pytesmo
Introduction to pytesmo a python Toolbox for the Evaluation of Soil Moisture Observations
Features
Supported Datasets
Installation
Contribute
Examples
Reading and plotting ASCAT H25 data from netCDF format
Reading and plotting H-SAF images
Reading H-SAF images
Reading the H07 product
Reading the H08 product
Reading the H14 product
Reading and plotting data from the ISMN
Calculating anomalies and climatologies
Comparing ASCAT and insitu data from the ISMN
Reading and plotting ASCAT data from binary format
pytesmo package
Subpackages
Submodules
pytesmo.df_metrics module
pytesmo.metrics module
pytesmo.scaling module
pytesmo.temporal_matching module
Module contents
pytesmo
Docs
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Index
A
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B
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C
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D
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E
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F
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G
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H
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I
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J
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K
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L
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M
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N
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P
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R
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S
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T
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U
A
add_scaled() (in module pytesmo.scaling)
Ascat_data (class in pytesmo.io.sat.ascat)
Ascat_SSM (class in pytesmo.io.sat.ascat)
Ascat_SWI (class in pytesmo.io.sat.ascat)
AscatH25_SSM (class in pytesmo.io.sat.ascat)
AscatNetcdf (class in pytesmo.io.sat.ascat)
ASCATReaderException
ASCATTimeSeries (class in pytesmo.io.sat.ascat)
B
BasicGrid (class in pytesmo.grid.grids)
bias() (in module pytesmo.df_metrics)
(in module pytesmo.metrics)
boxcar_filter() (in module pytesmo.time_series.filters)
BUFRReader (class in pytesmo.io.bufr.bufr)
C
calc_anomaly() (in module pytesmo.time_series.anomaly)
calc_climatology() (in module pytesmo.time_series.anomaly)
calc_lut() (pytesmo.grid.grids.BasicGrid method)
caldat() (in module pytesmo.timedate.julian)
cdf_match() (in module pytesmo.scaling)
CellGrid (class in pytesmo.grid.grids)
collect_from_folder() (in module pytesmo.io.ismn.metadata_collector)
colormaps_path() (in module pytesmo.colormaps.load_cmap)
D
daily_images() (pytesmo.io.dataset_base.DatasetImgBase method)
data_for_variable() (pytesmo.io.ismn.interface.ISMN_station method)
DataFrameDimensionError
DatasetImgBase (class in pytesmo.io.dataset_base)
DatasetStaticBase (class in pytesmo.io.dataset_base)
DatasetTSBase (class in pytesmo.io.dataset_base)
df_match() (in module pytesmo.temporal_matching)
doy() (in module pytesmo.timedate.julian)
E
ERS_SSM (class in pytesmo.io.sat.ers)
ERSTimeSeries (class in pytesmo.io.sat.ers)
exp_filter() (in module pytesmo.time_series.filters)
F
find_nearest_gpi() (pytesmo.grid.grids.BasicGrid method)
find_nearest_index() (pytesmo.grid.nearest_neighbor.findGeoNN method)
find_nearest_station() (pytesmo.io.ismn.interface.ISMN_Interface method)
findGeoNN (class in pytesmo.grid.nearest_neighbor)
G
genreg_grid() (in module pytesmo.grid.grids)
get_bbox_grid_points() (pytesmo.grid.grids.BasicGrid method)
get_cells() (pytesmo.grid.grids.CellGrid method)
get_dataset_ids() (pytesmo.io.ismn.interface.ISMN_Interface method)
get_depths() (pytesmo.io.ismn.interface.ISMN_station method)
get_format() (in module pytesmo.io.ismn.readers)
get_grid_points() (pytesmo.grid.grids.BasicGrid method)
(pytesmo.grid.grids.CellGrid method)
get_info_from_file() (in module pytesmo.io.ismn.readers)
get_metadata() (in module pytesmo.io.ismn.readers)
get_metadata_ceop() (in module pytesmo.io.ismn.readers)
get_metadata_ceop_sep() (in module pytesmo.io.ismn.readers)
get_metadata_header_values() (in module pytesmo.io.ismn.readers)
get_nearest_gp_info() (pytesmo.io.dataset_base.DatasetTSBase method)
get_sensors() (pytesmo.io.ismn.interface.ISMN_station method)
get_station() (pytesmo.io.ismn.interface.ISMN_Interface method)
get_system_colormaps() (in module pytesmo.colormaps.load_cmap)
get_user_colormaps() (in module pytesmo.colormaps.load_cmap)
get_variables() (pytesmo.io.ismn.interface.ISMN_station method)
gpi2cell() (pytesmo.grid.grids.CellGrid method)
gpi2lonlat() (pytesmo.grid.grids.BasicGrid method)
gpi2rowcol() (pytesmo.grid.grids.BasicGrid method)
grid_points() (pytesmo.grid.grids.BasicGrid method)
grid_points_for_cell() (pytesmo.grid.grids.CellGrid method)
GridDefinitionError
gridfromdims() (in module pytesmo.grid.grids)
GridIterationError
group_by_day_bin() (in module pytesmo.time_series.grouping)
grouped_dates_between() (in module pytesmo.time_series.grouping)
grp_to_datetimeindex() (in module pytesmo.time_series.grouping)
H
H07img (class in pytesmo.io.sat.h_saf)
H08img (class in pytesmo.io.sat.h_saf)
H14img (class in pytesmo.io.sat.h_saf)
I
is_leap_year() (in module pytesmo.timedate.julian)
ISMN_Interface (class in pytesmo.io.ismn.interface)
ISMN_station (class in pytesmo.io.ismn.interface)
ISMNError
ISMNTimeSeries (class in pytesmo.io.ismn.readers)
ISMNTSError
iter_images() (pytesmo.io.dataset_base.DatasetImgBase method)
iter_ts() (pytesmo.io.dataset_base.DatasetTSBase method)
J
julday() (in module pytesmo.timedate.julian)
julian2date() (in module pytesmo.timedate.julian)
julian2datetime() (in module pytesmo.timedate.julian)
julian2datetimeindex() (in module pytesmo.timedate.julian)
julian2doy() (in module pytesmo.timedate.julian)
julian2num() (in module pytesmo.timedate.julian)
K
kendalltau() (in module pytesmo.df_metrics)
(in module pytesmo.metrics)
L
lin_cdf_match() (in module pytesmo.scaling)
linreg() (in module pytesmo.scaling)
list_networks() (pytesmo.io.ismn.interface.ISMN_Interface method)
list_stations() (pytesmo.io.ismn.interface.ISMN_Interface method)
load() (in module pytesmo.colormaps.load_cmap)
load_colormap() (in module pytesmo.colormaps.load_cmap)
load_grid() (in module pytesmo.grid.netcdf)
lonlat2cell() (in module pytesmo.grid.grids)
M
matching() (in module pytesmo.temporal_matching)
mean_std() (in module pytesmo.scaling)
messages() (pytesmo.io.bufr.bufr.BUFRReader method)
min_max() (in module pytesmo.scaling)
moving_average() (in module pytesmo.time_series.filtering)
mse() (in module pytesmo.df_metrics)
(in module pytesmo.metrics)
N
nash_sutcliffe() (in module pytesmo.df_metrics)
(in module pytesmo.metrics)
nrmsd() (in module pytesmo.df_metrics)
(in module pytesmo.metrics)
num2julian() (in module pytesmo.timedate.julian)
P
pairwise_apply() (in module pytesmo.df_metrics)
pearsonr() (in module pytesmo.df_metrics)
(in module pytesmo.metrics)
plot() (pytesmo.io.ismn.readers.ISMNTimeSeries method)
(pytesmo.io.sat.ascat.ASCATTimeSeries method)
plot_clim_anom() (in module pytesmo.time_series.plotting)
plot_station_locations() (pytesmo.io.ismn.interface.ISMN_Interface method)
pytesmo (module)
pytesmo.colormaps (module)
pytesmo.colormaps.load_cmap (module)
pytesmo.df_metrics (module)
pytesmo.grid (module)
pytesmo.grid.grids (module)
pytesmo.grid.nearest_neighbor (module)
pytesmo.grid.netcdf (module)
pytesmo.grid.resample (module)
pytesmo.io (module)
pytesmo.io.bufr (module)
pytesmo.io.bufr.bufr (module)
pytesmo.io.dataset_base (module)
pytesmo.io.ismn (module)
pytesmo.io.ismn.interface (module)
pytesmo.io.ismn.metadata_collector (module)
pytesmo.io.ismn.readers (module)
pytesmo.io.sat (module)
pytesmo.io.sat.ascat (module)
pytesmo.io.sat.ers (module)
pytesmo.io.sat.h_saf (module)
pytesmo.metrics (module)
pytesmo.scaling (module)
pytesmo.temporal_matching (module)
pytesmo.time_series (module)
pytesmo.time_series.anomaly (module)
pytesmo.time_series.filtering (module)
pytesmo.time_series.filters (module)
pytesmo.time_series.grouping (module)
pytesmo.time_series.plotting (module)
pytesmo.timedate (module)
pytesmo.timedate.julian (module)
R
read_advisory_flags() (pytesmo.io.sat.ascat.Ascat_data method)
read_data() (in module pytesmo.io.ismn.readers)
(pytesmo.io.dataset_base.DatasetStaticBase method)
read_format_ceop() (in module pytesmo.io.ismn.readers)
read_format_ceop_sep() (in module pytesmo.io.ismn.readers)
read_format_header_values() (in module pytesmo.io.ismn.readers)
read_gp() (pytesmo.io.dataset_base.DatasetStaticBase method)
(pytesmo.io.dataset_base.DatasetTSBase method)
read_img() (pytesmo.io.dataset_base.DatasetImgBase method)
read_pos() (pytesmo.io.dataset_base.DatasetStaticBase method)
read_ssm() (pytesmo.io.sat.ascat.Ascat_SSM method)
(pytesmo.io.sat.ascat.AscatH25_SSM method)
(pytesmo.io.sat.ers.ERS_SSM method)
read_swi() (pytesmo.io.sat.ascat.Ascat_SWI method)
read_ts() (pytesmo.io.dataset_base.DatasetTSBase method)
(pytesmo.io.ismn.interface.ISMN_Interface method)
read_variable() (pytesmo.io.ismn.interface.ISMN_station method)
ReaderException
resample_to_grid() (in module pytesmo.grid.resample)
rmsd() (in module pytesmo.df_metrics)
(in module pytesmo.metrics)
RSS() (in module pytesmo.df_metrics)
(in module pytesmo.metrics)
S
save_grid() (in module pytesmo.grid.netcdf)
save_lonlat() (in module pytesmo.grid.netcdf)
scale() (in module pytesmo.scaling)
spearmanr() (in module pytesmo.df_metrics)
(in module pytesmo.metrics)
split() (pytesmo.grid.grids.BasicGrid method)
(pytesmo.grid.grids.CellGrid method)
stations_that_measure() (pytesmo.io.ismn.interface.ISMN_Interface method)
T
tcol_error() (in module pytesmo.df_metrics)
(in module pytesmo.metrics)
to_cell_grid() (pytesmo.grid.grids.BasicGrid method)
tstamps_for_daterange() (pytesmo.io.dataset_base.DatasetImgBase method)
(pytesmo.io.sat.h_saf.H07img method)
(pytesmo.io.sat.h_saf.H08img method)
U
ubrmsd() (in module pytesmo.df_metrics)
(in module pytesmo.metrics)
unite() (pytesmo.grid.grids.BasicGrid method)
unzip_cell() (pytesmo.io.sat.ascat.Ascat_data method)