Data and R code supporting “Non-linear water clarity trends and impacts on littoral area in Minnesota lakes”

Vitense, Kelsey
Hansen, Gretchen J A
2021-04-19
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Persistent link to this item

https://doi.org/10.13020/7b2s-gv09
 https://hdl.handle.net/11299/219380
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1979-01-01
2018-12-31

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Title

Data and R code supporting “Non-linear water clarity trends and impacts on littoral area in Minnesota lakes”

Published Date

2021-04-19

Authors

Group

University of Minnesota Fisheries Systems Ecology Lab

Author Contact

Vitense, Kelsey
viten003@umn.edu

Type

Dataset
Field Study Data
Observational Data
Spatial Data
Statistical Computing Software Code

Abstract

This repository contains the data and R code used to conduct the analyses in the article "Non-linear water clarity trends and impacts on littoral area in Minnesota lakes" in Limnology and Oceanography Letters.

Description

Detailed descriptions of the data and R files can be found in Vitense_and_Hansen_Metadata.pdf. We recommend using RStudio to run the code. Double-click on the R project files ('AllLakesModelSecchi.Rproj' and 'Clarity_Habitat_Impacts.Rproj') to open up new RStudio windows with the working directories set to the folders where the project files are located. Note that the 'Clarity_Habitat_Impacts' project uses output from the 'AllLakesModelSecchi' project.

Referenced by

Vitense, K., Hansen, G.J.A. In revision. Non-linear water clarity trends and impacts on littoral area in Minnesota lakes. Limnology and Oceanography Letters. DOI pending

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License

Attribution-NonCommercial-ShareAlike 3.0 United States
 http://creativecommons.org/licenses/by-nc-sa/3.0/us/

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Data Repository for U of M (DRUM)

Funding information

Minnesota Department of Natural Resources

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Suggested citation

Vitense, Kelsey; Hansen, Gretchen J A. (2021). Data and R code supporting “Non-linear water clarity trends and impacts on littoral area in Minnesota lakes”. Retrieved from the Data Repository for the University of Minnesota (DRUM), https://doi.org/10.13020/7b2s-gv09.

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Description
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Vitense_and_Hansen_Metadata.pdf
Descriptions of the data and R code
(883.53 KB)

Vitense_and_Hansen_Archive.zip
Zip file containing the archived data and code (see Vitense_and_Hansen_Metadata.pdf)
(7.23 GB)

DD0intDOYbyCDOM_multiRE_ParentDataEachDecade1.rds
One of ten saved model fits to add to "AllLakesModelSecchi/Saved_GAMs" folder for 10-fold CV
(5.71 GB)

DD0intDOYbyCDOM_multiRE_ParentDataEachDecade2.rds
One of ten saved model fits to add to "AllLakesModelSecchi/Saved_GAMs" folder for 10-fold CV
(5.71 GB)

DD0intDOYbyCDOM_multiRE_ParentDataEachDecade3.rds
One of ten saved model fits to add to "AllLakesModelSecchi/Saved_GAMs" folder for 10-fold CV
(5.71 GB)

DD0intDOYbyCDOM_multiRE_ParentDataEachDecade4.rds
One of ten saved model fits to add to "AllLakesModelSecchi/Saved_GAMs" folder for 10-fold CV
(5.71 GB)

DD0intDOYbyCDOM_multiRE_ParentDataEachDecade5.rds
One of ten saved model fits to add to "AllLakesModelSecchi/Saved_GAMs" folder for 10-fold CV
(5.71 GB)

DD0intDOYbyCDOM_multiRE_ParentDataEachDecade6.rds
One of ten saved model fits to add to "AllLakesModelSecchi/Saved_GAMs" folder for 10-fold CV
(5.71 GB)

DD0intDOYbyCDOM_multiRE_ParentDataEachDecade7.rds
One of ten saved model fits to add to "AllLakesModelSecchi/Saved_GAMs" folder for 10-fold CV
(5.71 GB)

DD0intDOYbyCDOM_multiRE_ParentDataEachDecade8.rds
One of ten saved model fits to add to "AllLakesModelSecchi/Saved_GAMs" folder for 10-fold CV
(5.71 GB)

DD0intDOYbyCDOM_multiRE_ParentDataEachDecade9.rds
One of ten saved model fits to add to "AllLakesModelSecchi/Saved_GAMs" folder for 10-fold CV
(5.71 GB)

DD0intDOYbyCDOM_multiRE_ParentDataEachDecade10.rds
One of ten saved model fits to add to "AllLakesModelSecchi/Saved_GAMs" folder for 10-fold CV
(5.71 GB)

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