Initial commit: GasFlux project with core processing pipelines

examples/basic_usage/testconfig.yaml

@@ -0,0 +1,95 @@
+# testconfig.yaml
+
+horizontal_pixels: 500 # Width of the concentration map in pixels
+vertical_pixels: 100 # Height of the concentration map in pixels
+num_plumes: 10 # Number of Gaussian plumes
+groupiness: 0.5 # Groupiness of the plumes (0.0 to 1.0)
+spread: 0.1 # Spread of the plumes (0.0 to 1.0)
+wind_reference_height: 10 # Reference height for wind speed calculation (m)
+windspeed_avg: 5 # Average wind speed at 10m height (m/s)
+windspeed_rel_std: 0.2 # Relative standard deviation of wind speed (0.0 to inf), recommend 0.2-0.4
+surface_roughness: 0.1 # Surface roughness length (m)
+seed: 42 # Random seed for reproducibility
+simplex_octaves: 4 # Number of octaves for simplex noise (1 to inf, def 1)
+simplex_persistence: 0.7 # Persistence of simplex noise (0.0 to 1.0, def 0.5) - specifies the amplitude of each octave relative to the one below it
+simplex_lacunarity: 2.0 # Lacunarity of simplex noise (1.0 to inf, def 2.0) - specifies the frequency of each octave relative to the one below it
+winddir_avg: 0.0 # Average wind direction in degrees rel to plane (0 is CW)
+winddir_std: 10 # Standard deviation of wind direction in degrees
+timestamp: "2022-09-26 02:03:00"
+flight_time_seconds: 1000
+sample_frequency: 1
+start_coords:
+  - 54.87667
+  - 15.41
+transect_azimuth: 260 # the wind will start off 90 degrees CW to this azimuth, and is modified relative to that by the winddir_avg. 260 is a good value to test N problems
+sampling_altitude_ato_range:
+  - -10 # negative values should be fine
+  - 100
+sampling_horizontal_range:
+  - 50
+  - 950
+scene_altitude_range:
+  - -20
+  - 120
+scene_horizontal_range:
+  - 0
+  - 1000
+number_of_transects: 10
+gases:
+  ch4:
+    - 1.95
+    - 10.0
+  co2:
+    - 380.0
+    - 500.0
+  c2h6:
+    - 0.0
+    - 1.0
+temperature: 10.0
+pressure: 1000.0
+
+output_dir: ./gasflux_reports
+
+algorithmic_baseline_settings:
+  algorithm: fastchrom
+
+semivariogram_settings:
+  model: spherical
+  estimator: cressie
+  n_lags: 20
+  bin_func: even
+  fit_method: lm
+  maxlag: 100
+  #fit_sigma: linear
+  tolerance: 10
+  azimuth: 0
+  bandwidth: 20
+
+ordinary_kriging_settings:
+  min_points: 3
+  max_points: 100
+  grid_resolution: 500
+  min_nodes: 10
+  cut_ground: False
+  y_min: ~
+
+required_cols:
+  latitude: [-90, 90]
+  longitude: [-180, 180]
+  height_ato: [-100, 500]
+  windspeed: [0, 30]
+  winddir: [0, 360]
+  temperature: [-50, 60]
+  pressure: [900, 1100]
+
+filters:
+  course_filter:
+    azimuth_filter: 10
+    azimuth_window: 5
+    elevation_filter: 5
+
+strategies:
+  background: "algorithm"
+  sensor: "insitu"
+  spatial: "curtain"
+  interpolation: "kriging"