APPLICATION OF FUZZY-SETS IN SOIL SCIENCE - FUZZY-LOGIC, FUZZY MEASUREMENTS AND FUZZY DECISIONS

Citation
Ab. Mcbratney et Ioa. Odeh, APPLICATION OF FUZZY-SETS IN SOIL SCIENCE - FUZZY-LOGIC, FUZZY MEASUREMENTS AND FUZZY DECISIONS, Geoderma, 77(2-4), 1997, pp. 85-113
Citations number
77
Categorie Soggetti
Agriculture Soil Science
Journal title
ISSN journal
00167061
Volume
77
Issue
2-4
Year of publication
1997
Pages
85 - 113
Database
ISI
SICI code
0016-7061(1997)77:2-4<85:AOFISS>2.0.ZU;2-P
Abstract
Fuzzy systems, including fuzzy set theory and fuzzy logic, provide a r ich and meaningful improvement, or extension of conventional logic. Th e mathematics generated by this theory is consistent, and fuzzy set th eory may be seen as a generalisation of classic set theory. Applicatio ns in soil science, which may be generated from, or adapted to fuzzy s et theory and fuzzy logic, are wide-ranging: numerical classification of soil and mapping, land evaluation, modelling and simulation of soil physical processes, fuzzy soil geostatistics, soil quality indices an d fuzzy measures of imprecisely defined soil phenomena. Many other soi l concepts or systems may be modelled simulated, and even replicated w ith the help of fuzzy systems, not the least of which is human reasoni ng itself.