Add files using upload-large-folder tool

.gitattributes

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-*.rar filter=lfs diff=lfs merge=lfs -text
-*.safetensors filter=lfs diff=lfs merge=lfs -text
-saved_model/**/* filter=lfs diff=lfs merge=lfs -text
-*.tar.* filter=lfs diff=lfs merge=lfs -text
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+*.tif filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
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-*tfevents* filter=lfs diff=lfs merge=lfs -text
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 *.png filter=lfs diff=lfs merge=lfs -text
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-# Video files - compressed
-*.mp4 filter=lfs diff=lfs merge=lfs -text
-*.webm filter=lfs diff=lfs merge=lfs -text
+catalog/raw_csv/*.csv filter=lfs diff=lfs merge=lfs -text
+catalog/l1_locations.parquet filter=lfs diff=lfs merge=lfs -text

CITATION.cff

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+cff-version: 1.2.0
+title: CONUS Flash-Flood Benchmark (L1-L3)
+message: "If you use this dataset, please cite it."
+type: dataset
+authors:
+  - name: skyan1002
+license: CC-BY-4.0
+repository: https://huggingface.co/datasets/skyan1002/flash-flood-benchmark-data
+version: "1.0"

LICENSE

@@ -0,0 +1,8 @@
+Creative Commons Attribution 4.0 International (CC BY 4.0)
+
+You are free to share and adapt this material for any purpose, even commercially, under the
+terms of CC BY 4.0, provided you give appropriate credit. Full legal code:
+https://creativecommons.org/licenses/by/4.0/legalcode
+
+This dataset is derived from public-domain U.S. federal data (USGS NWIS / STN / NLDI / 3DEP and
+NOAA NCEI Storm Events / NSSL MRMS / FLASH-CREST). Please also credit those primary providers.

README.md

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+---
+license: cc-by-4.0
+pretty_name: CONUS Flash-Flood Benchmark (L1-L3)
+tags: [hydrology, flash-flood, benchmark, usgs, noaa, mrms, streamflow]
+size_categories: [10K<n<100K]
+configs:
+- config_name: l1_episodes
+  data_files: [{split: train, path: catalog/l1_episodes.parquet}]
+- config_name: l1_locations
+  data_files: [{split: train, path: catalog/l1_locations.parquet}]
+- config_name: l2_episodes
+  data_files: [{split: train, path: catalog/l2_episodes.parquet}]
+- config_name: l3_testbeds
+  data_files: [{split: train, path: catalog/l3_testbeds.parquet}]
+- config_name: l3_hwms
+  data_files: [{split: train, path: catalog/l3_hwms.parquet}]
+- config_name: manifest
+  data_files: [{split: train, path: manifest.parquet}]
+---
+
+# CONUS Flash-Flood Benchmark (L1-L3) — agent-friendly, CLI-queryable
+
+Query by **level (L1/L2/L3) + US state + time range** and download from a bare terminal.
+Three levels: **L1** national NCEI flash-flood episode catalog (1996-2025, 42,466), **L2**
+observation-availability catalog (2021-2025, 5,424), **L3** evaluation-ready gauge testbeds
+(688; 152 strict flash-floods; 47 NCEI-confirmed; 26 with return period >= 2 yr).
+
+## TL;DR for agents — manifest = discover, jq = filter, resolve_url = download
+```bash
+BASE=https://huggingface.co/datasets/skyan1002/flash-flood-benchmark-data/resolve/main
+curl -sL "$BASE/manifest.jsonl" -o manifest.jsonl   # one comma-safe index of every record + file
+```
+Every line is one JSON object: `record_type` (record|artifact), `level`, `ff_episode_id`,
+`gage_id`, `year`, `month`, `begin_date` (YYYY-MM-DD), `primary_state_abbrev`,
+`all_states_abbrev`, plus L3 fields (`benchmark_tier`, `flash_flood_class`,
+`is_strict_flash_flood`, `selected`, `lp3_return_period_yr`, ...) and, for artifacts,
+`artifact_kind`, `resolve_url`, `bytes`, `sha256`.
+
+## Quickstart recipes
+```bash
+# 1) Screen: L3 strict flash floods in TX, July 2025
+jq -c 'select(.record_type=="record" and .level=="L3" and .primary_state_abbrev=="TX"
+  and .is_strict_flash_flood==true and .begin_date>="2025-07-01" and .begin_date<="2025-07-31")
+  | {testbed_id, lp3_return_period_yr, peak_value}' manifest.jsonl
+
+# 2) Download every file for one testbed (resolve URLs precomputed; -L follows the LFS/CDN redirect)
+jq -r 'select(.testbed_id=="FF_2025_07_TX_ep002__08167000" and .record_type=="artifact").resolve_url' \
+  manifest.jsonl | xargs -n1 curl -L -O
+
+# 3) Just the hydrograph CSVs for the curated set (selected & RP>=2), budget by bytes first
+jq -r 'select(.selected==true and .lp3_return_period_yr>=2 and .artifact_kind=="streamflow")
+  | "\(.bytes)\t\(.resolve_url)"' manifest.jsonl
+
+# 4) L1 episodes that touched TX in 2015 (any-touch via all_states_abbrev)
+jq -c 'select(.level=="L1" and (.all_states_abbrev|test("(^|\\|)TX(\\||$)")) and .year==2015)
+  | {ff_episode_id, primary_state_abbrev, begin_date}' manifest.jsonl
+
+# 5) One-shot curated bundle (26 selected & RP>=2, ~0.2 GB)
+curl -L "$BASE/bundles/testbeds_selected26.zip" -o selected26.zip
+
+# 6) A single light file (no zip): one watershed polygon
+curl -L "$BASE/testbeds/FF_2025_07_TX_ep002/08167000/watershed.geojson" -o ws.geojson
+```
+
+## Optional: server-side filter (no manifest download)
+```bash
+curl -sG https://datasets-server.huggingface.co/filter \
+  --data-urlencode dataset=skyan1002/flash-flood-benchmark-data \
+  --data-urlencode config=l3_testbeds --data-urlencode split=train \
+  --data-urlencode "where=\"primary_state_abbrev\"='TX' AND year=2025 AND is_strict_flash_flood=true" \
+  --data-urlencode length=100
+```
+Rules: double-quote column names, single-quote strings, URL-encode, length<=100 (page with offset),
+re-index may lag minutes after an update.
+
+## Contracts (read before scripting)
+- **State:** filter on `primary_state_abbrev` (2-letter). For multi-state episodes use
+  `all_states_abbrev` (pipe-joined, e.g. `NJ|NY|PA`).
+- **Time:** `begin_date`/`end_date` are `YYYY-MM-DD` (lexical compare == date range); `year`/`month`
+  are robust integer handles across levels.
+- **Download:** always `curl -L` (LFS objects 302-redirect; without -L you get a tiny pointer). Use
+  `-C -` to resume; check the `bytes` column before multi-GB pulls.
+- **Never** `awk -F,` / `cut -d,` the raw CSVs in `catalog/raw_csv/` — fields contain commas. Use
+  `jq` on `manifest.jsonl`, the Parquet configs, the `/filter` API, or a real CSV parser.
+- **zarr** gridded forcing ships inside `packages/<id>.zip`; unzip then open with `zarr.open_group`
+  (NOT `xr.open_zarr`). The light `mrms_2min_precip_basin_mean.csv` is the curl-friendly alternative.
+
+## Helper CLI (optional)
+`ffbench` (POSIX sh; needs curl, uses jq if present) wraps the same URLs:
+```bash
+curl -sL "$BASE/ffbench" -o ffbench && chmod +x ffbench
+./ffbench query  --level l3 --state TX --start 2025-07-01 --end 2025-07-31 --strict
+./ffbench get FF_2025_07_TX_ep002__08167000 --out ./tx_testbed
+./ffbench bundle selected26
+```
+
+## Layout
+`catalog/*.parquet` (+ `catalog/raw_csv/`), `manifest.{jsonl,csv,parquet}`, `manifest_schema.json`,
+`testbeds/<ep>/<gage>/` (loose light files), `packages/<ep>__<gage>.zip` (full per-testbed),
+`bundles/` (selected26, strict152). Figures/interactive map: companion Space
+`skyan1002/flash-flood-benchmark` and dataset `skyan1002/flash-flood-benchmark-figures`.
+
+## License & citation
+CC-BY-4.0. Derived from public USGS (NWIS, STN, NLDI, 3DEP) and NOAA (NCEI Storm Events, NSSL
+MRMS/FLASH-CREST) data. See `CITATION.cff`.

ffbench

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+#!/bin/sh
+# ffbench - minimal CLI for the CONUS Flash-Flood Benchmark (curl required; jq optional).
+# Usage: ffbench {query|download|get|bundle|help} [flags]
+set -eu
+BASE="${FFBENCH_BASE:-https://huggingface.co/datasets/skyan1002/flash-flood-benchmark-data/resolve/main}"
+CACHE="${FFBENCH_CACHE:-${TMPDIR:-/tmp}/ffbench_manifest.jsonl}"
+have_jq() { command -v jq >/dev/null 2>&1; }
+get_manifest() { [ -f "$CACHE" ] || curl -sL "$BASE/manifest.jsonl" -o "$CACHE"; }
+
+LEVEL=l3; STATE=""; START=""; END=""; STRICT=""; SELECTED=""; RPMIN=""; KIND="all"; OUT="./ffbench_out"; CMD="${1:-help}"; [ $# -gt 0 ] && shift || true; ARG=""
+while [ $# -gt 0 ]; do case "$1" in
+  --level) LEVEL=$2; shift 2;; --state) STATE=$2; shift 2;; --start) START=$2; shift 2;;
+  --end) END=$2; shift 2;; --strict) STRICT=1; shift;; --selected) SELECTED=1; shift;;
+  --rp-min) RPMIN=$2; shift 2;; --kind) KIND=$2; shift 2;; --out) OUT=$2; shift 2;;
+  -*) echo "unknown flag $1" >&2; exit 2;; *) ARG=$1; shift;; esac; done
+
+build_filter() {
+  f=".level==\"$(echo "$LEVEL"|tr a-z A-Z)\""
+  [ -n "$STATE" ] && f="$f and .primary_state_abbrev==\"$STATE\""
+  [ -n "$START" ] && f="$f and .begin_date>=\"$START\""
+  [ -n "$END" ] && f="$f and .begin_date<=\"$END\""
+  [ -n "$STRICT" ] && f="$f and .is_strict_flash_flood==true"
+  [ -n "$SELECTED" ] && f="$f and .selected==true"
+  [ -n "$RPMIN" ] && f="$f and .lp3_return_period_yr>=$RPMIN"
+  echo "$f"
+}
+
+case "$CMD" in
+  query)
+    get_manifest; have_jq || { echo "query needs jq" >&2; exit 3; }
+    jq -c "select(.record_type==\"record\" and $(build_filter)) | {testbed_id,ff_episode_id,primary_state_abbrev,begin_date,lp3_return_period_yr,flash_flood_class}" "$CACHE";;
+  download)
+    get_manifest; have_jq || { echo "download needs jq" >&2; exit 3; }
+    mkdir -p "$OUT"
+    kf='true'; [ "$KIND" != all ] && kf=".artifact_kind==\"$KIND\""
+    jq -r "select(.record_type==\"artifact\" and $(build_filter) and $kf).resolve_url" "$CACHE" \
+      | while read -r u; do (cd "$OUT" && curl -L -C - -O "$u"); done;;
+  get)
+    [ -n "$ARG" ] || { echo "get needs TESTBED_ID" >&2; exit 2; }
+    get_manifest; mkdir -p "$OUT"
+    if have_jq; then urls=$(jq -r "select(.testbed_id==\"$ARG\" and .record_type==\"artifact\").resolve_url" "$CACHE");
+    else urls=$(grep "\"testbed_id\":\"$ARG\"" "$CACHE" | grep '"record_type":"artifact"' | grep -o '"resolve_url":"[^"]*"' | cut -d'"' -f4); fi
+    echo "$urls" | while read -r u; do [ -n "$u" ] && (cd "$OUT" && curl -L -C - -O "$u"); done;;
+  bundle)
+    case "$ARG" in selected26) z=testbeds_selected26.zip;; strict152) z=testbeds_strict152.zip;;
+      *) echo "bundle: selected26|strict152" >&2; exit 2;; esac
+    curl -L -C - -O "$BASE/bundles/$z";;
+  help|*)
+    sed -n '2,6p' "$0"; echo "commands: query|download|get TESTBED_ID|bundle {selected26|strict152}"
+    echo "flags: --level l1|l2|l3 --state XX --start YYYY-MM-DD --end YYYY-MM-DD --strict --selected --rp-min N --kind streamflow|watershed|package_zip|all --out DIR";;
+esac

manifest_schema.json

@@ -0,0 +1,50 @@
+{
+  "description": "Unified L1-L3 index. record_type=record (catalog row) or artifact (downloadable L3 file).",
+  "filter_keys": {
+    "level": "L1|L2|L3",
+    "primary_state_abbrev": "2-letter USPS (the state key)",
+    "all_states_abbrev": "pipe-joined USPS for any-touch",
+    "begin_date": "YYYY-MM-DD lexical range",
+    "year": "int",
+    "month": "int"
+  },
+  "columns": [
+    "record_type",
+    "level",
+    "ff_episode_id",
+    "gage_id",
+    "year",
+    "month",
+    "begin_date",
+    "end_date",
+    "begin_dt",
+    "primary_state_abbrev",
+    "all_states_abbrev",
+    "testbed_id",
+    "station_name",
+    "benchmark_tier",
+    "flash_flood_class",
+    "is_strict_flash_flood",
+    "selected",
+    "lp3_return_period_yr",
+    "lp3_aep_percent",
+    "empirical_return_period_yr",
+    "n_confirmed_hwms_inside_watershed",
+    "peak_value",
+    "peak_to_baseline_ratio",
+    "drainage_area_km2",
+    "unit_peak_q_cms_km2",
+    "hwm_qc",
+    "artifact_kind",
+    "rel_path",
+    "resolve_url",
+    "bytes",
+    "sha256",
+    "hosted",
+    "media_type"
+  ],
+  "notes": [
+    "L1 locations are not in the manifest; use catalog/l1_locations.parquet or /filter config l1_locations.",
+    "Download with curl -L (LFS 302 redirect). Never awk/cut the raw CSV (embedded commas)."
+  ]
+}

testbeds/FF_2021_07_NJ_ep003/01397000/hwms_inside.csv

@@ -0,0 +1,11 @@
+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
+FF_2021_07_NJ_ep003,01397000,41450,40.634067,-74.908528,190.1,2.0,4,Poor,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,7.6789,36.90440736311335
+FF_2021_07_NJ_ep003,01397000,41452,40.63427,-74.908625,190.0,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,7.7028,36.92830911371947
+FF_2021_07_NJ_ep003,01397000,41449,40.634414,-74.909048,190.0,2.0,4,Poor,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,7.733,36.95808956709619
+FF_2021_07_NJ_ep003,01397000,41451,40.634613,-74.909072,189.7,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,7.7537,36.97894350269321
+FF_2021_07_NJ_ep003,01397000,41458,40.637314,-74.908374,195.5,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,7.9983,37.225365900786926
+FF_2021_07_NJ_ep003,01397000,41457,40.637265,-74.908667,194.4,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,8.0039,37.23094492294042
+FF_2021_07_NJ_ep003,01397000,41456,40.63738,-74.908738,193.9,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,8.018,37.24506616552771
+FF_2021_07_NJ_ep003,01397000,41455,40.63834,-74.91196,196.4,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,8.2334,37.45787481987705
+FF_2021_07_NJ_ep003,01397000,41454,40.63841,-74.912079,196.5,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,8.2449,37.46922216179521
+FF_2021_07_NJ_ep003,01397000,41453,40.638451,-74.912025,196.5,2.0,1,Excellent,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,8.2469,37.47137637061547

testbeds/FF_2021_07_NJ_ep003/01397000/mrms_2min_precip_basin_mean.csv

@@ -0,0 +1,1000 @@
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testbeds/FF_2021_07_NJ_ep003/01397000/testbed_summary.json

@@ -0,0 +1,48 @@
+{
+  "ff_episode_id": "FF_2021_07_NJ_ep003",
+  "gage_id": "01397000",
+  "station_name": "South Branch Raritan River at Stanton NJ",
+  "benchmark_tier": "B",
+  "gage_lat": 40.57222222,
+  "gage_lon": -74.86805556,
+  "gage_distance_km": 29.227109219517747,
+  "drainage_area_mi2": 147.0,
+  "drainage_area_km2": 380.728,
+  "watershed_source": "cache",
+  "watershed_area_km2": 388.445,
+  "area_difference_percent": 2.03,
+  "n_confirmed_hwms_inside_watershed": 10,
+  "n_good_quality_hwms_inside_watershed": 5,
+  "n_ncei_points_in_watershed": 0,
+  "peak_value": 256.0,
+  "peak_time": "2021-07-30 16:30:00+00:00",
+  "pre_event_baseline": 173.0,
+  "peak_to_baseline_ratio": 1.48,
+  "peak_signal_detected": true,
+  "peak_lag_hours_from_episode_begin": 22.25,
+  "data_completeness_fraction": 0.982,
+  "year": 2021,
+  "month": 7,
+  "begin_dt": "2021-07-29 18:15:00+00:00",
+  "end_dt": "2021-07-29 21:30:00+00:00",
+  "duration_hours": 3.25,
+  "primary_state_abbrev": "NJ",
+  "flood_causes": "Heavy Rain",
+  "deaths_direct": 0,
+  "injuries_direct": 0,
+  "damage_total_usd": 0.0,
+  "rising_limb_hours": 15.0,
+  "time_to_peak_hr": 15.0,
+  "max_rise_rate_per_hr": 0.1562,
+  "basin_max_precip_mm_hr": 15.8,
+  "basin_total_precip_mm": 14.9,
+  "precip_to_peak_lag_hr": 18.7,
+  "unit_peak_q_cms_km2": 0.019,
+  "flash_flood_class": "riverine",
+  "is_strict_flash_flood": false,
+  "rise_threshold_cfs": 193.75,
+  "rise_metric_method": "baseline_plus_025_rise",
+  "metric_status": "ok",
+  "metric_reason_codes": "ok",
+  "lag_gate_pass": false
+}

testbeds/FF_2021_07_NJ_ep003/01397000/watershed.geojson

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testbeds/FF_2021_07_NJ_ep003/01400500/hwms_inside.csv

@@ -0,0 +1,39 @@
+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
+FF_2021_07_NJ_ep003,01400500,41521,40.549627,-74.585476,47.2,2.0,4,Poor,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-20 04:00:00,0.6975,26.234774020067448
+FF_2021_07_NJ_ep003,01400500,41523,40.549187,-74.586376,49.2,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-20 04:00:00,0.7706,26.158303018858817
+FF_2021_07_NJ_ep003,01400500,41522,40.548941,-74.58582,46.5,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-20 04:00:00,0.7791,26.153362968307704
+FF_2021_07_NJ_ep003,01400500,41572,40.5500454,-74.5948264,49.0,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-20 04:00:00,1.1881,25.952957615923488
+FF_2021_07_NJ_ep003,01400500,41573,40.550022,-74.595333,49.6,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-20 04:00:00,1.2263,25.93358947449092
+FF_2021_07_NJ_ep003,01400500,41529,40.542779,-74.588841,44.5,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-19 04:00:00,1.5102,25.424623831073
+FF_2021_07_NJ_ep003,01400500,41527,40.542756,-74.588981,44.5,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-19 04:00:00,1.5167,25.417276693124844
+FF_2021_07_NJ_ep003,01400500,41526,40.542854,-74.589487,44.5,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-19 04:00:00,1.5219,25.4089945450554
+FF_2021_07_NJ_ep003,01400500,41575,40.551451,-74.608948,51.5,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-20 04:00:00,2.2576,25.648467805100367
+FF_2021_07_NJ_ep003,01400500,41574,40.551974,-74.609347,51.5,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-20 04:00:00,2.2798,25.6908969606304
+FF_2021_07_NJ_ep003,01400500,41565,40.5714985,-74.6084614,51.0,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,2.8018,27.75694088276489
+FF_2021_07_NJ_ep003,01400500,41568,40.5750407,-74.6038222,56.5,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,2.8026,28.259057947880127
+FF_2021_07_NJ_ep003,01400500,41570,40.5748874,-74.6047935,56.2,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,2.8424,28.2153807291654
+FF_2021_07_NJ_ep003,01400500,41566,40.5721339,-74.6086887,51.6,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,2.8616,27.817335493544004
+FF_2021_07_NJ_ep003,01400500,41567,40.5759824,-74.6043479,56.4,2.0,5,VeryPoor,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,2.9119,28.3427085656354
+FF_2021_07_NJ_ep003,01400500,41583,40.577916,-74.6041052,59.1,2.0,4,Poor,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,3.0704,28.552184855347893
+FF_2021_07_NJ_ep003,01400500,41582,40.5775773,-74.6048398,58.7,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,3.0772,28.49601826449552
+FF_2021_07_NJ_ep003,01400500,41581,40.5782819,-74.6046812,58.8,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,3.1319,28.574370565048834
+FF_2021_07_NJ_ep003,01400500,41578,40.5743302,-74.6132166,54.9,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,3.312,27.925870065319923
+FF_2021_07_NJ_ep003,01400500,41579,40.5746297,-74.6142047,56.4,2.0,4,Poor,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,3.3979,27.931477179186206
+FF_2021_07_NJ_ep003,01400500,41576,40.5746304,-74.6143851,56.5,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,3.4099,27.92682522104027
+FF_2021_07_NJ_ep003,01400500,41550,40.5769091,-74.616271,58.3,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,3.6935,28.119306820356
+FF_2021_07_NJ_ep003,01400500,41549,40.5769661,-74.6163132,58.3,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,3.7003,28.12427247834328
+FF_2021_07_NJ_ep003,01400500,41548,40.5774742,-74.6170183,58.4,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,3.7823,28.16025026766969
+FF_2021_07_NJ_ep003,01400500,41482,40.5032457,-74.8647522,179.0,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-25 04:00:00,24.531,22.365095756188268
+FF_2021_07_NJ_ep003,01400500,41481,40.5031402,-74.8649775,178.8,2.0,4,Poor,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-25 04:00:00,24.5523,22.36556707312676
+FF_2021_07_NJ_ep003,01400500,41480,40.5032483,-74.8653476,179.1,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-25 04:00:00,24.5798,22.39265203486956
+FF_2021_07_NJ_ep003,01400500,41477,40.5039254,-74.8656085,179.4,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-25 04:00:00,24.5834,22.467854874312422
+FF_2021_07_NJ_ep003,01400500,41450,40.634067,-74.908528,190.1,2.0,4,Poor,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,28.8566,36.90440736311335
+FF_2021_07_NJ_ep003,01400500,41452,40.63427,-74.908625,190.0,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,28.8712,36.92830911371947
+FF_2021_07_NJ_ep003,01400500,41449,40.634414,-74.909048,190.0,2.0,4,Poor,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,28.91,36.95808956709619
+FF_2021_07_NJ_ep003,01400500,41451,40.634613,-74.909072,189.7,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,28.9186,36.97894350269321
+FF_2021_07_NJ_ep003,01400500,41458,40.637314,-74.908374,195.5,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,28.9549,37.225365900786926
+FF_2021_07_NJ_ep003,01400500,41457,40.637265,-74.908667,194.4,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,28.9766,37.23094492294042
+FF_2021_07_NJ_ep003,01400500,41456,40.63738,-74.908738,193.9,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,28.9863,37.24506616552771
+FF_2021_07_NJ_ep003,01400500,41455,40.63834,-74.91196,196.4,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,29.2779,37.45787481987705
+FF_2021_07_NJ_ep003,01400500,41453,40.638451,-74.912025,196.5,2.0,1,Excellent,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,29.287,37.47137637061547
+FF_2021_07_NJ_ep003,01400500,41454,40.63841,-74.912079,196.5,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,29.2899,37.46922216179521

testbeds/FF_2021_07_NJ_ep003/01400500/mrms_2min_precip_basin_mean.csv

@@ -0,0 +1,1000 @@
+datetime_utc,precip_rate_mm_hr
+2021-07-28 18:14:00+00:00,0.0
+2021-07-28 18:16:00+00:00,0.0
+2021-07-28 18:18:00+00:00,0.0
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+2021-07-28 18:26:00+00:00,0.0
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+2021-07-28 18:30:00+00:00,0.0
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+2021-07-28 18:34:00+00:00,0.0
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+2021-07-28 18:42:00+00:00,0.0
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+2021-07-28 18:58:00+00:00,0.0
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testbeds/FF_2021_07_NJ_ep003/01400500/testbed_summary.json

@@ -0,0 +1,48 @@
+{
+  "ff_episode_id": "FF_2021_07_NJ_ep003",
+  "gage_id": "01400500",
+  "station_name": "Raritan River at Manville NJ",
+  "benchmark_tier": "B",
+  "gage_lat": 40.55555556,
+  "gage_lon": -74.58277778,
+  "gage_distance_km": 26.928618358490333,
+  "drainage_area_mi2": 490.0,
+  "drainage_area_km2": 1269.094,
+  "watershed_source": "cache",
+  "watershed_area_km2": 1273.928,
+  "area_difference_percent": 0.38,
+  "n_confirmed_hwms_inside_watershed": 38,
+  "n_good_quality_hwms_inside_watershed": 13,
+  "n_ncei_points_in_watershed": 0,
+  "peak_value": 2390.0,
+  "peak_time": "2021-07-30 08:30:00+00:00",
+  "pre_event_baseline": 335.0,
+  "peak_to_baseline_ratio": 7.13,
+  "peak_signal_detected": true,
+  "peak_lag_hours_from_episode_begin": 14.25,
+  "data_completeness_fraction": 1.0,
+  "year": 2021,
+  "month": 7,
+  "begin_dt": "2021-07-29 18:15:00+00:00",
+  "end_dt": "2021-07-29 21:30:00+00:00",
+  "duration_hours": 3.25,
+  "primary_state_abbrev": "NJ",
+  "flood_causes": "Heavy Rain",
+  "deaths_direct": 0,
+  "injuries_direct": 0,
+  "damage_total_usd": 0.0,
+  "rising_limb_hours": 3.0,
+  "time_to_peak_hr": 3.0,
+  "max_rise_rate_per_hr": 0.4017,
+  "basin_max_precip_mm_hr": 23.9,
+  "basin_total_precip_mm": 23.4,
+  "precip_to_peak_lag_hr": 10.5,
+  "unit_peak_q_cms_km2": 0.0533,
+  "flash_flood_class": "flash_flood",
+  "is_strict_flash_flood": true,
+  "rise_threshold_cfs": 848.75,
+  "rise_metric_method": "baseline_plus_025_rise",
+  "metric_status": "ok",
+  "metric_reason_codes": "ok",
+  "lag_gate_pass": true
+}

testbeds/FF_2021_07_NJ_ep003/01400500/watershed.geojson

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testbeds/FF_2021_07_NJ_ep003/01402000/hwms_inside.csv

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+FF_2021_07_NJ_ep003,01402000,41422,40.406005,-74.681298,75.4,2.0,4,Poor,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,11.7694,8.35666246161201
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testbeds/FF_2021_07_NJ_ep003/01402000/mrms_2min_precip_basin_mean.csv

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testbeds/FF_2021_07_NJ_ep003/01402000/testbed_summary.json

@@ -0,0 +1,48 @@
+{
+  "ff_episode_id": "FF_2021_07_NJ_ep003",
+  "gage_id": "01402000",
+  "station_name": "Millstone River at Blackwells Mills NJ",
+  "benchmark_tier": "A",
+  "gage_lat": 40.475,
+  "gage_lon": -74.57583333,
+  "gage_distance_km": 19.53050439741169,
+  "drainage_area_mi2": 258.0,
+  "drainage_area_km2": 668.217,
+  "watershed_source": "cache",
+  "watershed_area_km2": 664.681,
+  "area_difference_percent": -0.53,
+  "n_confirmed_hwms_inside_watershed": 11,
+  "n_good_quality_hwms_inside_watershed": 2,
+  "n_ncei_points_in_watershed": 11,
+  "peak_value": 2500.0,
+  "peak_time": "2021-07-31 07:15:00+00:00",
+  "pre_event_baseline": 90.2,
+  "peak_to_baseline_ratio": 27.72,
+  "peak_signal_detected": true,
+  "peak_lag_hours_from_episode_begin": 37.0,
+  "data_completeness_fraction": 1.0,
+  "year": 2021,
+  "month": 7,
+  "begin_dt": "2021-07-29 18:15:00+00:00",
+  "end_dt": "2021-07-29 21:30:00+00:00",
+  "duration_hours": 3.25,
+  "primary_state_abbrev": "NJ",
+  "flood_causes": "Heavy Rain",
+  "deaths_direct": 0,
+  "injuries_direct": 0,
+  "damage_total_usd": 0.0,
+  "rising_limb_hours": 28.5,
+  "time_to_peak_hr": 29.25,
+  "max_rise_rate_per_hr": 0.2224,
+  "basin_max_precip_mm_hr": 49.4,
+  "basin_total_precip_mm": 72.9,
+  "precip_to_peak_lag_hr": 32.02,
+  "unit_peak_q_cms_km2": 0.1059,
+  "flash_flood_class": "riverine",
+  "is_strict_flash_flood": false,
+  "rise_threshold_cfs": 692.65,
+  "rise_metric_method": "baseline_plus_025_rise",
+  "metric_status": "ok",
+  "metric_reason_codes": "ok",
+  "lag_gate_pass": false
+}

testbeds/FF_2021_07_NJ_ep003/01402000/watershed.geojson

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[-74.633086672, 40.471057754], [-74.625109172, 40.471839974], [-74.616935354, 40.465875075], [-74.612724095, 40.470643231], [-74.609305439, 40.471742943], [-74.601171035, 40.470525188], [-74.593427243, 40.471588197], [-74.59138154, 40.469314147], [-74.587368466, 40.468631384], [-74.576660585, 40.476641905], [-74.57201981, 40.47621453], [-74.56333215, 40.480284096], [-74.56267526, 40.487970014], [-74.560810662, 40.48785503], [-74.554471224, 40.494884438], [-74.550692294, 40.494890423], [-74.548147355, 40.500512438], [-74.542561647, 40.505595544], [-74.542450234, 40.503978014], [-74.523660438, 40.49794015], [-74.520241888, 40.490606864], [-74.513785971, 40.491336018], [-74.506875133, 40.488173225], [-74.498769664, 40.489521777], [-74.494935122, 40.488477259], [-74.493443052, 40.484014438], [-74.495633053, 40.481222639], [-74.490139193, 40.474883136], [-74.493832978, 40.468606819], [-74.486963205, 40.464983631], [-74.478528048, 40.464169295], [-74.470866776, 40.46543681], [-74.469920041, 40.464197286], [-74.481664951, 40.448898329], [-74.491662556, 40.451456799], [-74.499035839, 40.445468869], [-74.51050987, 40.442200812], [-74.51267687, 40.43945883], [-74.533029639, 40.440488338], [-74.548466741, 40.43260931], [-74.550301821, 40.429300996], [-74.545151847, 40.424154862], [-74.545144567, 40.417598581], [-74.549729497, 40.41038112], [-74.547080774, 40.408275595], [-74.547024219, 40.406067621], [-74.549242648, 40.404532226], [-74.550977181, 40.39829694], [-74.550098471, 40.391841686], [-74.551981467, 40.389233111], [-74.546695703, 40.37904436], [-74.567329561, 40.371926319], [-74.554581185, 40.362211278], [-74.515454821, 40.371997986], [-74.508303027, 40.376023546], [-74.499693891, 40.367809587], [-74.495185931, 40.357999787], [-74.471806816, 40.354317786], [-74.467084853, 40.348963986], [-74.46301755, 40.33732519], [-74.452801757, 40.334488737], [-74.446598381, 40.330434507], [-74.43928458, 40.324493009], [-74.439852206, 40.319072307], [-74.431853421, 40.31616647], [-74.421373706, 40.305185896], [-74.421953979, 40.302255943], [-74.419621125, 40.300464467], [-74.418836886, 40.293985259], [-74.411044758, 40.285048522], [-74.413550122, 40.275054053], [-74.41263975, 40.270901879], [-74.403369552, 40.265690249], [-74.393416894, 40.265672417], [-74.394608991, 40.259882538], [-74.389583977, 40.253954847], [-74.393321481, 40.250538755], [-74.392368708, 40.247810024], [-74.38857799, 40.246964025], [-74.388821382, 40.244149418], [-74.385883638, 40.243721375], [-74.384470338, 40.241174265], [-74.380062416, 40.242076779], [-74.377444029, 40.240239667], [-74.372088984, 40.231721554], [-74.374408662, 40.231301415], [-74.380522646, 40.225497877], [-74.379764341, 40.223345048], [-74.38477071, 40.21741177], [-74.383784995, 40.21501535], [-74.380457565, 40.213669781], [-74.382024095, 40.210632797], [-74.380439447, 40.20894252], [-74.385970734, 40.209146631], [-74.387820374, 40.20637479], [-74.391385623, 40.205089377], [-74.392896409, 40.201396351], [-74.406240228, 40.1971173], [-74.423549049, 40.200832642], [-74.426747551, 40.197541631], [-74.434220876, 40.203400887], [-74.43737846, 40.20213899], [-74.439264438, 40.203463138], [-74.440731396, 40.207419617], [-74.44571892, 40.208260831], [-74.443969912, 40.212237917], [-74.448371753, 40.215512734], [-74.449836173, 40.220391758], [-74.455106169, 40.222361419], [-74.461649653, 40.220322534], [-74.468886801, 40.225347844], [-74.469710339, 40.228637027], [-74.473283318, 40.230620351], [-74.483376946, 40.232541004], [-74.495013006, 40.229437468], [-74.501471279, 40.230975415], [-74.509769574, 40.228862532], [-74.518768016, 40.232296008], [-74.535503538, 40.232073486], [-74.544763511, 40.236615808], [-74.556228374, 40.239503479], [-74.564037303, 40.237830569], [-74.563406697, 40.243491157], [-74.581119878, 40.256068569], [-74.581714066, 40.26351692], [-74.614584405, 40.282813121]]]}, "properties": {}}]}

testbeds/FF_2021_07_NJ_ep003/01403060/hwms_inside.csv

@@ -0,0 +1,66 @@
+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
+FF_2021_07_NJ_ep003,01403060,41559,40.5439983,-74.5750548,44.6,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-19 04:00:00,2.3923,26.06221645802915
+FF_2021_07_NJ_ep003,01403060,41562,40.5432976,-74.5759919,44.4,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-19 04:00:00,2.4933,25.95663321603172
+FF_2021_07_NJ_ep003,01403060,41564,40.5429445,-74.5761576,44.4,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-19 04:00:00,2.5203,25.91532340800334
+FF_2021_07_NJ_ep003,01403060,41558,40.5426209,-74.5779218,44.6,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-20 04:00:00,2.6724,25.81519021501079
+FF_2021_07_NJ_ep003,01403060,41557,40.542482,-74.5787127,44.2,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-20 04:00:00,2.7404,25.771082321432534
+FF_2021_07_NJ_ep003,01403060,41571,40.5437881,-74.5809339,41.0,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-20 04:00:00,2.8724,25.816544086023445
+FF_2021_07_NJ_ep003,01403060,41569,40.5436428,-74.5811374,41.0,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-20 04:00:00,2.8935,25.79442391850428
+FF_2021_07_NJ_ep003,01403060,41521,40.549627,-74.585476,47.2,2.0,4,Poor,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-20 04:00:00,3.1425,26.234774020067448
+FF_2021_07_NJ_ep003,01403060,41522,40.548941,-74.58582,46.5,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-20 04:00:00,3.1764,26.153362968307704
+FF_2021_07_NJ_ep003,01403060,41523,40.549187,-74.586376,49.2,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-20 04:00:00,3.2213,26.158303018858817
+FF_2021_07_NJ_ep003,01403060,41551,40.53877,-74.583674,44.5,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-19 04:00:00,3.2864,25.213849964742792
+FF_2021_07_NJ_ep003,01403060,41555,40.538,-74.584385,44.6,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-19 04:00:00,3.3772,25.110416080794145
+FF_2021_07_NJ_ep003,01403060,41529,40.542779,-74.588841,44.5,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-19 04:00:00,3.5458,25.424623831073
+FF_2021_07_NJ_ep003,01403060,41527,40.542756,-74.588981,44.5,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-19 04:00:00,3.5579,25.417276693124844
+FF_2021_07_NJ_ep003,01403060,41526,40.542854,-74.589487,44.5,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-19 04:00:00,3.5964,25.4089945450554
+FF_2021_07_NJ_ep003,01403060,41534,40.5394404,-74.590624,44.7,2.0,4,Poor,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-19 04:00:00,3.8018,25.02457404465828
+FF_2021_07_NJ_ep003,01403060,41531,40.5396205,-74.5910767,44.5,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-19 04:00:00,3.831,25.02641626234937
+FF_2021_07_NJ_ep003,01403060,41533,40.539036,-74.5910026,44.5,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-19 04:00:00,3.8473,24.970260209043825
+FF_2021_07_NJ_ep003,01403060,41543,40.5381957,-74.5905818,44.4,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-19 04:00:00,3.8479,24.90097752943013
+FF_2021_07_NJ_ep003,01403060,41560,40.536543,-74.589907,44.6,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-20 04:00:00,3.8684,24.75972638590735
+FF_2021_07_NJ_ep003,01403060,41547,40.5382866,-74.5909422,44.4,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-19 04:00:00,3.8724,24.89707647345736
+FF_2021_07_NJ_ep003,01403060,41563,40.536159,-74.590331,44.6,2.0,4,Poor,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-20 04:00:00,3.9189,24.70572128295949
+FF_2021_07_NJ_ep003,01403060,41572,40.5500454,-74.5948264,49.0,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-20 04:00:00,3.93,25.952957615923488
+FF_2021_07_NJ_ep003,01403060,41573,40.550022,-74.595333,49.6,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-20 04:00:00,3.9728,25.93358947449092
+FF_2021_07_NJ_ep003,01403060,41575,40.551451,-74.608948,51.5,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-20 04:00:00,5.1214,25.648467805100367
+FF_2021_07_NJ_ep003,01403060,41574,40.551974,-74.609347,51.5,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-20 04:00:00,5.1558,25.6908969606304
+FF_2021_07_NJ_ep003,01403060,41568,40.5750407,-74.6038222,56.5,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,5.3899,28.259057947880127
+FF_2021_07_NJ_ep003,01403060,41570,40.5748874,-74.6047935,56.2,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,5.4532,28.2153807291654
+FF_2021_07_NJ_ep003,01403060,41567,40.5759824,-74.6043479,56.4,2.0,5,VeryPoor,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,5.4807,28.3427085656354
+FF_2021_07_NJ_ep003,01403060,41565,40.5714985,-74.6084614,51.0,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,5.5623,27.75694088276489
+FF_2021_07_NJ_ep003,01403060,41583,40.577916,-74.6041052,59.1,2.0,4,Poor,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,5.5748,28.552184855347893
+FF_2021_07_NJ_ep003,01403060,41582,40.5775773,-74.6048398,58.7,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,5.6075,28.49601826449552
+FF_2021_07_NJ_ep003,01403060,41566,40.5721339,-74.6086887,51.6,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,5.6089,27.817335493544004
+FF_2021_07_NJ_ep003,01403060,41581,40.5782819,-74.6046812,58.8,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,5.6377,28.574370565048834
+FF_2021_07_NJ_ep003,01403060,41578,40.5743302,-74.6132166,54.9,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,6.0586,27.925870065319923
+FF_2021_07_NJ_ep003,01403060,41579,40.5746297,-74.6142047,56.4,2.0,4,Poor,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,6.1483,27.931477179186206
+FF_2021_07_NJ_ep003,01403060,41576,40.5746304,-74.6143851,56.5,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,6.1621,27.92682522104027
+FF_2021_07_NJ_ep003,01403060,41550,40.5769091,-74.616271,58.3,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,6.4159,28.119306820356
+FF_2021_07_NJ_ep003,01403060,41549,40.5769661,-74.6163132,58.3,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,6.4219,28.12427247834328
+FF_2021_07_NJ_ep003,01403060,41548,40.5774742,-74.6170183,58.4,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,6.5005,28.16025026766969
+FF_2021_07_NJ_ep003,01403060,41431,40.414561,-74.664437,67.0,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-23 04:00:00,18.0822,9.805611426046164
+FF_2021_07_NJ_ep003,01403060,41432,40.414561,-74.664437,66.8,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,18.0822,9.805611426046164
+FF_2021_07_NJ_ep003,01403060,41429,40.407349,-74.676653,73.9,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,19.3218,8.642397463063197
+FF_2021_07_NJ_ep003,01403060,41428,40.406763,-74.675717,74.2,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,19.3316,8.613952985841976
+FF_2021_07_NJ_ep003,01403060,41427,40.4066,-74.675513,74.5,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,19.337,8.604314225472004
+FF_2021_07_NJ_ep003,01403060,41421,40.406112,-74.680497,74.3,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,19.6192,8.392200076811928
+FF_2021_07_NJ_ep003,01403060,41426,40.406026,-74.68045,75.0,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,19.6248,8.384742074387951
+FF_2021_07_NJ_ep003,01403060,41423,40.406102,-74.681067,74.0,2.0,4,Poor,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,19.6477,8.373733389989878
+FF_2021_07_NJ_ep003,01403060,41424,40.406123,-74.681138,75.2,2.0,4,Poor,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,19.6492,8.37375948441636
+FF_2021_07_NJ_ep003,01403060,41422,40.406005,-74.681298,75.4,2.0,4,Poor,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,19.6677,8.35666246161201
+FF_2021_07_NJ_ep003,01403060,41420,40.404814,-74.681513,76.0,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-16 04:00:00,19.7869,8.226514242172353
+FF_2021_07_NJ_ep003,01403060,41482,40.5032457,-74.8647522,179.0,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-25 04:00:00,27.2679,22.365095756188268
+FF_2021_07_NJ_ep003,01403060,41481,40.5031402,-74.8649775,178.8,2.0,4,Poor,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-25 04:00:00,27.2889,22.36556707312676
+FF_2021_07_NJ_ep003,01403060,41480,40.5032483,-74.8653476,179.1,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-25 04:00:00,27.3172,22.39265203486956
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+FF_2021_07_NJ_ep003,01403060,41450,40.634067,-74.908528,190.1,2.0,4,Poor,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,31.7817,36.90440736311335
+FF_2021_07_NJ_ep003,01403060,41452,40.63427,-74.908625,190.0,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,31.796,36.92830911371947
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+FF_2021_07_NJ_ep003,01403060,41458,40.637314,-74.908374,195.5,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,31.8752,37.225365900786926
+FF_2021_07_NJ_ep003,01403060,41457,40.637265,-74.908667,194.4,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,31.8972,37.23094492294042
+FF_2021_07_NJ_ep003,01403060,41456,40.63738,-74.908738,193.9,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,31.9067,37.24506616552771
+FF_2021_07_NJ_ep003,01403060,41455,40.63834,-74.91196,196.4,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,32.1981,37.45787481987705
+FF_2021_07_NJ_ep003,01403060,41453,40.638451,-74.912025,196.5,2.0,1,Excellent,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,32.207,37.47137637061547
+FF_2021_07_NJ_ep003,01403060,41454,40.63841,-74.912079,196.5,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-15 04:00:00,32.21,37.46922216179521

testbeds/FF_2021_07_NJ_ep003/01403060/mrms_2min_precip_basin_mean.csv

@@ -0,0 +1,1000 @@
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testbeds/FF_2021_07_NJ_ep003/01403060/testbed_summary.json

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+{
+  "ff_episode_id": "FF_2021_07_NJ_ep003",
+  "gage_id": "01403060",
+  "station_name": "Raritan River below Calco Dam at Bound Brook NJ",
+  "benchmark_tier": "A",
+  "gage_lat": 40.55111111,
+  "gage_lon": -74.54833333,
+  "gage_distance_km": 27.85169209248734,
+  "drainage_area_mi2": 785.0,
+  "drainage_area_km2": 2033.141,
+  "watershed_source": "cache",
+  "watershed_area_km2": 2022.507,
+  "area_difference_percent": -0.52,
+  "n_confirmed_hwms_inside_watershed": 65,
+  "n_good_quality_hwms_inside_watershed": 22,
+  "n_ncei_points_in_watershed": 11,
+  "peak_value": 3820.0,
+  "peak_time": "2021-07-30 09:30:00+00:00",
+  "pre_event_baseline": 259.0,
+  "peak_to_baseline_ratio": 14.75,
+  "peak_signal_detected": true,
+  "peak_lag_hours_from_episode_begin": 15.25,
+  "data_completeness_fraction": 1.0,
+  "year": 2021,
+  "month": 7,
+  "begin_dt": "2021-07-29 18:15:00+00:00",
+  "end_dt": "2021-07-29 21:30:00+00:00",
+  "duration_hours": 3.25,
+  "primary_state_abbrev": "NJ",
+  "flood_causes": "Heavy Rain",
+  "deaths_direct": 0,
+  "injuries_direct": 0,
+  "damage_total_usd": 0.0,
+  "rising_limb_hours": 4.25,
+  "time_to_peak_hr": 8.75,
+  "max_rise_rate_per_hr": 0.2932,
+  "basin_max_precip_mm_hr": 24.2,
+  "basin_total_precip_mm": 40.2,
+  "precip_to_peak_lag_hr": 11.33,
+  "unit_peak_q_cms_km2": 0.0532,
+  "flash_flood_class": "flash_flood",
+  "is_strict_flash_flood": true,
+  "rise_threshold_cfs": 1149.25,
+  "rise_metric_method": "baseline_plus_025_rise",
+  "metric_status": "ok",
+  "metric_reason_codes": "ok",
+  "lag_gate_pass": true
+}

testbeds/FF_2021_07_NJ_ep003/01403060/watershed.geojson

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testbeds/FF_2021_07_NJ_ep003/01403900/hwms_inside.csv

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testbeds/FF_2021_07_NJ_ep003/01403900/testbed_summary.json

@@ -0,0 +1,48 @@
+{
+  "ff_episode_id": "FF_2021_07_NJ_ep003",
+  "gage_id": "01403900",
+  "station_name": "Bound Brook at Middlesex NJ",
+  "benchmark_tier": "B",
+  "gage_lat": 40.585,
+  "gage_lon": -74.50777778,
+  "gage_distance_km": 31.83788561593759,
+  "drainage_area_mi2": 48.4,
+  "drainage_area_km2": 125.355,
+  "watershed_source": "cache",
+  "watershed_area_km2": 132.022,
+  "area_difference_percent": 5.32,
+  "n_confirmed_hwms_inside_watershed": 2,
+  "n_good_quality_hwms_inside_watershed": 1,
+  "n_ncei_points_in_watershed": 0,
+  "peak_value": 403.0,
+  "peak_time": "2021-07-30 04:00:00+00:00",
+  "pre_event_baseline": 26.7,
+  "peak_to_baseline_ratio": 15.09,
+  "peak_signal_detected": true,
+  "peak_lag_hours_from_episode_begin": 9.75,
+  "data_completeness_fraction": 1.0,
+  "year": 2021,
+  "month": 7,
+  "begin_dt": "2021-07-29 18:15:00+00:00",
+  "end_dt": "2021-07-29 21:30:00+00:00",
+  "duration_hours": 3.25,
+  "primary_state_abbrev": "NJ",
+  "flood_causes": "Heavy Rain",
+  "deaths_direct": 0,
+  "injuries_direct": 0,
+  "damage_total_usd": 0.0,
+  "rising_limb_hours": 4.0,
+  "time_to_peak_hr": 5.25,
+  "max_rise_rate_per_hr": 0.3156,
+  "basin_max_precip_mm_hr": 42.3,
+  "basin_total_precip_mm": 27.0,
+  "precip_to_peak_lag_hr": 5.33,
+  "unit_peak_q_cms_km2": 0.091,
+  "flash_flood_class": "flash_flood",
+  "is_strict_flash_flood": true,
+  "rise_threshold_cfs": 120.78,
+  "rise_metric_method": "baseline_plus_025_rise",
+  "metric_status": "ok",
+  "metric_reason_codes": "ok",
+  "lag_gate_pass": true
+}

testbeds/FF_2021_07_NJ_ep003/01403900/watershed.geojson

@@ -0,0 +1 @@
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testbeds/FF_2021_07_NJ_ep003/01465200/hwms_inside.csv

@@ -0,0 +1,5 @@
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+FF_2021_07_NJ_ep003,01465200,41170,40.252044,-75.00905,,,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,,0.0367,24.773106529937927
+FF_2021_07_NJ_ep003,01465200,41169,40.252633,-75.00984,127.8,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-17 04:00:00,0.1303,24.86623245218989
+FF_2021_07_NJ_ep003,01465200,41168,40.25087,-75.00596,126.2,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-17 04:00:00,0.257,24.50654412482424

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testbeds/FF_2021_07_NJ_ep003/01465200/testbed_summary.json

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+{
+  "ff_episode_id": "FF_2021_07_NJ_ep003",
+  "gage_id": "01465200",
+  "station_name": "Neshaminy Creek near Penns Park, PA",
+  "benchmark_tier": "B",
+  "gage_lat": 40.25184167,
+  "gage_lon": -75.0087083,
+  "gage_distance_km": 24.737348158992265,
+  "drainage_area_mi2": 157.0,
+  "drainage_area_km2": 406.628,
+  "watershed_source": "cache",
+  "watershed_area_km2": 407.795,
+  "area_difference_percent": 0.29,
+  "n_confirmed_hwms_inside_watershed": 4,
+  "n_good_quality_hwms_inside_watershed": 1,
+  "n_ncei_points_in_watershed": 0,
+  "peak_value": 684.0,
+  "peak_time": "2021-07-30 02:30:00+00:00",
+  "pre_event_baseline": 63.9,
+  "peak_to_baseline_ratio": 10.7,
+  "peak_signal_detected": true,
+  "peak_lag_hours_from_episode_begin": 8.25,
+  "data_completeness_fraction": 0.982,
+  "year": 2021,
+  "month": 7,
+  "begin_dt": "2021-07-29 18:15:00+00:00",
+  "end_dt": "2021-07-29 21:30:00+00:00",
+  "duration_hours": 3.25,
+  "primary_state_abbrev": "NJ",
+  "flood_causes": "Heavy Rain",
+  "deaths_direct": 0,
+  "injuries_direct": 0,
+  "damage_total_usd": 0.0,
+  "rising_limb_hours": 1.0,
+  "time_to_peak_hr": 1.0,
+  "max_rise_rate_per_hr": 1.3918,
+  "basin_max_precip_mm_hr": 28.5,
+  "basin_total_precip_mm": 17.5,
+  "precip_to_peak_lag_hr": 3.97,
+  "unit_peak_q_cms_km2": 0.0476,
+  "flash_flood_class": "flash_flood",
+  "is_strict_flash_flood": true,
+  "rise_threshold_cfs": 218.93,
+  "rise_metric_method": "baseline_plus_025_rise",
+  "metric_status": "ok",
+  "metric_reason_codes": "ok",
+  "lag_gate_pass": true
+}

testbeds/FF_2021_07_NJ_ep003/01465200/watershed.geojson

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testbeds/FF_2021_07_NJ_ep003/01465500/hwms_inside.csv

@@ -0,0 +1,5 @@
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+FF_2021_07_NJ_ep003,01465500,41168,40.25087,-75.00596,126.2,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-17 04:00:00,9.5113,24.50654412482424
+FF_2021_07_NJ_ep003,01465500,41167,40.25188,-75.00862,127.6,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-17 04:00:00,9.7125,24.73592213536644
+FF_2021_07_NJ_ep003,01465500,41170,40.252044,-75.00905,,,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,,9.7454,24.773106529937927
+FF_2021_07_NJ_ep003,01465500,41169,40.252633,-75.00984,127.8,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-17 04:00:00,9.8342,24.86623245218989

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@@ -0,0 +1,1000 @@
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testbeds/FF_2021_07_NJ_ep003/01465500/testbed_summary.json

@@ -0,0 +1,48 @@
+{
+  "ff_episode_id": "FF_2021_07_NJ_ep003",
+  "gage_id": "01465500",
+  "station_name": "Neshaminy Creek near Langhorne, PA",
+  "benchmark_tier": "B",
+  "gage_lat": 40.1739982,
+  "gage_lon": -74.9568342,
+  "gage_distance_km": 15.380553289086317,
+  "drainage_area_mi2": 210.0,
+  "drainage_area_km2": 543.897,
+  "watershed_source": "cache",
+  "watershed_area_km2": 539.031,
+  "area_difference_percent": -0.89,
+  "n_confirmed_hwms_inside_watershed": 4,
+  "n_good_quality_hwms_inside_watershed": 1,
+  "n_ncei_points_in_watershed": 0,
+  "peak_value": 1000.0,
+  "peak_time": "2021-07-30 01:00:00+00:00",
+  "pre_event_baseline": 102.0,
+  "peak_to_baseline_ratio": 9.8,
+  "peak_signal_detected": true,
+  "peak_lag_hours_from_episode_begin": 6.75,
+  "data_completeness_fraction": 1.0,
+  "year": 2021,
+  "month": 7,
+  "begin_dt": "2021-07-29 18:15:00+00:00",
+  "end_dt": "2021-07-29 21:30:00+00:00",
+  "duration_hours": 3.25,
+  "primary_state_abbrev": "NJ",
+  "flood_causes": "Heavy Rain",
+  "deaths_direct": 0,
+  "injuries_direct": 0,
+  "damage_total_usd": 0.0,
+  "rising_limb_hours": 1.5,
+  "time_to_peak_hr": 1.5,
+  "max_rise_rate_per_hr": 0.828,
+  "basin_max_precip_mm_hr": 24.5,
+  "basin_total_precip_mm": 19.2,
+  "precip_to_peak_lag_hr": 2.37,
+  "unit_peak_q_cms_km2": 0.0521,
+  "flash_flood_class": "flash_flood",
+  "is_strict_flash_flood": true,
+  "rise_threshold_cfs": 326.5,
+  "rise_metric_method": "baseline_plus_025_rise",
+  "metric_status": "ok",
+  "metric_reason_codes": "ok",
+  "lag_gate_pass": true
+}

testbeds/FF_2021_07_NJ_ep003/01465500/watershed.geojson

@@ -0,0 +1 @@
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testbeds/FF_2021_07_NJ_ep003/01474500/hwms_inside.csv

@@ -0,0 +1,67 @@
+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
+FF_2021_07_NJ_ep003,01474500,41277,39.96756,-75.18835,19.4,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-10 04:00:00,0.0287,33.25148160364473
+FF_2021_07_NJ_ep003,01474500,41274,39.969785,-75.1893166,20.8,2.0,1,Excellent,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-10 04:00:00,0.2324,33.23780198716805
+FF_2021_07_NJ_ep003,01474500,41275,39.9675,-75.18449,20.9,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-10 04:00:00,0.3433,32.948432108147195
+FF_2021_07_NJ_ep003,01474500,41418,39.97388,-75.19088,,,1,Excellent,True,2021 Ida,2021-08-27 04:00:00+00:00,,0.7068,33.2007271245945
+FF_2021_07_NJ_ep003,01474500,41273,39.97654,-75.19314,22.7,2.0,4,Poor,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-10 04:00:00,1.0501,33.2800049765099
+FF_2021_07_NJ_ep003,01474500,41272,39.97681,-75.19344,24.2,2.0,4,Poor,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-10 04:00:00,1.0876,33.293912463174415
+FF_2021_07_NJ_ep003,01474500,41278,39.978,-75.20006,24.5,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-10 04:00:00,1.503,33.78167276833871
+FF_2021_07_NJ_ep003,01474500,41279,39.98086,-75.2043534,25.2,2.0,6,Unknown,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-12 04:00:00,1.9841,34.02516382116844
+FF_2021_07_NJ_ep003,01474500,41271,39.98317,-75.20272,24.8,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-10 04:00:00,2.0958,33.81229766591258
+FF_2021_07_NJ_ep003,01474500,41005,39.98553,-75.20252,25.7,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-09 04:00:00,2.306,33.71522756793406
+FF_2021_07_NJ_ep003,01474500,44668,39.9865881,-75.2049186,26.1,2.0,1,Excellent,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-09 04:00:00,2.5151,33.87446545752712
+FF_2021_07_NJ_ep003,01474500,41280,39.9898982,-75.2022686,26.3,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-12 04:00:00,2.7238,33.54993895343492
+FF_2021_07_NJ_ep003,01474500,41004,39.99856,-75.19335,27.3,2.0,1,Excellent,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-09 04:00:00,3.4462,32.549832713591485
+FF_2021_07_NJ_ep003,01474500,41281,39.9986196,-75.1939236,27.6,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-12 04:00:00,3.459,32.595075071350806
+FF_2021_07_NJ_ep003,01474500,41003,40.00454,-75.19077,29.4,2.0,5,VeryPoor,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-09 04:00:00,4.0909,32.163357816093026
+FF_2021_07_NJ_ep003,01474500,41282,40.0063994,-75.1934928,30.7,2.0,1,Excellent,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-12 04:00:00,4.3141,32.33630364771566
+FF_2021_07_NJ_ep003,01474500,41283,40.0063994,-75.1934928,31.8,2.0,4,Poor,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-12 04:00:00,4.3141,32.33630364771566
+FF_2021_07_NJ_ep003,01474500,41227,40.007671,-75.191544,,,1,Excellent,True,2021 Ida,2021-08-27 04:00:00+00:00,,4.4421,32.14080286808595
+FF_2021_07_NJ_ep003,01474500,41002,40.00871,-75.19577,31.9,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-09 04:00:00,4.592,32.46250082443272
+FF_2021_07_NJ_ep003,01474500,41001,40.01029,-75.20008,32.1,2.0,4,Poor,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-09 04:00:00,4.8276,32.77849633183472
+FF_2021_07_NJ_ep003,01474500,41000,40.01261,-75.20602,34.2,2.0,1,Excellent,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-09 04:00:00,5.2024,33.213741727212486
+FF_2021_07_NJ_ep003,01474500,40999,40.01372,-75.20756,34.9,2.0,1,Excellent,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-09 04:00:00,5.359,33.31506438728635
+FF_2021_07_NJ_ep003,01474500,41269,40.0160122,-75.2136439,36.0,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-13 04:00:00,5.774,33.768426179820416
+FF_2021_07_NJ_ep003,01474500,41270,40.0202435,-75.2182486,38.4,2.0,1,Excellent,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-13 04:00:00,6.3592,34.06062871203971
+FF_2021_07_NJ_ep003,01474500,40997,40.02118,-75.21621,38.7,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-09 04:00:00,6.3887,33.8705924838359
+FF_2021_07_NJ_ep003,01474500,40998,40.02236,-75.21844,39.2,2.0,1,Excellent,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-09 04:00:00,6.582,34.03309360714309
+FF_2021_07_NJ_ep003,01474500,40996,40.02286,-75.22083,40.3,2.0,1,Excellent,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-08 04:00:00,6.7142,34.223241090988054
+FF_2021_07_NJ_ep003,01474500,40991,40.024375,-75.2213145,41.7,2.0,1,Excellent,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-08 04:00:00,6.8849,34.23410140949455
+FF_2021_07_NJ_ep003,01474500,40989,40.0262118,-75.2261835,,,1,Excellent,True,2021 Ida,2021-08-27 04:00:00+00:00,,7.2459,34.60787330074731
+FF_2021_07_NJ_ep003,01474500,41011,40.02657,-75.22701,41.9,2.0,1,Excellent,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-08 04:00:00,7.313,34.67067768912588
+FF_2021_07_NJ_ep003,01474500,40986,40.026955,-75.22755,43.4,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-08 04:00:00,7.3719,34.709002466614855
+FF_2021_07_NJ_ep003,01474500,40979,40.0274871,-75.22848128,43.6,2.0,1,Excellent,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-08 04:00:00,7.4606,34.77762830822762
+FF_2021_07_NJ_ep003,01474500,40973,40.029244,-75.232245,44.4,2.0,1,Excellent,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-08 04:00:00,7.7832,35.06317963274262
+FF_2021_07_NJ_ep003,01474500,40972,40.03168,-75.23348,45.2,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-08 04:00:00,8.0715,35.126318135547955
+FF_2021_07_NJ_ep003,01474500,40967,40.032029,-75.233719,44.6,2.0,1,Excellent,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-08 04:00:00,8.1153,35.14077864051383
+FF_2021_07_NJ_ep003,01474500,41408,40.04988,-75.25817,53.1,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-08 04:00:00,10.887,36.98050391227518
+FF_2021_07_NJ_ep003,01474500,41407,40.05169,-75.26329,,,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-09 04:00:00,11.2963,37.39839595742901
+FF_2021_07_NJ_ep003,01474500,41409,40.052605,-75.261537,53.7,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-10 04:00:00,11.2976,37.24176270124495
+FF_2021_07_NJ_ep003,01474500,41410,40.07387,-75.28602,59.5,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-10 04:00:00,14.4254,39.219599846176656
+FF_2021_07_NJ_ep003,01474500,41411,40.07235,-75.2986,61.2,2.0,1,Excellent,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-10 04:00:00,14.9357,40.292331391873184
+FF_2021_07_NJ_ep003,01474500,41412,40.071766,-75.304412,62.5,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-10 04:00:00,15.2018,40.78791160829755
+FF_2021_07_NJ_ep003,01474500,41404,40.06967,-75.31101,64.5,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-09 04:00:00,15.4004,41.35401301173075
+FF_2021_07_NJ_ep003,01474500,41405,40.07,-75.31076,,,1,Excellent,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-09 04:00:00,15.413,41.33190842633987
+FF_2021_07_NJ_ep003,01474500,41413,40.07207,-75.30885,63.9,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-12 04:00:00,15.4752,41.164901385391545
+FF_2021_07_NJ_ep003,01474500,41403,40.07595,-75.3181,66.4,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-09 04:00:00,16.3227,41.94691891032443
+FF_2021_07_NJ_ep003,01474500,41402,40.10659,-75.34196,74.8,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-09 04:00:00,20.2209,44.07161245817422
+FF_2021_07_NJ_ep003,01474500,41414,40.11103,-75.33964,74.5,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-12 04:00:00,20.4753,43.91034797045608
+FF_2021_07_NJ_ep003,01474500,41401,40.10876,-75.34422,75.1,2.0,4,Poor,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-09 04:00:00,20.5293,44.27995393715879
+FF_2021_07_NJ_ep003,01474500,41398,40.10881,-75.34539,75.7,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-09 04:00:00,20.5979,44.37959905619034
+FF_2021_07_NJ_ep003,01474500,41400,40.10877,-75.34647,75.8,2.0,5,VeryPoor,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-09 04:00:00,20.6543,44.47089783985579
+FF_2021_07_NJ_ep003,01474500,41399,40.11139,-75.34411,75.4,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-09 04:00:00,20.7473,44.292445147083136
+FF_2021_07_NJ_ep003,01474500,41397,40.11169,-75.34402,75.5,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-08 04:00:00,20.768,44.2874264200253
+FF_2021_07_NJ_ep003,01474500,41396,40.11607,-75.35568,77.0,2.0,1,Excellent,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-09 04:00:00,21.7805,45.31601656845119
+FF_2021_07_NJ_ep003,01474500,41416,40.119369,-75.387312,,,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-12 04:00:00,23.8852,48.02772290529595
+FF_2021_07_NJ_ep003,01474500,41417,40.11946,-75.38897,78.9,2.0,2,Good,True,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-12 04:00:00,23.9925,48.16904350638485
+FF_2021_07_NJ_ep003,01474500,41415,40.11302,-75.41032,79.9,2.0,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-12 04:00:00,24.8469,49.92071077931514
+FF_2021_07_NJ_ep003,01474500,41391,40.35694,-75.30752,,,3,Fair,False,2021 Ida,2021-08-27 04:00:00+00:00,2021-09-09 04:00:00,44.4377,49.70324962457328
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