Kindle. Book excerpt: Motivated by the importance of electrical resistivity and conductivity, important experts in this field grasp most recent researches in this book. It addresses recent advances in electrical resistivity and conductivity modelling, measurement, estimation and sensing methods and implications. This book introduces innovative case studies for "Electrical Resistivity Sensing Methods and Implications", "Resistivity Model of Frozen Soil and High-Density Resistivity Method for Exploration of Discontinuous Permafrost", "Measurement of Electrical Resistivity for Unconventional Structures", "Estimation of Hydrological Parameters from Geoelectric Measurements" and "Assessment of Cryoprotectant Concentration by Electrical Conductivity Measurement and Its Applications in Cryopreservation". These recent advances are well prepared and presented in six chapters. These chapters are carefully selected to reflect current variable techniques, new concepts and methods related to the book's topic from different perspectives.

Book Hydrological Characterization of a Forest Soil Using Electrical Resistivity Tomography

Download or read book Hydrological Characterization of a Forest Soil Using Electrical Resistivity Tomography written by Christoph Oberdörster and published by Forschungszentrum Jülich. This book was released on 2010 with total page 191 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Book The Influence of Changes in Water Content on the Electrical Resistivity of a Natural Unsaturated Loess

Download or read book The Influence of Changes in Water Content on the Electrical Resistivity of a Natural Unsaturated Loess written by J. A. Muñoz-Castelblanco and published by . This book was released on 2012 with total page 7 pages. Available in PDF, EPUB and Kindle. Book excerpt: Non-destructive methods of measuring water content in soils have been extensively developed in the last decades, especially in soil science. Among these methods, the measurements based on the electrical resistivity are simple and reliable thanks to the clear relationship between the water content and the electrical resistivity of soils. In this work, a new electrical resistivity probe was developed to monitor the change in local water content in the triaxial apparatus. The probe is composed of two-pair of electrodes, and an electrical current is induced through the soil at the vicinity of the contact between the probe and the specimen. Some experimental data on the changes in resistivity with the degree of saturation were obtained in specimens of a natural unsaturated loess from Northern France. Two theoretical models of resistivity were also used to analyze the obtained data. Results are finally discussed with respect to the loess's water retention properties.

Book Ecohydrology of Water Controlled Ecosystems

Download or read book Ecohydrology of Water Controlled Ecosystems written by Ignacio Rodríguez-Iturbe and published by Cambridge University Press. This book was released on 2007-02-26 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Addressing the connections between the hydrologic cycle and plant ecosystems, the authors build suitable mathematical models and apply them to studying the ecosystem structure. Response to rainfall and climate forcing is analyzed from different areas of the world, including savannas, grasslands and forests. The book will appeal to advanced students and researchers in environmental science, hydrology, ecology, earth science, civil and environmental engineering, agriculture, and atmospheric science.

Book Resistivity and Induced Polarization

Download or read book Resistivity and Induced Polarization written by Andrew Binley and published by Cambridge University Press. This book was released on 2020-12-17 with total page 409 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive text on resistivity and induced polarization covering theory and practice for the near-surface Earth supported by modelling software.

Book Methods of Measuring Soil Moisture in the Field

Download or read book Methods of Measuring Soil Moisture in the Field written by Arnold Ivan Johnson and published by . This book was released on 1961 with total page 64 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Book Internet of Things in Smart Sewer and Drainage Systems

Download or read book Internet of Things in Smart Sewer and Drainage Systems written by Abdul Salam and published by Springer Nature. This book was released on 2024-01-15 with total page 144 pages. Available in PDF, EPUB and Kindle. Book excerpt: This multidisciplinary book provides insights into the applications of the Internet of Things (IoT) to combined sewer overflows (CSO) and stormwater management (SWM) systems. It explores technical challenges and presents recent results to improve sewer and drainage system management using wireless underground communications and sensing in IoT. The book addresses both existing sensing network technologies and those currently in development in three major areas of CSO: combined sewer overflow management, subsurface sensing, and antennas in the layered medium. It explores new applications of IoT in sewer systems to improve public health, foster economic growth, and enhance environmental quality and responsibility for the community. Internet of Things in Smart Sewer and Drainage Systems: Theory and Applications will be a valuable reference for graduate students and academic researchers, as well as a hands-on guide for wastewater technicians, sanitary engineers, environmental specialists, and related industry practitioners.

Book Handbook of Agricultural Geophysics

Download or read book Handbook of Agricultural Geophysics written by Barry Allred and published by CRC Press. This book was released on 2008-06-10 with total page 434 pages. Available in PDF, EPUB and Kindle. Book excerpt: Precision farming, site infrastructure assessment, hydrologic monitoring, and environmental investigations- these are just a few current and potential uses of near-surface geophysical methods in agriculture. Responding to the growing demand for this technology, the Handbook of Agricultural Geophysics supplies a clear, concise overview of nea