nsunnyisles
outputs_sunnynorth2023/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
selected_pixels_temp_coh_0.7.png
config.json
{
general: {
input_path: "inputs/",
output_path: "outputs_nsunnyileshann242023/",
output_path: "outputs_sunnynorth2023/",
num_cores: 10,
num_patches: 1,
apply_temporal_unwrapping: true,
spatial_unwrapping_method: "puma",
logging_level: "INFO",
logfile_path: "logfiles/",
},
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: "2023-10-31",
ifg_network_type: "sb",
num_ifgs: 3,
max_tbase: 100,
filter_window_size: 9,
},
consistency_check: {
coherence_p1: 0.7,
grid_size: 0,
mask_p1_file: "",
mask_p1_file: "maskfiles/narrow_maskPoly.h5",
num_nearest_neighbours: 30,
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
2025-06-20 12:02:01 subset_sarvey.bash miaplpy_MDCBeach_201710_202310 --lat 25.937 25.958 --lon -80.124 -80.118 --outdir nsunnyisles
2025-06-20 12:03:08 subset_sarvey.bash miaplpy_MDCBeach_201710_202310 --lat 25.937 25.958 --lon -80.124 -80.118 --outdir nsunnyisles
sarvey_2025-06-20-16-22-33.log
2025-06-20 16:22:33,732 - INFO - SARvey version: 1.2.0 - Strawberry Pie, 2025-02-19_01, Run: MTInSAR
2025-06-20 16:22:33,732 - INFO - Parameter value default
2025-06-20 16:22:33,733 - INFO - _________ _____ _______
2025-06-20 16:22:33,733 - INFO - input_path inputs/ inputs/
2025-06-20 16:22:33,733 - INFO - output_path /Users/famelung/Library/CloudStorage/OneDrive-UniversityofMiami/scratch/MiamiTsxSMDT36/nsunnyisles/outputs_sunnynorth2023 <--- outputs/
2025-06-20 16:22:33,733 - INFO - num_cores 10 <--- 50
2025-06-20 16:22:33,733 - INFO - num_patches 1 1
2025-06-20 16:22:33,733 - INFO - apply_temporal_unwrapping True True
2025-06-20 16:22:33,733 - INFO - spatial_unwrapping_method puma puma
2025-06-20 16:22:33,733 - INFO - logging_level INFO INFO
2025-06-20 16:22:33,733 - INFO - logfile_path logfiles/ logfiles/
2025-06-20 16:22:33,733 - INFO -
2025-06-20 16:22:33,733 - INFO - ---------------------------------------------------------------------------------
2025-06-20 16:22:33,733 - INFO - STEP 0: PREPARATION
2025-06-20 16:22:33,733 - INFO - ---------------------------------------------------------------------------------
2025-06-20 16:22:33,733 - INFO - Parameter value default
2025-06-20 16:22:33,733 - INFO - _________ _____ _______
2025-06-20 16:22:33,733 - INFO - start_date None None
2025-06-20 16:22:33,733 - INFO - end_date 2023-10-31 <--- None
2025-06-20 16:22:33,733 - INFO - ifg_network_type sb sb
2025-06-20 16:22:33,733 - INFO - num_ifgs 3 3
2025-06-20 16:22:33,733 - INFO - max_tbase 100 100
2025-06-20 16:22:33,733 - INFO - filter_window_size 9 9
2025-06-20 16:22:33,733 - INFO -
2025-06-20 16:22:33,733 - INFO - ########## PREPARE PROCESSING: LOAD INPUT ##########
2025-06-20 16:22:33,747 - INFO - Orbit direction: descending
2025-06-20 16:22:33,747 - DEBUG - Date Selected
2025-06-20 16:22:33,747 - DEBUG - __________ ________
2025-06-20 16:22:33,747 - DEBUG - 2017-10-15 x
2025-06-20 16:22:33,747 - DEBUG - 2017-10-26 x
2025-06-20 16:22:33,747 - DEBUG - 2017-11-06 x
2025-06-20 16:22:33,747 - DEBUG - 2017-11-17 x
2025-06-20 16:22:33,747 - DEBUG - 2017-11-28 x
2025-06-20 16:22:33,747 - DEBUG - 2017-12-09 x
2025-06-20 16:22:33,747 - DEBUG - 2017-12-20 x
2025-06-20 16:22:33,747 - DEBUG - 2017-12-31 x
2025-06-20 16:22:33,747 - DEBUG - 2018-01-11 x
2025-06-20 16:22:33,747 - DEBUG - 2018-01-22 x
2025-06-20 16:22:33,747 - DEBUG - 2018-02-02 x
2025-06-20 16:22:33,747 - DEBUG - 2018-02-24 x
2025-06-20 16:22:33,747 - DEBUG - 2018-03-07 x
2025-06-20 16:22:33,747 - DEBUG - 2018-03-18 x
2025-06-20 16:22:33,747 - DEBUG - 2018-03-29 x
2025-06-20 16:22:33,747 - DEBUG - 2018-04-09 x
2025-06-20 16:22:33,747 - DEBUG - 2018-04-20 x
2025-06-20 16:22:33,747 - DEBUG - 2018-05-12 x
2025-06-20 16:22:33,747 - DEBUG - 2018-06-03 x
2025-06-20 16:22:33,747 - DEBUG - 2018-06-14 x
2025-06-20 16:22:33,747 - DEBUG - 2018-07-06 x
2025-06-20 16:22:33,747 - DEBUG - 2018-07-28 x
2025-06-20 16:22:33,747 - DEBUG - 2018-08-08 x
2025-06-20 16:22:33,747 - DEBUG - 2018-08-19 x
2025-06-20 16:22:33,747 - DEBUG - 2018-08-30 x
2025-06-20 16:22:33,747 - DEBUG - 2018-09-10 x
2025-06-20 16:22:33,747 - DEBUG - 2018-09-21 x
2025-06-20 16:22:33,747 - DEBUG - 2018-10-02 x
2025-06-20 16:22:33,747 - DEBUG - 2018-10-13 x
2025-06-20 16:22:33,747 - DEBUG - 2018-10-24 x
2025-06-20 16:22:33,747 - DEBUG - 2018-11-04 x
2025-06-20 16:22:33,748 - DEBUG - 2018-11-15 x
2025-06-20 16:22:33,748 - DEBUG - 2018-11-26 x
2025-06-20 16:22:33,748 - DEBUG - 2018-12-07 x
2025-06-20 16:22:33,748 - DEBUG - 2018-12-18 x
2025-06-20 16:22:33,748 - DEBUG - 2018-12-29 x
2025-06-20 16:22:33,748 - DEBUG - 2019-01-09 x
2025-06-20 16:22:33,748 - DEBUG - 2019-01-20 x
2025-06-20 16:22:33,748 - DEBUG - 2019-01-31 x
2025-06-20 16:22:33,748 - DEBUG - 2019-02-11 x
2025-06-20 16:22:33,748 - DEBUG - 2019-02-22 x
2025-06-20 16:22:33,748 - DEBUG - 2019-03-05 x
2025-06-20 16:22:33,748 - DEBUG - 2019-03-16 x
2025-06-20 16:22:33,748 - DEBUG - 2019-03-27 x
2025-06-20 16:22:33,748 - DEBUG - 2019-04-07 x
2025-06-20 16:22:33,748 - DEBUG - 2019-04-18 x
2025-06-20 16:22:33,748 - DEBUG - 2019-05-10 x
2025-06-20 16:22:33,748 - DEBUG - 2019-05-21 x
2025-06-20 16:22:33,748 - DEBUG - 2019-06-01 x
2025-06-20 16:22:33,748 - DEBUG - 2019-06-12 x
2025-06-20 16:22:33,748 - DEBUG - 2019-06-23 x
2025-06-20 16:22:33,748 - DEBUG - 2019-07-04 x
2025-06-20 16:22:33,748 - DEBUG - 2019-07-26 x
2025-06-20 16:22:33,748 - DEBUG - 2019-08-06 x
2025-06-20 16:22:33,748 - DEBUG - 2019-08-17 x
2025-06-20 16:22:33,748 - DEBUG - 2019-08-28 x
2025-06-20 16:22:33,748 - DEBUG - 2019-09-08 x
2025-06-20 16:22:33,748 - DEBUG - 2019-09-19 x
2025-06-20 16:22:33,748 - DEBUG - 2019-10-22 x
2025-06-20 16:22:33,748 - DEBUG - 2019-11-13 x
2025-06-20 16:22:33,748 - DEBUG - 2019-11-24 x
2025-06-20 16:22:33,748 - DEBUG - 2019-12-16 x
2025-06-20 16:22:33,748 - DEBUG - 2019-12-27 x
2025-06-20 16:22:33,748 - DEBUG - 2020-01-07 x
2025-06-20 16:22:33,748 - DEBUG - 2020-01-18 x
2025-06-20 16:22:33,748 - DEBUG - 2020-01-29 x
2025-06-20 16:22:33,748 - DEBUG - 2020-02-09 x
2025-06-20 16:22:33,748 - DEBUG - 2020-02-20 x
2025-06-20 16:22:33,748 - DEBUG - 2020-03-02 x
2025-06-20 16:22:33,748 - DEBUG - 2020-03-13 x
2025-06-20 16:22:33,748 - DEBUG - 2020-03-24 x
2025-06-20 16:22:33,748 - DEBUG - 2020-04-04 x
2025-06-20 16:22:33,748 - DEBUG - 2020-04-15 x
2025-06-20 16:22:33,748 - DEBUG - 2020-04-26 x
2025-06-20 16:22:33,748 - DEBUG - 2020-05-07 x
2025-06-20 16:22:33,748 - DEBUG - 2020-05-18 x
2025-06-20 16:22:33,748 - DEBUG - 2020-05-29 x
2025-06-20 16:22:33,748 - DEBUG - 2020-06-09 x
2025-06-20 16:22:33,748 - DEBUG - 2020-06-20 x
2025-06-20 16:22:33,748 - DEBUG - 2020-07-12 x
2025-06-20 16:22:33,748 - DEBUG - 2020-09-27 x
2025-06-20 16:22:33,748 - DEBUG - 2020-10-19 x
2025-06-20 16:22:33,748 - DEBUG - 2020-11-10 x
2025-06-20 16:22:33,748 - DEBUG - 2020-11-21 x
2025-06-20 16:22:33,748 - DEBUG - 2020-12-02 x
2025-06-20 16:22:33,748 - DEBUG - 2020-12-24 x
2025-06-20 16:22:33,748 - DEBUG - 2021-01-04 x
2025-06-20 16:22:33,748 - DEBUG - 2021-02-06 x
2025-06-20 16:22:33,748 - DEBUG - 2021-02-28 x
2025-06-20 16:22:33,748 - DEBUG - 2021-03-11 x
2025-06-20 16:22:33,748 - DEBUG - 2021-04-02 x
2025-06-20 16:22:33,748 - DEBUG - 2021-04-13 x
2025-06-20 16:22:33,748 - DEBUG - 2021-04-24 x
2025-06-20 16:22:33,748 - DEBUG - 2021-05-05 x
2025-06-20 16:22:33,748 - DEBUG - 2021-05-16 x
2025-06-20 16:22:33,748 - DEBUG - 2021-05-27 x
2025-06-20 16:22:33,748 - DEBUG - 2021-06-07 x
2025-06-20 16:22:33,748 - DEBUG - 2021-06-18 x
2025-06-20 16:22:33,748 - DEBUG - 2021-08-23 x
2025-06-20 16:22:33,748 - DEBUG - 2021-09-03 x
2025-06-20 16:22:33,748 - DEBUG - 2021-10-06 x
2025-06-20 16:22:33,748 - DEBUG - 2022-09-01 x
2025-06-20 16:22:33,748 - DEBUG - 2022-09-12 x
2025-06-20 16:22:33,748 - DEBUG - 2022-09-23 x
2025-06-20 16:22:33,748 - DEBUG - 2022-10-15 x
2025-06-20 16:22:33,748 - DEBUG - 2022-10-26 x
2025-06-20 16:22:33,748 - DEBUG - 2022-11-06 x
2025-06-20 16:22:33,748 - DEBUG - 2022-11-17 x
2025-06-20 16:22:33,748 - DEBUG - 2022-11-28 x
2025-06-20 16:22:33,748 - DEBUG - 2022-12-09 x
2025-06-20 16:22:33,748 - DEBUG - 2022-12-20 x
2025-06-20 16:22:33,748 - DEBUG - 2022-12-31 x
2025-06-20 16:22:33,749 - DEBUG - 2023-01-11 x
2025-06-20 16:22:33,749 - DEBUG - 2023-01-22 x
2025-06-20 16:22:33,749 - DEBUG - 2023-02-02 x
2025-06-20 16:22:33,749 - DEBUG - 2023-02-13 x
2025-06-20 16:22:33,749 - DEBUG - 2023-02-24 x
2025-06-20 16:22:33,749 - DEBUG - 2023-03-07 x
2025-06-20 16:22:33,749 - DEBUG - 2023-03-18 x
2025-06-20 16:22:33,749 - DEBUG - 2023-03-29 x
2025-06-20 16:22:33,749 - DEBUG - 2023-04-20 x
2025-06-20 16:22:33,749 - DEBUG - 2023-05-01 x
2025-06-20 16:22:33,749 - DEBUG - 2023-05-12 x
2025-06-20 16:22:33,749 - DEBUG - 2023-05-23 x
2025-06-20 16:22:33,749 - DEBUG - 2023-06-03 x
2025-06-20 16:22:33,749 - DEBUG - 2023-06-14 x
2025-06-20 16:22:33,749 - DEBUG - 2023-06-25 x
2025-06-20 16:22:33,749 - DEBUG - 2023-07-06 x
2025-06-20 16:22:33,749 - DEBUG - 2023-07-17 x
2025-06-20 16:22:33,749 - DEBUG - 2023-07-28 x
2025-06-20 16:22:33,749 - DEBUG - 2023-08-08 x
2025-06-20 16:22:33,749 - DEBUG - 2023-08-19 x
2025-06-20 16:22:33,749 - DEBUG - 2023-08-30 x
2025-06-20 16:22:33,749 - DEBUG - 2023-09-10 x
2025-06-20 16:22:33,749 - DEBUG - 2023-09-21 x
2025-06-20 16:22:33,749 - DEBUG - 2023-10-02 x
2025-06-20 16:22:33,749 - DEBUG - 2023-10-13 x
2025-06-20 16:22:33,749 - DEBUG - 2023-10-24 x
2025-06-20 16:22:33,749 - INFO - Start date: 2017-10-15
2025-06-20 16:22:33,749 - INFO - Stop date: 2023-10-24
2025-06-20 16:22:33,749 - INFO - Number of SLC: 138
2025-06-20 16:22:33,749 - INFO - ########## DESIGN IFG NETWORK ##########
2025-06-20 16:22:33,750 - INFO - Small baseline network
2025-06-20 16:22:33,750 - INFO - write IfgNetwork to /Users/famelung/Library/CloudStorage/OneDrive-UniversityofMiami/scratch/MiamiTsxSMDT36/nsunnyisles/outputs_sunnynorth2023/ifg_network.h5
2025-06-20 16:22:33,752 - INFO - temporal baselines: [ 11 22 33 44 55 66 77 88 99 110 121 132 330]
2025-06-20 16:22:34,230 - INFO - ########## GENERATE STACK OF 397 INTERFEROGRAMS & ESTIMATE TEMPORAL COHERENCE ##########
2025-06-20 16:22:34,230 - INFO - Prepare dataset: ifgs of in size of (1251, 543, 397)
2025-06-20 16:22:34,232 - INFO - Prepare dataset: temp_coh of in size of (1251, 543)
2025-06-20 16:23:04,401 - INFO - Patches processed: 1/1
2025-06-20 16:23:04,401 - DEBUG -
time used: 00 mins 30.2 secs.
2025-06-20 16:23:04,426 - INFO - Transform coordinates from latitude and longitude (WGS84) to North and East (UTM).
2025-06-20 16:23:04,500 - INFO - write data to /Users/famelung/Library/CloudStorage/OneDrive-UniversityofMiami/scratch/MiamiTsxSMDT36/nsunnyisles/outputs_sunnynorth2023/coordinates_utm.h5...
2025-06-20 16:23:04,502 - INFO - write data to /Users/famelung/Library/CloudStorage/OneDrive-UniversityofMiami/scratch/MiamiTsxSMDT36/nsunnyisles/outputs_sunnynorth2023/background_map.h5...
2025-06-20 16:23:04,706 - INFO - reading box None from file: /Users/famelung/Library/CloudStorage/OneDrive-UniversityofMiami/scratch/MiamiTsxSMDT36/nsunnyisles/outputs_sunnynorth2023/temporal_coherence.h5 ...
2025-06-20 16:23:04,908 - INFO - ---------------------------------------------------------------------------------
2025-06-20 16:23:04,908 - INFO - STEP 1: CONSISTENCY CHECK
2025-06-20 16:23:04,908 - INFO - ---------------------------------------------------------------------------------
2025-06-20 16:23:04,908 - INFO - Parameter value default
2025-06-20 16:23:04,908 - INFO - _________ _____ _______
2025-06-20 16:23:04,908 - INFO - coherence_p1 0.7 <--- 0.9
2025-06-20 16:23:04,908 - INFO - grid_size None <--- 200
2025-06-20 16:23:04,908 - INFO - mask_p1_file /Users/famelung/Library/CloudStorage/OneDrive-UniversityofMiami/scratch/MiamiTsxSMDT36/nsunnyisles/maskfiles/narrow_maskPoly.h5 <---
2025-06-20 16:23:04,908 - INFO - num_nearest_neighbours 30 30
2025-06-20 16:23:04,908 - INFO - max_arc_length 999999 <--- None
2025-06-20 16:23:04,908 - INFO - velocity_bound 0.1 0.1
2025-06-20 16:23:04,908 - INFO - dem_error_bound 250.0 <--- 100.0
2025-06-20 16:23:04,908 - INFO - num_optimization_samples 100 100
2025-06-20 16:23:04,908 - INFO - arc_unwrapping_coherence 0.5 <--- 0.6
2025-06-20 16:23:04,908 - INFO - min_num_arc 3 3
2025-06-20 16:23:04,908 - INFO -
2025-06-20 16:23:04,909 - INFO - reading box None from file: /Users/famelung/Library/CloudStorage/OneDrive-UniversityofMiami/scratch/MiamiTsxSMDT36/nsunnyisles/outputs_sunnynorth2023/temporal_coherence.h5 ...
2025-06-20 16:23:05,249 - INFO - load mask for area of interest from: /Users/famelung/Library/CloudStorage/OneDrive-UniversityofMiami/scratch/MiamiTsxSMDT36/nsunnyisles/maskfiles/narrow_maskPoly.h5.
2025-06-20 16:23:05,593 - INFO - reading box None from file: /Users/famelung/Library/CloudStorage/OneDrive-UniversityofMiami/scratch/MiamiTsxSMDT36/nsunnyisles/outputs_sunnynorth2023/ifg_stack.h5 ...
2025-06-20 16:23:06,172 - INFO - write data to /Users/famelung/Library/CloudStorage/OneDrive-UniversityofMiami/scratch/MiamiTsxSMDT36/nsunnyisles/outputs_sunnynorth2023/p1_ifg_wr.h5...
2025-06-20 16:23:06,234 - INFO - create distance matrix between all points...
2025-06-20 16:23:07,681 - INFO - Triangulate points with 30-nearest neighbours.
2025-06-20 16:23:07,976 - DEBUG - time used: 00 mins 0.3 secs.
2025-06-20 16:23:07,976 - INFO - Triangulate points with global delaunay.
2025-06-20 16:23:08,076 - INFO - remove arcs with length > 999999.
2025-06-20 16:23:08,259 - INFO - retrieve arcs from adjacency matrix.
2025-06-20 16:23:08,454 - INFO - no. arcs: 165412
2025-06-20 16:23:11,926 - INFO - ifg arc observations created.
2025-06-20 16:23:11,926 - INFO - write data to /Users/famelung/Library/CloudStorage/OneDrive-UniversityofMiami/scratch/MiamiTsxSMDT36/nsunnyisles/outputs_sunnynorth2023/point_network.h5...
2025-06-20 16:23:12,045 - INFO - ########## TEMPORAL UNWRAPPING: AMBIGUITY FUNCTION ##########
2025-06-20 16:23:12,045 - INFO - start parallel processing with 10 cores.
2025-06-20 16:24:48,232 - INFO - Finished temporal unwrapping.
2025-06-20 16:24:48,233 - DEBUG - time used: 01 mins 36.2 secs.
2025-06-20 16:24:48,245 - INFO - write data to /Users/famelung/Library/CloudStorage/OneDrive-UniversityofMiami/scratch/MiamiTsxSMDT36/nsunnyisles/outputs_sunnynorth2023/point_network_parameter.h5...
2025-06-20 16:25:03,254 - INFO - Detect points with low quality arcs (mean): < 0.5
2025-06-20 16:25:03,254 - INFO - Removal of points whose arcs are incoherent in average.
2025-06-20 16:25:14,113 - INFO - Detected 226 point(s) with mean coherence of all connected arcs < 0.5
2025-06-20 16:25:14,114 - INFO - Removal of low quality arcs: < 0.5
2025-06-20 16:25:14,114 - INFO - Removed 10586 arc(s)
2025-06-20 16:25:14,222 - INFO - Removal of arcs and PSC that cannot be tested.
2025-06-20 16:25:43,103 - INFO - Detected 10 point(s) with less than 3 arcs
2025-06-20 16:25:43,103 - INFO - Remove 226 point(s)
2025-06-20 16:25:52,159 - INFO - Removed 2218 arc(s) connected to the removed point(s)
2025-06-20 16:26:04,535 - INFO - ########## NOISY POINT REMOVAL BASED ON ARC PARAMETERS ##########
2025-06-20 16:26:04,535 - INFO - Selection of the reference PSC
2025-06-20 16:26:10,186 - INFO - Spatial integration to detect noisy point
2025-06-20 16:26:10,186 - INFO - ITERATION: 0
2025-06-20 16:26:17,962 - ERROR - Singular normal matrix. Network is no longer connected!