sunnyisles
outputs_NN502017-2023/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_dem_correction_10th_iter.png
step_1_rmse_dem_correction_11th_iter.png
step_1_rmse_dem_correction_1th_iter.png
step_1_rmse_dem_correction_2th_iter.png
step_1_rmse_dem_correction_3th_iter.png
step_1_rmse_dem_correction_4th_iter.png
step_1_rmse_dem_correction_5th_iter.png
step_1_rmse_dem_correction_6th_iter.png
step_1_rmse_dem_correction_7th_iter.png
step_1_rmse_dem_correction_8th_iter.png
step_1_rmse_dem_correction_9th_iter.png
step_1_rmse_vel_0th_iter.png
step_1_rmse_vel_10th_iter.png
step_1_rmse_vel_11th_iter.png
step_1_rmse_vel_1th_iter.png
step_1_rmse_vel_2th_iter.png
step_1_rmse_vel_3th_iter.png
step_1_rmse_vel_4th_iter.png
step_1_rmse_vel_5th_iter.png
step_1_rmse_vel_6th_iter.png
step_1_rmse_vel_7th_iter.png
step_1_rmse_vel_8th_iter.png
step_1_rmse_vel_9th_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_NN502017-2023",
logfile_path: "outputs_NN502017-2023",
num_cores: 10,
num_patches: 1,
apply_temporal_unwrapping: true,
spatial_unwrapping_method: "puma",
logging_level: "INFO",
},
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: "2017-10-15",
end_date: "2023-10-15",
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: "maskfiles/narrow1_maskPoly.h5",
mask_p1_file: "",
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: 250.0,
num_optimization_samples: 100,
arc_unwrapping_coherence: 0.5,
},
}
../../subset_sarvey.log
2025-07-11 17:20:12 subset_sarvey.bash miaplpy_MDCBeach_201604_202505 --lat 25.921 25.958 --lon -80.125 -80.118 --outdir sunnyisles
sarvey_2025-07-11-23-47-52.log
2025-07-11 23:47:52,840 - INFO - SARvey version: 1.2.2 - Strawberry Pie, 2025-07-09_01, Run: MTInSAR
2025-07-11 23:47:52,840 - INFO - Parameter value default
2025-07-11 23:47:52,841 - INFO - _________ _____ _______
2025-07-11 23:47:52,841 - INFO - input_path inputs/ inputs/
2025-07-11 23:47:52,841 - INFO - output_path /Users/famelung/Library/CloudStorage/OneDrive-UniversityofMiami/scratch/MiamiSenAT48/sunnyisles/outputs_NN502017-2023 <--- outputs/
2025-07-11 23:47:52,841 - INFO - num_cores 10 <--- 50
2025-07-11 23:47:52,841 - INFO - num_patches 1 1
2025-07-11 23:47:52,841 - INFO - apply_temporal_unwrapping True True
2025-07-11 23:47:52,841 - INFO - spatial_unwrapping_method puma puma
2025-07-11 23:47:52,841 - INFO - logging_level INFO INFO
2025-07-11 23:47:52,841 - INFO - logfile_path outputs_NN502017-2023 <--- logfiles/
2025-07-11 23:47:52,841 - INFO -
2025-07-11 23:47:52,841 - INFO - ---------------------------------------------------------------------------------
2025-07-11 23:47:52,841 - INFO - STEP 0: PREPARATION
2025-07-11 23:47:52,841 - INFO - ---------------------------------------------------------------------------------
2025-07-11 23:47:52,841 - INFO - Parameter value default
2025-07-11 23:47:52,841 - INFO - _________ _____ _______
2025-07-11 23:47:52,841 - INFO - start_date 2017-10-15 <--- None
2025-07-11 23:47:52,841 - INFO - end_date 2023-10-15 <--- None
2025-07-11 23:47:52,841 - INFO - ifg_network_type sb sb
2025-07-11 23:47:52,841 - INFO - num_ifgs 3 3
2025-07-11 23:47:52,841 - INFO - max_tbase 400 <--- 100
2025-07-11 23:47:52,841 - INFO - filter_window_size 9 9
2025-07-11 23:47:52,842 - INFO -
2025-07-11 23:47:52,842 - INFO - ########## PREPARE PROCESSING: LOAD INPUT ##########
2025-07-11 23:47:52,847 - INFO - Orbit direction: ascending
2025-07-11 23:47:52,847 - DEBUG - Date Selected
2025-07-11 23:47:52,847 - DEBUG - __________ ________
2025-07-11 23:47:52,847 - DEBUG - 2016-04-12
2025-07-11 23:47:52,847 - DEBUG - 2016-07-05
2025-07-11 23:47:52,847 - DEBUG - 2016-09-27
2025-07-11 23:47:52,847 - DEBUG - 2016-10-09
2025-07-11 23:47:52,847 - DEBUG - 2016-10-21
2025-07-11 23:47:52,847 - DEBUG - 2016-11-02
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2025-07-11 23:47:52,847 - DEBUG - 2016-11-26
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2025-07-11 23:47:52,847 - DEBUG - 2016-12-20
2025-07-11 23:47:52,847 - DEBUG - 2017-01-01
2025-07-11 23:47:52,847 - DEBUG - 2017-01-13
2025-07-11 23:47:52,847 - DEBUG - 2017-01-25
2025-07-11 23:47:52,847 - DEBUG - 2017-02-06
2025-07-11 23:47:52,847 - DEBUG - 2017-03-02
2025-07-11 23:47:52,847 - DEBUG - 2017-03-14
2025-07-11 23:47:52,847 - DEBUG - 2017-03-26
2025-07-11 23:47:52,847 - DEBUG - 2017-04-07
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2025-07-11 23:47:52,849 - DEBUG - 2023-01-06 x
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2025-07-11 23:47:52,849 - DEBUG - 2023-10-21
2025-07-11 23:47:52,850 - DEBUG - 2023-11-14
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2025-07-11 23:47:52,850 - DEBUG - 2023-12-08
2025-07-11 23:47:52,850 - DEBUG - 2023-12-20
2025-07-11 23:47:52,850 - DEBUG - 2024-01-13
2025-07-11 23:47:52,850 - DEBUG - 2024-01-25
2025-07-11 23:47:52,850 - DEBUG - 2024-02-06
2025-07-11 23:47:52,850 - DEBUG - 2024-02-18
2025-07-11 23:47:52,850 - DEBUG - 2024-03-01
2025-07-11 23:47:52,850 - DEBUG - 2024-03-13
2025-07-11 23:47:52,850 - DEBUG - 2024-04-06
2025-07-11 23:47:52,850 - DEBUG - 2024-04-18
2025-07-11 23:47:52,850 - DEBUG - 2024-04-30
2025-07-11 23:47:52,850 - DEBUG - 2024-05-12
2025-07-11 23:47:52,850 - DEBUG - 2024-06-29
2025-07-11 23:47:52,850 - DEBUG - 2024-08-04
2025-07-11 23:47:52,850 - DEBUG - 2024-08-16
2025-07-11 23:47:52,850 - DEBUG - 2024-08-28
2025-07-11 23:47:52,850 - DEBUG - 2024-09-09
2025-07-11 23:47:52,850 - DEBUG - 2024-09-21
2025-07-11 23:47:52,850 - DEBUG - 2024-10-03
2025-07-11 23:47:52,850 - DEBUG - 2024-10-15
2025-07-11 23:47:52,850 - DEBUG - 2024-10-27
2025-07-11 23:47:52,850 - DEBUG - 2024-11-08
2025-07-11 23:47:52,850 - DEBUG - 2024-12-14
2025-07-11 23:47:52,850 - DEBUG - 2024-12-26
2025-07-11 23:47:52,850 - DEBUG - 2025-01-07
2025-07-11 23:47:52,850 - DEBUG - 2025-01-19
2025-07-11 23:47:52,850 - DEBUG - 2025-01-31
2025-07-11 23:47:52,850 - DEBUG - 2025-02-12
2025-07-11 23:47:52,850 - DEBUG - 2025-02-24
2025-07-11 23:47:52,850 - DEBUG - 2025-03-08
2025-07-11 23:47:52,850 - DEBUG - 2025-03-20
2025-07-11 23:47:52,850 - DEBUG - 2025-04-01
2025-07-11 23:47:52,850 - DEBUG - 2025-04-13
2025-07-11 23:47:52,850 - DEBUG - 2025-04-25
2025-07-11 23:47:52,850 - DEBUG - 2025-05-19
2025-07-11 23:47:52,850 - INFO - Start date: 2017-10-16
2025-07-11 23:47:52,850 - INFO - Stop date: 2023-10-09
2025-07-11 23:47:52,850 - INFO - Number of SLC: 167
2025-07-11 23:47:52,850 - INFO - ########## DESIGN IFG NETWORK ##########
2025-07-11 23:47:52,851 - INFO - Small baseline network
2025-07-11 23:47:52,851 - INFO - write IfgNetwork to /Users/famelung/Library/CloudStorage/OneDrive-UniversityofMiami/scratch/MiamiSenAT48/sunnyisles/outputs_NN502017-2023/ifg_network.h5
2025-07-11 23:47:52,852 - INFO - temporal baselines: [ 6 12 24 36 48 60 72 96 108 120 132 144 156 168 180 186 192 198
204 216 228 240 252 264 276 288 300 312 324 336 348 372 384 396 402 408
420]
2025-07-11 23:47:53,324 - INFO - ########## GENERATE STACK OF 494 INTERFEROGRAMS & ESTIMATE TEMPORAL COHERENCE ##########
2025-07-11 23:47:53,324 - INFO - Prepare dataset: ifgs of in size of (338, 455, 494)
2025-07-11 23:47:53,327 - INFO - Prepare dataset: temp_coh of in size of (338, 455)
2025-07-11 23:48:01,664 - INFO - Patches processed: 1/1
2025-07-11 23:48:01,664 - DEBUG -
time used: 00 mins 8.3 secs.
2025-07-11 23:48:01,678 - INFO - Transform coordinates from latitude and longitude (WGS84) to North and East (UTM).
2025-07-11 23:48:01,720 - INFO - write data to /Users/famelung/Library/CloudStorage/OneDrive-UniversityofMiami/scratch/MiamiSenAT48/sunnyisles/outputs_NN502017-2023/coordinates_utm.h5...
2025-07-11 23:48:01,723 - INFO - write data to /Users/famelung/Library/CloudStorage/OneDrive-UniversityofMiami/scratch/MiamiSenAT48/sunnyisles/outputs_NN502017-2023/background_map.h5...
2025-07-11 23:48:01,882 - INFO - reading box None from file: /Users/famelung/Library/CloudStorage/OneDrive-UniversityofMiami/scratch/MiamiSenAT48/sunnyisles/outputs_NN502017-2023/temporal_coherence.h5 ...
2025-07-11 23:48:02,060 - INFO - ---------------------------------------------------------------------------------
2025-07-11 23:48:02,060 - INFO - STEP 1: CONSISTENCY CHECK
2025-07-11 23:48:02,060 - INFO - ---------------------------------------------------------------------------------
2025-07-11 23:48:02,060 - INFO - Parameter value default
2025-07-11 23:48:02,060 - INFO - _________ _____ _______
2025-07-11 23:48:02,060 - INFO - coherence_p1 0.7 <--- 0.9
2025-07-11 23:48:02,060 - INFO - grid_size None <--- 200
2025-07-11 23:48:02,060 - INFO - mask_p1_file None <---
2025-07-11 23:48:02,060 - INFO - num_nearest_neighbours 50 <--- 30
2025-07-11 23:48:02,060 - INFO - max_arc_length 999999 <--- None
2025-07-11 23:48:02,060 - INFO - velocity_bound 0.1 0.1
2025-07-11 23:48:02,060 - INFO - dem_error_bound 250.0 <--- 100.0
2025-07-11 23:48:02,060 - INFO - num_optimization_samples 100 100
2025-07-11 23:48:02,060 - INFO - arc_unwrapping_coherence 0.5 <--- 0.6
2025-07-11 23:48:02,060 - INFO - min_num_arc 3 3
2025-07-11 23:48:02,060 - INFO -
2025-07-11 23:48:02,061 - INFO - reading box None from file: /Users/famelung/Library/CloudStorage/OneDrive-UniversityofMiami/scratch/MiamiSenAT48/sunnyisles/outputs_NN502017-2023/temporal_coherence.h5 ...
2025-07-11 23:48:02,301 - INFO - No mask for area of interest given.
2025-07-11 23:48:02,597 - INFO - reading box None from file: /Users/famelung/Library/CloudStorage/OneDrive-UniversityofMiami/scratch/MiamiSenAT48/sunnyisles/outputs_NN502017-2023/ifg_stack.h5 ...
2025-07-11 23:48:02,698 - INFO - write data to /Users/famelung/Library/CloudStorage/OneDrive-UniversityofMiami/scratch/MiamiSenAT48/sunnyisles/outputs_NN502017-2023/p1_ifg_wr.h5...
2025-07-11 23:48:02,702 - INFO - create distance matrix between all points...
2025-07-11 23:48:03,295 - INFO - Triangulate points with 50-nearest neighbours.
2025-07-11 23:48:03,472 - DEBUG - time used: 00 mins 0.2 secs.
2025-07-11 23:48:03,472 - INFO - Triangulate points with global delaunay.
2025-07-11 23:48:03,524 - INFO - remove arcs with length > 999999.
2025-07-11 23:48:03,578 - INFO - retrieve arcs from adjacency matrix.
2025-07-11 23:48:03,761 - INFO - no. arcs: 141973
2025-07-11 23:48:07,332 - INFO - ifg arc observations created.
2025-07-11 23:48:07,332 - INFO - write data to /Users/famelung/Library/CloudStorage/OneDrive-UniversityofMiami/scratch/MiamiSenAT48/sunnyisles/outputs_NN502017-2023/point_network.h5...
2025-07-11 23:48:07,463 - INFO - ########## TEMPORAL UNWRAPPING: AMBIGUITY FUNCTION ##########
2025-07-11 23:48:07,463 - INFO - start parallel processing with 10 cores.
2025-07-11 23:49:09,498 - INFO - Finished temporal unwrapping.
2025-07-11 23:49:09,499 - DEBUG - time used: 01 mins 2.0 secs.
2025-07-11 23:49:09,510 - INFO - write data to /Users/famelung/Library/CloudStorage/OneDrive-UniversityofMiami/scratch/MiamiSenAT48/sunnyisles/outputs_NN502017-2023/point_network_parameter.h5...
2025-07-11 23:49:11,572 - INFO - Detect points with low quality arcs (mean): < 0.5
2025-07-11 23:49:11,572 - INFO - Removal of points whose arcs are incoherent in average.
2025-07-11 23:49:14,523 - INFO - Detected 784 point(s) with mean coherence of all connected arcs < 0.5
2025-07-11 23:49:14,524 - INFO - Removal of low quality arcs: < 0.5
2025-07-11 23:49:14,525 - INFO - Removed 32776 arc(s)
2025-07-11 23:49:14,592 - INFO - Removal of arcs and PSC that cannot be tested.
2025-07-11 23:49:18,169 - INFO - Detected 20 point(s) with less than 3 arcs
2025-07-11 23:49:18,169 - INFO - Remove 784 point(s)
2025-07-11 23:49:21,465 - INFO - Removed 15622 arc(s) connected to the removed point(s)
2025-07-11 23:49:22,848 - INFO - ########## NOISY POINT REMOVAL BASED ON ARC PARAMETERS ##########
2025-07-11 23:49:22,848 - INFO - Selection of the reference PSC
2025-07-11 23:49:23,684 - INFO - Spatial integration to detect noisy point
2025-07-11 23:49:23,684 - INFO - ITERATION: 0
2025-07-11 23:50:13,282 - INFO - Maximum RMSE DEM correction: 28.59 m
2025-07-11 23:50:13,282 - INFO - Maximum RMSE velocity: 0.0316 m / year
2025-07-11 23:50:15,506 - INFO - Removed 9 arc(s) connected to the removed point(s)
2025-07-11 23:50:15,561 - INFO - ITERATION: 1
2025-07-11 23:51:05,100 - INFO - Maximum RMSE DEM correction: 28.59 m
2025-07-11 23:51:05,101 - INFO - Maximum RMSE velocity: 0.0311 m / year
2025-07-11 23:51:07,533 - INFO - Removed 58 arc(s) connected to the removed point(s)
2025-07-11 23:51:07,588 - INFO - ITERATION: 2
2025-07-11 23:51:58,027 - INFO - Maximum RMSE DEM correction: 28.59 m
2025-07-11 23:51:58,027 - INFO - Maximum RMSE velocity: 0.0294 m / year
2025-07-11 23:52:00,253 - INFO - Removed 52 arc(s) connected to the removed point(s)
2025-07-11 23:52:00,309 - INFO - ITERATION: 3
2025-07-11 23:52:50,984 - INFO - Maximum RMSE DEM correction: 28.59 m
2025-07-11 23:52:50,985 - INFO - Maximum RMSE velocity: 0.0291 m / year
2025-07-11 23:52:53,302 - INFO - Removed 56 arc(s) connected to the removed point(s)
2025-07-11 23:52:53,359 - INFO - ITERATION: 4
2025-07-11 23:53:42,150 - INFO - Maximum RMSE DEM correction: 28.59 m
2025-07-11 23:53:42,150 - INFO - Maximum RMSE velocity: 0.0289 m / year
2025-07-11 23:53:44,300 - INFO - Removed 39 arc(s) connected to the removed point(s)
2025-07-11 23:53:44,355 - INFO - ITERATION: 5
2025-07-11 23:54:30,526 - INFO - Maximum RMSE DEM correction: 28.59 m
2025-07-11 23:54:30,526 - INFO - Maximum RMSE velocity: 0.0282 m / year
2025-07-11 23:54:32,662 - INFO - Removed 60 arc(s) connected to the removed point(s)
2025-07-11 23:54:32,716 - INFO - ITERATION: 6
2025-07-11 23:55:16,556 - INFO - Maximum RMSE DEM correction: 28.59 m
2025-07-11 23:55:16,556 - INFO - Maximum RMSE velocity: 0.0250 m / year
2025-07-11 23:55:18,644 - INFO - Removed 30 arc(s) connected to the removed point(s)
2025-07-11 23:55:18,698 - INFO - ITERATION: 7
2025-07-11 23:56:02,759 - INFO - Maximum RMSE DEM correction: 28.59 m
2025-07-11 23:56:02,759 - INFO - Maximum RMSE velocity: 0.0223 m / year
2025-07-11 23:56:04,899 - INFO - Removed 37 arc(s) connected to the removed point(s)
2025-07-11 23:56:04,951 - INFO - ITERATION: 8
2025-07-11 23:56:47,990 - INFO - Maximum RMSE DEM correction: 28.59 m
2025-07-11 23:56:47,990 - INFO - Maximum RMSE velocity: 0.0215 m / year
2025-07-11 23:56:50,159 - INFO - Removed 50 arc(s) connected to the removed point(s)
2025-07-11 23:56:50,212 - INFO - ITERATION: 9
2025-07-11 23:57:33,971 - INFO - Maximum RMSE DEM correction: 28.59 m
2025-07-11 23:57:33,971 - INFO - Maximum RMSE velocity: 0.0209 m / year
2025-07-11 23:57:36,088 - INFO - Removed 48 arc(s) connected to the removed point(s)
2025-07-11 23:57:36,142 - INFO - ITERATION: 10
2025-07-11 23:58:20,199 - INFO - Maximum RMSE DEM correction: 28.59 m
2025-07-11 23:58:20,199 - INFO - Maximum RMSE velocity: 0.0208 m / year
2025-07-11 23:58:22,267 - INFO - Removed 61 arc(s) connected to the removed point(s)
2025-07-11 23:58:22,319 - INFO - ITERATION: 11
2025-07-11 23:59:06,598 - INFO - Maximum RMSE DEM correction: 28.59 m
2025-07-11 23:59:06,598 - INFO - Maximum RMSE velocity: 0.0199 m / year
2025-07-11 23:59:07,033 - INFO - No noisy pixels detected.
2025-07-11 23:59:07,033 - DEBUG - time used: 09 mins 43.3 secs.
2025-07-11 23:59:07,034 - INFO - write data to /Users/famelung/Library/CloudStorage/OneDrive-UniversityofMiami/scratch/MiamiSenAT48/sunnyisles/outputs_NN502017-2023/point_network_parameter.h5...
2025-07-11 23:59:07,170 - INFO - write data to /Users/famelung/Library/CloudStorage/OneDrive-UniversityofMiami/scratch/MiamiSenAT48/sunnyisles/outputs_NN502017-2023/p1_ifg_wr.h5...
2025-07-11 23:59:07,254 - INFO - ---------------------------------------------------------------------------------
2025-07-11 23:59:07,255 - INFO - STEP 2: UNWRAPPING
2025-07-11 23:59:07,255 - INFO - ---------------------------------------------------------------------------------
2025-07-11 23:59:07,255 - INFO - Parameter value default
2025-07-11 23:59:07,255 - INFO - _________ _____ _______
2025-07-11 23:59:07,255 - INFO - use_arcs_from_temporal_unwrapping True True
2025-07-11 23:59:07,255 - INFO -
2025-07-11 23:59:07,310 - INFO - read from /Users/famelung/Library/CloudStorage/OneDrive-UniversityofMiami/scratch/MiamiSenAT48/sunnyisles/outputs_NN502017-2023/p1_ifg_wr.h5
2025-07-11 23:59:07,338 - INFO - Integrate parameters from arcs to points.
2025-07-11 23:59:07,339 - INFO - Integrate DEM correction.
2025-07-11 23:59:09,970 - DEBUG - time used: 00 mins 0.2 secs.
2025-07-11 23:59:10,188 - INFO - Integrate mean velocity.
2025-07-11 23:59:12,775 - DEBUG - time used: 00 mins 0.2 secs.
2025-07-11 23:59:12,993 - INFO - Remove phase contributions from mean velocity and DEM correction from wrapped phase of points.
2025-07-11 23:59:13,097 - INFO - ########## SPATIAL UNWRAPPING: puma ##########
2025-07-11 23:59:13,097 - INFO - start parallel processing with 10 cores.
2025-07-11 23:59:20,144 - DEBUG - time used: 00 mins 7.0 secs.
2025-07-11 23:59:20,146 - INFO - Add phase contributions from mean velocity and DEM correction back to spatially unwrapped residual phase.
2025-07-11 23:59:20,282 - INFO - write data to /Users/famelung/Library/CloudStorage/OneDrive-UniversityofMiami/scratch/MiamiSenAT48/sunnyisles/outputs_NN502017-2023/p1_ifg_unw.h5...
2025-07-11 23:59:20,284 - INFO - ########## INVERT IFG NETWORK ##########
2025-07-11 23:59:34,547 - DEBUG - time used: 00 mins 14.3 secs.
2025-07-11 23:59:34,548 - INFO - read from /Users/famelung/Library/CloudStorage/OneDrive-UniversityofMiami/scratch/MiamiSenAT48/sunnyisles/outputs_NN502017-2023/p1_ifg_unw.h5
2025-07-11 23:59:34,578 - INFO - write data to /Users/famelung/Library/CloudStorage/OneDrive-UniversityofMiami/scratch/MiamiSenAT48/sunnyisles/outputs_NN502017-2023/p1_ts.h5...
2025-07-11 23:59:34,587 - INFO - SARvey MTI finished normally.