Title:

A Fuzzy Rulebase Approach to Remap Gridded Spatial Data: First Experiments

Subtitle:

Raport Badawczy = Research Report ; RB/41/2013

Creator:

Verstraete, Jӧrg Lodewijk : Autor

Publisher:

Instytut Badań Systemowych. Polska Akademia Nauk ; Systems Research Institute. Polish Academy of Sciences

Place of publishing:

Warszawa

Date issued/created:

2013

Description:

7 pages ; 21 cm ; Bibliography p. 7

Subject and Keywords:

Grid ; Fuzzy methods ; Siatka przestrzenna ; Analiza danych przestrzennych ; Spatial data analysis ; Przetwarzanie rozmyte

Abstract:

In many fields of research where different gridded spatial data needs to be processed, the grids do not align properly. This can be for a multitude of reasons for this, and it complicates drawing conclusions and further processing the data, requiring one grid to be transformed to match the other grid. In this article, we present the first results of a completely new approach to transforming data that are represented in one grid, to have it match a given target grid. The approach uses techniques from artificial intelligence and simulates an intelligent reasoning on how the grid can be transformed, using additionally available information to estimate the underlying distribution. The article describes the algorithm, and results on artificial datasets are discussed.

Relation:

Raport Badawczy = Research Report

Resource type:

Text

Detailed Resource Type:

Report

Source:

RB-2013-41

Language:

eng

Language of abstract:

eng

Rights:

Creative Commons Attribution BY 4.0 license

Terms of use:

Copyright-protected material. [CC BY 4.0] May be used within the scope specified in Creative Commons Attribution BY 4.0 license, full text available at: ; -

Digitizing institution:

Systems Research Institute of the Polish Academy of Sciences

Original in:

Library of Systems Research Institute PAS

Projects co-financed by:

Operational Program Digital Poland, 2014-2020, Measure 2.3: Digital accessibility and usefulness of public sector information; funds from the European Regional Development Fund and national co-financing from the state budget.

Access:

Open