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This inter-disciplinary book provides the latest advanced knowledge
of plant effects on vegetated soil properties such as water
retention capability, water permeability function, shear strength,
slope hydrology, movements and failure mechanisms, and applies this
knowledge to the solution of slope stability problems. It is the
first book to cover in detail not only the mechanical effects of
root reinforcement but more importantly the hydrological effects of
plant transpiration on soil suction, soil shear strength, and water
permeability. The book also offers a fundamental understanding of
soil-plant-water interaction. Analytical equations are provided for
predicting the combined hydrological and mechanical effects of
plant roots on slope stability. A novel method is also given for
simulating transpiration-induced suction in a geotechnical
centrifuge. Application of this method to the study of the failure
mechanisms of vegetated slopes reinforced by roots with different
architectures is discussed. This book is essential reading for
senior undergraduate and postgraduate students as well as
researchers in civil engineering, geo-environmental engineering,
plant ecology, agricultural science, hydrology and water resources.
It also provides advanced knowledge for civil engineers seeking
"green" engineering solutions to combat the negative impact of
climate change on the long-term engineering sustainability of
infrastructure slopes. Professionals other than civil engineers,
such as ecologists, agriculturists, botanists, environmentalists,
and hydrologists, would also find the book relevant and useful.
This inter-disciplinary book provides the latest advanced knowledge
of plant effects on vegetated soil properties such as water
retention capability, water permeability function, shear strength,
slope hydrology, movements and failure mechanisms, and applies this
knowledge to the solution of slope stability problems. It is the
first book to cover in detail not only the mechanical effects of
root reinforcement but more importantly the hydrological effects of
plant transpiration on soil suction, soil shear strength, and water
permeability. The book also offers a fundamental understanding of
soil-plant-water interaction. Analytical equations are provided for
predicting the combined hydrological and mechanical effects of
plant roots on slope stability. A novel method is also given for
simulating transpiration-induced suction in a geotechnical
centrifuge. Application of this method to the study of the failure
mechanisms of vegetated slopes reinforced by roots with different
architectures is discussed. This book is essential reading for
senior undergraduate and postgraduate students as well as
researchers in civil engineering, geo-environmental engineering,
plant ecology, agricultural science, hydrology and water resources.
It also provides advanced knowledge for civil engineers seeking
"green" engineering solutions to combat the negative impact of
climate change on the long-term engineering sustainability of
infrastructure slopes. Professionals other than civil engineers,
such as ecologists, agriculturists, botanists, environmentalists,
and hydrologists, would also find the book relevant and useful.
In the 1980s, traditional Business Intelligence (BI) systems
focused on the delivery of reports that describe the state of
business activities in the past, such as for questions like "How
did our sales perform during the last quarter?" A decade later,
there was a shift to more interactive content that presented how
the business was performing at the present time, answering
questions like "How are we doing right now?" Today the focus of BI
users are looking into the future. "Given what I did before and how
I am currently doing this quarter, how will I do next quarter?"
Furthermore, fuelled by the demands of Big Data, BI systems are
going through a time of incredible change. Predictive analytics,
high volume data, unstructured data, social data, mobile,
consumable analytics, and data visualization are all examples of
demands and capabilities that have become critical within just the
past few years, and are growing at an unprecedented pace. This book
introduces research problems and solutions on various aspects
central to next-generation BI systems. It begins with a chapter on
an industry perspective on how BI has evolved, and discusses how
game-changing trends have drastically reshaped the landscape of BI.
One of the game changers is the shift toward the consumerization of
BI tools. As a result, for BI tools to be successfully used by
business users (rather than IT departments), the tools need a
business model, rather than a data model. One chapter of the book
surveys four different types of business modeling. However, even
with the existence of a business model for users to express
queries, the data that can meet the needs are still captured within
a data model. The next chapter on vivification addresses the
problem of closing the gap, which is often significant, between the
business and the data models. Moreover, Big Data forces BI systems
to integrate and consolidate multiple, and often wildly different,
data sources. One chapter gives an overview of several integration
architectures for dealing with the challenges that need to be
overcome. While the book so far focuses on the usual structured
relational data, the remaining chapters turn to unstructured data,
an ever-increasing and important component of Big Data. One chapter
on information extraction describes methods for dealing with the
extraction of relations from free text and the web. Finally, BI
users need tools to visualize and interpret new and complex types
of information in a way that is compelling, intuitive, but
accurate. The last chapter gives an overview of information
visualization for decision support and text.
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