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cmsafops  

Tools for CM SAF NetCDF Data
View on CRAN: Click here


Download and install cmsafops package within the R console
Install from CRAN:
install.packages("cmsafops")

Install from Github:
library("remotes")
install_github("cran/cmsafops")

Install by package version:
library("remotes")
install_version("cmsafops", "1.4.3")



Attach the package and use:
library("cmsafops")
Maintained by
Steffen Kothe
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-09-17
Latest Update: 2025-04-08
Description:
The Satellite Application Facility on Climate Monitoring (CM SAF) is a ground segment of the European Organization for the Exploitation of Meteorological Satellites (EUMETSAT) and one of EUMETSATs Satellite Application Facilities. The CM SAF contributes to the sustainable monitoring of the climate system by providing essential climate variables related to the energy and water cycle of the atmosphere (). It is a joint cooperation of eight National Meteorological and Hydrological Services. The 'cmsafops' R-package provides a collection of R-operators for the analysis and manipulation of CM SAF NetCDF formatted data. Other CF conform NetCDF data with time, longitude and latitude dimension should be applicable, but there is no guarantee for an error-free application. CM SAF climate data records are provided for free via (). Detailed information and test data are provided on the CM SAF webpage ().
How to cite:
Steffen Kothe (2020). cmsafops: Tools for CM SAF NetCDF Data. R package version 1.4.3, https://cran.r-project.org/web/packages/cmsafops. Accessed 16 Jul. 2026.
Previous versions and publish date:
(2026-07-09 07:27), 1.0.0 (2020-09-17 13:50), 1.1.0 (2021-02-17 18:20), 1.1.1 (2021-02-18 18:20), 1.2.0 (2021-09-06 10:40), 1.2.1 (2021-10-14 15:10), 1.2.2 (2021-12-02 14:10), 1.2.3 (2022-01-20 15:22), 1.2.4 (2022-03-15 15:20), 1.2.5 (2022-06-28 15:00), 1.2.6 (2022-10-28 09:55), 1.3.0 (2023-09-18 11:40), 1.4.0 (2024-04-26 11:50), 1.4.1 (2025-04-09 00:30), 1.4.2 (2025-10-22 09:20)
Other packages that cited cmsafops R package
View cmsafops citation profile
Other R packages that cmsafops depends, imports, suggests or enhances
Complete documentation for cmsafops
Functions, R codes and Examples using the cmsafops R package
Some associated functions: acsaf_box_mergetime . add_grid_info . box_mergetime . calc_allDatesNc . calc_overlapping_time . calc_timestepNc . change_att . check.coordinate.system . cmsaf.abs . cmsaf.add . cmsaf.addc . cmsaf.adjust.two.files . cmsaf.cat . cmsaf.detrend . cmsaf.div . cmsaf.divc . cmsaf.mk.test . cmsaf.mul . cmsaf.mulc . cmsaf.regres . cmsaf.stats . cmsaf.stats.station.data . cmsaf.sub . cmsaf.sub.rel . cmsaf.subc . cmsaf.transform.coordinate.system . cmsafops-package . dayavg . daymax . daymean . daymin . daypctl . dayrange . daysd . daysum . dayvar . divdpm . extract.level . extract.period . fldcor . fldcovar . fldmax . fldmean . fldmin . fldrange . fldsd . fldsum . get_basename . get_date_time . get_dimensions . get_nc_version . get_processing_time_string . get_time . get_time_info . gridboxmax . gridboxmean . gridboxmin . gridboxrange . gridboxsd . gridboxsum . gridboxvar . hourmean . hoursum . levbox_mergetime . mermean . mon.anomaly.climatology . mon.anomaly . mon_num_above . mon_num_below . mon_num_equal . monavg . mondaymean . monmax . monmean . monmin . monpctl . monsd . monsum . monvar . muldpm . multimonmean . multimonsum . ncinfo . num_above . num_below . num_equal . read_file . read_ncvar . remap . runmax . runmean . runmin . runrange . runsd . runsum . seas.anomaly . seasmean . seassd . seassum . seasvar . sellonlatbox . selmon . selperiod . selpoint.multi . selpoint . seltime . selyear . timavg . timcor . timcovar . timcumsum . timmax . timmean . timmin . timpctl . timsd . timselmean . timselsum . timsum . trend . trend_advanced . wfldmean . ydaymax . ydaymean . ydaymin . ydayrange . ydaysd . ydaysum . ydrunmean . ydrunsd . ydrunsum . year.anomaly . yearmax . yearmean . yearmin . yearrange . yearsd . yearsum . yearvar . ymonmax . ymonmean . ymonmin . ymonsd . ymonsum . yseasmax . yseasmean . yseasmin . yseassd . zonmean . zonsum . 
Some associated R codes: acsaf_box_mergetime.R . add_grid_info.R . arith_wrapper.R . arithc_wrapper.R . box_mergetime.R . calc_allDatesNc.R . calc_field.R . calc_overlapping_time.R . calc_regres_coef_a.R . calc_regres_coef_b.R . calc_timestepNc.R . calc_timx_result.R . calc_trend.R . calc_trend_advanced.R . change_att.R . check.coordinate.system.R . check_constant.R . check_dims.R . check_format.R . check_infile.R . check_infiles.R . check_nc_version.R . check_outfile.R . check_overwrite.R . check_variable.R . cmsaf.abs.R . cmsaf.add.R . cmsaf.addc.R . cmsaf.adjust.two.files.R . cmsaf.cat.R . cmsaf.detrend.R . cmsaf.div.R . cmsaf.divc.R . cmsaf.mk.test.R . cmsaf.mul.R . cmsaf.mulc.R . cmsaf.regres.R . cmsaf.stats.R . cmsaf.stats.station.data.R . cmsaf.sub.R . cmsaf.sub.rel.R . cmsaf.subc.R . cmsaf.transform.coordinate.system.R . cmsafops.R . constants.R . correct_filename.R . dayavg.R . daymax.R . daymean.R . daymin.R . daypctl.R . dayrange.R . daysd.R . daysum.R . dayvar.R . dayx_wrapper.R . define_dims.R . define_vars.R . define_vars_mk.test.R . define_vars_trend.R . define_vars_trend_advanced.R . divdpm.R . extract.level.R . extract.period.R . fld_cor_covar_wrapper.R . fldcor.R . fldcovar.R . fldmax.R . fldmean.R . fldmin.R . fldrange.R . fldsd.R . fldsum.R . fldx_wrapper.R . getDateID.R . getTimeRange.R . get_basename.R . get_climatology.R . get_cor_data.R . get_cor_data_fld.R . get_date_time.R . get_dimensions.R . get_nc_version.R . get_processing_time_string.R . get_time.R . get_time_bnds_1.R . get_time_bnds_from_file.R . get_time_bnds_mul.R . get_time_bounds.R . get_time_bounds_doy.R . get_time_bounds_hour.R . get_time_bounds_month.R . get_time_bounds_run.R . get_time_bounds_timrange.R . get_time_bounds_year.R . get_time_info.R . get_var_atts.R . get_var_from_vars.R . get_var_from_vars_all.R . get_var_prec.R . gridboxmax.R . gridboxmean.R . gridboxmin.R . gridboxrange.R . gridboxsd.R . gridboxsum.R . gridboxvar.R . gridboxx_wrapper.R . hourmean.R . hoursum.R . hourx_wrapper.R . is_leap_year.R . is_url.R . levbox_mergetime.R . mermean.R . merx_wrapper.R . mon.anomaly.R . mon.anomaly.climatology.R . mon_num_above.R . mon_num_below.R . mon_num_equal.R . mon_num_wrapper.R . monavg.R . mondaymean.R . monmax.R . monmean.R . monmin.R . monpctl.R . monsd.R . monsum.R . monvar.R . monx_wrapper.R . muldpm.R . multimonmean.R . multimonsum.R . multiplelm.R . ncinfo.R . num_above.R . num_below.R . num_equal.R . num_wrapper.R . read_file.R . read_file_all.R . read_gridfile.R . read_ncvar.R . redefine_grid_vars.R . release_questions.R . remap.R . runmax.R . runmean.R . runmin.R . runrange.R . runsd.R . runsum.R . runx_wrapper.R . seas.anomaly.R . seasmean.R . seassd.R . seassum.R . seasvar.R . seasx_wrapper.R . sellonlatbox.R . selmon.R . selperiod.R . selpoint.R . selpoint.multi.R . seltime.R . selyear.R . set_seasons.R . simplelm.R . simplelm2.R . tim_cor_covar_wrapper.R . timavg.R . timcor.R . timcovar.R . timcumsum.R . timmax.R . timmean.R . timmin.R . timpctl.R . timsd.R . timselmean.R . timselsum.R . timselx_wrapper.R . timsum.R . timx_wrapper.R . trend.R . trend_advanced.R . wfldmean.R . write_output_file.R . write_output_file_mk.test.R . write_output_file_trend.R . write_output_file_trend_advanced.R . xdpm_wrapper.R . ydaymax.R . ydaymean.R . ydaymin.R . ydayrange.R . ydaysd.R . ydaysum.R . ydayx_wrapper.R . ydrunmean.R . ydrunsd.R . ydrunsum.R . ydrunx_wrapper.R . year.anomaly.R . yearmax.R . yearmean.R . yearmin.R . yearrange.R . yearsd.R . yearsum.R . yearvar.R . yearx_wrapper.R . ymonmax.R . ymonmean.R . ymonmin.R . ymonsd.R . ymonsum.R . ymonx_wrapper.R . yseasmax.R . yseasmean.R . yseasmin.R . yseassd.R . yseasx_wrapper.R . zonmean.R . zonsum.R . zonx_wrapper.R .  Full cmsafops package functions and examples
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