Author

M. A. Rawlins

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

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Ecology· 1

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Research Focus:benchmarking· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

A. Araza· 1 shared C. Duku· 1 shared L. Hein· 1 shared R. Lomboy· 1 shared

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2020-2020 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperEcology

A. Araza

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1 paper

Recent·Most cited

EcologybioRxivPreprintNov 14, 2020

Data-driven streamflow modelling in ungauged basins: regionalizing random forest (RF) models

A. Araza, L. Hein, C. Duku…·R. Lomboy

This study regionalizes random forest streamflow models across 21 Luzon watersheds using clustering methods, finding that PCA-based clustering improves model performance in ungauged basins.

DOI 10.1101/2020.11.14.382598

machine learning (classical)benchmarking