;+ ; PROCEDURE: ; mms_load_fpi ; ; PURPOSE: ; Load data from the Fast Plasma Investigation (FPI) onboard MMS ; ; KEYWORDS: ; trange: time range of interest [starttime, endtime] with the format ; ['YYYY-MM-DD','YYYY-MM-DD'] or to specify more or less than a day ; ['YYYY-MM-DD/hh:mm:ss','YYYY-MM-DD/hh:mm:ss'] ; probes: list of probes, valid values for MMS probes are ['1','2','3','4']. ; If no probe is specified the default is probe '3' ; level: indicates level of data processing. FPI levels currently include 'l2', ; 'l1b', 'sitl', 'ql'. ; datatype: valid datatypes are: ; Quicklook: ['des', 'dis'] ; SITL: '' (none; loads both electron and ion data from single CDF) ; L1b/L2: ['des-dist', 'dis-dist', 'dis-moms', 'des-moms'] ; data_rate: instrument data rates for MMS FPI include 'fast', 'brst'. ; local_data_dir: local directory to store the CDF files; should be set if ; you're on *nix or OSX, the default currently assumes Windows (c:\data\mms\) ; source: specifies a different system variable. By default the MMS mission system ; variable is !mms ; get_support_data: load support data (defined by support_data attribute in the CDF) ; tplotnames: returns a list of the names of the tplot variables loaded by the load routine ; no_color_setup: don't setup graphics configuration; use this keyword when you're ; using this load routine from a terminal without an X server running ; time_clip: clip the data to the requested time range; note that if you do not use ; this keyword you may load a longer time range than requested ; no_update: set this flag to preserve the original data. if not set and newer ; data is found the existing data will be overwritten ; suffix: appends a suffix to the end of the tplot variable name. this is useful for ; preserving original tplot variable. ; varformat: should be a string (wildcards accepted) that will match the CDF variables ; that should be loaded into tplot variables ; cdf_filenames: this keyword returns the names of the CDF files used when loading the data ; cdf_version: specify a specific CDF version # to load (e.g., cdf_version='4.3.0') ; latest_version: only grab the latest CDF version in the requested time interval ; (e.g., /latest_version) ; major_version: only open the latest major CDF version (e.g., X in vX.Y.Z) in the requested time interval ; min_version: specify a minimum CDF version # to load ; spdf: grab the data from the SPDF instead of the LASP SDC (only works for public access) ; center_measurement: set this keyword to shift the data to the center of the measurement interval ; using the DELTA_PLUS_VAR/DELTA_MINUS_VAR attributes ; available: returns a list of files available at the SDC for the requested parameters ; this is useful for finding which files would be downloaded (along with their sizes) if ; you didn't specify this keyword (also outputs total download size) ; versions: this keyword returns the version #s of the CDF files used when loading the data ; always_prompt: set this keyword to always prompt for the user's username and password; ; useful if you accidently save an incorrect password, or if your SDC password has changed ; tt2000: flag for preserving TT2000 timestamps found in CDF files (note that many routines in ; SPEDAS (e.g., tplot.pro) do not currently support these timestamps) ; ; ; EXAMPLE: ; MMS> timespan, '2015-09-19', 1, /day ; load FPI burst mode data ; MMS> mms_load_fpi, probes = ['1'], level='l2', data_rate='brst', datatype='des-moms' ; ; load FPI FS data ; MMS> mms_load_fpi, probes='3', level='l2', data_rate='fast', datatype='des-moms' ; ; See mms_load_fpi_crib, mms_load_fpi_burst_crib, and mms_load_fpi_crib_qlplots ; for usage examples ; ; NOTES: ; The MMS plug-in in SPEDAS requires IDL 8.4 to access data at the LASP SDC ; ; Please see the notes at: ; https://lasp.colorado.edu/galaxy/display/mms/FPI+Release+Notes ; ; Have questions regarding this load routine, or its usage? ; https://groups.google.com/forum/#!forum/spedas ; ;$LastChangedBy: egrimes $ ;$LastChangedDate: 2019-09-03 12:34:11 -0700 (Tue, 03 Sep 2019) $ ;$LastChangedRevision: 27716 $ ;$URL: svn+ssh://thmsvn@ambrosia.ssl.berkeley.edu/repos/spdsoft/tags/spedas_5_0/projects/mms/fpi/mms_load_fpi.pro $ ;- pro mms_load_fpi, trange = trange_in, probes = probes, datatype = datatype, $ level = level, data_rate = data_rate, $ local_data_dir = local_data_dir, source = source, $ get_support_data = get_support_data, $ tplotnames = tplotnames, no_color_setup = no_color_setup, $ time_clip = time_clip, no_update = no_update, suffix = suffix, $ autoscale = autoscale, varformat = varformat, $ cdf_filenames = cdf_filenames, cdf_version = cdf_version, $ latest_version = latest_version, min_version = min_version, $ spdf = spdf, center_measurement=center_measurement, $ available = available, versions = versions, always_prompt = always_prompt, $ major_version=major_version, tt2000=tt2000, download_only=download_only if undefined(probes) then probes = ['3'] ; default to MMS 3 if undefined(datatype) then datatype = '*' ; grab all data in the CDF if undefined(level) then level = 'l2' if undefined(data_rate) then data_rate = 'fast' if undefined(autoscale) then autoscale = 1 if undefined(suffix) then suffix = '' ; 2/22/2016 - getting the support data, for grabbing the energy and PA tables ; so that we can hard code the variable names for these, instead of hard ; coding the tables directly if undefined(varformat) then begin ; turn on get_support_data if the user doesn't specify a varformat if undefined(get_support_data) then get_support_data = 1 endif ; if ~undefined(center_measurement) && ~array_contains(['l2', 'acr'], strlowcase(level)) then begin ; dprint, dlevel = 0, 'Error, can only center measurements for L2/ACR FPI data.' ; return ; endif if ~undefined(center_measurement) && ~array_contains(['l2'], strlowcase(level)) then begin dprint, dlevel = 0, 'Error, can only center measurements for L2 FPI data.' return endif ; if ~undefined(center_measurement) && ~undefined(varformat) && varformat ne '*' then begin ; dprint, dlevel = 0, 'Error, cannot specify both the varformat keyword and center measurement keyword in the same call (measurements won''t be centered).' ; return ; endif if ~undefined(varformat) && (varformat[0] ne '*') then begin if is_array(varformat) then varformat = [varformat, '*Epoch*'] $ else varformat = varformat + ' *Epoch*' endif ; different datatypes for burst mode files if data_rate eq 'brst' && (datatype[0] eq '*' || datatype[0] eq '') && level ne 'ql' then datatype=['des-dist', 'dis-dist', 'dis-moms', 'des-moms'] if (datatype[0] eq '*' || datatype[0] eq '') && level eq 'ql' then datatype=['des', 'dis'] if (datatype[0] eq '*' || datatype[0] eq '') && level ne 'ql' then datatype=['des-dist', 'dis-dist', 'dis-moms', 'des-moms'] ; kludge for level = 'sitl' -> datatype shouldn't be defined for sitl data. if level eq 'sitl' || level eq 'trig' then datatype = '*' mms_load_data, trange = trange_in, probes = probes, level = level, instrument = 'fpi', $ data_rate = data_rate, local_data_dir = local_data_dir, source = source, $ datatype = datatype, get_support_data = get_support_data, $ tplotnames = tplotnames, no_color_setup = no_color_setup, time_clip = time_clip, $ no_update = no_update, suffix = suffix, varformat = varformat, cdf_filenames = cdf_filenames, $ cdf_version = cdf_version, latest_version = latest_version, min_version = min_version, $ spdf = spdf, center_measurement = center_measurement, available = available, $ versions = versions, always_prompt = always_prompt, major_version=major_version, tt2000=tt2000, $ download_only=download_only ; no reason to continue if the user only requested available data if keyword_set(available) || keyword_set(download_only) then return if undefined(tplotnames) then return ; the following kludge is due to the errorflags variable in the dist and moments files having the ; same variable name, so loading d?s-dist and d?s-moms files at the same time will overwrite ; one of the vars containing errorflags if array_contains(datatype, 'des-dist') && array_contains(datatype, 'des-moms') then begin ; delete the old errorflags var first del_data, '*_des_errorflags_*' del_data, '*_des_compressionloss_*' mms_load_data, trange = trange_in, probes = probes, level = level, instrument = 'fpi', $ data_rate = data_rate, local_data_dir = local_data_dir, source = source, $ datatype = 'des-moms', get_support_data = 0, $ tplotnames = tplotnames_errflags_emom, no_color_setup = no_color_setup, time_clip = time_clip, $ no_update = no_update, suffix = suffix+'_moms', varformat = '*errorflags* *compressionloss*', $ cdf_version = cdf_version, latest_version = latest_version, min_version = min_version, $ spdf = spdf, center_measurement=center_measurement, major_version=major_version, tt2000=tt2000 mms_load_data, trange = trange_in, probes = probes, level = level, instrument = 'fpi', $ data_rate = data_rate, local_data_dir = local_data_dir, source = source, $ datatype = 'des-dist', get_support_data = 0, $ tplotnames = tplotnames_errflags_edist, no_color_setup = no_color_setup, time_clip = time_clip, $ no_update = no_update, suffix = suffix+'_dist', varformat = '*errorflags* *compressionloss*', $ cdf_version = cdf_version, latest_version = latest_version, min_version = min_version, $ spdf = spdf, center_measurement=center_measurement, major_version=major_version, tt2000=tt2000 endif else begin if ~undefined(tplotnames) then begin for probe_idx = 0, n_elements(probes)-1 do begin this_probe = strcompress(string(probes[probe_idx]), /rem) if array_contains(datatype, 'des-dist') then begin tplot_rename, 'mms'+this_probe+'_des_errorflags_'+data_rate+suffix, 'mms'+this_probe+'_des_errorflags_'+data_rate+suffix+'_dist' tplot_rename, 'mms'+this_probe+'_des_compressionloss_'+data_rate+suffix, 'mms'+this_probe+'_des_compressionloss_'+data_rate+suffix+'_dist' endif if array_contains(datatype, 'des-moms') || array_contains(datatype, 'des') then begin tplot_rename, 'mms'+this_probe+'_des_errorflags_'+data_rate+suffix, 'mms'+this_probe+'_des_errorflags_'+data_rate+suffix+'_moms' tplot_rename, 'mms'+this_probe+'_des_compressionloss_'+data_rate+suffix, 'mms'+this_probe+'_des_compressionloss_'+data_rate+suffix+'_moms' endif endfor endif endelse if array_contains(datatype, 'dis-dist') && array_contains(datatype, 'dis-moms') then begin ; delete the old errorflags var first del_data, 'mms?_dis_errorflags_*' del_data, '*_dis_compressionloss_*' mms_load_data, trange = trange_in, probes = probes, level = level, instrument = 'fpi', $ data_rate = data_rate, local_data_dir = local_data_dir, source = source, $ datatype = 'dis-moms', get_support_data = 0, $ tplotnames = tplotnames_errflags_imom, no_color_setup = no_color_setup, time_clip = time_clip, $ no_update = no_update, suffix = suffix+'_moms', varformat = '*errorflags* *compressionloss*', $ cdf_version = cdf_version, latest_version = latest_version, min_version = min_version, $ spdf = spdf, center_measurement=center_measurement, major_version=major_version, tt2000=tt2000 mms_load_data, trange = trange_in, probes = probes, level = level, instrument = 'fpi', $ data_rate = data_rate, local_data_dir = local_data_dir, source = source, $ datatype = 'dis-dist', get_support_data = 0, $ tplotnames = tplotnames_errflags_idist, no_color_setup = no_color_setup, time_clip = time_clip, $ no_update = no_update, suffix = suffix+'_dist', varformat = '*errorflags* *compressionloss*', $ cdf_version = cdf_version, latest_version = latest_version, min_version = min_version, $ spdf = spdf, center_measurement=center_measurement, major_version=major_version, tt2000=tt2000 endif else begin if ~undefined(tplotnames) then begin for probe_idx = 0, n_elements(probes)-1 do begin this_probe = strcompress(string(probes[probe_idx]), /rem) if array_contains(datatype, 'dis-dist') then begin tplot_rename, 'mms'+this_probe+'_dis_errorflags_'+data_rate+suffix, 'mms'+this_probe+'_dis_errorflags_'+data_rate+suffix+'_dist' tplot_rename, 'mms'+this_probe+'_dis_compressionloss_'+data_rate+suffix, 'mms'+this_probe+'_dis_compressionloss_'+data_rate+suffix+'_dist' endif if array_contains(datatype, 'dis-moms') || array_contains(datatype, 'dis') then begin tplot_rename, 'mms'+this_probe+'_dis_errorflags_'+data_rate+suffix, 'mms'+this_probe+'_dis_errorflags_'+data_rate+suffix+'_moms' tplot_rename, 'mms'+this_probe+'_dis_compressionloss_'+data_rate+suffix, 'mms'+this_probe+'_dis_compressionloss_'+data_rate+suffix+'_moms' endif endfor endif endelse ; add the errorflags variables to variables loaded append_array, tplotnames, tplotnames_errflags_emom append_array, tplotnames, tplotnames_errflags_edist append_array, tplotnames, tplotnames_errflags_imom append_array, tplotnames, tplotnames_errflags_idist ;;; end of kludge for errorflags variables ; since the SITL files contain both ion and electron data, and datatype = '*' doesn't work ; in our 'fix'/'calc' routines for the FPI metadata if level eq 'sitl' then datatype = ['des-dist', 'dis-dist'] ; correct the energies in the spectra for each probe if ~undefined(tplotnames) && n_elements(tplotnames) ne 0 then begin for probe_idx = 0, n_elements(probes)-1 do begin this_probe = strcompress(string(probes[probe_idx]), /rem) ; calculate the averaged PAD from the low, mid, high-energy PAD variables mms_load_fpi_calc_pad, probes[probe_idx], level = level, datatype = datatype, $ suffix = suffix, data_rate = data_rate ; fix some metadata mms_fpi_fix_metadata, tplotnames, prefix='mms'+probes[probe_idx], level = level, $ suffix = suffix, data_rate = data_rate ; create the error bars ; moms mms_fpi_make_errorflagbars,'mms'+this_probe+'_dis_errorflags_'+data_rate+suffix+'_moms', level=level ; ions mms_fpi_make_errorflagbars,'mms'+this_probe+'_des_errorflags_'+data_rate+suffix+'_moms', level=level ; electrons ; dist mms_fpi_make_errorflagbars,'mms'+this_probe+'_dis_errorflags_'+data_rate+suffix+'_dist', level=level ; ions mms_fpi_make_errorflagbars,'mms'+this_probe+'_des_errorflags_'+data_rate+suffix+'_dist', level=level ; electrons ; do not need this bar for survey data, since all data are lossy compressed if data_rate eq 'brst' then begin mms_fpi_make_compressionlossbars,'mms'+this_probe+'_des_compressionloss_'+data_rate+suffix+'_dist' mms_fpi_make_compressionlossbars,'mms'+this_probe+'_des_compressionloss_'+data_rate+suffix+'_moms' mms_fpi_make_compressionlossbars,'mms'+this_probe+'_dis_compressionloss_'+data_rate+suffix+'_dist' mms_fpi_make_compressionlossbars,'mms'+this_probe+'_dis_compressionloss_'+data_rate+suffix+'_moms' endif else if data_rate eq 'fast' then begin ; compressionloss variables are always 1 for fast survey data, so the variables are always set to NRV ; in the file; we have to correct that below get_data, 'mms'+this_probe+'_des_compressionloss_'+data_rate+suffix+'_dist', data=compress if is_struct(compress) && n_elements(compress.Y) eq 1 then store_data, 'mms'+this_probe+'_des_compressionloss_'+data_rate+suffix+'_dist', data={x: compress.X, y: replicate(compress.Y, n_elements(compress.X))} if is_struct(compress) && n_elements(compress.Y) eq 1 then options, 'mms'+this_probe+'_des_compressionloss_'+data_rate+suffix+'_dist',colors=2,labels='DES '+data_rate+'!C Lossy',xstyle=4,ystyle=4,ticklen=0,thick=4,panel_size=0.2,labflag=-1,psym=-6,symsize=0.2 get_data, 'mms'+this_probe+'_des_compressionloss_'+data_rate+suffix+'_moms', data=compress if is_struct(compress) && n_elements(compress.Y) eq 1 then store_data, 'mms'+this_probe+'_des_compressionloss_'+data_rate+suffix+'_moms', data={x: compress.X, y: replicate(compress.Y, n_elements(compress.X))} if is_struct(compress) && n_elements(compress.Y) eq 1 then options, 'mms'+this_probe+'_des_compressionloss_'+data_rate+suffix+'_moms',colors=2,labels='DES '+data_rate+'!C Lossy',xstyle=4,ystyle=4,ticklen=0,thick=4,panel_size=0.2,labflag=-1,psym=-6,symsize=0.2 get_data, 'mms'+this_probe+'_dis_compressionloss_'+data_rate+suffix+'_dist', data=compress if is_struct(compress) && n_elements(compress.Y) eq 1 then store_data, 'mms'+this_probe+'_dis_compressionloss_'+data_rate+suffix+'_dist', data={x: compress.X, y: replicate(compress.Y, n_elements(compress.X))} if is_struct(compress) && n_elements(compress.Y) eq 1 then options, 'mms'+this_probe+'_dis_compressionloss_'+data_rate+suffix+'_dist',colors=2,labels='DIS '+data_rate+'!C Lossy',xstyle=4,ystyle=4,ticklen=0,thick=4,panel_size=0.2,labflag=-1,psym=-6,symsize=0.2 get_data, 'mms'+this_probe+'_dis_compressionloss_'+data_rate+suffix+'_moms', data=compress if is_struct(compress) && n_elements(compress.Y) eq 1 then store_data, 'mms'+this_probe+'_dis_compressionloss_'+data_rate+suffix+'_moms', data={x: compress.X, y: replicate(compress.Y, n_elements(compress.X))} if is_struct(compress) && n_elements(compress.Y) eq 1 then options, 'mms'+this_probe+'_dis_compressionloss_'+data_rate+suffix+'_moms',colors=2,labels='DIS '+data_rate+'!C Lossy',xstyle=4,ystyle=4,ticklen=0,thick=4,panel_size=0.2,labflag=-1,psym=-6,symsize=0.2 endif endfor endif end