{"product_id":"spatial-statistics","title":"Spatial Statistics","description":"\u003cp\u003eGeospatial information modeling and mapping has become an important tool for the investigation and management of natural resources at the landscape scale. \u003cstrong\u003eSpatial Statistics: GeoSpatial Information Modeling and Thematic Mapping\u003c\/strong\u003e reviews the types and applications of geospatial information data, such as remote sensing, geographic information systems (GIS), and GPS as well as their integration into landscape-scale geospatial statistical models and maps. \u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eThe book explores how to extract information from remotely sensed imagery, GIS, and GPS, and how to combine this with field data—vegetation, soil, and environmental—to produce a spatial model that can be reconstructed and displayed using GIS software. Readers learn the requirements and limitations of each geospatial modeling and mapping tool. Case studies with real-life examples illustrate important applications of the models.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eTopics covered in this book include:\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cul\u003e \u003cbr\u003e\u003cbr\u003e\u003cp\u003e\u003c\/p\u003e \u003cli\u003eAn overview of the geospatial information sciences and technology and spatial statistics \u003c\/li\u003e \u003cbr\u003e\u003cbr\u003e \u003cbr\u003e\u003cbr\u003e\u003cp\u003e\u003c\/p\u003e \u003cli\u003eSampling methods and applications, including probability sampling and nonrandom sampling, and issues to consider in sampling and plot design \u003c\/li\u003e \u003cbr\u003e\u003cbr\u003e \u003cbr\u003e\u003cbr\u003e\u003cp\u003e\u003c\/p\u003e \u003cli\u003eFine and coarse scale variability\u003c\/li\u003e \u003cbr\u003e\u003cbr\u003e \u003cbr\u003e\u003cbr\u003e\u003cp\u003e\u003c\/p\u003e \u003cli\u003eSpatial sampling schemes and spatial pattern\u003c\/li\u003e \u003cbr\u003e\u003cbr\u003e \u003cbr\u003e\u003cbr\u003e\u003cp\u003e\u003c\/p\u003e \u003cli\u003eLinear and spatial correlation statistics, including Moran’s \u003cem\u003eI\u003c\/em\u003e, Geary’s \u003cem\u003eC\u003c\/em\u003e, cross-correlation statistics, and inverse distance weighting\u003c\/li\u003e \u003cbr\u003e\u003cbr\u003e \u003cbr\u003e\u003cbr\u003e\u003cp\u003e\u003c\/p\u003e \u003cli\u003eGeospatial statistics analysis using stepwise regression, ordinary least squares (OLS), variogram, kriging, spatial auto-regression, binary classification trees, cokriging, and geospatial models for presence and absence data \u003c\/li\u003e \u003cbr\u003e\u003cbr\u003e \u003cbr\u003e\u003cbr\u003e\u003cp\u003e\u003c\/p\u003e \u003cli\u003eHow to use R statistical software to work on statistical analyses and case studies, and to develop a geospatial statistical model \u003c\/li\u003e \u003cbr\u003e\u003cbr\u003e \u003c\/ul\u003e\u003cp\u003e\u003c\/p\u003e","brand":"Taylor \u0026 Francis","offers":[{"title":"Default Title","offer_id":45589103509742,"sku":"9780367865627","price":74.39,"currency_code":"AUD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0630\/9612\/7726\/files\/9780367865627.jpg?v=1721218559","url":"https:\/\/bookland.com.au\/products\/spatial-statistics","provider":"Book Land AU","version":"1.0","type":"link"}