Silhouette width using generalized mean—A flexible method for assessing clustering efficiency

A Lengyel, Z Botta‐Dukát - Ecology and evolution, 2019 - Wiley Online Library
Cluster analysis plays vital role in pattern recognition in several fields of science. Silhouette
width is a widely used index for assessing the fit of individual objects in the classification, as …

Classification of the European marsh vegetation (Phragmito‐Magnocaricetea) to the association level

F Landucci, K Šumberová, L Tichý… - Applied Vegetation …, 2020 - Wiley Online Library
Aims To create a comprehensive, consistent and unequivocal phytosociological
classification of European marsh vegetation of the class Phragmito‐Magnocaricetea …

Optimal transformation of species cover for vegetation classification

L Tichý, SM Hennekens, P Novák… - Applied Vegetation …, 2020 - Wiley Online Library
Aims Vegetation‐plot sampling usually involves estimating species cover. For classifying
plots to vegetation types, covers are often transformed to decrease the effect of dominant …

Community patterns and environmental drivers in hyper‐diverse kwongan scrub vegetation of Western Australia

JL Tsakalos, M Renton, MP Dobrowolski… - Applied Vegetation …, 2018 - Wiley Online Library
Questions The community patterns in kwongan, a mediterranean‐type scrub on nutrient‐
poor soils occurring in Western Australia, are poorly understood due to only few, focused …

A comparative study of hard clustering algorithms for vegetation data

N Pakgohar, J Eshaghi Rad, G Gholami… - Journal of …, 2021 - Wiley Online Library
Questions Which clustering algorithms are most effective according to different cluster
validity evaluators? Which distance or dissimilarity measure is most suitable for clustering …

[PDF][PDF] Geobotany Revisited-A Glimpse at the Blooming and Influential Discipline With Its Strong Roots in the Beauty of Nature and the Pragmatic Need of Its Protection …

A Nowak, S Nowak - Acta Societatis Botanicorum Poloniae, 2022 - researchgate.net
Abstract e dreams of Humboldt and many of his successors have not yet come true.
Despite the great achievements of the last century, we still do not know the total number of …

[PDF][PDF] Multilayer landscape classification based on potential vegetation

KD Konrád, Á Bede-Fazekas, Z Molnár, I Somodi - Preslia, 2022 - researchgate.net
Vegetation-based landscape classifications reflecting combinations of different vegetation
types promote the understanding of landscape patterns and ecological restoration …

Composition and ecological drivers of the kwongan scrub and woodlands in the northern Swan Coastal Plain, Western Australia

JL Tsakalos, M Renton, MP Dobrowolski… - Austral …, 2019 - Wiley Online Library
The nature of community patterns and environmental drivers in kwongan mediterranean‐
type shrubland on nutrient‐poor soils occurring in Western Australia remain poorly …

[HTML][HTML] Syntaxonomy and ecological differentiation of the pioneer vegetation of Ukraine. 2. Helichryso-Crucianelletea maritimae, Festucetea vaginatae, Koelerio …

DV Dubyna, TP Dziuba, SM Iemelianova… - Biosystems …, 2020 - cyberleninka.ru
Pioneer psammophytic vegetation is usually developed on wind-drift sandy substrates such
as arenas, spits, beaches, river terraces, and this vegetation occupies significant areas in all …

Quantitative evaluation of internal cluster validation indices using binary data sets

N Pakgohar, A Lengyel… - Journal of Vegetation …, 2024 - Wiley Online Library
Aims Different clustering methods often classify the same data set differently. Selecting the
“best” clustering solution from alternatives is possible with cluster validation indices …