Package: dendroTools 1.2.13
dendroTools: Linear and Nonlinear Methods for Analyzing Daily and Monthly Dendroclimatological Data
Provides novel dendroclimatological methods, primarily used by the Tree-ring research community. There are four core functions. The first one is daily_response(), which finds the optimal sequence of days that are related to one or more tree-ring proxy records. Similar function is daily_response_seascorr(), which implements partial correlations in the analysis of daily response functions. For the enthusiast of monthly data, there is monthly_response() function. The last core function is compare_methods(), which effectively compares several linear and nonlinear regression algorithms on the task of climate reconstruction.
Authors:
dendroTools_1.2.13.tar.gz
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dendroTools_1.2.13.tgz(r-4.4-any)dendroTools_1.2.13.tgz(r-4.3-any)
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dendroTools.pdf |dendroTools.html✨
dendroTools/json (API)
NEWS
| # Install 'dendroTools' in R: |
| install.packages('dendroTools', repos = c('https://jernejjevsenak.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/jernejjevsenak/dendrotools/issues
- KRE_daily_temperatures - Daily mean temperatures for Kredarica (Alps in Slovenia) from 2017 - 1955
- LJ_daily_precipitation - Daily precipitation for Ljubljana from 2017 - 1900
- LJ_daily_temperatures - Daily mean temperatures for Ljubljana from 2016 - 1930
- LJ_monthly_precipitation - Monthly sums of precipitation for Ljubljana from 2018 - 1900. Tidy format.
- LJ_monthly_temperatures - Monthly mean air temperatures for Ljubljana from 2015 - 1900
- data_MVA - Mean vessel area example proxy from 2012 - 1940
- data_TRW - Tree-ring width (TRW) example proxy from 1981 - 1757
- data_TRW_1 - Tree-ring width (TRW) data from 2012 - 1961
- dataset_MVA - MVA and mean April temperature
- dataset_MVA_individual - Example of dataset with individual chronologies of MVA and mean April temperature
- dataset_TRW - TRW and mean June - July temperature from Albania
- dataset_TRW_complete - The complete dataset of standardized tree-ring chronology from Albania
- example_dataset_1 - Example of dataset as required for compare_methods
- example_proxies_1 - Tree-ring example proxies 1 from 2015 - 1961
- example_proxies_individual - Example of dataset with individual chronologies of MVA.
- swit272 - Standardised tree-ring width chronology swit272, Larix decidua Mill.
- swit272_daily_precipitation - Daily precipitation for swit272 chronology
- swit272_daily_temperatures - Daily temperatures for swit272 chronology
Last updated 5 months agofrom:4bfa8eb42a. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Aug 24 2024 |
| R-4.5-win | OK | Aug 24 2024 |
| R-4.5-linux | OK | Aug 24 2024 |
| R-4.4-win | OK | Aug 24 2024 |
| R-4.4-mac | OK | Aug 24 2024 |
| R-4.3-win | OK | Aug 24 2024 |
| R-4.3-mac | OK | Aug 24 2024 |
Exports:boot_f_brnnboot_f_corboot_f_lmboot_f_pcorcalculate_metricscompare_methodscount_onescritical_rdaily_responsedaily_response_seascorrdata_transformglimpse_daily_datamonthly_responsemonthly_response_seascorrplot_extremeplot_heatmapround_dfround2smooth_matrixyears_to_rownames
Dependencies:askpassbase64encbitopsbootbrnnbslibcachemcaToolsclicolorspacecpp11crosstalkCubistcurldata.tabledigestdplRdplyrevaluatefansifarverfastmapfontawesomeFormulafsgenericsggplot2glueGPArotationgplotsgridExtragswgtablegtoolshighrhtmltoolshtmlwidgetshttrisobandjquerylibjsonliteKernSmoothknitrlabelinglaterlatticelazyevallifecyclelubridatemagrittrMASSMatrixmatrixStatsmemoisemgcvmimeMLmetricsmnormtmunsellnlmeoceopensslpillarpkgconfigplotlyplyrpngpromisespsychpurrrR.methodsS3R.ooR.utilsR6randomForestrappdirsRColorBrewerRcppreshape2rlangrmarkdownROCRsassscalessignalstringistringrsystibbletidyrtidyselecttimechangetinytextruncnormutf8vctrsviridisviridisLitewithrxfunXMLyaml
Compare different regression methods
Rendered fromCompare_different_regression_methods.Rmdusingknitr::rmarkdownon Aug 24 2024.Last update: 2022-05-04
Started: 2020-10-29
Examples with daily climate data
Rendered fromExamples_with_daily_climate_data.Rmdusingknitr::rmarkdownon Aug 24 2024.Last update: 2024-04-26
Started: 2020-10-29
