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Building Feature Extraction with Machine Learning
Big geospatial datasets created by large infrastructure projects require massive computing resources to process. Feature extraction is a process used to reduce the initial set of raw data for manageable image processing, and machine learning (ML) is the science that supports it. This book focuses on feature extraction methods for optical geospatial data using ML. It is a practical guide for professionals and graduate students who are starting a career in information extraction. It explains spatial feature extraction in an easy-to-understand way and includes real case studies on how to collect height values for spatial features, how to develop 3D models in a map context, and others. Features ...
International Journal of Advanced Remote Sensing and GIS
International Journal of Advanced Remote Sensing and GIS (IJARSG, ISSN 2320 – 0243) is an open-access peer-reviewed scholarly journal publishes original research papers, reviews, case study, case reports, and methodology articles in all aspects of Remote Sensing and GIS including associated fields. This Journal commits to working for quality and transparency in its publishing by following standard Publication Ethics and Policies.
Sustainable Urbanism in Developing Countries
The mushrooming of illegal housing on the periphery of cities is one of the main consequences of rapid urbanisation associated with social and environmental problems in the developing countries. Sustainable Urbanism in Developing Countries discusses the linkage between urbanism and sustainability and how sustainable urbanism can be implemented to overcome the problems of housing and living conditions in urban areas. Through case studies from India, Indonesia, China, etc., using advanced GIS techniques, this book analyses several planning and design criteria to solve the physical, social, and economic problems of urbanisation and refers to urban planning as an effective measure to protect and...
Community-based Risk Communication Management
This book project has been an opportunity to share the plight of the flood-vulnerable communities of Davao City, Philippines. Aside from being a requirement to graduate under the PhD Development Studies program, the major objective is to find ways how the academe can help in alleviating the risks of flooding as a recurring disaster in these areas. As extensive literature on disaster studies examined risk communication and disaster risk management, it has been found to be discussed as separate concerns. These studies emphasize the significant role of risk communication and management at the level of the communities to enhance community preparedness and reduce the risks triggered by disasters ...
Sustainable Horticulture Development and Nutrition Security (Vol. 3)
We all are indebted to nature for providing us food and its resources for our subsistence and survival. In the food domain, cereal and legume grains occupy the front line, whereas, horticultural crops have occupied the second line of defense. For healthy diet cereals and legumes provide us with carbohydrates and protein, whereas, fruits and vegetables provide us minerals and vitamins. Both macro- and micro- nutrients are essential for human growth and development. The fruits and vegetables are the major source of micro-nutrients. It is estimated that up to 2.7 million lives could potentially be saved each year if fruit and vegetable production was sufficiently increased. Both at national and...
Urban Growth Patterns in India
This book uses spatio-temporal analysis to understand urbanisation in Indian cities and explain the concept and impact of global greenhouse gas (GHG) emissions. It creates a GHG footprint for Indian cities and engages in a discussion about the United Nations Sustainable Development Goals (SDGs) and smart city initiatives within an Indian context. Understanding the spatial patterns of land use/land cover (LULC) dynamics in the rapidly urbanising cities of India, the readers will be able to simulate future urbanisation patterns and use spatial temporal analysis as a tool for implementing appropriate mitigation measures. Features Analyses the complete urbanisation and urban sprawl of major citi...
SPATIAL ANALYSIS AND GEOSPATIAL TECHNOLOGIES
The administrators of city or a town adopt two approaches to evaluate the urban places and the impact of urbanization. The first approach undertakes the Study of size, function, growth rate, and tributary area of cities in the general fabric of settlements. The second approach deals with the internal structure of cities and the related factors, which control the layout and buildings, the character and intensity of land use, the movement of persons and goods between various functional areas. The land use planning is a part of larger process of city planning. It is basically concerned with location, intensity, and amount of land development required from various space using functions of city l...
Corruption Plots
Corruption Plots illuminates how corruption is fundamental to global storytelling about how states and elites abuse entrusted power in late capitalism. The millennial city of the global South is a charged setting for allegations of corruption, with skyscrapers, land grabs, and slum evictions invoking outrage at deepening economic polarization. Drawing on ethnography in Bengaluru and Mumbai and a cross-section of literary and cinematic stories from cities around the world, Malini Ranganathan, David L. Pike, and Sapana Doshi pay close attention to the racial, caste, class, and gender locations of the narrators, spaces, and publics imagined to be harmed by corruption. Corruption Plots demonstrates how corruption talk is leveraged to make sense of unequal spatial change and used opportunistically by those who are themselves implicated in wrongdoing. Offering a wide-ranging analysis of urban worlds, the authors reveal the ethical, spatial, and political stakes of storytelling and how vital it is to examine the corruption plot in all its contradictions.
