From 498643a65038d6b54cfbac98bb47343e60a01462 Mon Sep 17 00:00:00 2001 From: thorbjoernl <51087536+thorbjoernl@users.noreply.github.com> Date: Tue, 5 Nov 2024 17:15:30 +0100 Subject: [PATCH 01/10] Pyaro filter for valley floor based relative altitude --- src/pyaro/timeseries/Filter.py | 152 +++++++++++++++++++++++++++++++++ 1 file changed, 152 insertions(+) diff --git a/src/pyaro/timeseries/Filter.py b/src/pyaro/timeseries/Filter.py index 90251a2..d4a0a58 100644 --- a/src/pyaro/timeseries/Filter.py +++ b/src/pyaro/timeseries/Filter.py @@ -1184,3 +1184,155 @@ def filter_stations(self, stations: dict[str, Station]) -> dict[str, Station]: selected_names = names[mask] return {name: stations[name] for name in selected_names} + + +@registered_filter +class ValleyFloorRelativeAltitudeFilter(StationFilter): + EARTH_RADIUS = 6378137 # meters + + # https://cfconventions.org/Data/cf-conventions/cf-conventions-1.11/cf-conventions.html#latitude-coordinate + UNITS_LAT = set( + [ + "degrees_north", + "degree_north", + "degree_N", + "degrees_N", + "degreeN", + "degreesN", + ] + ) + + # https://cfconventions.org/Data/cf-conventions/cf-conventions-1.11/cf-conventions.html#longitude-coordinate + UNITS_LON = set( + ["degrees_east", "degree_east", "degree_E", "degrees_E", "degreeE", "degreesE"] + ) + + def __init__( + self, + topo_file: str | None = None, + *, + radius: float = 5000, + topo_var: str = "Band1", + lower: float | None = None, + upper: float | None = None, + ): + self._topo_file = topo_file + self._topo_var = topo_var + self._radius = radius + self._lower = lower + self._upper = upper + + @property + def topography(self): + if "cf_units" not in sys.modules: + raise ModuleNotFoundError( + "valleyfloorrelativealtitudefilter filter is missing required dependency 'cf-units'. Please install to use this filter." + ) + if "xarray" not in sys.modules: + raise ModuleNotFoundError( + "valleyfloorrelativealtitudefilter filter is missing required dependency 'xarray'. Please install to use this filter." + ) + + if self._topography is None: + try: + with xr.open_dataset(self._topo_file) as topo: + lat, lon = self._find_lat_lon_variables(topo) + self._lat = lat + self._lon = lon + topo.fillna(0) + self._topography = topo + except Exception as ex: + raise FilterException( + f"Cannot read topography from '{self._topo_file}:{self._topo_var}' : {ex}" + ) + return self._topography + + def init_kwargs(self): + return { + "topo_file": self._topo_file, + "topo_var": self._topo_var, + "radius": self._radius, + "lower": self._lower, + "upper": self._upper, + } + + def name(self): + return "valleyfloorrelativealtitudefilter" + + def filter_stations(self, stations: dict[str, Station]) -> dict[str, Station]: + filtered_stations = {} + for k, v in stations.items(): + lat = v.latitude + lon = v.longitude + alt = v.altitude + + ralt = self._calculate_relative_altitude( + lat, lon, radius=self._radius, altitude=alt + ) + + if self._lower <= ralt <= self._upper: + filtered_stations[k] = v + + return filtered_stations + + def _calculate_relative_altitude( + self, lat: float, lon: float, *, radius: float, altitude: float + ): + # At most one degree of latitude (at equator) is roughly 111km. + # Subsetting to based on this value with safety margin makes the + # distance calculation MUCH more efficient. + s = 0.1 + (radius / 1000) / 100 + topo = self._topography.sel( + lon=slice(lon - s, lon + s), lat=slice(lat - s, lat + s) + ) + + distances = self._haversine(topo[self._lon], topo[self._lat], lon, lat) + within_radius = distances <= radius + + values_within_radius = topo[self._topo_var].where(within_radius, drop=True) + + min_value = float(values_within_radius.min()) + return altitude - max([min_value, 0]) + + def _find_lat_lon_variables(self, topo_xr): + """ + Find and load DataArrays from topo which represent the latitude and longitude + dimensions in the topography data. + + These are assigned to self._lat, self._lon, respectively for later use. + + :param topo_xr xr.Dataset of topography + :return lat, lon DataArrays + """ + for var_name in self._topography.coords: + unit_str = self._topography[var_name].attrs.get("units", None) + if unit_str in self.UNITS_LAT: + lat = topo_xr[var_name] + continue + if unit_str in self.UNITS_LON: + lon = topo_xr[var_name] + continue + + if any(x is None for x in [lat, lon]): + raise ValueError( + f"Required variable names for lat, lon dimensions could not be found in file '{self._topo_file}" + ) + return lat, lon + + def _haversine(self, lon1, lat1, lon2, lat2): + """ + Calculate the great-circle distance between two points on the Earth (specified in decimal degrees). + + returns: + Distance (in meters) + """ + # Convert decimal degrees to radians + lon1, lat1, lon2, lat2 = map(np.radians, [lon1, lat1, lon2, lat2]) + + # Haversine formula + dlon = lon2 - lon1 + dlat = lat2 - lat1 + a = np.sin(dlat / 2) ** 2 + np.cos(lat1) * np.cos(lat2) * np.sin(dlon / 2) ** 2 + c = 2 * np.arcsin(np.sqrt(a)) + m = ValleyFloorRelativeAltitudeFilter.EARTH_RADIUS * c + return m From d7a6e680e9ac579f6770777d70fac3e415a572dd Mon Sep 17 00:00:00 2001 From: thorbjoernl <51087536+thorbjoernl@users.noreply.github.com> Date: Wed, 6 Nov 2024 11:19:57 +0100 Subject: [PATCH 02/10] Initial implementation of valley floor based ralt filter --- .../timeseries/AutoFilterReaderEngine.py | 2 +- src/pyaro/timeseries/Filter.py | 25 ++++++++++------ tests/test_CSVTimeSeriesReader.py | 30 +++++++++++++++++++ 3 files changed, 47 insertions(+), 10 deletions(-) diff --git a/src/pyaro/timeseries/AutoFilterReaderEngine.py b/src/pyaro/timeseries/AutoFilterReaderEngine.py index 9fac1d0..7fc9112 100644 --- a/src/pyaro/timeseries/AutoFilterReaderEngine.py +++ b/src/pyaro/timeseries/AutoFilterReaderEngine.py @@ -31,7 +31,7 @@ def supported_filters(cls) -> list[Filter]: :return: list of filters """ - supported = "variables,stations,countries,bounding_boxes,duplicates,time_bounds,time_resolution,flags,time_variable_station,altitude,relaltitude".split( + supported = "variables,stations,countries,bounding_boxes,duplicates,time_bounds,time_resolution,flags,time_variable_station,altitude,relaltitude,valleyfloorrelativealtitudefilter".split( "," ) return [filters.get(name) for name in supported] diff --git a/src/pyaro/timeseries/Filter.py b/src/pyaro/timeseries/Filter.py index d4a0a58..a5d8344 100644 --- a/src/pyaro/timeseries/Filter.py +++ b/src/pyaro/timeseries/Filter.py @@ -1221,6 +1221,7 @@ def __init__( self._radius = radius self._lower = lower self._upper = upper + self._topography = None @property def topography(self): @@ -1236,10 +1237,7 @@ def topography(self): if self._topography is None: try: with xr.open_dataset(self._topo_file) as topo: - lat, lon = self._find_lat_lon_variables(topo) - self._lat = lat - self._lon = lon - topo.fillna(0) + topo = topo.fillna(0) self._topography = topo except Exception as ex: raise FilterException( @@ -1270,7 +1268,14 @@ def filter_stations(self, stations: dict[str, Station]) -> dict[str, Station]: lat, lon, radius=self._radius, altitude=alt ) - if self._lower <= ralt <= self._upper: + keep = True + if self._lower is not None: + if self._lower > ralt: + keep = False + if self._upper is not None: + if self._upper < ralt: + keep = False + if keep: filtered_stations[k] = v return filtered_stations @@ -1282,11 +1287,11 @@ def _calculate_relative_altitude( # Subsetting to based on this value with safety margin makes the # distance calculation MUCH more efficient. s = 0.1 + (radius / 1000) / 100 - topo = self._topography.sel( + topo = self.topography.sel( lon=slice(lon - s, lon + s), lat=slice(lat - s, lat + s) ) - distances = self._haversine(topo[self._lon], topo[self._lat], lon, lat) + distances = self._haversine(topo["lon"], topo["lat"], lon, lat) within_radius = distances <= radius values_within_radius = topo[self._topo_var].where(within_radius, drop=True) @@ -1304,8 +1309,10 @@ def _find_lat_lon_variables(self, topo_xr): :param topo_xr xr.Dataset of topography :return lat, lon DataArrays """ - for var_name in self._topography.coords: - unit_str = self._topography[var_name].attrs.get("units", None) + lat = None + lon = None + for var_name in topo_xr: + unit_str = topo_xr[var_name].attrs.get("units", None) if unit_str in self.UNITS_LAT: lat = topo_xr[var_name] continue diff --git a/tests/test_CSVTimeSeriesReader.py b/tests/test_CSVTimeSeriesReader.py index c635986..7543e0a 100644 --- a/tests/test_CSVTimeSeriesReader.py +++ b/tests/test_CSVTimeSeriesReader.py @@ -668,6 +668,36 @@ def test_relaltitude_filter_3(self): # Since rdiff=300, all stations should be included. self.assertEqual(len(ts.stations()), 3) + def test_valley_floor_filter(self): + engines = pyaro.list_timeseries_engines() + with engines["csv_timeseries"].open( + filename=self.elevation_file, + filters=[ + pyaro.timeseries.filters.get( + "valleyfloorrelativealtitudefilter", + topo_file="/lustre/storeB/project/aerocom/aerocom1/AEROCOM_OBSDATA/GTOPO30/merged/N.nc", + radius=5000, + upper=500, + ) + ], + columns={ + "variable": 0, + "station": 1, + "longitude": 2, + "latitude": 3, + "value": 4, + "units": 5, + "start_time": 6, + "end_time": 7, + "altitude": 9, + "country": "NO", + "standard_deviation": "NaN", + "flag": "0", + }, + ) as ts: + ts.stations() + self.assertTrue(True) + if __name__ == "__main__": unittest.main() From 4387f64d6ddaa61137669eac50123e14397d6edd Mon Sep 17 00:00:00 2001 From: thorbjoernl <51087536+thorbjoernl@users.noreply.github.com> Date: Wed, 6 Nov 2024 13:07:50 +0100 Subject: [PATCH 03/10] Change haversine location --- src/pyaro/mathutils.py | 21 +++++++++++++ .../timeseries/AutoFilterReaderEngine.py | 2 +- src/pyaro/timeseries/Filter.py | 31 +++++-------------- tests/test_CSVTimeSeriesReader.py | 2 +- 4 files changed, 30 insertions(+), 26 deletions(-) create mode 100644 src/pyaro/mathutils.py diff --git a/src/pyaro/mathutils.py b/src/pyaro/mathutils.py new file mode 100644 index 0000000..006daaa --- /dev/null +++ b/src/pyaro/mathutils.py @@ -0,0 +1,21 @@ +import numpy as np + + +EARTH_RADIUS = 6378137 # meters + + +def haversine(lon1, lat1, lon2, lat2): + """ + Calculate the great-circle distance between two points on the Earth (specified in decimal degrees). + returns: + Distance (in meters) + """ + # Convert decimal degrees to radians + lon1, lat1, lon2, lat2 = map(np.radians, [lon1, lat1, lon2, lat2]) + # Haversine formula + dlon = lon2 - lon1 + dlat = lat2 - lat1 + a = np.sin(dlat / 2) ** 2 + np.cos(lat1) * np.cos(lat2) * np.sin(dlon / 2) ** 2 + c = 2 * np.arcsin(np.sqrt(a)) + m = EARTH_RADIUS * c + return m diff --git a/src/pyaro/timeseries/AutoFilterReaderEngine.py b/src/pyaro/timeseries/AutoFilterReaderEngine.py index 7fc9112..812f022 100644 --- a/src/pyaro/timeseries/AutoFilterReaderEngine.py +++ b/src/pyaro/timeseries/AutoFilterReaderEngine.py @@ -31,7 +31,7 @@ def supported_filters(cls) -> list[Filter]: :return: list of filters """ - supported = "variables,stations,countries,bounding_boxes,duplicates,time_bounds,time_resolution,flags,time_variable_station,altitude,relaltitude,valleyfloorrelativealtitudefilter".split( + supported = "variables,stations,countries,bounding_boxes,duplicates,time_bounds,time_resolution,flags,time_variable_station,altitude,relaltitude,valleyfloor_relaltitude".split( "," ) return [filters.get(name) for name in supported] diff --git a/src/pyaro/timeseries/Filter.py b/src/pyaro/timeseries/Filter.py index a5d8344..dc63537 100644 --- a/src/pyaro/timeseries/Filter.py +++ b/src/pyaro/timeseries/Filter.py @@ -16,6 +16,9 @@ from .Data import Data, Flag from .Station import Station +from ..mathutils import haversine + + try: # Optional dependencies required for relative altitude filter. import xarray as xr @@ -1188,8 +1191,6 @@ def filter_stations(self, stations: dict[str, Station]) -> dict[str, Station]: @registered_filter class ValleyFloorRelativeAltitudeFilter(StationFilter): - EARTH_RADIUS = 6378137 # meters - # https://cfconventions.org/Data/cf-conventions/cf-conventions-1.11/cf-conventions.html#latitude-coordinate UNITS_LAT = set( [ @@ -1227,11 +1228,11 @@ def __init__( def topography(self): if "cf_units" not in sys.modules: raise ModuleNotFoundError( - "valleyfloorrelativealtitudefilter filter is missing required dependency 'cf-units'. Please install to use this filter." + "valleyfloor_relaltitude filter is missing required dependency 'cf-units'. Please install to use this filter." ) if "xarray" not in sys.modules: raise ModuleNotFoundError( - "valleyfloorrelativealtitudefilter filter is missing required dependency 'xarray'. Please install to use this filter." + "valleyfloor_relaltitude filter is missing required dependency 'xarray'. Please install to use this filter." ) if self._topography is None: @@ -1255,7 +1256,7 @@ def init_kwargs(self): } def name(self): - return "valleyfloorrelativealtitudefilter" + return "valleyfloor_relaltitude" def filter_stations(self, stations: dict[str, Station]) -> dict[str, Station]: filtered_stations = {} @@ -1291,7 +1292,7 @@ def _calculate_relative_altitude( lon=slice(lon - s, lon + s), lat=slice(lat - s, lat + s) ) - distances = self._haversine(topo["lon"], topo["lat"], lon, lat) + distances = haversine(topo["lon"], topo["lat"], lon, lat) within_radius = distances <= radius values_within_radius = topo[self._topo_var].where(within_radius, drop=True) @@ -1325,21 +1326,3 @@ def _find_lat_lon_variables(self, topo_xr): f"Required variable names for lat, lon dimensions could not be found in file '{self._topo_file}" ) return lat, lon - - def _haversine(self, lon1, lat1, lon2, lat2): - """ - Calculate the great-circle distance between two points on the Earth (specified in decimal degrees). - - returns: - Distance (in meters) - """ - # Convert decimal degrees to radians - lon1, lat1, lon2, lat2 = map(np.radians, [lon1, lat1, lon2, lat2]) - - # Haversine formula - dlon = lon2 - lon1 - dlat = lat2 - lat1 - a = np.sin(dlat / 2) ** 2 + np.cos(lat1) * np.cos(lat2) * np.sin(dlon / 2) ** 2 - c = 2 * np.arcsin(np.sqrt(a)) - m = ValleyFloorRelativeAltitudeFilter.EARTH_RADIUS * c - return m diff --git a/tests/test_CSVTimeSeriesReader.py b/tests/test_CSVTimeSeriesReader.py index 7543e0a..31ad629 100644 --- a/tests/test_CSVTimeSeriesReader.py +++ b/tests/test_CSVTimeSeriesReader.py @@ -674,7 +674,7 @@ def test_valley_floor_filter(self): filename=self.elevation_file, filters=[ pyaro.timeseries.filters.get( - "valleyfloorrelativealtitudefilter", + "valleyfloor_relaltitude", topo_file="/lustre/storeB/project/aerocom/aerocom1/AEROCOM_OBSDATA/GTOPO30/merged/N.nc", radius=5000, upper=500, From a07dbf67ee10dacef62be1c081448ebfc2c72519 Mon Sep 17 00:00:00 2001 From: thorbjoernl <51087536+thorbjoernl@users.noreply.github.com> Date: Wed, 6 Nov 2024 13:19:58 +0100 Subject: [PATCH 04/10] Don't load topo longer than necessary --- src/pyaro/timeseries/Filter.py | 164 +++++++++++++++++++-------------- 1 file changed, 95 insertions(+), 69 deletions(-) diff --git a/src/pyaro/timeseries/Filter.py b/src/pyaro/timeseries/Filter.py index dc63537..d0daf95 100644 --- a/src/pyaro/timeseries/Filter.py +++ b/src/pyaro/timeseries/Filter.py @@ -1191,22 +1191,22 @@ def filter_stations(self, stations: dict[str, Station]) -> dict[str, Station]: @registered_filter class ValleyFloorRelativeAltitudeFilter(StationFilter): - # https://cfconventions.org/Data/cf-conventions/cf-conventions-1.11/cf-conventions.html#latitude-coordinate - UNITS_LAT = set( - [ - "degrees_north", - "degree_north", - "degree_N", - "degrees_N", - "degreeN", - "degreesN", - ] - ) - - # https://cfconventions.org/Data/cf-conventions/cf-conventions-1.11/cf-conventions.html#longitude-coordinate - UNITS_LON = set( - ["degrees_east", "degree_east", "degree_E", "degrees_E", "degreeE", "degreesE"] - ) + ## https://cfconventions.org/Data/cf-conventions/cf-conventions-1.11/cf-conventions.html#latitude-coordinate + # UNITS_LAT = set( + # [ + # "degrees_north", + # "degree_north", + # "degree_N", + # "degrees_N", + # "degreeN", + # "degreesN", + # ] + # ) + # + ## https://cfconventions.org/Data/cf-conventions/cf-conventions-1.11/cf-conventions.html#longitude-coordinate + # UNITS_LON = set( + # ["degrees_east", "degree_east", "degree_E", "degrees_E", "degreeE", "degreesE"] + # ) def __init__( self, @@ -1222,29 +1222,28 @@ def __init__( self._radius = radius self._lower = lower self._upper = upper - self._topography = None - @property - def topography(self): - if "cf_units" not in sys.modules: - raise ModuleNotFoundError( - "valleyfloor_relaltitude filter is missing required dependency 'cf-units'. Please install to use this filter." - ) - if "xarray" not in sys.modules: - raise ModuleNotFoundError( - "valleyfloor_relaltitude filter is missing required dependency 'xarray'. Please install to use this filter." - ) - - if self._topography is None: - try: - with xr.open_dataset(self._topo_file) as topo: - topo = topo.fillna(0) - self._topography = topo - except Exception as ex: - raise FilterException( - f"Cannot read topography from '{self._topo_file}:{self._topo_var}' : {ex}" - ) - return self._topography + # @property + # def topography(self): + # if "cf_units" not in sys.modules: + # raise ModuleNotFoundError( + # "valleyfloor_relaltitude filter is missing required dependency 'cf-units'. Please install to use this filter." + # ) + # if "xarray" not in sys.modules: + # raise ModuleNotFoundError( + # "valleyfloor_relaltitude filter is missing required dependency 'xarray'. Please install to use this filter." + # ) + # + # if self._topography is None: + # try: + # with xr.open_dataset(self._topo_file) as topo: + # topo = topo.fillna(0) + # self._topography = topo + # except Exception as ex: + # raise FilterException( + # f"Cannot read topography from '{self._topo_file}:{self._topo_var}' : {ex}" + # ) + # return self._topography def init_kwargs(self): return { @@ -1258,15 +1257,36 @@ def init_kwargs(self): def name(self): return "valleyfloor_relaltitude" + def _load_topography(self): + if "cf_units" not in sys.modules: + raise ModuleNotFoundError( + "valleyfloor_relaltitude filter is missing required dependency 'cf-units'. Please install to use this filter." + ) + if "xarray" not in sys.modules: + raise ModuleNotFoundError( + "valleyfloor_relaltitude filter is missing required dependency 'xarray'. Please install to use this filter." + ) + + try: + with xr.open_dataset(self._topo_file) as topo: + topo = topo.fillna(0) + except Exception as ex: + raise FilterException( + f"Cannot read topography from '{self._topo_file}:{self._topo_var}' : {ex}" + ) + return topo + def filter_stations(self, stations: dict[str, Station]) -> dict[str, Station]: filtered_stations = {} + + topo = self._load_topography() for k, v in stations.items(): lat = v.latitude lon = v.longitude alt = v.altitude ralt = self._calculate_relative_altitude( - lat, lon, radius=self._radius, altitude=alt + lat, lon, radius=self._radius, altitude=alt, topo=topo ) keep = True @@ -1282,15 +1302,19 @@ def filter_stations(self, stations: dict[str, Station]) -> dict[str, Station]: return filtered_stations def _calculate_relative_altitude( - self, lat: float, lon: float, *, radius: float, altitude: float + self, + lat: float, + lon: float, + *, + radius: float, + altitude: float, + topo: xr.Dataset, ): # At most one degree of latitude (at equator) is roughly 111km. # Subsetting to based on this value with safety margin makes the # distance calculation MUCH more efficient. s = 0.1 + (radius / 1000) / 100 - topo = self.topography.sel( - lon=slice(lon - s, lon + s), lat=slice(lat - s, lat + s) - ) + topo = topo.sel(lon=slice(lon - s, lon + s), lat=slice(lat - s, lat + s)) distances = haversine(topo["lon"], topo["lat"], lon, lat) within_radius = distances <= radius @@ -1300,29 +1324,31 @@ def _calculate_relative_altitude( min_value = float(values_within_radius.min()) return altitude - max([min_value, 0]) - def _find_lat_lon_variables(self, topo_xr): - """ - Find and load DataArrays from topo which represent the latitude and longitude - dimensions in the topography data. - - These are assigned to self._lat, self._lon, respectively for later use. - - :param topo_xr xr.Dataset of topography - :return lat, lon DataArrays - """ - lat = None - lon = None - for var_name in topo_xr: - unit_str = topo_xr[var_name].attrs.get("units", None) - if unit_str in self.UNITS_LAT: - lat = topo_xr[var_name] - continue - if unit_str in self.UNITS_LON: - lon = topo_xr[var_name] - continue - - if any(x is None for x in [lat, lon]): - raise ValueError( - f"Required variable names for lat, lon dimensions could not be found in file '{self._topo_file}" - ) - return lat, lon + # def _find_lat_lon_variables(self, topo_xr): + # """ + # Find and load DataArrays from topo which represent the latitude and longitude + # dimensions in the topography data. + + +# +# These are assigned to self._lat, self._lon, respectively for later use. +# +# :param topo_xr xr.Dataset of topography +# :return lat, lon DataArrays +# """ +# lat = None +# lon = None +# for var_name in topo_xr: +# unit_str = topo_xr[var_name].attrs.get("units", None) +# if unit_str in self.UNITS_LAT: +# lat = topo_xr[var_name] +# continue +# if unit_str in self.UNITS_LON: +# lon = topo_xr[var_name] +# continue +# +# if any(x is None for x in [lat, lon]): +# raise ValueError( +# f"Required variable names for lat, lon dimensions could not be found in file '{self._topo_file}" +# ) +# return lat, lon From 8d7978415f9e1f5cfe7192c2cee71a37b7fcc500 Mon Sep 17 00:00:00 2001 From: thorbjoernl <51087536+thorbjoernl@users.noreply.github.com> Date: Wed, 6 Nov 2024 13:35:12 +0100 Subject: [PATCH 05/10] Add gtopo30 subset and use for tests --- tests/test_CSVTimeSeriesReader.py | 2 +- .../datadir_elevation/gtopo30_subset.nc | Bin 0 -> 1409978 bytes 2 files changed, 1 insertion(+), 1 deletion(-) create mode 100644 tests/testdata/datadir_elevation/gtopo30_subset.nc diff --git a/tests/test_CSVTimeSeriesReader.py b/tests/test_CSVTimeSeriesReader.py index 31ad629..22686f3 100644 --- a/tests/test_CSVTimeSeriesReader.py +++ b/tests/test_CSVTimeSeriesReader.py @@ -675,7 +675,7 @@ def test_valley_floor_filter(self): filters=[ pyaro.timeseries.filters.get( "valleyfloor_relaltitude", - topo_file="/lustre/storeB/project/aerocom/aerocom1/AEROCOM_OBSDATA/GTOPO30/merged/N.nc", + topo_file="tests/testdata/datadir_elevation/gtopo30_subset.nc", radius=5000, upper=500, ) diff --git a/tests/testdata/datadir_elevation/gtopo30_subset.nc b/tests/testdata/datadir_elevation/gtopo30_subset.nc new file mode 100644 index 0000000000000000000000000000000000000000..5df21d7f30fb59816ed2b6a8f2fb91188d116460 GIT binary patch literal 1409978 zcmeF434B!L_5R=N3t1-no=g&ifCvFm5Yc-?MAW%s6soAGK|=+L5CJW%s8dTVT58i) zEpBaUt)C{cHOV4%SSXIkR!bumJ-uYMgx0#F_msYP_I- z!^8pSH%#u6*4wapoJs3E{Isc;PMkWEcby?JiN4IJLk9LgEbR!0#+d}W@$n;%3CUI! zom*i+@X-E)`w#3FoIY{N#0fJdHUtON4jMRM;GhA6hNPVYr8wSMLYXvq#>{EczavNJ z&jb+8>AXXD+NHtT!-KU)3_GlL*r7vlfWgCp=Qm6XoM?LYPWV0f^7 z;rZ0=dk!8lY~Z2$+Vi;DLA9NGA6I+$p4ox5(b>WN?CH^MPmgYUdUV^<2S&FYIMmpad8qG-&yov+E+I7(d11Ng|} z?-2W9W_7-PDKEF4f5J^CA3ORazx|13?^D`;Z%^q9I-{d*t-XEj^H+bEXuEtB7~{Ww zR-!xP%fy)LvaIN$&euIeL!FJu?0o%Fi7pvkdo+kzUQQ3&rpr2;mY9#382@|J#7&tt 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z&?qg$uwksJA+H9Ddo!)E7)$O3cr+Ui#4%_wlm~H?cPQkjGnMr<6Kn8zrybwULQ2kL z+bm)}*K&rL-nr0oqu0T*w_w#LU2*1ojx1Ym4mlPh*8o4a3XEIq^fqh;>P^B7OW5 Date: Wed, 6 Nov 2024 14:03:13 +0100 Subject: [PATCH 06/10] . --- src/pyaro/timeseries/Filter.py | 120 +++++++-------------------------- 1 file changed, 26 insertions(+), 94 deletions(-) diff --git a/src/pyaro/timeseries/Filter.py b/src/pyaro/timeseries/Filter.py index d0daf95..41d881d 100644 --- a/src/pyaro/timeseries/Filter.py +++ b/src/pyaro/timeseries/Filter.py @@ -1191,23 +1191,6 @@ def filter_stations(self, stations: dict[str, Station]) -> dict[str, Station]: @registered_filter class ValleyFloorRelativeAltitudeFilter(StationFilter): - ## https://cfconventions.org/Data/cf-conventions/cf-conventions-1.11/cf-conventions.html#latitude-coordinate - # UNITS_LAT = set( - # [ - # "degrees_north", - # "degree_north", - # "degree_N", - # "degrees_N", - # "degreeN", - # "degreesN", - # ] - # ) - # - ## https://cfconventions.org/Data/cf-conventions/cf-conventions-1.11/cf-conventions.html#longitude-coordinate - # UNITS_LON = set( - # ["degrees_east", "degree_east", "degree_E", "degrees_E", "degreeE", "degreesE"] - # ) - def __init__( self, topo_file: str | None = None, @@ -1217,34 +1200,21 @@ def __init__( lower: float | None = None, upper: float | None = None, ): + if "cf_units" not in sys.modules: + raise ModuleNotFoundError( + "valleyfloor_relaltitude filter is missing required dependency 'cf-units'. Please install to use this filter." + ) + if "xarray" not in sys.modules: + raise ModuleNotFoundError( + "valleyfloor_relaltitude filter is missing required dependency 'xarray'. Please install to use this filter." + ) + self._topo_file = topo_file self._topo_var = topo_var self._radius = radius self._lower = lower self._upper = upper - # @property - # def topography(self): - # if "cf_units" not in sys.modules: - # raise ModuleNotFoundError( - # "valleyfloor_relaltitude filter is missing required dependency 'cf-units'. Please install to use this filter." - # ) - # if "xarray" not in sys.modules: - # raise ModuleNotFoundError( - # "valleyfloor_relaltitude filter is missing required dependency 'xarray'. Please install to use this filter." - # ) - # - # if self._topography is None: - # try: - # with xr.open_dataset(self._topo_file) as topo: - # topo = topo.fillna(0) - # self._topography = topo - # except Exception as ex: - # raise FilterException( - # f"Cannot read topography from '{self._topo_file}:{self._topo_var}' : {ex}" - # ) - # return self._topography - def init_kwargs(self): return { "topo_file": self._topo_file, @@ -1258,15 +1228,6 @@ def name(self): return "valleyfloor_relaltitude" def _load_topography(self): - if "cf_units" not in sys.modules: - raise ModuleNotFoundError( - "valleyfloor_relaltitude filter is missing required dependency 'cf-units'. Please install to use this filter." - ) - if "xarray" not in sys.modules: - raise ModuleNotFoundError( - "valleyfloor_relaltitude filter is missing required dependency 'xarray'. Please install to use this filter." - ) - try: with xr.open_dataset(self._topo_file) as topo: topo = topo.fillna(0) @@ -1279,25 +1240,25 @@ def _load_topography(self): def filter_stations(self, stations: dict[str, Station]) -> dict[str, Station]: filtered_stations = {} - topo = self._load_topography() - for k, v in stations.items(): - lat = v.latitude - lon = v.longitude - alt = v.altitude + with xr.open_dataset(self._topo_file) as topo: + for k, v in stations.items(): + lat = v.latitude + lon = v.longitude + alt = v.altitude - ralt = self._calculate_relative_altitude( - lat, lon, radius=self._radius, altitude=alt, topo=topo - ) + ralt = self._calculate_relative_altitude( + lat, lon, radius=self._radius, altitude=alt, topo=topo + ) - keep = True - if self._lower is not None: - if self._lower > ralt: - keep = False - if self._upper is not None: - if self._upper < ralt: - keep = False - if keep: - filtered_stations[k] = v + keep = True + if self._lower is not None: + if self._lower > ralt: + keep = False + if self._upper is not None: + if self._upper < ralt: + keep = False + if keep: + filtered_stations[k] = v return filtered_stations @@ -1323,32 +1284,3 @@ def _calculate_relative_altitude( min_value = float(values_within_radius.min()) return altitude - max([min_value, 0]) - - # def _find_lat_lon_variables(self, topo_xr): - # """ - # Find and load DataArrays from topo which represent the latitude and longitude - # dimensions in the topography data. - - -# -# These are assigned to self._lat, self._lon, respectively for later use. -# -# :param topo_xr xr.Dataset of topography -# :return lat, lon DataArrays -# """ -# lat = None -# lon = None -# for var_name in topo_xr: -# unit_str = topo_xr[var_name].attrs.get("units", None) -# if unit_str in self.UNITS_LAT: -# lat = topo_xr[var_name] -# continue -# if unit_str in self.UNITS_LON: -# lon = topo_xr[var_name] -# continue -# -# if any(x is None for x in [lat, lon]): -# raise ValueError( -# f"Required variable names for lat, lon dimensions could not be found in file '{self._topo_file}" -# ) -# return lat, lon From b20a760da8f9aa1536cae429757e331323265cb7 Mon Sep 17 00:00:00 2001 From: thorbjoernl <51087536+thorbjoernl@users.noreply.github.com> Date: Wed, 6 Nov 2024 15:54:34 +0100 Subject: [PATCH 07/10] Fix test --- src/pyaro/timeseries/Filter.py | 6 ++++-- tests/test_CSVTimeSeriesReader.py | 6 +++--- .../.~lock.csvReader_testdata_elevation.csv# | 1 + 3 files changed, 8 insertions(+), 5 deletions(-) create mode 100644 tests/testdata/datadir_elevation/.~lock.csvReader_testdata_elevation.csv# diff --git a/src/pyaro/timeseries/Filter.py b/src/pyaro/timeseries/Filter.py index 41d881d..3376c9d 100644 --- a/src/pyaro/timeseries/Filter.py +++ b/src/pyaro/timeseries/Filter.py @@ -1280,7 +1280,9 @@ def _calculate_relative_altitude( distances = haversine(topo["lon"], topo["lat"], lon, lat) within_radius = distances <= radius - values_within_radius = topo[self._topo_var].where(within_radius, drop=True) + values_within_radius = topo[self._topo_var].where( + within_radius, other=False, drop=True + ) - min_value = float(values_within_radius.min()) + min_value = float(values_within_radius.min(skipna=True)) return altitude - max([min_value, 0]) diff --git a/tests/test_CSVTimeSeriesReader.py b/tests/test_CSVTimeSeriesReader.py index 22686f3..62d4812 100644 --- a/tests/test_CSVTimeSeriesReader.py +++ b/tests/test_CSVTimeSeriesReader.py @@ -677,7 +677,8 @@ def test_valley_floor_filter(self): "valleyfloor_relaltitude", topo_file="tests/testdata/datadir_elevation/gtopo30_subset.nc", radius=5000, - upper=500, + lower=150, + upper=250, ) ], columns={ @@ -695,8 +696,7 @@ def test_valley_floor_filter(self): "flag": "0", }, ) as ts: - ts.stations() - self.assertTrue(True) + self.assertEqual(len(ts.stations()), 1) if __name__ == "__main__": diff --git a/tests/testdata/datadir_elevation/.~lock.csvReader_testdata_elevation.csv# b/tests/testdata/datadir_elevation/.~lock.csvReader_testdata_elevation.csv# new file mode 100644 index 0000000..616ef78 --- /dev/null +++ b/tests/testdata/datadir_elevation/.~lock.csvReader_testdata_elevation.csv# @@ -0,0 +1 @@ +,thlun8736,pc5616,06.11.2024 15:35,file:///home/thlun8736/.config/libreoffice/4; \ No newline at end of file From 406d78219ce89c7e908ba0acbeb3e51cac707d40 Mon Sep 17 00:00:00 2001 From: thorbjoernl <51087536+thorbjoernl@users.noreply.github.com> Date: Wed, 6 Nov 2024 16:10:26 +0100 Subject: [PATCH 08/10] . --- .../datadir_elevation/.~lock.csvReader_testdata_elevation.csv# | 1 - 1 file changed, 1 deletion(-) delete mode 100644 tests/testdata/datadir_elevation/.~lock.csvReader_testdata_elevation.csv# diff --git a/tests/testdata/datadir_elevation/.~lock.csvReader_testdata_elevation.csv# b/tests/testdata/datadir_elevation/.~lock.csvReader_testdata_elevation.csv# deleted file mode 100644 index 616ef78..0000000 --- a/tests/testdata/datadir_elevation/.~lock.csvReader_testdata_elevation.csv# +++ /dev/null @@ -1 +0,0 @@ -,thlun8736,pc5616,06.11.2024 15:35,file:///home/thlun8736/.config/libreoffice/4; \ No newline at end of file From fa224ba38af8a2db2731de17bb9049da27ec9873 Mon Sep 17 00:00:00 2001 From: thorbjoernl <51087536+thorbjoernl@users.noreply.github.com> Date: Wed, 6 Nov 2024 16:20:54 +0100 Subject: [PATCH 09/10] Update documentation --- src/pyaro/timeseries/Filter.py | 36 ++++++++++++++++++++++++---------- 1 file changed, 26 insertions(+), 10 deletions(-) diff --git a/src/pyaro/timeseries/Filter.py b/src/pyaro/timeseries/Filter.py index 3376c9d..8885267 100644 --- a/src/pyaro/timeseries/Filter.py +++ b/src/pyaro/timeseries/Filter.py @@ -1200,6 +1200,21 @@ def __init__( lower: float | None = None, upper: float | None = None, ): + """ + :param topo_file: Topography file path + :param radius: Radius (in meters) + :param topo_var: Variable name to use in topography dataset + :param lower: Optional lower bound needed for relative altitude for station to be kept (in meters) + :param upper: Optional upper bound needed for relative altitude for station to be kept (in meters) + :raises ModuleNotFoundError: If necessary optional dependencies are not available. + + Note + ---- + This implementation is only tested with GTOPO30 dataset to far. + + Available versions can be found here: + /lustre/storeB/project/aerocom/aerocom1/AEROCOM_OBSDATA/GTOPO30/ + """ if "cf_units" not in sys.modules: raise ModuleNotFoundError( "valleyfloor_relaltitude filter is missing required dependency 'cf-units'. Please install to use this filter." @@ -1227,16 +1242,6 @@ def init_kwargs(self): def name(self): return "valleyfloor_relaltitude" - def _load_topography(self): - try: - with xr.open_dataset(self._topo_file) as topo: - topo = topo.fillna(0) - except Exception as ex: - raise FilterException( - f"Cannot read topography from '{self._topo_file}:{self._topo_var}' : {ex}" - ) - return topo - def filter_stations(self, stations: dict[str, Station]) -> dict[str, Station]: filtered_stations = {} @@ -1271,6 +1276,17 @@ def _calculate_relative_altitude( altitude: float, topo: xr.Dataset, ): + """Calculates relative altitude + + :param lat: Latitude + :param lon: Longitude + :param radius: Radius for base altitude calculation (in meters) + :param altitude: Station altitude (in meters) + :param topo: Topography dataset + + :return: + Relative altitude (in meters) + """ # At most one degree of latitude (at equator) is roughly 111km. # Subsetting to based on this value with safety margin makes the # distance calculation MUCH more efficient. From ab569d4d97629cf7c77105cee947e361fe9bcd0b Mon Sep 17 00:00:00 2001 From: thorbjoernl <51087536+thorbjoernl@users.noreply.github.com> Date: Thu, 7 Nov 2024 08:52:13 +0100 Subject: [PATCH 10/10] Clarify topo file requirements. --- src/pyaro/timeseries/Filter.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/src/pyaro/timeseries/Filter.py b/src/pyaro/timeseries/Filter.py index 8885267..9df3b99 100644 --- a/src/pyaro/timeseries/Filter.py +++ b/src/pyaro/timeseries/Filter.py @@ -1201,7 +1201,9 @@ def __init__( upper: float | None = None, ): """ - :param topo_file: Topography file path + :param topo_file: Topography file path. Must be a dataset openable by xarray, with latitude + and longitude stored as "lat" and "lon" respectively. The variable that contains elevation + data is assumed to be in meters. :param radius: Radius (in meters) :param topo_var: Variable name to use in topography dataset :param lower: Optional lower bound needed for relative altitude for station to be kept (in meters)