downtown
outputs_brickellbig/pic
step_0_amplitude_image.png
step_0_interferogram_network.png
step_0_temporal_phase_coherence.png
step_1_arc_coherence.png
step_1_arc_coherence_reduced.png
step_1_mask_p1.png
step_1_rmse_dem_correction_0th_iter.png
step_1_rmse_vel_0th_iter.png
step_2_estimation_dem_correction.png
step_2_estimation_velocity.png
selected_pixels_temp_coh_0.7.png
config.json
{
general: {
input_path: "inputs/",
output_path: "outputs_brickellbig/",
num_cores: 10,
num_patches: 1,
apply_temporal_unwrapping: true,
spatial_unwrapping_method: "puma",
logging_level: "INFO",
logfile_path: "outputs_brickellbig/",
},
phase_linking: {
use_phase_linking_results: false,
inverted_path: "inverted/",
num_siblings: 20,
mask_phase_linking_file: "",
use_ps: false,
mask_ps_file: "maskPS.h5",
},
preparation: {
start_date: null,
end_date: "2021-10-31",
ifg_network_type: "sb",
num_ifgs: 3,
max_tbase: 400,
filter_window_size: 9,
},
consistency_check: {
coherence_p1: 0.7,
grid_size: 0,
mask_p1_file: "",
mask_p1_file: "maskfiles/downtownbKeyBig_maskPoly.h5",
mask_p1_file: "maskfiles/downtownSmall_maskPoly.h5",
mask_p1_file: "maskfiles/downtonvsmall_maskPoly.h5",
mask_p1_file: "maskfiles/brickellbig_maskPoly.h5",
num_nearest_neighbours: 50,
max_arc_length: null,
velocity_bound: 0.1,
dem_error_bound: 250.0,
num_optimization_samples: 100,
arc_unwrapping_coherence: 0.5,
min_num_arc: 3,
},
unwrapping: {
use_arcs_from_temporal_unwrapping: true,
},
filtering: {
coherence_p2: 0.8,
apply_aps_filtering: true,
interpolation_method: "kriging",
grid_size: 1000,
mask_p2_file: "",
use_moving_points: true,
max_temporal_autocorrelation: 0.3,
},
densification: {
num_connections_to_p1: 5,
max_distance_to_p1: 2000,
velocity_bound: 0.15,
dem_error_bound: 100.0,
num_optimization_samples: 100,
arc_unwrapping_coherence: 0.5,
},
}
../../subset_sarvey.log
2025-06-18 07:18:19 subset_sarvey.bash miaplpy_Downtown_201711_202310 --lat 25.750 25.780 --lon -80.196 -80.182 --outdir downtown
2025-06-18 07:20:20 subset_sarvey.bash miaplpy_Downtown_201711_202310 --lat 25.750 25.780 --lon -80.196 -80.182 --outdir downtown
2025-06-18 07:53:19 subset_sarvey.bash miaplpy_Downtown_201711_202310 --lat 25.750 25.780 --lon -80.196 -80.182 --outdir downtown
2025-06-18 08:07:32 subset_sarvey.bash miaplpy_Downtown_201711_202310 --lat 25.750 25.780 --lon -80.196 -80.182 --outdir downtown
2025-06-18 08:08:30 subset_sarvey.bash miaplpy_Downtown_201711_202310 --lat 25.750 25.780 --lon -80.196 -80.182 --outdir downtown
2025-06-18 08:09:32 subset_sarvey.bash miaplpy_Downtown_201711_202310 --lat 25.750 25.780 --lon -80.196 -80.182 --outdir downtown
2025-06-18 08:19:10 subset_sarvey.bash miaplpy_Downtown_201711_202310 --lat 25.750 25.780 --lon -80.196 -80.182 --outdir downtown
2025-06-18 08:19:36 subset_sarvey.bash miaplpy_Downtown_201711_202310 --lat 25.750 25.780 --lon -80.196 -80.182 --outdir downtown
2025-06-18 08:20:04 subset_sarvey.bash miaplpy_Downtown_201711_202310 --lat 25.750 25.780 --lon -80.196 -80.182 --outdir downtown
sarvey_2025-06-24-14-10-44.log
2025-06-24 14:10:44,589 - INFO - SARvey version: 1.2.0 - Strawberry Pie, 2025-02-19_01, Run: MTInSAR
2025-06-24 14:10:44,590 - INFO - Parameter value default
2025-06-24 14:10:44,590 - INFO - _________ _____ _______
2025-06-24 14:10:44,590 - INFO - input_path inputs/ inputs/
2025-06-24 14:10:44,590 - INFO - output_path /Users/famelung/Library/CloudStorage/OneDrive-UniversityofMiami/scratch/MiamiTsxSMDT36/downtown/outputs_brickellbig <--- outputs/
2025-06-24 14:10:44,590 - INFO - num_cores 10 <--- 50
2025-06-24 14:10:44,590 - INFO - num_patches 1 1
2025-06-24 14:10:44,590 - INFO - apply_temporal_unwrapping True True
2025-06-24 14:10:44,590 - INFO - spatial_unwrapping_method puma puma
2025-06-24 14:10:44,590 - INFO - logging_level INFO INFO
2025-06-24 14:10:44,590 - INFO - logfile_path outputs_brickellbig/ <--- logfiles/
2025-06-24 14:10:44,590 - INFO -
2025-06-24 14:10:44,590 - INFO - ---------------------------------------------------------------------------------
2025-06-24 14:10:44,590 - INFO - STEP 0: PREPARATION
2025-06-24 14:10:44,590 - INFO - ---------------------------------------------------------------------------------
2025-06-24 14:10:44,590 - INFO - Parameter value default
2025-06-24 14:10:44,590 - INFO - _________ _____ _______
2025-06-24 14:10:44,590 - INFO - start_date None None
2025-06-24 14:10:44,590 - INFO - end_date 2021-10-31 <--- None
2025-06-24 14:10:44,591 - INFO - ifg_network_type sb sb
2025-06-24 14:10:44,591 - INFO - num_ifgs 3 3
2025-06-24 14:10:44,591 - INFO - max_tbase 400 <--- 100
2025-06-24 14:10:44,591 - INFO - filter_window_size 9 9
2025-06-24 14:10:44,591 - INFO -
2025-06-24 14:10:44,591 - INFO - ########## PREPARE PROCESSING: LOAD INPUT ##########
2025-06-24 14:10:44,595 - INFO - Orbit direction: descending
2025-06-24 14:10:44,595 - DEBUG - Date Selected
2025-06-24 14:10:44,595 - DEBUG - __________ ________
2025-06-24 14:10:44,595 - DEBUG - 2017-11-06 x
2025-06-24 14:10:44,595 - DEBUG - 2017-11-17 x
2025-06-24 14:10:44,595 - DEBUG - 2017-11-28 x
2025-06-24 14:10:44,595 - DEBUG - 2017-12-09 x
2025-06-24 14:10:44,595 - DEBUG - 2017-12-20 x
2025-06-24 14:10:44,595 - DEBUG - 2017-12-31 x
2025-06-24 14:10:44,595 - DEBUG - 2018-01-11 x
2025-06-24 14:10:44,595 - DEBUG - 2018-01-22 x
2025-06-24 14:10:44,595 - DEBUG - 2018-02-02 x
2025-06-24 14:10:44,595 - DEBUG - 2018-02-24 x
2025-06-24 14:10:44,595 - DEBUG - 2018-03-07 x
2025-06-24 14:10:44,595 - DEBUG - 2018-03-18 x
2025-06-24 14:10:44,595 - DEBUG - 2018-03-29 x
2025-06-24 14:10:44,595 - DEBUG - 2018-04-09 x
2025-06-24 14:10:44,595 - DEBUG - 2018-04-20 x
2025-06-24 14:10:44,595 - DEBUG - 2018-05-12 x
2025-06-24 14:10:44,595 - DEBUG - 2018-06-03 x
2025-06-24 14:10:44,595 - DEBUG - 2018-06-14 x
2025-06-24 14:10:44,595 - DEBUG - 2018-07-06 x
2025-06-24 14:10:44,595 - DEBUG - 2018-07-28 x
2025-06-24 14:10:44,595 - DEBUG - 2018-08-08 x
2025-06-24 14:10:44,596 - DEBUG - 2018-08-19 x
2025-06-24 14:10:44,596 - DEBUG - 2018-08-30 x
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2025-06-24 14:10:44,596 - DEBUG - 2018-09-21 x
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2025-06-24 14:10:44,596 - DEBUG - 2019-01-09 x
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2025-06-24 14:10:44,596 - DEBUG - 2020-01-07 x
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2025-06-24 14:10:44,596 - DEBUG - 2021-01-04 x
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2025-06-24 14:10:44,596 - DEBUG - 2022-09-01
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2025-06-24 14:10:44,596 - DEBUG - 2022-10-26
2025-06-24 14:10:44,596 - DEBUG - 2022-11-06
2025-06-24 14:10:44,596 - DEBUG - 2022-11-17
2025-06-24 14:10:44,596 - DEBUG - 2022-11-28
2025-06-24 14:10:44,596 - DEBUG - 2022-12-09
2025-06-24 14:10:44,596 - DEBUG - 2022-12-20
2025-06-24 14:10:44,596 - DEBUG - 2022-12-31
2025-06-24 14:10:44,596 - DEBUG - 2023-01-11
2025-06-24 14:10:44,596 - DEBUG - 2023-01-22
2025-06-24 14:10:44,596 - DEBUG - 2023-02-02
2025-06-24 14:10:44,596 - DEBUG - 2023-02-13
2025-06-24 14:10:44,596 - DEBUG - 2023-02-24
2025-06-24 14:10:44,596 - DEBUG - 2023-03-07
2025-06-24 14:10:44,596 - DEBUG - 2023-03-18
2025-06-24 14:10:44,596 - DEBUG - 2023-03-29
2025-06-24 14:10:44,596 - DEBUG - 2023-04-20
2025-06-24 14:10:44,597 - DEBUG - 2023-05-01
2025-06-24 14:10:44,597 - DEBUG - 2023-05-12
2025-06-24 14:10:44,597 - DEBUG - 2023-05-23
2025-06-24 14:10:44,597 - DEBUG - 2023-06-03
2025-06-24 14:10:44,597 - DEBUG - 2023-06-14
2025-06-24 14:10:44,597 - DEBUG - 2023-06-25
2025-06-24 14:10:44,597 - DEBUG - 2023-07-06
2025-06-24 14:10:44,597 - DEBUG - 2023-07-17
2025-06-24 14:10:44,597 - DEBUG - 2023-07-28
2025-06-24 14:10:44,597 - DEBUG - 2023-08-08
2025-06-24 14:10:44,597 - DEBUG - 2023-08-19
2025-06-24 14:10:44,597 - DEBUG - 2023-08-30
2025-06-24 14:10:44,597 - DEBUG - 2023-09-10
2025-06-24 14:10:44,597 - DEBUG - 2023-09-21
2025-06-24 14:10:44,597 - DEBUG - 2023-10-02
2025-06-24 14:10:44,597 - DEBUG - 2023-10-13
2025-06-24 14:10:44,597 - DEBUG - 2023-10-24
2025-06-24 14:10:44,597 - INFO - Start date: 2017-11-06
2025-06-24 14:10:44,597 - INFO - Stop date: 2021-10-06
2025-06-24 14:10:44,597 - INFO - Number of SLC: 99
2025-06-24 14:10:44,597 - INFO - ########## DESIGN IFG NETWORK ##########
2025-06-24 14:10:44,598 - INFO - Small baseline network
2025-06-24 14:10:44,598 - INFO - write IfgNetwork to /Users/famelung/Library/CloudStorage/OneDrive-UniversityofMiami/scratch/MiamiTsxSMDT36/downtown/outputs_brickellbig/ifg_network.h5
2025-06-24 14:10:44,599 - INFO - temporal baselines: [ 11 22 33 44 55 66 77 88 110 121 132 143 154 165 176 187 198 209
220 231 242 253 275 286 308 319 330 352 374 385 396 407 418 429]
2025-06-24 14:10:45,072 - INFO - ########## GENERATE STACK OF 290 INTERFEROGRAMS & ESTIMATE TEMPORAL COHERENCE ##########
2025-06-24 14:10:45,072 - INFO - Prepare dataset: ifgs of in size of (1817, 1037, 290)
2025-06-24 14:10:45,075 - INFO - Prepare dataset: temp_coh of in size of (1817, 1037)
2025-06-24 14:11:57,569 - INFO - Patches processed: 1/1
2025-06-24 14:11:57,569 - DEBUG -
time used: 01 mins 12.5 secs.
2025-06-24 14:11:57,591 - INFO - Transform coordinates from latitude and longitude (WGS84) to North and East (UTM).
2025-06-24 14:11:57,718 - INFO - write data to /Users/famelung/Library/CloudStorage/OneDrive-UniversityofMiami/scratch/MiamiTsxSMDT36/downtown/outputs_brickellbig/coordinates_utm.h5...
2025-06-24 14:11:57,724 - INFO - write data to /Users/famelung/Library/CloudStorage/OneDrive-UniversityofMiami/scratch/MiamiTsxSMDT36/downtown/outputs_brickellbig/background_map.h5...
2025-06-24 14:11:58,002 - INFO - reading box None from file: /Users/famelung/Library/CloudStorage/OneDrive-UniversityofMiami/scratch/MiamiTsxSMDT36/downtown/outputs_brickellbig/temporal_coherence.h5 ...
2025-06-24 14:11:58,266 - INFO - ---------------------------------------------------------------------------------
2025-06-24 14:11:58,266 - INFO - STEP 1: CONSISTENCY CHECK
2025-06-24 14:11:58,266 - INFO - ---------------------------------------------------------------------------------
2025-06-24 14:11:58,266 - INFO - Parameter value default
2025-06-24 14:11:58,266 - INFO - _________ _____ _______
2025-06-24 14:11:58,267 - INFO - coherence_p1 0.7 <--- 0.9
2025-06-24 14:11:58,267 - INFO - grid_size None <--- 200
2025-06-24 14:11:58,267 - INFO - mask_p1_file /Users/famelung/Library/CloudStorage/OneDrive-UniversityofMiami/scratch/MiamiTsxSMDT36/downtown/maskfiles/brickellbig_maskPoly.h5 <---
2025-06-24 14:11:58,267 - INFO - num_nearest_neighbours 50 <--- 30
2025-06-24 14:11:58,267 - INFO - max_arc_length 999999 <--- None
2025-06-24 14:11:58,267 - INFO - velocity_bound 0.1 0.1
2025-06-24 14:11:58,267 - INFO - dem_error_bound 250.0 <--- 100.0
2025-06-24 14:11:58,267 - INFO - num_optimization_samples 100 100
2025-06-24 14:11:58,267 - INFO - arc_unwrapping_coherence 0.5 <--- 0.6
2025-06-24 14:11:58,267 - INFO - min_num_arc 3 3
2025-06-24 14:11:58,267 - INFO -
2025-06-24 14:11:58,267 - INFO - reading box None from file: /Users/famelung/Library/CloudStorage/OneDrive-UniversityofMiami/scratch/MiamiTsxSMDT36/downtown/outputs_brickellbig/temporal_coherence.h5 ...
2025-06-24 14:11:59,007 - INFO - load mask for area of interest from: /Users/famelung/Library/CloudStorage/OneDrive-UniversityofMiami/scratch/MiamiTsxSMDT36/downtown/maskfiles/brickellbig_maskPoly.h5.
2025-06-24 14:11:59,491 - INFO - reading box None from file: /Users/famelung/Library/CloudStorage/OneDrive-UniversityofMiami/scratch/MiamiTsxSMDT36/downtown/outputs_brickellbig/ifg_stack.h5 ...
2025-06-24 14:12:00,446 - INFO - write data to /Users/famelung/Library/CloudStorage/OneDrive-UniversityofMiami/scratch/MiamiTsxSMDT36/downtown/outputs_brickellbig/p1_ifg_wr.h5...
2025-06-24 14:12:00,530 - INFO - create distance matrix between all points...
2025-06-24 14:12:01,591 - INFO - Triangulate points with 50-nearest neighbours.
2025-06-24 14:12:01,870 - DEBUG - time used: 00 mins 0.3 secs.
2025-06-24 14:12:01,870 - INFO - Triangulate points with global delaunay.
2025-06-24 14:12:01,952 - INFO - remove arcs with length > 999999.
2025-06-24 14:12:02,102 - INFO - retrieve arcs from adjacency matrix.
2025-06-24 14:12:02,306 - INFO - no. arcs: 239648
2025-06-24 14:12:06,660 - INFO - ifg arc observations created.
2025-06-24 14:12:06,660 - INFO - write data to /Users/famelung/Library/CloudStorage/OneDrive-UniversityofMiami/scratch/MiamiTsxSMDT36/downtown/outputs_brickellbig/point_network.h5...
2025-06-24 14:12:06,788 - INFO - ########## TEMPORAL UNWRAPPING: AMBIGUITY FUNCTION ##########
2025-06-24 14:12:06,788 - INFO - start parallel processing with 10 cores.
2025-06-24 14:13:40,425 - INFO - Finished temporal unwrapping.
2025-06-24 14:13:40,425 - DEBUG - time used: 01 mins 33.6 secs.
2025-06-24 14:13:40,434 - INFO - write data to /Users/famelung/Library/CloudStorage/OneDrive-UniversityofMiami/scratch/MiamiTsxSMDT36/downtown/outputs_brickellbig/point_network_parameter.h5...
2025-06-24 14:14:01,599 - INFO - Detect points with low quality arcs (mean): < 0.5
2025-06-24 14:14:01,599 - INFO - Removal of points whose arcs are incoherent in average.
2025-06-24 14:14:16,937 - INFO - Detected 785 point(s) with mean coherence of all connected arcs < 0.5
2025-06-24 14:14:16,938 - INFO - Removal of low quality arcs: < 0.5
2025-06-24 14:14:16,939 - INFO - Removed 37025 arc(s)
2025-06-24 14:14:17,063 - INFO - Removal of arcs and PSC that cannot be tested.
2025-06-24 14:15:03,624 - INFO - Detected 31 point(s) with less than 3 arcs
2025-06-24 14:15:03,624 - INFO - Remove 785 point(s)
2025-06-24 14:15:19,573 - INFO - Removed 15001 arc(s) connected to the removed point(s)
2025-06-24 14:15:30,679 - INFO - ########## NOISY POINT REMOVAL BASED ON ARC PARAMETERS ##########
2025-06-24 14:15:30,679 - INFO - Selection of the reference PSC
2025-06-24 14:15:37,911 - INFO - Spatial integration to detect noisy point
2025-06-24 14:15:37,911 - INFO - ITERATION: 0
2025-06-24 14:19:25,025 - INFO - Maximum RMSE DEM correction: 27.89 m
2025-06-24 14:19:25,025 - INFO - Maximum RMSE velocity: 0.0108 m / year
2025-06-24 14:19:25,866 - INFO - No noisy pixels detected.
2025-06-24 14:19:25,866 - DEBUG - time used: 03 mins 48.0 secs.
2025-06-24 14:19:25,866 - INFO - write data to /Users/famelung/Library/CloudStorage/OneDrive-UniversityofMiami/scratch/MiamiTsxSMDT36/downtown/outputs_brickellbig/point_network_parameter.h5...
2025-06-24 14:19:26,090 - INFO - write data to /Users/famelung/Library/CloudStorage/OneDrive-UniversityofMiami/scratch/MiamiTsxSMDT36/downtown/outputs_brickellbig/p1_ifg_wr.h5...
2025-06-24 14:19:26,133 - INFO - ---------------------------------------------------------------------------------
2025-06-24 14:19:26,133 - INFO - STEP 2: UNWRAPPING
2025-06-24 14:19:26,133 - INFO - ---------------------------------------------------------------------------------
2025-06-24 14:19:26,133 - INFO - Parameter value default
2025-06-24 14:19:26,133 - INFO - _________ _____ _______
2025-06-24 14:19:26,133 - INFO - use_arcs_from_temporal_unwrapping True True
2025-06-24 14:19:26,133 - INFO -
2025-06-24 14:19:26,235 - INFO - read from /Users/famelung/Library/CloudStorage/OneDrive-UniversityofMiami/scratch/MiamiTsxSMDT36/downtown/outputs_brickellbig/p1_ifg_wr.h5
2025-06-24 14:19:26,278 - INFO - Integrate parameters from arcs to points.
2025-06-24 14:19:26,278 - INFO - Integrate DEM correction.
2025-06-24 14:19:37,525 - DEBUG - time used: 00 mins 0.6 secs.
2025-06-24 14:19:37,855 - INFO - Integrate mean velocity.
2025-06-24 14:19:49,217 - DEBUG - time used: 00 mins 0.5 secs.
2025-06-24 14:19:49,549 - INFO - Remove phase contributions from mean velocity and DEM correction from wrapped phase of points.
2025-06-24 14:19:49,661 - INFO - ########## SPATIAL UNWRAPPING: puma ##########
2025-06-24 14:19:49,662 - INFO - start parallel processing with 10 cores.
2025-06-24 14:19:57,032 - DEBUG - time used: 00 mins 7.4 secs.
2025-06-24 14:19:57,034 - INFO - Add phase contributions from mean velocity and DEM correction back to spatially unwrapped residual phase.
2025-06-24 14:19:57,216 - INFO - write data to /Users/famelung/Library/CloudStorage/OneDrive-UniversityofMiami/scratch/MiamiTsxSMDT36/downtown/outputs_brickellbig/p1_ifg_unw.h5...
2025-06-24 14:19:57,219 - INFO - ########## INVERT IFG NETWORK ##########
2025-06-24 14:20:11,526 - DEBUG - time used: 00 mins 14.3 secs.
2025-06-24 14:20:11,527 - INFO - read from /Users/famelung/Library/CloudStorage/OneDrive-UniversityofMiami/scratch/MiamiTsxSMDT36/downtown/outputs_brickellbig/p1_ifg_unw.h5
2025-06-24 14:20:11,625 - INFO - write data to /Users/famelung/Library/CloudStorage/OneDrive-UniversityofMiami/scratch/MiamiTsxSMDT36/downtown/outputs_brickellbig/p1_ts.h5...
2025-06-24 14:20:11,636 - INFO - SARvey MTI finished normally.