43 research outputs found
Probabilistic PCA Based Hyper Spectral Image Classification for Remote Sensing Applications
A Band Selection Method For Hyperspectral Image Classification Based On Cuckoo Search Algorithm With Correlation Based Initialization
An Optimized Breast Cancer Diagnosis System Using a Cuckoo Search Algorithm and Support Vector Machine Classifier
ALST-W integrated index for enhanced surface temperature mapping of water bodies and vegetation using Landsat 8/9 satellite bands
Abstract Researchers are developing new methods to analyze changes in satellite data across various locations using remote sensing and geographic information systems (GIS). Land Surface Temperature (LST) maps are important indices for understanding changes in global land use and land cover (LU/LC). This study introduces the ALST-W (Adaptive Land Surface Temperature of Water Bodies) index to investigate the impact of water bodies on the LST map of the non-forest-covered Javadi Hills region, India, using Landsat 9/8 images for 2020, 2022, and 2024. The ALST-W results were compared with reference maps from Google Earth Engine (GEE), and the findings showed a good average accuracy of 95.06%. This study introduces the new index of the ALST-W, which displays the temperature data for high and low vegetation, along with the water bodies in a single raster map. The information from this work helps communities and policymakers understand environmental changes and take informed actions to protect vegetation and water bodies from significant future loss
A study of institutional, contextual and socioeconomic factors affecting county e-government:
Governments at all levels in the United States are rapidly transforming to Internet to provide public services and public administrators are increasingly implementing various strategies to enable this transformation. Scholars and academicians have researched the growth of this phenomenon in recent decades, including the factors associated with the adoption of e-government at the state and municipals levels. E-Government literature however provides little information related specifically to counties' adoption of e-government in the United States. Research on county e-government has tended to focus primarily on socioeconomic factors. Although some researchers have studied the effect of institutional and contextual factors on county e-government in particular states, none have studied their influence on counties across the United States.Based on a survey of county administrators who are primarily responsible for e-government services, this research attempts to capture the role played by institutional, contextual and socioeconomic factors on e-government adoption at the county level all over the United States. The institutional variables consist of size and structure of the county government, budget resources, technical capacity, stakeholder support, contracting and presence of an IT champion. The contextual variables consist of the measure of the county's professional networking, external collaboration, regional pressure and business demand in the county. Additionally, certain socio-economic variables are considered, such as population, education and income level of the county residents. These factors are tested based on an evaluation of county websites using a conceptual framework consisting of three e-government dimensions: e-information, e-transaction and e-participation. These dimensions are operationalized based on the Rutgers E-Governance Index and validated by an expert review process. Literature also suggests an evolutionary approach to e-government growth - in terms of stages ranging from webpage development to full service integration and the involvement of all sections of society. Accordingly, the research also tests the stages of development of e-government among counties by assessing their status in each dimension and determining if the proposed dimensions follow a staged pattern.Ph.D.Includes bibliographical references (p. 137-143)by Aroon P. Manohara
Epidural Needle Insertion Simulator: A device for training resident anaesthesiologists
Epidural anaesthesia is a pain relief technique commonly performed on patients in labor. It requires insertion of a needle into patients back into the epidural space of the spine and inject anaesthetic. It is a blind procedure and anaesthesiologists rely only on the forces felt during needle insertion to determine the position of the needle tip. It is a complex procedure that requires training. However, in a majority of hospitals the residents are trained on patiets. In this thesis development and validation of a new epidural needle insertion simulator with haptic feedback is discussed. . The simulator has 1DOF for needle insertion and 1DOF for needle orientation. The simulator uses a cable-pulley mechanism to transmit forces to the needle. The simulator provides active force-feedback by means of a motor in the needle insertion direction and passive force-feedback by means of a brake in the needle orientation direction. The simulator simulates needle-tissue and needle-bone interaction forces. It also incorporates simulation of different virtual patients, which can be selected from the graphical user interface. The real-time position of the needle can be seen in the graphical user interface. The simulator is validated through experiments by expert anaesthesiologists and novices. The simulator is validated for face and constuct validity. The results were promising showing high acceptance rate with addition of some features. Moreover, difference in performance between experts and novices was found and thus evaluating similarity to a real scenario.BioMechanical EngineeringMechanical, Maritime and Materials Engineerin
de-VAP - (Decentralized desiccant enhanced evaporative cooling integrated facade)
The objective of the thesis is to reduce the cooling load of the offices in Delhi, India by integrating passive strategies and low-ex cooling (evaporative) technology through facades as a decentralized ventilation system. The cooling demand in India is going to increase up to 8 folds by 2030. Almost 50% of the energy is spent on space cooling for offices in Indian climatic conditions. In order to reduce the cooling demand alternative low ex cooling technologies are being researched and implemented. In this thesis, various types of evaporative cooling and their various properties and its application on Delhi’s climatic scenario and its limitations were studied as one of the low-ex techs. The study concludes by choosing Dew-point indirect evaporative cooler because of its high wet bulb effectiveness with no addition of humidity. For continuous operation, the humidity in the air needs to removed before supplying it to the cooler. So, the design involves a combination of Dew-point Indirect evaporative cooler (D-IEC) coupled with Desiccant coated heat exchanger (DCHE). The system also requires a source for heating and cooling down the water for Regeneration cycle and Dehumidification cycle, evaporative cooler respectively. The cooling demand of the building needs to be addressed by multiple devices in a decentralized ventilation system. The total number of devices required determines the cost of installation and ease of maintenance over the years and it depends on the cooling load. So, it is necessary to reduce the cooling demand of the building using passive strategies before integrating the evaporative cooler. The building’s cooling load has been reduced to 50W/m2 by adapting suitable passive strategies like shading systems, reducing U values of walls, glazing and roof, reducing infiltration and the internal heat gain. The above-mentioned strategies result in 146.41kWh/m2/yr with a water-based chiller (CENTRALIZED), and it is efficient when compared to the recommended national figure of 180 kWh/m2/yr. But using the De-VAP systems (DECENTRALIZED) cuts down the energy by even much further to up to 40% (92.26kWh/m2) in which almost 1/3rd of the energy can be generated by installing PV on the roof. This design takes us further one step closer to the NET ZERO building.COOL FacadeArchitecture, Urbanism and Building Sciences | Building Technology | Sustainable Desig
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Periyar’s Political Atheism
Intervening in contemporary debates around secularism, this article describes the tension between New Atheism and religious extremism as a “false conflict”. The author argues that political atheism—drawn from his engagement with the works of Periyar E.V. Ramasamy—offers “a radical alternative rooted in a broader critique of hierarchical power”
Difficult Fraternities
This is a book review of Rajmohan Gandhi\u27s Fraternity: Constitutional Norm and Human Need (Speaking Tiger, 2024). The author appreciates Gandhi\u27s utilization of different perspectives to defend the idea of fraternity, while also considering the various difficulties for the norm to be put into practice
