Advancing Land Change Modeling

Advancing Land Change Modeling

Author: National Research Council

Publisher: National Academies Press

Published: 2014-03-31

Total Pages: 267

ISBN-13: 0309288363

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People are constantly changing the land surface through construction, agriculture, energy production, and other activities. Changes both in how land is used by people (land use) and in the vegetation, rock, buildings, and other physical material that cover the Earth's surface (land cover) can be described and future land change can be projected using land-change models (LCMs). LCMs are a key means for understanding how humans are reshaping the Earth's surface in the past and present, for forecasting future landscape conditions, and for developing policies to manage our use of resources and the environment at scales ranging from an individual parcel of land in a city to vast expanses of forests around the world. Advancing Land Change Modeling: Opportunities and Research Requirements describes various LCM approaches, suggests guidance for their appropriate application, and makes recommendations to improve the integration of observation strategies into the models. This report provides a summary and evaluation of several modeling approaches, and their theoretical and empirical underpinnings, relative to complex land-change dynamics and processes, and identifies several opportunities for further advancing the science, data, and cyberinfrastructure involved in the LCM enterprise. Because of the numerous models available, the report focuses on describing the categories of approaches used along with selected examples, rather than providing a review of specific models. Additionally, because all modeling approaches have relative strengths and weaknesses, the report compares these relative to different purposes. Advancing Land Change Modeling's recommendations for assessment of future data and research needs will enable model outputs to better assist the science, policy, and decisionsupport communities.


Environmental Statistics, Assessment, and Forecasting

Environmental Statistics, Assessment, and Forecasting

Author: C. Richard Cothern

Publisher: CRC Press

Published: 1993-12-09

Total Pages: 436

ISBN-13: 9780873719360

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Environmental Statistics, Assessment, and Forecasting examines the current efforts to develop a coherent picture of national and regional environmental trends and conditions. The book includes sampling methodologies, statistical analysis techniques, environmental modeling, graphic presentation, including geographic information systems (GIS), and the problems involved in forecasting the future. The sampling and statistical techniques discussed include dealing with large variability and soft data; composite sampling; methods for combining data; data below the detection level; multivariate data; spatially censored, artificially censored, and incomplete data; kriging; and imputation. Geographic information system (GIS) analysis is discussed in the context of database management systems. Also covered are topics involved in the future of environmental statistics, including research planning, a bureau of environmental statistics, global interactions, and communication techniques. The book will interest statistical analysts, environmental planners, scientists, regulators, and policy makers in government, industry, and environmental groups.


Statistical Analysis Handbook

Statistical Analysis Handbook

Author: Dr Michael John de Smith

Publisher: The Winchelsea Press

Published:

Total Pages: 827

ISBN-13: 1912556081

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A Comprehensive Handbook of Statistical Concepts, Techniques and Software Tools.


Statistical Methods in Soil and Land Resource Survey

Statistical Methods in Soil and Land Resource Survey

Author: Richard Webster

Publisher: Oxford University Press, USA

Published: 1990

Total Pages: 336

ISBN-13:

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Quantitative description of variable material; Sampling and estimation; Generalization, prediction, and classification; Relations between variables: covariance and correlation; Regression; Relations between indivuduals: similarity; Ordination; Analysis of dispersion and discrimination; Numerical classification: hirarchical systems; Numerical classification: non-hierarchical methods; Spatial dependence; Nested sampling and analysis; Local estimation: kriging; Appendix: matrix methods and notation.


Tools for Land Use Analysis on Different Scales

Tools for Land Use Analysis on Different Scales

Author: Bas Bouman

Publisher: Springer

Published: 2013-12-19

Total Pages: 278

ISBN-13: 9401090246

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This book reflects the results of more than ten years of cooperative research involving Wageningen Agricultural University (y. l AU) in the Netherlands, the Tropical Agricultural Research and Higher Education Center (CATIE; Centro Agron6mico Tropical de lnvestigaci6n y Ensefianza) in Costa Rica and the Costa Rican Ministry of Agriculture and Livestock (MAG; Ministerio de Agricultura y Ganadeda) as part of the Research Program on Sustainability in Agriculture (REPOSA) in the Central American country. The type of cooperation was unusual as it focused on both research and the education of students undertaking either M. Sc. thesis projects or a program of practical training in the various aspects of studying land use. Since funding was provided by W AU, a high degree of scientific autonomy was created that has clearly benefited the independent, scientific rigor of the work. Over the ten-year period, the program has changed from being a patchwork of various insulated specialist projects, into a truly interdisciplinary effort, leading to the development of innovative tools for analyzing land use on a number of geographical scales. These tools are presented in this book. Besides CATIE and MAG, cooperation with other Costa Rican partner institutions has been essential from the beginning, and this process of interaction has also evolved considerably over time.