ISBN:
9783030260507
Series Statement:
Encyclopedia of Earth Sciences Series
Content:
Artificial Intelligence -- Bigdata -- Chaos and Singularity Analysis in Geosciences -- Compositional Data Analysis -- Computational Geosciences -- Digital Image Processing and Analysis -- Fractals and Multifractals -- Fuzzy and Rough Set Theory in Geosciences -- Geographical Information Science -- Geomathematics -- Geostatistics -- Inversion Theory -- Kriging -- Machine Learning and Geosciences -- Mathematical Morphology -- Mathematical Petrology -- Morphometry and Hypsometry -- Multiple Point Statistics -- Neural Networks -- Signal Processing and Analysis -- Spatial Data Sciences -- Spatial Statistics -- Stochastic -- Wavelets in Geosciences.
Content:
The Encyclopedia of Mathematical Geosciences is a complete and authoritative reference work. It provides concise explanation on each term that is related to Mathematical Geosciences. Over 300 international scientists, each expert in their specialties, have written over 300 separate articles on different topics of mathematical geosciences including contributions on Artificial Intelligence, Big Data, Compositional Data Analysis, Geomathematics, Geostatistics, Mathematical Morphology, Mathematical Petrology, Multifractals, Multiple Point Statistics and Stochastic Process Modeling. Each topic incorporates cross-referencing to related articles, and also has its own reference list to lead the reader to essential articles within the published literature. The entries are arranged alphabetically, for easy access, and the subject and author indices are comprehensive and extensive.
Language:
English
Keywords:
Geowissenschaften
;
Datenanalyse
;
Künstliche Intelligenz
;
Maschinelles Lernen
;
Neuronales Netz
;
Explorative Datenanalyse
;
Geologie
;
Statistik
;
Geostatistik
;
Fuzzy-Logik
;
Methode
;
Geowissenschaften
;
Datenauswertung
;
Statistische Analyse
;
Angewandte Mathematik
;
Wavelet
DOI:
10.1007/978-3-030-26050-7
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