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Species Classification and Mean Ring-Width Prediction from Dendrochronological Features: A SHAP-Informed Ensemble Learning Analysis of the Turkey ITRDB Data

https://doi.org/10.2139/ssrn.7158741
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Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/ecs2.4453openalex-snapshot
Using machine learning on tree‐ring data to determine the geographical provenance of historical construction timbers
inferredcites →https://doi.org/10.1002/joc.1145openalex-snapshot
Reconstruction (1689-1994 AD) of April-August precipitation in the southern part of central Turkey
inferredcites →https://doi.org/10.1002/joc.1459openalex-snapshot
A regional high‐frequency reconstruction of May–June precipitation in the north Aegean from oak tree rings, A.D. 1089–1989
inferredcites →https://doi.org/10.1007/978-1-4020-5725-0openalex-snapshot
Dendroclimatology : progress and prospects
inferredcites →https://doi.org/10.1007/978-3-0348-0396-0openalex-snapshot
Alpine Treelines
inferredcites →https://doi.org/10.1007/978-94-009-1273-1openalex-snapshot
Tree Rings: Basics and Applications of Dendrochronology
inferredcites →https://doi.org/10.1007/978-94-015-7879-0openalex-snapshot
Methods of Dendrochronology
inferredcites →https://doi.org/10.1016/j.dendro.2008.01.002openalex-snapshot
A dendrochronology program library in R (dplR)
inferredcites →https://doi.org/10.1016/j.dendro.2012.04.003openalex-snapshot
Tree-ring growth of Pinus nigra Arn. subsp. pallasiana under different climate conditions throughout western Anatolia
inferredcites →https://doi.org/10.1016/j.ibiod.2007.07.013openalex-snapshot
Dendrochronological dating and provenancing of timber used as foundation piles under historic buildings in The Netherlands
inferredcites →https://doi.org/10.1016/j.rse.2016.08.013openalex-snapshot
Review of studies on tree species classification from remotely sensed data
inferredcites →https://doi.org/10.1016/j.yqres.2007.07.001openalex-snapshot
May–June precipitation reconstruction of southwestern anatolia, Turkey during the last 900 years from tree rings
inferredcites →https://doi.org/10.1023/a:1010933404324openalex-snapshot
Random Forests
inferredcites →https://doi.org/10.1038/s42256-019-0138-9openalex-snapshot
From local explanations to global understanding with explainable AI for trees
inferredcites →https://doi.org/10.1111/2041-210x.14183openalex-snapshot
Automation of tree‐ring detection and measurements using deep learning
inferredcites →https://doi.org/10.1111/j.1365-2699.2008.01961.xopenalex-snapshot
Earlywood vessel size of oak as a potential proxy for spring precipitation in mesic sites
inferredcites →https://doi.org/10.1177/095968369700700212openalex-snapshot
The International Tree-Ring Data Bank: an enhanced global database serving the global scientific community
inferredcites →https://doi.org/10.1214/aos/1013203451openalex-snapshot
Greedy function approximation: A gradient boosting machine.
inferredcites →https://doi.org/10.3959/trr2023-2openalex-snapshot
The International Tree-Ring Data Bank at Fifty: Status of Stewardship for Future Scientific Discovery
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