MITx (Mid-lat ionospheric trough)
Contents
MITx (Mid-lat ionospheric trough)¶
Abstract: Access to the
MITx_LP
andMITxTEC
products from the PRISM project. These give information about the boundaries and minima of the midlatitude ionospheric trough derived from the Langmuir Probe (LP) measurements and Total Electron Content (TEC) respectively.
See also:
More notebooks: https://nbviewer.org/github/pacesm/jupyter_notebooks/tree/master/PRISM/
Project page and documentation: https://earth.esa.int/eogateway/activities/plasmapause-related-boundaries-in-the-topside-ionosphere-as-derived-from-swarm-measurements
%load_ext watermark
%watermark -i -v -p viresclient,pandas,xarray,matplotlib
Python implementation: CPython
Python version : 3.9.7
IPython version : 8.0.1
viresclient: 0.10.3
pandas : 1.4.1
xarray : 0.21.1
matplotlib : 3.5.1
import datetime as dt
import matplotlib.pyplot as plt
from viresclient import SwarmRequest
PRISM product information¶
The PRISM project (Plasmapause Related boundaries in the topside Ionosphere as derived from Swarm Measurements) has two data product outputs derived from Swarm which provide the minima of the mid-latitude ionospheric trough (MIT):
MITx_LP
: derived from the Langmuir Probe (LP)
MITxTEC
: derived from the GPS Total Electron Content (TEC)
These are implemented in VirES as four collection types:
SW_OPER_MITx_LP_2F
SW_OPER_MITx_LP_2F:ID
SW_OPER_MITxTEC_2F
SW_OPER_MITxTEC_2F:ID
where x
= A/B/C
for each spacecraft.
The base collections (SW_OPER_MITx_LP_2F
and SW_OPER_MITxTEC_2F
) contain information on the positions of the MIT minima. The sub-collections with :ID
appended contain information on the boundaries.
Similarly, the midnight plasmapause index (PPI) is provided in the collections:
SW_OPER_PPIxFAC_2F
SW_OPER_PPIxFAC_2F:ID
For details about the products and their derivation, see the documentation links on the project page.
For further details about the implementation in VirES, see:
Let’s now look at the variables available within each collection:
request = SwarmRequest()
print("MITx_LP variables:\n", request.available_measurements("SW_OPER_MITA_LP_2F"))
print("MITx_LP:ID variables:\n", request.available_measurements("SW_OPER_MITA_LP_2F:ID"))
MITx_LP variables:
['Counter', 'Latitude_QD', 'Longitude_QD', 'MLT_QD', 'L_value', 'SZA', 'Ne', 'Te', 'Depth', 'DR', 'Width', 'dL', 'PW_Gradient', 'EW_Gradient', 'Quality']
MITx_LP:ID variables:
['Counter', 'Latitude_QD', 'Longitude_QD', 'MLT_QD', 'L_value', 'SZA', 'Ne', 'Te', 'Position_Quality', 'PointType']
request = SwarmRequest()
print("MITxTEC variables:\n", request.available_measurements("SW_OPER_MITATEC_2F"))
print("MITxTEC:ID variables:\n", request.available_measurements("SW_OPER_MITATEC_2F:ID"))
MITxTEC variables:
['Counter', 'Latitude_QD', 'Longitude_QD', 'MLT_QD', 'L_value', 'SZA', 'TEC', 'Depth', 'DR', 'Width', 'dL', 'PW_Gradient', 'EW_Gradient', 'Quality']
MITxTEC:ID variables:
['Counter', 'Latitude_QD', 'Longitude_QD', 'MLT_QD', 'L_value', 'SZA', 'TEC', 'Position_Quality', 'PointType']
The difference between the LP
-derived and TEC
-derived datasets is the presence of either the variables Ne, Te
or TEC
reflecting their origin (the LP
one being derived from electron density and temperature measurements from the Langmuir Probe, and the TEC
one being derived from the Total Electron Content estimates).
In both cases, the dataset is split between the base collection, e.g. SW_OPER_MITA_LP_2F
, and the sub-collection marked with :ID
, e.g. SW_OPER_MITA_LP_2F:ID
. This separation is made in order to fit the data model requirements within VirES. The base collections contain information about the minima of the MIT, and the :ID
collections contain the identified boundaries (e.g. poleward/equatorward edges etc) encoded within the variables, PointType
, and PositionQuality
.
mitx_lp_vars = [
# 2D variable: orbit number and quarter-orbit
"Counter",
# Redundant with VirES auxiliaries, QDLat, QDLon, MLT
"Latitude_QD", "Longitude_QD", "MLT_QD",
# Parameters characterising the identified MIT minima
# McIlwain L-parameter, solar zenith angle, electron density and temperature
"L_value", "SZA", "Ne", "Te",
# Depth and relative change in density of the MIT
"Depth", "DR",
# Width of the MIT, in QD latitudes, and in L-values
"Width", "dL",
# Change in log electron density divided by QD latitude difference,
# at the poleward and equatorward walls of the MIT
"PW_Gradient", "EW_Gradient",
# Quality indicator of the detection quality
"Quality"
]
mitx_lpid_vars = [
# As above
"Counter", "Latitude_QD", "Longitude_QD", "MLT_QD", "L_value", "SZA", "Ne", "Te",
# Identifier to mark the type of the detected point (see below)
"PointType",
# Detection quality of each position
"Position_Quality"
]
PointType
is not present within the source data files, but is identified from the *_ID
columns, and has values as follows:
| Value | Hex. | Bin. | Meaning || |—|—|—|—|| | 0 | 0x0 | 0b0000 | LP MIT equatorward edge of the equatorward wall || | 1 | 0x1 | 0b0001 | LP MIT poleward edge of the equatorward wall || | 2 | 0x2 | 0b0010 | LP MIT equatorward edge of poleward wall || | 3 | 0x3 | 0b0011 | LP MIT poleward edge of the poleward boundary || | 4 | 0x4 | 0b0100 | LP SETE equatorward bounding position || | 5 | 0x5 | 0b0101 | LP SETE poleward bounding position || | 6 | 0x6 | 0b0110 | LP Te peak position |
MITx_LP example¶
start = dt.datetime(2016, 1, 1)
end = dt.datetime(2016, 1, 8)
request = SwarmRequest()
request.set_collection("SW_OPER_MITA_LP_2F")
request.set_products(measurements=mitx_lp_vars, auxiliaries=["QDLat", "MLT"])
data = request.get_between(
start_time=start, end_time=end, asynchronous=False, show_progress=False
)
ds = data.as_xarray()
Oops! I made a mistake with loading the “units” metadata (the PRISM products diverge from the conventional naming). Here’s a temporary fix (to be fixed in next version of viresclient
).
with data.contents[0].open_cdf() as cdf:
for data_var in ds.data_vars:
units = cdf.varattsget(data_var).get("UNIT", "-")
ds[data_var].attrs["units"] = units
ds
<xarray.Dataset> Dimensions: (Timestamp: 156, Quality_dim1: 8, Counter_dim1: 2) Coordinates: * Timestamp (Timestamp) datetime64[ns] 2016-01-01T00:40:13.696000 ... 2... Dimensions without coordinates: Quality_dim1, Counter_dim1 Data variables: (12/21) Spacecraft (Timestamp) object 'A' 'A' 'A' 'A' 'A' ... 'A' 'A' 'A' 'A' 'A' Radius (Timestamp) float64 6.82e+06 6.819e+06 ... 6.818e+06 6.817e+06 Te (Timestamp) float64 3.326e+03 3.703e+03 ... 1.873e+03 3.25e+03 Latitude_QD (Timestamp) float64 55.82 47.91 55.89 ... 58.0 66.72 58.12 EW_Gradient (Timestamp) float64 0.5532 0.1231 0.4566 ... 0.2111 0.1668 MLT_QD (Timestamp) float64 17.11 5.145 16.81 ... 4.273 18.06 4.416 ... ... QDLat (Timestamp) float64 55.82 47.91 55.89 ... 58.0 66.72 58.12 Depth (Timestamp) float64 1.1e+05 3.461e+04 ... 2.119e+04 1.208e+04 PW_Gradient (Timestamp) float64 0.3081 0.0938 0.3594 ... 0.2485 0.1623 DR (Timestamp) float64 12.18 30.95 24.98 ... 27.9 35.42 42.99 dL (Timestamp) float64 0.6521 1.343 0.5123 ... 1.761 3.071 1.478 Longitude (Timestamp) float64 -102.9 65.6 -126.2 ... 142.1 -47.5 71.85 Attributes: Sources: ['SW_OPER_MITA_LP_2F_20160101T000000_20161231T235959_0103'] MagneticModels: [] RangeFilters: []
- Timestamp: 156
- Quality_dim1: 8
- Counter_dim1: 2
- Timestamp(Timestamp)datetime64[ns]2016-01-01T00:40:13.696000 ... 2...
- description :
- Time of observation, UTC
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- Spacecraft(Timestamp)object'A' 'A' 'A' 'A' ... 'A' 'A' 'A' 'A'
- units :
- -
- description :
- Spacecraft identifier (values: 'A', 'B', 'C' or '-' if not available).
array(['A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A'], dtype=object)
- Radius(Timestamp)float646.82e+06 6.819e+06 ... 6.817e+06
- units :
- m
- description :
- Position of the MIT minimum in ITRF - Geocentric radius (from the Earth center)
array([6819982.2 , 6819022.03, 6819239.05, 6818958.25, 6818328.93, 6819642.69, 6817973.36, 6819384.72, 6819908.65, 6820650.27, 6818485.58, 6819190.81, 6817177.41, 6818440.37, 6817897.92, 6817543.44, 6817550.92, 6818331.7 , 6818221.89, 6817566.59, 6817451.24, 6817511.04, 6817668.94, 6817360.88, 6818231.12, 6817181.68, 6818784.06, 6817109.34, 6818718.15, 6817237.6 , 6819289.69, 6817345.9 , 6819033.33, 6817246.2 , 6818502.63, 6817209.25, 6817833.75, 6817185.79, 6817471.03, 6817282.33, 6817247.87, 6817753.02, 6818143.49, 6818059.75, 6818460.11, 6817388.24, 6817602.22, 6817462. , 6817801.75, 6816965.13, 6817912.54, 6819002.32, 6819419.04, 6819551.85, 6818470.98, 6817779.35, 6817142.25, 6817527.06, 6817281.32, 6817285.87, 6817635.84, 6817138.45, 6818244.37, 6817375.95, 6818641.9 , 6817533.85, 6817513.53, 6817639.9 , 6816952.15, 6817820.3 , 6817923.36, 6817178.82, 6818070.92, 6816944.91, 6818571.65, 6818610.27, 6818810.02, 6816808.22, 6818574.04, 6816740.39, 6817621.05, 6816724.82, 6817125.39, 6816988.59, 6817081.45, 6817179.61, 6817152.67, 6817240.44, 6817227.58, 6817386.12, 6817252. , 6817610.77, 6816667.07, 6818118.87, 6816664.27, 6816745.34, 6818092.58, 6816704.24, 6817951.52, 6816627.44, 6817243.53, 6816723.51, 6816914.4 , 6816717.78, 6817276.21, 6816865.92, 6817743.12, 6816971.1 , 6817836.93, 6816842.72, 6817900.43, 6817310.69, 6817740.57, 6817732.44, 6817142.83, 6817837.53, 6818285.92, 6817017.54, 6817398.51, 6820020.16, 6817544.71, 6819621.06, 6817421.34, 6818693.58, 6817129.53, 6817988.12, 6817486.57, 6817115.77, 6817124.95, 6818123.55, 6817281.85, 6817444.7 , 6818205.44, 6817528.56, 6817776.4 , 6817189.72, 6817951.12, 6817952.71, 6818160.14, 6816941.02, 6818639.43, 6816940.56, 6819594.9 , 6817228.17, 6819539.87, 6817410.68, 6818836.23, 6817084.91, 6818098.89, 6817176.25, 6817570.17, 6817114.89, 6817159.17, 6817029.25, 6817769.96, 6817301.83])
- Te(Timestamp)float643.326e+03 3.703e+03 ... 3.25e+03
- units :
- K
- description :
- LP electron temperatures of the MIT minimum
array([3325.5746708 , 3703.25625393, 3148.76104159, 3161.1366874 , 2688.23711539, 3315.66742906, 3014.08269638, 3027.3950299 , 3059.68760504, 2960.87937836, 1828.82402044, 2114.89536132, 3019.14367966, 2260.30716408, 3229.46932317, 3159.46851815, 1924.68051895, 2501.19976361, 2826.98660444, 2848.96562009, 1608.4403144 , 2951.16550078, 3098.87438666, 2215.14792907, 2723.53688668, 2137.60967628, 2604.82938809, 2373.865663 , 2617.57214039, 2203.60389981, 2731.15612013, 2397.0859803 , 2648.5606896 , 2743.58974738, 2737.10929747, 3148.94961355, 3126.41912367, 2470.60942716, 3223.32360524, 2042.60264967, 3146.95580516, 2044.23038058, 2374.7435876 , 1882.66190406, 2696.364525 , 2807.04091416, 2624.61468032, 2371.9379865 , 2908.79830364, 2044.07413428, 2878.68745056, 2685.52128533, 2411.24224138, 2834.4094752 , 3095.74821163, 3293.41740573, 2933.0674025 , 3795.66483505, 2285.72004423, 3010.66439807, 2449.38222588, 3007.22493539, 1663.70210627, 3155.82790565, 1714.39103045, 3389.40278201, 3438.61888614, 3350.07762868, 2208.33342539, 3285.96356645, 3313.36737931, 2849.24726939, 3062.92331765, 2424.67330252, 2731.3749827 , 2272.33246367, 2801.78328921, 2927.46860846, 3081.13919477, 2891.93567897, 2987.31844367, 2700.61510496, 2505.59026575, 3789.74444789, 3184.00187794, 3061.01711083, 2779.72681736, 3100.21778306, 2903.00198996, 2893.42274377, 2671.5178941 , 2704.12451296, 2429.8046486 , 2649.87872752, 2172.10490888, 2492.42335252, 2611.38887301, 2527.74380251, 2794.68392878, 2569.67039533, 2823.5478604 , 2527.45500196, 2181.56037854, 2359.12861459, 2060.89569903, 2695.75366957, 1783.86974112, 2497.39942614, 1752.88408347, 2321.17244432, 1626.05134817, 3467.58655443, 3111.45856784, 3244.74757083, 3206.5390463 , 3122.73751043, 2785.54870255, 2219.85380067, 3018.58150388, 4214.63527432, 2941.39553328, 3465.30467237, 3707.63596908, 2832.70297627, 3447.12627831, 3028.18547053, 3337.78374137, 3226.31221927, 3716.77617166, 1752.64571914, 2973.50383568, 3936.01083839, 1765.95386443, 3712.76638358, 3697.85021948, 2549.40872476, 3856.03847986, 3288.7157931 , 2933.3555617 , 2802.18407949, 2769.05226215, 2936.42688045, 3129.04560493, 2817.80330508, 3483.9376645 , 3644.0545973 , 3444.12748055, 3311.55052192, 2777.40861554, 3832.80566777, 3439.62393675, 3208.56548688, 3133.48065614, 3446.07525077, 1873.30136302, 3249.6294959 ])
- Latitude_QD(Timestamp)float6455.82 47.91 55.89 ... 66.72 58.12
- units :
- deg
- description :
- QD latitude of the MIT minimum
array([55.81584549, 47.90876389, 55.89024353, 48.74404144, 57.8666687 , 43.58773041, 57.55874634, 46.12780762, 44.82332993, 50.24582672, 65.12152863, 57.2416687 , 64.10366058, 57.40911102, 57.41327286, 57.4896698 , 64.19657135, 49.69329071, 53.02187729, 59.08498383, 66.39181519, 60.1779747 , 59.75889206, 61.91567612, 57.00485229, 63.38876343, 55.94521332, 64.09500122, 60.56189346, 63.63375092, 59.75047302, 63.00730896, 59.42446899, 63.42279816, 58.48155212, 63.47916412, 58.94567108, 64.60652924, 58.73740005, 65.31520844, 59.0405426 , 65.42634583, 51.74515533, 69.26399994, 51.13777542, 59.61684418, 58.53809738, 60.5976944 , 59.51639175, 65.8269577 , 61.79198456, 57.13394547, 58.42421722, 57.13376617, 60.26654816, 60.53130341, 64.73860931, 58.79800415, 64.53277588, 58.50790024, 64.53351593, 59.2797699 , 65.05382538, 58.57287979, 65.44093323, 57.7868309 , 57.92575455, 57.50341034, 69.71912384, 56.41612625, 56.95724869, 63.51233292, 58.56032181, 65.98868561, 58.09696198, 61.7918129 , 61.77590179, 68.27536774, 60.24765778, 68.14021301, 62.51980972, 68.60865784, 67.75588226, 60.12380981, 60.56393814, 60.51795959, 61.04318619, 60.62826157, 61.42902756, 61.01821899, 64.93768311, 64.54093933, 68.12123871, 63.70140457, 68.97013855, 68.53723145, 64.78483582, 68.45529938, 61.31917572, 69.06687927, 62.7522583 , 68.89378357, 68.43468475, 63.06565094, 69.21785736, 61.87279892, 69.66799927, 61.75494385, 70.55436707, 63.42556 , 67.18001556, 58.96884155, 56.03329849, 56.65455627, 63.60534286, 57.72019958, 57.11540985, 64.74302673, 61.50467682, 53.78381729, 61.03072357, 55.58150101, 61.84504318, 57.45223236, 63.83682632, 57.48124695, 57.6709671 , 58.60586929, 57.88731384, 65.61381531, 57.97003174, 57.15126801, 66.50528717, 56.42510986, 55.00510406, 66.52719879, 53.85640335, 55.18941879, 56.28280258, 65.16273499, 56.28625107, 64.91254425, 54.42940903, 63.19136047, 55.98078156, 61.60803604, 57.19550323, 63.74899673, 57.32797623, 63.12257767, 57.32249451, 64.77046204, 58.01076508, 58.00410461, 66.72418213, 58.12410736])
- EW_Gradient(Timestamp)float640.5532 0.1231 ... 0.2111 0.1668
- units :
- log(1/cm^3)/deg
- description :
- Change in log electron density at the equatorward wall of the MIT divided by QD latitude difference
array([0.55316158, 0.12310099, 0.45663389, 0.09982012, 0.1457161 , 0.05747693, 0.04859633, 0.10659468, 0.1214771 , 0.23448597, 0.0539152 , 0.10209799, 0.04051496, 0.16013101, 0.30121455, 0.21794639, 0.11468274, 0.25373185, 0.24771686, 0.09388366, 0.05572069, 0.16575249, 0.12747448, 0.07503799, 0.11072299, 0.0808576 , 0.1191243 , 0.06787728, 0.08753439, 0.04790044, 0.09559767, 0.09087594, 0.18555068, 0.06713596, 0.1102228 , 0.05649881, 0.19166142, 0.22910018, 0.1587046 , 0.21954767, 0.12020705, 0.14119635, 0.1526042 , 0.27693441, 0.12346271, 0.13297562, 0.15809573, 0.13842383, 0.02565529, 0.06974236, 0.04772248, 0.04385047, 0.0758215 , 0.11261641, 0.15485647, 0.10449704, 0.07979163, 0.11256316, 0.10674976, 0.17060927, 0.1211101 , 0.18424989, 0.14293908, 0.13480497, 0.29591487, 0.17435664, 0.0966004 , 0.05756852, 0.0392888 , 0.12415512, 0.11235434, 0.03870825, 0.12321823, 0.08747107, 0.09786017, 0.07206939, 0.05211218, 0.06302123, 0.15880305, 0.05332977, 0.19278864, 0.05872348, 0.08266339, 0.11322689, 0.15631672, 0.08085616, 0.07743236, 0.13529798, 0.06447073, 0.06469889, 0.12448612, 0.17961261, 0.08896737, 0.10616604, 0.05354431, 0.01140969, 0.09546685, 0.14379644, 0.17017024, 0.13391866, 0.16688207, 0.18243969, 0.28900028, 0.13470339, 0.09935593, 0.22826594, 0.2231175 , 0.12209908, 0.16739594, 0.19661942, 0.18591314, 0.15287203, 0.09048081, 0.07509558, 0.07032596, 0.0978228 , 0.0718596 , 0.10815877, 0.08476789, 0.15766474, 0.17821814, 0.24807022, 0.21197572, 0.12004806, 0.15643832, 0.145292 , 0.19666365, 0.18217093, 0.16420836, 0.11383074, 0.13460437, 0.12135227, 0.25756637, 0.0510618 , 0.04485143, 0.15587388, 0.09813161, 0.11262468, 0.14989341, 0.08396743, 0.09823845, 0.16406693, 0.19671485, 0.13964497, 0.20936669, 0.17245477, 0.21288488, 0.06310456, 0.20545325, 0.11744442, 0.26229168, 0.08182028, 0.18845906, 0.15694653, 0.21109862, 0.16683412])
- MLT_QD(Timestamp)float6417.11 5.145 16.81 ... 18.06 4.416
- units :
- h
- description :
- Magnetic Local Time of MIT minimum
array([17.10869408, 5.14463997, 16.80788422, 5.237257 , 16.82729912, 5.45273972, 17.16163254, 5.81923199, 6.16001081, 5.99666882, 5.11763096, 4.72107649, 18.40673447, 4.43430471, 4.43181658, 4.61208534, 18.67366219, 5.00461721, 5.02557564, 5.11361504, 16.50082779, 5.38687325, 5.74711561, 17.29960823, 6.06608677, 17.73933983, 6.25939655, 18.0663166 , 6.06024027, 18.20658875, 5.38506317, 18.21975327, 4.72323084, 18.2620163 , 4.36254454, 18.34009171, 4.25523567, 18.51849174, 4.40409184, 18.64008713, 4.62392092, 18.56601715, 4.95455217, 17.43169785, 4.92644691, 4.9597187 , 5.16180038, 5.52932167, 5.88755512, 17.45450401, 6.18050241, 6.0907588 , 5.54736423, 4.87377119, 4.29820681, 4.09520531, 18.39516449, 4.24593973, 18.48793793, 4.47409391, 18.48545265, 4.65616465, 18.23395157, 4.76702785, 17.56495285, 4.78357697, 4.82233047, 4.96919632, 16.23732758, 5.23890495, 5.6194272 , 17.22906303, 5.97265196, 17.64574432, 6.05772305, 5.65781069, 4.90264273, 18.27305984, 4.33828449, 18.37062836, 3.94055748, 18.53506088, 18.59921265, 4.47701311, 4.60875463, 4.65174103, 4.68850517, 4.82258034, 5.09717751, 5.45640373, 5.89042711, 6.02529097, 17.77498436, 5.74994898, 18.03661919, 18.15899277, 4.251544 , 18.26184845, 3.96675968, 18.43726349, 3.80917645, 18.54893875, 18.56817627, 4.194067 , 18.48852921, 4.44014025, 18.01493454, 4.52624512, 17.15614128, 4.55011749, 16.37695885, 4.66315079, 4.83166695, 5.15274239, 16.69297218, 5.54516125, 5.81957006, 17.57453156, 17.76398849, 5.27742577, 17.78632736, 4.61387634, 17.81492615, 4.11488485, 17.9579277 , 3.93907356, 4.01301622, 4.19880342, 4.4238677 , 17.97146225, 4.50301647, 4.50784111, 16.48617172, 4.53424644, 4.65198708, 16.02623558, 4.89901924, 5.28088999, 5.63432074, 17.35106659, 5.74396849, 17.65089989, 5.38755274, 17.73466682, 4.71071815, 17.70795822, 4.15039968, 17.833395 , 3.87755203, 17.89790726, 3.88458443, 18.10726547, 4.04976177, 4.27326679, 18.06393051, 4.41579628])
- Ne(Timestamp)float641.525e+04 1.552e+04 ... 9.107e+03
- units :
- 1/cm^3
- description :
- LP electron densities of the MIT minimum
array([15251.6556353 , 15516.61806451, 16282.2902834 , 11243.71961655, 14234.37326077, 14611.29365826, 18553.79297889, 13142.50278386, 15735.24213414, 6564.39903842, 6758.8310309 , 5892.36771546, 6020.1247058 , 4003.56302915, 2958.63855276, 3720.48406769, 12089.96410347, 6954.99376466, 5440.75764578, 6838.65685395, 17130.99145121, 8870.87687392, 9786.90249126, 11645.53004347, 9792.12574718, 12041.56761182, 10286.67763134, 12211.92035447, 8131.39790227, 12118.25350102, 8025.42155127, 8677.89511298, 9433.95558123, 5517.29462542, 7052.33777531, 5481.48119875, 4123.52733772, 7068.15511041, 5230.12831578, 6760.29275335, 5099.20621114, 9116.3430475 , 10324.69665524, 11317.74452118, 10035.45686777, 7235.45974972, 9846.90955095, 9864.06166176, 11594.61355787, 10530.36174413, 12211.04920349, 14480.73277345, 14146.65047537, 8686.64199072, 6443.72358461, 4381.75823995, 5800.40876558, 5341.45407309, 7519.91123705, 7394.22313119, 7209.04479256, 7080.44247338, 12476.18919367, 6990.81971991, 15792.45037882, 7264.0960906 , 9056.44343209, 9669.92648354, 9085.94737269, 10053.4037606 , 11082.79695071, 8056.488082 , 12351.47468188, 7874.66539633, 11814.62490867, 10670.52239074, 9580.48770091, 6436.89627937, 8558.89830463, 5632.07919496, 5426.04546311, 5534.95009146, 6005.03849392, 5417.22166359, 6898.54685162, 6859.97913172, 6750.3708344 , 7308.28588257, 9348.90416528, 12144.79552816, 12300.40728121, 11106.80725435, 8560.26074431, 9539.66589108, 8553.16256706, 6854.29158917, 9740.13572649, 7449.38881271, 8166.39200342, 6610.94835983, 6620.09958338, 8100.09468676, 8607.35618456, 5300.74971146, 15345.17825064, 6942.28372148, 18456.64379207, 8096.13114598, 15971.43093029, 7560.94168496, 24885.84281108, 8718.58365931, 12432.27926174, 13508.61245382, 13049.82106605, 12919.21496317, 10591.33924861, 15675.97764006, 13353.20106864, 12805.50892552, 12478.10304474, 17833.88060407, 8314.40136408, 18709.52030941, 6204.30673316, 11879.17466685, 10310.28050179, 7504.59698884, 8421.19241889, 15075.79397801, 7645.93292805, 8241.60578255, 18683.83859715, 13099.49939015, 12707.79855314, 13456.86778789, 14772.99604106, 15830.16981205, 16424.64627353, 10394.05421277, 14626.69527829, 10272.88018718, 11584.89248185, 14279.09032832, 11545.60748885, 7951.44465138, 13806.38313801, 7169.37058637, 9562.73518076, 6659.93774462, 8957.15722609, 7541.08504216, 10157.19030477, 8432.48860579, 11622.98442318, 9106.99083095])
- Quality(Timestamp, Quality_dim1)int83 1 3 2 3 -1 2 1 ... 0 0 0 3 1 3 1
- units :
- N/A
- description :
- Characterizes the detection quality of the MIT as a whole
array([[ 3, 1, 3, ..., -1, 2, 1], [ 3, 3, 3, ..., 1, 3, 1], [ 3, 1, 3, ..., -1, 2, 1], ..., [ 3, 3, 3, ..., 1, 3, 1], [-1, 0, -1, ..., -1, 2, 1], [-1, 0, 0, ..., 1, 3, 1]], dtype=int8)
- Width(Timestamp)float643.811 10.83 2.915 ... 5.961 7.034
- units :
- deg
- description :
- Width of the MIT calculated from QD latitudes
array([ 3.81131363, 10.82780075, 2.91536713, 3.25482941, 3.49462128, 9.90600204, 3.21442032, 10.31373215, 8.79763412, 9.77098846, 12.83320999, 14.29857635, 29.58293915, 10.71845245, 7.49607849, 12.96202469, 3.3433876 , 9.08745956, 15.77940369, 13.29540253, 10.2638092 , 28.44353485, 19.72479248, 12.73364258, 18.1379776 , 10.44407272, 18.2342186 , 9.35911942, 23.04034424, 10.86595154, 23.14775085, 13.99895477, 3.87907791, 17.27322769, 8.79523849, 24.94006729, 7.83177567, 3.09239578, 6.30381012, 3.6149292 , 5.65410995, 3.2166481 , 19.59498215, 8.04955292, 10.66217041, 10.01367569, 21.28629303, 16.80278397, 27.58687973, 8.19219589, 27.39283752, 24.0501442 , 11.47398758, 11.32371902, 10.84927368, 6.47512817, 8.7871666 , 7.593853 , 5.84109116, 6.01340485, 4.13201523, 5.08666992, 7.00845337, 4.75883484, 4.61410522, 5.810215 , 6.66161728, 10.22737122, 10.95964813, 16.6962738 , 12.43133545, 19.9533577 , 8.10520935, 7.11859512, 10.36373138, 11.8794899 , 8.60681534, 9.00040054, 16.12789154, 14.93181992, 13.0856514 , 3.74116516, 6.0286026 , 7.69524384, 6.14030838, 3.04760361, 8.99541473, 9.7595787 , 19.48926163, 32.50782776, 18.56706238, 20.8378334 , 15.02994156, 10.48994064, 12.98070908, 4.38555145, 12.9232254 , 4.50563049, 13.64894104, 5.4681778 , 12.45627213, 4.07358551, 3.32227325, 11.96631241, 3.83538055, 11.90774918, 4.78807068, 8.47855377, 3.95188904, 11.79340363, 3.00839233, 7.9320755 , 16.73012543, 9.18821335, 13.75330734, 11.563591 , 6.79042816, 7.01119232, 3.41540527, 7.86471176, 5.33993912, 3.13059616, 4.9475975 , 3.00382233, 7.33288574, 4.20368576, 3.8225975 , 6.05249023, 4.9305687 , 4.57230377, 7.07805634, 6.19829178, 3.65361023, 12.10515213, 4.84441757, 3.64011383, 4.38381195, 3.64651871, 6.57624054, 7.2614975 , 13.07225418, 6.41724777, 10.35887527, 6.39868164, 5.79298782, 6.06299591, 12.73946381, 8.10784531, 5.64559174, 6.96674728, 3.33847046, 7.04893112, 3.28004074, 8.02635193, 5.96072006, 7.03395462])
- Longitude_QD(Timestamp)float64-35.92 139.3 -65.0 ... 40.16 146.5
- units :
- deg
- description :
- QD longitude of the MIT minimum
array([ -35.91987228, 139.25646973, -64.99904633, 116.22509766, -90.27205658, 93.89765167, -111.01051331, 73.96784973, 53.61875534, 2.84341025, -32.20716476, -60.84394455, 125.91841125, -87.05033875, -108.9968338 , -128.29571533, 63.74816895, -145.00674438, 170.43362427, 124.75067139, -85.73963928, 103.94586945, 83.76728058, -124.77719116, 62.81401062, -143.24710083, 40.61045074, -162.42730713, 13.70487785, 176.5229187 , -19.68415642, 154.16209412, -52.00305557, 132.48770142, -79.45399475, 111.51441956, -102.94057465, 92.04815674, -122.69947052, 71.80622101, -141.48268127, 48.67027664, -159.22317505, -13.52888203, 154.72987366, 132.01928711, 110.32836914, 90.59855652, 70.26832581, -137.98571777, 49.50564957, 23.31471062, -8.35060692, -41.16635895, -71.68354034, -96.63293457, 98.83958435, -116.43312073, 78.19871521, -135.08886719, 56.15044022, -154.51141357, 30.26619911, -175.30467224, -2.26143193, 162.09480286, 139.24136353, 117.1169281 , -95.4908371 , 95.96684265, 76.11724091, -131.39839172, 56.02817154, -150.06733704, 32.39864731, 2.66099644, -31.62543106, 149.80880737, -62.43207932, 129.04301453, -90.21408844, 109.35900116, 66.2930603 , -148.442276 , -168.75723267, 169.26849365, 146.7026825 , 124.74150848, 104.09064484, 83.97450256, 65.12706757, 41.96715927, -162.85058594, 13.44894314, 177.69673157, 156.87690735, -54.74123764, 136.10063171, -81.27233887, 116.53279877, -105.49206543, 96.13310242, 74.41376495, -143.82679749, 51.15113068, -162.4528656 , 21.86456299, 176.35484314, -13.74623585, 153.91796875, -48.80583191, 131.70558167, 109.55561066, 89.15946198, -119.51264954, 69.501091 , 48.19659424, -156.24510193, -176.81622314, -8.59604359, 160.64535522, -41.14661026, 138.56718445, -70.65424347, 118.35910034, -95.2414856 , -116.09926605, -135.34024048, -154.21340942, 30.18226051, -175.4100647 , 161.89027405, -37.7823143 , 138.92919922, 116.46959686, -94.03688049, 95.12794495, 75.41481018, 55.25006866, -150.10040283, 31.88656998, -169.55799866, 2.27976441, 168.65863037, -30.82997894, 145.75978088, -61.46442795, 125.20445251, -87.54760742, 104.04637909, -109.40817261, 84.99372101, -128.94345093, -147.75999451, 40.16083908, 146.46064758])
- L_value(Timestamp)float643.391 2.382 3.404 ... 6.853 3.837
- units :
- N/A
- description :
- L-value of the MIT minimum
array([3.39089301, 2.38202007, 3.40353059, 2.46131554, 3.78277879, 2.04023409, 3.71878034, 2.22839545, 2.12773376, 2.61776246, 6.04688985, 3.65562583, 5.60956049, 3.68868648, 3.68923133, 3.70448515, 5.64754629, 2.55747072, 2.95776821, 4.0539392 , 6.67174261, 4.32667809, 4.21865878, 4.82810314, 3.60866222, 5.33279301, 3.41296883, 5.60601377, 4.4306186 , 5.42514107, 4.21753542, 5.1941927 , 4.1364033 , 5.34551362, 3.9159881 , 5.36657582, 4.02139975, 5.81847452, 3.97312475, 6.13500863, 4.04327133, 6.1875706 , 2.79150638, 8.53649565, 2.71836059, 4.1828586 , 3.92810773, 4.43962976, 4.1582192 , 6.38079949, 4.78968184, 3.63426764, 3.90376771, 3.63452532, 4.35073289, 4.42163977, 5.87539442, 3.98704251, 5.78713698, 3.92116876, 5.78775184, 4.10015295, 6.01598613, 3.93578451, 6.19527445, 3.76561878, 3.79478089, 3.70732731, 8.90543797, 3.49725528, 3.59928451, 5.37902627, 3.9333637 , 6.46184894, 3.83185929, 4.79011849, 4.78530289, 7.80932176, 4.34578054, 7.71763645, 5.02548006, 8.04261069, 7.46664141, 4.31211545, 4.43011537, 4.41760875, 4.564797 , 4.44790457, 4.67823537, 4.55777258, 5.96305109, 5.79088097, 7.70482883, 5.4517934 , 8.30833422, 7.99170039, 5.89636314, 7.93385025, 4.64597685, 8.38177195, 5.10460616, 8.25112094, 7.91965491, 5.21454725, 8.49932172, 4.81424232, 8.86362148, 4.77749908, 9.65530096, 5.34622748, 7.11427595, 4.02649841, 3.4280314 , 3.54152294, 5.41422997, 3.75192843, 3.63024985, 5.87720735, 4.7011297 , 3.06643741, 4.56147276, 3.35029776, 4.80592132, 3.69752614, 5.50354939, 3.70301837, 3.74155194, 3.94306296, 3.78645439, 6.27748628, 3.80403031, 3.63684073, 6.73339111, 3.4987579 , 3.25348964, 6.7442503 , 3.07614585, 3.28371608, 3.47306342, 6.06431869, 3.47393416, 5.9516064 , 3.16323121, 5.26029563, 3.41962709, 4.73255491, 3.64630016, 5.46934043, 3.672223 , 5.23535863, 3.6708429 , 5.88924123, 3.81262422, 3.81113289, 6.85298722, 3.8369847 ])
- Counter(Timestamp, Counter_dim1)uint3211804 1 11804 2 ... 11909 1 11911 2
- units :
- N/A
- description :
- Swarm orbit counter and quarter orbit (four per Swarm orbit) counter that are based on magnetic coordinates as defined in [AD-2] (Sect. 4.1.2.2)
array([[11804, 1], [11804, 2], [11805, 1], [11805, 2], [11806, 1], [11806, 2], [11807, 1], [11807, 2], [11808, 2], [11810, 2], [11811, 2], [11812, 2], [11813, 1], [11813, 2], [11814, 2], [11815, 2], [11816, 1], [11816, 2], [11818, 2], [11820, 2], ... [11898, 2], [11899, 2], [11900, 2], [11901, 1], [11901, 2], [11902, 1], [11902, 2], [11903, 1], [11903, 2], [11904, 1], [11904, 2], [11905, 1], [11905, 2], [11906, 1], [11906, 2], [11907, 1], [11907, 2], [11908, 2], [11909, 1], [11911, 2]], dtype=uint32)
- MLT(Timestamp)float6417.11 5.145 16.81 ... 18.06 4.416
- units :
- -
- description :
- Magnetic local time
array([17.10869598, 5.14463997, 16.80788422, 5.237257 , 16.82729912, 5.45274162, 17.16163254, 5.81923103, 6.16000891, 5.99666786, 5.11763 , 4.72107649, 18.40673256, 4.43430471, 4.43181705, 4.61208582, 18.67366028, 5.00461817, 5.02557564, 5.11361504, 16.5008297 , 5.38686943, 5.74711323, 17.29961014, 6.06608391, 17.73933983, 6.25939322, 18.0663166 , 6.06023979, 18.20659065, 5.38506413, 18.21975327, 4.72323179, 18.26201439, 4.36254692, 18.3400898 , 4.25523663, 18.51848984, 4.40409327, 18.64008331, 4.62392187, 18.56601524, 4.95455313, 17.43169975, 4.92644691, 4.95972633, 5.16180038, 5.52931786, 5.88755131, 17.45450592, 6.18050051, 6.09075737, 5.54736471, 4.87377214, 4.29820776, 4.09520674, 18.39516258, 4.24594116, 18.48793602, 4.47409582, 18.48544884, 4.65616512, 18.23395157, 4.76702833, 17.56495285, 4.78357887, 4.82233238, 4.96920776, 16.23733521, 5.23890114, 5.61942244, 17.22906494, 5.97264719, 17.64574432, 6.05771685, 5.65780973, 4.90264463, 18.27305603, 4.3382864 , 18.37062454, 3.94056129, 18.53505707, 18.59920502, 4.47701597, 4.60875654, 4.65174103, 4.68850517, 4.82258987, 5.09719849, 5.45639801, 5.89041948, 6.02528238, 17.77498627, 5.74994612, 18.03661919, 18.15899086, 4.25154734, 18.26184464, 3.96676254, 18.43725586, 3.80918026, 18.54893112, 18.56816864, 4.19406939, 18.48852158, 4.44014263, 18.01493263, 4.52624702, 17.15614319, 4.55011749, 16.37693596, 4.66315651, 4.83167839, 5.15276337, 16.69297981, 5.54515409, 5.81956387, 17.57453537, 17.7639904 , 5.27742767, 17.78632736, 4.61387873, 17.81492615, 4.11488914, 17.95792389, 3.93907833, 4.01302052, 4.19880772, 4.42387199, 17.97145844, 4.50302076, 4.50784302, 16.48615265, 4.53425026, 4.65199661, 16.02621078, 4.8990345 , 5.28091145, 5.63431406, 17.3510704 , 5.74396563, 17.6509037 , 5.38755369, 17.73466682, 4.71072197, 17.70795631, 4.15040398, 17.83338928, 3.87755775, 17.89789963, 3.88458824, 18.10725594, 4.04976654, 4.27327061, 18.06392479, 4.41579628])
- Latitude(Timestamp)float6447.22 51.77 51.4 ... 62.35 62.0
- units :
- deg
- description :
- Position of the MIT minimum in ITRF - Geocentric latitude
array([47.2219374, 51.766948 , 51.4021418, 52.6166575, 57.8573315, 48.1128904, 60.9820263, 49.7261129, 46.2113093, 40.9764033, 56.4344367, 51.9995335, 67.8376456, 56.8467413, 60.5691801, 62.656966 , 63.6570106, 55.6904394, 57.2181245, 62.7828378, 64.7747556, 63.4656637, 62.0369122, 66.3864996, 57.5024049, 68.611904 , 52.8985629, 69.1737337, 52.684519 , 68.1758296, 50.1980813, 67.1097586, 52.7756974, 67.2570984, 56.437356 , 66.8635754, 61.0224575, 66.9499925, 63.3648001, 65.633929 , 64.521523 , 62.4953514, 57.1107815, 60.1999728, 55.0869941, 63.3867243, 62.0560063, 63.2473685, 60.5368571, 70.7193321, 59.4872766, 50.7543832, 48.7790289, 49.1138888, 56.7153841, 61.3955076, 67.5043726, 62.7773369, 65.6786341, 63.901679 , 62.8611944, 64.6103908, 59.3362063, 63.2139792, 56.3798185, 61.8510918, 61.7367501, 61.1410274, 69.2860272, 59.7098257, 58.980475 , 68.2884775, 57.801496 , 71.1488903, 53.2593382, 52.8512948, 52.9267666, 72.581009 , 55.1477202, 72.0004203, 62.0669272, 71.7074816, 67.0149608, 65.5336377, 65.4448237, 64.781669 , 64.9855439, 64.3254527, 64.6524136, 63.1562713, 64.4702619, 60.6691142, 73.2211018, 55.8109911, 73.8171657, 72.9830993, 58.4225548, 72.4988932, 59.3901134, 72.4922894, 64.7986519, 71.1207336, 68.6018117, 68.3164642, 66.1737013, 66.9498879, 62.7180106, 66.2224596, 61.5879012, 67.541111 , 60.0733433, 62.7292405, 59.6351381, 59.6398399, 67.3762456, 58.9391675, 55.2921621, 69.9192281, 66.1512238, 43.92954 , 65.153257 , 47.5616292, 65.72027 , 53.8797841, 67.4049392, 58.398623 , 61.7285107, 63.9995298, 63.2664835, 59.852298 , 62.6005884, 61.2014802, 58.297163 , 60.2194815, 58.6914368, 66.2775177, 57.351315 , 57.4176046, 55.7858083, 70.3548299, 51.5263309, 69.8402849, 45.2176717, 67.5409217, 46.9239698, 65.5561565, 52.0574942, 67.4656981, 56.8643427, 66.2505748, 60.5464149, 66.5358661, 63.1692013, 63.5203987, 62.3503677, 61.9997353])
- SZA(Timestamp)float64104.9 113.4 106.3 ... 105.3 119.0
- units :
- deg
- description :
- Solar zenith angle of the MIT minimum
array([104.86975967, 113.43205795, 106.34209898, 113.65856028, 108.50341496, 112.70920776, 109.45451691, 113.13493973, 112.35739552, 111.09437971, 114.65974476, 113.87941354, 111.23616873, 114.81441895, 115.40742892, 115.70175338, 109.88514822, 114.75209081, 115.09027782, 115.89539899, 110.02068841, 115.9986188 , 115.88408915, 110.42806678, 115.3432018 , 111.04718798, 114.63583714, 111.17491802, 114.64738191, 110.84895539, 114.22503994, 110.49238333, 114.7624183 , 110.49750021, 115.40557863, 110.33777047, 116.03345999, 110.32487495, 116.29752056, 109.87586798, 116.42485635, 108.81481673, 115.67333829, 107.94430769, 115.47141442, 116.47251443, 116.39278603, 116.52693504, 116.32102885, 111.13107523, 116.25052109, 115.04375667, 114.73024679, 114.84819446, 116.09534508, 116.62629061, 109.91771247, 116.76764083, 109.2786752 , 116.8737726 , 108.27376008, 116.94622567, 106.96401103, 116.90087231, 105.80945378, 116.8447307 , 116.87225947, 116.86247346, 110.230452 , 116.78114218, 116.7539262 , 109.82897708, 116.67928835, 110.716157 , 116.17654864, 116.16867747, 116.22865659, 111.06627156, 116.562196 , 110.85079927, 117.2126914 , 110.72345625, 109.08979326, 117.44376608, 117.47349782, 117.49048021, 117.52665055, 117.54096974, 117.57850174, 117.56847289, 117.63615776, 117.52972928, 110.85335327, 117.20687763, 111.01576483, 110.71228406, 117.50948638, 110.51903162, 117.61078812, 110.48278245, 117.82910996, 109.98484982, 109.06775554, 117.85060104, 108.14599523, 117.90795677, 106.79474241, 117.94672309, 106.31026032, 117.95171621, 105.66216286, 117.9953793 , 117.92857851, 117.96589822, 108.3501745 , 117.97088506, 117.77133411, 109.2084152 , 107.77106262, 116.37931663, 107.34628669, 117.03200257, 107.52238512, 117.83296212, 108.12469528, 118.18261517, 118.31842668, 118.35535273, 118.3928912 , 104.94315923, 118.42818529, 118.45446418, 104.1959936 , 118.47405255, 118.4686392 , 107.36734939, 118.45432019, 118.49743722, 118.45703247, 108.82473492, 118.17794186, 108.59471863, 117.44904564, 107.66461219, 117.75143647, 106.8304812 , 118.37403314, 107.55327122, 118.72268657, 107.02543681, 118.83879906, 107.09921381, 118.84420348, 118.86695157, 105.28404664, 119.00393329])
- QDLat(Timestamp)float6455.82 47.91 55.89 ... 66.72 58.12
- units :
- -
- description :
- Magnetic quasi-dipole latitude
array([55.81583786, 47.90877151, 55.89023972, 48.74404907, 57.8666687 , 43.58773041, 57.55875015, 46.1278038 , 44.82331848, 50.24581528, 65.121521 , 57.24166489, 64.10366821, 57.40911102, 57.41327286, 57.4896698 , 64.19656372, 49.69329453, 53.02188492, 59.08499527, 66.39181519, 60.17798233, 59.75889206, 61.91568375, 57.00484085, 63.38877487, 55.94519424, 64.09501648, 60.56187057, 63.63376617, 59.75045776, 63.00732422, 59.42445755, 63.42281342, 58.48155212, 63.47917557, 58.94567108, 64.60652924, 58.73740387, 65.31520844, 59.04055023, 65.42633057, 51.74516296, 69.26397705, 51.13779068, 59.61668777, 58.53810501, 60.59769821, 59.51638794, 65.82696533, 61.7919693 , 57.13391876, 58.42419815, 57.13375473, 60.26654053, 60.53130341, 64.73861694, 58.79800797, 64.53277588, 58.50790787, 64.53350067, 59.27977753, 65.05380249, 58.57289505, 65.44091797, 57.78684616, 57.92559814, 57.50328445, 69.71912384, 56.4161377 , 56.95724106, 63.51234818, 58.5602951 , 65.9887085 , 58.0969162 , 61.79176712, 61.77587128, 68.27539825, 60.24764633, 68.14024353, 62.51980591, 68.60868073, 67.755867 , 60.12382889, 60.56396484, 60.51799011, 61.04303741, 60.62812805, 61.42894363, 61.01821899, 64.93766785, 64.54090118, 68.1212616 , 63.7013588 , 68.97016907, 68.53726196, 64.78482056, 68.4553299 , 61.31916809, 69.06690979, 62.75226212, 68.8937912 , 68.43467712, 63.06567001, 69.21783447, 61.87282562, 69.66796112, 61.75497437, 70.55432892, 63.42559433, 67.18012238, 58.96870804, 56.03320312, 56.65452957, 63.60535812, 57.72018433, 57.11536407, 64.74304962, 61.50471115, 53.7837677 , 61.03076172, 55.58147812, 61.84508133, 57.45222092, 63.83686066, 57.48124695, 57.67097855, 58.60588837, 57.88734055, 65.6137619 , 57.97006226, 57.15130615, 66.50540924, 56.42496872, 55.00499725, 66.52720642, 53.85635376, 55.18945312, 56.28276062, 65.1627655 , 56.28617859, 64.9125824 , 54.42934036, 63.19141006, 55.98074341, 61.60808563, 57.19548798, 63.7490387 , 57.32797241, 63.12260437, 57.32250595, 64.77046967, 58.01078415, 58.00413513, 66.72412872, 58.12415314])
- Depth(Timestamp)float641.1e+05 3.461e+04 ... 1.208e+04
- units :
- 1/cm^3
- description :
- Depth of the MIT
array([109962.44736889, 34612.25409879, 48902.93031103, 7654.57218032, 21906.82712689, 9002.6642364 , 10597.45317548, 19348.19864813, 20387.14719749, 14321.61631945, 7397.1506442 , 8753.28269 , 33552.60276876, 10768.63181735, 7912.44293599, 10935.58530275, 7748.07183334, 28968.382685 , 25856.49814875, 23158.17286477, 10605.85501216, 30161.67973765, 19987.98679552, 11700.49048372, 15347.79162329, 12098.84319958, 18446.00924774, 18168.56546686, 19356.45306415, 21879.74482727, 30314.61922835, 23442.19788757, 10426.43801792, 22489.83485803, 12851.59746079, 39495.7733723 , 16255.32272624, 7695.42470998, 14750.17022366, 8304.59418341, 8305.83070589, 6081.14583321, 34886.7580676 , 38609.42941686, 13847.40982568, 15099.7611001 , 33495.25615739, 23523.60792414, 46920.83324459, 62795.23875799, 47515.62017955, 36878.05854517, 11541.40607506, 10519.09780103, 16386.93376209, 8976.22242898, 21946.05426826, 16493.4425368 , 17352.91108873, 13328.93544161, 11868.22009576, 12153.47003114, 33492.6253467 , 9137.50411856, 37853.65587814, 10834.21838777, 13877.36130569, 15467.62037186, 7081.90378589, 43226.92772098, 25315.99766102, 21285.59300368, 10631.617863 , 11639.10681981, 12581.67242822, 15426.12228464, 9567.11790445, 6740.11982385, 28466.13590713, 23672.44096565, 30999.0010438 , 13222.02619807, 12365.96510231, 16366.79163835, 11839.56017834, 4813.70047549, 12215.98839843, 11307.32319705, 34893.26917133, 77058.28650809, 44953.00698499, 55306.67902057, 51374.1613383 , 32433.43345141, 36581.0770178 , 57120.16851709, 37123.91494735, 20893.98589698, 59509.45859237, 46726.46203937, 53260.28211807, 42479.09482283, 43711.52537877, 39390.42419855, 52449.673377 , 59308.18071963, 30654.22233247, 43310.36050954, 33277.13434241, 24803.57575887, 66550.85295219, 17534.47521623, 67630.70235511, 31213.99896976, 15240.25731057, 26658.27734189, 11213.35235862, 23740.04008969, 19970.22371055, 20778.74808797, 28844.91440665, 24989.54011823, 12111.52416513, 14115.51683891, 8627.72737089, 14889.47016508, 12849.64889388, 14950.93800887, 9160.78854396, 31933.95759342, 22229.0646475 , 26565.61431632, 37806.18023294, 25116.73258913, 22002.87536405, 25346.70998985, 16337.63976495, 10115.66388534, 18130.45291606, 30704.42038394, 16779.08368129, 24750.87667576, 12104.50232387, 28734.21696158, 23158.55449317, 13514.23445418, 51727.13029088, 9493.38498027, 33841.22955874, 9811.39582381, 14331.7301456 , 6871.30451219, 14153.87444725, 21786.90065044, 21191.05076352, 12077.75813514])
- PW_Gradient(Timestamp)float640.3081 0.0938 ... 0.2485 0.1623
- units :
- log(1/cm^3)/deg
- description :
- Change in log electron density at the poleward wall of the MIT divided by QD latitude difference
array([0.30805361, 0.09380033, 0.35944135, 0.16845646, 0.29325775, 0.04969445, 0.18525262, 0.06165684, 0.0636889 , 0.09742935, 0.15747374, 0.13869739, 0.17509125, 0.16097408, 0.09087879, 0.22969276, 0.14377787, 0.25974665, 0.19163562, 0.17877173, 0.12806102, 0.25729136, 0.21148661, 0.08960475, 0.13955436, 0.10734184, 0.08735791, 0.12690696, 0.13367002, 0.1267749 , 0.20778314, 0.27447593, 0.12391575, 0.15302666, 0.18243397, 0.20809049, 0.23531279, 0.18313017, 0.24570405, 0.15625859, 0.22565318, 0.13402999, 0.17436058, 0.12773573, 0.08771004, 0.20332184, 0.27948945, 0.23355515, 0.16116777, 0.38262931, 0.2923394 , 0.14093099, 0.10948913, 0.10331334, 0.16711964, 0.28306059, 0.2841951 , 0.34975233, 0.25498829, 0.14083612, 0.31603093, 0.27819992, 0.17789621, 0.1804302 , 0.32849717, 0.17818799, 0.2107974 , 0.20322979, 0.03318577, 0.19254556, 0.15777679, 0.25945098, 0.11178382, 0.21701642, 0.04178295, 0.13558773, 0.16034866, 0.14974201, 0.38538138, 0.44187001, 0.32413605, 0.39129869, 0.37302946, 0.34326998, 0.23736228, 0.20713852, 0.16961151, 0.20736321, 0.15731851, 0.30952483, 0.38996489, 0.47242535, 0.48463191, 0.4958396 , 0.45676164, 0.64729409, 0.514267 , 0.52975909, 0.60820035, 0.41327522, 0.63414569, 0.50594804, 0.58287272, 0.66216616, 0.37216618, 0.68815657, 0.29977454, 0.61423543, 0.37164461, 0.4738099 , 0.47780276, 0.41153665, 0.45282576, 0.36877311, 0.06968505, 0.2122401 , 0.15751035, 0.32339374, 0.36209378, 0.19622143, 0.2019873 , 0.2333523 , 0.14351235, 0.20443077, 0.08010619, 0.19575963, 0.16763783, 0.10877519, 0.08719922, 0.31084921, 0.36228617, 0.4403112 , 0.26687136, 0.25147565, 0.26295184, 0.2899206 , 0.22901985, 0.1222074 , 0.11223467, 0.18402738, 0.11363028, 0.16280667, 0.02966754, 0.29287998, 0.16369724, 0.12545689, 0.27140511, 0.12355577, 0.26258412, 0.29296579, 0.22924913, 0.06846021, 0.26520982, 0.11701116, 0.24852037, 0.16229034])
- DR(Timestamp)float6412.18 30.95 24.98 ... 35.42 42.99
- units :
- %
- description :
- Relative change in density within the MIT
array([12.18046152, 30.95345535, 24.97849993, 59.49595729, 39.38544683, 61.87566575, 63.64665469, 40.45004326, 43.56091174, 31.42963809, 47.74540675, 40.23288521, 15.21281218, 27.10201883, 27.21567818, 25.38527878, 60.94335216, 19.36063492, 17.38413643, 22.79793204, 61.76257807, 22.72686609, 32.869652 , 49.88229163, 38.95050888, 49.8813699 , 35.80130767, 40.19659339, 29.58178838, 35.64402052, 20.93221965, 27.01702985, 47.50135255, 19.69960766, 35.43187662, 12.18722941, 20.2343475 , 47.87561822, 26.17642727, 44.87450043, 38.03947906, 59.98585108, 22.83646195, 22.6685062 , 42.01948199, 32.3948431 , 22.71900675, 29.54402564, 19.81462023, 14.36109854, 20.44488556, 28.19523669, 55.07092546, 45.22940582, 28.22399499, 32.80254964, 20.90503845, 24.46292359, 30.23344572, 35.68096584, 37.78867062, 36.81228389, 27.14055022, 43.34498606, 29.43820434, 40.13686523, 39.48949394, 38.46805951, 56.19761886, 18.86888366, 30.44825267, 27.45711205, 53.74156962, 40.35439847, 48.42794276, 40.88848403, 50.03491245, 48.84942258, 23.11651694, 19.21914832, 14.89646818, 29.50875453, 32.68759087, 24.86787714, 36.81560171, 58.76449725, 35.59128429, 39.25891359, 21.1312046 , 13.61477121, 21.4841463 , 16.72372266, 14.28271175, 22.72804735, 18.95049666, 10.71410619, 20.78381102, 26.28264591, 12.06692185, 12.39458067, 11.05554005, 16.0146787 , 16.45172054, 11.86084242, 22.63472503, 10.47884536, 37.58158886, 15.74923883, 32.43024612, 23.36182425, 27.21647212, 33.20978215, 15.52812425, 30.2053302 , 46.12861404, 32.64283362, 48.57367139, 39.77057689, 40.07151473, 38.12949895, 30.19649535, 41.64515656, 40.70513893, 56.99771252, 41.83045083, 44.37719855, 44.51775446, 33.41980937, 47.89672129, 32.06950361, 25.59308301, 23.67786269, 33.07458377, 34.27731807, 36.61063621, 34.67945112, 47.4853556 , 61.01237677, 47.53175843, 25.29060826, 46.5732606 , 29.3311772 , 48.90328595, 33.1969133 , 33.26865376, 37.04259536, 21.06766815, 43.02632033, 22.03193934, 40.43350659, 38.46107838, 52.32362762, 41.78011292, 27.90423239, 35.4207715 , 42.9884293 ])
- dL(Timestamp)float640.6521 1.343 0.5123 ... 3.071 1.478
- units :
- N/A
- description :
- Width of the MIT calculated from L-values
array([0.65212529, 1.34273698, 0.51231517, 0.32279031, 0.74600209, 0.53751202, 0.66185541, 0.66174038, 0.549886 , 1.12595477, 3.66996404, 3.99143172, 5.7819526 , 2.57594551, 1.73705676, 4.0561628 , 1.36144813, 0.801567 , 1.4631708 , 2.18863592, 5.2770918 , 3.38448567, 2.86875466, 6.4520334 , 2.58439378, 4.70733189, 3.0618238 , 3.86231821, 3.85479261, 4.06146601, 3.01082218, 4.03176488, 0.91049068, 4.39591796, 1.81444345, 5.91154152, 1.56927494, 1.3337945 , 1.36267153, 1.67443946, 1.24809159, 1.51446557, 1.49571318, 9.57657487, 0.96134137, 1.95804981, 6.59967168, 6.1534916 , 7.70338152, 5.5967044 , 4.73928952, 2.7766762 , 2.31680494, 2.36379588, 2.5539992 , 1.60466371, 3.57032853, 1.44491691, 2.44099067, 1.43316207, 1.71573979, 1.17942756, 3.3292813 , 1.00294138, 2.01411644, 1.15183321, 1.29361135, 1.66578808, 5.64291927, 2.13786561, 1.74651471, 7.18412461, 1.54809427, 4.30384926, 2.08291799, 2.69153546, 2.14077168, 4.33233611, 5.38899023, 7.25417863, 4.35791896, 2.89084716, 3.351735 , 1.6517458 , 1.52814434, 0.84308513, 2.03528046, 2.34018509, 3.29273743, 8.31100807, 6.11939408, 5.26743419, 7.81306907, 3.71487131, 6.96683455, 3.40350896, 3.76754168, 3.45563227, 4.27107162, 4.44199126, 3.91473585, 3.15745301, 2.38925321, 4.00569807, 3.33335199, 3.348716 , 3.62472982, 2.59693028, 3.64874844, 3.14623735, 1.82352233, 1.80577046, 2.23678518, 1.4084862 , 5.5223529 , 1.79972218, 1.18807586, 2.93651892, 1.04585767, 1.00904483, 1.63673504, 0.53023528, 1.65947676, 0.60614385, 3.59618743, 0.84268311, 0.78682529, 1.34238674, 1.03661601, 2.25339364, 1.38828447, 1.0849711 , 1.97046006, 1.67580068, 0.82301167, 2.09954334, 0.62141992, 0.60290205, 1.04632907, 3.89265721, 4.10545812, 3.16478691, 2.22729903, 2.74783861, 0.94751693, 2.20275297, 1.80978502, 3.18717777, 1.05478374, 2.41945432, 0.66314189, 2.95914197, 0.70467094, 1.76136389, 3.07121315, 1.47756182])
- Longitude(Timestamp)float64-102.9 65.6 -126.2 ... -47.5 71.85
- units :
- deg
- description :
- Position of the MIT minimum in ITRF - Geocentric longitude
array([-102.8856183, 65.6010549, -126.1868473, 42.069377 , -149.1943937, 18.8080046, -172.3239616, -4.7437725, -28.0925935, -74.9420339, -99.1193337, -122.2877259, 48.0630872, -146.1211858, -170.0024684, 166.2221943, -23.2802159, 143.529167 , 96.4231912, 48.7758394, -140.4951406, 25.1845692, 1.925569 , 172.8649045, -21.0188576, 149.9455465, -44.1457889, 126.6327926, -67.6199483, 102.8641651, -90.9713365, 79.1041486, -114.5970326, 55.6538551, -138.3490155, 32.0715638, -162.3257032, 8.6070938, 173.8441949, -15.1693977, 150.157324 , -39.2128522, 127.6570077, -86.4894745, 80.8556149, 56.4137928, 33.1414385, 9.4747018, -13.6168219, 158.3607509, -36.9738662, -59.7740158, -83.1694687, -106.6700113, -130.6368157, -154.6397964, 16.4819009, -178.3239002, -7.4222809, 158.0076348, -31.4183786, 134.3936076, -55.3744502, 111.1511878, -79.1466413, 87.8728697, 64.4048544, 41.0063543, -147.4049657, 17.7049017, -5.6951887, 165.3303949, -29.0558183, 142.7790328, -52.1774989, -75.6389525, -99.1306077, 72.9313809, -122.7683604, 49.1878878, -146.9965713, 25.5777887, -22.8669165, 141.952538 , 118.483202 , 95.1269381, 71.6020515, 48.245173 , 24.7045347, 1.4843565, -22.2265621, -45.1235335, 127.9453422, -68.109631 , 104.7735496, 80.86246 , -115.3225833, 57.1495517, -138.9104775, 33.658395 , -163.1967222, 9.604125 , -14.709575 , 149.0275786, -38.8004218, 125.8914949, -62.9242347, 102.5721108, -86.5707561, 78.7720787, -110.2522557, 56.2542658, 33.1929676, 9.7103634, -179.4243717, -13.6936969, -36.8393302, 134.3443291, 109.845067 , -83.2757317, 86.1529462, -106.8716031, 62.7823166, -130.6783352, 39.6823091, -154.5439726, -178.4307373, 157.7272131, 134.3668655, -55.5747478, 110.9860317, 87.7011432, -102.7075711, 64.343969 , 41.0387437, -148.4521958, 17.6920783, -5.7968819, -29.1360246, 142.2319113, -52.334919 , 118.5807114, -75.5661785, 94.4339257, -99.1060117, 70.4913161, -122.821302 , 47.4412106, -146.6527543, 23.6671093, -170.5292562, 0.2471326, 165.6114642, 142.069127 , -47.4973257, 71.8492375])
- Sources :
- ['SW_OPER_MITA_LP_2F_20160101T000000_20161231T235959_0103']
- MagneticModels :
- []
- RangeFilters :
- []
request = SwarmRequest()
request.set_collection("SW_OPER_MITA_LP_2F:ID")
request.set_products(measurements=mitx_lpid_vars, auxiliaries=["QDLat", "MLT"])
data_id = request.get_between(
start_time=start, end_time=end, asynchronous=False, show_progress=False
)
ds_id = data_id.as_xarray()
# temporary fix again
with data_id.contents[0].open_cdf() as cdf:
for data_var in ds_id.data_vars:
units = cdf.varattsget(data_var).get("UNIT", "-")
ds_id[data_var].attrs["units"] = units
ds_id
<xarray.Dataset> Dimensions: (Timestamp: 957, Counter_dim1: 2) Coordinates: * Timestamp (Timestamp) datetime64[ns] 2016-01-01T00:39:36.696000 .... Dimensions without coordinates: Counter_dim1 Data variables: (12/16) Spacecraft (Timestamp) object 'A' 'A' 'A' 'A' 'A' ... 'A' 'A' 'A' 'A' Radius (Timestamp) float64 6.82e+06 6.82e+06 ... 6.818e+06 Te (Timestamp) float64 2.023e+03 2.113e+03 ... 2.227e+03 Latitude_QD (Timestamp) float64 53.48 53.64 55.6 ... 55.53 54.09 53.77 MLT_QD (Timestamp) float64 17.11 17.11 17.11 ... 4.434 4.435 Ne (Timestamp) float64 2.144e+05 1.914e+05 ... 2.593e+04 ... ... MLT (Timestamp) float64 17.11 17.11 17.11 ... 4.434 4.435 Latitude (Timestamp) float64 44.85 45.01 47.0 ... 59.38 57.94 57.62 SZA (Timestamp) float64 104.0 104.0 104.8 ... 119.0 119.0 Longitude (Timestamp) float64 -103.0 -103.0 -102.9 ... 72.34 72.37 QDLat (Timestamp) float64 53.48 53.64 55.6 ... 55.53 54.09 53.77 Position_Quality (Timestamp) int8 3 3 3 3 3 3 3 1 2 3 ... 3 3 3 3 3 3 3 2 3 Attributes: Sources: ['SW_OPER_MITA_LP_2F_20160101T000000_20161231T235959_0103'] MagneticModels: [] RangeFilters: []
- Timestamp: 957
- Counter_dim1: 2
- Timestamp(Timestamp)datetime64[ns]2016-01-01T00:39:36.696000 ... 2...
- description :
- Vector of times of observation, UTC
array(['2016-01-01T00:39:36.696000000', '2016-01-01T00:39:39.196999936', '2016-01-01T00:40:10.196999936', ..., '2016-01-07T23:52:51.696000000', '2016-01-07T23:53:14.196999936', '2016-01-07T23:53:19.196999936'], dtype='datetime64[ns]')
- Spacecraft(Timestamp)object'A' 'A' 'A' 'A' ... 'A' 'A' 'A' 'A'
- units :
- -
- description :
- Spacecraft identifier (values: 'A', 'B', 'C' or '-' if not available).
array(['A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', ... 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A', 'A'], dtype=object)
- Radius(Timestamp)float646.82e+06 6.82e+06 ... 6.818e+06
- units :
- m
- description :
- Vector of Positions in ITRF - Geocentric radius (from the Earth centre)
array([6820381.4 , 6820354.29, 6820019.69, 6820019.69, 6820019.69, 6819766.33, 6819708.8 , 6817759.64, 6817825.72, 6818665.79, 6818827.55, 6819060.48, 6819275.02, 6819324.49, 6819518.63, 6819468.12, 6819278.5 , 6819239.05, 6819239.05, 6819077.93, 6819020.16, 6818710.56, 6818882.7 , 6818943.79, 6818943.79, 6819121.16, 6819174.3 , 6819321.5 , 6818548.33, 6818311.72, 6818311.72, 6818092.78, 6819461.74, 6819673.14, 6820470.16, 6820895.88, 6818160.33, 6817961.2 , 6817961.2 , 6817786.12, 6819200.59, 6819335.91, 6819394.52, 6819562.47, 6820308.11, 6820564.08, 6820590.74, 6819687.42, 6819893.68, 6819908.65, 6820098.08, 6820595.57, 6820847.76, 6820858.56, 6819782.16, 6820151.76, 6821202.59, 6821483.96, 6818295.16, 6818476.97, 6818612.1 , 6819165.85, 6820097.72, 6820291.1 , 6820349.43, 6817866.44, 6818062.64, 6819238.31, 6819939.91, 6820698.56, 6817877.11, 6817535.06, 6817202.57, 6816951.41, 6816829.18, 6816769.71, 6817607.63, 6817777.93, 6818414.43, 6818475.14, 6818651.95, 6819029.18, 6819268.38, 6817350.29, 6817762.18, 6817894.21, 6817961.5 , 6817961.5 , 6818216.13, 6818892.08, 6816638.84, 6816764.09, 6817336.4 , 6817587.84, 6817655.43, 6817892.85, 6817981.75, 6817747.36, 6817550.92, 6817550.92, ... 6816749.52, 6816577.4 , 6818304.63, 6818711.46, 6819661.77, 6819661.77, 6819682.5 , 6819939.3 , 6820125.25, 6817460.77, 6817438.92, 6817269.18, 6817255.45, 6816948.03, 6816776.34, 6816668.27, 6819240.65, 6819260.33, 6819514.85, 6819524.95, 6819894.33, 6820114.81, 6820194.14, 6817608.97, 6817593.91, 6817428.36, 6817421.19, 6817410.68, 6817051.12, 6816937.85, 6818557. , 6818584.01, 6818780.42, 6818864.28, 6820086.79, 6820309.45, 6820578.67, 6817576.87, 6817485.48, 6817131.85, 6817022.25, 6817022.25, 6816831.96, 6816709.82, 6817841.22, 6817845.51, 6818035.63, 6818090.38, 6818090.38, 6818609.23, 6818618.45, 6817638.49, 6817599.08, 6817471.42, 6817411.09, 6817033.16, 6816884.59, 6816874.98, 6817374.01, 6817392.21, 6817566.07, 6817581.55, 6817581.55, 6817784.04, 6817795.99, 6817798.88, 6817571.1 , 6817243.62, 6817090.66, 6817090.66, 6816825.23, 6816793.89, 6816990.52, 6817000.8 , 6817159.17, 6817159.17, 6817159.17, 6817329.04, 6817336.46, 6816645.85, 6816874.26, 6817043.12, 6817046.83, 6817046.83, 6817236.28, 6817467.68, 6818270.54, 6818033.63, 6817697.13, 6817504.58, 6816971.12, 6817121.94, 6817170.4 , 6817360.37, 6817611.74, 6817792.23, 6817833.24])
- Te(Timestamp)float642.023e+03 2.113e+03 ... 2.227e+03
- units :
- K
- description :
- Vector of LP electron temperatures
array([2023.46198517, 2113.23756815, 3359.26681046, 3359.26681046, 3359.26681046, 2164.74221953, 2099.4724103 , 2284.73773351, 2384.22941493, 3277.66162107, 4160.30514019, 3566.10427217, 2928.05149986, 2837.687465 , 2272.76311065, 2434.47873337, 3216.85143393, 3148.76104159, 3148.76104159, 2415.7369375 , 2428.52339222, 2720.14294116, 2706.21673181, 3041.51756742, 3041.51756742, 4102.66382119, 4027.67214456, 3715.65106617, 2955.48742518, 2590.89128593, 2590.89128593, 1946.61467819, 3608.00870948, 3297.2934391 , 3057.75124858, 2919.09362672, 3376.70368541, 2963.26052289, 2963.26052289, 2339.90378267, 2881.34815085, 2955.5666873 , 3048.43378706, 3429.56422517, 2715.98307757, 2487.32715435, 2470.34491759, 2948.85325957, 3047.22754373, 3059.68760504, 3305.8818866 , 2888.65396477, 2564.26023586, 2555.24469367, 2234.65260896, 2443.89363604, 3535.05179074, 3517.50438887, 1849.33920461, 1829.2893455 , 1813.11696844, 1945.39190939, 3010.56634624, 2609.18695452, 2528.87767048, 2035.85247223, 1757.21037508, 2313.8482061 , 2530.82551821, 2854.92288459, 2757.54996604, 3188.25151161, 3003.86685578, 2059.2218748 , 1793.05955029, 1756.86835463, 1751.79406789, 1835.90719052, 2151.41503083, 2473.38081357, ... 2943.5954119 , 2199.62044334, 2061.0207927 , 2634.87736588, 2668.75022056, 3645.49471445, 3652.53524306, 3644.0545973 , 2114.78267099, 1711.39993641, 2016.53941209, 2100.38665855, 3261.61993028, 3466.81228697, 2054.72382788, 1818.29756573, 1861.86071848, 2619.32630249, 2666.99432147, 3395.5446377 , 3018.5074019 , 3018.5074019 , 1943.55549188, 2529.34571644, 1868.81446935, 1877.82967458, 2934.11100826, 2810.30004454, 2810.30004454, 1706.50813973, 1704.14635418, 2707.82096989, 2755.36086275, 3755.92587276, 4030.9530635 , 2846.35636392, 1835.79603712, 1807.7542823 , 2050.8734829 , 2146.31680123, 3440.48966136, 3427.70924584, 3427.70924584, 2215.69969905, 2163.13530533, 2385.8808297 , 2746.60883571, 3325.90222788, 3125.42426498, 3125.42426498, 2005.95194576, 1923.07749481, 1845.03134638, 1874.60244728, 3133.48065614, 3133.48065614, 3133.48065614, 2270.28825924, 2244.24853621, 1752.90582728, 1883.68103759, 3465.80305247, 3464.89196872, 3464.89196872, 2348.50419091, 1675.26421581, 1897.99325182, 2191.36543666, 1782.70826256, 1505.96034965, 1892.49341115, 2281.20814637, 2463.23036743, 3417.97610506, 2810.66453731, 2303.74362599, 2226.9763243 ])
- Latitude_QD(Timestamp)float6453.48 53.64 55.6 ... 54.09 53.77
- units :
- deg
- description :
- Vector of QD latitudes
array([53.4805336 , 53.63873672, 55.59547424, 55.59547424, 55.59547424, 57.10490036, 57.45005035, 57.24334335, 56.70450211, 50.3830719 , 49.24598694, 47.64723206, 46.20524979, 45.87670135, 54.09608841, 54.41646576, 55.63393402, 55.89024353, 55.89024353, 56.9474144 , 57.33183289, 50.50137329, 49.27528763, 48.84376526, 48.84376526, 47.61301422, 47.24654388, 46.24537659, 56.22174454, 57.9985466 , 57.9985466 , 59.71636581, 44.88547516, 43.37099075, 37.8415947 , 34.97947311, 55.98937988, 57.6612854 , 57.6612854 , 59.2038002 , 47.57637787, 46.50974274, 46.05135727, 44.74869156, 39.13657761, 37.26264572, 37.06716919, 46.52901459, 44.93983078, 44.82332993, 43.38233948, 39.66044998, 37.81019592, 37.73138046, 55.35234451, 53.14180374, 47.13468552, 45.58135605, 66.47183228, 65.18170929, 64.24720764, 60.56788254, 54.79256058, 53.63862228, 53.29481506, 66.7641449 , 65.22485352, 56.9291153 , 52.46556854, 38.25360107, 57.7988472 , 60.73550034, 63.8537941 , 66.45912933, 67.83654022, 68.53475952, 64.00659943, 62.56190109, 57.59928894, 57.15551758, 55.88731766, 53.28814697, 51.70512009, 62.33740616, 58.56982422, 57.44623566, 56.88493729, 56.88493729, 54.84132767, 49.87076569, 67.34515381, 65.74326324, 59.47053146, 57.07972717, 56.46489334, 54.38312912, 53.63343048, 62.44375229, 64.19657135, 64.19657135, ... 66.83202362, 68.70687866, 62.73556137, 59.98548889, 54.02522278, 54.02522278, 53.90082932, 52.3766861 , 51.28804398, 61.17346954, 61.35787201, 62.82619858, 62.94800186, 65.81564331, 67.57215118, 68.7521286 , 57.83940125, 57.71580887, 56.13598633, 56.07388687, 53.83119202, 52.516819 , 52.04641342, 59.93377686, 60.05829239, 61.45355988, 61.51534653, 61.60803604, 64.88028717, 65.99677277, 59.09664154, 58.91010284, 57.5703125 , 57.00796127, 49.28373718, 47.94913864, 46.35717773, 59.41604233, 60.18118286, 63.31032562, 64.34260559, 64.34260559, 66.23478699, 67.52388763, 59.29371262, 59.26196671, 57.80371094, 57.39142227, 57.39142227, 53.67978287, 53.61637497, 59.01011276, 59.34537888, 60.44729996, 60.97914124, 64.49205017, 65.97686005, 66.07304382, 59.04298019, 58.8775444 , 57.35562897, 57.22337341, 57.22337341, 55.53907394, 55.44020462, 58.64306259, 60.60234451, 63.55541229, 65.00527954, 65.00527954, 67.65127563, 67.97701263, 59.68466949, 59.58218384, 58.01076508, 58.01076508, 58.01076508, 56.40462875, 56.33628845, 62.0015564 , 59.55430984, 57.86907196, 57.83523941, 57.83523941, 56.04307175, 53.97520447, 62.90175247, 64.6791153 , 67.30249786, 68.86247253, 61.12599945, 59.72376251, 59.2857399 , 57.61991882, 55.5285759 , 54.09204483, 53.77167892])
- MLT_QD(Timestamp)float6417.11 17.11 17.11 ... 4.434 4.435
- units :
- h
- description :
- Vector of Magnetic Local Times
array([17.11286926, 17.11259079, 17.10909653, 17.10909653, 17.10909653, 17.10629082, 17.10563278, 5.11803627, 5.11914062, 5.13624191, 5.1400032 , 5.14557266, 5.15085411, 5.15208244, 16.82982826, 16.82597542, 16.81107712, 16.80788422, 16.80788422, 16.79447174, 16.78949356, 5.24112511, 5.23826408, 5.23743439, 5.23743439, 5.23555946, 5.23513603, 5.23427963, 16.8527813 , 16.82518005, 16.82518005, 16.79635048, 5.45790291, 5.45196533, 5.44017601, 5.43950653, 17.18152237, 17.16026115, 17.16026115, 17.13845634, 5.83028412, 5.82204199, 5.81868029, 5.80968523, 5.77930737, 5.77176714, 5.77104425, 6.1716342 , 6.16078472, 6.16001081, 6.15064812, 6.12790251, 6.11712933, 6.11667681, 5.98702478, 5.99244833, 5.99776936, 5.99706125, 5.07916403, 5.11600542, 5.14038754, 5.22136736, 5.31465006, 5.32983494, 5.33418465, 4.34500647, 4.42289019, 4.73032331, 4.85006857, 17.82368279, 18.15869904, 18.25967026, 18.39441681, 18.53671837, 18.62651634, 18.67677498, 4.14497328, 4.21853733, 4.42734385, 4.44349098, 4.48786974, 4.57179546, 4.61908245, 4.2272501 , 4.38913488, 4.43063688, 4.45041752, 4.45041752, 4.51771212, 4.65709734, 4.13955688, 4.24403191, 4.54280663, 4.62532043, 4.6445322 , 4.70434809, 4.72410393, 18.5939045 , 18.67366219, 18.67366219, ... 17.66581345, 17.68223 , 5.34915257, 5.36557102, 5.38862801, 5.38862801, 5.38894653, 5.39232874, 5.39418602, 17.69204521, 17.69569397, 17.72648621, 17.72919083, 17.80077744, 17.85380936, 17.89447784, 4.68155241, 4.68359232, 4.70839882, 4.70932817, 4.74087477, 4.75772285, 4.76349163, 17.6585865 , 17.6620388 , 17.70312309, 17.70504951, 17.70795822, 17.826437 , 17.87519836, 4.09069633, 4.09680462, 4.13905621, 4.156003 , 4.35447598, 4.38404083, 4.41802168, 17.65483856, 17.68226624, 17.81245232, 17.86296082, 17.86296082, 17.96780014, 18.05008507, 3.80253029, 3.80380154, 3.86006069, 3.87524319, 3.87524319, 4.00014687, 4.00212097, 17.7118988 , 17.72515678, 17.77090836, 17.79426193, 17.97338486, 18.06510544, 18.07144737, 3.82045555, 3.82690334, 3.88340569, 3.88809013, 3.88809013, 3.94494534, 3.94812965, 17.81804466, 17.89745903, 18.03928757, 18.12116432, 18.12116432, 18.29821205, 18.32300186, 3.98989105, 3.99375534, 4.04976177, 4.04976177, 4.04976177, 4.10127926, 4.10335541, 4.13571787, 4.2247262 , 4.27724361, 4.27823305, 4.27823305, 4.32738972, 4.37689638, 17.92241287, 17.9827137 , 18.08968544, 18.16661835, 4.40225601, 4.40862274, 4.41059494, 4.41804695, 4.42732048, 4.43367195, 4.43508339])
- Ne(Timestamp)float642.144e+05 1.914e+05 ... 2.593e+04
- units :
- 1/cm^3
- description :
- Vector of LP electron densities
array([214437.08265222, 191420.85629254, 15834.24080217, 15834.24080217, 15834.24080217, 46625.44736227, 59007.34971585, 68516.13472592, 74137.55617945, 18927.18449313, 19610.85468359, 15813.2896832 , 24529.50814396, 26120.18814715, 82789.95296448, 76681.81266692, 18300.80728852, 16282.2902834 , 16282.2902834 , 44020.03401183, 53688.62852195, 21488.43112221, 12883.05340505, 11297.17689524, 11297.17689524, 16004.01412569, 16308.15247152, 12475.3244227 , 26214.56595174, 14442.22176972, 14442.22176972, 46067.83482359, 17449.39872576, 14673.00270218, 20389.05473937, 29778.51706356, 22411.75729643, 18587.77642713, 18587.77642713, 35890.73501232, 16334.66146054, 13651.99134615, 13154.73761078, 16790.22815151, 30711.61020018, 48646.74140344, 49677.54147149, 20207.22211014, 15803.79437107, 15735.24213414, 19931.72305625, 30337.45324649, 51474.32549445, 52037.55655313, 12149.07417221, 7398.97618963, 12805.43810112, 29622.95654353, 10804.74163499, 6767.89943168, 7996.76258405, 7406.70004991, 11197.49953723, 17507.22171522, 18860.55231935, 12205.71460956, 7465.64806718, 5982.88578526, 17085.58620137, 66516.90970193, 10606.53844401, 9114.41948419, 6105.78090964, 7247.37491711, 12628.54524717, 9465.83064698, 12623.62125642, 7389.66885185, 4037.47292516, 4065.68855073, ... 20015.16698599, 39874.80270906, 47318.65675218, 14679.7423944 , 14055.80625023, 8028.31859575, 7978.58360924, 7951.44465138, 16088.72499615, 28251.61581672, 37726.27964538, 34710.9819906 , 14534.17827899, 13988.13833006, 22235.71070274, 46967.84815275, 93340.74721239, 15090.98045935, 12527.50708246, 7301.65273817, 7376.13492056, 7376.13492056, 13128.43315039, 18234.53067394, 29917.77150567, 29678.38588716, 10943.77361768, 9577.78330062, 9577.78330062, 56503.09844163, 57129.54359184, 13737.55647234, 12684.40016639, 9313.64913489, 8547.58014789, 7053.72165789, 19205.11066452, 19173.42151366, 22818.97669476, 21614.39023145, 8961.99649593, 9026.63168826, 9026.63168826, 24963.38451191, 25917.01557634, 24896.22665071, 17342.82294294, 8947.4514986 , 7566.0713253 , 7566.0713253 , 11481.95616577, 11760.11147207, 28229.90853541, 27579.79604885, 10157.19030477, 10157.19030477, 10157.19030477, 20392.22096863, 20794.22091736, 26128.37215065, 13742.91449092, 8476.40034374, 8503.67719481, 8503.67719481, 15604.14349887, 34310.40636181, 35810.75151094, 15094.35636059, 12211.89638632, 29817.31886246, 17969.98167888, 10640.89410483, 10071.90168488, 9695.46548695, 14051.37465299, 24399.51625332, 25933.02773265])
- Counter(Timestamp, Counter_dim1)uint3211804 1 11804 1 ... 11911 2 11911 2
- units :
- N/A
- description :
- Swarm orbit counter and quarter orbit (four per Swarm orbit) counter that are based on magnetic coordinates as defined in [AD-2] (Sect. 4.1.2.2)
array([[11804, 1], [11804, 1], [11804, 1], ..., [11911, 2], [11911, 2], [11911, 2]], dtype=uint32)
- Longitude_QD(Timestamp)float64-35.7 -35.72 -35.9 ... 146.5 146.5
- units :
- deg
- description :
- Vector of QD longitudes
array([ -35.70028305, -35.71504593, -35.89897919, -35.89897919, -35.89897919, -36.04293823, -36.07616043, 139.4776001 , 139.45788574, 139.2931366 , 139.27464294, 139.25335693, 139.23838806, 139.23548889, -64.54655457, -64.6263504 , -64.93352509, -64.99904633, -64.99904633, -65.27290344, -65.37402344, 116.40063477, 116.2756958 , 116.23443604, 116.23443604, 116.12421417, 116.09346008, 116.01407623, -89.77663422, -90.31291199, -90.31291199, -90.86305237, 94.05678558, 93.87243652, 93.35045624, 93.16329956, -110.6075592 , -111.0378952 , -111.0378952 , -111.46730042, 74.219841 , 74.03266907, 73.95500946, 73.74295044, 72.95833588, 72.73635864, 72.71421051, 53.89055634, 53.63700867, 53.61875534, 53.39637375, 52.84488678, 52.57922745, 52.56799698, 3.03681636, 2.97179461, 2.65382838, 2.54019284, -32.69363403, -32.22752762, -31.9241581 , -30.95281601, -29.92958832, -29.77619171, -29.73306656, -65.87004089, -64.80297852, -60.72506714, -59.2105217 , 118.73410797, 122.59066772, 123.92364502, 125.74941254, 127.71816254, 128.9763031 , 129.68478394, -90.97796631, -89.96528625, -87.14292145, -86.92834473, ... -30.51745033, -30.34986115, -30.29370499, 145.1270752 , 145.17086792, 145.69723511, 145.72213745, 145.75978088, 147.32322693, 147.98077393, -62.23839188, -62.15871811, -61.61066055, -61.3923378 , -58.90349579, -58.54372787, -58.13364029, 122.79737854, 123.16126251, 124.91803741, 125.61032104, 125.61032104, 127.06211853, 128.21322632, -88.55026245, -88.53316498, -87.78031158, -87.57828522, -87.57828522, -85.93624878, -85.91057587, 101.50113678, 101.6802597 , 102.30136108, 102.62005615, 105.09559631, 106.38053894, 106.46974945, -110.26741028, -110.18054962, -109.42385101, -109.36148834, -109.36148834, -108.60938263, -108.56752014, 81.0069046 , 82.08753204, 84.04514313, 85.1884079 , 85.1884079 , 87.68614197, 88.03824615, -129.74475098, -129.69268799, -128.94345093, -128.94345093, -128.94345093, -128.26351929, -128.23631287, -149.58782959, -148.39710999, -147.70828247, -147.69541931, -147.69541931, -147.06291199, -146.44096375, 38.27070618, 39.06786728, 40.51137161, 41.56794357, 146.4571991 , 146.45910645, 146.45957947, 146.46107483, 146.46292114, 146.4644928 , 146.46488953])
- L_value(Timestamp)float643.023 3.046 3.353 ... 3.111 3.064
- units :
- N/A
- description :
- Vector of L-values in Earth radii
array([ 3.02282885, 3.04551009, 3.35288015, 3.35288015, 3.35288015, 3.62897881, 3.69763538, 3.65519069, 3.55097634, 2.63215369, 2.51137248, 2.35818953, 2.23464266, 2.20823936, 3.11245867, 3.16117514, 3.35909902, 3.40353059, 3.40353059, 3.59799506, 3.67349032, 2.64536268, 2.51437671, 2.4711147 , 2.4711147 , 2.35512458, 2.32257237, 2.23792717, 3.46219899, 3.81066647, 3.81066647, 4.20820108, 2.13219123, 2.02565813, 1.71655593, 1.59467922, 3.42045615, 3.73981523, 3.73981523, 4.08231155, 2.3518565 , 2.25970687, 2.22222987, 2.12213086, 1.77933737, 1.69011612, 1.68140284, 2.26142697, 2.1363636 , 2.12773376, 2.02654277, 1.80634116, 1.71519079, 1.71154097, 3.31165632, 2.97513632, 2.3134908 , 2.18570155, 6.71542939, 6.07437483, 5.66913591, 4.4325514 , 3.22042259, 3.04546535, 2.99655475, 6.87536514, 6.09383814, 3.59455067, 2.88393342, 1.73604403, 3.76831681, 4.47784516, 5.51025022, 6.70727369, 7.51799663, 7.98997533, 5.57098508, 5.03982495, 3.72731688, 3.63822627, 3.40272445, 2.99503957, 2.78702637, 4.96437438, 3.93532056, 3.69588048, 3.5853838 , 3.5853838 , 3.22731762, 2.57648779, 7.21147496, 6.33929659, 4.14665379, 3.62289678, 3.5061563 , 3.15531217, 3.04368491, 5.00002763, 5.64754629, 5.64754629, ... 6.91234311, 8.11331714, 5.09962798, 4.27720586, 3.10192118, 3.10192118, 3.08347231, 2.87232895, 2.73682939, 4.60277928, 4.65712178, 5.13031383, 5.17308304, 6.37517297, 7.3506179 , 8.14641187, 3.77755892, 3.75180107, 3.44725258, 3.4361532 , 3.073319 , 2.89073698, 2.830042 , 4.26318627, 4.29538692, 4.6857396 , 4.70437256, 4.73255491, 5.93741621, 6.46593924, 4.05728487, 4.01356407, 3.72158417, 3.60960064, 2.51568258, 2.38619254, 2.24749985, 4.13346177, 4.32750728, 5.3037396 , 5.70715823, 5.70715823, 6.58830117, 7.32063954, 4.10393641, 4.0962936 , 3.76942058, 3.68493763, 3.68493763, 3.05066653, 3.04150985, 4.03635406, 4.1162843 , 4.39859392, 4.54658764, 5.76969483, 6.45580838, 6.50472377, 4.04391971, 4.00531125, 3.67747001, 3.65113872, 3.65113872, 3.34216936, 3.32544097, 3.95186258, 4.44097995, 5.39534965, 5.99311998, 5.99311998, 7.40012191, 7.60932378, 4.19956163, 4.17400462, 3.81262422, 3.81262422, 3.81262422, 3.49489069, 3.48238252, 4.85484409, 4.16701954, 3.78257061, 3.77547131, 3.77547131, 3.42951446, 3.0934802 , 5.15753897, 5.85039287, 7.186937 , 8.22875212, 4.58862601, 4.20946288, 4.10161048, 3.73097347, 3.34030116, 3.11106419, 3.06368141])
- PointType(Timestamp)uint84 0 1 2 6 5 3 5 ... 3 3 2 5 6 1 0 4
- units :
- -
- description :
- Point type: 0 - LP MIT equatorward edge of the equatorward wall, 1 - LP MIT poleward edge of the equatorward wall, 2 - LP MIT equatorward edge of poleward wall, 3 - LP MIT poleward edge of the poleward boundary,
array([4, 0, 1, 2, 6, 5, 3, 5, 3, 2, 6, 1, 4, 0, 4, 0, 6, 1, 2, 5, 3, 3, 5, 2, 1, 6, 0, 4, 0, 1, 2, 3, 3, 2, 1, 0, 0, 1, 2, 3, 3, 5, 2, 6, 1, 0, 4, 3, 5, 2, 6, 1, 4, 0, 3, 2, 1, 0, 3, 2, 5, 1, 6, 0, 4, 3, 2, 1, 0, 0, 4, 6, 1, 2, 3, 5, 3, 2, 5, 1, 6, 0, 4, 3, 5, 2, 6, 1, 0, 4, 3, 2, 5, 1, 6, 0, 4, 0, 1, 2, 3, 5, 3, 2, 6, 1, 4, 0, 3, 2, 1, 0, 5, 3, 2, 1, 6, 4, 0, 0, 1, 2, 3, 3, 5, 2, 6, 1, 0, 4, 3, 5, 2, 6, 4, 1, 0, 0, 1, 2, 3, 5, 3, 6, 2, 4, 1, 0, 0, 1, 2, 3, 5, 3, 6, 2, 4, 1, 0, 0, 1, 2, 3, 3, 2, 1, 0, 0, 1, 2, 3, 3, 5, 2, 6, 1, 0, 4, 0, 1, 2, 3, 5, 3, 6, 1, 2, 0, 4, 0, 1, 2, 3, 3, 5, 2, 1, 6, 4, 0, 0, 4, 1, 6, 2, 5, 3, 3, 5, 2, 6, 1, 4, 0, 0, 2, 1, 3, 3, 5, 2, 1, 6, 0, 4, 4, 0, 6, 2, 1, 5, 3, 3, 5, 2, 1, 6, 0, 4, 4, 0, 6, 1, 2, 5, 3, 3, 2, 1, 0, 0, 1, 2, 3, 3, 2, 1, 0, 3, 5, 2, 6, 1, 4, 0, 5, 3, 2, 6, 1, 0, 4, 3, 2, 5, 6, 1, 4, 0, 3, 2, 1, 0, 0, 1, 2, 3, 3, 5, 2, 6, 4, 1, 0, 3, 2, 1, 0, 3, 2, 1, 0, 5, 3, 2, 6, 1, 4, 0, 3, 5, 2, 6, 1, 4, 0, 5, 3, 2, 1, 6, 0, 4, 0, 1, 2, 3, 5, 3, 1, 2, 6, 0, 4, 0, 4, 6, 1, 2, 5, 3, 3, 5, 2, 6, 1, 0, 4, 0, 4, 6, 1, 2, 5, 3, 3, 5, 2, 6, 1, 0, 4, 0, 1, 2, 3, 3, 5, 1, 2, 6, 4, 0, 0, 1, 2, 3, 3, 5, 2, 6, 1, 0, 4, 3, 5, 2, 1, 6, 4, 0, 3, 5, 2, 1, 6, 4, 0, 0, 4, 6, 1, 2, 5, 3, 3, 5, 2, 6, 1, 4, 0, 5, 3, 6, 2, 1, 0, 4, 4, 0, 6, 1, 2, 3, 5, 3, 5, 2, 6, 1, 0, 4, 0, 4, 6, 1, 2, 3, 5, ... 6, 1, 0, 4, 5, 3, 2, 6, 1, 4, 0, 3, 2, 5, 6, 1, 4, 0, 3, 2, 1, 0, 3, 2, 1, 0, 0, 1, 2, 3, 3, 2, 1, 0, 0, 4, 6, 1, 2, 5, 3, 0, 4, 6, 2, 1, 3, 5, 5, 3, 2, 6, 1, 4, 0, 4, 0, 6, 1, 2, 3, 5, 5, 3, 2, 6, 1, 0, 4, 0, 4, 6, 2, 1, 5, 3, 5, 3, 2, 6, 1, 4, 0, 0, 1, 2, 3, 0, 2, 1, 3, 3, 2, 1, 0, 0, 4, 2, 1, 6, 5, 3, 3, 2, 1, 0, 0, 1, 2, 3, 5, 3, 2, 1, 6, 4, 0, 0, 1, 2, 3, 5, 3, 2, 6, 1, 0, 4, 0, 2, 1, 3, 5, 3, 2, 6, 1, 0, 4, 3, 5, 2, 6, 1, 0, 4, 5, 3, 2, 6, 1, 0, 4, 0, 1, 2, 3, 5, 3, 2, 6, 1, 0, 4, 3, 2, 1, 0, 0, 1, 2, 3, 4, 0, 6, 1, 2, 3, 5, 3, 5, 2, 6, 1, 4, 0, 0, 4, 1, 2, 6, 5, 3, 5, 3, 6, 1, 2, 0, 4, 4, 0, 1, 6, 2, 5, 3, 5, 3, 6, 1, 2, 4, 0, 4, 0, 6, 1, 2, 5, 3, 3, 5, 6, 1, 2, 4, 0, 3, 5, 6, 1, 2, 4, 0, 3, 5, 2, 1, 6, 4, 0, 3, 5, 6, 1, 2, 4, 0, 0, 2, 1, 3, 3, 2, 5, 6, 1, 4, 0, 3, 5, 1, 2, 6, 0, 4, 0, 1, 2, 3, 3, 5, 2, 1, 6, 4, 0, 3, 5, 1, 2, 6, 4, 0, 0, 4, 6, 1, 2, 5, 3, 3, 5, 2, 1, 6, 4, 0, 3, 5, 1, 2, 6, 0, 4, 3, 5, 2, 6, 1, 0, 4, 0, 4, 6, 1, 2, 3, 5, 5, 3, 2, 1, 6, 0, 4, 4, 0, 6, 1, 2, 5, 3, 3, 5, 1, 2, 6, 0, 4, 0, 4, 1, 6, 2, 3, 5, 3, 5, 2, 6, 1, 4, 0, 0, 4, 1, 6, 2, 5, 3, 3, 5, 2, 6, 1, 4, 0, 0, 4, 6, 1, 2, 5, 3, 5, 3, 6, 1, 2, 4, 0, 0, 4, 1, 6, 2, 3, 5, 5, 3, 6, 1, 2, 0, 4, 4, 0, 6, 1, 2, 3, 5, 3, 5, 6, 1, 2, 0, 4, 3, 5, 6, 1, 2, 4, 0, 0, 1, 2, 3, 3, 2, 5, 6, 1, 0, 4], dtype=uint8)
- MLT(Timestamp)float6417.11 17.11 17.11 ... 4.434 4.435
- units :
- -
- description :
- Magnetic local time
array([17.11286926, 17.1125927 , 17.10909843, 17.10909843, 17.10909843, 17.10629272, 17.10563278, 5.11803436, 5.11914253, 5.13624382, 5.1400032 , 5.14557266, 5.1508503 , 5.15208244, 16.82982826, 16.82597733, 16.81107903, 16.80788422, 16.80788422, 16.79447174, 16.78949356, 5.24112129, 5.23826408, 5.23743629, 5.23743629, 5.23555946, 5.23513603, 5.23428154, 16.8527832 , 16.82518005, 16.82518005, 16.79635048, 5.45790291, 5.45196724, 5.44017601, 5.43950653, 17.18152237, 17.16026115, 17.16026115, 17.13845634, 5.83028364, 5.82204008, 5.81867838, 5.80968332, 5.7793045 , 5.77176571, 5.77104378, 6.17163277, 6.16078186, 6.16000891, 6.15064478, 6.12790203, 6.11712837, 6.11667442, 5.98702335, 5.9924469 , 5.99776697, 5.99705982, 5.07916403, 5.11600399, 5.14038658, 5.22136641, 5.31464911, 5.32983398, 5.33418417, 4.34500647, 4.42289019, 4.73032236, 4.85006809, 17.82368088, 18.15869713, 18.25966835, 18.3944149 , 18.53671646, 18.62651443, 18.67677307, 4.14497375, 4.21853733, 4.42734337, 4.44349051, 4.48786974, 4.57179546, 4.61908245, 4.22725153, 4.38913488, 4.43063784, 4.45041752, 4.45041752, 4.51771212, 4.65709734, 4.13955784, 4.24403286, 4.5428071 , 4.62532139, 4.64453316, 4.70434856, 4.72410488, 18.59390259, 18.67366028, 18.67366028, ... 17.66581535, 17.68223 , 5.34915257, 5.36557102, 5.38862848, 5.38862848, 5.38894701, 5.39232922, 5.3941865 , 17.69204521, 17.69569397, 17.72648621, 17.72919083, 17.80077744, 17.85380936, 17.89447784, 4.68155479, 4.68359375, 4.7084012 , 4.70933056, 4.74087715, 4.75772524, 4.76349354, 17.65858459, 17.6620369 , 17.70312119, 17.70504951, 17.70795631, 17.82643509, 17.87519836, 4.0906992 , 4.09680796, 4.13905907, 4.15600586, 4.35447741, 4.38404226, 4.41802311, 17.65483475, 17.68226242, 17.8124485 , 17.862957 , 17.862957 , 17.96779633, 18.05007935, 3.80253315, 3.80380535, 3.86006355, 3.87524605, 3.87524605, 4.00014973, 4.00212383, 17.71189308, 17.72515106, 17.77090454, 17.79425621, 17.97338104, 18.06510162, 18.07144165, 3.82045841, 3.82690716, 3.88340855, 3.88809299, 3.88809299, 3.9449482 , 3.94813251, 17.81803894, 17.89745331, 18.03928185, 18.1211586 , 18.1211586 , 18.29820633, 18.32299423, 3.98989391, 3.9937582 , 4.04976463, 4.04976463, 4.04976463, 4.1012826 , 4.10335779, 4.13572073, 4.22472954, 4.27724648, 4.27823544, 4.27823544, 4.3273921 , 4.37689924, 17.92240906, 17.98270988, 18.08967972, 18.16661453, 4.40225601, 4.40862274, 4.41059303, 4.41804695, 4.42732048, 4.43367195, 4.43508339])
- Latitude(Timestamp)float6444.85 45.01 47.0 ... 57.94 57.62
- units :
- deg
- description :
- Vector of Positions in ITRF - Geocentric latitude
array([44.8507393, 45.0110291, 46.997713 , 46.997713 , 46.997713 , 48.5356232, 48.8879732, 61.0496077, 60.5059898, 54.2009758, 53.0801937, 51.5106956, 50.1011918, 49.7808245, 49.6082611, 49.928618 , 51.1458915, 51.4021418, 51.4021418, 52.4590387, 52.8433579, 54.3140178, 53.1290861, 52.7128042, 52.7128042, 51.5276489, 51.1753601, 50.2143367, 56.2570208, 57.9853359, 57.9853359, 59.6490824, 49.2663236, 47.9206419, 43.0496021, 40.5495699, 59.5107581, 61.077895 , 61.077895 , 62.5166291, 50.9434633, 50.0464813, 49.6620382, 48.5727161, 43.9261118, 42.3876986, 42.2275059, 47.6212548, 46.3073819, 46.2113093, 45.0255162, 41.9808233, 40.4742706, 40.4101631, 46.2326823, 43.9571878, 37.7708745, 36.1680278, 57.8746274, 56.4984558, 55.5060187, 51.6313017, 45.640015 , 44.454364 , 44.1017763, 61.9207031, 60.2899689, 51.6792433, 47.1301161, 42.5248792, 61.482625 , 64.4227922, 67.5825456, 70.2587719, 71.6899605, 72.4204756, 63.5312171, 62.061026 , 57.0387839, 56.5906743, 55.3101772, 52.6844215, 51.0829474, 65.3309415, 61.6883386, 60.6010987, 60.0574238, 60.0574238, 58.0737871, 53.2076339, 71.9363734, 70.4100643, 64.5102635, 62.2733738, 61.6978985, 59.7470437, 59.0431992, 62.0270698, 63.6570106, 63.6570106, ... 71.8123157, 73.7479476, 53.8046183, 50.9537866, 44.8010665, 44.8010665, 44.6728587, 43.1021851, 41.9803201, 65.4349481, 65.6264948, 67.1581994, 67.2857833, 70.3125544, 72.1883522, 73.4575764, 48.8465929, 48.7184265, 47.0841341, 47.020043 , 44.7125949, 43.3664535, 42.8857329, 63.8315757, 63.9593644, 65.3964639, 65.4603168, 65.5561565, 68.9687939, 70.1470897, 54.0111109, 53.8189665, 52.4418604, 51.865305 , 44.0148689, 42.6687152, 41.0660581, 63.0914272, 63.8583116, 67.0191346, 68.0714886, 68.0714886, 70.0149018, 71.3510503, 58.8486139, 58.8165519, 57.3444139, 56.9283631, 56.9283631, 53.1820228, 53.1179671, 62.2896004, 62.6092537, 63.6638006, 64.1749809, 67.5905344, 69.0568203, 69.1523304, 62.2092802, 62.0494887, 60.5784643, 60.4505208, 60.4505208, 58.8188253, 58.7228919, 60.848774 , 62.6392362, 65.3867261, 66.7592949, 66.7592949, 69.3098505, 69.628343 , 64.7348953, 64.6390047, 63.1692013, 63.1692013, 63.1692013, 61.6667176, 61.6027637, 67.3201729, 64.9900344, 63.3925644, 63.360541 , 63.360541 , 61.6662538, 59.7150348, 58.6084591, 60.3359098, 62.9256844, 64.4911664, 65.0674756, 63.6298467, 63.1824391, 61.4881301, 59.3769944, 57.9369107, 57.6168481])
- SZA(Timestamp)float64104.0 104.0 104.8 ... 119.0 119.0
- units :
- deg
- description :
- Vector of solar zenith angles
array([103.97073504, 104.03217876, 104.78567657, 104.78567657, 104.78567657, 105.35833358, 105.48817776, 115.09293924, 115.01412606, 113.93080867, 113.70655964, 113.37703446, 113.06597067, 112.99330206, 105.69303057, 105.80996104, 106.25024055, 106.34209898, 106.34209898, 106.71786285, 106.85324448, 113.99827025, 113.7633645 , 113.67837193, 113.67837193, 113.42945555, 113.3535013 , 113.14177761, 107.97215543, 108.54534216, 108.54534216, 109.08245943, 112.97827989, 112.66346343, 111.42166012, 110.72501549, 108.98912425, 109.48443146, 109.48443146, 109.92720022, 113.40337792, 113.20661003, 113.12051801, 112.87091101, 111.71498647, 111.3009615 , 111.25698603, 112.70038401, 112.38119524, 112.35739552, 112.0585463 , 111.2490547 , 110.82679801, 110.8085199 , 112.47768818, 111.90094033, 110.16554158, 109.67836309, 114.89646883, 114.67061299, 114.49855041, 113.75479866, 112.38927716, 112.08960836, 111.99868905, 115.50893807, 115.29479401, 113.81416983, 112.80718626, 102.48655783, 109.33893166, 110.24588147, 111.16462394, 111.89498335, 112.26686017, 112.4515339 , 115.73213362, 115.56160563, 114.84580168, 114.7721221 , ... 117.42965826, 117.21251004, 117.13111444, 106.12745332, 106.1799702 , 106.76590831, 106.79174088, 106.8304812 , 108.18356878, 108.63837556, 118.52592422, 118.51258459, 118.40676088, 118.3571483 , 117.37631997, 117.15244542, 116.86536497, 105.77617587, 106.09350714, 107.3756186 , 107.79283852, 107.79283852, 108.55000972, 109.06023551, 118.78291214, 118.78224032, 118.74073191, 118.72522099, 118.72522099, 118.51094705, 118.50612196, 105.39504232, 105.52896216, 105.96792133, 106.17909979, 107.56198107, 108.13989313, 108.1771952 , 118.83025757, 118.83224279, 118.83888794, 118.83847458, 118.83847458, 118.81930592, 118.81737765, 104.73909164, 105.49597191, 106.63295442, 107.18920883, 107.18920883, 108.20080519, 108.32504081, 118.79473441, 118.79844781, 118.84420348, 118.84420348, 118.84420348, 118.86929787, 118.86987965, 118.6870039 , 118.81397327, 118.87056751, 118.87144824, 118.87144824, 118.90383733, 118.90656252, 103.67675868, 104.42500299, 105.52658375, 106.17997095, 118.90113326, 118.96074221, 118.97517952, 119.01213909, 119.01897072, 118.99869076, 118.99144069])
- Longitude(Timestamp)float64-103.0 -103.0 ... 72.34 72.37
- units :
- deg
- description :
- Vector of Positions in ITRF - Geocentric longitude
array([-1.02959547e+02, -1.02955155e+02, -1.02893470e+02, -1.02893470e+02, -1.02893470e+02, -1.02835670e+02, -1.02821071e+02, 6.47725779e+01, 6.48432164e+01, 6.54475707e+01, 6.55226373e+01, 6.56152418e+01, 6.56872670e+01, 6.57022912e+01, -1.26275780e+02, -1.26261031e+02, -1.26200527e+02, -1.26186847e+02, -1.26186847e+02, -1.26126718e+02, -1.26103305e+02, 4.19576274e+01, 4.20375019e+01, 4.20635133e+01, 4.20635133e+01, 4.21321660e+01, 4.21511102e+01, 4.21996012e+01, -1.49341340e+02, -1.49181673e+02, -1.49181673e+02, -1.49001845e+02, 1.87604760e+01, 1.88153890e+01, 1.89582812e+01, 1.90038649e+01, -1.72505476e+02, -1.72311240e+02, -1.72311240e+02, -1.72105738e+02, -4.80291120e+00, -4.75865140e+00, -4.74085340e+00, -4.69401600e+00, -4.54569820e+00, -4.51204930e+00, -4.50892610e+00, -2.81406937e+01, -2.80956398e+01, -2.80925935e+01, -2.80576046e+01, -2.79878290e+01, -2.79626797e+01, -2.79617336e+01, -7.50655520e+01, -7.50019753e+01, -7.49020520e+01, -7.48900936e+01, -9.92529875e+01, -9.91249049e+01, -9.90421400e+01, -9.87833146e+01, -9.85343525e+01, -9.85014273e+01, -9.84924997e+01, -1.23222967e+02, -1.23004432e+02, -1.22269675e+02, -1.22066488e+02, 4.56203838e+01, 4.68392083e+01, 4.73103177e+01, 4.79971132e+01, 4.87909894e+01, 4.93275523e+01, 4.96399292e+01, -1.46956325e+02, -1.46724988e+02, -1.46138623e+02, -1.46098412e+02, ... -9.90387225e+01, -9.90055480e+01, -9.89950008e+01, 7.01638825e+01, 7.01862679e+01, 7.04585626e+01, 7.04715957e+01, 7.04913161e+01, 7.13394092e+01, 7.17139037e+01, -1.22944927e+02, -1.22931735e+02, -1.22843852e+02, -1.22810333e+02, -1.22504309e+02, -1.22473973e+02, -1.22444361e+02, 4.65535850e+01, 4.66824584e+01, 4.73312790e+01, 4.75989743e+01, 4.75989743e+01, 4.81823740e+01, 4.86662827e+01, -1.46849219e+02, -1.46845749e+02, -1.46697034e+02, -1.46658546e+02, -1.46658546e+02, -1.46371360e+02, -1.46367271e+02, 2.29426008e+01, 2.29911946e+01, 2.31625806e+01, 2.32522253e+01, 2.39860252e+01, 2.43917664e+01, 2.44205436e+01, -1.70757734e+02, -1.70734178e+02, -1.70533329e+02, -1.70517143e+02, -1.70517143e+02, -1.70326837e+02, -1.70316523e+02, -7.42769200e-01, -4.88092000e-01, -2.81500000e-04, 2.98741500e-01, 2.98741500e-01, 9.84267400e-01, 1.08423130e+00, 1.65335816e+02, 1.65353953e+02, 1.65611464e+02, 1.65611464e+02, 1.65611464e+02, 1.65839315e+02, 1.65848305e+02, 1.41289473e+02, 1.41802513e+02, 1.42090546e+02, 1.42095870e+02, 1.42095870e+02, 1.42355302e+02, 1.42606628e+02, -4.79719579e+01, -4.77734328e+01, -4.74082320e+01, -4.71389712e+01, 7.13279295e+01, 7.15917212e+01, 7.16664887e+01, 7.19221012e+01, 7.21882085e+01, 7.23418988e+01, 7.23733622e+01])
- QDLat(Timestamp)float6453.48 53.64 55.6 ... 54.09 53.77
- units :
- -
- description :
- Magnetic quasi-dipole latitude
array([53.48052979, 53.6387291 , 55.59547043, 55.59547043, 55.59547043, 57.10489273, 57.45004654, 57.24335098, 56.70450974, 50.38308334, 49.24599457, 47.64723969, 46.20525742, 45.87670898, 54.09608459, 54.41646194, 55.63393021, 55.89023972, 55.89023972, 56.94741058, 57.33183289, 50.50138092, 49.27529526, 48.84377289, 48.84377289, 47.61301804, 47.24655151, 46.24538422, 56.22174454, 57.9985466 , 57.9985466 , 59.71636581, 44.88547897, 43.37099457, 37.84159851, 34.97947693, 55.9893837 , 57.6612854 , 57.6612854 , 59.20380402, 47.57637405, 46.50973892, 46.05135345, 44.74868774, 39.13657761, 37.26264572, 37.06716537, 46.52900696, 44.93982315, 44.82331848, 43.38233185, 39.66043854, 37.81018829, 37.73136902, 55.35233307, 53.1417923 , 47.13467407, 45.5813446 , 66.47182465, 65.18170166, 64.24720001, 60.56787491, 54.79255676, 53.63861847, 53.29480743, 66.7641449 , 65.22485352, 56.92911148, 52.46556473, 38.2536087 , 57.79885101, 60.73550415, 63.85380173, 66.45913696, 67.83654785, 68.53476715, 64.00659943, 62.56190109, 57.59928894, 57.15551758, 55.88731766, 53.28814697, 51.70512009, 62.33740997, 58.56982422, 57.44623947, 56.8849411 , 56.8849411 , 54.84133148, 49.8707695 , 67.34516144, 65.74327087, 59.47053528, 57.07973099, 56.46489334, 54.38313293, 53.63343048, 62.44374847, 64.19656372, 64.19656372, ... 66.83205414, 68.70690918, 62.73551559, 59.98544312, 54.025177 , 54.025177 , 53.90077972, 52.37664032, 51.2879982 , 61.17350388, 61.35790253, 62.8262291 , 62.94803238, 65.81568146, 67.57218933, 68.75216675, 57.83937454, 57.71578217, 56.13595963, 56.07386017, 53.83116531, 52.51679611, 52.04639053, 59.93381119, 60.05832291, 61.45359421, 61.51537704, 61.60806656, 64.88031769, 65.99680328, 59.09662628, 58.9100914 , 57.57030106, 57.00794601, 49.28372955, 47.94913101, 46.3571701 , 59.41606903, 60.18120956, 63.31035233, 64.34263611, 64.34263611, 66.2348175 , 67.52391815, 59.2937088 , 59.26196671, 57.80370712, 57.39141846, 57.39141846, 53.67977905, 53.61637115, 59.01012802, 59.34539413, 60.44731903, 60.97915649, 64.49206543, 65.97687531, 66.07305908, 59.04298782, 58.87755203, 57.3556366 , 57.22337723, 57.22337723, 55.53907776, 55.44021225, 58.64305878, 60.60234451, 63.55541611, 65.00527954, 65.00527954, 67.65128326, 67.97701263, 59.68468094, 59.5821991 , 58.01078033, 58.01078033, 58.01078033, 56.4046402 , 56.33630371, 62.00157928, 59.55432892, 57.86909103, 57.83525848, 57.83525848, 56.04308701, 53.97521973, 62.90171051, 64.67907715, 67.30245972, 68.86243439, 61.12602997, 59.72379684, 59.28577042, 57.61995316, 55.52860641, 54.09207535, 53.77170944])
- Position_Quality(Timestamp)int83 3 3 3 3 3 3 1 ... 3 3 3 3 3 3 2 3
- units :
- N/A
- description :
- Vector of quality indicators characterizing the detection quality of each single positions
array([ 3, 3, 3, 3, 3, 3, 3, 1, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 1, 3, 3, -1, -1, 3, 3, 3, -1, 3, 3, 3, 3, 1, 2, -1, 3, 3, 3, 3, 3, 1, 2, 3, 3, 3, 3, 3, 1, 2, 2, 1, 3, 2, 3, 3, 1, -1, 3, -1, 1, 3, 3, 1, 3, 3, 3, 3, 3, 2, 3, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 2, 3, 3, 3, 3, 3, 3, -1, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 2, -1, 3, 3, 3, 3, 3, 3, 3, 3, 3, -1, 3, 3, 3, 3, 3, 3, 2, -1, 3, 3, 2, 3, 2, -1, 3, 3, 3, 1, -1, 3, 3, 2, 2, 2, 3, 3, 3, 3, 1, -1, 3, 3, 3, 3, 3, 3, 1, -1, 3, 3, 3, 3, 3, 3, 3, 3, 1, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 2, 2, 2, 3, 3, 3, 2, 3, 3, 3, 3, 1, 1, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 2, 3, 3, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, -1, 2, 3, 3, 2, 3, 3, 3, 3, 3, 2, 3, 1, 3, 3, -1, 3, -1, 3, 3, 3, 2, 0, 3, 3, 2, 3, 3, 2, -1, 1, 3, 3, 3, 3, 2, 3, -1, 3, 3, -1, 2, 3, 3, -1, 2, 3, 3, -1, 3, 2, 3, 3, 3, 3, -1, 3, 3, 3, 3, 3, 3, 1, 3, 3, 3, 3, 3, -1, 3, -1, 3, 3, 3, 3, 3, 3, 3, 3, 1, 3, 2, 3, 3, 2, 3, 3, ... 3, 3, 3, 3, 3, 3, 3, 3, 3, 2, 3, 3, 3, 0, 3, 1, 3, 3, 3, 3, 2, 3, 3, 0, 3, 2, 2, 3, 3, 3, 3, 2, 3, 3, 3, 3, 2, 3, 3, 2, 3, 2, 3, 1, 3, 2, 3, 3, 3, 3, -1, 3, -1, 3, 2, 1, 3, 3, 3, 3, 3, 1, 3, 3, 3, 3, -1, 1, 3, 3, 3, 3, 1, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, -1, 3, 3, 3, 3, 3, 3, 3, 3, 3, 1, 3, 2, 3, 3, 2, 2, 2, 3, 3, 3, 3, 3, 3, 2, 3, 3, 3, 3, 3, 3, 3, 2, 3, 3, 3, 3, 3, 2, 2, 3, 3, 3, 3, 3, 1, 1, 3, 3, 3, 3, 3, 3, 3, 3, 3, 1, 3, 3, 3, 3, 3, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 2, -1, 3, 3, 2, 3, 3, 3, -1, 3, 3, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 1, 1, 3, 3, 3, 3, 1, 3, 1, 3, 3, 3, 3, 2, 3, -1, 2, 3, 3, 3, 3, 2, 1, 3, 3, 3, 3, 1, 3, 3, 3, 3, 3, 3, 3, 3, -1, 2, 3, 2, 3, 3, 3, 2, 3, 3, 3, 3, 3, 2, 3, 3, 3, 3, 3, 2, 3, 2, 3, 3, 3, 2, 3, 3, 3, 3, 3, 3, 3, 1, 3, -1, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 2, 3, 1, 3, 3, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, -1, 3, 3, 3, -1, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 1, 3, 3, 3, 3, 3, 3, 3, 3, 3, 2, 3], dtype=int8)
- Sources :
- ['SW_OPER_MITA_LP_2F_20160101T000000_20161231T235959_0103']
- MagneticModels :
- []
- RangeFilters :
- []
Visualisation¶
Some visualisation examples will be added here soon. For now, refer to: