Document Type

Conference Proceeding

Publisher

Australian Society of Information and Communication Technologies in Agriculture

Faculty

Faculty of Health, Engineering and Science

School

School of Computer and Security Science / eAgriculture Research Group

RAS ID

18505

Comments

Nallan, S. , Armstrong, L. , Croke, B., & Tripathy, A. K. (2014). Geospatial data pre-processing on watershed datasets: A GIS approach. Proceedings of Asian Federation for Information Technology in Agriculture. (pp. 328-336). Perth, W.A. Australian Society of Information and Communication Technologies in Agriculture. Available here

Abstract

Spatial data mining helps to identify interesting patterns from the spatial data sets. However, geo spatial data requires substantial data pre-processing before data can be interrogated further using data mining techniques. Multi-dimensional spatial data has been used to explain the spatial analysis and SOLAP for pre-processing data. This paper examines some of the methods for pre-processing of the data using Arc GIS 10.2 and Spatial Analyst with a case study dataset of a watershed.

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