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chillR

Description

chillR aims to provide…

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CRAN Version

Installation

Install the released version of chillR from CRAN with install.packages("chillR").

References

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Version

Install

install.packages('chillR')

Monthly Downloads

1,130

Version

0.74

License

GPL-3

Maintainer

Eike Luedeling

Last Published

November 3rd, 2023

Functions in chillR (0.74)

Dynamic_Model

Dynamic_Model
Chilling_Hours

Calculation of cumulative chill according to the Chilling Hours Model
ChuineCF

ChuineCF
Empirical_hourly_temperatures

Empirical daily temperature prediction
KA_bloom

Cherry bloom data for Klein-Altendorf, Germany
GDD

Calculation of cumulative heat according to the Growing Degree Day Model
KA_weather

Weather data for Klein-Altendorf, Germany
PhenoFlex

PhenoFlex
PhenoFlex_fixedDynModelwrapper

PhenoFlex_fixedDynModelwrapper
PLS_chill_force

Partial Least Squares analysis of phenology vs. accumulated daily chill and heat
PhenoFlex_GDHwrapper

PhenoFlex_GDHwrapper
GDH_model

Calculation of cumulative heat according to the Growing Degree Hours Model (alternative function name)
GDH

Calculation of cumulative heat according to the Growing Degree Hours Model
PhenoFlex_fixedDynModelGAUSSwrapper

PhenoFlex_fixedDynModelGAUSSwrapper
PLS_pheno

Partial Least Squares analysis of phenology vs. daily mean temperatures
JDay_count

Count days between two Julian dates
RPD

Residual Prediction Deviation (RPD)
RMSEP

Root Mean Square Error of Prediction (RMSEP)
add_date

Add date/time column to data.frame
bloom_prediction

Bloom prediction from chilling and forcing requirements, assumed to be fulfilled strictly in sequence
RPIQ

Ratio of Performance to InterQuartile distance (RPIQ)
chilling

Calculation of chilling and heat from hourly temperature records
PhenoFlex_GAUSSwrapper

PhenoFlex_GAUSSwrapper
chilling_hourtable

Add chilling and heat accumulation to table of hourly temperatures
JDay_earlier

Check whether a Julian date is before or after another one
UniForce_Wrapper

UniForce_Wrapper
JDay_later

Check whether a Julian date is after another one
StepChill_Wrapper

StepChill_Wrapper
UniChill_Wrapper

UniChill_Wrapper
Utah_Model

Calculation of cumulative chill according to the Utah Model
UnifiedModel_Wrapper

UnifiedModel_Wrapper
VIP

Calculate VIP scores for PLS regression
daylength

Compute sunrise and sunset times, and daylength
extract_temperatures_from_grids

Extract temperature information from gridded dataset
Winters_hours_gaps

Hourly temperature data sample
filter_temperatures

Quality filter for temperature records
bloom_prediction2

Bloom prediction from chilling and forcing requirements, assumed to be fulfilled strictly in sequence - version 2
bootstrap.phenologyFit

bootstrap.phenologyFit
YEARMODA2Date

YEARMODA to Date conversion
c.bootstrap_phenologyFit

Concatenate bootstrap_phenologyfit objects
download_cmip6_ecmwfr

Download CMIP6 Data via the ecwfr package
bloom_prediction3

Bloom prediction from chilling and forcing requirements, assumed to be fulfilled strictly in sequence - version 3
chile_agromet2chillR

Convert a weather file downloaded from the Chilean Agromet website to chillR format
getClimateWizardData

Extract climate data from the ClimateWizard database
getClimateWizard_scenarios

Extract mutltiple scenarios from the ClimateWizard database
chillR-package

chillR logo chillR: statistical methods for phenology analysis in temperate fruit trees
california_stations

Weather stations in California
handle_gsod_old

Deprecated version of handle_gsod. List, download or convert to chillR format data from the Global Summary of the Day database
make_california_UCIPM_station_list

Makes a list of the UC IPM weather stations
plot.phenologyFit

plot phenologyFit
make_chill_plot

Plot climate metrics over time
check_temperature_record

Check a daily or hourly temperature record for compliance with chillR's standards
color_bar_maker

Make color scheme for bar plots in outputs of the chillR package
plot_PLS

Output of Partial Least Squares analysis results of phenology vs. daily mean temperatures
handle_ucipm

List, download or convert to chillR format data from the UCIPM database
print.phenologyFit

print phenologyFit
identify_common_string

Identify shared leading or trailing character strings
load_ClimateWizard_scenarios

Load climate wizard scenarios
load_temperature_scenarios

Load temperature scenarios
read_tab

Read csv table regardless of whether it is a true csv or the French type
weather2chillR

Convert downloaded weather to chillR format
interpolate_gaps

Linear gap interpolation
make_daily_chill_plot2

Plot daily climate metric accumulation throughout the year (2)
check_temperature_scenario

Check temperature scenario for consistency
daily_chill

Calculation of daily chill and heat accumulation
make_hourly_temps

Make hourly temperature record from daily data
chifull

chifull
genSeasonList

genSeasonList
make_daily_chill_figures

Produce image of daily chill and heat accumulation
gen_rel_change_scenario

Generates relative climate change scenarios based on extracted CMIP6 data
phenologyFitter

phenologyFitter
fix_weather

Weather data fixer and quality checker
extract_cmip6_data

Unpacks and formats downloaded CMIP6 data
genSeason

Generate Seasons
make_daily_chill_plot

Plot daily climate metric accumulation throughout the year
extract_differences_between_characters

Identify shared leading or trailing character strings
plot.bootstrap_phenologyFit

plot bootstrap_phenologyFit
stack_hourly_temps

Stacking of hourly temperatures
handle_cimis

List, download or convert to chillR format data from the CIMIS database
handle_dwd

List, download or convert to chillR format data from the Deutscher Wetterdienst database
stage_transitions

Compute what it takes to advance through development stages
get_last_date

Get the last date from a phenology record
interpolate_gaps_hourly

Interpolate gaps in hourly temperature records
handle_dwd_old

List, download or convert to chillR format data from the Deutscher Wetterdienst database
temperature_generation

Generation of synthetic temperature records
temperature_scenario_baseline_adjustment

Make temperature scenario relative to a particular baseline
handle_gsod

List, download or convert to chillR format data from the Global Summary of the Day database
make_JDay

Make Julian Day in dataframe
get_weather

Download weather data from online database
leap_year

Leap year finder
ordered_climate_list

Sort files in a folder, so that numbers are in ascending sequence
make_all_day_table

Fill in missing days in incomplete time series
make_multi_pheno_trend_plot

Combine multiple phenology contour plots in one figure
step_model

Calculation of cumulative temperature metric according to a user-defined stepwise weight function
patch_daily_temperatures

Patch gaps in daily weather records
summary.bootstrap_phenologyFit

summary.bootstrap_phenologyFit
patch_daily_temps

Patch gaps in daily weather records - updated
phenologyFit

phenologyFit
make_pheno_trend_plot

Make image showing phenology response to temperatures during two phases
make_climate_scenario

Make climate scenario
save_temperature_scenarios

Save temperature scenarios generated with temperature_generation
plot_climateWizard_scenarios

Plot mutltiple ClimateWizard scenarios obtained with getClimateWizard_scenarios
select_by_file_extension

Select string that end in a particular way (e.g. a certain file extension)
make_climate_scenario_from_files

Make climate scenario from multiple saved csv files
test_if_equal

Test if all character vectors in a string are equal
temperature_scenario_from_records

Make monthly temperature scenario from historic records
plot_climate_scenarios

Plot multiple chilling scenario groups (or for other metrics)
runn_mean

Running mean of a vector
plot_phenology_trends

Visualizing phenology responses to temperatures during two phases
plot_scenarios

Plot historic and future scenarios for climate-related metrics (ggplot2 version)
runn_mean_pred

Prediction based on a running mean
tempResponse_daily_list

Calculation of climatic metrics from lists of daily temperature records
tempResponse_hourtable

Add metric accumulation to table of hourly temperatures
predict.bootstrap_phenologyFit

predict bootstrap_phenologyFit
summary.phenologyFit

summary phenologyFit
predict.phenologyFit

predict phenologyFit
tempResponse

Calculation of climatic metrics from hourly temperature records
Empirical_daily_temperature_curve

Empirical daily temperature curve
ChuineFstar

ChuineFstar
Date2YEARMODA

Date to YEARMODA conversion
DynModel_driver

DynModel_driver