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Habitat Suitability and Distribution Models
This book introduces the key stages of niche-based habitat suitability model building, evaluation and prediction required for understanding and predicting future patterns of species and biodiversity. Beginning with the main theory behind ecological niches and species distributions, the book proceeds through all major steps of model building, from conceptualization and model training to model evaluation and spatio-temporal predictions. Extensive examples using R support graduate students and researchers in quantifying ecological niches and predicting species distributions with their own data, and help to address key environmental and conservation problems. Reflecting this highly active field of research, the book incorporates the latest developments from informatics and statistics, as well as using data from remote sources such as satellite imagery. A website at www.unil.ch/hsdm contains the codes and supporting material required to run the examples and teach courses.
Boosting
An accessible introduction and essential reference for an approach to machine learning that creates highly accurate prediction rules by combining many weak and inaccurate ones. Boosting is an approach to machine learning based on the idea of creating a highly accurate predictor by combining many weak and inaccurate “rules of thumb.” A remarkably rich theory has evolved around boosting, with connections to a range of topics, including statistics, game theory, convex optimization, and information geometry. Boosting algorithms have also enjoyed practical success in such fields as biology, vision, and speech processing. At various times in its history, boosting has been perceived as mysterio...
Ecology and Conservation of Forest Birds
An authoritative review of the ecology of forest birds and their conservation issues throughout the Northern Hemisphere.
Views from the Alps
Although climate change is a global problem, there is growing recognition of the need to look at its regional manifestations and management. This book takes such an approach to the Alpine region. The result of the ongoing Swiss research program Climate and Environment in the Alpine Region [Clear], it incorporates the work of an independent network of approximately fifty researchers from a variety of disciplines.
Conservation Translocations
Provides a holistic and comprehensive approach, covering a wide range of topics and issues relevant to conservation translocations.
Ecology and Conservation of Mountain Birds
A unique global review of high mountain bird ecology, conservation, knowledge gaps, and research priorities for their persistence.
Why Conserve Nature?
A philosophical discussion about the meanings of nature which can give rise to our motivations to conserve nature.
Natural Resource Management Reimagined
Brings scientists, policy makers, land and water managers and citizen stakeholders together to resolve natural resource and environmental problems.
Alexander von Humboldt
This book aims to view and to understand Alexander von Humboldt from different perspectives and in varying disciplinary contexts. His contributions addressed numerous topics in the earth but also life sciences—spanning from geo-botany, climatology, paleontology, oceanography, mineralogy, resources, and hydrogeology to links between the environmental impact of humans, erosion, and climate change. From the very beginning, he paved the way for a modern, integrated earth system science approach to decipher, characterize, and model the different forcing factors and their feedback mechanisms. It becomes obvious that Humboldt’s holistic approach is far beyond simple description and empiric data collection. As documented and analyzed in the different texts of this volume, he combines observation and analysis with emotions and subjective perceptions in a very affectionate way. However, this publication does not intend to add another encyclopedic text compilation but to observe and critically analyze this unique personality ́s relevance in a modern context, particularly in discussing environmental and social key issues in the twenty-first century.
Comparative Plant Succession Among Terrestrial Biomes of the World
Provides a comparative approach to plant succession among all terrestrial biomes and disturbances, helping to reveal generalizable patterns.
