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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 ...
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...
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...
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...
The Wiley-Blackwell Encyclopedia of Urban and Regional Studies
Provides comprehensive coverage of major topics in urban and regional studies Under the guidance of Editor-in-Chief Anthony Orum, this definitive reference work covers central and emergent topics in the field, through an examination of urban and regional conditions and variation across the world. It also provides authoritative entries on the main conceptual tools used by anthropologists, sociologists, geographers, and political scientists in the study of cities and regions. Among such concepts are those of place and space; geographical regions; the nature of power and politics in cities; urban culture; and many others. The Wiley Blackwell Encyclopedia of Urban and Regional Studies captures t...
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...
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 ...
Climate Change in Water Resources
Climate change and global warming is one of the burning issues, which need more attention, awareness and understanding. It refers to change in average weather pattern for an extended period of time in terms of decades or millions of years. Climate change is caused by several factors like variation in solar radiation, plate movements and volcanic activities. In addition, human intervention plays a major role in ongoing climate change. The continuous rise in global temperature affecting the hydrological cycle has substantial impact on surface and sub-surface water resources. The Inter-governmental Panel on Climate Change (IPCC, 2000) reports that the surging population, increasing industrializ...
