Skip to Main content Skip to Navigation

Modelling spatio-temporal changes of benthic macroinvertebrate communities in Asian and European rivers

Abstract : Overall aims: Freshwater tropical and temperate river systems are known to support different biotic communities. In this study, I investigated benthic macroinvertebrate community composition and diversity and its spatial and temporal variation both in tropical Asian and temperate European regions. I also examined the influences of physical-chemical water quality variables on community composition, variations and diversity, and modelled the occurrence of selected species. Locations: Tropical Asia: the Lower Mekong Basin (LMB), covering an area of 609,000 km2; Temperate Europe: Western Europe, Flemish rivers (Belgium), covering an area of 13,787 km2. Materials and Methods: For the LMB, data collected from 2004 to 2008 were used, and median values of this period were analysed. For Flemish rivers, data collected from 1991 to 2010 were used. The data were divided into 4 periods: D1: 1991-1995, D2: 1996-2000, D3: 2001-2005 and D4: 2006-2010. The medians of each period were used for detailed spatial analyses. Multivariate analyses were applied to relate community composition and diversity to physical-chemical variables. Five modelling techniques namely Logistic Regression (LR), Random Forest (RF), Support Vector Machine (SVM), Artificial Neural Network (ANN) and Classification Tree (CT) were used to model the occurrence of selected species. Main results: Community composition variations, diversity and relationship with environmental variables From the LMB, 299 macroinvertebrate taxa belonging to 196 genera and 90 families were identified: 131 insects, 98 molluscs, 38 crustaceans, and 32 annelids.
Document type :
Complete list of metadatas
Contributor : Abes Star :  Contact
Submitted on : Friday, July 6, 2018 - 3:29:06 PM
Last modification on : Thursday, October 15, 2020 - 3:09:36 AM
Long-term archiving on: : Tuesday, October 2, 2018 - 3:14:59 AM


Version validated by the jury (STAR)


  • HAL Id : tel-01832089, version 1



Ratha Sor. Modelling spatio-temporal changes of benthic macroinvertebrate communities in Asian and European rivers. Earth Sciences. Université Paul Sabatier - Toulouse III; Rijksuniversiteit te Gent, 2017. English. ⟨NNT : 2017TOU30148⟩. ⟨tel-01832089⟩



Record views


Files downloads