71 research outputs found
Interaction of Electromagnetic S-Wave with a Metal Film Located Between Two Dielectric Mediums
Generalization of the theory of interaction of electromagnetic S-wave with a
metal film on a case of the film concluded between two dielectric environments
is developed.Comment: 13 pages, 10 figure
A Novel Algorithm for Digital Lithological Mapping-Case Studies in Sri Lanka's Mineral Exploration
Conventional manual lithological mapping (MLM) through field surveys are
resource-extensive and time-consuming. Digital lithological mapping (DLM),
harnessing remotely sensed spectral imaging techniques, provides an effective
strategy to streamline target locations for MLM or an efficient alternative to
MLM. DLM relies on laboratory-generated generic end-member signatures of
minerals for spectral analysis. Thus, the accuracy of DLM may be limited due to
the presence of site-specific impurities. A strategy, based on a hybrid
machine-learning and signal-processing algorithm, is proposed in this paper to
tackle this problem of site-specific impurities. In addition, a soil pixel
alignment strategy is proposed here to visualize the relative purity of the
target minerals. The proposed methodologies are validated via case studies for
mapping of Limestone deposits in Jaffna, Ilmenite deposits in Pulmoddai and
Mannar, and Montmorillonite deposits in Murunkan, Sri Lanka. The results of
satellite-based spectral imaging analysis were corroborated with X-ray
diffraction (XRD) and Magnetic Separation (MS) analysis of soil samples
collected from those sites via field surveys. There exists a good
correspondence between the relative availability of the minerals with the XRD
and MS results. In particular, correlation coefficients of 0.8115 and 0.9853
were found for the sites in Pulmoddai and Jaffna respectively
An evaluation tool kit of air quality micro-sensing units.
Recent developments in sensory and communication technologies have made the development of portable air-quality (AQ) micro-sensing units (MSUs) feasible. These MSUs allow AQ measurements in many new applications, such as ambulatory exposure analyses and citizen science. Typically, the performance of these devices is assessed using the mean error or correlation coefficients with respect to a laboratory equipment. However, these criteria do not represent how such sensors perform outside of laboratory conditions in large-scale field applications, and do not cover all aspects of possible differences in performance between the sensor-based and standardized equipment, or changes in performance over time. This paper presents a comprehensive Sensor Evaluation Toolbox (SET) for evaluating AQ MSUs by a range of criteria, to better assess their performance in varied applications and environments. Within the SET are included four new schemes for evaluating sensors' capability to: locate pollution sources; represent the pollution level on a coarse scale; capture the high temporal variability of the observed pollutant and their reliability. Each of the evaluation criteria allows for assessing sensors' performance in a different way, together constituting a holistic evaluation of the suitability and usability of the sensors in a wide range of applications. Application of the SET on measurements acquired by 25 MSUs deployed in eight cities across Europe showed that the suggested schemes facilitates a comprehensive cross platform analysis that can be used to determine and compare the sensors' performance. The SET was implemented in R and the code is available on the first author's website.CITI-SENSE, initiated in October 2012, is a four year Collaborative Project partly funded by the EU FP7-ENV-2012 under grant agreement 308524
- …