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skyan1002
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flash-flood-benchmark-data

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Tags:
hydrology
flash-flood
benchmark
usgs
noaa
mrms
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pandas
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skyan1002 commited on
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Files changed (50) hide show
  1. testbeds/FF_2021_07_NJ_ep003/01473500/streamflow.csv +396 -0
  2. testbeds/FF_2021_07_NJ_ep003/01474500/testbed_summary.json +48 -0
  3. testbeds/FF_2021_07_PA_ep010/01400500/watershed.geojson +1 -0
  4. testbeds/FF_2021_07_PA_ep010/01402000/hwms_inside.csv +12 -0
  5. testbeds/FF_2021_07_PA_ep010/01403060/hwms_inside.csv +66 -0
  6. testbeds/FF_2021_07_PA_ep010/01403060/mrms_2min_precip_basin_mean.csv +1020 -0
  7. testbeds/FF_2021_07_PA_ep010/01403060/streamflow.csv +399 -0
  8. testbeds/FF_2021_07_PA_ep010/01403060/testbed_summary.json +48 -0
  9. testbeds/FF_2021_07_PA_ep010/01403060/watershed.geojson +1 -0
  10. testbeds/FF_2021_07_PA_ep010/01473500/hwms_inside.csv +49 -0
  11. testbeds/FF_2021_07_PA_ep010/01473500/mrms_2min_precip_basin_mean.csv +1020 -0
  12. testbeds/FF_2021_08_DC_ep001/01648000/hwms_inside.csv +16 -0
  13. testbeds/FF_2021_08_DC_ep001/01648000/mrms_2min_precip_basin_mean.csv +949 -0
  14. testbeds/FF_2021_08_DC_ep001/01648000/streamflow.csv +391 -0
  15. testbeds/FF_2021_08_DC_ep001/01648000/testbed_summary.json +48 -0
  16. testbeds/FF_2021_08_DC_ep001/01648000/watershed.geojson +1 -0
  17. testbeds/FF_2021_08_DC_ep002/01648000/hwms_inside.csv +16 -0
  18. testbeds/FF_2021_08_DC_ep002/01648000/mrms_2min_precip_basin_mean.csv +959 -0
  19. testbeds/FF_2021_08_DC_ep002/01648000/streamflow.csv +393 -0
  20. testbeds/FF_2021_08_DC_ep002/01648000/testbed_summary.json +48 -0
  21. testbeds/FF_2021_08_DC_ep002/01648000/watershed.geojson +1 -0
  22. testbeds/FF_2021_08_DE_ep001/01480500/hwms_inside.csv +4 -0
  23. testbeds/FF_2021_08_DE_ep001/01480500/mrms_2min_precip_basin_mean.csv +1000 -0
  24. testbeds/FF_2021_08_DE_ep001/01480500/streamflow.csv +399 -0
  25. testbeds/FF_2021_08_DE_ep001/01480500/testbed_summary.json +48 -0
  26. testbeds/FF_2021_08_DE_ep001/01480500/watershed.geojson +1 -0
  27. testbeds/FF_2021_08_DE_ep001/01480617/hwms_inside.csv +7 -0
  28. testbeds/FF_2021_08_DE_ep001/01480617/mrms_2min_precip_basin_mean.csv +1000 -0
  29. testbeds/FF_2021_08_DE_ep001/01480617/streamflow.csv +398 -0
  30. testbeds/FF_2021_08_DE_ep001/01480617/testbed_summary.json +48 -0
  31. testbeds/FF_2021_08_DE_ep001/01480617/watershed.geojson +1 -0
  32. testbeds/FF_2021_08_DE_ep001/01480870/hwms_inside.csv +13 -0
  33. testbeds/FF_2021_08_DE_ep001/01480870/mrms_2min_precip_basin_mean.csv +1000 -0
  34. testbeds/FF_2021_08_DE_ep001/01480870/streamflow.csv +399 -0
  35. testbeds/FF_2021_08_DE_ep001/01480870/testbed_summary.json +48 -0
  36. testbeds/FF_2021_08_DE_ep001/01480870/watershed.geojson +1 -0
  37. testbeds/FF_2021_08_DE_ep001/01481000/hwms_inside.csv +51 -0
  38. testbeds/FF_2021_08_DE_ep001/01481000/mrms_2min_precip_basin_mean.csv +1000 -0
  39. testbeds/FF_2021_08_DE_ep001/01481000/streamflow.csv +399 -0
  40. testbeds/FF_2021_08_DE_ep001/01481000/testbed_summary.json +48 -0
  41. testbeds/FF_2021_08_DE_ep001/01481000/watershed.geojson +1 -0
  42. testbeds/FF_2021_08_DE_ep001/01481500/hwms_inside.csv +87 -0
  43. testbeds/FF_2021_08_DE_ep001/01481500/mrms_2min_precip_basin_mean.csv +1000 -0
  44. testbeds/FF_2021_08_DE_ep001/01481500/streamflow.csv +399 -0
  45. testbeds/FF_2021_08_DE_ep001/01481500/testbed_summary.json +48 -0
  46. testbeds/FF_2021_08_DE_ep001/01481500/watershed.geojson +1 -0
  47. testbeds/FF_2021_08_DE_ep001/01495000/hwms_inside.csv +10 -0
  48. testbeds/FF_2021_08_DE_ep001/01495000/mrms_2min_precip_basin_mean.csv +1000 -0
  49. testbeds/FF_2021_08_DE_ep001/01495000/streamflow.csv +399 -0
  50. testbeds/FF_2021_08_DE_ep001/01495000/testbed_summary.json +48 -0
testbeds/FF_2021_07_NJ_ep003/01473500/streamflow.csv ADDED
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[-74.713710021, 40.869724335], [-74.705005812, 40.87500869], [-74.703157155, 40.877879722], [-74.697155966, 40.875815326], [-74.691119038, 40.877577355], [-74.686759205, 40.880870858], [-74.684887547, 40.884980813], [-74.690489595, 40.887600328], [-74.686970932, 40.891809956], [-74.687655939, 40.893803853], [-74.682833683, 40.89642303], [-74.677481363, 40.896221146], [-74.675628548, 40.901282185], [-74.672532006, 40.903655107], [-74.665436243, 40.903714011], [-74.659108172, 40.899215694], [-74.655660827, 40.900345559], [-74.656209294, 40.904568575], [-74.652739229, 40.905076238], [-74.648231751, 40.9096471], [-74.644135845, 40.909773058], [-74.640477903, 40.915437648], [-74.634276221, 40.914714641], [-74.629865941, 40.916014661], [-74.628441537, 40.915610551], [-74.634764775, 40.909083742], [-74.632347823, 40.908181808], [-74.626975673, 40.900682147], [-74.609345465, 40.895892311], [-74.610914221, 40.892992301], [-74.60653159, 40.889085005], [-74.601216649, 40.889810517], [-74.600230816, 40.887192099], [-74.604613169, 40.883636251], [-74.604658305, 40.881726596], [-74.598673581, 40.879630946], [-74.603476861, 40.871158409], [-74.606888962, 40.869711658], [-74.611658968, 40.861735879], [-74.612761258, 40.852907839], [-74.604330735, 40.850394014], [-74.599915583, 40.844390369], [-74.595893671, 40.845335178], [-74.589118689, 40.841684104], [-74.58500204, 40.84316202], [-74.581364511, 40.840119417], [-74.573192095, 40.839992043], [-74.570230296, 40.83615542], [-74.573081397, 40.831683827], [-74.577649065, 40.828211619], [-74.583251499, 40.82696704], [-74.585336164, 40.823995962], [-74.591859928, 40.820851941], [-74.592074667, 40.81794077], [-74.601420465, 40.812319828], [-74.598372266, 40.804040994], [-74.604422909, 40.797576019], [-74.602115923, 40.794078815], [-74.594018413, 40.796255576], [-74.592265879, 40.798559851], [-74.58842459, 40.794670738], [-74.58430837, 40.788045153], [-74.584688562, 40.784895068], [-74.593161832, 40.778360617], [-74.599488306, 40.779312988], [-74.600459943, 40.773030948], [-74.592195981, 40.769593248], [-74.590935825, 40.767557805], [-74.592331349, 40.766022378], [-74.585527208, 40.766406769], [-74.582059933, 40.760424597], [-74.579321188, 40.759241255], [-74.58512029, 40.758311494], [-74.584025939, 40.75523084], [-74.598294357, 40.744784241], [-74.598812092, 40.743619129], [-74.596521709, 40.741611205], [-74.597647763, 40.739022786], [-74.595065368, 40.736656699], [-74.588744134, 40.735137579], [-74.582865434, 40.737682001], [-74.576283153, 40.73692046], [-74.570391655, 40.735348461], [-74.565361624, 40.73046397], [-74.567501449, 40.725884343], [-74.565983527, 40.712959498], [-74.574209921, 40.709774473], [-74.580953097, 40.702268323], [-74.593834755, 40.699896974], [-74.597898317, 40.697552543], [-74.600827831, 40.695050166], [-74.601606385, 40.690632338], [-74.614355095, 40.679024947], [-74.610414855, 40.67161442], [-74.613164694, 40.663542728], [-74.618230825, 40.658022218], [-74.619857076, 40.653246498], [-74.600472853, 40.642901706], [-74.597896638, 40.639383506], [-74.600637761, 40.63209108], [-74.614376307, 40.625745458], [-74.617506766, 40.62371794], [-74.617328697, 40.62216223], [-74.606952813, 40.60725832], [-74.58602747, 40.591113637], [-74.591790029, 40.583588283], [-74.590219392, 40.578982193], [-74.592480352, 40.576009828], [-74.588612384, 40.570674253], [-74.584360137, 40.567308619], [-74.579309892, 40.566328059], [-74.576107426, 40.561798593], [-74.576366057, 40.557733088], [-74.581386891, 40.553133774], [-74.582104181, 40.547099214], [-74.580931077, 40.545448535], [-74.583816227, 40.54185608], [-74.595474722, 40.543317388], [-74.603905273, 40.541549731]]]}, "properties": {}}]}
testbeds/FF_2021_07_PA_ep010/01402000/hwms_inside.csv ADDED
@@ -0,0 +1,12 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ff_episode_id,gage_id,hwm_id,hwm_lat,hwm_lon,hwm_elevation,hwm_vertical_datum,hwm_quality,hwm_quality_normalized,is_good_quality_hwm,hwm_event_name,hwm_event_date,hwm_survey_date,hwm_distance_to_gage_km,hwm_distance_to_centroid_km
2
+ FF_2021_07_PA_ep010,01402000,41432,40.414561,-74.664437,66.8,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,10.069,32.09792243736222
3
+ FF_2021_07_PA_ep010,01402000,41431,40.414561,-74.664437,67.0,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-23 04:00:00,10.069,32.09792243736222
4
+ FF_2021_07_PA_ep010,01402000,41427,40.4066,-74.675513,74.5,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,11.3582,31.15876319862672
5
+ FF_2021_07_PA_ep010,01402000,41428,40.406763,-74.675717,74.2,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,11.3589,31.14127156039986
6
+ FF_2021_07_PA_ep010,01402000,41429,40.407349,-74.676653,73.9,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,11.3747,31.061320069335583
7
+ FF_2021_07_PA_ep010,01402000,41421,40.406112,-74.680497,74.3,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,11.7103,30.73752495610848
8
+ FF_2021_07_PA_ep010,01402000,41426,40.406026,-74.68045,75.0,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,11.7136,30.74164242249925
9
+ FF_2021_07_PA_ep010,01402000,41423,40.406102,-74.681067,74.0,2.0,4,Poor,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,11.7476,30.689283092992948
10
+ FF_2021_07_PA_ep010,01402000,41424,40.406123,-74.681138,75.2,2.0,4,Poor,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,11.7506,30.683238583156573
11
+ FF_2021_07_PA_ep010,01402000,41422,40.406005,-74.681298,75.4,2.0,4,Poor,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,11.7694,30.66988286161686
12
+ FF_2021_07_PA_ep010,01402000,41420,40.404814,-74.681513,76.0,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,11.8699,30.653916685199658
testbeds/FF_2021_07_PA_ep010/01403060/hwms_inside.csv ADDED
@@ -0,0 +1,66 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ff_episode_id,gage_id,hwm_id,hwm_lat,hwm_lon,hwm_elevation,hwm_vertical_datum,hwm_quality,hwm_quality_normalized,is_good_quality_hwm,hwm_event_name,hwm_event_date,hwm_survey_date,hwm_distance_to_gage_km,hwm_distance_to_centroid_km
2
+ FF_2021_07_PA_ep010,01403060,41559,40.5439983,-74.5750548,44.6,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-19 04:00:00,2.3923,42.35078442087777
3
+ FF_2021_07_PA_ep010,01403060,41562,40.5432976,-74.5759919,44.4,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-19 04:00:00,2.4933,42.24933210866761
4
+ FF_2021_07_PA_ep010,01403060,41564,40.5429445,-74.5761576,44.4,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-19 04:00:00,2.5203,42.22249792598669
5
+ FF_2021_07_PA_ep010,01403060,41558,40.5426209,-74.5779218,44.6,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-20 04:00:00,2.6724,42.07024277913936
6
+ FF_2021_07_PA_ep010,01403060,41557,40.542482,-74.5787127,44.2,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-20 04:00:00,2.7404,42.00222840119832
7
+ FF_2021_07_PA_ep010,01403060,41571,40.5437881,-74.5809339,41.0,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-20 04:00:00,2.8724,41.877640343425874
8
+ FF_2021_07_PA_ep010,01403060,41569,40.5436428,-74.5811374,41.0,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-20 04:00:00,2.8935,41.85583885815145
9
+ FF_2021_07_PA_ep010,01403060,41521,40.549627,-74.585476,47.2,2.0,4,Poor,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-20 04:00:00,3.1425,41.755269476172096
10
+ FF_2021_07_PA_ep010,01403060,41522,40.548941,-74.58582,46.5,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-20 04:00:00,3.1764,41.70003838627927
11
+ FF_2021_07_PA_ep010,01403060,41523,40.549187,-74.586376,49.2,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-20 04:00:00,3.2213,41.666511156590936
12
+ FF_2021_07_PA_ep010,01403060,41551,40.53877,-74.583674,44.5,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-19 04:00:00,3.2864,41.465836368330976
13
+ FF_2021_07_PA_ep010,01403060,41555,40.538,-74.584385,44.6,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-19 04:00:00,3.3772,41.37999681090901
14
+ FF_2021_07_PA_ep010,01403060,41529,40.542779,-74.588841,44.5,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-19 04:00:00,3.5458,41.21327695250136
15
+ FF_2021_07_PA_ep010,01403060,41527,40.542756,-74.588981,44.5,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-19 04:00:00,3.5579,41.20131396573882
16
+ FF_2021_07_PA_ep010,01403060,41526,40.542854,-74.589487,44.5,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-19 04:00:00,3.5964,41.16527920896575
17
+ FF_2021_07_PA_ep010,01403060,41534,40.5394404,-74.590624,44.7,2.0,4,Poor,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-19 04:00:00,3.8018,40.94099505567858
18
+ FF_2021_07_PA_ep010,01403060,41531,40.5396205,-74.5910767,44.5,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-19 04:00:00,3.831,40.91219944096306
19
+ FF_2021_07_PA_ep010,01403060,41533,40.539036,-74.5910026,44.5,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-19 04:00:00,3.8473,40.89528167310964
20
+ FF_2021_07_PA_ep010,01403060,41543,40.5381957,-74.5905818,44.4,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-19 04:00:00,3.8479,40.89603197839
21
+ FF_2021_07_PA_ep010,01403060,41560,40.536543,-74.589907,44.6,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-20 04:00:00,3.8684,40.88609184766731
22
+ FF_2021_07_PA_ep010,01403060,41547,40.5382866,-74.5909422,44.4,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-19 04:00:00,3.8724,40.87099197738759
23
+ FF_2021_07_PA_ep010,01403060,41563,40.536159,-74.590331,44.6,2.0,4,Poor,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-20 04:00:00,3.9189,40.83779525086474
24
+ FF_2021_07_PA_ep010,01403060,41572,40.5500454,-74.5948264,49.0,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-20 04:00:00,3.93,41.04019559020704
25
+ FF_2021_07_PA_ep010,01403060,41573,40.550022,-74.595333,49.6,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-20 04:00:00,3.9728,40.99959397848289
26
+ FF_2021_07_PA_ep010,01403060,41575,40.551451,-74.608948,51.5,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-20 04:00:00,5.1214,39.99945142925815
27
+ FF_2021_07_PA_ep010,01403060,41574,40.551974,-74.609347,51.5,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-20 04:00:00,5.1558,39.99131633076009
28
+ FF_2021_07_PA_ep010,01403060,41568,40.5750407,-74.6038222,56.5,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,5.3899,41.48747731596233
29
+ FF_2021_07_PA_ep010,01403060,41570,40.5748874,-74.6047935,56.2,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,5.4532,41.40634895485557
30
+ FF_2021_07_PA_ep010,01403060,41567,40.5759824,-74.6043479,56.4,2.0,5,VeryPoor,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,5.4807,41.49401864873285
31
+ FF_2021_07_PA_ep010,01403060,41565,40.5714985,-74.6084614,51.0,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,5.5623,40.96241047842792
32
+ FF_2021_07_PA_ep010,01403060,41583,40.577916,-74.6041052,59.1,2.0,4,Poor,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,5.5748,41.60823314073719
33
+ FF_2021_07_PA_ep010,01403060,41582,40.5775773,-74.6048398,58.7,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,5.6075,41.53589549904429
34
+ FF_2021_07_PA_ep010,01403060,41566,40.5721339,-74.6086887,51.6,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,5.6089,40.97612392103042
35
+ FF_2021_07_PA_ep010,01403060,41581,40.5782819,-74.6046812,58.8,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,5.6377,41.58300068092937
36
+ FF_2021_07_PA_ep010,01403060,41578,40.5743302,-74.6132166,54.9,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,6.0586,40.74162818349442
37
+ FF_2021_07_PA_ep010,01403060,41579,40.5746297,-74.6142047,56.4,2.0,4,Poor,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,6.1483,40.68196905484219
38
+ FF_2021_07_PA_ep010,01403060,41576,40.5746304,-74.6143851,56.5,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,6.1621,40.66839167754435
39
+ FF_2021_07_PA_ep010,01403060,41550,40.5769091,-74.616271,58.3,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,6.4159,40.64104169303511
40
+ FF_2021_07_PA_ep010,01403060,41549,40.5769661,-74.6163132,58.3,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,6.4219,40.64075960419227
41
+ FF_2021_07_PA_ep010,01403060,41548,40.5774742,-74.6170183,58.4,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,6.5005,40.61360213898509
42
+ FF_2021_07_PA_ep010,01403060,41431,40.414561,-74.664437,67.0,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-23 04:00:00,18.0822,32.09792243736222
43
+ FF_2021_07_PA_ep010,01403060,41432,40.414561,-74.664437,66.8,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,18.0822,32.09792243736222
44
+ FF_2021_07_PA_ep010,01403060,41429,40.407349,-74.676653,73.9,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,19.3218,31.061320069335583
45
+ FF_2021_07_PA_ep010,01403060,41428,40.406763,-74.675717,74.2,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,19.3316,31.14127156039986
46
+ FF_2021_07_PA_ep010,01403060,41427,40.4066,-74.675513,74.5,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,19.337,31.15876319862672
47
+ FF_2021_07_PA_ep010,01403060,41421,40.406112,-74.680497,74.3,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,19.6192,30.73752495610848
48
+ FF_2021_07_PA_ep010,01403060,41426,40.406026,-74.68045,75.0,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,19.6248,30.74164242249925
49
+ FF_2021_07_PA_ep010,01403060,41423,40.406102,-74.681067,74.0,2.0,4,Poor,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,19.6477,30.689283092992948
50
+ FF_2021_07_PA_ep010,01403060,41424,40.406123,-74.681138,75.2,2.0,4,Poor,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,19.6492,30.683238583156573
51
+ FF_2021_07_PA_ep010,01403060,41422,40.406005,-74.681298,75.4,2.0,4,Poor,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,19.6677,30.66988286161686
52
+ FF_2021_07_PA_ep010,01403060,41420,40.404814,-74.681513,76.0,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,19.7869,30.653916685199658
53
+ FF_2021_07_PA_ep010,01403060,41482,40.5032457,-74.8647522,179.0,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-25 04:00:00,27.2679,18.347830282215824
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+ FF_2021_07_PA_ep010,01403060,41481,40.5031402,-74.8649775,178.8,2.0,4,Poor,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-25 04:00:00,27.2889,18.325473848115603
55
+ FF_2021_07_PA_ep010,01403060,41480,40.5032483,-74.8653476,179.1,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-25 04:00:00,27.3172,18.306142291702127
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+ FF_2021_07_PA_ep010,01403060,41477,40.5039254,-74.8656085,179.4,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-25 04:00:00,27.3242,18.32986217447735
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+ FF_2021_07_PA_ep010,01403060,41450,40.634067,-74.908528,190.1,2.0,4,Poor,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,31.7817,27.30458781509929
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+ FF_2021_07_PA_ep010,01403060,41452,40.63427,-74.908625,190.0,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,31.796,27.321581291995727
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+ FF_2021_07_PA_ep010,01403060,41449,40.634414,-74.909048,190.0,2.0,4,Poor,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,31.8348,27.32103684866271
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+ FF_2021_07_PA_ep010,01403060,41451,40.634613,-74.909072,189.7,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,31.8431,27.340254069241272
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+ FF_2021_07_PA_ep010,01403060,41458,40.637314,-74.908374,195.5,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,31.8752,27.637576367655488
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+ FF_2021_07_PA_ep010,01403060,41457,40.637265,-74.908667,194.4,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,31.8972,27.6222876971086
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+ FF_2021_07_PA_ep010,01403060,41456,40.63738,-74.908738,193.9,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,31.9067,27.631403770897947
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+ FF_2021_07_PA_ep010,01403060,41455,40.63834,-74.91196,196.4,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,32.1981,27.616435835444967
65
+ FF_2021_07_PA_ep010,01403060,41453,40.638451,-74.912025,196.5,2.0,1,Excellent,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,32.207,27.625470015701094
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+ FF_2021_07_PA_ep010,01403060,41454,40.63841,-74.912079,196.5,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,32.21,27.61944998125715
testbeds/FF_2021_07_PA_ep010/01403060/mrms_2min_precip_basin_mean.csv ADDED
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testbeds/FF_2021_07_PA_ep010/01403060/testbed_summary.json ADDED
@@ -0,0 +1,48 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
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+ "ff_episode_id": "FF_2021_07_PA_ep010",
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+ "gage_id": "01403060",
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+ "station_name": "Raritan River below Calco Dam at Bound Brook NJ",
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+ "gage_lat": 40.55111111,
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+ "year": 2021,
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+ "primary_state_abbrev": "PA",
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+ "flood_causes": "Heavy Rain",
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+ "deaths_direct": 0,
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+ "basin_max_precip_mm_hr": 24.2,
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+ "basin_total_precip_mm": 40.2,
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+ "precip_to_peak_lag_hr": 11.33,
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+ "unit_peak_q_cms_km2": 0.0532,
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+ "flash_flood_class": "flash_flood",
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+ "is_strict_flash_flood": true,
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+ "rise_threshold_cfs": 1150.75,
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+ "rise_metric_method": "baseline_plus_025_rise",
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+ "metric_status": "ok",
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+ "metric_reason_codes": "ok",
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+ "lag_gate_pass": true
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+ }
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testbeds/FF_2021_07_PA_ep010/01473500/hwms_inside.csv ADDED
@@ -0,0 +1,49 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ff_episode_id,gage_id,hwm_id,hwm_lat,hwm_lon,hwm_elevation,hwm_vertical_datum,hwm_quality,hwm_quality_normalized,is_good_quality_hwm,hwm_event_name,hwm_event_date,hwm_survey_date,hwm_distance_to_gage_km,hwm_distance_to_centroid_km
2
+ FF_2021_07_PA_ep010,01473500,41396,40.11607,-75.35568,77.0,2.0,1,Excellent,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-09 04:00:00,0.0679,41.95475397315644
3
+ FF_2021_07_PA_ep010,01473500,41416,40.119369,-75.387312,,,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-12 04:00:00,2.6868,43.421976961986005
4
+ FF_2021_07_PA_ep010,01473500,41417,40.11946,-75.38897,78.9,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-12 04:00:00,2.8276,43.50891910779536
5
+ FF_2021_07_PA_ep010,01473500,41415,40.11302,-75.41032,79.9,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-12 04:00:00,4.6184,45.266158972159324
6
+ FF_2021_07_PA_ep010,01473500,41069,40.133651,-75.443033,100.6,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-14 04:00:00,7.6595,45.64056100795864
7
+ FF_2021_07_PA_ep010,01473500,41070,40.1434079,-75.4463745,103.3,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-14 04:00:00,8.2754,45.13177517672656
8
+ FF_2021_07_PA_ep010,01473500,41071,40.1483729,-75.4452432,,,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,,8.4105,44.69828289585323
9
+ FF_2021_07_PA_ep010,01473500,41072,40.1539106,-75.455156,110.2,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-14 04:00:00,9.4385,44.94927203880757
10
+ FF_2021_07_PA_ep010,01473500,41074,40.169368,-75.46008,117.4,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-14 04:00:00,10.6728,44.21380000862325
11
+ FF_2021_07_PA_ep010,01473500,41076,40.168883,-75.4605489,,,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,,10.6758,44.2781493504331
12
+ FF_2021_07_PA_ep010,01473500,41075,40.1686114,-75.4611387,,,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,,10.7008,44.33632293539399
13
+ FF_2021_07_PA_ep010,01473500,41078,40.1843537,-75.4457807,124.2,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,10.7985,42.24273544948262
14
+ FF_2021_07_PA_ep010,01473500,41077,40.183941,-75.4465106,122.7,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-14 04:00:00,10.81,42.3198750313245
15
+ FF_2021_07_PA_ep010,01473500,41073,40.1697218,-75.463665,117.0,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-14 04:00:00,10.948,44.433116906091065
16
+ FF_2021_07_PA_ep010,01473500,41081,40.1831326,-75.4500075,,,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,,10.9615,42.61244642567049
17
+ FF_2021_07_PA_ep010,01473500,41080,40.1843575,-75.4500866,123.5,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-14 04:00:00,11.0601,42.53745341839984
18
+ FF_2021_07_PA_ep010,01473500,41079,40.187038,-75.4496856,124.8,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-14 04:00:00,11.2441,42.334852689476826
19
+ FF_2021_07_PA_ep010,01473500,41392,40.12016,-75.49188,97.8,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-09 04:00:00,11.5562,49.75059302667548
20
+ FF_2021_07_PA_ep010,01473500,41394,40.12248,-75.49368,96.9,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-09 04:00:00,11.723,49.70098395181274
21
+ FF_2021_07_PA_ep010,01473500,41395,40.12248,-75.49368,96.9,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-09 04:00:00,11.723,49.70098395181274
22
+ FF_2021_07_PA_ep010,01473500,41082,40.2012165,-75.4485863,128.2,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,12.3486,41.35477853739516
23
+ FF_2021_07_PA_ep010,01473500,41083,40.2012385,-75.452219,126.3,2.0,4,Poor,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,12.5492,41.609201425771325
24
+ FF_2021_07_PA_ep010,01473500,41085,40.2089491,-75.4488491,131.3,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,13.0365,40.89696983668865
25
+ FF_2021_07_PA_ep010,01473500,41084,40.2092894,-75.4519511,131.0,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,13.2273,41.09615301178057
26
+ FF_2021_07_PA_ep010,01473500,41086,40.2161222,-75.450778,132.4,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,13.7752,40.60047204759199
27
+ FF_2021_07_PA_ep010,01473500,41087,40.2163216,-75.4525499,,,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,,13.8816,40.71569879523901
28
+ FF_2021_07_PA_ep010,01473500,41088,40.2235889,-75.453078,135.9,2.0,4,Poor,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,14.5667,40.32815924293038
29
+ FF_2021_07_PA_ep010,01473500,41091,40.229249,-75.451655,135.0,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,15.0241,39.900941390664265
30
+ FF_2021_07_PA_ep010,01473500,41089,40.2402996,-75.4560053,140.2,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,16.2613,39.6128828800921
31
+ FF_2021_07_PA_ep010,01473500,41090,40.240714,-75.455777,140.3,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,16.2905,39.57371528392004
32
+ FF_2021_07_PA_ep010,01473500,41231,40.24796,-75.45521,143.7,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-10 04:00:00,16.9598,39.14988901332851
33
+ FF_2021_07_PA_ep010,01473500,41268,40.25827,-75.4289,163.2,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-10 04:00:00,17.0312,36.64013822765151
34
+ FF_2021_07_PA_ep010,01473500,41057,40.258647,-75.428687,163.2,2.0,1,Excellent,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-10 04:00:00,17.0637,36.60462175016213
35
+ FF_2021_07_PA_ep010,01473500,41236,40.24929,-75.45532,144.0,2.0,1,Excellent,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-10 04:00:00,17.0929,39.08951469132352
36
+ FF_2021_07_PA_ep010,01473500,41267,40.25643,-75.44556,152.5,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-10 04:00:00,17.4102,37.989286671151056
37
+ FF_2021_07_PA_ep010,01473500,41171,40.25321,-75.45831,146.4,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,17.5972,39.11606477291575
38
+ FF_2021_07_PA_ep010,01473500,41172,40.25655,-75.46016,147.7,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,17.9978,39.09066626785296
39
+ FF_2021_07_PA_ep010,01473500,41173,40.26109,-75.46147,150.3,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,18.4926,38.97047396812621
40
+ FF_2021_07_PA_ep010,01473500,41056,40.356503,-75.310861,307.6,2.0,1,Excellent,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-09 04:00:00,27.0661,23.2434245856341
41
+ FF_2021_07_PA_ep010,01473500,41391,40.35694,-75.30752,,,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-09 04:00:00,27.1558,22.95753522622545
42
+ FF_2021_07_PA_ep010,01473500,41390,40.35844,-75.30878,308.9,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-09 04:00:00,27.3048,23.017206485994443
43
+ FF_2021_07_PA_ep010,01473500,41389,40.35967,-75.30856,309.5,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-09 04:00:00,27.4428,22.96448576979453
44
+ FF_2021_07_PA_ep010,01473500,41388,40.35971,-75.30592,309.5,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-09 04:00:00,27.481,22.74689879274453
45
+ FF_2021_07_PA_ep010,01473500,41386,40.366426,-75.299486,311.4,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-09 04:00:00,28.3066,22.038271941286936
46
+ FF_2021_07_PA_ep010,01473500,41385,40.367022,-75.299355,311.1,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-09 04:00:00,28.3738,22.012487437099946
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+ FF_2021_07_PA_ep010,01473500,41387,40.36901,-75.29281,312.9,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-09 04:00:00,28.6905,21.422716550574663
48
+ FF_2021_07_PA_ep010,01473500,41384,40.38183,-75.27297,325.4,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-09 04:00:00,30.4376,19.49609922725164
49
+ FF_2021_07_PA_ep010,01473500,41393,40.38183,-75.27297,325.4,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-09 04:00:00,30.4376,19.49609922725164
testbeds/FF_2021_07_PA_ep010/01473500/mrms_2min_precip_basin_mean.csv ADDED
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testbeds/FF_2021_08_DC_ep001/01648000/hwms_inside.csv ADDED
@@ -0,0 +1,16 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ff_episode_id,gage_id,hwm_id,hwm_lat,hwm_lon,hwm_elevation,hwm_vertical_datum,hwm_quality,hwm_quality_normalized,is_good_quality_hwm,hwm_event_name,hwm_event_date,hwm_survey_date,hwm_distance_to_gage_km,hwm_distance_to_centroid_km
2
+ FF_2021_08_DC_ep001,01648000,41253,39.0707,-77.11098086,303.04,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-13 04:00:00,12.5233,12.06654436079294
3
+ FF_2021_08_DC_ep001,01648000,41252,39.0720023,-77.1113534,303.18,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-13 04:00:00,12.6654,12.209769985452525
4
+ FF_2021_08_DC_ep001,01648000,41260,39.071333,-77.114338,277.59,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-13 04:00:00,12.7285,12.265622095988984
5
+ FF_2021_08_DC_ep001,01648000,41259,39.071579,-77.113819,269.04,2.0,4,Poor,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-13 04:00:00,12.7296,12.26816970416493
6
+ FF_2021_08_DC_ep001,01648000,41262,39.071584,-77.11389,270.24,2.0,4,Poor,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-13 04:00:00,12.7332,12.271584064157675
7
+ FF_2021_08_DC_ep001,01648000,41263,39.071478,-77.114293,276.84,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-13 04:00:00,12.7405,12.277895125381477
8
+ FF_2021_08_DC_ep001,01648000,41261,39.071276,-77.11476,280.38,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-13 04:00:00,12.7415,12.277635352090847
9
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10
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+ FF_2021_08_DC_ep001,01648000,41264,39.0734178,-77.1132078,314.64,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-13 04:00:00,12.8809,12.423513380776148
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testbeds/FF_2021_08_DC_ep001/01648000/mrms_2min_precip_basin_mean.csv ADDED
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testbeds/FF_2021_08_DC_ep001/01648000/testbed_summary.json ADDED
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+ {
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+ "primary_state_abbrev": "DC",
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testbeds/FF_2021_08_DC_ep001/01648000/watershed.geojson ADDED
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testbeds/FF_2021_08_DC_ep002/01648000/hwms_inside.csv ADDED
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1
+ ff_episode_id,gage_id,hwm_id,hwm_lat,hwm_lon,hwm_elevation,hwm_vertical_datum,hwm_quality,hwm_quality_normalized,is_good_quality_hwm,hwm_event_name,hwm_event_date,hwm_survey_date,hwm_distance_to_gage_km,hwm_distance_to_centroid_km
2
+ FF_2021_08_DC_ep002,01648000,41253,39.0707,-77.11098086,303.04,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-13 04:00:00,12.5233,13.829419584122997
3
+ FF_2021_08_DC_ep002,01648000,41252,39.0720023,-77.1113534,303.18,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-13 04:00:00,12.6654,13.976285251928406
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+ FF_2021_08_DC_ep002,01648000,41260,39.071333,-77.114338,277.59,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-13 04:00:00,12.7285,13.999628527013472
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+ FF_2021_08_DC_ep002,01648000,41259,39.071579,-77.113819,269.04,2.0,4,Poor,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-13 04:00:00,12.7296,14.008616276245537
6
+ FF_2021_08_DC_ep002,01648000,41262,39.071584,-77.11389,270.24,2.0,4,Poor,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-13 04:00:00,12.7332,14.011375331656716
7
+ FF_2021_08_DC_ep002,01648000,41263,39.071478,-77.114293,276.84,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-13 04:00:00,12.7405,14.013183969827352
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+ FF_2021_08_DC_ep002,01648000,41261,39.071276,-77.11476,280.38,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-13 04:00:00,12.7415,14.007226511444088
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+ FF_2021_08_DC_ep002,01648000,41265,39.0731786,-77.1129038,314.62,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-13 04:00:00,12.8449,14.145974097774898
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+ FF_2021_08_DC_ep002,01648000,41266,39.0733334,-77.1129707,314.59,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-13 04:00:00,12.8627,14.16411504307382
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+ FF_2021_08_DC_ep002,01648000,41264,39.0734178,-77.1132078,314.64,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-13 04:00:00,12.8809,14.180186209509822
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testbeds/FF_2021_08_DE_ep001/01480500/hwms_inside.csv ADDED
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1
+ ff_episode_id,gage_id,hwm_id,hwm_lat,hwm_lon,hwm_elevation,hwm_vertical_datum,hwm_quality,hwm_quality_normalized,is_good_quality_hwm,hwm_event_name,hwm_event_date,hwm_survey_date,hwm_distance_to_gage_km,hwm_distance_to_centroid_km
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testbeds/FF_2021_08_DE_ep001/01480500/mrms_2min_precip_basin_mean.csv ADDED
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testbeds/FF_2021_08_DE_ep001/01480500/watershed.geojson ADDED
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testbeds/FF_2021_08_DE_ep001/01480617/hwms_inside.csv ADDED
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+ ff_episode_id,gage_id,hwm_id,hwm_lat,hwm_lon,hwm_elevation,hwm_vertical_datum,hwm_quality,hwm_quality_normalized,is_good_quality_hwm,hwm_event_name,hwm_event_date,hwm_survey_date,hwm_distance_to_gage_km,hwm_distance_to_centroid_km
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testbeds/FF_2021_08_DE_ep001/01480617/watershed.geojson ADDED
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testbeds/FF_2021_08_DE_ep001/01480870/hwms_inside.csv ADDED
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+ {
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+ "station_name": "East Branch Brandywine Creek below Downingtown, PA",
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testbeds/FF_2021_08_DE_ep001/01480870/watershed.geojson ADDED
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testbeds/FF_2021_08_DE_ep001/01481000/hwms_inside.csv ADDED
@@ -0,0 +1,51 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ff_episode_id,gage_id,hwm_id,hwm_lat,hwm_lon,hwm_elevation,hwm_vertical_datum,hwm_quality,hwm_quality_normalized,is_good_quality_hwm,hwm_event_name,hwm_event_date,hwm_survey_date,hwm_distance_to_gage_km,hwm_distance_to_centroid_km
2
+ FF_2021_08_DE_ep001,01481000,41050,39.87027,-75.5930785,171.3,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-14 04:00:00,0.0511,22.93832142681322
3
+ FF_2021_08_DE_ep001,01481000,41052,39.8719228,-75.594194,171.7,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-14 04:00:00,0.2456,23.06365923094407
4
+ FF_2021_08_DE_ep001,01481000,41055,39.8708976,-75.5960642,170.8,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-14 04:00:00,0.2668,22.892856510661183
5
+ FF_2021_08_DE_ep001,01481000,41051,39.871887,-75.595862,171.8,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-14 04:00:00,0.3184,22.999932005244613
6
+ FF_2021_08_DE_ep001,01481000,41053,39.872729,-75.590905,,,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,,0.3797,23.265066408807566
7
+ FF_2021_08_DE_ep001,01481000,41118,39.8744573,-75.592665,172.1,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,0.5167,23.374219257171767
8
+ FF_2021_08_DE_ep001,01481000,41132,39.8727992,-75.5980728,171.7,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,0.5266,23.01378100695264
9
+ FF_2021_08_DE_ep001,01481000,41120,39.8781555,-75.5976822,173.4,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,0.9994,23.571338660390108
10
+ FF_2021_08_DE_ep001,01481000,41119,39.8792644,-75.599424,,,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,,1.1732,23.62501265073174
11
+ FF_2021_08_DE_ep001,01481000,41121,39.885929,-75.6053644,175.4,2.0,4,Poor,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,2.0664,24.11689749463741
12
+ FF_2021_08_DE_ep001,01481000,41133,39.8848073,-75.6111593,175.9,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,2.2594,23.82318065340873
13
+ FF_2021_08_DE_ep001,01481000,41122,39.8871877,-75.6073167,,,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,,2.2721,24.18691664871786
14
+ FF_2021_08_DE_ep001,01481000,41123,39.8896857,-75.6094072,,,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,,2.6021,24.38367659619493
15
+ FF_2021_08_DE_ep001,01481000,41124,39.8907304,-75.611743,176.7,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,2.8083,24.42417848587198
16
+ FF_2021_08_DE_ep001,01481000,41125,39.894928,-75.6136226,177.7,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,3.2871,24.810633281763003
17
+ FF_2021_08_DE_ep001,01481000,41135,39.8966882,-75.6239598,178.9,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,3.9722,24.72268785424245
18
+ FF_2021_08_DE_ep001,01481000,41129,39.90054,-75.6250847,,,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,,4.3625,25.104945898218656
19
+ FF_2021_08_DE_ep001,01481000,41131,39.9004513,-75.6254984,180.9,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,4.3768,25.085453026679588
20
+ FF_2021_08_DE_ep001,01481000,41128,39.90253,-75.62275,181.2,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,4.4214,25.374131902503464
21
+ FF_2021_08_DE_ep001,01481000,41137,39.9021332,-75.6268335,181.5,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,4.594,25.23297986923602
22
+ FF_2021_08_DE_ep001,01481000,41141,39.9087356,-75.6231947,182.5,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,5.0234,26.02461731742919
23
+ FF_2021_08_DE_ep001,01481000,41138,39.9133873,-75.6311207,184.4,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,5.8213,26.34294090205381
24
+ FF_2021_08_DE_ep001,01481000,41143,39.9152686,-75.6282319,184.6,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,5.8674,26.608120953459853
25
+ FF_2021_08_DE_ep001,01481000,41226,39.96922,-75.67104,,,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,,12.8891,31.86659404927456
26
+ FF_2021_08_DE_ep001,01481000,41214,39.99414,-75.69721,231.0,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-13 04:00:00,16.4199,34.48883021393009
27
+ FF_2021_08_DE_ep001,01481000,41215,39.99453,-75.69834,231.6,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-13 04:00:00,16.5085,34.52957244678356
28
+ FF_2021_08_DE_ep001,01481000,41216,39.9956,-75.70055,232.5,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-13 04:00:00,16.7109,34.64420847822986
29
+ FF_2021_08_DE_ep001,01481000,41166,39.9444898,-75.7748482,250.2,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,17.573,29.500098049715856
30
+ FF_2021_08_DE_ep001,01481000,41217,40.00161,-75.70904,237.0,2.0,1,Excellent,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-13 04:00:00,17.6678,35.30551309201255
31
+ FF_2021_08_DE_ep001,01481000,41164,39.9457853,-75.7764082,,,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,17.7583,29.66717147224586
32
+ FF_2021_08_DE_ep001,01481000,41218,40.00785,-75.70495,241.5,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-13 04:00:00,18.0609,36.00078100111028
33
+ FF_2021_08_DE_ep001,01481000,41163,39.9502268,-75.7791028,257.1,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,18.1978,30.19667097561813
34
+ FF_2021_08_DE_ep001,01481000,41219,40.01047,-75.70586,241.9,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-13 04:00:00,18.3495,36.29149808446484
35
+ FF_2021_08_DE_ep001,01481000,41222,40.01361,-75.70434,243.8,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-13 04:00:00,18.5814,36.64173074908036
36
+ FF_2021_08_DE_ep001,01481000,41221,40.01539,-75.70383,248.2,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-13 04:00:00,18.73,36.84011310315992
37
+ FF_2021_08_DE_ep001,01481000,41162,39.956702,-75.7849474,,,4,Poor,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,18.9889,31.003523720812595
38
+ FF_2021_08_DE_ep001,01481000,41220,40.0177,-75.70508,251.5,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-13 04:00:00,19.0056,37.09591469388401
39
+ FF_2021_08_DE_ep001,01481000,41165,39.9561422,-75.785806,264.5,2.0,4,Poor,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-17 04:00:00,19.0206,30.9581883544727
40
+ FF_2021_08_DE_ep001,01481000,41223,40.0203,-75.70555,255.1,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-13 04:00:00,19.276,37.38470139477656
41
+ FF_2021_08_DE_ep001,01481000,41161,39.9613602,-75.7973787,,,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,,20.1649,31.74646717109295
42
+ FF_2021_08_DE_ep001,01481000,41158,39.9617603,-75.7985934,273.7,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,20.2768,31.81454071695578
43
+ FF_2021_08_DE_ep001,01481000,41160,39.961223,-75.8006155,275.9,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,20.3961,31.798759784167466
44
+ FF_2021_08_DE_ep001,01481000,41159,39.9614684,-75.8014694,276.4,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,20.4728,31.843264731841945
45
+ FF_2021_08_DE_ep001,01481000,41157,39.9623483,-75.8012907,275.9,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-18 04:00:00,20.5084,31.93424302209632
46
+ FF_2021_08_DE_ep001,01481000,41156,39.9629995,-75.8027961,277.2,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,20.6557,32.03639928859361
47
+ FF_2021_08_DE_ep001,01481000,41225,40.03522,-75.70803,270.8,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-13 04:00:00,20.8303,39.04280452600333
48
+ FF_2021_08_DE_ep001,01481000,41224,40.04049,-75.70718,273.8,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-13 04:00:00,21.3162,39.628972263811725
49
+ FF_2021_08_DE_ep001,01481000,41155,39.9830578,-75.8245881,312.8,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-17 04:00:00,23.4011,34.68411712474089
50
+ FF_2021_08_DE_ep001,01481000,41154,39.9844502,-75.8262386,314.2,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-17 04:00:00,23.6029,34.87280685172845
51
+ FF_2021_08_DE_ep001,01481000,41144,39.986379,-75.827364,316.5,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-17 04:00:00,23.7996,35.105832880991905
testbeds/FF_2021_08_DE_ep001/01481000/mrms_2min_precip_basin_mean.csv ADDED
@@ -0,0 +1,1000 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ datetime_utc,precip_rate_mm_hr
2
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40.07618169], [-75.940108691, 40.077477615], [-75.946321287, 40.084458996], [-75.953672576, 40.081678349], [-75.961731354, 40.083697593], [-75.965079577, 40.082950371], [-75.9682048, 40.087868043], [-75.981896183, 40.091128488], [-75.987007193, 40.097229915], [-75.965923923, 40.098667673], [-75.963777414, 40.103613681], [-75.956388253, 40.104063738], [-75.952441747, 40.107133838], [-75.941066496, 40.110149363], [-75.932301562, 40.116592939], [-75.898466575, 40.125571671], [-75.884547662, 40.12723288], [-75.871956602, 40.130981251], [-75.87080704, 40.132782691], [-75.863047033, 40.134693391], [-75.85182345, 40.140322424], [-75.846691002, 40.141078368], [-75.841179364, 40.13457617], [-75.830071881, 40.13583875], [-75.825875249, 40.133459964], [-75.81210379, 40.131133705], [-75.807793609, 40.134352219], [-75.805498786, 40.134296771], [-75.804826122, 40.143173428], [-75.800311215, 40.146666754], [-75.794995341, 40.143001564], [-75.791224668, 40.142982878], [-75.789351481, 40.14476462], [-75.786494961, 40.14208994], [-75.777600743, 40.139937532], [-75.772927409, 40.143602221], [-75.768272762, 40.139556465], [-75.760566876, 40.142269636], [-75.761792866, 40.138688707], [-75.760330204, 40.136760532], [-75.749149898, 40.137808558], [-75.746571255, 40.131916161], [-75.744010007, 40.130394921], [-75.740631911, 40.132035375], [-75.738277177, 40.131377094], [-75.735619899, 40.126276253], [-75.729389114, 40.121580611], [-75.710552085, 40.128330769], [-75.696168991, 40.123950671], [-75.693227257, 40.118112621], [-75.695972995, 40.116068106], [-75.692352188, 40.113597316], [-75.691823627, 40.110738781], [-75.692016895, 40.109021566], [-75.69842602, 40.105686448], [-75.694850371, 40.09862089], [-75.697509388, 40.095059651], [-75.688659867, 40.09038857], [-75.691237978, 40.088746076], [-75.692235937, 40.085000813], [-75.691107985, 40.082569656], [-75.693566214, 40.080632491], [-75.693128158, 40.077104896], [-75.683733392, 40.074593566], [-75.68379649, 40.070686663], [-75.67820729, 40.068401005], [-75.670864301, 40.070138788], [-75.6657365, 40.069345246], [-75.660974277, 40.062712812], [-75.655542802, 40.064137012], [-75.656714651, 40.058434871], [-75.660986401, 40.057115891], [-75.661632559, 40.053079705], [-75.653750461, 40.05332463], [-75.6518226, 40.055388725], [-75.645676867, 40.055197773], [-75.643502239, 40.057270519], [-75.625535697, 40.046057012], [-75.60038809, 40.056445596], [-75.589660869, 40.052943777], [-75.586484551, 40.046757826], [-75.587145589, 40.044765272], [-75.582675068, 40.039427965], [-75.582555142, 40.032248626], [-75.578477409, 40.022966643], [-75.584464715, 40.020362663], [-75.584327436, 40.018541608], [-75.587132875, 40.015623155], [-75.595468865, 40.012952893], [-75.603887381, 40.012901236], [-75.60491661, 40.010298189], [-75.601995795, 40.004368812], [-75.608550731, 40.000515238], [-75.60513061, 39.998300595], [-75.602513183, 39.998471272], [-75.602484837, 39.995132176], [-75.600682345, 39.992676294], [-75.597676659, 39.992209141], [-75.590714442, 39.982691233], [-75.587897593, 39.981237937], [-75.586779387, 39.976650797], [-75.594702025, 39.973669185], [-75.597015092, 39.975178516], [-75.600536327, 39.973503138], [-75.602772859, 39.970838976], [-75.600757862, 39.970378635], [-75.601564415, 39.966483456], [-75.604013451, 39.964692468], [-75.603401243, 39.962453998], [-75.60571794, 39.960040709], [-75.605275631, 39.958077503], [-75.60089197, 39.957815678], [-75.59711286, 39.953416531], [-75.592874014, 39.952653722], [-75.592302411, 39.945662638], [-75.594297066, 39.943520859], [-75.587741564, 39.938676412], [-75.588584203, 39.931458183], [-75.583849688, 39.927373912], [-75.584073586, 39.923713502], [-75.578463489, 39.921644661], [-75.577761694, 39.916915151], [-75.566216171, 39.913516963], [-75.568578625, 39.910709522], [-75.565890268, 39.90809678], [-75.565459493, 39.905059314], [-75.568156308, 39.901779409], [-75.568034428, 39.897436686], [-75.565618887, 39.896488569], [-75.562955974, 39.892476468], [-75.56421687, 39.889070814], [-75.570489456, 39.888344906], [-75.575943438, 39.886060917], [-75.577339096, 39.883362601], [-75.580444504, 39.884194274], [-75.588588212, 39.879941113], [-75.587769826, 39.874339425], [-75.591157878, 39.870440284], [-75.596532658, 39.868874831], [-75.605998309, 39.862261659]]]}}]}
testbeds/FF_2021_08_DE_ep001/01481500/hwms_inside.csv ADDED
@@ -0,0 +1,87 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ff_episode_id,gage_id,hwm_id,hwm_lat,hwm_lon,hwm_elevation,hwm_vertical_datum,hwm_quality,hwm_quality_normalized,is_good_quality_hwm,hwm_event_name,hwm_event_date,hwm_survey_date,hwm_distance_to_gage_km,hwm_distance_to_centroid_km
2
+ FF_2021_08_DE_ep001,01481500,41345,39.769285,-75.57632,92.44,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-13 04:00:00,0.0399,14.522081484994295
3
+ FF_2021_08_DE_ep001,01481500,41347,39.769073,-75.577329,94.84,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-13 04:00:00,0.0721,14.443149098134828
4
+ FF_2021_08_DE_ep001,01481500,41346,39.768674,-75.576136,92.117,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-13 04:00:00,0.1035,14.487151619807136
5
+ FF_2021_08_DE_ep001,01481500,41344,39.76854,-75.575314,92.72,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-13 04:00:00,0.1591,14.528518999413825
6
+ FF_2021_08_DE_ep001,01481500,41348,39.770501,-75.578061,95.17,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-13 04:00:00,0.1613,14.507595521326742
7
+ FF_2021_08_DE_ep001,01481500,41349,39.771995,-75.579249,97.911,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-13 04:00:00,0.353,14.55121203004025
8
+ FF_2021_08_DE_ep001,01481500,41352,39.78369,-75.575709,130.724,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-13 04:00:00,1.5801,15.697675238516704
9
+ FF_2021_08_DE_ep001,01481500,41351,39.783858,-75.576625,132.513,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-13 04:00:00,1.5965,15.658535332850494
10
+ FF_2021_08_DE_ep001,01481500,41350,39.784084,-75.577085,133.588,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-13 04:00:00,1.622,15.650657264363902
11
+ FF_2021_08_DE_ep001,01481500,41354,39.784177,-75.574187,130.331,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-13 04:00:00,1.646,15.8257342672221
12
+ FF_2021_08_DE_ep001,01481500,41353,39.785851,-75.57641,133.711,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-13 04:00:00,1.8183,15.835160194345637
13
+ FF_2021_08_DE_ep001,01481500,41375,39.796,-75.576,135.665,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-11 04:00:00,2.9473,16.71428357618107
14
+ FF_2021_08_DE_ep001,01481500,41374,39.796,-75.574,142.828,2.0,1,Excellent,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-11 04:00:00,2.9557,16.823285536200885
15
+ FF_2021_08_DE_ep001,01481500,41373,39.797,-75.574,142.92,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-11 04:00:00,3.0665,16.908787073017976
16
+ FF_2021_08_DE_ep001,01481500,41372,39.798,-75.574,144.754,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-11 04:00:00,3.1774,16.994585988737867
17
+ FF_2021_08_DE_ep001,01481500,41381,39.801,-75.581,150.072,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-11 04:00:00,3.5219,16.886472003326283
18
+ FF_2021_08_DE_ep001,01481500,41380,39.813,-75.576,150.979,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-11 04:00:00,4.8373,18.214327239986723
19
+ FF_2021_08_DE_ep001,01481500,41382,39.817,-75.571,149.609,2.0,4,Poor,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-11 04:00:00,5.3041,18.824835231281064
20
+ FF_2021_08_DE_ep001,01481500,41383,39.817,-75.57,150.614,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-11 04:00:00,5.3126,18.87504903095245
21
+ FF_2021_08_DE_ep001,01481500,41368,39.829,-75.573,154.228,2.0,4,Poor,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-11 04:00:00,6.6236,19.826882454081154
22
+ FF_2021_08_DE_ep001,01481500,41369,39.829,-75.572,154.3585,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-11 04:00:00,6.6283,19.873820991353824
23
+ FF_2021_08_DE_ep001,01481500,41371,39.83,-75.5731,154.418,2.0,1,Excellent,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-11 04:00:00,6.7343,19.915317875114425
24
+ FF_2021_08_DE_ep001,01481500,41370,39.83,-75.573,154.384,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-11 04:00:00,6.7347,19.919975622586403
25
+ FF_2021_08_DE_ep001,01481500,41379,39.832,-75.571,155.866,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-09 04:00:00,6.9667,20.19953897509029
26
+ FF_2021_08_DE_ep001,01481500,41378,39.837,-75.578,155.895,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-09 04:00:00,7.5065,20.34382830154016
27
+ FF_2021_08_DE_ep001,01481500,41376,39.838,-75.578,154.743,2.0,1,Excellent,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-09 04:00:00,7.6177,20.43680271855672
28
+ FF_2021_08_DE_ep001,01481500,41377,39.839,-75.579,156.395,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-09 04:00:00,7.7306,20.4835697465414
29
+ FF_2021_08_DE_ep001,01481500,41043,39.843711,-75.598295,,,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,,8.4557,20.100782169975503
30
+ FF_2021_08_DE_ep001,01481500,41042,39.8443717,-75.5986136,162.4,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-14 04:00:00,8.5333,20.152928449466256
31
+ FF_2021_08_DE_ep001,01481500,41044,39.845312,-75.597167,,,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,,8.6094,20.30317906979728
32
+ FF_2021_08_DE_ep001,01481500,41045,39.8515868,-75.5963506,,,4,Poor,False,2021 Ida,2021-08-27 04:00:00+00:00,,9.2808,20.953462657838244
33
+ FF_2021_08_DE_ep001,01481500,41046,39.8551864,-75.5958841,165.7,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-14 04:00:00,9.6679,21.327887181119483
34
+ FF_2021_08_DE_ep001,01481500,41047,39.858176,-75.597163,166.2,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-14 04:00:00,10.0141,21.57632163103428
35
+ FF_2021_08_DE_ep001,01481500,41054,39.8572644,-75.6032133,,,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,,10.0184,21.26109028697317
36
+ FF_2021_08_DE_ep001,01481500,41048,39.866468,-75.5907148,170.5,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-14 04:00:00,10.8487,22.646856302650946
37
+ FF_2021_08_DE_ep001,01481500,41049,39.8697217,-75.5926705,,,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,,11.2274,22.89840820388355
38
+ FF_2021_08_DE_ep001,01481500,41050,39.87027,-75.5930785,171.3,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-14 04:00:00,11.2922,22.93832142681322
39
+ FF_2021_08_DE_ep001,01481500,41055,39.8708976,-75.5960642,170.8,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-14 04:00:00,11.3956,22.892856510661183
40
+ FF_2021_08_DE_ep001,01481500,41052,39.8719228,-75.594194,171.7,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-14 04:00:00,11.4866,23.06365923094407
41
+ FF_2021_08_DE_ep001,01481500,41051,39.871887,-75.595862,171.8,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-14 04:00:00,11.502,22.999932005244613
42
+ FF_2021_08_DE_ep001,01481500,41053,39.872729,-75.590905,,,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,,11.5425,23.265066408807566
43
+ FF_2021_08_DE_ep001,01481500,41132,39.8727992,-75.5980728,171.7,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,11.6306,23.01378100695264
44
+ FF_2021_08_DE_ep001,01481500,41118,39.8744573,-75.592665,172.1,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,11.7502,23.374219257171767
45
+ FF_2021_08_DE_ep001,01481500,41120,39.8781555,-75.5976822,173.4,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,12.2142,23.571338660390108
46
+ FF_2021_08_DE_ep001,01481500,41119,39.8792644,-75.599424,,,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,,12.3586,23.62501265073174
47
+ FF_2021_08_DE_ep001,01481500,41133,39.8848073,-75.6111593,175.9,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,13.1551,23.82318065340873
48
+ FF_2021_08_DE_ep001,01481500,41121,39.885929,-75.6053644,175.4,2.0,4,Poor,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,13.1758,24.11689749463741
49
+ FF_2021_08_DE_ep001,01481500,41122,39.8871877,-75.6073167,,,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,,13.345,24.18691664871786
50
+ FF_2021_08_DE_ep001,01481500,41123,39.8896857,-75.6094072,,,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,,13.6529,24.38367659619493
51
+ FF_2021_08_DE_ep001,01481500,41124,39.8907304,-75.611743,176.7,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,13.8085,24.42417848587198
52
+ FF_2021_08_DE_ep001,01481500,41125,39.894928,-75.6136226,177.7,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,14.299,24.810633281763003
53
+ FF_2021_08_DE_ep001,01481500,41135,39.8966882,-75.6239598,178.9,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,14.7073,24.72268785424245
54
+ FF_2021_08_DE_ep001,01481500,41129,39.90054,-75.6250847,,,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,,15.1455,25.104945898218656
55
+ FF_2021_08_DE_ep001,01481500,41131,39.9004513,-75.6254984,180.9,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,15.1457,25.085453026679588
56
+ FF_2021_08_DE_ep001,01481500,41128,39.90253,-75.62275,181.2,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,15.3061,25.374131902503464
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+ FF_2021_08_DE_ep001,01481500,41137,39.9021332,-75.6268335,181.5,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,15.357,25.23297986923602
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+ FF_2021_08_DE_ep001,01481500,41141,39.9087356,-75.6231947,182.5,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,15.9833,26.02461731742919
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+ FF_2021_08_DE_ep001,01481500,41138,39.9133873,-75.6311207,184.4,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,16.6607,26.34294090205381
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+ FF_2021_08_DE_ep001,01481500,41143,39.9152686,-75.6282319,184.6,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,16.7954,26.608120953459853
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+ FF_2021_08_DE_ep001,01481500,41226,39.96922,-75.67104,,,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,,23.6225,31.86659404927456
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+ FF_2021_08_DE_ep001,01481500,41164,39.9457853,-75.7764082,,,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,25.9778,29.66717147224586
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+ FF_2021_08_DE_ep001,01481500,41163,39.9502268,-75.7791028,257.1,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,26.5014,30.19667097561813
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+ FF_2021_08_DE_ep001,01481500,41214,39.99414,-75.69721,231.0,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-13 04:00:00,27.0128,34.48883021393009
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+ FF_2021_08_DE_ep001,01481500,41215,39.99453,-75.69834,231.6,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-13 04:00:00,27.0897,34.52957244678356
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+ FF_2021_08_DE_ep001,01481500,41216,39.9956,-75.70055,232.5,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-13 04:00:00,27.2721,34.64420847822986
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+ FF_2021_08_DE_ep001,01481500,41162,39.956702,-75.7849474,,,4,Poor,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,27.3722,31.003523720812595
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+ FF_2021_08_DE_ep001,01481500,41165,39.9561422,-75.785806,264.5,2.0,4,Poor,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-17 04:00:00,27.3727,30.9581883544727
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+ FF_2021_08_DE_ep001,01481500,41217,40.00161,-75.70904,237.0,2.0,1,Excellent,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-13 04:00:00,28.1716,35.30551309201255
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+ FF_2021_08_DE_ep001,01481500,41161,39.9613602,-75.7973787,,,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,,28.4586,31.74646717109295
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+ FF_2021_08_DE_ep001,01481500,41158,39.9617603,-75.7985934,273.7,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,28.5605,31.81454071695578
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+ FF_2021_08_DE_ep001,01481500,41160,39.961223,-75.8006155,275.9,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,28.6308,31.798759784167466
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+ FF_2021_08_DE_ep001,01481500,41218,40.00785,-75.70495,241.5,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-13 04:00:00,28.6735,36.00078100111028
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+ FF_2021_08_DE_ep001,01481500,41159,39.9614684,-75.8014694,276.4,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,28.6998,31.843264731841945
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+ FF_2021_08_DE_ep001,01481500,41157,39.9623483,-75.8012907,275.9,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-18 04:00:00,28.7624,31.93424302209632
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+ FF_2021_08_DE_ep001,01481500,41156,39.9629995,-75.8027961,277.2,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,28.902,32.03639928859361
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+ FF_2021_08_DE_ep001,01481500,41219,40.01047,-75.70586,241.9,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-13 04:00:00,28.9723,36.29149808446484
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+ FF_2021_08_DE_ep001,01481500,41222,40.01361,-75.70434,243.8,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-13 04:00:00,29.2469,36.64173074908036
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+ FF_2021_08_DE_ep001,01481500,41221,40.01539,-75.70383,248.2,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-13 04:00:00,29.4146,36.84011310315992
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+ FF_2021_08_DE_ep001,01481500,41220,40.0177,-75.70508,251.5,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-13 04:00:00,29.6926,37.09591469388401
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+ FF_2021_08_DE_ep001,01481500,41223,40.0203,-75.70555,255.1,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-13 04:00:00,29.9761,37.38470139477656
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+ FF_2021_08_DE_ep001,01481500,41225,40.03522,-75.70803,270.8,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-13 04:00:00,31.5994,39.04280452600333
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+ FF_2021_08_DE_ep001,01481500,41155,39.9830578,-75.8245881,312.8,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-17 04:00:00,31.8023,34.68411712474089
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+ FF_2021_08_DE_ep001,01481500,41154,39.9844502,-75.8262386,314.2,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-17 04:00:00,32.0114,34.87280685172845
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+ FF_2021_08_DE_ep001,01481500,41224,40.04049,-75.70718,273.8,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-13 04:00:00,32.1227,39.628972263811725
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+ FF_2021_08_DE_ep001,01481500,41144,39.986379,-75.827364,316.5,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-17 04:00:00,32.2353,35.105832880991905
testbeds/FF_2021_08_DE_ep001/01481500/mrms_2min_precip_basin_mean.csv ADDED
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testbeds/FF_2021_08_DE_ep001/01495000/hwms_inside.csv ADDED
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+ ff_episode_id,gage_id,hwm_id,hwm_lat,hwm_lon,hwm_elevation,hwm_vertical_datum,hwm_quality,hwm_quality_normalized,is_good_quality_hwm,hwm_event_name,hwm_event_date,hwm_survey_date,hwm_distance_to_gage_km,hwm_distance_to_centroid_km
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+ FF_2021_08_DE_ep001,01495000,41292,39.667583,-75.8255833,97.97,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-08 04:00:00,0.0,8.502144692015465
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testbeds/FF_2021_08_DE_ep001/01495000/testbed_summary.json ADDED
@@ -0,0 +1,48 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
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+ "ff_episode_id": "FF_2021_08_DE_ep001",
3
+ "gage_id": "01495000",
4
+ "station_name": "BIG ELK CREEK AT ELK MILLS, MD",
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+ "benchmark_tier": "B",
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+ "gage_lat": 39.6675833,
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+ "drainage_area_mi2": 51.6,
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+ "watershed_source": "cache",
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+ "watershed_area_km2": 134.654,
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+ "area_difference_percent": 0.76,
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+ "n_ncei_points_in_watershed": 0,
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+ "peak_value": 1160.0,
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+ "peak_time": "2021-08-19 09:15:00+00:00",
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+ "pre_event_baseline": 28.8,
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+ "peak_to_baseline_ratio": 40.28,
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+ "peak_signal_detected": true,
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+ "data_completeness_fraction": 1.0,
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+ "year": 2021,
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+ "month": 8,
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+ "begin_dt": "2021-08-17 13:15:00+00:00",
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+ "end_dt": "2021-08-17 16:30:00+00:00",
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+ "duration_hours": 3.25,
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+ "primary_state_abbrev": "DE",
30
+ "flood_causes": "Heavy Rain",
31
+ "deaths_direct": 0,
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+ "injuries_direct": 0,
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+ "damage_total_usd": 0.0,
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+ "rising_limb_hours": 1.0,
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+ "time_to_peak_hr": 41.5,
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+ "max_rise_rate_per_hr": 2.7,
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+ "basin_max_precip_mm_hr": 17.1,
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+ "basin_total_precip_mm": 21.5,
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+ "precip_to_peak_lag_hr": 41.18,
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+ "unit_peak_q_cms_km2": 0.2458,
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+ "flash_flood_class": "marginal",
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+ "rise_threshold_cfs": 311.6,
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+ "rise_metric_method": "baseline_plus_025_rise",
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+ "metric_status": "ok",
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+ "metric_reason_codes": "ok",
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+ "lag_gate_pass": false
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+ }